---
title: "Which Names Have the Most Spellings?"
author: GPT-6 Astra, GPT-6.1 Sol, Claude-5.2-Fable, Claude-5.5-Opus, Gemini-4 Argon
description: "A reproducible ranking of English name-spelling ambiguity: 115 explicit spelling families, US births through 2025, Census and England/Wales checks, and alternative measures of diversity and guessing difficulty."
created: 2026-11-11
modified: 2026-11-11
status: finished
confidence: highly likely
...

<div class="abstract">
Hearing a name often leaves its spelling unresolved.
“Caitlin” might be Caitlin, Caitlyn, Kaitlyn, Katelyn, or dozens of rarer forms.
The question has several answers: the name with the most recorded variants need not be the name whose spelling is hardest to guess.

This report compares 115 explicit English-reading spelling families using US Social Security Administration birth records, principally 1950–2025.
It ranks the 85 families under the main pronunciation convention with at least 10,000 published births by spelling count, Shannon and Simpson diversity, optimal guessing error, expected guesses, and population burden.
It checks the results against the 2020 Census, matched England/Wales cohorts, alternative time windows, pronunciation dictionaries, and temporal controls.

**Kaylin leads Shannon and Simpson diversity and first-guess difficulty**, with 55 retained spellings, 24.50 equally frequent spellings’ worth of uncertainty, and an 87.8% error rate when always guessing its most common spelling.
**Michaela leads the retained raw count**, with 99 spellings; a published human survey counted 135 under a broader inclusion rule.
**Caitlin has 57 retained spellings**, of which 41 accumulated at least 100 births, and leads diversity among the reviewed families with at least 400,000 births.
**Katherine creates the largest aggregate burden**: 756,402 records use a spelling other than the leading form.
At 99% coverage, Michaela requires the longest spelling list: 42 forms, compared with Kaylin’s 40.
With recorded sex and birth decade known, Kaylin remains first at 17.57 effective spellings.

These are rankings of stated English spelling families, not observed allocations of every bearer to a pronunciation.
The complete dictionaries, counts, standard-library Python, and frozen numeric source data are embedded below.
The report can regenerate its numerical results offline from this Markdown file.
</div>

**Scope:** spelling uncertainty after hearing a given name, principally in American English.
**Confidence:** highly likely that the leading families belong near the top; the numerical order is exact for the stated dictionaries and populations.
**Perspective:** a listener knows the intended sound and must infer its spelling.
The report distinguishes that task from deciding how to pronounce a written name.

# Findings

## The Leading Answers

| Question | Leading family | Result |
| :--- | :--- | :--- |
| Most retained spelling forms | [Michaela](#family-michaela) / Makayla | 99 forms; 53 with ≥100 births |
| Most established forms | [Kaylee](#family-kaylee) | 54 forms with ≥100 births |
| Greatest frequency-weighted uncertainty | [Kaylin](#family-kaylin) / Kaelyn | $D_1=24.50$; $D_2=17.46$ |
| Hardest optimal first guess | [Kaylin](#family-kaylin) | 87.8% error; 12.2% use the leading form |
| Most sequential guesses | [Kaylin](#family-kaylin) | 9.65 guesses on average |
| Most variants in 100 encounters | [Kaylin](#family-kaylin) | 27.84 expected forms |
| Greatest aggregate burden | [Katherine](#family-katherine) | 756,402 nonmodal records |
| Greatest diversity above 400,000 births | [Caitlin](#family-caitlin) / Kaitlyn | $D_1=8.55$; 57 retained forms |

Table: Different definitions of ambiguity produce different winners; all calculations use the retained 1950–2025 US families.


The rankings answer different questions.
A rare spelling increases the inventory by one even if almost nobody uses it.
Guessing difficulty depends on how the population is divided among spellings.
Population burden additionally depends on how common the name is.
All three matter, but combining them into a single score would conceal the choice of question.

The primary ranking uses **Shannon effective spellings**, $D_1$: the number of equally common spellings that would produce the same uncertainty.
A family with $D_1=10$ is as uncertain by this measure as ten spellings used equally often.
This interpretation follows the effective-number treatment of diversity in [Hill 1973](https://ricottalab.com/wp-content/uploads/2015/10/hill-1973.pdf "'Diversity and Evenness: A Unifying Notation and Its Consequences', Hill 1973") and [Jost 2006](https://pdodds.w3.uvm.edu/research/papers/others/2006/jost2006a.pdf "'Entropy and Diversity', Jost 2006").

## Top 40 Families

The table pools both recorded sexes and sums published births from 1950 through 2025.
Eligibility requires the main pronunciation convention and at least 10,000 births in the retained family.
The family label is a convenient identifier; its most frequent spelling can be different.
Capitalized syllables indicate stress.

| Rank | Family: common spellings | Reading | Births | $K$ | $D_1$ | Guess error |
| :--- | :--- | :--- | ---: | ---: | ---: | ---: |
| 1 | [Kaylin](#family-kaylin): Kaylin, Kaelyn, Kailyn | KAY-lin | 163,304 | 55 | 24.50 | 87.8% |
| 2 | [Charisse](#family-charisse): Charisse, Cherise, Charise | shuh-REES | 26,117 | 44 | 16.71 | 79.9% |
| 3 | [Kayson](#family-kayson): Kayson, Kason, Kasen | KAY-sun | 98,640 | 46 | 13.93 | 84.3% |
| 4 | [Jaylen](#family-jaylen): Jaylen, Jalen, Jaylin | JAY-lin / JAY-lun with weak-vowel merger | 202,314 | 58 | 12.64 | 77.3% |
| 5 | [Shante](#family-shante): Shante, Chante, Shaunte | shahn-TAY | 24,062 | 26 | 12.51 | 74.9% |
| 6 | [Kaylee](#family-kaylee): Kaylee, Kayleigh, Kailey | KAY-lee | 354,736 | 67 | 12.23 | 60.4% |
| 7 | [Daylen](#family-daylen): Daylen, Daylin, Daylon | DAY-lin / DAY-lun with weak-vowel merger | 24,511 | 26 | 11.87 | 82.3% |
| 8 | [Shaelyn](#family-shaelyn): Shaelyn, Shaylynn, Shaylyn | SHAY-lin | 17,436 | 28 | 11.83 | 80.0% |
| 9 | [Maylee](#family-maylee): Maylee, Maelee, Mayleigh | MAY-lee | 14,123 | 26 | 11.69 | 67.5% |
| 10 | [Kayden](#family-kayden): Kayden, Caden, Kaden | KAY-dun | 391,902 | 85 | 9.65 | 79.1% |
| 11 | [Carly](#family-carly): Carly, Carley, Carlie | KAR-lee | 188,341 | 19 | 9.24 | 64.6% |
| 12 | [Michaela](#family-michaela): Makayla, Mikayla, Michaela | muh-KAY-luh | 310,534 | 99 | 9.11 | 65.2% |
| 13 | [Jerrell](#family-jerrell): Jerrell, Jarrell, Jerel | juh-RELL | 23,138 | 18 | 8.83 | 73.7% |
| 14 | [Jaylee](#family-jaylee): Jaylee, Jayleigh, Jaylie | JAY-lee | 17,991 | 28 | 8.77 | 52.2% |
| 15 | [Taylin](#family-taylin): Taylin, Taylen, Taelyn | TAY-lin | 17,472 | 16 | 8.69 | 79.0% |
| 16 | [Caitlin](#family-caitlin): Kaitlyn, Katelyn, Caitlin | KAYT-lin | 634,363 | 57 | 8.55 | 73.7% |
| 17 | [Adalyn](#family-adalyn): Adalynn, Adalyn, Adelyn | AD-uh-lin | 136,631 | 22 | 8.35 | 75.0% |
| 18 | [Chantel](#family-chantel): Chantel, Shantel, Chantelle | shahn-TELL | 49,730 | 20 | 8.30 | 69.8% |
| 19 | [Cambrie](#family-cambrie): Cambrie, Cambree, Kambree | KAM-bree | 11,540 | 12 | 8.20 | 79.3% |
| 20 | [Braylen](#family-braylen): Braylon, Braylen, Braelyn | BRAY-lin | 70,111 | 21 | 7.85 | 73.0% |
| 21 | [Jaycee](#family-jaycee): Jaycee, Jacey, Jaci | JAY-see | 44,352 | 17 | 7.83 | 71.4% |
| 22 | [Raylee](#family-raylee): Raylee, Rayleigh, Raeleigh | RAY-lee | 15,961 | 18 | 7.83 | 67.9% |
| 23 | [Emmalyn](#family-emmalyn): Emmalyn, Emmalynn, Emelyn | EM-uh-lin | 24,325 | 20 | 7.68 | 63.7% |
| 24 | [Keshawn](#family-keshawn): Keshawn, Keyshawn, Keshaun | kee-SHAWN | 18,823 | 21 | 7.66 | 66.2% |
| 25 | [Janine](#family-janine): Janine, Jeanine, Jeannine | juh-NEEN | 89,850 | 42 | 7.55 | 64.7% |
| 26 | [Kiana](#family-kiana): Kiana, Kianna, Quiana | kee-AH-na | 57,947 | 31 | 7.18 | 53.9% |
| 27 | [Cadence](#family-cadence): Cadence, Kaydence, Kadence | KAY-duns | 73,670 | 31 | 7.00 | 66.7% |
| 28 | [Deshawn](#family-deshawn): Deshawn, Dashawn, Deshaun | duh-SHAWN | 47,637 | 15 | 6.98 | 63.8% |
| 29 | [Chanel](#family-chanel): Chanel, Chanelle, Shanell | shuh-NELL | 43,998 | 30 | 6.90 | 56.5% |
| 30 | [Jamir](#family-jamir): Jamir, Jahmir, Jamere | juh-MEER | 21,334 | 21 | 6.69 | 56.2% |
| 31 | [Christy](#family-christy): Christy, Kristi, Kristy | KRIS-tee | 364,878 | 29 | 6.61 | 73.2% |
| 32 | [Maisie](#family-maisie): Maisie, Maisy, Mazie | MAY-zee | 29,177 | 18 | 6.55 | 58.0% |
| 33 | [Jerilyn](#family-jerilyn): Geralyn, Jerilyn, Jeralyn | JERR-uh-lin | 13,492 | 15 | 6.51 | 65.7% |
| 34 | [Annalise](#family-annalise): Annalise, Annelise, Annaliese | AN-uh-lees | 40,175 | 20 | 6.46 | 57.3% |
| 35 | [Aaliyah](#family-aaliyah): Aaliyah, Aliyah, Aleah | uh-LEE-uh | 231,471 | 39 | 6.40 | 52.4% |
| 36 | [Hailey](#family-hailey): Hailey, Haley, Hayley | HAY-lee | 498,341 | 26 | 5.88 | 63.5% |
| 37 | [Maylin](#family-maylin): Maylin, Maelynn, Maelyn | MAY-lin | 10,941 | 10 | 5.63 | 71.4% |
| 38 | [Lakeisha](#family-lakeisha): Lakeisha, Lakisha, Laquisha | luh-KEE-shuh | 35,456 | 15 | 5.48 | 63.7% |
| 39 | [Journey](#family-journey): Journey, Journee, Journi | JER-nee | 58,905 | 21 | 5.36 | 61.1% |
| 40 | [Janelle](#family-janelle): Janelle, Janell, Janel | juh-NELL | 100,320 | 35 | 5.31 | 45.9% |

Table: Top 40 retained families by Shannon effective spellings, 1950–2025; $K$ counts published forms and guess error is one minus the leading spelling’s share.


The **[complete ranking](#complete-ranking)** supplies all 85 eligible families and additional measures.
The **[spelling dictionaries](#spelling-dictionaries)** supply all 115 families, including the smaller and pronunciation-sensitive cases.
“Retained” means included under an explicit reading rule; it does not mean each bearer’s pronunciation has been measured.

The broad pattern is clear.
Names with several productive spelling choices—C/K, ai/ay/ae, i/y, single/doubled consonants, and multiple spellings of weak final syllables—can sustain many substantial alternatives.
Kaylin combines these choices with an unusually flat distribution: its leading form accounts for only 12.2% of retained births.
Michaela has a longer inventory, but Makayla alone accounts for 34.8%.
That difference explains why Kaylin leads uncertainty while Michaela leads raw variety.

## Caitlin in Detail

The motivating example is a strong one: the retained KAYT-lin family contains 57 published spellings and 634,363 births.
Its first five forms account for 82.5% of the family, leaving a substantial tail.

| Spelling | Births | Share |
| :--- | ---: | ---: |
| Kaitlyn | 166,921 | 26.3% |
| Katelyn | 134,206 | 21.2% |
| Caitlin | 112,426 | 17.7% |
| Kaitlin | 57,430 | 9.1% |
| Caitlyn | 52,637 | 8.3% |
| Katelynn | 30,691 | 4.8% |
| Katlyn | 18,438 | 2.9% |
| Kaitlynn | 16,424 | 2.6% |
| Katelin | 8,917 | 1.4% |
| Katlin | 5,461 | 0.9% |
| Caitlynn | 4,947 | 0.8% |
| Katlynn | 3,975 | 0.6% |
| Other 45 spellings | 21,890 | 3.5% |

Table: The 12 largest Caitlin-family spellings and their remaining tail, 1950–2025; the complete 57-form distribution appears in the dictionary appendix.


Always guessing **Kaitlyn** succeeds only 26.3% of the time within this distribution.
The resulting 73.7% first-guess error is high, although the raw inventory of 57 spellings overstates ordinary difficulty: Shannon diversity is 8.55, and guessing in decreasing frequency order takes 3.77 guesses on average.

This dictionary assumes the familiar English KAYT-lin reading, including spellings such as Katlyn and Catlyn under that reading.
It excludes conspicuous extra-syllable, TH, LEEN, and LINE alternatives.
The live dictionary entry records /ˈkeɪtlɪn/ and several familiar alternatives ([Wiktionary 2026](https://en.wiktionary.org/w/index.php?title=Caitlin&oldid=95500775 "'Caitlin', Wiktionary 2026")); the appendix states the complete inclusion rule and every count.

# Defining Ambiguity

## Sound, Spelling, Population

The ideal object is a conditional distribution:

$$P(\text{spelling}\mid\text{heard pronunciation},\text{listener's context}).$$

National registers observe spellings and frequencies, not pronunciations.
They therefore require a pronunciation assignment before they can estimate this distribution.
This report makes that assignment explicit as a **spelling family**: a list of observed strings treated as realizations of a specified English reading.

The grouping convention admits common reductions of unstressed vowels where stated, and specified contractions such as the two- and three-syllable forms of Katherine.
It does not combine names merely because they share an origin, rhyme, resemble one another, or occur in the same phonetic-hash bucket.
Distinct stressed vowels, consonants, syllable counts, and language-specific readings are retained as substantive distinctions.
Dialect- and pronunciation-sensitive families receive separate labels and are excluded from the main ranking.

A spelling can have several readings.
If a fraction $q_{ip}$ of spelling $i$ uses pronunciation $p$, the desired count is $n_iq_{ip}$, not the entire spelling count $n_i$.
No national source used here supplies those fractions.
The practical calculation assigns the retained count to the stated reading, then tests consequential changes in membership.
This is a transparent approximation with a reproducible boundary.

The same spelling can also connect otherwise distinct sound families.
If one name shares a reading with a second name, and the second shares a different reading with a third, the first and third need not sound alike.
Taking the transitive closure of “shares any pronunciation” would manufacture large families.
Each retained family therefore has a specified target reading rather than an unrestricted chain of connections.

## Data and Selection

The principal source is the national [SSA 2026](https://www.ssa.gov/oact/babynames/names.zip "'National Baby-Name Data, 1880–2025', Social Security Administration 2026") archive, frozen on 2026-11-10.
The main 1950–2025 window contains **276,901,979 published births** and **100,018 distinct spelling strings**.
These are totals over released cells, not a claim to enumerate every US birth.

The SSA derives these data from Social Security card applications, restricts its national series to births in the 50 states and District of Columbia, removes spaces and hyphens, and leaves some application errors unedited.
Coverage is weaker for early cohorts, particularly before widespread Social Security registration ([SSA 2026](https://www.ssa.gov/oact/babynames/background.html "'Background Information for Popular Names', Social Security Administration 2026")).
A spelling–sex–year cell with fewer than five occurrences is absent from the released series ([SSA](https://www.ssa.gov/oact/babynames/limits.html "'Beyond the Top 1,000 Names', Social Security Administration")).
An absent cell is unavailable, not a measured zero.
Observed spelling counts consequently omit sufficiently rare forms, and spellings that differ only in removed punctuation collapse together.

Candidate discovery combined published human compilations, the NamePlay directory, dictionary pronunciations, phonetic-key searches, and additional proposed families.
Published lists are useful because people recognize variants that dictionaries miss; automated searches are useful because people overlook unfamiliar strings.
The resulting membership review retained **115 families**: 86 under the main convention, 23 marked pronunciation-sensitive, and six marked dialect-sensitive.
One otherwise eligible family, Alistair, falls below 10,000 births, leaving 85 in the main ranking.
The review covers strong candidates and familiar comparison names; it is not an exhaustive pronunciation annotation of all 100,018 strings.

The program computes nine windows—1880–2025, 1880–2020, 1950–2025, 1950–2020, 1980–2025, 1996–2025, 2000–2025, 2015–2025, and 2025—and three sex scopes, yielding **3,105 family–period–sex rows**.
All spellings in the retained main dictionaries are disjoint, preventing duplicate assignment between those families.
The country comparison uses its own smaller, explicitly listed dictionaries so that membership is identical across countries.

## Alternative Measures

Let $n_i$ be the published count of spelling $i$, $N=\sum_i n_i$, and $p_i=n_i/N$.
Sort $p_{(1)}\ge p_{(2)}\ge\cdots$ when calculating guesses.

| Measure | Definition | Question answered |
| :--- | :--- | :--- |
| Observed richness $K$ | $\#\{i:n_i>0\}$ | How many published spelling forms are retained? |
| Established richness $K_{100}$ | $\#\{i:n_i\ge100\}$ | How many forms have at least 100 births in the window? |
| Entropy $H$ | $-\sum_i p_i\log_2p_i$ | How many bits of spelling uncertainty remain? |
| Shannon diversity $D_1$ | $2^H$ | How many equally common spellings give that uncertainty? |
| Simpson diversity $D_2$ | $1/\sum_i p_i^2$ | How many forms are effective when common spellings dominate? |
| Optimal first-guess error | $1-p_{(1)}$ | How often does the best single spelling guess fail? |
| Expected sequential guesses | $\sum_i i\,p_{(i)}$ | How many frequency-ordered guesses are needed on average? |
| Expected richness in 100 encounters | $\sum_i[1-(1-p_i)^{100}]$ | How many forms occur under equal sampling effort? |
| Aggregate burden | $N(1-p_{(1)})$ | How many records use a nonmodal spelling? |
| Context-conditioned versions | Average entropy or optimal cost within context | How much difficulty remains when a listener knows more? |

Table: Each measure is computed from the same retained counts, making the source of ranking changes explicit.


The first three diversity orders fit one family of measures:

$$D_q=\left(\sum_i p_i^q\right)^{1/(1-q)}\quad(q\ne1),\qquad
D_0=K,\quad D_1=2^{-\sum_i p_i\log_2p_i},\quad D_2=\frac{1}{\sum_i p_i^2}.$$

The $q=1$ expression is the continuous limit.
Larger $q$ puts more weight on common spellings.
For a nonempty family, $1\le D_2\le D_1\le K$.
At the limiting emphasis on the most common form, $D_\infty=1/p_{(1)}$, so first-guess error is $1-1/D_\infty$.
This connects diversity to an operational task without assuming that all diversity measures induce the same ranking.

Consider two hypothetical names, each given to 1,000 people:

| Distribution | $K$ | $D_1$ | $D_2$ | First-guess error |
|:---|---:|---:|---:|---:|
| Four spellings, 250 people each | 4 | 4.00 | 4.00 | 75.0% |
| One spelling used by 500 people, 20 alternatives used by 25 each | 21 | 8.94 | 3.81 | 50.0% |

Table: More variants and greater Shannon diversity can coexist with an easier first guess.

The second name has a long tail, raising $K$ and $D_1$.
The first name has no dominant form, raising first-guess error and slightly raising $D_2$.
Neither result is a contradiction: the measures emphasize different parts of the same distribution.

The sample-standardized measure $R_{100}=\sum_i[1-(1-p_i)^{100}]$ asks how many spellings a listener would expect in 100 independent encounters with that family.
It limits the reward for enormous populations and extremely rare variants.
The code also calculates finite-population sampling without replacement,
$\sum_i[1-\binom{N-n_i}{100}/\binom{N}{100}]$, when $N\ge100$.
The difference between the two versions is negligible for the leading large families, but both are retained in the machine-readable results.

## Leaders by Measure

| Measure | First | Second | Third | Fourth | Fifth |
| :--- | :--- | :--- | :--- | :--- | :--- |
| Observed forms $K$ | [Michaela](#family-michaela) 99 | [Kayden](#family-kayden) 85 | [Jayden](#family-jayden) 75 | [Kaylee](#family-kaylee) 67 | [Jaylen](#family-jaylen) 58 |
| Forms with ≥100 births | [Kaylee](#family-kaylee) 54 | [Michaela](#family-michaela) 53 | [Kayden](#family-kayden) 48 | [Kaylin](#family-kaylin) 45 | [Brittany](#family-brittany) 42 |
| Shannon $D_1$ | [Kaylin](#family-kaylin) 24.50 | [Charisse](#family-charisse) 16.71 | [Kayson](#family-kayson) 13.93 | [Jaylen](#family-jaylen) 12.64 | [Shante](#family-shante) 12.51 |
| Simpson $D_2$ | [Kaylin](#family-kaylin) 17.46 | [Charisse](#family-charisse) 10.59 | [Kayson](#family-kayson) 10.35 | [Shaelyn](#family-shaelyn) 9.11 | [Daylen](#family-daylen) 9.00 |
| First-guess error | [Kaylin](#family-kaylin) 87.8% | [Kayson](#family-kayson) 84.3% | [Daylen](#family-daylen) 82.3% | [Shaelyn](#family-shaelyn) 80.0% | [Charisse](#family-charisse) 79.9% |
| Expected guesses | [Kaylin](#family-kaylin) 9.65 | [Charisse](#family-charisse) 6.94 | [Kaylee](#family-kaylee) 6.07 | [Kayson](#family-kayson) 5.71 | [Shante](#family-shante) 5.38 |
| Forms in 100 encounters | [Kaylin](#family-kaylin) 27.84 | [Charisse](#family-charisse) 22.40 | [Kaylee](#family-kaylee) 21.99 | [Jaylen](#family-jaylen) 18.37 | [Jaylee](#family-jaylee) 18.32 |
| Nonmodal records | [Katherine](#family-katherine) 756,402 | [Caitlin](#family-caitlin) 467,442 | [Shawn](#family-shawn) 414,633 | [Hailey](#family-hailey) 316,643 | [Kayden](#family-kayden) 310,185 |
| $D_1$ after discarding forms <100 | [Kaylin](#family-kaylin) 24.29 | [Charisse](#family-charisse) 15.06 | [Kayson](#family-kayson) 13.28 | [Jaylen](#family-jaylen) 12.32 | [Kaylee](#family-kaylee) 12.12 |
| $D_1$ with sex known | [Kaylin](#family-kaylin) 19.08 | [Charisse](#family-charisse) 16.71 | [Kayson](#family-kayson) 13.70 | [Shante](#family-shante) 12.37 | [Kaylee](#family-kaylee) 12.17 |
| Guess error with sex known | [Kaylin](#family-kaylin) 85.3% | [Kayson](#family-kayson) 84.1% | [Charisse](#family-charisse) 79.9% | [Shaelyn](#family-shaelyn) 79.5% | [Cambrie](#family-cambrie) 79.3% |
| Expected guesses with sex known | [Kaylin](#family-kaylin) 7.61 | [Charisse](#family-charisse) 6.94 | [Kaylee](#family-kaylee) 6.04 | [Kayson](#family-kayson) 5.63 | [Shante](#family-shante) 5.35 |

Table: The first five eligible families under each of 12 measures; values are counts, effective spellings, guesses, or percentages as labeled.


Kaylin leads Shannon and Simpson diversity, first-guess error, average guesses, and sample-standardized richness in this set.
Michaela leads $K$, while Kaylee narrowly leads $K_{100}$, the count of retained spellings with at least 100 births.
Katherine leads aggregate burden because a common name can produce more nonmodal records than a rarer but more dispersed name.
Michael illustrates the opposite distinction: it has 15 retained forms, yet 96.0% of the records use Michael, giving $D_1=1.22$ and only 4.0% first-guess error.

## Practical Guessing {#practical-guessing}

How many spellings must a listener consider to cover most people with a given name?
A cumulative coverage curve answers that directly.
Sort the retained spellings by decreasing frequency and define

$$C_k=\sum_{i=1}^{\min(k,K)}p_{(i)},\qquad
G_q=\min\{k:C_k\ge q/100\}.$$

$C_k$ is the fraction covered by the best list of $k$ spellings.
$G_q$ is the shortest list covering at least $q$ percent of the family: $G_{50}$ is the median frequency-ordered guessing rank, and $G_{90}$ is its 90th percentile.
Choosing the largest frequencies maximizes coverage for every list length, because replacing any selected spelling with a less frequent one can only reduce the covered count.

### Covering 90 Percent

Kaylin requires **23 spellings to cover 90%** of retained births.
Its first ten cover only 65.8%, and its first five fail to cover even half.
Kaylee moves ahead of Charisse by this criterion: 17 spellings versus 16, despite Kaylee having lower Shannon diversity and lower first-guess error.
The longer tail changes what happens near 90% coverage.


| Rank | Family | $K$ | $G_{50}$ | $G_{90}$ | $G_{95}$ | $G_{99}$ |
| :--- | :--- | ---: | ---: | ---: | ---: | ---: |
| 1 | [Kaylin](#family-kaylin) | 55 | 6 | 23 | 29 | 40 |
| 2 | [Kaylee](#family-kaylee) | 67 | 3 | 17 | 24 | 39 |
| 3 | [Charisse](#family-charisse) | 44 | 4 | 16 | 21 | 31 |
| 4 | [Shante](#family-shante) | 26 | 4 | 13 | 15 | 19 |
| 5 | [Maylee](#family-maylee) | 26 | 3 | 13 | 15 | 18 |
| 6 | [Jaylee](#family-jaylee) | 28 | 2 | 13 | 17 | 23 |
| 7 | [Kayson](#family-kayson) | 46 | 4 | 12 | 16 | 26 |
| 8 | [Jaylen](#family-jaylen) | 58 | 3 | 12 | 16 | 29 |
| 9 | [Daylen](#family-daylen) | 26 | 4 | 12 | 15 | 20 |
| 10 | [Shaelyn](#family-shaelyn) | 28 | 4 | 10 | 13 | 19 |
| 11 | [Carly](#family-carly) | 19 | 3 | 10 | 11 | 13 |
| 12 | [Michaela](#family-michaela) | 99 | 2 | 10 | 18 | 42 |
| 13 | [Kayden](#family-kayden) | 85 | 3 | 8 | 14 | 37 |
| 14 | [Jerrell](#family-jerrell) | 18 | 3 | 8 | 10 | 14 |
| 15 | [Taylin](#family-taylin) | 16 | 3 | 8 | 9 | 11 |
| 16 | [Adalyn](#family-adalyn) | 22 | 3 | 8 | 11 | 15 |
| 17 | [Chantel](#family-chantel) | 20 | 2 | 8 | 11 | 18 |
| 18 | [Raylee](#family-raylee) | 18 | 2 | 8 | 11 | 15 |
| 19 | [Emmalyn](#family-emmalyn) | 20 | 2 | 8 | 10 | 14 |
| 20 | [Janine](#family-janine) | 42 | 2 | 8 | 13 | 23 |

Table: Top 20 eligible main families by the number of spellings needed for 90% coverage, using 1950–2025 US births with sexes pooled.

Quantiles are integer-valued, so ties are common.
Within a tied $G_{90}$ group, the table orders families by decreasing $D_1$, then births and family name; the secondary order does not imply a different 90% list length.
The complete ranking below preserves all 85 eligible families.

### Familiar Comparisons

The same family can be easy at one coverage target and difficult at another.
The three largest Michaela spellings cover 70.3%, and the first ten reach 90.0%.
Extending coverage to 99% requires **42** spellings, more than Kaylin’s **40** or Kaylee’s **39**.
That is the practical effect of Michaela’s large inventory: many additional spellings matter when the target approaches completeness.


| Family | Top 1 | Top 3 | Top 5 | Top 10 | $G_{50}$ | $G_{90}$ | $G_{99}$ |
| :--- | :--- | ---: | ---: | ---: | ---: | ---: | ---: |
| [Kaylin](#family-kaylin) | 12.2% | 30.6% | 45.5% | 65.8% | 6 | 23 | 40 |
| [Charisse](#family-charisse) | 20.1% | 45.4% | 56.8% | 75.9% | 4 | 16 | 31 |
| [Kayson](#family-kayson) | 15.7% | 42.6% | 61.4% | 87.0% | 4 | 12 | 26 |
| [Jaylen](#family-jaylen) | 22.7% | 53.4% | 66.3% | 85.8% | 3 | 12 | 29 |
| [Shante](#family-shante) | 25.1% | 49.1% | 61.9% | 83.4% | 4 | 13 | 19 |
| [Kaylee](#family-kaylee) | 39.6% | 57.1% | 67.9% | 82.6% | 3 | 17 | 39 |
| [Daylen](#family-daylen) | 17.7% | 46.7% | 68.8% | 88.1% | 4 | 12 | 20 |
| [Shaelyn](#family-shaelyn) | 20.0% | 45.4% | 67.5% | 90.3% | 4 | 10 | 19 |
| [Maylee](#family-maylee) | 32.5% | 50.1% | 61.2% | 82.7% | 3 | 13 | 18 |
| [Kayden](#family-kayden) | 20.9% | 57.5% | 82.3% | 93.4% | 3 | 8 | 37 |
| [Michaela](#family-michaela) | 34.8% | 70.3% | 81.4% | 90.0% | 2 | 10 | 42 |
| [Caitlin](#family-caitlin) | 26.3% | 65.2% | 82.5% | 95.1% | 3 | 7 | 22 |
| [Katherine](#family-katherine) | 38.8% | 93.4% | 96.6% | 99.3% | 2 | 3 | 9 |
| [Shawn](#family-shawn) | 50.7% | 99.7% | 99.9% | 100.0% | 1 | 2 | 3 |
| [Sofia](#family-sofia) | 69.3% | 99.9% | 100.0% | 100.0% | 1 | 2 | 2 |
| [Michael](#family-michael) | 96.0% | 99.6% | 99.8% | 99.9% | 1 | 1 | 2 |

Table: Coverage of selected spelling lists and required list lengths for 16 illustrative families; percentages refer to the retained published population.

Caitlin’s three leading spellings—Kaitlyn, Katelyn, and Caitlin—cover 65.2%; five cover 82.5%, and ten cover 95.1%.
It takes seven to pass 90% and 22 to pass 99%.
Katherine reaches 93.4% with just Katherine, Catherine, and Kathryn, while Michael alone covers 96.0% of its family.
Their raw inventories therefore suggest a different task from routinely finding a high-probability spelling.

The complete curve also connects to expected guesses:

$$E[G]=\sum_{k=0}^{K-1}(1-C_k),\qquad C_0=0.$$

Each additional position contributes the probability that the preceding guesses have all failed.
The embedded program checks this tail-sum identity against the report’s frequency-weighted mean rank for every family.
It checks quantile boundaries using integer counts, so rounding a displayed percentage to 90.0% cannot silently move the actual threshold.

### Using the Curves

For a spelling suggestion list, $C_5$ or $C_{10}$ measures how much of the retained family a compact menu can cover.
For a high-recall lookup, $G_{95}$ or $G_{99}$ measures the candidate-list length needed to reach the stated target.
Record matching can additionally use surname, age, location, and other fields; its accuracy depends on those inputs and its cost of false matches.
The figures here isolate the spelling distribution after assigning the heard name to one specified family.

High coverage targets emphasize both the rare tail and the dictionary boundary.
A 99% threshold refers to the retained published counts, whose treatment of rare cells and alternative readings is fixed by the main report.
The full code calculates coverage at one, two, three, five, and ten spellings and thresholds at 50%, 80%, 90%, 95%, and 99% for all 115 families.
The five threshold rankings use the same 85-family eligibility rule as the main ranking.

### Complete Guessing Ranking {.collapse}

<div class="abstract-collapse">

All 85 eligible families, sorted by decreasing 90% list length, with Shannon diversity as the first tie-breaker.

</div>


| Rank | Family | $G_{50}$ | $G_{80}$ | $G_{90}$ | $G_{95}$ | $G_{99}$ |
| :--- | :--- | ---: | ---: | ---: | ---: | ---: |
| 1 | [Kaylin](#family-kaylin) | 6 | 16 | 23 | 29 | 40 |
| 2 | [Kaylee](#family-kaylee) | 3 | 9 | 17 | 24 | 39 |
| 3 | [Charisse](#family-charisse) | 4 | 12 | 16 | 21 | 31 |
| 4 | [Shante](#family-shante) | 4 | 10 | 13 | 15 | 19 |
| 5 | [Maylee](#family-maylee) | 3 | 10 | 13 | 15 | 18 |
| 6 | [Jaylee](#family-jaylee) | 2 | 8 | 13 | 17 | 23 |
| 7 | [Kayson](#family-kayson) | 4 | 8 | 12 | 16 | 26 |
| 8 | [Jaylen](#family-jaylen) | 3 | 9 | 12 | 16 | 29 |
| 9 | [Daylen](#family-daylen) | 4 | 7 | 12 | 15 | 20 |
| 10 | [Shaelyn](#family-shaelyn) | 4 | 8 | 10 | 13 | 19 |
| 11 | [Carly](#family-carly) | 3 | 8 | 10 | 11 | 13 |
| 12 | [Michaela](#family-michaela) | 2 | 5 | 10 | 18 | 42 |
| 13 | [Kayden](#family-kayden) | 3 | 5 | 8 | 14 | 37 |
| 14 | [Jerrell](#family-jerrell) | 3 | 6 | 8 | 10 | 14 |
| 15 | [Taylin](#family-taylin) | 3 | 6 | 8 | 9 | 11 |
| 16 | [Adalyn](#family-adalyn) | 3 | 5 | 8 | 11 | 15 |
| 17 | [Chantel](#family-chantel) | 2 | 5 | 8 | 11 | 18 |
| 18 | [Raylee](#family-raylee) | 2 | 5 | 8 | 11 | 15 |
| 19 | [Emmalyn](#family-emmalyn) | 2 | 5 | 8 | 10 | 14 |
| 20 | [Janine](#family-janine) | 2 | 4 | 8 | 13 | 23 |
| 21 | [Kiana](#family-kiana) | 2 | 5 | 8 | 11 | 20 |
| 22 | [Caitlin](#family-caitlin) | 3 | 5 | 7 | 10 | 22 |
| 23 | [Cambrie](#family-cambrie) | 3 | 6 | 7 | 8 | 11 |
| 24 | [Braylen](#family-braylen) | 3 | 5 | 7 | 10 | 17 |
| 25 | [Jaycee](#family-jaycee) | 3 | 6 | 7 | 8 | 11 |
| 26 | [Keshawn](#family-keshawn) | 2 | 5 | 7 | 10 | 15 |
| 27 | [Cadence](#family-cadence) | 2 | 4 | 7 | 11 | 20 |
| 28 | [Deshawn](#family-deshawn) | 2 | 5 | 7 | 8 | 13 |
| 29 | [Chanel](#family-chanel) | 2 | 5 | 7 | 9 | 15 |
| 30 | [Jamir](#family-jamir) | 2 | 5 | 7 | 10 | 14 |
| 31 | [Maisie](#family-maisie) | 2 | 5 | 7 | 9 | 13 |
| 32 | [Jerilyn](#family-jerilyn) | 2 | 5 | 7 | 8 | 11 |
| 33 | [Aaliyah](#family-aaliyah) | 2 | 4 | 7 | 14 | 28 |
| 34 | [Christy](#family-christy) | 3 | 5 | 6 | 6 | 10 |
| 35 | [Annalise](#family-annalise) | 2 | 4 | 6 | 10 | 17 |
| 36 | [Hailey](#family-hailey) | 2 | 4 | 6 | 9 | 14 |
| 37 | [Lakeisha](#family-lakeisha) | 2 | 4 | 6 | 8 | 13 |
| 38 | [Janelle](#family-janelle) | 1 | 4 | 6 | 10 | 17 |
| 39 | [Jayden](#family-jayden) | 1 | 3 | 6 | 10 | 22 |
| 40 | [Tory](#family-tory) | 1 | 4 | 6 | 7 | 8 |
| 41 | [Maylin](#family-maylin) | 2 | 4 | 5 | 6 | 8 |
| 42 | [Journey](#family-journey) | 2 | 4 | 5 | 7 | 14 |
| 43 | [Madelyn](#family-madelyn) | 1 | 4 | 5 | 7 | 15 |
| 44 | [Kane](#family-kane) | 2 | 4 | 5 | 6 | 8 |
| 45 | [Cory](#family-cory) | 2 | 2 | 5 | 7 | 10 |
| 46 | [Kaliyah](#family-kaliyah) | 1 | 3 | 5 | 7 | 12 |
| 47 | [Macy](#family-macy) | 2 | 4 | 4 | 6 | 8 |
| 48 | [Aidan](#family-aidan) | 2 | 3 | 4 | 7 | 19 |
| 49 | [Kira](#family-kira) | 2 | 3 | 4 | 5 | 10 |
| 50 | [Riley](#family-riley) | 1 | 3 | 4 | 7 | 17 |
| 51 | [Deonte](#family-deonte) | 2 | 3 | 4 | 5 | 7 |
| 52 | [Janae](#family-janae) | 1 | 3 | 4 | 6 | 10 |
| 53 | [Sherry](#family-sherry) | 1 | 3 | 4 | 4 | 7 |
| 54 | [Nikki](#family-nikki) | 1 | 3 | 4 | 5 | 7 |
| 55 | [Brittany](#family-brittany) | 1 | 2 | 4 | 9 | 22 |
| 56 | [Casey](#family-casey) | 1 | 2 | 4 | 6 | 11 |
| 57 | [Annabel](#family-annabel) | 1 | 3 | 4 | 5 | 6 |
| 58 | [Bailey](#family-bailey) | 1 | 2 | 4 | 7 | 12 |
| 59 | [Kelsey](#family-kelsey) | 1 | 2 | 4 | 7 | 11 |
| 60 | [Katherine](#family-katherine) | 2 | 3 | 3 | 4 | 9 |
| 61 | [Mackenzie](#family-mackenzie) | 1 | 3 | 3 | 6 | 15 |
| 62 | [Lindsey](#family-lindsey) | 2 | 2 | 3 | 6 | 19 |
| 63 | [Blaze](#family-blaze) | 2 | 2 | 3 | 4 | 5 |
| 64 | [Kristen](#family-kristen) | 2 | 2 | 3 | 5 | 9 |
| 65 | [Shay](#family-shay) | 2 | 3 | 3 | 4 | 4 |
| 66 | [Vicki](#family-vicki) | 2 | 3 | 3 | 3 | 5 |
| 67 | [Isabel](#family-isabel) | 2 | 2 | 3 | 4 | 7 |
| 68 | [Crystal](#family-crystal) | 1 | 2 | 3 | 5 | 10 |
| 69 | [Rashawn](#family-rashawn) | 1 | 2 | 3 | 3 | 4 |
| 70 | [Reese](#family-reese) | 1 | 2 | 3 | 3 | 4 |
| 71 | [Jeri](#family-jeri) | 1 | 1 | 3 | 4 | 7 |
| 72 | [Sydney](#family-sydney) | 1 | 2 | 2 | 4 | 7 |
| 73 | [Shawn](#family-shawn) | 1 | 2 | 2 | 3 | 3 |
| 74 | [Terri](#family-terri) | 1 | 2 | 2 | 3 | 4 |
| 75 | [Nicholas](#family-nicholas) | 1 | 1 | 2 | 3 | 5 |
| 76 | [Zachary](#family-zachary) | 1 | 1 | 2 | 3 | 7 |
| 77 | [Cody](#family-cody) | 1 | 1 | 2 | 4 | 7 |
| 78 | [Sofia](#family-sofia) | 1 | 2 | 2 | 2 | 2 |
| 79 | [Kian](#family-kian) | 1 | 2 | 2 | 2 | 3 |
| 80 | [Rachel](#family-rachel) | 1 | 1 | 2 | 2 | 4 |
| 81 | [Eleanor](#family-eleanor) | 1 | 1 | 2 | 3 | 9 |
| 82 | [Stephanie](#family-stephanie) | 1 | 1 | 2 | 3 | 8 |
| 83 | [Lee](#family-lee) | 1 | 2 | 2 | 2 | 2 |
| 84 | [Christopher](#family-christopher) | 1 | 1 | 1 | 1 | 4 |
| 85 | [Michael](#family-michael) | 1 | 1 | 1 | 1 | 2 |

Table: Complete optimal candidate-list ranking, 1950–2025; each entry is the minimum number of frequency-ordered spellings required for its coverage target.

## Context Matters

A listener may know the person’s age, country, language, or sex.
Those clues change the relevant spelling frequencies.
The recorded-sex calculation makes one such adjustment directly:

$$H(S\mid X)=\sum_x P(x)H(S\mid X=x),\qquad D_1(S\mid X)=2^{H(S\mid X)}.$$

Conditional diversity averages the **entropies**, then exponentiates; it does not average the effective counts.
The optimal first guess and the optimal sequential order are chosen separately within each sex, then their errors or costs are averaged by birth count.

| Family | Pooled $D_1$ | Sex-known $D_1$ | Pooled error | Sex-known error | Pooled guesses | Sex-known guesses |
| :--- | ---: | ---: | ---: | ---: | ---: | ---: |
| [Kaylin](#family-kaylin) | 24.50 | 19.08 | 87.8% | 85.3% | 9.65 | 7.61 |
| [Charisse](#family-charisse) | 16.71 | 16.71 | 79.9% | 79.9% | 6.94 | 6.94 |
| [Jaylen](#family-jaylen) | 12.64 | 8.95 | 77.3% | 72.8% | 5.35 | 4.28 |
| [Daylen](#family-daylen) | 11.87 | 8.73 | 82.3% | 75.7% | 5.02 | 3.84 |
| [Braylen](#family-braylen) | 7.85 | 5.00 | 73.0% | 57.5% | 3.50 | 2.56 |
| [Taylin](#family-taylin) | 8.69 | 6.84 | 79.0% | 71.8% | 3.87 | 3.30 |
| [Caitlin](#family-caitlin) | 8.55 | 8.55 | 73.7% | 73.7% | 3.77 | 3.77 |
| [Jeri](#family-jeri) | 1.99 | 1.46 | 15.3% | 11.7% | 1.40 | 1.27 |

Table: Knowing recorded sex reduces average uncertainty; pooled and conditional values use the same retained births.


For Kaylin, knowing recorded sex reduces $D_1$ from 24.50 to 19.08 and expected guesses from 9.65 to 7.61.
The reduction is large because the sex distributions favor different spellings.
Conditional entropy and optimal average guessing cost cannot increase when information is added.
An individual subgroup can nevertheless be harder: the female Jeri/Jerry family is more dispersed than the pooled family, whose counts are dominated by male Jerry.

## Sex-Specific Rankings

The separate rankings answer the listener’s question within each recorded-sex population.
The same 10,000-birth threshold leaves 70 female and 35 male families under the main pronunciation convention.
These are registered first names, so nickname use outside the registration data does not enter the counts.

| Rank | Female family | Female births | Female $D_1$ | Male family | Male births | Male $D_1$ |
| :--- | :--- | ---: | ---: | ---: | ---: | ---: |
| 1 | [Kaylin](#family-kaylin) | 136,871 | 19.03 | [Kaylin](#family-kaylin) | 26,433 | 19.29 |
| 2 | [Charisse](#family-charisse) | 26,117 | 16.71 | [Kayson](#family-kayson) | 96,812 | 13.77 |
| 3 | [Jaylen](#family-jaylen) | 79,667 | 14.26 | [Kayden](#family-kayden) | 371,644 | 9.36 |
| 4 | [Shante](#family-shante) | 23,456 | 12.57 | [Daylen](#family-daylen) | 16,185 | 9.30 |
| 5 | [Kaylee](#family-kaylee) | 353,948 | 12.19 | [Jerrell](#family-jerrell) | 23,013 | 8.84 |
| 6 | [Maylee](#family-maylee) | 14,123 | 11.69 | [Keshawn](#family-keshawn) | 18,295 | 7.76 |
| 7 | [Shaelyn](#family-shaelyn) | 17,156 | 11.42 | [Deshawn](#family-deshawn) | 45,378 | 7.10 |
| 8 | [Kayden](#family-kayden) | 20,258 | 9.55 | [Jamir](#family-jamir) | 21,292 | 6.70 |
| 9 | [Carly](#family-carly) | 187,591 | 9.24 | [Jaylen](#family-jaylen) | 122,647 | 6.61 |
| 10 | [Michaela](#family-michaela) | 310,290 | 9.11 | [Tory](#family-tory) | 18,837 | 5.10 |
| 11 | [Jaylee](#family-jaylee) | 17,862 | 8.86 | [Braylen](#family-braylen) | 41,597 | 4.85 |
| 12 | [Caitlin](#family-caitlin) | 633,435 | 8.55 | [Aidan](#family-aidan) | 530,056 | 4.70 |
| 13 | [Adalyn](#family-adalyn) | 136,620 | 8.35 | [Kane](#family-kane) | 39,748 | 4.63 |
| 14 | [Chantel](#family-chantel) | 49,569 | 8.29 | [Jayden](#family-jayden) | 423,554 | 4.25 |
| 15 | [Taylin](#family-taylin) | 12,539 | 8.22 | [Deonte](#family-deonte) | 17,283 | 4.10 |
| 16 | [Cambrie](#family-cambrie) | 11,540 | 8.20 | [Blaze](#family-blaze) | 20,677 | 3.44 |
| 17 | [Jayden](#family-jayden) | 72,170 | 8.11 | [Reese](#family-reese) | 53,731 | 3.31 |
| 18 | [Jaycee](#family-jaycee) | 41,466 | 8.03 | [Shay](#family-shay) | 16,005 | 3.03 |
| 19 | [Raylee](#family-raylee) | 15,701 | 7.84 | [Cory](#family-cory) | 346,688 | 2.99 |
| 20 | [Cory](#family-cory) | 59,961 | 7.82 | [Rashawn](#family-rashawn) | 11,620 | 2.92 |

Table: Top 20 female and male families, 1950–2025; the population threshold is applied separately within each sex.

Jaylen illustrates why pooled ranking and conditional ranking differ.
Its female distribution has 14.26 effective spellings, compared with 6.61 among males; Cory similarly has 7.82 versus 2.99.
The full numerical appendix supplies every family under both scopes.


## Birth Cohort and Context

Some apparent ambiguity comes from mixing generations with different spelling preferences.
Conditioning on birth cohort asks how difficult a name remains after the listener receives that additional clue.
This calculation retains the same 1950–2025 births and family dictionaries, then partitions each family by birth decade, recorded sex, or both.
The last interval is 2020–2025; it is a six-year observed cohort, not an extrapolated decade.

For spelling $S$, recorded sex $X$, and birth cohort $C$, conditional entropy is
$H(S\mid X,C)=\sum_{x,c}(n_{xc}/N)H(S\mid X=x,C=c)$.
Each context receives its share of the family's published births.
The calculation averages entropy before exponentiating to obtain $D_1$; it does not average the effective counts or give each decade equal weight.
Optimal first guesses and sequential guessing orders are chosen separately within each context, then their costs are averaged over those same births.

**Kaylin remains first when both sex and birth decade are known**, with 17.57 effective spellings, followed by Charisse at 15.49 and Kayson at 12.95.
Nine of the pooled top ten remain in the context-adjusted top ten; Carly enters and Daylen leaves.
The Spearman correlation between the complete pooled and sex-plus-decade diversity rankings is 0.9865 across the same 85 eligible families.
The leading result therefore survives a more informative prior than the pooled population.

| Rank with context | Pooled rank | Family | Pooled $D_1$ | Decade $D_1$ | Sex $D_1$ | Sex + decade $D_1$ | Error with both |
|---:|---:|:---|---:|---:|---:|---:|---:|
| 1 | 1 | [Kaylin](#family-kaylin) | 24.50 | 22.65 | 19.08 | 17.57 | 84.9% |
| 2 | 2 | [Charisse](#family-charisse) | 16.71 | 15.49 | 16.71 | 15.49 | 78.4% |
| 3 | 3 | [Kayson](#family-kayson) | 13.93 | 13.21 | 13.70 | 12.95 | 80.6% |
| 4 | 6 | [Kaylee](#family-kaylee) | 12.23 | 11.70 | 12.17 | 11.64 | 60.3% |
| 5 | 5 | [Shante](#family-shante) | 12.51 | 11.66 | 12.37 | 11.52 | 73.6% |
| 6 | 9 | [Maylee](#family-maylee) | 11.69 | 10.86 | 11.69 | 10.86 | 67.5% |
| 7 | 8 | [Shaelyn](#family-shaelyn) | 11.83 | 11.15 | 11.26 | 10.57 | 78.3% |
| 8 | 10 | [Kayden](#family-kayden) | 9.65 | 9.12 | 9.37 | 8.81 | 72.5% |
| 9 | 11 | [Carly](#family-carly) | 9.24 | 8.78 | 9.20 | 8.76 | 64.4% |
| 10 | 4 | [Jaylen](#family-jaylen) | 12.64 | 11.89 | 8.95 | 8.50 | 68.0% |
| 11 | 14 | [Jaylee](#family-jaylee) | 8.77 | 8.44 | 8.72 | 8.39 | 52.2% |
| 12 | 12 | [Michaela](#family-michaela) | 9.11 | 8.34 | 9.10 | 8.34 | 61.9% |
| 13 | 17 | [Adalyn](#family-adalyn) | 8.35 | 8.24 | 8.35 | 8.24 | 73.9% |
| 14 | 7 | [Daylen](#family-daylen) | 11.87 | 11.12 | 8.73 | 8.21 | 72.8% |
| 15 | 18 | [Chantel](#family-chantel) | 8.30 | 8.12 | 8.28 | 8.10 | 69.7% |
| 16 | 16 | [Caitlin](#family-caitlin) | 8.55 | 8.06 | 8.55 | 8.06 | 69.8% |
| 17 | 19 | [Cambrie](#family-cambrie) | 8.20 | 8.03 | 8.20 | 8.03 | 78.2% |
| 18 | 13 | [Jerrell](#family-jerrell) | 8.83 | 7.91 | 8.80 | 7.87 | 72.7% |
| 19 | 22 | [Raylee](#family-raylee) | 7.83 | 7.53 | 7.74 | 7.41 | 67.2% |
| 20 | 24 | [Keshawn](#family-keshawn) | 7.66 | 7.44 | 7.56 | 7.36 | 66.2% |

Table: The 20 hardest families by Shannon diversity with recorded sex and birth decade known; all scores average over the same 1950–2025 records, with the main 10,000-birth eligibility rule.

For Kaylin, sex supplies more information than decade: $D_1$ falls from 24.50 pooled to 19.08 with sex alone, 22.65 with decade alone, and 17.57 with both.
Its first-guess error remains 84.9% with both clues, and its expected number of frequency-ordered guesses falls from 9.65 to 7.13.
Context helps substantially without making the spelling predictable.

Jaylen falls from fourth to tenth and Daylen from seventh to fourteenth because their pooled spelling mixtures differ across the contexts.
Caitlin stays sixteenth: knowing both clues changes $D_1$ from 8.55 to 8.06 and first-guess error from 73.7% to 69.8%.
Across the 85 families, the median additional information supplied by decade after sex is known is 0.054 bits, corresponding to a median 3.7% reduction in effective spellings.
The largest additional cohort information occurs for Kiana, Jerrell, and Jerilyn: respectively 0.203, 0.161, and 0.144 bits.
These compare distributions within the retained families; they do not estimate a causal effect of a person's age.

### Leaders Within Decades

A second question selects a cohort rather than averaging across cohorts: which names are most ambiguous among births in that interval?
The following table pools recorded sexes within each interval and requires 1,000 published births in the family during that interval.
It draws from all 86 families under the main pronunciation convention, so its eligibility threshold differs from the aggregate ranking.

| Birth interval | Eligible families | First | Second | Third |
|:---|---:|:---|:---|:---|
| 1950–1959 | 32 | [Janine](#family-janine) 6.94 | [Christy](#family-christy) 6.61 | [Janelle](#family-janelle) 5.67 |
| 1960–1969 | 37 | [Charisse](#family-charisse) 11.59 | [Chantel](#family-chantel) 8.52 | [Janine](#family-janine) 7.01 |
| 1970–1979 | 55 | [Charisse](#family-charisse) 17.79 | [Shante](#family-shante) 13.57 | [Kaylin](#family-kaylin) 10.94 |
| 1980–1989 | 63 | [Kaylin](#family-kaylin) 19.26 | [Charisse](#family-charisse) 19.02 | [Kaylee](#family-kaylee) 16.17 |
| 1990–1999 | 74 | [Kaylin](#family-kaylin) 23.21 | [Charisse](#family-charisse) 17.50 | [Kaylee](#family-kaylee) 14.76 |
| 2000–2009 | 83 | [Kaylin](#family-kaylin) 23.12 | [Maylee](#family-maylee) 13.61 | [Jaylen](#family-jaylen) 12.86 |
| 2010–2019 | 80 | [Kaylin](#family-kaylin) 22.61 | [Kayson](#family-kayson) 13.75 | [Jaylen](#family-jaylen) 12.60 |
| 2020–2025 | 71 | [Kaylin](#family-kaylin) 25.29 | [Kayson](#family-kayson) 14.34 | [Carly](#family-carly) 10.93 |

Table: The three highest $D_1$ values within each birth interval; the final interval covers only 2020–2025.

Janine leads the 1950s, Charisse leads the 1960s and 1970s, and Kaylin leads every interval from the 1980s onward.
Kaylin's 2020–2025 score reaches 25.29 among 11,209 published births.
This recent result shows that its pooled lead is not produced merely by combining disjoint historical fashions.
The changing eligible-family counts reflect the fixed inventory, the per-interval threshold, and the published data; they are not estimates of the total number of English sound families in each decade.

The embedded program also conditions on exact birth year, separately and jointly with sex.
For Kaylin, sex-plus-year diversity is 16.93; Charisse remains second at 14.23.
Finer partitions reveal more information in these observed records, but suppression becomes more consequential: unpublished rare cells can make a small context look more concentrated.
These scores therefore describe prediction within the released counts and the specified dictionary.
The program checks every refinement: additional context cannot increase average entropy, optimal first-guess error, or optimal expected guesses.

# Raw Spelling Inventories

Published inventories corroborate the main candidates while using different inclusion rules and time periods.
[Wattenberg 2023](https://namerology.com/2023/04/26/names-with-the-most-different-spellings/ "'This Name Has 135 Different Spellings', Wattenberg 2023") counted 135 Michaela forms, each appearing at least five times among girls in some year, using pronunciation judgment and popularity patterns.
Her other highlighted counts were Kaylee 103, Kayden 83, Madeline 75, and Zachary 69.
The Madeline total explicitly combines alternative endings.

| Family | Scooter B 2019 | Wattenberg 2023 | NamePlay 2026 snapshot | Retained here |
| :--- | ---: | ---: | ---: | ---: |
| Michaela / Makayla | 122 | 135 | 152 | 99 |
| Kaylee | 106 | 103 | 109 | 67 |
| Kayden | 76 | 83 | 90 | 85 |
| Caitlin / Kaitlyn | 74 | — | 92 | 57 |
| Aaliyah | 115 | — | 117 | 39 |
| Jacqueline | 115 | — | 112 | 52 |
| Arianna / Ariana | 146 | — | 136 | Not pooled |
| Alicia | 133 | — | 117 | Not pooled |

Table: Published inventories use different pronunciation boundaries and years; a dash means no count cited here, and Jacqueline remains pronunciation-sensitive in this report.


The older [Scooter B 2019](https://namenerds.blogspot.com/2019/06/names-with-most-spellings.html "'Names With the Most Spellings', Scooter B 2019") list places Arianna at 146, Alicia at 133, Michaela at 122, and Jacqueline at 115.
Its Arianna entry explicitly includes four pronunciations.
Those numbers describe broad name inventories; they do not establish 146 interchangeable spellings of one heard sound.
The NamePlay snapshot supplies another discovery route, using pronunciation models and grouping rules ([NamePlay 2026](https://nameplay.org/about/how-we-group-names "'How We Group Names by Pronunciation', NamePlay 2026")).

Among the published inventories reviewed here, **Michaela/Makayla is the strongest documented single-English-reading contender**, while broader Arianna/Ariana and Alicia inventories can be larger when multiple readings are admitted.
The present 99-form Michaela core is a declared subset, not an estimate that the remaining published forms never occur.

# Robustness

## Rare Spellings and Time

Removing retained spellings with fewer than 100 births and renormalizing preserves all ten members of the main Shannon top ten.
Kaylin changes from 24.50 to 24.29 effective spellings; Charisse changes from 16.71 to 15.06; Caitlin changes from 8.55 to 8.48.
Eight of the Shannon top ten also appear in the Simpson top ten, and seven appear in the first-guess-error top ten.

Starting the pooled window in 1880 or 1980 instead of 1950 preserves the same Shannon top-ten set.
Recent cohorts change the membership more because older fashions contribute fewer published births.
The next table requires 1,000 births during the shorter 2015–2025 window.

| Rank | Family | Births, 2015–2025 | $D_1$ | Guess error |
| :--- | :--- | ---: | ---: | ---: |
| 1 | [Kaylin](#family-kaylin) | 26,998 | 24.42 | 89.6% |
| 2 | [Kayson](#family-kayson) | 64,316 | 14.37 | 81.4% |
| 3 | [Daylen](#family-daylen) | 9,016 | 11.02 | 81.5% |
| 4 | [Carly](#family-carly) | 23,761 | 10.96 | 75.8% |
| 5 | [Jaylen](#family-jaylen) | 40,081 | 10.53 | 69.1% |
| 6 | [Maylee](#family-maylee) | 7,353 | 10.16 | 65.1% |
| 7 | [Shaelyn](#family-shaelyn) | 2,212 | 10.15 | 79.6% |
| 8 | [Kaylee](#family-kaylee) | 60,652 | 9.86 | 54.6% |
| 9 | [Jaylee](#family-jaylee) | 6,366 | 8.37 | 52.4% |
| 10 | [Michaela](#family-michaela) | 37,415 | 8.30 | 65.9% |
| 11 | [Taylin](#family-taylin) | 8,266 | 8.27 | 78.8% |
| 12 | [Kayden](#family-kayden) | 140,296 | 8.24 | 70.6% |
| 13 | [Cambrie](#family-cambrie) | 5,258 | 8.21 | 76.8% |
| 14 | [Adalyn](#family-adalyn) | 92,333 | 8.11 | 72.3% |
| 15 | [Braylen](#family-braylen) | 31,184 | 7.66 | 77.9% |
| 16 | [Jerrell](#family-jerrell) | 1,553 | 7.61 | 76.6% |
| 17 | [Raylee](#family-raylee) | 7,993 | 6.98 | 67.5% |
| 18 | [Emmalyn](#family-emmalyn) | 12,265 | 6.92 | 60.6% |
| 19 | [Caitlin](#family-caitlin) | 22,975 | 6.79 | 65.2% |
| 20 | [Deshawn](#family-deshawn) | 4,841 | 6.61 | 63.3% |

Table: Top 20 recent-cohort families by Shannon diversity, with a 1,000-birth family threshold.


Low recent counts can make old families disappear behind the publication floor.
They should not be interpreted as evidence that all surviving bearers now use one standardized spelling.
Long windows answer a question about many generations; short windows answer a question about recent births.

## Popularity Thresholds

| Minimum births | First three by $D_1$ | First three by guess error |
| :--- | :--- | :--- |
| 10,000 | [Kaylin](#family-kaylin), [Charisse](#family-charisse), [Kayson](#family-kayson) | [Kaylin](#family-kaylin), [Kayson](#family-kayson), [Daylen](#family-daylen) |
| 20,000 | [Kaylin](#family-kaylin), [Charisse](#family-charisse), [Kayson](#family-kayson) | [Kaylin](#family-kaylin), [Kayson](#family-kayson), [Daylen](#family-daylen) |
| 50,000 | [Kaylin](#family-kaylin), [Kayson](#family-kayson), [Jaylen](#family-jaylen) | [Kaylin](#family-kaylin), [Kayson](#family-kayson), [Kayden](#family-kayden) |
| 100,000 | [Kaylin](#family-kaylin), [Jaylen](#family-jaylen), [Kaylee](#family-kaylee) | [Kaylin](#family-kaylin), [Kayden](#family-kayden), [Jaylen](#family-jaylen) |
| 200,000 | [Jaylen](#family-jaylen), [Kaylee](#family-kaylee), [Kayden](#family-kayden) | [Kayden](#family-kayden), [Jaylen](#family-jaylen), [Caitlin](#family-caitlin) |
| 400,000 | [Caitlin](#family-caitlin), [Hailey](#family-hailey), [Jayden](#family-jayden) | [Caitlin](#family-caitlin), [Hailey](#family-hailey), [Katherine](#family-katherine) |
| 1,000,000 | [Katherine](#family-katherine), [Nicholas](#family-nicholas), [Christopher](#family-christopher) | [Katherine](#family-katherine), [Nicholas](#family-nicholas), [Christopher](#family-christopher) |

Table: Eligibility thresholds change which population of names is being ranked; the cohort remains 1950–2025.


Kaylin leads through a 100,000-birth requirement.
At 200,000 births it becomes ineligible and Jaylen leads Shannon diversity; at 400,000 Caitlin leads; at one million Katherine leads.
These cutoffs make a familiar-name list easy to obtain without pretending it answers the unrestricted question.

## Kaylin Membership

The largest assignment sensitivity concerns Kaylin’s weak final vowels and spellings with alternative stressed vowels.
The retained family treats KAY-lin and KAY-lən as equivalent under the stated convention.
Primary pronunciation guides attest KAY readings for Kalyn McPherson, Kalin Lucas, and Kalan Ellis ([Michigan Athletics 2009](https://mgoblue.com/documents/download/2009/11/18/bkw-gamenotes-111809.pdf "'Women’s Basketball Game Notes', Michigan Athletics 2009"), [Michigan State Athletics 2011](https://s3.us-east-2.amazonaws.com/sidearm.nextgen.sites/msuspartans.com/documents/2018/7/25/13889__m_baskbl__msunotes022111.pdf "'Men’s Basketball Game Notes', Michigan State Athletics 2011"), [San Diego State Athletics 2025](https://gobulldogs.com/documents/download/2025/10/20/San_Diego_State_Notes_vs._Fresno_State.pdf "'Football Game Notes', San Diego State Athletics 2025")).
Those examples establish possible readings, not nationwide pronunciation fractions.

| Membership | $K$ | Pooled $D_1$ | Sex-known $D_1$ | Pooled error | Sex-known error |
| :--- | ---: | ---: | ---: | ---: | ---: |
| Full 55-spelling core | 55 | 24.50 | 19.08 | 87.8% | 85.3% |
| Omit Kalin, Kalan, Calen, Calan | 51 | 21.90 | 17.86 | 87.1% | 84.5% |
| Also omit Kalyn and Kalynn | 49 | 20.04 | 16.16 | 86.1% | 83.3% |
| Charisse comparison | 44 | 16.71 | 16.71 | 79.9% | 79.9% |

Table: Deterministic membership sensitivity for Kaylin; these are alternative dictionaries, not confidence intervals.


Kaylin’s pooled lead over Charisse survives both deletion scenarios.
With sex known, deleting all six changes their ordering: Kaylin falls to 16.16, below Charisse’s 16.71.
This is a consequential boundary, so the headline specifies both the family convention and the pooled population.

Dropping ambiguous spellings does not provide a general lower bound on diversity.
Removing a dominant spelling can make the remainder more balanced and increase entropy.
Membership sensitivity must therefore report the resulting distribution, not merely describe a shorter list as “conservative”.

## Census Reweighting

The full official 2020 Census first-name table contains **53,615 spellings**, released in April 2026 ([Census Bureau 2026](https://www.census.gov/topics/population/genealogy/data/2020_names.html "'Frequently Occurring First Names and Last Names in the 2020 Census', Census Bureau 2026")).
It describes residents counted in 2020; the SSA describes cumulative registered births.
Mortality, immigration, name changes, and reporting distinguish those populations.

For each family, the comparison retains exactly the spellings present in both sources and ends the SSA window in 2020.
Holding membership fixed makes the change in weights interpretable.

| Family | Shared forms | SSA $D_1$ | Census $D_1$ | Census count | Census leader |
| :--- | ---: | ---: | ---: | ---: | ---: |
| [Kaylin](#family-kaylin) | 45 | 24.05 | 24.63 | 138,134 | Kaylin |
| [Charisse](#family-charisse) | 29 | 15.60 | 16.38 | 23,453 | Charisse |
| [Jaylen](#family-jaylen) | 34 | 12.55 | 12.72 | 154,045 | Jalen |
| [Shante](#family-shante) | 20 | 12.17 | 12.62 | 20,376 | Shante |
| [Kaylee](#family-kaylee) | 51 | 12.04 | 12.51 | 297,532 | Kaylee |
| [Daylen](#family-daylen) | 19 | 11.28 | 12.04 | 18,101 | Daylen |
| [Shaelyn](#family-shaelyn) | 16 | 10.60 | 11.46 | 14,673 | Shaelyn |
| [Kayson](#family-kayson) | 17 | 10.68 | 10.65 | 53,554 | Kason |
| [Maylee](#family-maylee) | 14 | 9.38 | 10.22 | 9,745 | Maylee |
| [Kayden](#family-kayden) | 40 | 9.36 | 9.45 | 288,014 | Caden |
| [Jerrell](#family-jerrell) | 16 | 8.41 | 9.33 | 18,774 | Jerrell |
| [Michaela](#family-michaela) | 53 | 8.82 | 9.22 | 269,181 | Makayla |
| [Carly](#family-carly) | 17 | 9.12 | 8.87 | 168,626 | Carly |
| [Caitlin](#family-caitlin) | 44 | 8.52 | 8.52 | 564,606 | Kaitlyn |
| [Adalyn](#family-adalyn) | 16 | 8.28 | 8.47 | 83,070 | Adalyn |

Table: Leading 15 families under 2020 Census weighting; the SSA comparison uses 1880–2020 births and exactly the same spelling set.


Across all 85 eligible families, the leading spelling agrees in **80**.
Spearman rank correlation is **0.9955 for $D_1$** and **0.9951 for $D_2$** on identical shared spelling sets.
Kaylin and Charisse remain the first two by Shannon diversity.
This is strong corroboration of frequency dispersion across populations; both calculations still use the same pronunciation assignments.

The Census publication has its own filters: eligibility requires at least 100 occurrences in both 2010 and 2020, and the counts undergo editing and disclosure protection ([Comenetz 2026](https://www2.census.gov/library/publications/decennial/2020/c2020br-13.pdf "'First Name Data From the 2020 Census', Comenetz 2026")).
A recent spelling can therefore be missing despite substantial 2020 use.
For Kayson, the main unrestricted score is 13.93, but the 17 shared forms give 10.68 in SSA and 10.65 in Census.
Comparing the unrestricted 13.93 directly with 10.65 would mix a population effect with a membership effect.

# Country Comparisons {#country-comparison}

A spelling family can be ambiguous in one country and conventional in another.
In the fixed Kaylee dictionary below, Kayleigh accounts for 74.7% of published England/Wales births during 1996–2025, while the leading US spelling, Kaylee, accounts for 43.0%.
The effective number of spellings is consequently 2.84 in England/Wales and 10.32 in the US.
Caitlin shows the same pattern: the leading spelling captures 61.1% in England/Wales, compared with 31.3% for Kaitlyn in the US.

This comparison holds the dictionary, years, and pooling rule constant: the same 21 selected spelling cores, births during 1996–2025 inclusive, and both recorded sexes pooled within each population.
US counts come from the [SSA 2026](https://www.ssa.gov/oact/babynames/names.zip "National Baby-Name Data") archive; England/Wales counts come from [ONS 2026](https://www.ons.gov.uk/peoplepopulationandcommunity/birthsdeathsandmarriages/livebirths/datasets/babynamesinenglandandwalesfrom1996 "Baby Names in England and Wales: From 1996"), released 2026-07-09.
This England/Wales comparison excludes Scotland and Northern Ireland.
The country comparison uses a separate set of fixed spelling dictionaries, so its US scores must be compared within this table.

Birth totals below sum the published counts in each selected core, not all possible spellings of the name.

| Family | US births | E&W births | US $D_1$ | E&W $D_1$ | US leader | E&W leader |
|:---|---:|---:|---:|---:|:---|:---|
| Kaylin | 98,366 | 2,241 | 12.70 | 9.41 | Kaylin 16.6% | Kaylen 31.8% |
| Kaylee | 292,879 | 14,322 | 10.32 | 2.84 | Kaylee 43.0% | Kayleigh 74.7% |
| Caden | 371,890 | 25,392 | 7.77 | 7.08 | Kayden 21.9% | Kayden 33.8% |
| Caitlin | 378,891 | 47,420 | 7.66 | 3.87 | Kaitlyn 31.3% | Caitlin 61.1% |
| Michaela | 247,876 | 6,940 | 6.51 | 4.78 | Makayla 41.3% | Michaela 54.2% |
| Muhammad† | 67,329 | 203,564 | 5.13 | 3.86 | Muhammad 29.0% | Muhammad 38.4% |
| Hayley | 378,998 | 8,336 | 4.99 | 2.75 | Hailey 43.6% | Hayley 72.6% |
| Alistair | 7,993 | 6,626 | 4.17 | 3.36 | Alistair 47.0% | Alistair 54.3% |
| Aidan | 508,440 | 37,989 | 3.68 | 3.19 | Aiden 51.0% | Aidan 44.6% |
| Katherine | 281,103 | 26,147 | 3.54 | 3.55 | Katherine 51.2% | Katherine 43.5% |
| Kira | 80,804 | 27,036 | 3.31 | 2.88 | Keira 39.6% | Keira 53.7% |
| Isabel | 178,141 | 93,505 | 3.18 | 3.58 | Isabel 44.7% | Isabelle 50.2% |
| Annabel | 76,585 | 28,096 | 3.16 | 2.63 | Annabelle 64.8% | Annabelle 55.0% |
| Shaun | 187,504 | 22,256 | 2.29 | 2.11 | Sean 64.8% | Sean 67.7% |
| Finlay | 51,340 | 66,662 | 2.03 | 2.34 | Finley 78.6% | Finley 66.6% |
| Sofia | 569,573 | 79,556 | 1.90 | 2.02 | Sophia 68.7% | Sophia 60.9% |
| Freya | 23,946 | 55,820 | 1.89 | 1.36 | Freya 80.0% | Freya 93.8% |
| Eleanor | 106,214 | 44,288 | 1.69 | 1.42 | Eleanor 90.2% | Eleanor 93.4% |
| Rachel | 174,067 | 24,116 | 1.59 | 1.74 | Rachel 86.8% | Rachel 79.4% |
| Lee | 15,865 | 9,190 | 1.53 | 1.49 | Lee 84.8% | Lee 86.4% |
| Sophie | 96,447 | 105,531 | 1.32 | 1.06 | Sophie 93.9% | Sophie 99.0% |

Table: Identical selected spelling cores and birth years, 1996–2025; both sexes pooled; rows ordered by US Shannon diversity.

Kaylin and Caden remain dispersed across several substantial spellings in both populations.
The comparison is conditional on the stated English readings: registers contain spelling and frequency, not each bearer’s pronunciation.
†Muhammad is retained as a transliteration-family comparison; its spellings are not guaranteed to share one exact pronunciation, a distinction also discussed by [ONS 2016](https://www.ons.gov.uk/peoplepopulationandcommunity/birthsdeathsandmarriages/livebirths/articles/thepopularityofthenamemuhammadmohammedmohammad/2016-09-02 "The Popularity of the Name Muhammad/Mohammed/Mohammad").

The disclosure rules still differ: SSA omits spelling–sex–year cells below 5, while ONS omits cells below 3.
Absent cells therefore mean unavailable counts, not known zero births; the smaller England/Wales population also makes rare spellings harder to observe.
All selected 2025 spelling–sex counts agreed with the separate ONS single-year tables, which checks this extraction without asserting agreement for unrelated workbook entries.

## Recent Cohorts {#country-cohorts}

Country differences also change over time.
In England/Wales, Kayleigh’s share of this Kaylee core falls from 74.7% over 1996–2025 to 46.9% over 2015–2025, raising $D_1$ from 2.84 to 4.12.
The last year is shown separately so that a 30-year mixture is not mistaken for current usage.

| Family | US 2015–2025 | E&W 2015–2025 | US 2025 | E&W 2025 |
|:---|---:|---:|---:|---:|
| Kaylin | 12.81 | 6.70 | 13.09 | 5.26 |
| Kaylee | 9.17 | 4.12 | 9.97 | 2.51 |
| Caden | 6.99 | 5.82 | 6.33 | 5.07 |
| Caitlin | 6.56 | 4.92 | 5.69 | 4.17 |
| Michaela | 6.77 | 5.42 | 6.57 | 5.36 |
| Muhammad | 4.65 | 3.44 | 4.26 | 2.96 |
| Hayley | 4.01 | 3.54 | 3.10 | 3.61 |
| Alistair | 4.04 | 2.99 | 3.82 | 2.89 |
| Aidan | 3.06 | 3.57 | 2.96 | 3.69 |
| Katherine | 3.24 | 2.82 | 3.05 | 2.42 |
| Kira | 3.09 | 2.77 | 2.85 | 2.76 |
| Isabel | 3.09 | 2.95 | 2.94 | 3.09 |
| Annabel | 2.41 | 2.32 | 2.03 | 2.13 |
| Shaun | 2.48 | 2.40 | 2.41 | 2.59 |
| Finlay | 2.05 | 1.94 | 2.06 | 1.81 |
| Sofia | 1.98 | 2.04 | 1.99 | 2.08 |
| Freya | 1.87 | 1.41 | 1.78 | 1.40 |
| Eleanor | 1.60 | 1.35 | 1.56 | 1.33 |
| Rachel | 1.39 | 1.50 | 1.27 | 1.23 |
| Lee | 1.44 | 1.36 | 1.30 | 1.00 |
| Sophie | 1.31 | 1.09 | 1.24 | 1.12 |

Table: Shannon effective spellings, $D_1$, using the same fixed dictionaries in both countries and both periods.

# Surname Examples {#surname-examples}

Surname spellings exhibit the same distinction between a long tail of variants and several equally plausible guesses.
The four examples below use exact bearer counts from the [Census Bureau 2016](https://www.census.gov/topics/population/genealogy/data/2010_surnames.html "Frequently Occurring Surnames From the 2010 Census") release, conditional on the stated English readings.
They illustrate the calculation; they do not establish an exhaustive surname ranking.

These are residents counted in 2010, rather than births pooled over decades.
The published file includes surname spellings with at least 100 bearers, and its editing removes punctuation and spaces and corrects some obvious errors: [Comenetz 2016](https://www2.census.gov/topics/genealogy/2010surnames/surnames.pdf "Frequently Occurring Surnames in the 2010 Census").
The raw number of variants is therefore a count of selected published strings, not every spelling ever used.

| Family | Intended reading | Bearers | Spellings | $D_1$ | $D_2$ | Leading share |
|:---|:---|---:|---:|---:|---:|---:|
| McNeil | mək-NEEL | 82,855 | 9 | 4.24 | 3.44 | 41.5% |
| Dailey | DAY-lee | 101,000 | 5 | 3.88 | 3.64 | 32.4% |
| Shepherd | SHEP-ərd | 147,007 | 8 | 3.75 | 3.26 | 41.1% |
| Ritchie | RICH-ee | 62,992 | 4 | 3.43 | 3.05 | 46.1% |

Table: Selected surname families in the 2010 US Census; $D_1$ is Shannon diversity and $D_2=1/\sum_i p_i^2$ is Simpson diversity.

McNeil leads these four by Shannon diversity because its nine retained spellings include a substantial tail.
Dailey leads by Simpson diversity and first-guess error: its three largest spellings are unusually balanced, and always guessing Dailey would fail 67.6% of the time within this core.
The corresponding error for McNeil is 58.5%.

| Family | Spelling | 2010 bearers |
|:---|:---|---:|
| McNeil | McNeil | 34,368 |
| McNeil | McNeal | 20,778 |
| McNeil | McNeill | 19,152 |
| McNeil | MacNeil | 3,003 |
| McNeil | McNiel | 2,009 |
| McNeil | MacNeill | 1,553 |
| McNeil | McNeel | 1,262 |
| McNeil | MacNeal | 612 |
| McNeil | McNiell | 118 |
| Dailey | Dailey | 32,719 |
| Dailey | Daly | 31,330 |
| Dailey | Daley | 24,901 |
| Dailey | Daily | 11,276 |
| Dailey | Dayley | 774 |
| Shepherd | Shepherd | 60,479 |
| Shepherd | Shepard | 39,430 |
| Shepherd | Sheppard | 36,960 |
| Shepherd | Shephard | 6,859 |
| Shepherd | Sheperd | 1,341 |
| Shepherd | Shepperd | 1,179 |
| Shepherd | Shepheard | 508 |
| Shepherd | Sheppeard | 251 |
| Ritchie | Ritchie | 29,040 |
| Ritchie | Richey | 18,296 |
| Ritchie | Ritchey | 8,844 |
| Ritchie | Richie | 6,812 |

Table: Every spelling and count used in the four surname calculations; capitalization is standardized for display.



# Validation

Validation has three targets: the pronunciation assigned to a spelling, its frequency in a population, and the arithmetic applied to those frequencies.
They require different evidence.
The main ranking uses explicit spelling dictionaries and US births from 1950–2025; the lexical and temporal benchmarks below use sex-specific counts from the frozen 1880–2024 SSA series.
Those benchmarks evaluate automated candidate groupings, separately from the reviewed dictionaries used for the ranking.

## Pronunciation Evidence

A named bearer’s recording or pronunciation guide establishes an attested reading.
It does not establish the proportion of everyone with that spelling who uses it.
Thomas Kean, for example, identifies his surname’s CANE reading and contrasts other Kean families’ KEEN ([Aron & Kean 2009](https://governors.rutgers.edu/wp-content/uploads/2020/07/TR-Kean-interview-3-16-09.pdf#page=1 "Interview with Governor Thomas H. Kean")), defeating any universal assignment of _Kean_ to one sound.
The same problem affects given names with multiple English or language-specific readings.

Phonetic hashes generate candidates by discarding distinctions.
Double Metaphone reduces words to combinations of 12 consonant sounds ([Black 2021](https://xlinux.nist.gov/dads/HTML/doubleMetaphone.html "Double Metaphone")); its primary code gives Aiden, Eden, and Odin the same `ATN` key.
Soundex additionally preserves the initial letter, splitting some C/K alternatives while merging many different vowels.
Neither a large hash bucket nor agreement between transformations of the same predicted pronunciation establishes a large homophone family.

## Wiktionary Agreement

WikiPron extracts IPA transcriptions from Wiktionary ([Lee et al. 2020](https://aclanthology.org/2020.lrec-1.521.pdf "Massively Multilingual Pronunciation Mining with WikiPron")).
The frozen US-broad extract contains pronunciations for 4,137 of 104,819 SSA spellings: **3.95% of spelling types but 73.55% of births**.
Among the 115 examined families, 59 have no covered spelling and 87 have fewer than two spellings in the comparison vocabulary.
Kaylin, Charisse, Caitlin, Shaelyn, Shante, Kayson, Kaliyah, and Janiece have none; Michaela and Aaliyah each have only one.
The UK-broad extract does not fill these gaps.
Absence from an extract is not absence from the dictionary: the live Caitlin entry supplies /ˈkeɪtlɪn/ and alternative forms ([Wiktionary 2026](https://en.wiktionary.org/wiki/Caitlin "Caitlin")).

The comparison retains 2,220 spellings with a WikiPron entry and at least 1,000 births in their majority sex.
Both predicted pairs and reference pairs must share that majority sex.
The reference contains 185 pairs with identical first normalized IPA keys; precision is the matching fraction of predicted pairs, and recall is the recovered fraction of those 185 reference pairs.

| Candidate grouping | Predicted pairs | Matching pairs | Precision | Recall |
|:--|--:|--:|--:|--:|
| Strict phoneme key | 189 | 148 | 78.31% | 80.00% |
| Loose phoneme key | 192 | 148 | 77.08% | 80.00% |
| Reassignment and manual rules | 195 | 149 | 76.41% | 80.54% |
| Double Metaphone | 2,320 | 169 | 7.28% | 91.35% |

Table: Lexical agreement on the same 2,220 spellings, with a same-sex reference of 185 pairs.

These are unweighted pairwise agreement scores against a lexical reference, not pronunciation-error rates for the population.
Of the 2,220 spellings, 2,027 use CMUdict in the candidate pipeline; strict, loose, and reassigned groups therefore share much of their underlying evidence.
WikiPron supplies a different lexical source, but sparse coverage prevents this test from validating the leading ambiguity families.

The first transcription is lexicographically first, not frequency-ranked.
For Maria it selects the muh-RYE-uh reading, although muh-REE-uh is also recorded.
Allowing any shared recorded reading expands the same-sex reference to 237 pairs and gives the reassigned groups 88.21% precision and 72.57% recall.
That is a sensitivity calculation: the readings lack population weights, and “shares at least one reading” is not transitive.[^pronunciation-normalization]

[^pronunciation-normalization]: The reference removes stress, length, and selected diacritics and applies an accent merger; the candidate keys additionally merge several weak vowels.
    Exact key identity therefore depends on normalization as well as pronunciation.
    The WikiPron dialect filter also admits transcriptions without dialect labels ([WikiPron](https://github.com/CUNY-CL/wikipron "WikiPron: Massively Multilingual Pronunciation Mining")); “US-broad” does not guarantee a uniform General American transcription convention.

## Temporal Evidence

Spelling relatives often rise and fall together, but so do unrelated names sharing a fashion cycle.
The temporal benchmark contains 476 head/member pairs from the 40 highest-D₂ automated families with at least 50,000 births; each member has at least 500 births.
For each pair, Pearson correlation uses `log((published_count + 0.5) / annual_sex_total)` over years when either spelling is published, requiring at least 10 such years.

Controls match sex, lifetime births within a factor of two, birth-weighted mean year within five years, and the number of published years within 15.
Twenty controls per pair are drawn with replacement from different assigned families.
This produces 9,520 matched comparisons:

| Pair set | Pairs | Median _r_ | Share _r_ ≥ 0.8 |
|:--|--:|--:|--:|
| Head/member pairs | 476 | 0.890 | 68.1% |
| Members never reassigned using timing | 428 | 0.873 | 64.5% |
| Random same-sex spellings, ≥500 births | 1,527 | −0.154 | 6.2% |
| Controls matched on popularity and era | 9,520 | 0.792 | 48.0% |

Table: Temporal correlation of candidate spelling relatives and two control groups in the frozen 1880–2024 series.

Actual members exceed their own control-set median in 88.4% of cases; the median excess is 0.071.
Timing therefore supplies additional relatedness evidence, much of it shared fashion rather than identical sound: Kaylee/Kylie correlates at 0.926 and Aiden/Jayden at 0.963.
Candidate reassignment itself requires _r_ ≥ 0.90, so correlations for reassigned spellings reuse a selection criterion.
The controls are different assigned families, not independently labeled nonhomophones.
Suppressed cells enter as zero before the pseudocount, and adjacent years are dependent; these descriptive correlations do not estimate a false-merger rate.

## Population Reweighting

SSA births and Census name frequencies provide different population weights ([SSA](https://www.ssa.gov/oact/babynames/background.html "Background Information for Popular Names"), [Comenetz 2026](https://www2.census.gov/library/publications/decennial/2020/c2020br-13.pdf "First Name Data From the 2020 Census")).
Their clean comparison holds the spelling dictionary fixed, restricts both sources to the identical shared spellings, and recomputes diversity from each source’s counts.
Agreement then establishes stability of spelling frequencies across populations.
Pronunciation remains an imposed assignment: reweighting a mistaken merger cannot turn it into an observed sound family.

# Interpretation

The useful distinction is between **inventory size**, **uncertainty per encounter**, and **total encounters affected**.
Michaela, Kaylin, and Katherine lead those questions in the retained US families.
Caitlin remains an unusually strong example under all three perspectives, combining many familiar alternatives with a large population.

The strongest cross-check is agreement under changed weighting and changed measurement: Kaylin leads Shannon diversity, Simpson diversity, first-guess error, sequential guessing cost, and sample-standardized richness, and remains first after Census reweighting.
The most consequential unresolved input is pronunciation allocation, especially for rare forms and multilingual spellings.
Collecting bearer-level pronunciations would improve this ranking more than another transformation of the same spelling strings.

A future pronunciation sample could replace each all-or-nothing family assignment with estimated $q_{ip}$ weights and apply the same entropy and guessing metrics after adjusting the aggregation.
Country, cohort, and listener context could then be conditioned on directly.
Until those data exist, explicit dictionaries and sensitivity tables provide a usable answer whose assumptions can be inspected and changed.

# Appendices

<div class="abstract">

The appendices provide the complete ranking, every retained spelling and count, the comparison dictionaries, and an offline reproduction package embedded in this file.
Readable tables expose the main inputs; compressed source blocks preserve the much larger national datasets without exceeding 10 MB.
The code checks hashes and reconstructs results from counts, so the displayed conclusions need not be trusted as a separate spreadsheet.

</div>

## Complete Ranking {#complete-ranking}

| Rank | Family | Births | $K$ | $K_{100}$ | $D_1$ | $D_2$ | Guess error | Expected guesses | Leading spelling |
| :--- | :--- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: |
| 1 | [Kaylin](#family-kaylin) | 163,304 | 55 | 45 | 24.502 | 17.463 | 87.8% | 9.645 | Kaylin |
| 2 | [Charisse](#family-charisse) | 26,117 | 44 | 26 | 16.710 | 10.588 | 79.9% | 6.935 | Charisse |
| 3 | [Kayson](#family-kayson) | 98,640 | 46 | 27 | 13.931 | 10.349 | 84.3% | 5.709 | Kayson |
| 4 | [Jaylen](#family-jaylen) | 202,314 | 58 | 34 | 12.645 | 8.082 | 77.3% | 5.349 | Jaylen |
| 5 | [Shante](#family-shante) | 24,062 | 26 | 19 | 12.510 | 8.535 | 74.9% | 5.380 | Shante |
| 6 | [Kaylee](#family-kaylee) | 354,736 | 67 | 54 | 12.230 | 5.422 | 60.4% | 6.069 | Kaylee |
| 7 | [Daylen](#family-daylen) | 24,511 | 26 | 20 | 11.874 | 9.001 | 82.3% | 5.016 | Daylen |
| 8 | [Shaelyn](#family-shaelyn) | 17,436 | 28 | 15 | 11.831 | 9.114 | 80.0% | 4.914 | Shaelyn |
| 9 | [Maylee](#family-maylee) | 14,123 | 26 | 18 | 11.694 | 7.039 | 67.5% | 5.333 | Maylee |
| 10 | [Kayden](#family-kayden) | 391,902 | 85 | 48 | 9.654 | 6.830 | 79.1% | 4.560 | Kayden |
| 11 | [Carly](#family-carly) | 188,341 | 19 | 19 | 9.239 | 6.054 | 64.6% | 4.358 | Carly |
| 12 | [Michaela](#family-michaela) | 310,534 | 99 | 53 | 9.106 | 5.169 | 65.2% | 4.630 | Makayla |
| 13 | [Jerrell](#family-jerrell) | 23,138 | 18 | 14 | 8.828 | 6.784 | 73.7% | 3.808 | Jerrell |
| 14 | [Jaylee](#family-jaylee) | 17,991 | 28 | 20 | 8.766 | 4.011 | 52.2% | 4.658 | Jaylee |
| 15 | [Taylin](#family-taylin) | 17,472 | 16 | 12 | 8.691 | 7.344 | 79.0% | 3.875 | Taylin |
| 16 | [Caitlin](#family-caitlin) | 634,363 | 57 | 41 | 8.551 | 6.068 | 73.7% | 3.772 | Kaitlyn |
| 17 | [Adalyn](#family-adalyn) | 136,631 | 22 | 22 | 8.346 | 6.117 | 75.0% | 3.646 | Adalynn |
| 18 | [Chantel](#family-chantel) | 49,730 | 20 | 20 | 8.301 | 5.807 | 69.8% | 3.635 | Chantel |
| 19 | [Cambrie](#family-cambrie) | 11,540 | 12 | 11 | 8.198 | 7.068 | 79.3% | 3.717 | Cambrie |
| 20 | [Braylen](#family-braylen) | 70,111 | 21 | 21 | 7.855 | 5.827 | 73.0% | 3.495 | Braylon |
| 21 | [Jaycee](#family-jaycee) | 44,352 | 17 | 13 | 7.827 | 6.170 | 71.4% | 3.483 | Jaycee |
| 22 | [Raylee](#family-raylee) | 15,961 | 18 | 16 | 7.827 | 5.466 | 67.9% | 3.497 | Raylee |
| 23 | [Emmalyn](#family-emmalyn) | 24,325 | 20 | 13 | 7.676 | 5.078 | 63.7% | 3.429 | Emmalyn |
| 24 | [Keshawn](#family-keshawn) | 18,823 | 21 | 13 | 7.661 | 5.209 | 66.2% | 3.389 | Keshawn |
| 25 | [Janine](#family-janine) | 89,850 | 42 | 26 | 7.547 | 4.736 | 64.7% | 3.571 | Janine |
| 26 | [Kiana](#family-kiana) | 57,947 | 31 | 21 | 7.181 | 3.962 | 53.9% | 3.457 | Kiana |
| 27 | [Cadence](#family-cadence) | 73,670 | 31 | 23 | 6.999 | 4.683 | 66.7% | 3.275 | Cadence |
| 28 | [Deshawn](#family-deshawn) | 47,637 | 15 | 14 | 6.976 | 4.935 | 63.8% | 3.124 | Deshawn |
| 29 | [Chanel](#family-chanel) | 43,998 | 30 | 15 | 6.902 | 4.255 | 56.5% | 3.214 | Chanel |
| 30 | [Jamir](#family-jamir) | 21,334 | 21 | 13 | 6.693 | 4.120 | 56.2% | 3.122 | Jamir |
| 31 | [Christy](#family-christy) | 364,878 | 29 | 19 | 6.610 | 5.500 | 73.2% | 3.052 | Christy |
| 32 | [Maisie](#family-maisie) | 29,177 | 18 | 13 | 6.547 | 4.316 | 58.0% | 3.016 | Maisie |
| 33 | [Jerilyn](#family-jerilyn) | 13,492 | 15 | 11 | 6.514 | 4.630 | 65.7% | 3.034 | Geralyn |
| 34 | [Annalise](#family-annalise) | 40,175 | 20 | 20 | 6.463 | 4.143 | 57.3% | 3.046 | Annalise |
| 35 | [Aaliyah](#family-aaliyah) | 231,471 | 39 | 39 | 6.399 | 3.528 | 52.4% | 3.402 | Aaliyah |
| 36 | [Hailey](#family-hailey) | 498,341 | 26 | 25 | 5.876 | 3.949 | 63.5% | 2.804 | Hailey |
| 37 | [Maylin](#family-maylin) | 10,941 | 10 | 8 | 5.627 | 4.619 | 71.4% | 2.686 | Maylin |
| 38 | [Lakeisha](#family-lakeisha) | 35,456 | 15 | 15 | 5.482 | 3.763 | 63.7% | 2.677 | Lakeisha |
| 39 | [Journey](#family-journey) | 58,905 | 21 | 17 | 5.364 | 3.768 | 61.1% | 2.585 | Journey |
| 40 | [Janelle](#family-janelle) | 100,320 | 35 | 19 | 5.305 | 3.018 | 45.9% | 2.762 | Janelle |
| 41 | [Macy](#family-macy) | 93,649 | 15 | 12 | 5.155 | 4.233 | 65.8% | 2.500 | Macy |
| 42 | [Madelyn](#family-madelyn) | 201,349 | 21 | 21 | 5.105 | 3.122 | 47.0% | 2.599 | Madelyn |
| 43 | [Jayden](#family-jayden) | 495,724 | 75 | 37 | 5.014 | 2.805 | 44.3% | 2.771 | Jayden |
| 44 | [Aidan](#family-aidan) | 539,980 | 36 | 36 | 4.756 | 3.194 | 51.9% | 2.492 | Aiden |
| 45 | [Kane](#family-kane) | 39,799 | 10 | 8 | 4.629 | 3.325 | 50.9% | 2.298 | Kane |
| 46 | [Tory](#family-tory) | 71,577 | 8 | 8 | 4.584 | 3.045 | 46.5% | 2.370 | Tori |
| 47 | [Kira](#family-kira) | 109,026 | 14 | 14 | 4.542 | 3.574 | 62.5% | 2.277 | Kira |
| 48 | [Riley](#family-riley) | 413,601 | 57 | 29 | 4.350 | 2.629 | 42.0% | 2.345 | Riley |
| 49 | [Cory](#family-cory) | 406,649 | 14 | 14 | 4.203 | 2.935 | 52.3% | 2.205 | Corey |
| 50 | [Deonte](#family-deonte) | 17,350 | 9 | 7 | 4.094 | 3.219 | 52.5% | 2.065 | Deonte |
| 51 | [Katherine](#family-katherine) | 1,235,423 | 21 | 18 | 4.009 | 3.316 | 61.2% | 2.156 | Katherine |
| 52 | [Janae](#family-janae) | 30,934 | 19 | 11 | 3.905 | 2.564 | 41.7% | 2.035 | Janae |
| 53 | [Mackenzie](#family-mackenzie) | 281,602 | 27 | 27 | 3.894 | 2.752 | 47.0% | 2.181 | Mackenzie |
| 54 | [Sherry](#family-sherry) | 378,542 | 12 | 12 | 3.853 | 2.954 | 48.9% | 1.973 | Sherry |
| 55 | [Lindsey](#family-lindsey) | 343,356 | 41 | 28 | 3.848 | 2.654 | 52.7% | 2.305 | Lindsey |
| 56 | [Kaliyah](#family-kaliyah) | 19,803 | 15 | 13 | 3.831 | 2.225 | 34.6% | 2.166 | Kaliyah |
| 57 | [Nikki](#family-nikki) | 66,006 | 9 | 9 | 3.809 | 2.563 | 40.5% | 2.026 | Nikki |
| 58 | [Brittany](#family-brittany) | 542,350 | 42 | 42 | 3.746 | 2.112 | 33.3% | 2.377 | Brittany |
| 59 | [Casey](#family-casey) | 294,150 | 19 | 17 | 3.532 | 2.170 | 34.4% | 1.972 | Casey |
| 60 | [Annabel](#family-annabel) | 87,316 | 6 | 6 | 3.463 | 2.472 | 39.7% | 1.897 | Annabelle |
| 61 | [Blaze](#family-blaze) | 22,532 | 7 | 5 | 3.435 | 2.878 | 58.7% | 1.887 | Blaise |
| 62 | [Kristen](#family-kristen) | 455,426 | 18 | 14 | 3.410 | 2.560 | 51.7% | 1.940 | Kristen |
| 63 | [Shay](#family-shay) | 45,185 | 5 | 5 | 3.398 | 2.967 | 53.3% | 1.849 | Shea |
| 64 | [Vicki](#family-vicki) | 288,730 | 9 | 6 | 3.351 | 2.898 | 55.5% | 1.840 | Vicki |
| 65 | [Bailey](#family-bailey) | 190,680 | 18 | 16 | 3.340 | 2.024 | 31.4% | 1.943 | Bailey |
| 66 | [Isabel](#family-isabel) | 208,424 | 13 | 10 | 3.090 | 2.446 | 50.5% | 1.782 | Isabel |
| 67 | [Kelsey](#family-kelsey) | 208,318 | 17 | 17 | 2.937 | 1.760 | 25.5% | 1.846 | Kelsey |
| 68 | [Crystal](#family-crystal) | 462,469 | 23 | 23 | 2.883 | 1.880 | 29.1% | 1.727 | Crystal |
| 69 | [Rashawn](#family-rashawn) | 12,635 | 8 | 3 | 2.878 | 2.433 | 43.7% | 1.646 | Rashawn |
| 70 | [Reese](#family-reese) | 104,754 | 7 | 7 | 2.764 | 2.297 | 40.4% | 1.593 | Reese |
| 71 | [Sydney](#family-sydney) | 257,478 | 17 | 13 | 2.584 | 1.870 | 30.2% | 1.542 | Sydney |
| 72 | [Shawn](#family-shawn) | 840,445 | 6 | 6 | 2.570 | 2.343 | 49.3% | 1.589 | Sean |
| 73 | [Terri](#family-terri) | 617,461 | 7 | 6 | 2.466 | 1.970 | 33.0% | 1.461 | Terry |
| 74 | [Jeri](#family-jeri) | 406,532 | 10 | 9 | 1.992 | 1.384 | 15.3% | 1.404 | Jerry |
| 75 | [Nicholas](#family-nicholas) | 1,049,619 | 29 | 29 | 1.947 | 1.411 | 16.4% | 1.359 | Nicholas |
| 76 | [Zachary](#family-zachary) | 646,197 | 21 | 21 | 1.929 | 1.358 | 14.5% | 1.385 | Zachary |
| 77 | [Cody](#family-cody) | 346,264 | 12 | 11 | 1.907 | 1.355 | 14.4% | 1.355 | Cody |
| 78 | [Sofia](#family-sofia) | 608,739 | 6 | 6 | 1.892 | 1.746 | 30.7% | 1.312 | Sophia |
| 79 | [Kian](#family-kian) | 17,763 | 4 | 3 | 1.876 | 1.591 | 23.6% | 1.262 | Kian |
| 80 | [Rachel](#family-rachel) | 613,781 | 9 | 8 | 1.751 | 1.383 | 16.0% | 1.222 | Rachel |
| 81 | [Eleanor](#family-eleanor) | 134,769 | 13 | 13 | 1.709 | 1.242 | 10.4% | 1.340 | Eleanor |
| 82 | [Stephanie](#family-stephanie) | 811,137 | 18 | 18 | 1.671 | 1.234 | 10.1% | 1.298 | Stephanie |
| 83 | [Lee](#family-lee) | 207,939 | 2 | 2 | 1.658 | 1.480 | 20.4% | 1.204 | Lee |
| 84 | [Christopher](#family-christopher) | 2,158,167 | 17 | 17 | 1.304 | 1.103 | 4.8% | 1.115 | Christopher |
| 85 | [Michael](#family-michael) | 4,136,285 | 15 | 15 | 1.215 | 1.083 | 4.0% | 1.061 | Michael |

Table: All 85 eligible main families, ordered by Shannon diversity; figures refer to retained US births, 1950–2025.


## Supplementary Families

These 30 families are outside the main ranking because their pronunciation boundary requires additional assumptions or because their retained population is below 10,000.
Their scores remain available for comparison; their labels explain why they are not interchangeable with the main entries.

| Family | Reading | Births | $K$ | $D_1$ | Reason outside main ranking |
| :--- | :--- | ---: | ---: | ---: | ---: |
| [Denisha](#family-denisha) | duh-NEE-sha | 16,226 | 43 | 14.98 | Pronunciation-sensitive |
| [Kenisha](#family-kenisha) | kuh-NEE-sha | 14,836 | 38 | 11.96 | Pronunciation-sensitive |
| [Tanisha](#family-tanisha) | tuh-NEE-sha | 46,421 | 54 | 10.51 | Pronunciation-sensitive |
| [Shaylee](#family-shaylee) | SHAY-lee | 14,598 | 28 | 8.82 | Pronunciation-sensitive |
| [Janiece](#family-janiece) | juh-NEES | 9,797 | 22 | 7.87 | Pronunciation-sensitive |
| [Carrie](#family-carrie) | KAIR-ee | 470,282 | 18 | 7.04 | Dialect-sensitive |
| [Devonte](#family-devonte) | duh-VAHN-tay | 33,764 | 26 | 6.53 | Pronunciation-sensitive |
| [Makiyah](#family-makiyah) | muh-KYE-ah | 1,826 | 9 | 6.30 | Pronunciation-sensitive |
| [Tyreek](#family-tyreek) | ty-REEK | 9,059 | 11 | 6.01 | Pronunciation-sensitive |
| [Tyesha](#family-tyesha) | ty-EE-shuh | 10,746 | 15 | 5.75 | Pronunciation-sensitive |
| [Annalee](#family-annalee) | AN-uh-lee | 16,615 | 12 | 5.75 | Pronunciation-sensitive |
| [Marilee](#family-marilee) | MAIR-uh-lee | 9,847 | 8 | 5.42 | Dialect-sensitive |
| [Myesha](#family-myesha) | my-EE-shuh | 8,018 | 17 | 5.32 | Pronunciation-sensitive |
| [Sherilyn](#family-sherilyn) | SHERR-ih-lin | 8,208 | 15 | 5.26 | Dialect-sensitive |
| [Muhammad](#family-muhammad) | muh-HAM-ud | 81,869 | 8 | 5.20 | Pronunciation-sensitive |
| [Kamiyah](#family-kamiyah) | kuh-MY-ah | 1,374 | 9 | 5.19 | Pronunciation-sensitive |
| [Alistair](#family-alistair) | AL-uh-stur | 9,254 | 8 | 4.78 | Below 10,000 births |
| [Jessalyn](#family-jessalyn) | JESS-uh-lin | 6,607 | 13 | 4.31 | Pronunciation-sensitive |
| [Georgeann](#family-georgeann) | jorj-AN | 3,662 | 5 | 4.18 | Pronunciation-sensitive |
| [Jacqueline](#family-jacqueline) | JAK-lin, with JAK-uh-lin allowed under a syncope convention | 517,084 | 52 | 4.15 | Pronunciation-sensitive |
| [Jocelyn](#family-jocelyn) | JOSS-lin | 169,826 | 23 | 4.13 | Pronunciation-sensitive |
| [Lilyann](#family-lilyann) | lil-ee-AN | 8,811 | 8 | 4.08 | Pronunciation-sensitive |
| [Darryl](#family-darryl) | DAIR-ul | 297,241 | 14 | 4.04 | Dialect-sensitive |
| [Nisha](#family-nisha) | NEE-shuh | 6,871 | 8 | 3.80 | Pronunciation-sensitive |
| [Akilah](#family-akilah) | uh-KEE-luh | 5,867 | 13 | 3.69 | Pronunciation-sensitive |
| [Trevon](#family-trevon) | truh-VAHN | 23,797 | 16 | 3.19 | Pronunciation-sensitive |
| [Shani](#family-shani) | SHAW-nee | 5,636 | 11 | 3.11 | Pronunciation-sensitive |
| [Lori](#family-lori) | LOR-ee | 566,183 | 14 | 3.00 | Dialect-sensitive |
| [Jamie](#family-jamie) | JAY-mee | 543,416 | 12 | 3.00 | Pronunciation-sensitive |
| [Megan](#family-megan) | MEG-un | 614,541 | 20 | 2.66 | Dialect-sensitive |

Table: All 30 supplementary families; further membership details appear in their dictionary entries.


## Spelling Dictionaries {#spelling-dictionaries}

The following entries define all 115 retained families.
Counts are published SSA births during 1950–2025, with sexes pooled; percentages use the family total.
Spellings are ordered by decreasing count, with alphabetical tie-breaking.
An explicit zero denotes no published record in this window, not a proven absence of bearers.
Candidate-discovery links identify where variants were found; the stated inclusion rule, rather than a source’s broader grouping, controls this report’s calculations.

### Aaliyah {.collapse #family-aaliyah}

<div class="abstract-collapse">

**uh-LEE-uh**; Main convention; 231,471 births; 39 observed forms; $D_1=6.399$.

</div>

Excludes Aleigha/Alea/Aleia/Aleya and Alya where other vowel sequences are especially plausible; Alia and Aliya can have different stress across languages.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Aaliyah "'Spelling Variants of Aaliyah', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Aaliyah | 110,077 | 47.56% |
| Aliyah | 49,054 | 21.19% |
| Aleah | 16,592 | 7.17% |
| Alia | 13,989 | 6.04% |
| Aliya | 11,075 | 4.78% |
| Aliah | 5,831 | 2.52% |
| Alliyah | 3,013 | 1.30% |
| Aleyah | 2,805 | 1.21% |
| Aaliya | 1,571 | 0.68% |
| Aleeyah | 1,517 | 0.66% |
| Aleeah | 1,503 | 0.65% |
| Aaleyah | 1,441 | 0.62% |
| Aleeya | 1,232 | 0.53% |
| Alyiah | 1,040 | 0.45% |
| Aaliah | 1,039 | 0.45% |
| Aleaha | 857 | 0.37% |
| Aalyiah | 808 | 0.35% |
| Aalyah | 738 | 0.32% |
| Aalia | 705 | 0.30% |
| Alliah | 630 | 0.27% |
| Aleea | 608 | 0.26% |
| Aleiyah | 589 | 0.25% |
| Alyia | 527 | 0.23% |
| Aleiya | 485 | 0.21% |
| Alleah | 420 | 0.18% |
| Allia | 395 | 0.17% |
| Aaleah | 345 | 0.15% |
| Alleyah | 327 | 0.14% |
| Allyah | 307 | 0.13% |
| Ahliyah | 289 | 0.12% |
| Aliyyah | 234 | 0.10% |
| Alliya | 224 | 0.10% |
| Aailyah | 222 | 0.10% |
| Ahlia | 208 | 0.09% |
| Aleeha | 172 | 0.07% |
| Aalliyah | 169 | 0.07% |
| Allyiah | 166 | 0.07% |
| Aaleeyah | 153 | 0.07% |
| Ahleah | 114 | 0.05% |

Table: Complete retained Aaliyah dictionary, 1950–2025.


### Adalyn {.collapse #family-adalyn}

<div class="abstract-collapse">

**AD-uh-lin**; Main convention; 136,631 births; 22 observed forms; $D_1=8.346$.

</div>

Excludes Adeline/Adaline, -lene/-leen, and -line forms; the list is the LIN pronunciation core.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Adeline "'Spelling Variants of Adalyn', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Adalynn | 34,210 | 25.04% |
| Adalyn | 30,931 | 22.64% |
| Adelyn | 23,210 | 16.99% |
| Adelynn | 15,023 | 11.00% |
| Addilyn | 9,862 | 7.22% |
| Addilynn | 4,524 | 3.31% |
| Adilynn | 3,252 | 2.38% |
| Addalyn | 3,086 | 2.26% |
| Addelyn | 2,709 | 1.98% |
| Adilyn | 2,417 | 1.77% |
| Addalynn | 2,316 | 1.70% |
| Adalynne | 1,181 | 0.86% |
| Adelynne | 895 | 0.66% |
| Addelynn | 882 | 0.65% |
| Adelin | 784 | 0.57% |
| Adalin | 482 | 0.35% |
| Addylin | 153 | 0.11% |
| Adylin | 153 | 0.11% |
| Addalynne | 150 | 0.11% |
| Addilynne | 147 | 0.11% |
| Adilynne | 144 | 0.11% |
| Addylynn | 120 | 0.09% |

Table: Complete retained Adalyn dictionary, 1950–2025.


### Aidan {.collapse #family-aidan}

<div class="abstract-collapse">

**AY-dun**; Main convention; 539,980 births; 36 observed forms; $D_1=4.756$.

</div>

Excludes Adan (usually ah-DAHN) and Ajdin; Aydin and Adin retain language-dependent readings.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Aiden "'Spelling Variants of Aidan', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Aiden | 259,912 | 48.13% |
| Aidan | 121,153 | 22.44% |
| Ayden | 91,630 | 16.97% |
| Aden | 22,066 | 4.09% |
| Aydin | 6,696 | 1.24% |
| Aydan | 6,582 | 1.22% |
| Aaden | 5,079 | 0.94% |
| Aidyn | 5,063 | 0.94% |
| Aedan | 3,905 | 0.72% |
| Adin | 3,235 | 0.60% |
| Aayden | 1,720 | 0.32% |
| Adyn | 1,538 | 0.28% |
| Aeden | 1,166 | 0.22% |
| Aiyden | 989 | 0.18% |
| Aaiden | 967 | 0.18% |
| Eidan | 897 | 0.17% |
| Eydan | 819 | 0.15% |
| Aidin | 752 | 0.14% |
| Aydenn | 717 | 0.13% |
| Aydon | 698 | 0.13% |
| Aedyn | 662 | 0.12% |
| Aadyn | 611 | 0.11% |
| Aidon | 537 | 0.10% |
| Aydyn | 401 | 0.07% |
| Aidden | 340 | 0.06% |
| Aodhan | 317 | 0.06% |
| Aidenn | 194 | 0.04% |
| Aedin | 193 | 0.04% |
| Aydn | 182 | 0.03% |
| Aidynn | 161 | 0.03% |
| Ayeden | 146 | 0.03% |
| Aedon | 145 | 0.03% |
| Aydien | 144 | 0.03% |
| Ayiden | 126 | 0.02% |
| Aydden | 119 | 0.02% |
| Aadon | 118 | 0.02% |

Table: Complete retained Aidan dictionary, 1950–2025.


### Akilah {.collapse #family-akilah}

<div class="abstract-collapse">

**uh-KEE-luh**; Pronunciation-sensitive; 5,867 births; 13 observed forms; $D_1=3.687$.

</div>

Exclude Aquila/Aquilla (often uh-KWIL-uh), Akela/Akeyla/Akeila (KAY possible), Akyla/Akylah (KYE possible), and Akhila (additional aspiration/stress variation).
Akila and Aqila are included only under the common Anglicized uh-KEE-luh reading.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Akilah "'Spelling Variants of Akilah', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Akilah | 3,012 | 51.34% |
| Akeelah | 1,533 | 26.13% |
| Akila | 730 | 12.44% |
| Aqueelah | 321 | 5.47% |
| Akeela | 197 | 3.36% |
| Aakilah | 18 | 0.31% |
| Akiela | 16 | 0.27% |
| Aqila | 12 | 0.20% |
| Akeeyla | 7 | 0.12% |
| Ahkeelah | 6 | 0.10% |
| Akiylah | 5 | 0.09% |
| Aqilah | 5 | 0.09% |
| Aqueela | 5 | 0.09% |

Table: Complete retained Akilah dictionary, 1950–2025.

Excluded examples: Aquilla, Aquila, Akela, Akeyla, Akyla, Akhila, Akylah, Akeila, Akeylah, Akelah, Aquilah, Akeilah.


### Alistair {.collapse #family-alistair}

<div class="abstract-collapse">

**AL-uh-stur**; Main convention; below the main population threshold; 9,254 births; 8 observed forms; $D_1=4.779$.

</div>

Conventional English readings; Scottish Alasdair and some accents differ.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Alistair | 4,088 | 44.18% |
| Alister | 1,659 | 17.93% |
| Alastair | 1,341 | 14.49% |
| Allister | 1,235 | 13.35% |
| Alasdair | 525 | 5.67% |
| Alistar | 178 | 1.92% |
| Alaster | 138 | 1.49% |
| Allistair | 90 | 0.97% |

Table: Complete retained Alistair dictionary, 1950–2025.


### Annabel {.collapse #family-annabel}

<div class="abstract-collapse">

**AN-uh-bell**; Main convention; 87,316 births; 6 observed forms; $D_1=3.463$.

</div>

Excludes -bella forms from core.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Annabelle | 52,671 | 60.32% |
| Annabel | 11,674 | 13.37% |
| Anabel | 8,921 | 10.22% |
| Anabelle | 8,821 | 10.10% |
| Annabell | 3,805 | 4.36% |
| Anabell | 1,424 | 1.63% |

Table: Complete retained Annabel dictionary, 1950–2025.


### Annalee {.collapse #family-annalee}

<div class="abstract-collapse">

**AN-uh-lee**; Pronunciation-sensitive; 16,615 births; 12 observed forms; $D_1=5.748$.

</div>

Exclude On-/Aun-/Ahn- forms with a different first vowel; exclude Anali/Analy, which can be Spanish ah-nah-LEE, and Anneli/Annelie/Anely variants with different stress or middle vowel.
Retained Annalie/Analie/Annali still assume the common English initial-stress reading.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Annalee "'Spelling Variants of Annalee', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Annalee | 6,838 | 41.16% |
| Annaleigh | 2,842 | 17.11% |
| Analee | 2,091 | 12.59% |
| Analeigh | 1,754 | 10.56% |
| Annalie | 1,231 | 7.41% |
| Analie | 641 | 3.86% |
| Annaly | 572 | 3.44% |
| Annali | 547 | 3.29% |
| Annaley | 60 | 0.36% |
| Analey | 27 | 0.16% |
| Anally | 7 | 0.04% |
| Analiegh | 5 | 0.03% |

Table: Complete retained Annalee dictionary, 1950–2025.

Excluded examples: Anali, Analy, Onalee, Anneli, Anely, Analea, Annelie, Analei, Annalei, Anahli, Annely, Anelie, Onnolee, Anaely, Annilee, Aunalee, Anahly, Onnalee, Onolee, Aneley, Ahnalee, Onaleigh, Ahnaleigh, Aunaleigh, Annily, Anilee, Anylee, Onnaleigh.


### Annalise {.collapse #family-annalise}

<div class="abstract-collapse">

**AN-uh-lees**; Main convention; 40,175 births; 20 observed forms; $D_1=6.463$.

</div>

Excludes Anneliese/Annelies and -lis/-liz variants with prominent different endings or syllable counts; remaining forms assume Anglicized readings.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Annalise "'Spelling Variants of Annalise', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Annalise | 17,165 | 42.73% |
| Annelise | 6,513 | 16.21% |
| Annaliese | 4,925 | 12.26% |
| Analise | 4,592 | 11.43% |
| Annalyse | 1,817 | 4.52% |
| Analiese | 1,640 | 4.08% |
| Anelise | 550 | 1.37% |
| Annaleise | 441 | 1.10% |
| Annelyse | 415 | 1.03% |
| Annalese | 364 | 0.91% |
| Analisse | 349 | 0.87% |
| Annalisse | 263 | 0.65% |
| Analese | 177 | 0.44% |
| Anelisse | 174 | 0.43% |
| Analeise | 161 | 0.40% |
| Annalyce | 147 | 0.37% |
| Aneliese | 140 | 0.35% |
| Annaleese | 129 | 0.32% |
| Analysse | 110 | 0.27% |
| Annalysse | 103 | 0.26% |

Table: Complete retained Annalise dictionary, 1950–2025.


### Bailey {.collapse #family-bailey}

<div class="abstract-collapse">

**BAY-lee**; Main convention; 190,680 births; 18 observed forms; $D_1=3.340$.

</div>

Conventional English family.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Bailey | 130,874 | 68.64% |
| Baylee | 22,403 | 11.75% |
| Bailee | 16,483 | 8.64% |
| Bayleigh | 5,190 | 2.72% |
| Baylie | 3,498 | 1.83% |
| Bayley | 2,656 | 1.39% |
| Baileigh | 2,545 | 1.33% |
| Baily | 1,824 | 0.96% |
| Bailie | 1,654 | 0.87% |
| Bayli | 1,069 | 0.56% |
| Baylei | 475 | 0.25% |
| Baylea | 462 | 0.24% |
| Baley | 436 | 0.23% |
| Baillie | 409 | 0.21% |
| Baili | 333 | 0.17% |
| Bailei | 286 | 0.15% |
| Bayly | 63 | 0.03% |
| Bailly | 20 | 0.01% |

Table: Complete retained Bailey dictionary, 1950–2025.


### Blaze {.collapse #family-blaze}

<div class="abstract-collapse">

**BLAYZ**; Main convention; 22,532 births; 7 observed forms; $D_1=3.435$.

</div>

Conventional English readings; -s- may differ for individual bearers.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Blaise | 9,311 | 41.32% |
| Blaze | 9,105 | 40.41% |
| Blaize | 2,174 | 9.65% |
| Blayze | 1,347 | 5.98% |
| Blase | 510 | 2.26% |
| Blayz | 69 | 0.31% |
| Blayse | 16 | 0.07% |

Table: Complete retained Blaze dictionary, 1950–2025.


### Braylen {.collapse #family-braylen}

<div class="abstract-collapse">

**BRAY-lin**; Main convention; 70,111 births; 21 observed forms; $D_1=7.855$.

</div>

Treats unstressed -len/-lin/-lon alike; excludes Brelynn and short-A Bralyn forms.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Braylon "'Spelling Variants of Braylen', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Braylon | 18,959 | 27.04% |
| Braylen | 14,058 | 20.05% |
| Braelyn | 12,314 | 17.56% |
| Braelynn | 10,039 | 14.32% |
| Braylin | 4,785 | 6.82% |
| Braylynn | 1,816 | 2.59% |
| Brailyn | 1,481 | 2.11% |
| Braylan | 1,393 | 1.99% |
| Braylyn | 1,314 | 1.87% |
| Brailynn | 952 | 1.36% |
| Braelin | 638 | 0.91% |
| Braelon | 500 | 0.71% |
| Breylon | 320 | 0.46% |
| Braelen | 282 | 0.40% |
| Breylin | 268 | 0.38% |
| Brailen | 194 | 0.28% |
| Braelynne | 191 | 0.27% |
| Breylen | 186 | 0.27% |
| Breylan | 174 | 0.25% |
| Braylinn | 144 | 0.21% |
| Brayln | 103 | 0.15% |

Table: Complete retained Braylen dictionary, 1950–2025.


### Brittany {.collapse #family-brittany}

<div class="abstract-collapse">

**BRIT-nee**; Main convention; 542,350 births; 42 observed forms; $D_1=3.746$.

</div>

Assumes the usual contracted two-syllable pronunciation.
Some bearers use three syllables; brith- variants excluded.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Brittany "'Spelling Variants of Brittany', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Brittany | 361,751 | 66.70% |
| Brittney | 82,468 | 15.21% |
| Britney | 35,668 | 6.58% |
| Brittani | 11,776 | 2.17% |
| Britany | 6,562 | 1.21% |
| Brittni | 5,992 | 1.10% |
| Brittanie | 4,738 | 0.87% |
| Britni | 4,315 | 0.80% |
| Brittny | 3,585 | 0.66% |
| Brittaney | 3,280 | 0.60% |
| Brittnee | 2,822 | 0.52% |
| Brittnie | 2,301 | 0.42% |
| Britny | 1,920 | 0.35% |
| Britnee | 1,691 | 0.31% |
| Brittnay | 1,619 | 0.30% |
| Britteny | 1,450 | 0.27% |
| Britani | 1,409 | 0.26% |
| Britnie | 959 | 0.18% |
| Britanny | 817 | 0.15% |
| Brittini | 747 | 0.14% |
| Brittiany | 737 | 0.14% |
| Brittanee | 664 | 0.12% |
| Brittiny | 597 | 0.11% |
| Brittainy | 531 | 0.10% |
| Britanie | 423 | 0.08% |
| Brittanny | 389 | 0.07% |
| Brittiney | 339 | 0.06% |
| Britne | 282 | 0.05% |
| Britini | 276 | 0.05% |
| Brittne | 263 | 0.05% |
| Britaney | 261 | 0.05% |
| Bryttany | 235 | 0.04% |
| Brittane | 226 | 0.04% |
| Bryttani | 205 | 0.04% |
| Britiany | 180 | 0.03% |
| Brittanni | 150 | 0.03% |
| Brytni | 141 | 0.03% |
| Britanee | 129 | 0.02% |
| Brittnei | 128 | 0.02% |
| Britnay | 120 | 0.02% |
| Brytney | 103 | 0.02% |
| Britainy | 101 | 0.02% |

Table: Complete retained Brittany dictionary, 1950–2025.


### Cadence {.collapse #family-cadence}

<div class="abstract-collapse">

**KAY-duns**; Main convention; 73,670 births; 31 observed forms; $D_1=6.999$.

</div>

Relatively clear variant spellings of English cadence.
Assumes ordinary unstressed-vowel reduction in -dance/-dince/-dynce and the established KAY reading of Kai-/Cai- forms.
Removes Kayedence, which could introduce a syllable, and Kaydens, which may end in voiced Z.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Cadence | 24,555 | 33.33% |
| Kaydence | 18,459 | 25.06% |
| Kadence | 13,298 | 18.05% |
| Caydence | 3,898 | 5.29% |
| Kaidence | 3,896 | 5.29% |
| Kaydance | 1,621 | 2.20% |
| Caidence | 1,259 | 1.71% |
| Kadynce | 994 | 1.35% |
| Cadance | 951 | 1.29% |
| Kadance | 860 | 1.17% |
| Kaedence | 608 | 0.83% |
| Kaidance | 471 | 0.64% |
| Kaidynce | 448 | 0.61% |
| Kaydince | 338 | 0.46% |
| Caydance | 335 | 0.45% |
| Cadynce | 272 | 0.37% |
| Kadince | 222 | 0.30% |
| Kaedynce | 219 | 0.30% |
| Caidance | 195 | 0.26% |
| Caedence | 169 | 0.23% |
| Kaydynce | 133 | 0.18% |
| Cadince | 111 | 0.15% |
| Kaedance | 111 | 0.15% |
| Caidynce | 74 | 0.10% |
| Kaydense | 74 | 0.10% |
| Caydince | 40 | 0.05% |
| Caedance | 27 | 0.04% |
| Cadense | 11 | 0.01% |
| Khadence | 10 | 0.01% |
| Kaidince | 6 | 0.01% |
| Khaydence | 5 | 0.01% |

Table: Complete retained Cadence dictionary, 1950–2025.

Excluded examples: Kayedence, Kaydens.


### Caitlin {.collapse #family-caitlin}

<div class="abstract-collapse">

**KAYT-lin**; Main convention; 634,363 births; 57 observed forms; $D_1=8.551$.

</div>

Conditional English KAYT-lin reading, including Catlyn/Catlynn consistently with Katlyn/Katlynn.
Some bearers use KAT-lin.
Excludes Katie-lyn, explicit TH, and -line/-elyn candidates with prominent extra syllables or LEEN/LINE endings.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Kaitlyn "'Spelling Variants of Caitlin', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Kaitlyn | 166,921 | 26.31% |
| Katelyn | 134,206 | 21.16% |
| Caitlin | 112,426 | 17.72% |
| Kaitlin | 57,430 | 9.05% |
| Caitlyn | 52,637 | 8.30% |
| Katelynn | 30,691 | 4.84% |
| Katlyn | 18,438 | 2.91% |
| Kaitlynn | 16,424 | 2.59% |
| Katelin | 8,917 | 1.41% |
| Katlin | 5,461 | 0.86% |
| Caitlynn | 4,947 | 0.78% |
| Katlynn | 3,975 | 0.63% |
| Kaytlin | 3,324 | 0.52% |
| Kaytlyn | 2,722 | 0.43% |
| Catelyn | 2,294 | 0.36% |
| Katelynne | 1,343 | 0.21% |
| Kaytlynn | 1,285 | 0.20% |
| Kaitlan | 1,119 | 0.18% |
| Caitlan | 1,047 | 0.17% |
| Kaitlynne | 929 | 0.15% |
| Catelynn | 822 | 0.13% |
| Kaitlen | 768 | 0.12% |
| Catlyn | 607 | 0.10% |
| Katelyne | 549 | 0.09% |
| Kaetlyn | 536 | 0.08% |
| Caitlen | 383 | 0.06% |
| Caitlynne | 376 | 0.06% |
| Katelan | 376 | 0.06% |
| Catelin | 370 | 0.06% |
| Kaitlyne | 318 | 0.05% |
| Caytlin | 282 | 0.04% |
| Katlyne | 269 | 0.04% |
| Katelen | 221 | 0.03% |
| Katlynne | 213 | 0.03% |
| Kaytlen | 206 | 0.03% |
| Kaitlinn | 188 | 0.03% |
| Katelinn | 163 | 0.03% |
| Caytlyn | 157 | 0.02% |
| Catlynn | 143 | 0.02% |
| Caitlinn | 133 | 0.02% |
| Kaetlin | 120 | 0.02% |
| Kaytlan | 87 | 0.01% |
| Caitlyne | 86 | 0.01% |
| Kaytelyn | 80 | 0.01% |
| Keitlyn | 76 | 0.01% |
| Katlen | 75 | 0.01% |
| Kaytlynne | 64 | 0.01% |
| Katlan | 27 | 0.00% |
| Keytlin | 26 | 0.00% |
| Caetlin | 24 | 0.00% |
| Kaytlinn | 22 | 0.00% |
| Caetlyn | 21 | 0.00% |
| Kaetlynn | 16 | 0.00% |
| Caytlynn | 8 | 0.00% |
| Catelynne | 5 | 0.00% |
| Caytlen | 5 | 0.00% |
| Kaytlyne | 5 | 0.00% |

Table: Complete retained Caitlin dictionary, 1950–2025.


### Cambrie {.collapse #family-cambrie}

<div class="abstract-collapse">

**KAM-bree**; Main convention; 11,540 births; 12 observed forms; $D_1=8.198$.

</div>

Excludes Cambre/Kambre, which can end in an unstressed -uh.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Cambrie "'Spelling Variants of Cambrie', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Cambrie | 2,392 | 20.73% |
| Cambree | 2,334 | 20.23% |
| Kambree | 1,726 | 14.96% |
| Kambrie | 1,213 | 10.51% |
| Kambri | 1,111 | 9.63% |
| Cambri | 969 | 8.40% |
| Cambry | 819 | 7.10% |
| Kambry | 579 | 5.02% |
| Cambrey | 122 | 1.06% |
| Kambrey | 111 | 0.96% |
| Cambreigh | 109 | 0.94% |
| Kambreigh | 55 | 0.48% |

Table: Complete retained Cambrie dictionary, 1950–2025.


### Carly {.collapse #family-carly}

<div class="abstract-collapse">

**KAR-lee**; Main convention; 188,341 births; 19 observed forms; $D_1=9.239$.

</div>

Usual English KAR-lee readings; possible individual stress or final-vowel differences.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Carly "'Spelling Variants of Carly', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Carly | 66,626 | 35.38% |
| Carley | 16,725 | 8.88% |
| Carlie | 14,719 | 7.82% |
| Karlee | 13,647 | 7.25% |
| Carlee | 12,632 | 6.71% |
| Karlie | 11,486 | 6.10% |
| Karli | 10,960 | 5.82% |
| Karly | 10,871 | 5.77% |
| Carli | 8,972 | 4.76% |
| Karley | 7,955 | 4.22% |
| Carleigh | 6,114 | 3.25% |
| Karleigh | 5,032 | 2.67% |
| Carlye | 1,056 | 0.56% |
| Karlye | 384 | 0.20% |
| Carlea | 312 | 0.17% |
| Karlei | 302 | 0.16% |
| Karlea | 248 | 0.13% |
| Carlei | 172 | 0.09% |
| Kharlie | 128 | 0.07% |

Table: Complete retained Carly dictionary, 1950–2025.

Excluded examples: Karleigha.


### Carrie {.collapse #family-carrie}

<div class="abstract-collapse">

**KAIR-ee**; Dialect-sensitive; 470,282 births; 18 observed forms; $D_1=7.037$.

</div>

Requires the common US Mary/merry/marry merger; Kari also has KAR-ee readings.
This row is dialect-sensitive.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Carrie | 166,251 | 35.35% |
| Kerry | 92,422 | 19.65% |
| Kari | 60,445 | 12.85% |
| Kerri | 37,324 | 7.94% |
| Keri | 32,345 | 6.88% |
| Carey | 24,901 | 5.29% |
| Cary | 24,276 | 5.16% |
| Karrie | 9,819 | 2.09% |
| Kerrie | 8,635 | 1.84% |
| Carie | 4,119 | 0.88% |
| Carri | 3,466 | 0.74% |
| Kary | 3,117 | 0.66% |
| Karry | 1,786 | 0.38% |
| Carry | 856 | 0.18% |
| Kerie | 320 | 0.07% |
| Kery | 136 | 0.03% |
| Carrey | 53 | 0.01% |
| Kerrey | 11 | 0.00% |

Table: Complete retained Carrie dictionary, 1950–2025.


### Casey {.collapse #family-casey}

<div class="abstract-collapse">

**KAY-see**; Main convention; 294,150 births; 19 observed forms; $D_1=3.532$.

</div>

Excludes Cassidy and initials KC from the calculation; Casi and Kayse can vary.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Casey | 192,946 | 65.59% |
| Kasey | 45,949 | 15.62% |
| Kacey | 15,265 | 5.19% |
| Kacie | 12,839 | 4.36% |
| Kaycee | 9,184 | 3.12% |
| Casie | 4,818 | 1.64% |
| Kasie | 4,223 | 1.44% |
| Kaycie | 2,467 | 0.84% |
| Kayci | 1,667 | 0.57% |
| Kaysie | 1,267 | 0.43% |
| Casi | 1,080 | 0.37% |
| Kaysi | 607 | 0.21% |
| Kayse | 516 | 0.18% |
| Kaysee | 386 | 0.13% |
| Kasee | 365 | 0.12% |
| Casee | 245 | 0.08% |
| Cacey | 230 | 0.08% |
| Cacie | 80 | 0.03% |
| Kaycey | 16 | 0.01% |

Table: Complete retained Casey dictionary, 1950–2025.


### Chanel {.collapse #family-chanel}

<div class="abstract-collapse">

**shuh-NELL**; Main convention; 43,998 births; 30 observed forms; $D_1=6.902$.

</div>

Familiar Chanel/Shanel spelling family under second-syllable stress.
Removes Shon-/Shaun- forms liable to retain SHON/SHAWN and Shaneal with possible NEEL.
Some rare spellings, particularly Shannel, can be given first-syllable stress; scores remain a conventional English family proxy.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Chanel | 19,130 | 43.48% |
| Chanelle | 5,223 | 11.87% |
| Shanell | 4,719 | 10.73% |
| Shanelle | 4,625 | 10.51% |
| Chanell | 2,897 | 6.58% |
| Shanel | 2,526 | 5.74% |
| Shannel | 1,256 | 2.85% |
| Chenelle | 804 | 1.83% |
| Shenell | 624 | 1.42% |
| Shannell | 498 | 1.13% |
| Shenelle | 432 | 0.98% |
| Channelle | 275 | 0.63% |
| Chenell | 256 | 0.58% |
| Shannelle | 190 | 0.43% |
| Chanele | 167 | 0.38% |
| Chenel | 83 | 0.19% |
| Shanele | 73 | 0.17% |
| Chennel | 62 | 0.14% |
| Shenel | 42 | 0.10% |
| Chinelle | 27 | 0.06% |
| Shinell | 17 | 0.04% |
| Schanel | 15 | 0.03% |
| Shinelle | 12 | 0.03% |
| Chennelle | 10 | 0.02% |
| Shynell | 10 | 0.02% |
| Chenele | 5 | 0.01% |
| Chennell | 5 | 0.01% |
| Schanelle | 5 | 0.01% |
| Shennel | 5 | 0.01% |
| Shennell | 5 | 0.01% |

Table: Complete retained Chanel dictionary, 1950–2025.

Excluded examples: Shaneal, Shonell, Shaunell, Shaunelle, Shonelle, Shonnell, Shunell, Shaunel.


### Chantel {.collapse #family-chantel}

<div class="abstract-collapse">

**shahn-TELL**; Main convention; 49,730 births; 20 observed forms; $D_1=8.301$.

</div>

Excludes Chantal/Shantal, which may end in a different vowel.
Initial vowel remains dialect sensitive.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Chantel "'Spelling Variants of Chantel', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Chantel | 14,997 | 30.16% |
| Shantel | 10,319 | 20.75% |
| Chantelle | 6,690 | 13.45% |
| Shantell | 5,106 | 10.27% |
| Chantell | 3,496 | 7.03% |
| Shantelle | 2,680 | 5.39% |
| Shawntel | 1,152 | 2.32% |
| Shauntel | 923 | 1.86% |
| Shontel | 790 | 1.59% |
| Shontell | 658 | 1.32% |
| Chauntel | 497 | 1.00% |
| Shawntell | 495 | 1.00% |
| Chantele | 419 | 0.84% |
| Shauntell | 266 | 0.53% |
| Shontelle | 257 | 0.52% |
| Shantele | 238 | 0.48% |
| Shawntelle | 210 | 0.42% |
| Chauntelle | 202 | 0.41% |
| Shauntelle | 195 | 0.39% |
| Shuntel | 140 | 0.28% |

Table: Complete retained Chantel dictionary, 1950–2025.


### Charisse {.collapse #family-charisse}

<div class="abstract-collapse">

**shuh-REES**; Main convention; 26,117 births; 44 observed forms; $D_1=16.710$.

</div>

Assumes shuh-REES.
Excludes candidates with likely REHSS, SHOR, or SHERR-iss readings.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Charisse "'Spelling Variants of Charisse', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Charisse | 5,248 | 20.09% |
| Cherise | 4,467 | 17.10% |
| Charise | 2,145 | 8.21% |
| Sherice | 1,506 | 5.77% |
| Sharice | 1,459 | 5.59% |
| Cherice | 1,137 | 4.35% |
| Cherisse | 1,064 | 4.07% |
| Sherise | 975 | 3.73% |
| Sherese | 941 | 3.60% |
| Sharese | 887 | 3.40% |
| Cherese | 758 | 2.90% |
| Charice | 738 | 2.83% |
| Sharise | 645 | 2.47% |
| Sharisse | 621 | 2.38% |
| Shareese | 507 | 1.94% |
| Charese | 439 | 1.68% |
| Sherrice | 412 | 1.58% |
| Sherece | 260 | 1.00% |
| Shereese | 238 | 0.91% |
| Charrise | 220 | 0.84% |
| Sharece | 217 | 0.83% |
| Sherisse | 193 | 0.74% |
| Shareece | 144 | 0.55% |
| Chareese | 106 | 0.41% |
| Cherrise | 105 | 0.40% |
| Chereese | 101 | 0.39% |
| Shereece | 92 | 0.35% |
| Charrisse | 79 | 0.30% |
| Shariece | 70 | 0.27% |
| Sherrise | 64 | 0.25% |
| Sheriece | 47 | 0.18% |
| Cherece | 42 | 0.16% |
| Charryse | 34 | 0.13% |
| Cherrice | 32 | 0.12% |
| Sherease | 28 | 0.11% |
| Sherrese | 18 | 0.07% |
| Charysse | 16 | 0.06% |
| Chyrisse | 15 | 0.06% |
| Cheriese | 14 | 0.05% |
| Sharease | 12 | 0.05% |
| Cheriece | 6 | 0.02% |
| Chariese | 5 | 0.02% |
| Cherrisse | 5 | 0.02% |
| Sharees | 5 | 0.02% |

Table: Complete retained Charisse dictionary, 1950–2025.

Excluded examples: Cheris, Cheresse, Shaurice, Sheryce, Charece, Sharyce, Sheresse, Chaurice, Cheryce, Cheryse, Sharesse.


### Christopher {.collapse #family-christopher}

<div class="abstract-collapse">

**KRIS-tuh-fur**; Main convention; 2,158,167 births; 17 observed forms; $D_1=1.304$.

</div>

Comparator core; omits obvious truncated records and different-language Christoph.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Christopher "'Spelling Variants of Christopher', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Christopher | 2,053,569 | 95.15% |
| Kristopher | 63,525 | 2.94% |
| Cristopher | 11,898 | 0.55% |
| Kristofer | 9,779 | 0.45% |
| Cristofer | 4,323 | 0.20% |
| Kristoffer | 3,940 | 0.18% |
| Christofer | 3,856 | 0.18% |
| Khristopher | 2,318 | 0.11% |
| Kristofor | 805 | 0.04% |
| Krystopher | 729 | 0.03% |
| Christoffer | 728 | 0.03% |
| Christapher | 701 | 0.03% |
| Christipher | 620 | 0.03% |
| Christophor | 537 | 0.02% |
| Chrystopher | 383 | 0.02% |
| Christepher | 287 | 0.01% |
| Krystofer | 169 | 0.01% |

Table: Complete retained Christopher dictionary, 1950–2025.


### Christy {.collapse #family-christy}

<div class="abstract-collapse">

**KRIS-tee**; Main convention; 364,878 births; 29 observed forms; $D_1=6.610$.

</div>

Conventional English readings.
The six major spellings are all independently represented by the same pronunciation in CMUdict.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Christy "'Spelling Variants of Christy', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Christy | 97,797 | 26.80% |
| Kristi | 75,966 | 20.82% |
| Kristy | 70,412 | 19.30% |
| Christie | 44,228 | 12.12% |
| Kristie | 38,027 | 10.42% |
| Christi | 20,702 | 5.67% |
| Cristy | 8,215 | 2.25% |
| Cristi | 3,183 | 0.87% |
| Cristie | 2,060 | 0.56% |
| Krysti | 792 | 0.22% |
| Kriste | 620 | 0.17% |
| Krystie | 521 | 0.14% |
| Kristee | 499 | 0.14% |
| Chrystie | 341 | 0.09% |
| Khristy | 332 | 0.09% |
| Christe | 331 | 0.09% |
| Christee | 180 | 0.05% |
| Khristi | 146 | 0.04% |
| Khristie | 144 | 0.04% |
| Crystie | 90 | 0.02% |
| Crysti | 51 | 0.01% |
| Chrysti | 50 | 0.01% |
| Kristye | 43 | 0.01% |
| Christey | 40 | 0.01% |
| Krysty | 33 | 0.01% |
| Christye | 32 | 0.01% |
| Kristey | 22 | 0.01% |
| Cristee | 11 | 0.00% |
| Kryste | 10 | 0.00% |

Table: Complete retained Christy dictionary, 1950–2025.


### Cody {.collapse #family-cody}

<div class="abstract-collapse">

**KOH-dee**; Main convention; 346,264 births; 12 observed forms; $D_1=1.907$.

</div>

Conventional English family.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Cody | 296,267 | 85.56% |
| Kody | 24,641 | 7.12% |
| Kodi | 7,281 | 2.10% |
| Codi | 5,598 | 1.62% |
| Codie | 4,453 | 1.29% |
| Codey | 3,247 | 0.94% |
| Kodie | 2,745 | 0.79% |
| Kodey | 695 | 0.20% |
| Kodee | 691 | 0.20% |
| Codee | 451 | 0.13% |
| Coady | 189 | 0.05% |
| Coedy | 6 | 0.00% |

Table: Complete retained Cody dictionary, 1950–2025.


### Cory {.collapse #family-cory}

<div class="abstract-collapse">

**KOR-ee**; Main convention; 406,649 births; 14 observed forms; $D_1=4.203$.

</div>

Conventional English family, pooled across sexes.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Corey | 193,793 | 47.66% |
| Cory | 133,536 | 32.84% |
| Kori | 16,387 | 4.03% |
| Kory | 15,723 | 3.87% |
| Cori | 13,426 | 3.30% |
| Korey | 12,863 | 3.16% |
| Corrie | 7,783 | 1.91% |
| Corie | 4,735 | 1.16% |
| Korie | 2,988 | 0.73% |
| Corry | 2,430 | 0.60% |
| Correy | 1,145 | 0.28% |
| Korrie | 828 | 0.20% |
| Korri | 640 | 0.16% |
| Korry | 372 | 0.09% |

Table: Complete retained Cory dictionary, 1950–2025.


### Crystal {.collapse #family-crystal}

<div class="abstract-collapse">

**KRIS-tul**; Main convention; 462,469 births; 23 observed forms; $D_1=2.883$.

</div>

Excludes Cristal/Christel/Cristel and -elle variants with prominent second-syllable stress in other languages; errors may remain.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Crystal "'Spelling Variants of Crystal', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Crystal | 327,771 | 70.87% |
| Krystal | 75,337 | 16.29% |
| Chrystal | 14,769 | 3.19% |
| Krystle | 12,982 | 2.81% |
| Kristal | 12,079 | 2.61% |
| Christal | 9,572 | 2.07% |
| Kristel | 2,992 | 0.65% |
| Crystle | 1,187 | 0.26% |
| Krystel | 1,125 | 0.24% |
| Kristle | 892 | 0.19% |
| Crystel | 738 | 0.16% |
| Christle | 526 | 0.11% |
| Crystall | 407 | 0.09% |
| Khrystal | 351 | 0.08% |
| Kristol | 255 | 0.06% |
| Chrystle | 249 | 0.05% |
| Christol | 243 | 0.05% |
| Kristyl | 211 | 0.05% |
| Crystol | 208 | 0.04% |
| Krystall | 170 | 0.04% |
| Krystl | 150 | 0.03% |
| Christyl | 142 | 0.03% |
| Krystol | 113 | 0.02% |

Table: Complete retained Crystal dictionary, 1950–2025.

Excluded examples: Cyrstal.


### Darryl {.collapse #family-darryl}

<div class="abstract-collapse">

**DAIR-ul**; Dialect-sensitive; 297,241 births; 14 observed forms; $D_1=4.041$.

</div>

Uses US DAIR-ul; excludes Dariel (often three syllables) and divergent stressed vowels.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Darrell | 124,297 | 41.82% |
| Darryl | 85,761 | 28.85% |
| Daryl | 57,934 | 19.49% |
| Darrel | 18,271 | 6.15% |
| Darell | 4,517 | 1.52% |
| Daryle | 2,181 | 0.73% |
| Darel | 1,511 | 0.51% |
| Darryll | 1,237 | 0.42% |
| Derryl | 742 | 0.25% |
| Darrol | 366 | 0.12% |
| Darral | 316 | 0.11% |
| Darrill | 53 | 0.02% |
| Deryle | 32 | 0.01% |
| Daral | 23 | 0.01% |

Table: Complete retained Darryl dictionary, 1950–2025.


### Daylen {.collapse #family-daylen}

<div class="abstract-collapse">

**DAY-lin / DAY-lun with weak-vowel merger**; Main convention; 24,511 births; 26 observed forms; $D_1=11.874$.

</div>

Relatively clean family under a US weak-vowel-merger convention.
Dalyn may be DAL-in, Dayelin may have extra syllable.
Daylon/Daylan can retain unreduced vowels for some bearers.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Daylen "'Spelling Variants of Daylen', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Daylen | 4,330 | 17.67% |
| Daylin | 3,824 | 15.60% |
| Daylon | 3,289 | 13.42% |
| Daylan | 2,913 | 11.88% |
| Daelyn | 2,499 | 10.20% |
| Dailyn | 2,288 | 9.33% |
| Daelynn | 1,000 | 4.08% |
| Daylyn | 520 | 2.12% |
| Daelin | 478 | 1.95% |
| Dailynn | 456 | 1.86% |
| Dailen | 453 | 1.85% |
| Daylynn | 423 | 1.73% |
| Daelan | 402 | 1.64% |
| Daelen | 328 | 1.34% |
| Daelon | 280 | 1.14% |
| Dailon | 210 | 0.86% |
| Dailin | 164 | 0.67% |
| Deylan | 164 | 0.67% |
| Dailan | 150 | 0.61% |
| Deylin | 149 | 0.61% |
| Dayln | 95 | 0.39% |
| Deilyn | 50 | 0.20% |
| Deylon | 23 | 0.09% |
| Daylinn | 10 | 0.04% |
| Deylen | 7 | 0.03% |
| Dailynne | 6 | 0.02% |

Table: Complete retained Daylen dictionary, 1950–2025.

Excluded examples: Dalyn, Dayelin.


### Denisha {.collapse #family-denisha}

<div class="abstract-collapse">

**duh-NEE-sha**; Pronunciation-sensitive; 16,226 births; 43 observed forms; $D_1=14.983$.

</div>

Assume reduced first vowel for De/Da/Do/Di/Dy and NEE-sha ending.
Exclude -sia/-cia forms that may retain s/extra syllables, and Dawn-.
Danesha/Deneisha can instead have NAY, so remaining distribution is still a family proxy.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Denisha "'Spelling Variants of Denisha', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Denisha | 4,306 | 26.54% |
| Danisha | 2,437 | 15.02% |
| Danesha | 1,291 | 7.96% |
| Donisha | 1,276 | 7.86% |
| Denesha | 907 | 5.59% |
| Daneisha | 678 | 4.18% |
| Donesha | 652 | 4.02% |
| Donnisha | 445 | 2.74% |
| Deneisha | 411 | 2.53% |
| Doneisha | 365 | 2.25% |
| Deneshia | 347 | 2.14% |
| Donnesha | 273 | 1.68% |
| Daneshia | 258 | 1.59% |
| Dynesha | 257 | 1.58% |
| Dennisha | 252 | 1.55% |
| Dinesha | 243 | 1.50% |
| Daniesha | 232 | 1.43% |
| Denishia | 223 | 1.37% |
| Doneshia | 201 | 1.24% |
| Dynisha | 180 | 1.11% |
| Doniesha | 160 | 0.99% |
| Dinisha | 125 | 0.77% |
| Deniesha | 98 | 0.60% |
| Donneisha | 83 | 0.51% |
| Dyneshia | 75 | 0.46% |
| Daneesha | 72 | 0.44% |
| Dyneisha | 70 | 0.43% |
| Dannisha | 64 | 0.39% |
| Danishia | 53 | 0.33% |
| Donneshia | 34 | 0.21% |
| Donniesha | 34 | 0.21% |
| Denysha | 22 | 0.14% |
| Dannesha | 20 | 0.12% |
| Donishia | 20 | 0.12% |
| Dineisha | 10 | 0.06% |
| Dineshia | 10 | 0.06% |
| Dnisha | 10 | 0.06% |
| Denishea | 7 | 0.04% |
| Deneesha | 5 | 0.03% |
| Deneishia | 5 | 0.03% |
| Dennishia | 5 | 0.03% |
| Dneisha | 5 | 0.03% |
| Dnesha | 5 | 0.03% |

Table: Complete retained Denisha dictionary, 1950–2025.

Excluded examples: Dawnisha, Denicia, Denecia, Denisia, Danicia, Denesia, Danecia, Donicia, Donecia, Danesia, Donesia, Denetia.


### Deonte {.collapse #family-deonte}

<div class="abstract-collapse">

**dee-ON-tay**; Main convention; 17,350 births; 9 observed forms; $D_1=4.094$.

</div>

Exclude Deante/Diante with AN rather than ON; -onta forms can end tuh; Deion-/Deyon- can begin DAY rather than DEE; Dyon- may begin DYE.
Retain the transparent Deon/Dion plus tay-ending core.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Deonte "'Spelling Variants of Deonte', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Deonte | 8,239 | 47.49% |
| Deontae | 3,697 | 21.31% |
| Dionte | 3,169 | 18.27% |
| Deontay | 1,171 | 6.75% |
| Diontae | 711 | 4.10% |
| Deontaye | 157 | 0.90% |
| Diontay | 152 | 0.88% |
| Deontai | 49 | 0.28% |
| Diontaye | 5 | 0.03% |

Table: Complete retained Deonte dictionary, 1950–2025.

Excluded examples: Deante, Deonta, Diante, Deaunte, Dionta, Deionte, Deantae, Deyonte, Deunte, Deiontae, Deionta, Deyonta, Deaunta, Deontea, Daonte, Dyonte, Deauntae, Deiontay, Deantay, Deyontae, Dyante, Deontee, Dayonte, Deyante, Dyontae.


### Deshawn {.collapse #family-deshawn}

<div class="abstract-collapse">

**duh-SHAWN**; Main convention; 47,637 births; 15 observed forms; $D_1=6.976$.

</div>

Assumes reduced De-/Da-/Du-/Di- before stressed SHAWN; excludes DAY-shawn variants.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Deshawn "'Spelling Variants of Deshawn', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Deshawn | 17,257 | 36.23% |
| Dashawn | 9,421 | 19.78% |
| Deshaun | 5,949 | 12.49% |
| Desean | 4,042 | 8.49% |
| Dashaun | 2,920 | 6.13% |
| Deshon | 2,718 | 5.71% |
| Dashon | 1,648 | 3.46% |
| Dasean | 1,384 | 2.91% |
| Dshawn | 643 | 1.35% |
| Dushawn | 451 | 0.95% |
| Deshone | 339 | 0.71% |
| Dsean | 337 | 0.71% |
| Dshaun | 308 | 0.65% |
| Dishawn | 201 | 0.42% |
| Deshaune | 19 | 0.04% |

Table: Complete retained Deshawn dictionary, 1950–2025.


### Devonte {.collapse #family-devonte}

<div class="abstract-collapse">

**duh-VAHN-tay**; Pronunciation-sensitive; 33,764 births; 26 observed forms; $D_1=6.530$.

</div>

Assume the conventional US duh-VAHN-tay reading of De/Da/Di/Dv beginnings.
Exclude -vonta/-vanta (can end tuh), -vontee, -vontez, and other endings.
Vowel distinctions in the initial unstressed syllable remain possible.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Devonte "'Spelling Variants of Devonte', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Devonte | 11,805 | 34.96% |
| Devante | 8,364 | 24.77% |
| Davonte | 4,681 | 13.86% |
| Devontae | 2,990 | 8.86% |
| Davontae | 1,554 | 4.60% |
| Davante | 1,415 | 4.19% |
| Devontay | 895 | 2.65% |
| Davontay | 570 | 1.69% |
| Dvonte | 443 | 1.31% |
| Dvante | 201 | 0.60% |
| Devantae | 168 | 0.50% |
| Divante | 159 | 0.47% |
| Devaunte | 130 | 0.39% |
| Dvontae | 113 | 0.33% |
| Divonte | 84 | 0.25% |
| Devontaye | 64 | 0.19% |
| Devontai | 35 | 0.10% |
| Davantae | 28 | 0.08% |
| Deavonte | 24 | 0.07% |
| Devaughnte | 10 | 0.03% |
| Davontaye | 6 | 0.02% |
| Davantay | 5 | 0.01% |
| Davaunte | 5 | 0.01% |
| Deavante | 5 | 0.01% |
| Devonnte | 5 | 0.01% |
| Divontae | 5 | 0.01% |

Table: Complete retained Devonte dictionary, 1950–2025.

Excluded examples: Devonta, Davonta, Devanta, Davanta, Dvonta, Devontea, Devontez, Devontee, Davontai, Devente, Dovonte, Davontea, Devunte.


### Eleanor {.collapse #family-eleanor}

<div class="abstract-collapse">

**ELL-uh-nor**; Main convention; 134,769 births; 13 observed forms; $D_1=1.709$.

</div>

Allows common unstressed vowel variation.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Eleanor | 120,758 | 89.60% |
| Elinor | 5,208 | 3.86% |
| Eleanore | 3,009 | 2.23% |
| Elanor | 1,552 | 1.15% |
| Ellanor | 680 | 0.50% |
| Elleanor | 680 | 0.50% |
| Elenor | 666 | 0.49% |
| Ellinor | 542 | 0.40% |
| Elenore | 455 | 0.34% |
| Elinore | 393 | 0.29% |
| Ellenor | 376 | 0.28% |
| Ellanore | 338 | 0.25% |
| Elanore | 112 | 0.08% |

Table: Complete retained Eleanor dictionary, 1950–2025.


### Emmalyn {.collapse #family-emmalyn}

<div class="abstract-collapse">

**EM-uh-lin**; Main convention; 24,325 births; 20 observed forms; $D_1=7.676$.

</div>

LIN-ending, three-syllable core, parallel to the report's separate Madelyn/Adalyn cores.
Excludes Emmaline and -lyne forms liable to LINE/LEEN, and contracted Emlynn.
Unstressed medial vowel differences are merged under common English weak-vowel reduction.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Emmalyn | 8,835 | 36.32% |
| Emmalynn | 4,780 | 19.65% |
| Emelyn | 2,639 | 10.85% |
| Emalyn | 1,850 | 7.61% |
| Emilyn | 1,520 | 6.25% |
| Emelin | 854 | 3.51% |
| Emalynn | 841 | 3.46% |
| Emmalin | 704 | 2.89% |
| Emmelyn | 657 | 2.70% |
| Emilynn | 597 | 2.45% |
| Emmilyn | 277 | 1.14% |
| Emmalynne | 276 | 1.13% |
| Emelynn | 199 | 0.82% |
| Emmilynn | 91 | 0.37% |
| Emmelynn | 85 | 0.35% |
| Emalin | 44 | 0.18% |
| Emmelin | 24 | 0.10% |
| Emilin | 23 | 0.09% |
| Emmalinn | 18 | 0.07% |
| Emalynne | 11 | 0.05% |

Table: Complete retained Emmalyn dictionary, 1950–2025.

Excluded examples: Emmaline, Emmalyne, Emlynn, Emalyne, Emelyne, Emilyne, Emmelyne, Emmilyne.


### Georgeann {.collapse #family-georgeann}

<div class="abstract-collapse">

**jorj-AN**; Pronunciation-sensitive; 3,662 births; 5 observed forms; $D_1=4.181$.

</div>

Exclude Georgiann/Georgianne/Georgiaann, which can have an extra EE syllable (jor-jee-AN), and Georgian, which has other common readings.
Narrow two-part George+Ann core is below 10,000 births.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Georgeann "'Spelling Variants of Georgeann', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Georgeann | 1,287 | 35.14% |
| Georgann | 900 | 24.58% |
| Georganne | 729 | 19.91% |
| Georgeanne | 660 | 18.02% |
| Georgean | 86 | 2.35% |

Table: Complete retained Georgeann dictionary, 1950–2025.

Excluded examples: Georgiann, Georgianne, Georgian, Georgiaann.


### Hailey {.collapse #family-hailey}

<div class="abstract-collapse">

**HAY-lee**; Main convention; 498,341 births; 26 observed forms; $D_1=5.876$.

</div>

Excludes Halley, Halle, Haile, and Hayle, which have prominent alternative readings.
Compound-looking errors are excluded after review.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Hailey "'Spelling Variants of Hailey', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Hailey | 181,698 | 36.46% |
| Haley | 159,921 | 32.09% |
| Hayley | 51,449 | 10.32% |
| Haylee | 30,233 | 6.07% |
| Hailee | 16,490 | 3.31% |
| Haleigh | 14,293 | 2.87% |
| Haylie | 10,232 | 2.05% |
| Halie | 7,404 | 1.49% |
| Hailie | 6,565 | 1.32% |
| Hayleigh | 5,527 | 1.11% |
| Haily | 3,113 | 0.62% |
| Halee | 2,952 | 0.59% |
| Hayli | 1,838 | 0.37% |
| Haileigh | 1,833 | 0.37% |
| Haili | 834 | 0.17% |
| Haylea | 818 | 0.16% |
| Haylei | 790 | 0.16% |
| Hailley | 455 | 0.09% |
| Haeley | 397 | 0.08% |
| Haillie | 367 | 0.07% |
| Hailei | 288 | 0.06% |
| Haeli | 231 | 0.05% |
| Haely | 226 | 0.05% |
| Haelee | 196 | 0.04% |
| Haeleigh | 146 | 0.03% |
| Hayliegh | 45 | 0.01% |

Table: Complete retained Hailey dictionary, 1950–2025.


### Isabel {.collapse #family-isabel}

<div class="abstract-collapse">

**IZ-uh-bell**; Main convention; 208,424 births; 13 observed forms; $D_1=3.090$.

</div>

Conventional English readings; IS versus IZ and vowel details can differ.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Isabel | 103,115 | 49.47% |
| Isabelle | 83,836 | 40.22% |
| Isabell | 7,243 | 3.48% |
| Izabelle | 4,603 | 2.21% |
| Izabel | 3,808 | 1.83% |
| Isobel | 2,572 | 1.23% |
| Izabell | 1,301 | 0.62% |
| Ysabel | 1,139 | 0.55% |
| Ysabelle | 514 | 0.25% |
| Isabele | 175 | 0.08% |
| Isobelle | 96 | 0.05% |
| Izabele | 12 | 0.01% |
| Izobel | 10 | 0.00% |
| Isobell | 0 | 0.00% |
| Ysobel | 0 | 0.00% |

Table: Complete retained Isabel dictionary, 1950–2025.


### Jacqueline {.collapse #family-jacqueline}

<div class="abstract-collapse">

**JAK-lin, with JAK-uh-lin allowed under a syncope convention**; Pronunciation-sensitive; 517,084 births; 52 observed forms; $D_1=4.151$.

</div>

Conditional English JAK-lin/JAK-uh-lin family.
Edited dictionary explicitly recognizes both pronunciations of Jacqueline and links Jacalyn/Jacklyn/Jaclyn/Jacquelyn/Jaqueline/Jackalyn/Jaquelyn.
French zh-/final LEEN and English KW or retained LEEN readings differ.
Excludes more ambiguous -line/-lyne/-lene forms other than the established full heads, and excludes final -a.

Reading reference: [Behind the Name](https://www.behindthename.com/name/jacqueline "'Jacqueline', Behind the Name").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Jacqueline | 329,540 | 63.73% |
| Jacquelyn | 64,509 | 12.48% |
| Jaclyn | 49,112 | 9.50% |
| Jaqueline | 15,250 | 2.95% |
| Jacklyn | 14,940 | 2.89% |
| Jacquelin | 7,277 | 1.41% |
| Jacalyn | 4,811 | 0.93% |
| Jacquelynn | 4,353 | 0.84% |
| Jackelyn | 3,889 | 0.75% |
| Jaquelin | 3,834 | 0.74% |
| Jacqulyn | 2,956 | 0.57% |
| Jaclynn | 2,765 | 0.53% |
| Jaquelyn | 2,714 | 0.52% |
| Jacklynn | 2,239 | 0.43% |
| Jackelin | 1,404 | 0.27% |
| Jacqualyn | 795 | 0.15% |
| Jacklin | 759 | 0.15% |
| Jacqlyn | 729 | 0.14% |
| Jakelin | 639 | 0.12% |
| Jackalyn | 537 | 0.10% |
| Jacqulin | 475 | 0.09% |
| Jakelyn | 366 | 0.07% |
| Jacqulynn | 321 | 0.06% |
| Jacquilyn | 314 | 0.06% |
| Jackilyn | 313 | 0.06% |
| Jaquelynn | 268 | 0.05% |
| Jacolyn | 255 | 0.05% |
| Jaklyn | 254 | 0.05% |
| Jackquelyn | 236 | 0.05% |
| Jaclin | 153 | 0.03% |
| Jackelynn | 121 | 0.02% |
| Jackalynn | 117 | 0.02% |
| Jaqualyn | 107 | 0.02% |
| Jacalynn | 100 | 0.02% |
| Jackolyn | 86 | 0.02% |
| Jakalyn | 79 | 0.02% |
| Jaqulyn | 72 | 0.01% |
| Jacqualynn | 71 | 0.01% |
| Jaqlyn | 64 | 0.01% |
| Jacqlynn | 49 | 0.01% |
| Jacqualin | 48 | 0.01% |
| Jaklynn | 47 | 0.01% |
| Jackquelin | 37 | 0.01% |
| Jacquilynn | 19 | 0.00% |
| Jackilynn | 16 | 0.00% |
| Jackqulin | 11 | 0.00% |
| Jacquelen | 8 | 0.00% |
| Jackalin | 5 | 0.00% |
| Jacklen | 5 | 0.00% |
| Jacqelyn | 5 | 0.00% |
| Jakalynn | 5 | 0.00% |
| Jaqulynn | 5 | 0.00% |

Table: Complete retained Jacqueline dictionary, 1950–2025.

Excluded examples: Jacquelene, Jaclene, Jacklon, Jacquline, Jackeline, Jacquelyne, Jackqueline, Jakeline, Jackline, Jaquelyne, Jacqulyne, Jaclyne, Jacklyne, Jacquelina.


### Jamie {.collapse #family-jamie}

<div class="abstract-collapse">

**JAY-mee**; Pronunciation-sensitive; 543,416 births; 12 observed forms; $D_1=2.997$.

</div>

Jaime can be Spanish HYE-may; includes only as an English-reading assumption.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Jamie | 353,619 | 65.07% |
| Jaime | 120,162 | 22.11% |
| Jami | 22,366 | 4.12% |
| Jayme | 17,844 | 3.28% |
| Jaimie | 10,441 | 1.92% |
| Jamey | 9,740 | 1.79% |
| Jaymie | 4,119 | 0.76% |
| Jaymee | 2,224 | 0.41% |
| Jaymi | 1,347 | 0.25% |
| Jamy | 1,134 | 0.21% |
| Jaimy | 410 | 0.08% |
| Jaemie | 10 | 0.00% |

Table: Complete retained Jamie dictionary, 1950–2025.

Excluded examples: Jame.


### Jamir {.collapse #family-jamir}

<div class="abstract-collapse">

**juh-MEER**; Main convention; 21,334 births; 21 observed forms; $D_1=6.693$.

</div>

Conventional juh-MEER core.
Removes Jimmer/Jamer with probable different stress/vowels, -myr forms liable to MYR, and -mire spellings with possible MY-er.
Jamier/Jameir remain bearer-dependent spellings whose usual family reading is assumed.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Jamir | 9,334 | 43.75% |
| Jahmir | 3,715 | 17.41% |
| Jamere | 1,827 | 8.56% |
| Jameer | 1,693 | 7.94% |
| Jamier | 1,331 | 6.24% |
| Jameir | 725 | 3.40% |
| Jahmere | 705 | 3.30% |
| Jahmeir | 380 | 1.78% |
| Jahmier | 362 | 1.70% |
| Jamiere | 334 | 1.57% |
| Jhamir | 294 | 1.38% |
| Jahmeer | 235 | 1.10% |
| Jamear | 126 | 0.59% |
| Jamirr | 74 | 0.35% |
| Jemir | 60 | 0.28% |
| Jemere | 56 | 0.26% |
| Jahmiere | 53 | 0.25% |
| Jhamere | 10 | 0.05% |
| Jimere | 10 | 0.05% |
| Jemier | 5 | 0.02% |
| Jimir | 5 | 0.02% |

Table: Complete retained Jamir dictionary, 1950–2025.

Excluded examples: Jamire, Jahmire, Jameire, Jymir, Jymere, Jahmyr, Jamyr, Jamyre, Jamer, Jimmer.


### Janae {.collapse #family-janae}

<div class="abstract-collapse">

**juh-NAY**; Main convention; 30,934 births; 19 observed forms; $D_1=3.905$.

</div>

Restricts the candidate family to relatively transparent -nae/-nay/-naye spellings.
Excludes -nai forms liable to NY, -nea forms liable to NEE-ah, and Jo-/John-/Jun- forms with unreduced first vowels.
Retained initial syllables are assumed reduced.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Janae | 18,038 | 58.31% |
| Janay | 5,832 | 18.85% |
| Jenae | 3,372 | 10.90% |
| Jenay | 964 | 3.12% |
| Janaye | 955 | 3.09% |
| Jahnae | 502 | 1.62% |
| Jennae | 362 | 1.17% |
| Genae | 319 | 1.03% |
| Jhanae | 162 | 0.52% |
| Jenaye | 143 | 0.46% |
| Jannae | 140 | 0.45% |
| Jhenae | 52 | 0.17% |
| Genay | 32 | 0.10% |
| Janaeh | 21 | 0.07% |
| Jannay | 15 | 0.05% |
| Jynae | 10 | 0.03% |
| Djanae | 5 | 0.02% |
| Ginae | 5 | 0.02% |
| Jinay | 5 | 0.02% |

Table: Complete retained Janae dictionary, 1950–2025.

Excluded examples: Janai, Jenai, Jaanai, Jahnai, Jannai, Janaih, Genai, Jhenai, Jhanai, Janea, Jenea, Genea, Jennea, Jeanea, Jeannea, Jonae, Johnae, Jonnae, Johnnae, Jonay, Jonai, Junae, Junea, Jonaye, Johnai, Jhonae.


### Janelle {.collapse #family-janelle}

<div class="abstract-collapse">

**juh-NELL**; Main convention; 100,320 births; 35 observed forms; $D_1=5.305$.

</div>

Conventional Anglophone juh-NELL readings.
Conservatively excludes Jo-/John-/Jun- forms with plausible unreduced first vowels, -neal forms that may end in NEEL, and Gianelle.
First-vowel reduction remains an assumption; SSA does not record stress or pronunciation.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Janelle | 54,247 | 54.07% |
| Janell | 13,793 | 13.75% |
| Janel | 11,731 | 11.69% |
| Jenelle | 6,833 | 6.81% |
| Jenell | 2,514 | 2.51% |
| Jeanelle | 1,877 | 1.87% |
| Jannelle | 1,173 | 1.17% |
| Genelle | 1,157 | 1.15% |
| Jennell | 1,110 | 1.11% |
| Jennelle | 1,103 | 1.10% |
| Jannell | 863 | 0.86% |
| Genell | 672 | 0.67% |
| Jeanell | 639 | 0.64% |
| Ginelle | 512 | 0.51% |
| Jenel | 510 | 0.51% |
| Jannel | 505 | 0.50% |
| Jennel | 271 | 0.27% |
| Janele | 256 | 0.26% |
| Jinelle | 159 | 0.16% |
| Gennell | 84 | 0.08% |
| Jeannelle | 75 | 0.07% |
| Jahnelle | 47 | 0.05% |
| Jynelle | 37 | 0.04% |
| Genel | 24 | 0.02% |
| Jahnell | 24 | 0.02% |
| Ginell | 16 | 0.02% |
| Jhanelle | 16 | 0.02% |
| Jeanel | 15 | 0.01% |
| Jynell | 15 | 0.01% |
| Jahnel | 11 | 0.01% |
| Jhanel | 10 | 0.01% |
| Gennelle | 6 | 0.01% |
| Genele | 5 | 0.00% |
| Jeannell | 5 | 0.00% |
| Jenele | 5 | 0.00% |

Table: Complete retained Janelle dictionary, 1950–2025.

Excluded examples: Jonelle, Jonell, Johnell, Jonel, Johnelle, Johnel, Johnnell, Jonnell, Jonnelle, Johnnel, Junell, Junelle, Janeal, Geneal, Jeneal, Gianelle, Jaunell.


### Janiece {.collapse #family-janiece}

<div class="abstract-collapse">

**juh-NEES**; Pronunciation-sensitive; 9,797 births; 22 observed forms; $D_1=7.869$.

</div>

Excludes forms particularly liable to JEN-iss/JAN-iss or John-/Jahn- vowels.
Most included forms still need pronunciation confirmation.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Janiece "'Spelling Variants of Janiece', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Jenise | 2,795 | 28.53% |
| Janiece | 2,589 | 26.43% |
| Janese | 1,059 | 10.81% |
| Genise | 916 | 9.35% |
| Janece | 544 | 5.55% |
| Jeniece | 508 | 5.19% |
| Janeice | 500 | 5.10% |
| Janeece | 200 | 2.04% |
| Jenese | 157 | 1.60% |
| Janeese | 89 | 0.91% |
| Jonise | 76 | 0.78% |
| Jenisse | 75 | 0.77% |
| Joniece | 68 | 0.69% |
| Geniece | 65 | 0.66% |
| Jeneice | 47 | 0.48% |
| Geneice | 40 | 0.41% |
| Genece | 23 | 0.23% |
| Jenece | 17 | 0.17% |
| Janiese | 12 | 0.12% |
| Genisse | 7 | 0.07% |
| Janeise | 5 | 0.05% |
| Jeaniece | 5 | 0.05% |

Table: Complete retained Janiece dictionary, 1950–2025.

Excluded examples: Jenice, Jeanice, Genice, Genese, Johnice, Jonice, Janisse, Jeanise, Johnese, Jahnice, Jahniece, Jahnise, Jeannice.


### Janine {.collapse #family-janine}

<div class="abstract-collapse">

**juh-NEEN**; Main convention; 89,850 births; 42 observed forms; $D_1=7.547$.

</div>

Conventional Anglophone juh-NEEN family; assumes reduced initial vowels and familiar readings of Janean/Janeane.
Excludes obvious Jane-Ann/June-Ann compounds and Jo-/John- spellings liable to retain another initial vowel.
Rare entries are plausible spelling assignments, not verified bearer pronunciations.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Janine | 31,702 | 35.28% |
| Jeanine | 20,157 | 22.43% |
| Jeannine | 15,315 | 17.05% |
| Janeen | 5,840 | 6.50% |
| Janene | 3,125 | 3.48% |
| Jenine | 2,154 | 2.40% |
| Jeanene | 1,669 | 1.86% |
| Janean | 1,381 | 1.54% |
| Jennine | 1,206 | 1.34% |
| Jeneen | 1,104 | 1.23% |
| Jeaneen | 691 | 0.77% |
| Jenean | 684 | 0.76% |
| Jannine | 660 | 0.73% |
| Genine | 547 | 0.61% |
| Jenene | 467 | 0.52% |
| Genene | 391 | 0.44% |
| Jeneane | 388 | 0.43% |
| Jeannene | 382 | 0.43% |
| Janeane | 373 | 0.42% |
| Geneen | 227 | 0.25% |
| Jeaninne | 183 | 0.20% |
| Janeene | 180 | 0.20% |
| Jeanean | 176 | 0.20% |
| Geanine | 146 | 0.16% |
| Janiene | 121 | 0.13% |
| Jennene | 105 | 0.12% |
| Genean | 92 | 0.10% |
| Geniene | 80 | 0.09% |
| Jeaneane | 50 | 0.06% |
| Janinne | 41 | 0.05% |
| Jeniene | 34 | 0.04% |
| Jineen | 31 | 0.03% |
| Gineen | 27 | 0.03% |
| Jennean | 23 | 0.03% |
| Geannine | 21 | 0.02% |
| Gennine | 17 | 0.02% |
| Jeneene | 17 | 0.02% |
| Jeaniene | 11 | 0.01% |
| Jannene | 10 | 0.01% |
| Jeninne | 10 | 0.01% |
| Geneane | 6 | 0.01% |
| Ginine | 6 | 0.01% |

Table: Complete retained Janine dictionary, 1950–2025.

Excluded examples: Janeann, Janeanne, Juneann, Johnine, Joneen, Johnene, Jonine, Johneen, Jonene, Jeneanne, Jeannean, Jannean, Janien, Geneine, Jeneine, Jineane.


### Jaycee {.collapse #family-jaycee}

<div class="abstract-collapse">

**JAY-see**; Main convention; 44,352 births; 17 observed forms; $D_1=7.827$.

</div>

Excludes initials JC and spellings with likely other consonants.
Jaci/Jacy assumed common English JAY-see.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Jaycee "'Spelling Variants of Jaycee', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Jaycee | 12,681 | 28.59% |
| Jacey | 8,531 | 19.23% |
| Jaci | 5,128 | 11.56% |
| Jacie | 4,215 | 9.50% |
| Jacy | 4,167 | 9.40% |
| Jaycie | 4,047 | 9.12% |
| Jayci | 1,867 | 4.21% |
| Jacee | 1,653 | 3.73% |
| Jaicee | 840 | 1.89% |
| Jasey | 658 | 1.48% |
| Jasie | 225 | 0.51% |
| Jaicey | 117 | 0.26% |
| Jaysie | 113 | 0.25% |
| Jaycey | 65 | 0.15% |
| Jaeci | 22 | 0.05% |
| Jaicie | 17 | 0.04% |
| Jaysea | 6 | 0.01% |

Table: Complete retained Jaycee dictionary, 1950–2025.


### Jayden {.collapse #family-jayden}

<div class="abstract-collapse">

**JAY-dun**; Main convention; 495,724 births; 75 observed forms; $D_1=5.014$.

</div>

Conventional English family.
Biblical Jadon may have another pronunciation; ordinary unstressed final vowels are merged.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Jayden "'Spelling Variants of Jayden', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Jayden | 276,060 | 55.69% |
| Jaden | 95,059 | 19.18% |
| Jaiden | 41,574 | 8.39% |
| Jadyn | 15,520 | 3.13% |
| Jadon | 10,779 | 2.17% |
| Jaydon | 9,302 | 1.88% |
| Jaidyn | 9,247 | 1.87% |
| Jaeden | 6,163 | 1.24% |
| Jaedyn | 4,709 | 0.95% |
| Jaydin | 4,292 | 0.87% |
| Jaydan | 3,828 | 0.77% |
| Jaedon | 2,178 | 0.44% |
| Jadin | 2,175 | 0.44% |
| Jaydyn | 1,772 | 0.36% |
| Jaidan | 1,653 | 0.33% |
| Jadan | 1,537 | 0.31% |
| Jaidon | 1,488 | 0.30% |
| Jaydn | 1,073 | 0.22% |
| Jeyden | 870 | 0.18% |
| Jadeyn | 741 | 0.15% |
| Jadynn | 581 | 0.12% |
| Jaedan | 571 | 0.12% |
| Jaedin | 540 | 0.11% |
| Jaidin | 506 | 0.10% |
| Jaydenn | 422 | 0.09% |
| Jaidynn | 307 | 0.06% |
| Jden | 302 | 0.06% |
| Jhayden | 277 | 0.06% |
| Jadien | 266 | 0.05% |
| Jeiden | 195 | 0.04% |
| Jaiyden | 182 | 0.04% |
| Jaydien | 180 | 0.04% |
| Jaedynn | 166 | 0.03% |
| Jeydan | 138 | 0.03% |
| Jdyn | 122 | 0.02% |
| Jyden | 114 | 0.02% |
| Jahden | 113 | 0.02% |
| Jaydynn | 86 | 0.02% |
| Jhaden | 78 | 0.02% |
| Jeydon | 54 | 0.01% |
| Jaydden | 50 | 0.01% |
| Jadeon | 49 | 0.01% |
| Jadyne | 48 | 0.01% |
| Jadenn | 41 | 0.01% |
| Jaaden | 33 | 0.01% |
| Jhaiden | 33 | 0.01% |
| Jayeden | 28 | 0.01% |
| Jadein | 23 | 0.00% |
| Jaydun | 23 | 0.00% |
| Jahyden | 16 | 0.00% |
| Jadyen | 15 | 0.00% |
| Jaidenn | 11 | 0.00% |
| Jadynne | 10 | 0.00% |
| Jaydein | 10 | 0.00% |
| Jadn | 7 | 0.00% |
| Jaidden | 7 | 0.00% |
| Jadenne | 6 | 0.00% |
| Jahdon | 6 | 0.00% |
| Jaiiden | 6 | 0.00% |
| Jaydhen | 6 | 0.00% |
| Jdin | 6 | 0.00% |
| Jaidn | 5 | 0.00% |
| Jaydann | 5 | 0.00% |
| Jaydehn | 5 | 0.00% |
| Jayhden | 5 | 0.00% |
| Jayiden | 5 | 0.00% |
| Jdan | 5 | 0.00% |
| Jdon | 5 | 0.00% |
| Jdynn | 5 | 0.00% |
| Jeaden | 5 | 0.00% |
| Jeadon | 5 | 0.00% |
| Jeden | 5 | 0.00% |
| Jeidan | 5 | 0.00% |
| Jeidyn | 5 | 0.00% |
| Jheyden | 5 | 0.00% |

Table: Complete retained Jayden dictionary, 1950–2025.

Excluded examples: Tjaden.


### Jaylee {.collapse #family-jaylee}

<div class="abstract-collapse">

**JAY-lee**; Main convention; 17,991 births; 28 observed forms; $D_1=8.766$.

</div>

Conditional English JAY-lee; omit Jeily (JEE possible), Jali (JAH often), Jailea (extra syllable possible).
Several Ja-/Jai- spellings can also be JAH/JYE outside this convention.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Jaylee | 8,601 | 47.81% |
| Jayleigh | 1,549 | 8.61% |
| Jaylie | 1,030 | 5.73% |
| Jaleigh | 932 | 5.18% |
| Jailee | 787 | 4.37% |
| Jayli | 562 | 3.12% |
| Jaelee | 491 | 2.73% |
| Jalee | 473 | 2.63% |
| Jaley | 405 | 2.25% |
| Jailey | 369 | 2.05% |
| Jaeleigh | 366 | 2.03% |
| Jaylei | 326 | 1.81% |
| Jalie | 305 | 1.70% |
| Jaeli | 304 | 1.69% |
| Jayley | 297 | 1.65% |
| Jaylea | 276 | 1.53% |
| Jaely | 176 | 0.98% |
| Jaileigh | 171 | 0.95% |
| Jaelie | 121 | 0.67% |
| Jalei | 102 | 0.57% |
| Jeyli | 93 | 0.52% |
| Jaily | 74 | 0.41% |
| Jaeley | 69 | 0.38% |
| Jaili | 38 | 0.21% |
| Jailei | 36 | 0.20% |
| Jaelei | 27 | 0.15% |
| Jeyly | 6 | 0.03% |
| Jayly | 5 | 0.03% |

Table: Complete retained Jaylee dictionary, 1950–2025.


### Jaylen {.collapse #family-jaylen}

<div class="abstract-collapse">

**JAY-lin / JAY-lun with weak-vowel merger**; Main convention; 202,314 births; 58 observed forms; $D_1=12.645$.

</div>

Remove -leen and other clearly variable forms, plus Turkish Ceylan.
Weak vowel merger assumption remains.
Sex strongly changes spelling frequencies.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Jaylen "'Spelling Variants of Jaylen', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Jaylen | 45,951 | 22.71% |
| Jalen | 42,547 | 21.03% |
| Jaylin | 19,608 | 9.69% |
| Jaelyn | 15,601 | 7.71% |
| Jaylon | 10,442 | 5.16% |
| Jaylynn | 9,939 | 4.91% |
| Jaelynn | 9,508 | 4.70% |
| Jaylyn | 7,513 | 3.71% |
| Jalyn | 6,622 | 3.27% |
| Jailyn | 5,886 | 2.91% |
| Jaylan | 5,539 | 2.74% |
| Jalynn | 5,159 | 2.55% |
| Jailynn | 2,353 | 1.16% |
| Jalin | 2,271 | 1.12% |
| Jaelin | 2,180 | 1.08% |
| Jailen | 1,697 | 0.84% |
| Jaelen | 1,626 | 0.80% |
| Jlynn | 880 | 0.43% |
| Jaylinn | 764 | 0.38% |
| Jaelon | 673 | 0.33% |
| Jayln | 657 | 0.32% |
| Jailin | 522 | 0.26% |
| Jeilyn | 396 | 0.20% |
| Jeylin | 394 | 0.19% |
| Jaelynne | 383 | 0.19% |
| Jaylynne | 374 | 0.18% |
| Jaylenn | 327 | 0.16% |
| Jaelan | 312 | 0.15% |
| Jalynne | 280 | 0.14% |
| Jailon | 274 | 0.14% |
| Jlyn | 274 | 0.14% |
| Jaylenne | 243 | 0.12% |
| Jailan | 180 | 0.09% |
| Jaylun | 165 | 0.08% |
| Jaylnn | 97 | 0.05% |
| Jlen | 93 | 0.05% |
| Jaeline | 69 | 0.03% |
| Jayelyn | 66 | 0.03% |
| Jaylinne | 66 | 0.03% |
| Jayelynn | 56 | 0.03% |
| Jeilin | 53 | 0.03% |
| Jeylen | 43 | 0.02% |
| Jeylan | 42 | 0.02% |
| Jaalen | 34 | 0.02% |
| Jhaylen | 21 | 0.01% |
| Jeilynn | 20 | 0.01% |
| Jlin | 17 | 0.01% |
| Jaelinn | 15 | 0.01% |
| Jaalyn | 11 | 0.01% |
| Jaylann | 11 | 0.01% |
| Jayllen | 11 | 0.01% |
| Jealyn | 11 | 0.01% |
| Jalenn | 10 | 0.00% |
| Jailinne | 6 | 0.00% |
| Jeylon | 6 | 0.00% |
| Jlan | 6 | 0.00% |
| Jayelin | 5 | 0.00% |
| Jaylonn | 5 | 0.00% |

Table: Complete retained Jaylen dictionary, 1950–2025.

Excluded examples: Jaylene, Jailene, Jayline, Jailyne, Jalyne, Jaylyne, Jaline, Jaylein, Jeyline, Ceylan, Jalon, Jalan, Jahlon, Jahlen, Jahlin, Jelon, Jaylaun, Jaylaan.


### Jeri {.collapse #family-jeri}

<div class="abstract-collapse">

**JERR-ee**; Main convention; 406,532 births; 10 observed forms; $D_1=1.992$.

</div>

Excludes Jere; pooled-sex score is dominated by male Jerry.
Female-only version is much more dispersed.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Jerry | 344,429 | 84.72% |
| Jeri | 19,866 | 4.89% |
| Jerri | 14,040 | 3.45% |
| Gerry | 12,157 | 2.99% |
| Geri | 6,924 | 1.70% |
| Gerri | 4,662 | 1.15% |
| Jerrie | 3,017 | 0.74% |
| Gerrie | 705 | 0.17% |
| Gery | 643 | 0.16% |
| Jery | 89 | 0.02% |

Table: Complete retained Jeri dictionary, 1950–2025.


### Jerilyn {.collapse #family-jerilyn}

<div class="abstract-collapse">

**JERR-uh-lin**; Main convention; 13,492 births; 15 observed forms; $D_1=6.514$.

</div>

Retain common JERR-uh-lin/JERR-ih-lin readings with an unstressed middle vowel.
Exclude -line/-lene forms liable to end LEEN, plus -olyn and Jar-/Jare- forms in this narrower core.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Jerilyn "'Spelling Variants of Jerilyn', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Geralyn | 4,628 | 34.30% |
| Jerilyn | 3,766 | 27.91% |
| Jeralyn | 1,077 | 7.98% |
| Jerilynn | 842 | 6.24% |
| Jerrilyn | 806 | 5.97% |
| Jerelyn | 701 | 5.20% |
| Gerilyn | 641 | 4.75% |
| Geralynn | 438 | 3.25% |
| Jerrilynn | 247 | 1.83% |
| Gerilynn | 181 | 1.34% |
| Jeralynn | 107 | 0.79% |
| Gerrilyn | 32 | 0.24% |
| Gerrilynn | 11 | 0.08% |
| Jerralyn | 9 | 0.07% |
| Jerelin | 6 | 0.04% |

Table: Complete retained Jerilyn dictionary, 1950–2025.

Excluded examples: Geraline, Jerolyn, Jerelene, Jeraline, Geralene, Jereline, Jeroline, Jarelyn, Jarilyn, Jerrolyn, Jerilynne, Jerrilyne, Geroline, Gerolyn, Jarelin.


### Jerrell {.collapse #family-jerrell}

<div class="abstract-collapse">

**juh-RELL**; Main convention; 23,138 births; 18 observed forms; $D_1=8.828$.

</div>

Excludes Jeryl/Jerryl and Jerrol variants with first-syllable stress; stress of remaining spellings is still individual.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Jerrell "'Spelling Variants of Jerrell', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Jerrell | 6,094 | 26.34% |
| Jarrell | 3,673 | 15.87% |
| Jerel | 3,391 | 14.66% |
| Jarell | 2,993 | 12.94% |
| Jerell | 1,665 | 7.20% |
| Jerrel | 1,576 | 6.81% |
| Jarel | 1,161 | 5.02% |
| Jarrel | 884 | 3.82% |
| Gerrell | 441 | 1.91% |
| Jarelle | 332 | 1.43% |
| Jahrell | 215 | 0.93% |
| Jerelle | 210 | 0.91% |
| Jurell | 139 | 0.60% |
| Gerell | 136 | 0.59% |
| Jahrel | 74 | 0.32% |
| Jerrelle | 74 | 0.32% |
| Jurrell | 69 | 0.30% |
| Jarrelle | 11 | 0.05% |

Table: Complete retained Jerrell dictionary, 1950–2025.


### Jessalyn {.collapse #family-jessalyn}

<div class="abstract-collapse">

**JESS-uh-lin**; Pronunciation-sensitive; 6,607 births; 13 observed forms; $D_1=4.310$.

</div>

Separate three-syllable JESS-uh-lin from two-syllable Jesslyn/Jeslyn/Jesslynn/Jeslynn/Jeslin/Jesslin.
Exclude Jessielynn with full EE in the middle.
Restricted three-syllable group below 10,000 births.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Jessalyn "'Spelling Variants of Jessalyn', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Jessalyn | 3,690 | 55.85% |
| Jessalynn | 998 | 15.11% |
| Jessilyn | 682 | 10.32% |
| Jesselyn | 533 | 8.07% |
| Jesalyn | 341 | 5.16% |
| Jessilynn | 110 | 1.66% |
| Jesilyn | 87 | 1.32% |
| Jesselin | 45 | 0.68% |
| Jesselynn | 40 | 0.61% |
| Jesalynn | 32 | 0.48% |
| Jessalin | 28 | 0.42% |
| Jeselyn | 11 | 0.17% |
| Jessalynne | 10 | 0.15% |

Table: Complete retained Jessalyn dictionary, 1950–2025.

Excluded examples: Jesslyn, Jeslyn, Jesslynn, Jeslynn, Jeslin, Jesslin, Jessielynn.


### Jocelyn {.collapse #family-jocelyn}

<div class="abstract-collapse">

**JOSS-lin**; Pronunciation-sensitive; 169,826 births; 23 observed forms; $D_1=4.131$.

</div>

Allows contraction of unstressed medial syllable; excludes -line/-lene and Josh-/Joz- forms.
Many bearers use a three-syllable form.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Jocelyn "'Spelling Variants of Jocelyn', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Jocelyn | 111,462 | 65.63% |
| Joselyn | 18,168 | 10.70% |
| Joslyn | 11,214 | 6.60% |
| Jocelynn | 6,725 | 3.96% |
| Josselyn | 3,330 | 1.96% |
| Joslynn | 3,320 | 1.95% |
| Jocelin | 2,612 | 1.54% |
| Josslyn | 2,171 | 1.28% |
| Josalyn | 2,120 | 1.25% |
| Joscelyn | 2,118 | 1.25% |
| Joselynn | 1,417 | 0.83% |
| Joslin | 1,416 | 0.83% |
| Josalynn | 747 | 0.44% |
| Joclyn | 644 | 0.38% |
| Jocelynne | 619 | 0.36% |
| Josslynn | 452 | 0.27% |
| Jossalyn | 352 | 0.21% |
| Joscelin | 243 | 0.14% |
| Joscelynn | 164 | 0.10% |
| Joslynne | 145 | 0.09% |
| Josalin | 138 | 0.08% |
| Joselynne | 132 | 0.08% |
| Joscelyne | 117 | 0.07% |

Table: Complete retained Jocelyn dictionary, 1950–2025.


### Journey {.collapse #family-journey}

<div class="abstract-collapse">

**JER-nee**; Main convention; 58,905 births; 21 observed forms; $D_1=5.364$.

</div>

Common American English word-name pronunciation JER-nee.
Dictionary explicitly gives Journey/Journee/Journi; the other observed spellings preserve that sound under ordinary English readings.
Includes Journye under the same JER-nee reading.

Reading reference: [Behind the Name](https://www.behindthename.com/name/journey "'Journey', Behind the Name").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Journey | 22,893 | 38.86% |
| Journee | 18,334 | 31.12% |
| Journi | 5,101 | 8.66% |
| Jurnee | 4,569 | 7.76% |
| Journie | 2,723 | 4.62% |
| Journei | 2,301 | 3.91% |
| Journii | 735 | 1.25% |
| Jurni | 458 | 0.78% |
| Jurnie | 281 | 0.48% |
| Jurney | 249 | 0.42% |
| Jernee | 202 | 0.34% |
| Journiee | 197 | 0.33% |
| Jerney | 191 | 0.32% |
| Jurnei | 149 | 0.25% |
| Jerni | 143 | 0.24% |
| Journeii | 139 | 0.24% |
| Jernie | 119 | 0.20% |
| Journye | 36 | 0.06% |
| Jernei | 35 | 0.06% |
| Jurnii | 31 | 0.05% |
| Journy | 19 | 0.03% |

Table: Complete retained Journey dictionary, 1950–2025.


### Kaliyah {.collapse #family-kaliyah}

<div class="abstract-collapse">

**kuh-LEE-ah**; Main convention; 19,803 births; 15 observed forms; $D_1=3.831$.

</div>

Remove short -lia, -lea, and -leah forms often pronounced KAH-lee-ah, kah-LAY-ah, or KAY-lee.
Broad family conflates distinct languages and vowels.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Kaliyah "'Spelling Variants of Kaliyah', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Kaliyah | 12,951 | 65.40% |
| Caliyah | 2,037 | 10.29% |
| Khaliyah | 1,602 | 8.09% |
| Kaliya | 1,100 | 5.55% |
| Khaliya | 485 | 2.45% |
| Kaaliyah | 437 | 2.21% |
| Kahliyah | 239 | 1.21% |
| Caliya | 225 | 1.14% |
| Kaleeah | 151 | 0.76% |
| Kaleeyah | 138 | 0.70% |
| Kahliya | 132 | 0.67% |
| Kaleeya | 124 | 0.63% |
| Kaleiyah | 114 | 0.58% |
| Kalliyah | 47 | 0.24% |
| Caaliyah | 21 | 0.11% |

Table: Complete retained Kaliyah dictionary, 1950–2025.

Excluded examples: Kalia, Kalea, Kaleah, Khalia, Kaliah, Kahlia, Khaliah, Calia, Kaleia, Kaleigha, Caleah, Kaleyah, Callia, Kaleya, Kahlea, Calea.


### Kamiyah {.collapse #family-kamiyah}

<div class="abstract-collapse">

**kuh-MY-ah**; Pronunciation-sensitive; 1,374 births; 9 observed forms; $D_1=5.192$.

</div>

The family is pronunciation-sensitive: Kamiyah has kuh-MY-ah and kuh-MEE-ah readings; Sanskrit Kamya and Japanese Kamiya add other stress or vowel patterns.
A subset restricted to transparent MY-ah endings falls below the main population threshold.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Kamiyah "'Spelling Variants of Kamiyah', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Kamaiyah | 409 | 29.77% |
| Camaya | 337 | 24.53% |
| Kamayah | 270 | 19.65% |
| Kamaiya | 245 | 17.83% |
| Kamaia | 56 | 4.08% |
| Kamayia | 22 | 1.60% |
| Kamaiah | 20 | 1.46% |
| Camaiya | 10 | 0.73% |
| Kahmaya | 5 | 0.36% |

Table: Complete retained Kamiyah dictionary, 1950–2025.

Excluded examples: Kamiyah, Kamya, Kamiya, Kamaya, Kamiah, Kamia, Kamea, Kameah, Kameya, Camea.


### Kane {.collapse #family-kane}

<div class="abstract-collapse">

**KAYN**; Main convention; 39,799 births; 10 observed forms; $D_1=4.629$.

</div>

Assumes KAYN for every retained spelling, including Kain.
SSA cannot separate bearers using a two-syllable original-language pronunciation.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Kane | 19,557 | 49.14% |
| Cain | 7,496 | 18.83% |
| Kain | 3,750 | 9.42% |
| Kaine | 3,621 | 9.10% |
| Kayne | 2,405 | 6.04% |
| Caine | 2,104 | 5.29% |
| Cayne | 458 | 1.15% |
| Cane | 353 | 0.89% |
| Khane | 45 | 0.11% |
| Kaen | 10 | 0.03% |

Table: Complete retained Kane dictionary, 1950–2025.


### Katherine {.collapse #family-katherine}

<div class="abstract-collapse">

**KATH-rin**; Main convention; 1,235,423 births; 21 observed forms; $D_1=4.009$.

</div>

Allows common two/three-syllable reduction; excludes foreign-language Katerina and related names.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Katherine | 479,021 | 38.77% |
| Catherine | 366,455 | 29.66% |
| Kathryn | 308,743 | 24.99% |
| Katharine | 27,863 | 2.26% |
| Kathrine | 11,316 | 0.92% |
| Cathryn | 11,230 | 0.91% |
| Katheryn | 9,724 | 0.79% |
| Catharine | 5,013 | 0.41% |
| Cathrine | 4,513 | 0.37% |
| Kathryne | 3,199 | 0.26% |
| Kathyrn | 2,208 | 0.18% |
| Kathern | 1,580 | 0.13% |
| Katheryne | 1,462 | 0.12% |
| Catheryn | 1,072 | 0.09% |
| Katharyn | 1,014 | 0.08% |
| Kathrynn | 485 | 0.04% |
| Cathryne | 278 | 0.02% |
| Catheryne | 144 | 0.01% |
| Katharin | 77 | 0.01% |
| Cathrin | 21 | 0.00% |
| Katherynn | 5 | 0.00% |

Table: Complete retained Katherine dictionary, 1950–2025.


### Kayden {.collapse #family-kayden}

<div class="abstract-collapse">

**KAY-dun**; Main convention; 391,902 births; 85 observed forms; $D_1=9.654$.

</div>

Conventional English family; occasional KAI/KASS readings remain possible.
Weak unstressed vowels are merged.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Kayden "'Spelling Variants of Kayden', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Kayden | 81,717 | 20.85% |
| Caden | 72,993 | 18.63% |
| Kaden | 70,701 | 18.04% |
| Kaiden | 54,156 | 13.82% |
| Cayden | 43,123 | 11.00% |
| Caiden | 23,862 | 6.09% |
| Kaeden | 5,258 | 1.34% |
| Kadin | 5,253 | 1.34% |
| Kadyn | 4,732 | 1.21% |
| Kaidyn | 4,061 | 1.04% |
| Kaedyn | 2,220 | 0.57% |
| Caeden | 2,210 | 0.56% |
| Kaydin | 1,852 | 0.47% |
| Kaydon | 1,496 | 0.38% |
| Cadyn | 1,469 | 0.37% |
| Caidyn | 1,270 | 0.32% |
| Kaidan | 1,206 | 0.31% |
| Kaydan | 867 | 0.22% |
| Kadon | 720 | 0.18% |
| Keyden | 698 | 0.18% |
| Kaedon | 668 | 0.17% |
| Caydon | 666 | 0.17% |
| Cadin | 665 | 0.17% |
| Kaidon | 651 | 0.17% |
| Khayden | 586 | 0.15% |
| Kaydyn | 574 | 0.15% |
| Kadan | 503 | 0.13% |
| Caedyn | 476 | 0.12% |
| Caydin | 462 | 0.12% |
| Keiden | 458 | 0.12% |
| Kaidin | 429 | 0.11% |
| Caedon | 410 | 0.10% |
| Caidan | 391 | 0.10% |
| Kaedin | 389 | 0.10% |
| Kaedan | 384 | 0.10% |
| Khaden | 380 | 0.10% |
| Cadan | 328 | 0.08% |
| Khaiden | 314 | 0.08% |
| Kaydn | 306 | 0.08% |
| Caydan | 289 | 0.07% |
| Cadon | 238 | 0.06% |
| Caidon | 216 | 0.06% |
| Kden | 214 | 0.05% |
| Kaydenn | 183 | 0.05% |
| Kaiyden | 176 | 0.04% |
| Caedan | 173 | 0.04% |
| Khaidyn | 155 | 0.04% |
| Keaden | 105 | 0.03% |
| Caidin | 96 | 0.02% |
| Keidan | 85 | 0.02% |
| Kaidynn | 84 | 0.02% |
| Caydn | 80 | 0.02% |
| Kdyn | 78 | 0.02% |
| Kadynn | 77 | 0.02% |
| Caydyn | 74 | 0.02% |
| Caedin | 69 | 0.02% |
| Khadyn | 62 | 0.02% |
| Cadien | 53 | 0.01% |
| Kadeyn | 51 | 0.01% |
| Keydan | 45 | 0.01% |
| Kaydien | 43 | 0.01% |
| Keidyn | 39 | 0.01% |
| Keydon | 35 | 0.01% |
| Kaedynn | 27 | 0.01% |
| Khadin | 23 | 0.01% |
| Kayeden | 22 | 0.01% |
| Kaaden | 21 | 0.01% |
| Kaidenn | 21 | 0.01% |
| Caydenn | 17 | 0.00% |
| Keidon | 17 | 0.00% |
| Caiyden | 16 | 0.00% |
| Kadein | 14 | 0.00% |
| Kadenn | 12 | 0.00% |
| Kahden | 12 | 0.00% |
| Kaydynn | 11 | 0.00% |
| Khaydin | 11 | 0.00% |
| Qaiden | 10 | 0.00% |
| Caidenn | 6 | 0.00% |
| Kaiiden | 6 | 0.00% |
| Kaydden | 6 | 0.00% |
| Kayedon | 6 | 0.00% |
| Caaden | 5 | 0.00% |
| Caydien | 5 | 0.00% |
| Kaedn | 5 | 0.00% |
| Keadyn | 5 | 0.00% |

Table: Complete retained Kayden dictionary, 1950–2025.

Excluded examples: Kaydeen, Quayden, Chaydon, Chaiden, Chaeden.


### Kaylee {.collapse #family-kaylee}

<div class="abstract-collapse">

**KAY-lee**; Main convention; 354,736 births; 67 observed forms; $D_1=12.230$.

</div>

Conditional English KAY-lee family.
Kaili and Kalei are included under this reading, but Kalei also has documented kah-LAY usage.
Keily/Keylee/Keyli, Calie, and extra-syllable -lea candidates remain broader sensitivity cases; Kailee/Kailie can also be KYE-lee.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Kaylee "'Spelling Variants of Kaylee', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Kaylee | 140,596 | 39.63% |
| Kayleigh | 34,568 | 9.74% |
| Kailey | 27,254 | 7.68% |
| Kaylie | 22,101 | 6.23% |
| Kaleigh | 16,250 | 4.58% |
| Kaley | 13,707 | 3.86% |
| Kailee | 12,953 | 3.65% |
| Caylee | 9,769 | 2.75% |
| Kayley | 8,586 | 2.42% |
| Kayli | 7,134 | 2.01% |
| Caleigh | 5,768 | 1.63% |
| Kalie | 5,313 | 1.50% |
| Kalee | 3,957 | 1.12% |
| Cailey | 3,857 | 1.09% |
| Kaeli | 3,447 | 0.97% |
| Kaylea | 3,107 | 0.88% |
| Kaili | 2,931 | 0.83% |
| Kaileigh | 2,774 | 0.78% |
| Caley | 2,626 | 0.74% |
| Kaily | 2,560 | 0.72% |
| Cayleigh | 2,297 | 0.65% |
| Kalei | 2,224 | 0.63% |
| Kaylei | 2,134 | 0.60% |
| Cailee | 1,792 | 0.51% |
| Caylie | 1,641 | 0.46% |
| Kaeleigh | 1,426 | 0.40% |
| Kailie | 1,324 | 0.37% |
| Cayley | 1,213 | 0.34% |
| Caileigh | 1,177 | 0.33% |
| Kaelee | 1,173 | 0.33% |
| Kaely | 1,156 | 0.33% |
| Kaeley | 821 | 0.23% |
| Calee | 800 | 0.23% |
| Kaelie | 749 | 0.21% |
| Kailei | 617 | 0.17% |
| Cayli | 459 | 0.13% |
| Kayly | 430 | 0.12% |
| Caeley | 423 | 0.12% |
| Kaliegh | 416 | 0.12% |
| Kayliegh | 370 | 0.10% |
| Kayelee | 365 | 0.10% |
| Ceili | 288 | 0.08% |
| Caeleigh | 226 | 0.06% |
| Cailie | 219 | 0.06% |
| Caily | 183 | 0.05% |
| Caylei | 160 | 0.05% |
| Caylea | 148 | 0.04% |
| Khailee | 127 | 0.04% |
| Khaylee | 127 | 0.04% |
| Kahley | 126 | 0.04% |
| Caliegh | 122 | 0.03% |
| Ceilidh | 107 | 0.03% |
| Caelie | 106 | 0.03% |
| Kaelei | 106 | 0.03% |
| Caili | 81 | 0.02% |
| Caely | 63 | 0.02% |
| Caelee | 59 | 0.02% |
| Cailley | 54 | 0.02% |
| Khailey | 48 | 0.01% |
| Kailye | 31 | 0.01% |
| Khaleigh | 30 | 0.01% |
| Kaylii | 26 | 0.01% |
| Khaylie | 10 | 0.00% |
| Kaelli | 7 | 0.00% |
| Kayllie | 6 | 0.00% |
| Khaeli | 6 | 0.00% |
| Kayleeh | 5 | 0.00% |

Table: Complete retained Kaylee dictionary, 1950–2025.


### Kaylin {.collapse #family-kaylin}

<div class="abstract-collapse">

**KAY-lin**; Main convention; 163,304 births; 55 observed forms; $D_1=24.502$.

</div>

Conditional English KAY-lin/KAY-lun family, with unstressed -lin/-len/-lan/-lon merged consistently.
Includes documented KAY readings of Kalyn, Kalin, and Kalan, plus conventional C/K and ai/ay/ae variants.
Some spellings also have short-A or other-language readings; the data cannot allocate their bearers between sounds.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Kaylin "'Spelling Variants of Kaylin', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Kaylin | 19,934 | 12.21% |
| Kaelyn | 15,648 | 9.58% |
| Kailyn | 14,351 | 8.79% |
| Kaylynn | 12,244 | 7.50% |
| Kaylyn | 12,086 | 7.40% |
| Kaylen | 8,499 | 5.20% |
| Kalyn | 7,793 | 4.77% |
| Kalen | 6,096 | 3.73% |
| Cailyn | 5,554 | 3.40% |
| Kaylan | 5,203 | 3.19% |
| Kaelynn | 5,052 | 3.09% |
| Kailynn | 4,747 | 2.91% |
| Cailin | 3,743 | 2.29% |
| Kalynn | 3,722 | 2.28% |
| Kaelin | 3,663 | 2.24% |
| Kalin | 3,416 | 2.09% |
| Caelan | 3,135 | 1.92% |
| Calen | 2,720 | 1.67% |
| Caylin | 2,558 | 1.57% |
| Caelyn | 2,426 | 1.49% |
| Kaylon | 2,023 | 1.24% |
| Kaelan | 1,951 | 1.19% |
| Kailen | 1,673 | 1.02% |
| Kalan | 1,588 | 0.97% |
| Kailin | 1,410 | 0.86% |
| Cailynn | 1,183 | 0.72% |
| Kailan | 1,118 | 0.68% |
| Kaelen | 1,079 | 0.66% |
| Caylen | 1,032 | 0.63% |
| Calan | 994 | 0.61% |
| Caelin | 769 | 0.47% |
| Kaylynne | 632 | 0.39% |
| Caelen | 616 | 0.38% |
| Caelynn | 607 | 0.37% |
| Kaylinn | 606 | 0.37% |
| Cailen | 448 | 0.27% |
| Caylyn | 445 | 0.27% |
| Caylan | 400 | 0.24% |
| Caylynn | 368 | 0.23% |
| Kailon | 306 | 0.19% |
| Kaelon | 302 | 0.18% |
| Caylon | 264 | 0.16% |
| Cailan | 245 | 0.15% |
| Kailynne | 240 | 0.15% |
| Kaelynne | 196 | 0.12% |
| Khailyn | 63 | 0.04% |
| Caelon | 37 | 0.02% |
| Khailynn | 26 | 0.02% |
| Cailynne | 22 | 0.01% |
| Khaelyn | 18 | 0.01% |
| Khailan | 17 | 0.01% |
| Khailen | 17 | 0.01% |
| Cailon | 7 | 0.00% |
| Caylinn | 7 | 0.00% |
| Khaelynn | 5 | 0.00% |

Table: Complete retained Kaylin dictionary, 1950–2025.

Excluded examples: Kylan, Kylen, Kylin, Kyleen, Kaleen, Caleen, Keylin, Keylyn, Kaylyne.


### Kayson {.collapse #family-kayson}

<div class="abstract-collapse">

**KAY-sun**; Main convention; 98,640 births; 46 observed forms; $D_1=13.931$.

</div>

Conditional English KAY-sun family, including common Kaison/Kaisen/Kaisyn/Caison/Caisen variants found in a human grouping.
Kai/Cai can also be KYE and some s spellings can be voiced; neither engine agreement nor individual-bearer frequencies are asserted.
Extra-syllable -ceon and KAH/KEE candidates remain outside the core.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Kayson "'Spelling Variants of Kayson', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Kayson | 15,487 | 15.70% |
| Kason | 14,951 | 15.16% |
| Kasen | 11,538 | 11.70% |
| Cason | 11,388 | 11.55% |
| Kaison | 7,198 | 7.30% |
| Kaysen | 7,075 | 7.17% |
| Casen | 6,655 | 6.75% |
| Cayson | 6,415 | 6.50% |
| Kaisen | 2,637 | 2.67% |
| Caysen | 2,448 | 2.48% |
| Kaycen | 1,760 | 1.78% |
| Kacen | 1,675 | 1.70% |
| Kasyn | 1,663 | 1.69% |
| Kaeson | 1,126 | 1.14% |
| Kaisyn | 1,087 | 1.10% |
| Caison | 1,029 | 1.04% |
| Casyn | 536 | 0.54% |
| Caisen | 510 | 0.52% |
| Kaesyn | 496 | 0.50% |
| Kasin | 409 | 0.41% |
| Kaysin | 383 | 0.39% |
| Kacyn | 316 | 0.32% |
| Kaysan | 315 | 0.32% |
| Kaesen | 310 | 0.31% |
| Caeson | 180 | 0.18% |
| Casin | 128 | 0.13% |
| Kaysyn | 122 | 0.12% |
| Caysin | 94 | 0.10% |
| Caycen | 93 | 0.09% |
| Kaicyn | 85 | 0.09% |
| Caesyn | 82 | 0.08% |
| Kacin | 67 | 0.07% |
| Kaysn | 59 | 0.06% |
| Kaecyn | 52 | 0.05% |
| Khaison | 45 | 0.05% |
| Kaycin | 41 | 0.04% |
| Kaesin | 37 | 0.04% |
| Khayson | 36 | 0.04% |
| Kaysun | 31 | 0.03% |
| Khason | 19 | 0.02% |
| Khaysen | 17 | 0.02% |
| Khasen | 14 | 0.01% |
| Khaisen | 11 | 0.01% |
| Kaycyn | 10 | 0.01% |
| Caseyn | 5 | 0.01% |
| Caysyn | 5 | 0.01% |

Table: Complete retained Kayson dictionary, 1950–2025.

Excluded examples: Kaicen, Keison, Kaisan, Keyson, Kesan, Keson, Kaceyn, Kaiceon, Kaisin, Kcyn.


### Kelsey {.collapse #family-kelsey}

<div class="abstract-collapse">

**KELL-see**; Main convention; 208,318 births; 17 observed forms; $D_1=2.937$.

</div>

Excludes bare Kelce (also KELSS).

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Kelsey "'Spelling Variants of Kelsey', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Kelsey | 155,224 | 74.51% |
| Kelsie | 19,648 | 9.43% |
| Kelsi | 10,151 | 4.87% |
| Kelsea | 6,040 | 2.90% |
| Kelcie | 3,329 | 1.60% |
| Kelsy | 3,270 | 1.57% |
| Kelcey | 2,821 | 1.35% |
| Kelci | 2,429 | 1.17% |
| Kelsee | 1,748 | 0.84% |
| Kelcy | 1,033 | 0.50% |
| Kelcee | 770 | 0.37% |
| Kellsie | 521 | 0.25% |
| Kellsey | 439 | 0.21% |
| Kelsei | 337 | 0.16% |
| Celsey | 223 | 0.11% |
| Kelsay | 223 | 0.11% |
| Kelsye | 112 | 0.05% |

Table: Complete retained Kelsey dictionary, 1950–2025.


### Kenisha {.collapse #family-kenisha}

<div class="abstract-collapse">

**kuh-NEE-sha**; Pronunciation-sensitive; 14,836 births; 38 observed forms; $D_1=11.960$.

</div>

Assumes a reduced initial vowel and NEE; NAY/NEH/NIH alternatives remain material.
Excludes Quinesha and similar forms that can retain /kw/, and -cia forms with ambiguous consonants or syllable counts.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Kenisha | 4,024 | 27.12% |
| Kanisha | 2,603 | 17.55% |
| Kanesha | 1,752 | 11.81% |
| Kaneisha | 1,014 | 6.83% |
| Kenesha | 986 | 6.65% |
| Kennisha | 600 | 4.04% |
| Keneisha | 528 | 3.56% |
| Kaneesha | 482 | 3.25% |
| Kaneshia | 452 | 3.05% |
| Kennesha | 366 | 2.47% |
| Keneshia | 331 | 2.23% |
| Canisha | 270 | 1.82% |
| Kaniesha | 259 | 1.75% |
| Canesha | 161 | 1.09% |
| Kinesha | 127 | 0.86% |
| Kinisha | 124 | 0.84% |
| Keniesha | 94 | 0.63% |
| Kenishia | 84 | 0.57% |
| Kynisha | 80 | 0.54% |
| Kenneshia | 71 | 0.48% |
| Kynesha | 67 | 0.45% |
| Kenneisha | 63 | 0.42% |
| Caneisha | 47 | 0.32% |
| Conisha | 43 | 0.29% |
| Caneshia | 41 | 0.28% |
| Keneesha | 37 | 0.25% |
| Conesha | 27 | 0.18% |
| Kanishia | 24 | 0.16% |
| Caniesha | 16 | 0.11% |
| Kineshia | 10 | 0.07% |
| Kaneeshia | 9 | 0.06% |
| Konesha | 8 | 0.05% |
| Canishia | 7 | 0.05% |
| Konisha | 7 | 0.05% |
| Keneasha | 6 | 0.04% |
| Kyneshia | 6 | 0.04% |
| Kiniesha | 5 | 0.03% |
| Kyneisha | 5 | 0.03% |

Table: Complete retained Kenisha dictionary, 1950–2025.


### Keshawn {.collapse #family-keshawn}

<div class="abstract-collapse">

**kee-SHAWN**; Main convention; 18,823 births; 21 observed forms; $D_1=7.661$.

</div>

Eliminate KAY/KYE/kuh variants and South Asian Kishan/Kisan.
Retained Ke-/Kei- forms are assumed common KEE-, though some bearers use KEH or KAY; still medium-confidence.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Keshawn "'Spelling Variants of Keshawn', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Keshawn | 6,371 | 33.85% |
| Keyshawn | 4,083 | 21.69% |
| Keshaun | 2,431 | 12.92% |
| Keshon | 1,288 | 6.84% |
| Kesean | 1,236 | 6.57% |
| Keishawn | 837 | 4.45% |
| Keyshaun | 709 | 3.77% |
| Keishaun | 358 | 1.90% |
| Keyshon | 339 | 1.80% |
| Keishon | 257 | 1.37% |
| Keysean | 241 | 1.28% |
| Keeshawn | 204 | 1.08% |
| Keisean | 180 | 0.96% |
| Ksean | 65 | 0.35% |
| Kisean | 63 | 0.33% |
| Kieshawn | 40 | 0.21% |
| Keeshaun | 38 | 0.20% |
| Kesaun | 35 | 0.19% |
| Keeshon | 26 | 0.14% |
| Keesean | 15 | 0.08% |
| Keyshone | 7 | 0.04% |

Table: Complete retained Keshawn dictionary, 1950–2025.

Excluded examples: Kishan, Kisan, Kayshawn, Kyshawn, Kashawn, Kashaun, Kayshaun, Kyshaun, Kashon, Kyshon, Kayshon, Kaishawn, Kaishaun, Kaeshawn, Keshan, Keeshan.


### Kian {.collapse #family-kian}

<div class="abstract-collapse">

**KEE-an**; Main convention; 17,763 births; 4 observed forms; $D_1=1.876$.

</div>

Broad group rejected: includes kee-ON, KYE-an, KEEN, and Chinese/Vietnamese names with different consonants.
Core Kian/Cian is a clear Anglo-Irish pair, with transparent Keean/Kiean spellings.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Kian "'Spelling Variants of Kian', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Kian | 13,568 | 76.38% |
| Cian | 3,751 | 21.12% |
| Keean | 434 | 2.44% |
| Kiean | 10 | 0.06% |

Table: Complete retained Kian dictionary, 1950–2025.

Excluded examples: Keon, Keyon, Kyan, Keane, Kean, Qian, Kin, Kien, Chien, Kyon, Kiyon, Kiyan, Kiaan.


### Kiana {.collapse #family-kiana}

<div class="abstract-collapse">

**kee-AH-na**; Main convention; 57,947 births; 31 observed forms; $D_1=7.181$.

</div>

Conditional kee-AH-na family including Keiana/Keianna/Kieana/Kieanna/Qianna.
Excludes Keona/Kiona/Keyona with prominent OH readings and Keana/Keanna with possible KEE-na readings.
Original-language stress and vowels remain bearer dependent.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Kiana "'Spelling Variants of Kiana', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Kiana | 26,713 | 46.10% |
| Kianna | 8,747 | 15.09% |
| Quiana | 3,999 | 6.90% |
| Keyana | 3,842 | 6.63% |
| Keyanna | 3,464 | 5.98% |
| Qiana | 2,622 | 4.52% |
| Kiyana | 1,592 | 2.75% |
| Keiana | 1,429 | 2.47% |
| Keianna | 1,044 | 1.80% |
| Quianna | 881 | 1.52% |
| Kiyanna | 795 | 1.37% |
| Kiahna | 455 | 0.79% |
| Khiana | 379 | 0.65% |
| Kiannah | 375 | 0.65% |
| Kianah | 310 | 0.53% |
| Keeana | 195 | 0.34% |
| Kieanna | 189 | 0.33% |
| Khianna | 166 | 0.29% |
| Qianna | 165 | 0.28% |
| Kieana | 145 | 0.25% |
| Keyanah | 117 | 0.20% |
| Keeanna | 69 | 0.12% |
| Kiyanah | 50 | 0.09% |
| Keyahna | 46 | 0.08% |
| Keyannah | 39 | 0.07% |
| Keeyana | 32 | 0.06% |
| Keyiana | 27 | 0.05% |
| Quiyana | 23 | 0.04% |
| Kieyana | 18 | 0.03% |
| Kiahnna | 14 | 0.02% |
| Cianah | 5 | 0.01% |

Table: Complete retained Kiana dictionary, 1950–2025.

Excluded examples: Keanna, Keyonna, Keyona, Keana, Ciana, Cianna, Kyana, Kyanna, Keonna, Kionna, Kyonna, Keyauna, Chiana, Chionna, Ceanna, Ceana.


### Kira {.collapse #family-kira}

<div class="abstract-collapse">

**KEER-uh**; Main convention; 109,026 births; 14 observed forms; $D_1=4.542$.

</div>

Excludes Kyra, Ciara, and Cira because KYE-/see-/CHEE- readings are substantial.
Keara itself remains bearer dependent.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Kira "'Spelling Variants of Kira', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Kira | 40,846 | 37.46% |
| Keira | 33,843 | 31.04% |
| Kiera | 21,870 | 20.06% |
| Keara | 4,767 | 4.37% |
| Kirra | 2,605 | 2.39% |
| Keirra | 1,471 | 1.35% |
| Kirah | 1,034 | 0.95% |
| Keera | 794 | 0.73% |
| Keirah | 419 | 0.38% |
| Kierah | 394 | 0.36% |
| Ceira | 354 | 0.32% |
| Khira | 304 | 0.28% |
| Kearah | 202 | 0.19% |
| Kiira | 123 | 0.11% |

Table: Complete retained Kira dictionary, 1950–2025.


### Kristen {.collapse #family-kristen}

<div class="abstract-collapse">

**KRIS-tin**; Main convention; 455,426 births; 18 observed forms; $D_1=3.410$.

</div>

Excludes Kirsten and Christine.
Unstressed final vowel variation is allowed.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Kristen | 220,136 | 48.34% |
| Kristin | 179,095 | 39.32% |
| Christen | 13,350 | 2.93% |
| Christin | 12,184 | 2.68% |
| Kristyn | 8,825 | 1.94% |
| Kristan | 6,131 | 1.35% |
| Cristin | 4,384 | 0.96% |
| Krysten | 4,038 | 0.89% |
| Krystin | 3,131 | 0.69% |
| Cristen | 2,781 | 0.61% |
| Krystyn | 711 | 0.16% |
| Cristyn | 286 | 0.06% |
| Khristen | 153 | 0.03% |
| Khristin | 103 | 0.02% |
| Chrysten | 62 | 0.01% |
| Chrystin | 45 | 0.01% |
| Kristynn | 6 | 0.00% |
| Kristinn | 5 | 0.00% |

Table: Complete retained Kristen dictionary, 1950–2025.


### Lakeisha {.collapse #family-lakeisha}

<div class="abstract-collapse">

**luh-KEE-shuh**; Main convention; 35,456 births; 15 observed forms; $D_1=5.482$.

</div>

Excludes Lakesha/Lakeshia and Laquesha/Laqueshia, which can have KESH rather than KEESH; remaining first unstressed vowels assumed reduced.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Lakeisha "'Spelling Variants of Lakeisha', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Lakeisha | 12,886 | 36.34% |
| Lakisha | 12,322 | 34.75% |
| Laquisha | 2,728 | 7.69% |
| Lakiesha | 1,897 | 5.35% |
| Lakeesha | 1,370 | 3.86% |
| Lakeysha | 1,225 | 3.45% |
| Lekisha | 914 | 2.58% |
| Lekeisha | 785 | 2.21% |
| Lakishia | 397 | 1.12% |
| Lakeasha | 272 | 0.77% |
| Lakysha | 162 | 0.46% |
| Lequisha | 141 | 0.40% |
| Laqueisha | 128 | 0.36% |
| Lakeishia | 121 | 0.34% |
| Lakeyshia | 108 | 0.30% |

Table: Complete retained Lakeisha dictionary, 1950–2025.


### Lee {.collapse #family-lee}

<div class="abstract-collapse">

**LEE**; Main convention; 207,939 births; 2 observed forms; $D_1=1.658$.

</div>

Li is language/context-sensitive; narrow comparator omits it.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Lee | 165,558 | 79.62% |
| Leigh | 42,381 | 20.38% |

Table: Complete retained Lee dictionary, 1950–2025.


### Lilyann {.collapse #family-lilyann}

<div class="abstract-collapse">

**lil-ee-AN**; Pronunciation-sensitive; 8,811 births; 8 observed forms; $D_1=4.085$.

</div>

Keep transparent Lily/Lilly/Lillie + Ann(e).
Exclude Liliane/Lilianne/Lillianne, which can instead be LIL-ee-un like Lillian, or have French vowels/stress.
Restricted compound-name core below 10,000 births.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Lilyann "'Spelling Variants of Lilyann', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Lilyann | 3,367 | 38.21% |
| Lillyann | 2,487 | 28.23% |
| Lilyanne | 1,656 | 18.79% |
| Lillyanne | 1,063 | 12.06% |
| Lillieann | 197 | 2.24% |
| Lillieanne | 31 | 0.35% |
| Lileeann | 5 | 0.06% |
| Lyliann | 5 | 0.06% |

Table: Complete retained Lilyann dictionary, 1950–2025.

Excluded examples: Lillianne, Lilianne, Liliane.


### Lindsey {.collapse #family-lindsey}

<div class="abstract-collapse">

**LIN-zee (also LIND-zee)**; Main convention; 343,356 births; 41 observed forms; $D_1=3.848$.

</div>

Common English LIN-zee, allowing absent or reduced d in the nd cluster.
The edited name dictionary gives /linzi/ and links Lindsey/Lindsay/Linsey/Lynsey/Lyndsay/Lyndsea.
The included z spellings are observed in SSA.

Reading reference: [Behind the Name](https://www.behindthename.com/name/lindsey "'Lindsey', Behind the Name").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Lindsey | 162,329 | 47.28% |
| Lindsay | 133,225 | 38.80% |
| Lyndsey | 14,420 | 4.20% |
| Lyndsay | 6,716 | 1.96% |
| Linsey | 5,232 | 1.52% |
| Lynsey | 4,929 | 1.44% |
| Lindsy | 2,153 | 0.63% |
| Lyndsie | 1,473 | 0.43% |
| Linzy | 1,186 | 0.35% |
| Lyndsi | 1,043 | 0.30% |
| Lynzie | 998 | 0.29% |
| Lindsie | 969 | 0.28% |
| Lynsie | 966 | 0.28% |
| Lynzee | 836 | 0.24% |
| Lindsi | 776 | 0.23% |
| Lynnsey | 775 | 0.23% |
| Linsay | 673 | 0.20% |
| Linzie | 664 | 0.19% |
| Lyndsy | 622 | 0.18% |
| Linzi | 557 | 0.16% |
| Lynzi | 553 | 0.16% |
| Linzey | 325 | 0.09% |
| Lynsay | 307 | 0.09% |
| Linzee | 290 | 0.08% |
| Lindzey | 264 | 0.08% |
| Lindzy | 205 | 0.06% |
| Lindzie | 144 | 0.04% |
| Lyndzie | 138 | 0.04% |
| Lindzee | 97 | 0.03% |
| Lynnzie | 90 | 0.03% |
| Lynzy | 79 | 0.02% |
| Lyndzee | 63 | 0.02% |
| Lyndzi | 59 | 0.02% |
| Lindzi | 46 | 0.01% |
| Lynnzee | 45 | 0.01% |
| Lynzey | 37 | 0.01% |
| Lyndsea | 22 | 0.01% |
| Linnzi | 17 | 0.00% |
| Lyndzey | 16 | 0.00% |
| Lynnsay | 11 | 0.00% |
| Lyndzy | 6 | 0.00% |

Table: Complete retained Lindsey dictionary, 1950–2025.


### Lori {.collapse #family-lori}

<div class="abstract-collapse">

**LOR-ee**; Dialect-sensitive; 566,183 births; 14 observed forms; $D_1=3.005$.

</div>

Laurie/Lori merge in many US accents but not all.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Lori | 341,813 | 60.37% |
| Laurie | 160,281 | 28.31% |
| Lorie | 21,424 | 3.78% |
| Lorrie | 16,780 | 2.96% |
| Lauri | 10,941 | 1.93% |
| Lorri | 7,967 | 1.41% |
| Lory | 2,268 | 0.40% |
| Loree | 2,127 | 0.38% |
| Lorry | 1,063 | 0.19% |
| Laury | 888 | 0.16% |
| Lorey | 260 | 0.05% |
| Laurey | 225 | 0.04% |
| Lawrie | 130 | 0.02% |
| Lorii | 16 | 0.00% |

Table: Complete retained Lori dictionary, 1950–2025.


### Mackenzie {.collapse #family-mackenzie}

<div class="abstract-collapse">

**muh-KEN-zee**; Main convention; 281,602 births; 27 observed forms; $D_1=3.894$.

</div>

Excludes -kensie/-kenzy forms with plausible S and -kinzie spellings with a different stressed vowel.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Mackenzie "'Spelling Variants of Mackenzie', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Mackenzie | 149,135 | 52.96% |
| Mckenzie | 66,963 | 23.78% |
| Makenzie | 45,324 | 16.10% |
| Makenzi | 3,631 | 1.29% |
| Mackenzi | 2,061 | 0.73% |
| Mckenzi | 2,022 | 0.72% |
| Makenzy | 1,476 | 0.52% |
| Mackenzy | 1,203 | 0.43% |
| Mykenzie | 1,169 | 0.42% |
| Mekenzie | 1,095 | 0.39% |
| Mikenzie | 1,057 | 0.38% |
| Mckenzy | 1,043 | 0.37% |
| Makenzee | 990 | 0.35% |
| Mckenzee | 817 | 0.29% |
| Mackenzee | 812 | 0.29% |
| Mickenzie | 684 | 0.24% |
| Macenzie | 329 | 0.12% |
| Mkenzie | 245 | 0.09% |
| Makenzye | 195 | 0.07% |
| Mikenzi | 195 | 0.07% |
| Meckenzie | 179 | 0.06% |
| Mckenzey | 173 | 0.06% |
| Mackenzey | 170 | 0.06% |
| Makenzey | 169 | 0.06% |
| Mckenzye | 168 | 0.06% |
| Mykenzi | 157 | 0.06% |
| Mackenzye | 140 | 0.05% |

Table: Complete retained Mackenzie dictionary, 1950–2025.

Excluded examples: Mckinzi.


### Macy {.collapse #family-macy}

<div class="abstract-collapse">

**MAY-see**; Main convention; 93,649 births; 15 observed forms; $D_1=5.155$.

</div>

Common English MAY-see reading; edited name dictionary explicitly lists Macy/Macey/Maci/Macie.
Additional spellings are ordinary c/ce/ci and ai/ay/ae variants observed in SSA.
Exclude s-only forms with plausible MAY-zee readings.

Reading reference: [Behind the Name](https://www.behindthename.com/name/macy "'Macy', Behind the Name").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Macy | 32,061 | 34.24% |
| Maci | 21,348 | 22.80% |
| Macie | 21,027 | 22.45% |
| Macey | 11,480 | 12.26% |
| Maycee | 2,783 | 2.97% |
| Macee | 1,875 | 2.00% |
| Maycie | 1,497 | 1.60% |
| Mayci | 794 | 0.85% |
| Maecy | 235 | 0.25% |
| Maicee | 186 | 0.20% |
| Maicie | 130 | 0.14% |
| Maicy | 116 | 0.12% |
| Maicey | 90 | 0.10% |
| Macye | 21 | 0.02% |
| Maycey | 6 | 0.01% |

Table: Complete retained Macy dictionary, 1950–2025.

Excluded examples: Maysie, Masey, Maisee, Maesie, Maisie, Mayzie.


### Madelyn {.collapse #family-madelyn}

<div class="abstract-collapse">

**MAD-uh-lin**; Main convention; 201,349 births; 21 observed forms; $D_1=5.105$.

</div>

Excludes Madeline/Madeleine and all -line forms to prevent mixing LIN and LINE; some Madd-/Mat- variants omitted.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Madeline "'Spelling Variants of Madelyn', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Madelyn | 106,769 | 53.03% |
| Madilyn | 23,569 | 11.71% |
| Madalyn | 21,274 | 10.57% |
| Madelynn | 18,785 | 9.33% |
| Madilynn | 11,432 | 5.68% |
| Madalynn | 9,312 | 4.62% |
| Madelynne | 1,726 | 0.86% |
| Maddilyn | 1,350 | 0.67% |
| Madlyn | 953 | 0.47% |
| Madolyn | 853 | 0.42% |
| Maddilynn | 838 | 0.42% |
| Maddelyn | 751 | 0.37% |
| Madalynne | 619 | 0.31% |
| Madylin | 617 | 0.31% |
| Maddalyn | 614 | 0.30% |
| Madilynne | 560 | 0.28% |
| Madalin | 519 | 0.26% |
| Maddalynn | 292 | 0.15% |
| Maddelynn | 233 | 0.12% |
| Madlynn | 177 | 0.09% |
| Madylyn | 106 | 0.05% |

Table: Complete retained Madelyn dictionary, 1950–2025.


### Maisie {.collapse #family-maisie}

<div class="abstract-collapse">

**MAY-zee**; Main convention; 29,177 births; 18 observed forms; $D_1=6.547$.

</div>

Usual English MAY-zee readings.
Excludes Mazi, which has an established MAH-zee reading in other naming traditions, and opaque Mazii.
This family is distinct from Macy/Macie, which has unvoiced S.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Maisie | 12,261 | 42.02% |
| Maisy | 4,207 | 14.42% |
| Mazie | 4,083 | 13.99% |
| Maizie | 2,544 | 8.72% |
| Maizy | 1,600 | 5.48% |
| Maisey | 1,157 | 3.97% |
| Mayzie | 1,107 | 3.79% |
| Maizey | 710 | 2.43% |
| Maizee | 452 | 1.55% |
| Mayzee | 251 | 0.86% |
| Mazy | 242 | 0.83% |
| Maezie | 237 | 0.81% |
| Mazey | 228 | 0.78% |
| Mayzi | 44 | 0.15% |
| Mazee | 32 | 0.11% |
| Maezy | 10 | 0.03% |
| Maezi | 6 | 0.02% |
| Maizi | 6 | 0.02% |

Table: Complete retained Maisie dictionary, 1950–2025.

Excluded examples: Mazi, Mazii, Macy, Macie, Maci, Macey.


### Makiyah {.collapse #family-makiyah}

<div class="abstract-collapse">

**muh-KYE-ah**; Pronunciation-sensitive; 1,826 births; 9 observed forms; $D_1=6.299$.

</div>

Broad group mixes muh-KYE-ah, muh-KEE-ah and related Micaiah pronunciations.
Use separately labeled flexible family or require bearer pronunciation data; transparent KYE-ah subset excludes popular ambiguous heads.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Makiyah "'Spelling Variants of Makiyah', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Makaiya | 525 | 28.75% |
| Makaia | 394 | 21.58% |
| Makaiah | 269 | 14.73% |
| Makaiyah | 211 | 11.56% |
| Makayah | 205 | 11.23% |
| Macaiah | 113 | 6.19% |
| Makayia | 90 | 4.93% |
| Macaya | 14 | 0.77% |
| Makayiah | 5 | 0.27% |

Table: Complete retained Makiyah dictionary, 1950–2025.

Excluded examples: Makiyah, Makiya, Makiah, Makia, Makya, Makaya, Makyah, Makhia, Makyia, Makhiya, Mekia, Makeya, Mekiya, Makeia, Machia.


### Marilee {.collapse #family-marilee}

<div class="abstract-collapse">

**MAIR-uh-lee**; Dialect-sensitive; 9,847 births; 8 observed forms; $D_1=5.423$.

</div>

Requires the common US Mary/marry/merry merger plus unstressed-vowel reduction.
Removes Marely/Mareli/Mayreli/Mairely and related spellings often used with different stress or fewer syllables, and -lea forms potentially adding an unstressed syllable.
The retained family has 9,847 published births in 1950–2025, below the 10,000-record main-list threshold.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Marilee | 4,383 | 44.51% |
| Marylee | 1,442 | 14.64% |
| Merrilee | 1,215 | 12.34% |
| Merilee | 864 | 8.77% |
| Marily | 808 | 8.21% |
| Maralee | 487 | 4.95% |
| Merrily | 387 | 3.93% |
| Marili | 261 | 2.65% |
| Merrilie | 0 | 0.00% |
| Merrylee | 0 | 0.00% |

Table: Complete retained Marilee dictionary, 1950–2025.

Excluded examples: Marely, Mareli, Marilea, Mayreli, Mairely, Marelly, Marylea, Meraly, Marelie, Merely, Merali, Mayrely, Marali, Maireli.


### Maylee {.collapse #family-maylee}

<div class="abstract-collapse">

**MAY-lee**; Main convention; 14,123 births; 26 observed forms; $D_1=11.694$.

</div>

Common English MAY-lee readings.
Exclude Mayeli/Mayelli/Mayely, which can have an extra syllable, and Malie/Mealie, which can be MAH-/MEE-.
Maeli/Maely/Maili can have non-English readings; this is conditional, as are Kaylee/Michaela cores.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Maylee | 4,596 | 32.54% |
| Maelee | 1,587 | 11.24% |
| Mayleigh | 892 | 6.32% |
| Maeleigh | 883 | 6.25% |
| Maylie | 680 | 4.81% |
| Maelie | 673 | 4.77% |
| Mailee | 639 | 4.52% |
| Mayli | 623 | 4.41% |
| Maily | 588 | 4.16% |
| Mailey | 519 | 3.67% |
| Maeli | 480 | 3.40% |
| Maely | 405 | 2.87% |
| Maili | 366 | 2.59% |
| Maylea | 328 | 2.32% |
| Maeley | 254 | 1.80% |
| Mayley | 209 | 1.48% |
| Maley | 187 | 1.32% |
| Meyli | 102 | 0.72% |
| Maylei | 51 | 0.36% |
| Maileigh | 18 | 0.13% |
| Mailie | 17 | 0.12% |
| Maelei | 6 | 0.04% |
| Maellie | 5 | 0.04% |
| Maelly | 5 | 0.04% |
| Mayly | 5 | 0.04% |
| Meyly | 5 | 0.04% |

Table: Complete retained Maylee dictionary, 1950–2025.


### Maylin {.collapse #family-maylin}

<div class="abstract-collapse">

**MAY-lin**; Main convention; 10,941 births; 10 observed forms; $D_1=5.627$.

</div>

Excludes Malin/Malyn, Mailyn/Meilin, and other language-sensitive spellings; weak final-vowel variation remains.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Maylin "'Spelling Variants of Maylin', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Maylin | 3,133 | 28.64% |
| Maelynn | 2,916 | 26.65% |
| Maelyn | 2,490 | 22.76% |
| Maylen | 847 | 7.74% |
| Maylynn | 653 | 5.97% |
| Maylyn | 368 | 3.36% |
| Maelin | 306 | 2.80% |
| Maylon | 131 | 1.20% |
| Maelynne | 73 | 0.67% |
| Maylinn | 24 | 0.22% |

Table: Complete retained Maylin dictionary, 1950–2025.


### Megan {.collapse #family-megan}

<div class="abstract-collapse">

**MEG-un**; Dialect-sensitive; 614,541 births; 20 observed forms; $D_1=2.663$.

</div>

Megan-family stressed vowels vary by region/bearer (MEG/MAYG/MEEG).
Excludes explicit May-/Mee- forms but still conditional.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Megan "'Spelling Variants of Megan', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Megan | 440,892 | 71.74% |
| Meghan | 96,727 | 15.74% |
| Meagan | 41,619 | 6.77% |
| Meaghan | 14,043 | 2.29% |
| Maegan | 9,171 | 1.49% |
| Meghann | 3,788 | 0.62% |
| Meggan | 2,927 | 0.48% |
| Meagen | 1,182 | 0.19% |
| Megann | 797 | 0.13% |
| Megen | 682 | 0.11% |
| Mehgan | 543 | 0.09% |
| Megyn | 460 | 0.07% |
| Meggin | 345 | 0.06% |
| Meganne | 294 | 0.05% |
| Megin | 293 | 0.05% |
| Meghin | 193 | 0.03% |
| Meaghen | 172 | 0.03% |
| Meaghann | 145 | 0.02% |
| Meghen | 135 | 0.02% |
| Meggen | 133 | 0.02% |

Table: Complete retained Megan dictionary, 1950–2025.


### Michael {.collapse #family-michael}

<div class="abstract-collapse">

**MY-kul**; Main convention; 4,136,285 births; 15 observed forms; $D_1=1.215$.

</div>

Comparator core; excludes many culturally variable Mikel/Michal/Mikhail forms.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Michael "'Spelling Variants of Michael', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Michael | 3,972,206 | 96.03% |
| Micheal | 141,232 | 3.41% |
| Mikael | 6,205 | 0.15% |
| Mykel | 4,157 | 0.10% |
| Mikeal | 2,306 | 0.06% |
| Mychal | 2,272 | 0.05% |
| Mychael | 1,590 | 0.04% |
| Mykal | 1,507 | 0.04% |
| Micahel | 1,412 | 0.03% |
| Mykell | 1,068 | 0.03% |
| Mickeal | 917 | 0.02% |
| Mykael | 670 | 0.02% |
| Michaell | 418 | 0.01% |
| Miachel | 189 | 0.00% |
| Mykeal | 136 | 0.00% |

Table: Complete retained Michael dictionary, 1950–2025.


### Michaela {.collapse #family-michaela}

<div class="abstract-collapse">

**muh-KAY-luh**; Main convention; 310,534 births; 99 observed forms; $D_1=9.106$.

</div>

Uses familiar English readings of Michaela/Mikaela/Micaela; other languages and some bearers differ.
Excludes -kala, -kella, -kalia/-kaylia, and Maykayla candidates.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Makayla "'Spelling Variants of Michaela', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Makayla | 108,183 | 34.84% |
| Mikayla | 56,724 | 18.27% |
| Michaela | 53,354 | 17.18% |
| Mikaela | 20,719 | 6.67% |
| Micaela | 13,925 | 4.48% |
| Mckayla | 13,230 | 4.26% |
| Makaila | 4,747 | 1.53% |
| Makaylah | 3,169 | 1.02% |
| Makaela | 2,764 | 0.89% |
| Mykayla | 2,699 | 0.87% |
| Micayla | 2,597 | 0.84% |
| Mikaila | 2,390 | 0.77% |
| Michaella | 2,299 | 0.74% |
| Macayla | 2,189 | 0.70% |
| Mickayla | 1,872 | 0.60% |
| Mekayla | 1,665 | 0.54% |
| Mikaylah | 1,523 | 0.49% |
| Micheala | 1,489 | 0.48% |
| Michayla | 1,399 | 0.45% |
| Mackayla | 1,306 | 0.42% |
| Mykaela | 1,116 | 0.36% |
| Mikaella | 675 | 0.22% |
| Makailah | 547 | 0.18% |
| Mikhaila | 522 | 0.17% |
| Mickaela | 509 | 0.16% |
| Mkayla | 454 | 0.15% |
| Mykaila | 420 | 0.14% |
| Machaela | 419 | 0.13% |
| Mikeyla | 399 | 0.13% |
| Makeyla | 386 | 0.12% |
| Mikhaela | 377 | 0.12% |
| Mikhayla | 376 | 0.12% |
| Micaella | 365 | 0.12% |
| Mychaela | 362 | 0.12% |
| Miquela | 360 | 0.12% |
| Mikeala | 347 | 0.11% |
| Macaela | 325 | 0.10% |
| Mckaela | 299 | 0.10% |
| Michaila | 292 | 0.09% |
| Mckaylah | 260 | 0.08% |
| Makeila | 250 | 0.08% |
| Mckaila | 246 | 0.08% |
| Michaelah | 223 | 0.07% |
| Mikaelah | 197 | 0.06% |
| Mahkayla | 186 | 0.06% |
| Mikeila | 179 | 0.06% |
| Mikailah | 161 | 0.05% |
| Macaila | 151 | 0.05% |
| Micaila | 144 | 0.05% |
| Mekaila | 137 | 0.04% |
| Mekaela | 105 | 0.03% |
| Makaelah | 103 | 0.03% |
| Maekayla | 102 | 0.03% |
| Mykaylah | 98 | 0.03% |
| Makhayla | 97 | 0.03% |
| Mekaylah | 97 | 0.03% |
| Mccayla | 93 | 0.03% |
| Mikayela | 86 | 0.03% |
| Micaylah | 79 | 0.03% |
| Makayela | 75 | 0.02% |
| Maikayla | 64 | 0.02% |
| Makaylla | 57 | 0.02% |
| Mikkayla | 57 | 0.02% |
| Michealla | 54 | 0.02% |
| Macaylah | 47 | 0.02% |
| Machayla | 33 | 0.01% |
| Makaiyla | 28 | 0.01% |
| Makhaila | 26 | 0.01% |
| Mickaila | 23 | 0.01% |
| Mykailah | 22 | 0.01% |
| Mccaela | 20 | 0.01% |
| Mycayla | 20 | 0.01% |
| Mcayla | 17 | 0.01% |
| Micaelah | 17 | 0.01% |
| Miceala | 16 | 0.01% |
| Micheyla | 14 | 0.00% |
| Mahkaylah | 13 | 0.00% |
| Micailah | 13 | 0.00% |
| Mckeyla | 12 | 0.00% |
| Macheala | 10 | 0.00% |
| Mecaela | 10 | 0.00% |
| Mycaela | 10 | 0.00% |
| Mechaela | 7 | 0.00% |
| Mickaylah | 6 | 0.00% |
| Mykaella | 6 | 0.00% |
| Macailah | 5 | 0.00% |
| Mackaela | 5 | 0.00% |
| Mackaylah | 5 | 0.00% |
| Mackeyla | 5 | 0.00% |
| Mckailah | 5 | 0.00% |
| Mecayla | 5 | 0.00% |
| Michaylah | 5 | 0.00% |
| Mikaeyla | 5 | 0.00% |
| Mikaylla | 5 | 0.00% |
| Mikeayla | 5 | 0.00% |
| Miquella | 5 | 0.00% |
| Mkaela | 5 | 0.00% |
| Mkaila | 5 | 0.00% |
| Mkaylah | 5 | 0.00% |

Table: Complete retained Michaela dictionary, 1950–2025.


### Muhammad {.collapse #family-muhammad}

<div class="abstract-collapse">

**muh-HAM-ud**; Pronunciation-sensitive; 81,869 births; 8 observed forms; $D_1=5.201$.

</div>

English transliteration family; not one invariant native-language pronunciation.
Excludes Mehmet/Mahomet/Mamadou and other regional cognates.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Muhammad | 21,947 | 26.81% |
| Mohamed | 19,344 | 23.63% |
| Mohammad | 17,193 | 21.00% |
| Mohammed | 16,189 | 19.77% |
| Mohamad | 3,662 | 4.47% |
| Muhammed | 2,600 | 3.18% |
| Muhamed | 618 | 0.75% |
| Muhamad | 316 | 0.39% |

Table: Complete retained Muhammad dictionary, 1950–2025.


### Myesha {.collapse #family-myesha}

<div class="abstract-collapse">

**my-EE-shuh**; Pronunciation-sensitive; 8,018 births; 17 observed forms; $D_1=5.315$.

</div>

Exclude Meisha (MEE-/MAY-), Mysha (often two syllables), Maisha (can be MY-shuh or ma-EE-shuh), and -sia/-esia variants.
The retained English my-EE-shuh reading is still an assumption; the restricted core remains below 10,000 births.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Myesha "'Spelling Variants of Myesha', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Myesha | 3,392 | 42.30% |
| Myisha | 1,551 | 19.34% |
| Myeisha | 1,088 | 13.57% |
| Myeshia | 910 | 11.35% |
| Myiesha | 657 | 8.19% |
| Myeasha | 92 | 1.15% |
| Myeesha | 89 | 1.11% |
| Mieisha | 56 | 0.70% |
| Myishia | 56 | 0.70% |
| Maiesha | 34 | 0.42% |
| Myaisha | 28 | 0.35% |
| Maiysha | 22 | 0.27% |
| Miyisha | 14 | 0.17% |
| Miaisha | 12 | 0.15% |
| Myesheia | 7 | 0.09% |
| Mayisha | 5 | 0.06% |
| Miyesha | 5 | 0.06% |

Table: Complete retained Myesha dictionary, 1950–2025.

Excluded examples: Maisha, Meisha, Mysha, Mysia, Myesia.


### Nicholas {.collapse #family-nicholas}

<div class="abstract-collapse">

**NIK-uh-lus**; Main convention; 1,049,619 births; 29 observed forms; $D_1=1.947$.

</div>

Excludes Niklas/Nicklas/Nikolaus and other substantial syllable/vowel differences.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Nicholas "'Spelling Variants of Nicholas', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Nicholas | 877,038 | 83.56% |
| Nicolas | 99,286 | 9.46% |
| Nickolas | 35,712 | 3.40% |
| Nikolas | 24,039 | 2.29% |
| Nicholaus | 3,260 | 0.31% |
| Nickolaus | 1,790 | 0.17% |
| Nicholes | 879 | 0.08% |
| Nicholus | 755 | 0.07% |
| Nicholis | 742 | 0.07% |
| Nicholos | 712 | 0.07% |
| Nickalas | 609 | 0.06% |
| Nikkolas | 511 | 0.05% |
| Nichalos | 485 | 0.05% |
| Nickolus | 479 | 0.05% |
| Nickalus | 444 | 0.04% |
| Nykolas | 314 | 0.03% |
| Nichalas | 280 | 0.03% |
| Nickalos | 265 | 0.03% |
| Nickolis | 258 | 0.02% |
| Nicklous | 245 | 0.02% |
| Nikolos | 217 | 0.02% |
| Nycholas | 201 | 0.02% |
| Nickoles | 194 | 0.02% |
| Niccolas | 189 | 0.02% |
| Nikolus | 174 | 0.02% |
| Nikholas | 149 | 0.01% |
| Nicolis | 141 | 0.01% |
| Nicholous | 129 | 0.01% |
| Nikolis | 122 | 0.01% |

Table: Complete retained Nicholas dictionary, 1950–2025.


### Nikki {.collapse #family-nikki}

<div class="abstract-collapse">

**NIK-ee**; Main convention; 66,006 births; 9 observed forms; $D_1=3.809$.

</div>

Standalone registered given names only; nicknames of Nicole/Nicholas are not counted.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Nikki | 39,246 | 59.46% |
| Nicky | 7,928 | 12.01% |
| Niki | 6,987 | 10.59% |
| Nicki | 5,619 | 8.51% |
| Nickie | 3,619 | 5.48% |
| Nickey | 1,573 | 2.38% |
| Nikkie | 720 | 1.09% |
| Nikie | 191 | 0.29% |
| Nikky | 123 | 0.19% |

Table: Complete retained Nikki dictionary, 1950–2025.


### Nisha {.collapse #family-nisha}

<div class="abstract-collapse">

**NEE-shuh**; Pronunciation-sensitive; 6,871 births; 8 observed forms; $D_1=3.800$.

</div>

Exclude Nyesha/Nysha (NYE- or ny-EE-), Nesha (NEH possible), Necia/Nicia (-see-uh possible), and -asia/-sia forms.
Neisha can also have NAY, so the smaller core is conditional on NEE.
Below 10,000 births.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Nisha "'Spelling Variants of Nisha', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Nisha | 2,994 | 43.57% |
| Niesha | 2,183 | 31.77% |
| Neisha | 1,118 | 16.27% |
| Neesha | 276 | 4.02% |
| Nieshia | 161 | 2.34% |
| Neshia | 86 | 1.25% |
| Neasha | 42 | 0.61% |
| Nishia | 11 | 0.16% |

Table: Complete retained Nisha dictionary, 1950–2025.

Excluded examples: Nyesha, Necia, Nesha, Nysha, Nicha, Neasia, Nysia, Nicia, Nyshia, Nesia, Nyshea, Neicha, Nycia.


### Rachel {.collapse #family-rachel}

<div class="abstract-collapse">

**RAY-chul**; Main convention; 613,781 births; 9 observed forms; $D_1=1.751$.

</div>

Excludes Rachelle/Rochelle.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Rachel | 515,727 | 84.02% |
| Rachael | 78,956 | 12.86% |
| Racheal | 9,970 | 1.62% |
| Rachell | 3,793 | 0.62% |
| Raechel | 2,265 | 0.37% |
| Raychel | 1,520 | 0.25% |
| Rachal | 1,313 | 0.21% |
| Rachyl | 191 | 0.03% |
| Raichel | 46 | 0.01% |

Table: Complete retained Rachel dictionary, 1950–2025.


### Rashawn {.collapse #family-rashawn}

<div class="abstract-collapse">

**ruh-SHAWN**; Main convention; 12,635 births; 8 observed forms; $D_1=2.878$.

</div>

Keep reduced first vowel plus SHAWN.
Exclude Rayshawn/Raeshawn (RAY-), Roshawn (potential ROH-), Rashun (SHUN), and Rahsaan/Rahsan (S rather than SH).
Rashaan is omitted because SAHN versus SHAHN is unclear.
The related RAY-shawn family should be a separate group.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Rashawn "'Spelling Variants of Rashawn', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Rashawn | 7,117 | 56.33% |
| Rashaun | 3,314 | 26.23% |
| Rashon | 1,992 | 15.77% |
| Rahshawn | 90 | 0.71% |
| Rashann | 59 | 0.47% |
| Rashone | 34 | 0.27% |
| Rahshon | 18 | 0.14% |
| Rahshan | 11 | 0.09% |

Table: Complete retained Rashawn dictionary, 1950–2025.

Excluded examples: Rayshawn, Rahsaan, Roshawn, Rashaan, Rayshaun, Rashan, Rayshon, Rashun, Raysean, Raeshawn, Roshaun, Roshon, Raeshaun, Reshaun, Rushawn, Raesean, Rahsan, Raeshon, Raishawn, Rahsean, Raishaun, Reyshawn, Rahsaun, Rachon, Rayshone.


### Raylee {.collapse #family-raylee}

<div class="abstract-collapse">

**RAY-lee**; Main convention; 15,961 births; 18 observed forms; $D_1=7.827$.

</div>

Uses ordinary English RAY-lee; Raley and Railey can vary by family.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Raylee "'Spelling Variants of Raylee', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Raylee | 5,131 | 32.15% |
| Rayleigh | 3,098 | 19.41% |
| Raeleigh | 2,371 | 14.85% |
| Raelee | 1,914 | 11.99% |
| Railey | 820 | 5.14% |
| Raylie | 398 | 2.49% |
| Raley | 383 | 2.40% |
| Railee | 355 | 2.22% |
| Raeley | 302 | 1.89% |
| Raileigh | 253 | 1.59% |
| Rayley | 202 | 1.27% |
| Raylea | 194 | 1.22% |
| Rayli | 133 | 0.83% |
| Raeli | 129 | 0.81% |
| Raelie | 122 | 0.76% |
| Raylei | 115 | 0.72% |
| Reylee | 28 | 0.18% |
| Reyleigh | 13 | 0.08% |

Table: Complete retained Raylee dictionary, 1950–2025.


### Reese {.collapse #family-reese}

<div class="abstract-collapse">

**REESS**; Main convention; 104,754 births; 7 observed forms; $D_1=2.764$.

</div>

Conventional English/Welsh readings; Reise can have another pronunciation.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Reese | 62,452 | 59.62% |
| Reece | 25,416 | 24.26% |
| Rhys | 15,186 | 14.50% |
| Rees | 993 | 0.95% |
| Rhyse | 330 | 0.32% |
| Reise | 241 | 0.23% |
| Rease | 136 | 0.13% |

Table: Complete retained Reese dictionary, 1950–2025.

Excluded examples: Reecee.


### Riley {.collapse #family-riley}

<div class="abstract-collapse">

**RYE-lee**; Main convention; 413,601 births; 57 observed forms; $D_1=4.350$.

</div>

Usual English RYE-lee; possible spelling mistakes remain in public data.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Riley "'Spelling Variants of Riley', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Riley | 239,704 | 57.96% |
| Rylee | 74,557 | 18.03% |
| Ryleigh | 35,576 | 8.60% |
| Rylie | 24,485 | 5.92% |
| Reilly | 10,088 | 2.44% |
| Ryley | 7,197 | 1.74% |
| Rileigh | 3,882 | 0.94% |
| Rilee | 3,742 | 0.90% |
| Rhylee | 2,766 | 0.67% |
| Rylei | 1,381 | 0.33% |
| Rhiley | 1,206 | 0.29% |
| Rylea | 1,103 | 0.27% |
| Reiley | 942 | 0.23% |
| Reily | 902 | 0.22% |
| Ryli | 731 | 0.18% |
| Rhyleigh | 664 | 0.16% |
| Rhylie | 616 | 0.15% |
| Rielly | 459 | 0.11% |
| Riely | 359 | 0.09% |
| Ryelee | 340 | 0.08% |
| Ryliegh | 340 | 0.08% |
| Rieley | 314 | 0.08% |
| Reilley | 287 | 0.07% |
| Rilie | 252 | 0.06% |
| Rhylei | 183 | 0.04% |
| Ryliee | 165 | 0.04% |
| Rhilee | 156 | 0.04% |
| Rilley | 141 | 0.03% |
| Ryeleigh | 124 | 0.03% |
| Rhyli | 92 | 0.02% |
| Rhyley | 90 | 0.02% |
| Rilei | 81 | 0.02% |
| Rilea | 80 | 0.02% |
| Rily | 79 | 0.02% |
| Ryllie | 72 | 0.02% |
| Wriley | 61 | 0.01% |
| Riylee | 60 | 0.01% |
| Ryilee | 57 | 0.01% |
| Reyly | 42 | 0.01% |
| Rhylea | 39 | 0.01% |
| Reileigh | 26 | 0.01% |
| Wrylee | 25 | 0.01% |
| Reilee | 21 | 0.01% |
| Rielee | 17 | 0.00% |
| Reili | 11 | 0.00% |
| Rialey | 11 | 0.00% |
| Ryly | 11 | 0.00% |
| Ryeli | 10 | 0.00% |
| Wrylie | 10 | 0.00% |
| Riliegh | 7 | 0.00% |
| Rileah | 6 | 0.00% |
| Rylii | 6 | 0.00% |
| Rhileigh | 5 | 0.00% |
| Rieleigh | 5 | 0.00% |
| Rielley | 5 | 0.00% |
| Righley | 5 | 0.00% |
| Ryleeh | 5 | 0.00% |
| Rillie | 0 | 0.00% |

Table: Complete retained Riley dictionary, 1950–2025.


### Shaelyn {.collapse #family-shaelyn}

<div class="abstract-collapse">

**SHAY-lin**; Main convention; 17,436 births; 28 observed forms; $D_1=11.831$.

</div>

Conditional SHAY-lin family with weak final vowels merged.
Includes Shaylon/Sheylin/Sheilyn/Shalen.
Shalyn/Shalynn/Shalon and CH-initial candidates remain outside because SHAL, shuh-LON, and CH readings are material alternatives.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Shaelyn "'Spelling Variants of Shaelyn', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Shaelyn | 3,494 | 20.04% |
| Shaylynn | 2,318 | 13.29% |
| Shaylyn | 2,109 | 12.10% |
| Shaelynn | 1,940 | 11.13% |
| Shaylin | 1,901 | 10.90% |
| Shealyn | 1,283 | 7.36% |
| Shailyn | 829 | 4.75% |
| Shealynn | 825 | 4.73% |
| Shaylen | 613 | 3.52% |
| Shailynn | 434 | 2.49% |
| Shaylan | 388 | 2.23% |
| Shaelin | 287 | 1.65% |
| Shaylon | 253 | 1.45% |
| Sheylin | 174 | 1.00% |
| Sheilyn | 133 | 0.76% |
| Shailen | 85 | 0.49% |
| Shalen | 83 | 0.48% |
| Shaylinn | 78 | 0.45% |
| Shaylynne | 72 | 0.41% |
| Shaelynne | 38 | 0.22% |
| Shaelan | 29 | 0.17% |
| Shealin | 27 | 0.15% |
| Shailin | 16 | 0.09% |
| Shaelen | 7 | 0.04% |
| Shailynne | 5 | 0.03% |
| Shealan | 5 | 0.03% |
| Sheylyn | 5 | 0.03% |
| Sheylynn | 5 | 0.03% |

Table: Complete retained Shaelyn dictionary, 1950–2025.

Excluded examples: Shalon, Shalyn, Shalynn, Shalin, Shilynn, Shilyn, Chalon, Shalan, Chalyn, Chelyn.


### Shani {.collapse #family-shani}

<div class="abstract-collapse">

**SHAW-nee**; Pronunciation-sensitive; 5,636 births; 11 observed forms; $D_1=3.110$.

</div>

Exclude broad NamePlay Shani class: it merges CHAY-nee, Jewish KHAN-ee, SHAY-nee and SHAH-nee.
Even SHAH/SHAW mergers depend on dialect.
This narrow set is just one distinct sound.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Shani "'Spelling Variants of Shani', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Shawnee | 4,011 | 71.17% |
| Shawnie | 554 | 9.83% |
| Shauni | 265 | 4.70% |
| Shawni | 230 | 4.08% |
| Shonnie | 223 | 3.96% |
| Shaunee | 128 | 2.27% |
| Shaunie | 92 | 1.63% |
| Shawny | 87 | 1.54% |
| Shawney | 35 | 0.62% |
| Shauney | 6 | 0.11% |
| Shonni | 5 | 0.09% |

Table: Complete retained Shani dictionary, 1950–2025.

Excluded examples: Shani, Chaney, Cheney, Chany, Chanie, Chani, Shaynee, Shayni, Shaynie, Shanee, Siani, Ciani, Sianni, Xianni.


### Shante {.collapse #family-shante}

<div class="abstract-collapse">

**shahn-TAY**; Main convention; 24,062 births; 26 observed forms; $D_1=12.510$.

</div>

Remove final -ta/-tee forms that can be distinct pronunciations and final z.
Initial unstressed vowel can still vary; pronunciation-specific observed data absent.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Shante "'Spelling Variants of Shante', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Shante | 6,030 | 25.06% |
| Chante | 3,995 | 16.60% |
| Shaunte | 1,786 | 7.42% |
| Shantae | 1,589 | 6.60% |
| Shawnte | 1,487 | 6.18% |
| Shantay | 1,271 | 5.28% |
| Chantay | 1,108 | 4.60% |
| Shonte | 1,088 | 4.52% |
| Shawntae | 869 | 3.61% |
| Shontae | 852 | 3.54% |
| Shawntay | 730 | 3.03% |
| Shauntae | 694 | 2.88% |
| Shontay | 577 | 2.40% |
| Chantae | 515 | 2.14% |
| Chaunte | 464 | 1.93% |
| Shauntay | 445 | 1.85% |
| Shuntae | 144 | 0.60% |
| Chauntae | 126 | 0.52% |
| Shuntay | 114 | 0.47% |
| Chauntay | 61 | 0.25% |
| Shantaye | 46 | 0.19% |
| Shontaye | 35 | 0.15% |
| Seantae | 13 | 0.05% |
| Shawntaye | 12 | 0.05% |
| Chantaye | 6 | 0.02% |
| Shauntaye | 5 | 0.02% |

Table: Complete retained Shante dictionary, 1950–2025.

Excluded examples: Shanta, Shonta, Shawnta, Shaunta, Chanta, Shantee, Chantee, Shawntee, Shauntee, Shantea, Chantea, Chantez.


### Shawn {.collapse #family-shawn}

<div class="abstract-collapse">

**SHAWN**; Main convention; 840,445 births; 6 observed forms; $D_1=2.570$.

</div>

English readings of Sean/Shawn/Shaun.
Excludes Shon/Shonn, Sion, and unrelated Siobhan from this narrow core.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Sean | 425,812 | 50.67% |
| Shawn | 338,813 | 40.31% |
| Shaun | 73,292 | 8.72% |
| Shawne | 1,227 | 0.15% |
| Shaune | 779 | 0.09% |
| Seann | 522 | 0.06% |

Table: Complete retained Shawn dictionary, 1950–2025.


### Shay {.collapse #family-shay}

<div class="abstract-collapse">

**SHAY**; Main convention; 45,185 births; 5 observed forms; $D_1=3.398$.

</div>

Conventional English readings.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Shea | 21,102 | 46.70% |
| Shay | 13,246 | 29.32% |
| Shae | 7,694 | 17.03% |
| Shaye | 2,862 | 6.33% |
| Shey | 281 | 0.62% |

Table: Complete retained Shay dictionary, 1950–2025.


### Shaylee {.collapse #family-shaylee}

<div class="abstract-collapse">

**SHAY-lee**; Pronunciation-sensitive; 14,598 births; 28 observed forms; $D_1=8.824$.

</div>

Shalee has official bearer SHAY-lee usage but also shuh-LEE; Shalie can be SHAL-ee.
Broad conditional English set excludes CH-initial spellings and Sheily/Sheilly/Sheili with possible SHEE readings.
Shea- spellings are conventional SHAY assumptions.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Shaylee | 7,052 | 48.31% |
| Shalee | 1,074 | 7.36% |
| Shayleigh | 787 | 5.39% |
| Shaley | 701 | 4.80% |
| Shaylie | 640 | 4.38% |
| Shailee | 500 | 3.43% |
| Shaelee | 458 | 3.14% |
| Shailey | 409 | 2.80% |
| Shaleigh | 368 | 2.52% |
| Shayli | 353 | 2.42% |
| Shaylea | 317 | 2.17% |
| Shayley | 263 | 1.80% |
| Shealee | 237 | 1.62% |
| Sheyli | 212 | 1.45% |
| Shaily | 188 | 1.29% |
| Shaeleigh | 183 | 1.25% |
| Shaili | 160 | 1.10% |
| Shalie | 147 | 1.01% |
| Shaely | 145 | 0.99% |
| Shealeigh | 141 | 0.97% |
| Shaeley | 63 | 0.43% |
| Shaeli | 56 | 0.38% |
| Shaelie | 47 | 0.32% |
| Sheyly | 38 | 0.26% |
| Shaylei | 37 | 0.25% |
| Shailie | 11 | 0.08% |
| Shaileigh | 6 | 0.04% |
| Sheali | 5 | 0.03% |

Table: Complete retained Shaylee dictionary, 1950–2025.


### Sherilyn {.collapse #family-sherilyn}

<div class="abstract-collapse">

**SHERR-ih-lin**; Dialect-sensitive; 8,208 births; 15 observed forms; $D_1=5.257$.

</div>

Exclude -alyn/-olyn forms in this narrower comparison and forms likely to have SHAR rather than SHERR.
Sharilyn/Sharilynn retained under common American pre-rhotic vowel merging; a UK or nonmerging-accent analysis needs a further split.
Restricted core below 10,000 births.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Sherilyn "'Spelling Variants of Sherilyn', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Sherilyn | 3,238 | 39.45% |
| Cherilyn | 2,148 | 26.17% |
| Sharilyn | 1,324 | 16.13% |
| Sherrilyn | 517 | 6.30% |
| Sherilynn | 299 | 3.64% |
| Sherrilynn | 210 | 2.56% |
| Cherilynn | 199 | 2.42% |
| Sharilynn | 101 | 1.23% |
| Cheryllynn | 69 | 0.84% |
| Sherrylynn | 38 | 0.46% |
| Sherylyn | 26 | 0.32% |
| Sherrylyn | 19 | 0.23% |
| Cherrilyn | 10 | 0.12% |
| Cherrilynn | 5 | 0.06% |
| Cheryllynne | 5 | 0.06% |

Table: Complete retained Sherilyn dictionary, 1950–2025.

Excluded examples: Sharolyn, Sheralyn, Sharalyn, Sherolyn, Cherolyn, Cherelyn, Cherylan, Charilyn, Charolyn, Sharalynn, Sharolynn.


### Sherry {.collapse #family-sherry}

<div class="abstract-collapse">

**SHERR-ee**; Main convention; 378,542 births; 12 observed forms; $D_1=3.853$.

</div>

Excludes Shari and Cheri/Cherie/Sheree: distinct vowels or second-syllable stress are too frequent for automatic assignment.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Sherry "'Spelling Variants of Sherry', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Sherry | 193,480 | 51.11% |
| Sherri | 81,410 | 21.51% |
| Sheri | 58,410 | 15.43% |
| Sherrie | 31,304 | 8.27% |
| Sherie | 4,631 | 1.22% |
| Cherri | 3,825 | 1.01% |
| Cherrie | 3,208 | 0.85% |
| Sherre | 733 | 0.19% |
| Sherrye | 538 | 0.14% |
| Scherry | 363 | 0.10% |
| Shery | 360 | 0.10% |
| Scherrie | 280 | 0.07% |

Table: Complete retained Sherry dictionary, 1950–2025.


### Sofia {.collapse #family-sofia}

<div class="abstract-collapse">

**soh-FEE-uh**; Main convention; 608,739 births; 6 observed forms; $D_1=1.892$.

</div>

Excludes Sophie/Sofie and other diminutives.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Sophia | 422,077 | 69.34% |
| Sofia | 184,716 | 30.34% |
| Sofiya | 1,195 | 0.20% |
| Sophiya | 282 | 0.05% |
| Sofiah | 247 | 0.04% |
| Sophiah | 222 | 0.04% |

Table: Complete retained Sofia dictionary, 1950–2025.


### Stephanie {.collapse #family-stephanie}

<div class="abstract-collapse">

**STEF-uh-nee**; Main convention; 811,137 births; 18 observed forms; $D_1=1.671$.

</div>

Comparator core; omits Stephane and obvious transpositions.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Stephanie "'Spelling Variants of Stephanie', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Stephanie | 729,106 | 89.89% |
| Stefanie | 36,731 | 4.53% |
| Stephany | 14,526 | 1.79% |
| Stefani | 6,941 | 0.86% |
| Stephenie | 5,559 | 0.69% |
| Stephani | 5,237 | 0.65% |
| Stefany | 4,324 | 0.53% |
| Steffanie | 2,539 | 0.31% |
| Steffany | 1,819 | 0.22% |
| Stephannie | 1,449 | 0.18% |
| Steffani | 992 | 0.12% |
| Stephanee | 515 | 0.06% |
| Stephaney | 422 | 0.05% |
| Stefanny | 250 | 0.03% |
| Stefanee | 203 | 0.03% |
| Stephanny | 194 | 0.02% |
| Stephanye | 179 | 0.02% |
| Stepheni | 151 | 0.02% |

Table: Complete retained Stephanie dictionary, 1950–2025.


### Sydney {.collapse #family-sydney}

<div class="abstract-collapse">

**SID-nee**; Main convention; 257,478 births; 17 observed forms; $D_1=2.584$.

</div>

Pooled-sex prior differs from female-only prior.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Sydney | 179,793 | 69.83% |
| Sidney | 54,732 | 21.26% |
| Sydnee | 8,243 | 3.20% |
| Sydni | 5,356 | 2.08% |
| Sydnie | 5,153 | 2.00% |
| Cydnee | 945 | 0.37% |
| Sydne | 813 | 0.32% |
| Sidnee | 625 | 0.24% |
| Cydni | 590 | 0.23% |
| Cydnie | 385 | 0.15% |
| Sidnie | 312 | 0.12% |
| Sidni | 231 | 0.09% |
| Cydne | 199 | 0.08% |
| Cidnee | 56 | 0.02% |
| Sidne | 35 | 0.01% |
| Cidni | 5 | 0.00% |
| Cidnie | 5 | 0.00% |

Table: Complete retained Sydney dictionary, 1950–2025.


### Tanisha {.collapse #family-tanisha}

<div class="abstract-collapse">

**tuh-NEE-sha**; Pronunciation-sensitive; 46,421 births; 54 observed forms; $D_1=10.512$.

</div>

Official WNBA guide documents Tanisha Wright tuh-NEE-shuh.
This family assumes stressed NEE rather than NIH; these are not a General American vowel merger.
Initial vowel reduction and NAY/NEH alternatives remain sensitive.
Omit -cia and -cha forms.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Tanisha | 19,361 | 41.71% |
| Tanesha | 5,307 | 11.43% |
| Tenisha | 3,501 | 7.54% |
| Tonisha | 2,224 | 4.79% |
| Taneisha | 2,038 | 4.39% |
| Tynisha | 1,673 | 3.60% |
| Tenesha | 1,438 | 3.10% |
| Tynesha | 1,317 | 2.84% |
| Taneshia | 1,309 | 2.82% |
| Tinisha | 1,145 | 2.47% |
| Taniesha | 775 | 1.67% |
| Tinesha | 762 | 1.64% |
| Tyneisha | 613 | 1.32% |
| Tyneshia | 574 | 1.24% |
| Tanishia | 563 | 1.21% |
| Teneshia | 558 | 1.20% |
| Taneesha | 525 | 1.13% |
| Teneisha | 430 | 0.93% |
| Tonesha | 359 | 0.77% |
| Tunisha | 301 | 0.65% |
| Tanysha | 228 | 0.49% |
| Toneisha | 176 | 0.38% |
| Toniesha | 147 | 0.32% |
| Tenishia | 137 | 0.30% |
| Tyniesha | 114 | 0.25% |
| Tineshia | 92 | 0.20% |
| Toneshia | 91 | 0.20% |
| Taneasha | 88 | 0.19% |
| Tonishia | 87 | 0.19% |
| Tannisha | 66 | 0.14% |
| Tyneesha | 53 | 0.11% |
| Teniesha | 49 | 0.11% |
| Tennisha | 44 | 0.09% |
| Tynishia | 36 | 0.08% |
| Teneeshia | 30 | 0.06% |
| Tinishia | 29 | 0.06% |
| Tonnisha | 27 | 0.06% |
| Tineisha | 26 | 0.06% |
| Tnisha | 21 | 0.05% |
| Tonysha | 18 | 0.04% |
| Taneishia | 12 | 0.03% |
| Tonnesha | 11 | 0.02% |
| Tannesha | 7 | 0.02% |
| Tyneasha | 7 | 0.02% |
| Tanishea | 6 | 0.01% |
| Tennesha | 6 | 0.01% |
| Tahnesha | 5 | 0.01% |
| Tahnisha | 5 | 0.01% |
| Taneysha | 5 | 0.01% |
| Tanneshia | 5 | 0.01% |
| Teanisha | 5 | 0.01% |
| Teneasha | 5 | 0.01% |
| Teneesha | 5 | 0.01% |
| Toneesha | 5 | 0.01% |

Table: Complete retained Tanisha dictionary, 1950–2025.


### Taylin {.collapse #family-taylin}

<div class="abstract-collapse">

**TAY-lin**; Main convention; 17,472 births; 16 observed forms; $D_1=8.691$.

</div>

Assumes ordinary unstressed-vowel variation; excludes Turkish Taylan and likely TAL-in forms.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Taylin "'Spelling Variants of Taylin', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Taylin | 3,672 | 21.02% |
| Taylen | 3,440 | 19.69% |
| Taelyn | 2,522 | 14.43% |
| Taelynn | 1,824 | 10.44% |
| Taylynn | 1,415 | 8.10% |
| Taylon | 1,390 | 7.96% |
| Taylyn | 1,004 | 5.75% |
| Tailynn | 941 | 5.39% |
| Tailyn | 824 | 4.72% |
| Taylinn | 184 | 1.05% |
| Taelin | 103 | 0.59% |
| Taelon | 103 | 0.59% |
| Taelen | 25 | 0.14% |
| Tayln | 12 | 0.07% |
| Taelynne | 8 | 0.05% |
| Tailen | 5 | 0.03% |

Table: Complete retained Taylin dictionary, 1950–2025.


### Terri {.collapse #family-terri}

<div class="abstract-collapse">

**TERR-ee**; Main convention; 617,461 births; 7 observed forms; $D_1=2.466$.

</div>

Pooled-sex and female-only priors differ sharply.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Terry | 413,544 | 66.97% |
| Terri | 142,630 | 23.10% |
| Teri | 42,468 | 6.88% |
| Terrie | 18,226 | 2.95% |
| Terrye | 400 | 0.06% |
| Tery | 164 | 0.03% |
| Teree | 29 | 0.00% |

Table: Complete retained Terri dictionary, 1950–2025.


### Tory {.collapse #family-tory}

<div class="abstract-collapse">

**TOR-ee**; Main convention; 71,577 births; 8 observed forms; $D_1=4.584$.

</div>

Excludes Torre (also TOR-ray).

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Tori | 38,323 | 53.54% |
| Tory | 10,882 | 15.20% |
| Torrey | 6,298 | 8.80% |
| Torey | 4,394 | 6.14% |
| Torrie | 3,464 | 4.84% |
| Torri | 3,439 | 4.80% |
| Torie | 3,086 | 4.31% |
| Torry | 1,691 | 2.36% |

Table: Complete retained Tory dictionary, 1950–2025.


### Trevon {.collapse #family-trevon}

<div class="abstract-collapse">

**truh-VAHN**; Pronunciation-sensitive; 23,797 births; 16 observed forms; $D_1=3.186$.

</div>

Excludes Trevin/Treven/Trevan/Trevyn/Traven with TREV-in and Treyvon/Trayvon/Traevon with TRAY-.
Trevon itself can also be TRAY-von; this family assumes truh-VAHN.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Trevon "'Spelling Variants of Trevon', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Trevon | 14,365 | 60.36% |
| Travon | 6,678 | 28.06% |
| Trevaughn | 867 | 3.64% |
| Trevonne | 297 | 1.25% |
| Travone | 258 | 1.08% |
| Trevone | 256 | 1.08% |
| Trevaun | 236 | 0.99% |
| Treavon | 230 | 0.97% |
| Trevonn | 224 | 0.94% |
| Travaughn | 162 | 0.68% |
| Travonne | 122 | 0.51% |
| Travonn | 52 | 0.22% |
| Trevahn | 24 | 0.10% |
| Trevohn | 16 | 0.07% |
| Travaun | 5 | 0.02% |
| Trevhon | 5 | 0.02% |

Table: Complete retained Trevon dictionary, 1950–2025.

Excluded examples: Trevin, Treyvon, Trayvon, Treven, Trevan, Trevyn, Traven, Traevon, Traivon, Treyven, Treyvin, Trayven, Treyvonne, Treyvone, Trayvone, Treyvaughn, Treyvan, Treyvonn, Trayvonne, Trayvin, Travan, Trovon, Trivon, Treivon, Traeven, Treaven, Tresvon, Trevun.


### Tyesha {.collapse #family-tyesha}

<div class="abstract-collapse">

**ty-EE-shuh**; Pronunciation-sensitive; 10,746 births; 15 observed forms; $D_1=5.753$.

</div>

Retain the ty-EE-shuh family.
Exclude Tyasia (often ty-AY-zhuh), Tysha (often two-syllable TYE-shuh), Taisha (TYE-shuh or TAY-shuh possible), and unclear -cia/-chia.
Retained Tyeasha/Tieasha can still carry a distinct second vowel, so this is a conditional English-reading proxy.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Tyesha "'Spelling Variants of Tyesha', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Tyesha | 4,564 | 42.47% |
| Tyisha | 1,829 | 17.02% |
| Tyeisha | 1,555 | 14.47% |
| Tyeshia | 1,093 | 10.17% |
| Tyiesha | 699 | 6.50% |
| Taiesha | 251 | 2.34% |
| Tyeesha | 230 | 2.14% |
| Tyeasha | 208 | 1.94% |
| Tieasha | 118 | 1.10% |
| Tieisha | 90 | 0.84% |
| Tyishia | 62 | 0.58% |
| Tieesha | 24 | 0.22% |
| Tyissha | 13 | 0.12% |
| Tyeishia | 5 | 0.05% |
| Tyieshia | 5 | 0.05% |

Table: Complete retained Tyesha dictionary, 1950–2025.

Excluded examples: Taisha, Tyasia, Tysha, Tyechia, Tyaisha, Thaisha, Tyesia, Tieysha, Tyecha, Tayesha, Tyecia.


### Tyreek {.collapse #family-tyreek}

<div class="abstract-collapse">

**ty-REEK**; Pronunciation-sensitive; 9,059 births; 11 observed forms; $D_1=6.013$.

</div>

Exclude Tyrek/Tyrik/Tyric/Tyrick and other short-vowel candidates: some have RECK or RICK.
Retained spellings assume the familiar English ty-REEK reading; Tyriq can still vary.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Tyreek "'Spelling Variants of Tyreek', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Tyreek | 2,377 | 26.24% |
| Tyrique | 1,919 | 21.18% |
| Tyriq | 1,789 | 19.75% |
| Tyreke | 1,442 | 15.92% |
| Tyriek | 709 | 7.83% |
| Tyreik | 569 | 6.28% |
| Tyreak | 142 | 1.57% |
| Tyreque | 90 | 0.99% |
| Tyreeq | 12 | 0.13% |
| Tyreec | 5 | 0.06% |
| Tyreeck | 5 | 0.06% |

Table: Complete retained Tyreek dictionary, 1950–2025.

Excluded examples: Tyrek, Tyrik, Tyric, Tyrick, Tyreck, Tyrec, Tyrike, Tyreq, Tirek, Tyreick, Tairiq, Tiriq, Tirik, Tyreike.


### Vicki {.collapse #family-vicki}

<div class="abstract-collapse">

**VIK-ee**; Main convention; 288,730 births; 9 observed forms; $D_1=3.351$.

</div>

Standalone registered given names only.

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Vicki | 128,520 | 44.51% |
| Vickie | 99,374 | 34.42% |
| Vicky | 48,098 | 16.66% |
| Vikki | 5,909 | 2.05% |
| Vickey | 5,147 | 1.78% |
| Viki | 1,548 | 0.54% |
| Vickee | 67 | 0.02% |
| Vikkie | 43 | 0.01% |
| Viky | 24 | 0.01% |

Table: Complete retained Vicki dictionary, 1950–2025.


### Zachary {.collapse #family-zachary}

<div class="abstract-collapse">

**ZAK-uh-ree**; Main convention; 646,197 births; 21 observed forms; $D_1=1.929$.

</div>

Excludes Zakariye and shortened Zachry/Zackry forms.

Discovery source: [NamePlay 2026](https://nameplay.org/ways-to-spell-Zachary "'Spelling Variants of Zachary', NamePlay 2026").

| Spelling | Published births | Share |
| :--- | ---: | ---: |
| Zachary | 552,452 | 85.49% |
| Zackary | 31,588 | 4.89% |
| Zachery | 29,863 | 4.62% |
| Zackery | 17,747 | 2.75% |
| Zakary | 5,613 | 0.87% |
| Zakery | 1,339 | 0.21% |
| Zakkary | 1,205 | 0.19% |
| Zacharie | 1,150 | 0.18% |
| Zacary | 1,137 | 0.18% |
| Zachari | 907 | 0.14% |
| Zachory | 734 | 0.11% |
| Zackory | 461 | 0.07% |
| Zacharey | 446 | 0.07% |
| Zakkery | 312 | 0.05% |
| Zaccary | 234 | 0.04% |
| Zackarie | 217 | 0.03% |
| Zackari | 208 | 0.03% |
| Zakarie | 196 | 0.03% |
| Xachary | 148 | 0.02% |
| Zacchary | 138 | 0.02% |
| Zacharee | 102 | 0.02% |

Table: Complete retained Zachary dictionary, 1950–2025.

## Country Dictionaries

The following lists are the complete inclusion rules for the country comparison.
Capitalized syllables indicate stress; these labels specify the intended English reading, not every possible reading of every spelling.
The Kaylin core assumes the weak-vowel merger of unstressed _-lin_ and _-lən_; Katherine admits the common two- and three-syllable realizations.
Sophie and Sofia remain separate.

| Family | Intended reading | Included spellings |
|:---|:---|:---|
| Kaylin | KAY-lin / KAY-lən (weak-vowel merger) | Kaylin, Kaylen, Kailen, Kaelen, Caelen, Kaelyn, Cailen, Cailyn, Kailyn, Kaylyn, Caylen, Caelyn, Kaelin, Caylin, Caelin, Kaelynn, Kailin, Kaylynn, Kailynn, Caelynn, Caylyn, Kaelinn |
| Kaylee | KAY-lee | Kaylee, Kayleigh, Kailey, Kaylie, Kaleigh, Kaley, Kailee, Caylee, Kayley, Kayli, Caleigh, Kalie, Kalee, Cailey, Kaeli, Kaylea, Kaileigh, Caley, Kaily, Cayleigh, Kaylei, Cailee, Caylie, Kaeleigh, Kailie, Caeli, Cayley, Caileigh, Kaelee, Kaely, Kaeley, Calee, Kaelie, Kailei, Cayli, Kayly, Caeley |
| Caden | KAY-dən | Caden, Kayden, Kaiden, Kaden, Caiden, Cayden, Kaydon, Kaidan, Kaydan, Kaeden, Kaidon, Caeden, Caidan, Caydon, Kadyn, Kaidyn, Caydan, Kaedon, Caidon, Kaedyn, Caedan, Cadyn, Kaedan, Caedon, Caedyn |
| Caitlin | KAYT-lin | Caitlin, Caitlyn, Kaitlyn, Katelyn, Kaitlin, Katelin, Katelynn, Katlyn, Kaitlynn, Kaytlin, Caitlen, Caitlynn, Catelyn, Kaytlyn, Kaitlen, Katelen, Catelin, Katelynne, Katelyne, Kaitlynne, Katlynn, Kaitlyne, Catelynn, Caytlin, Kaetlyn |
| Michaela | mə-KAY-lə (English reading) | Michaela, Mikayla, Makayla, Mikaela, Micaela, Michaella, Mckayla, Micheala, Mickayla, Micayla, Macayla, Mikaella, Makaila, Mikaylah, Mikaila, Mackayla, Makaela, Mickaela, Mikhaila, Machaela, Mekayla, Mikayela, Mikeala, Mikhaela |
| Muhammad | transliteration family; pronunciation varies | Muhammad, Mohammed, Mohammad, Muhammed, Mohamed, Mohamad, Muhamed, Muhamad |
| Hayley | HAY-lee | Hayley, Hailey, Hayleigh, Hailie, Haley, Haylie, Haylee, Hailee, Haleigh, Haylea, Haileigh, Hayli |
| Alistair | AL-ə-stər (Anglicized reading) | Alistair, Alastair, Alasdair, Alister, Alisdair, Allister, Allistair |
| Aidan | AY-dən | Aidan, Aiden, Ayden, Aden, Aedan, Aydan, Aidyn, Aydon, Aeden, Aidon, Aeddan, Aydenn |
| Katherine | KATH-rin or KATH-ə-rin | Katherine, Catherine, Kathryn, Katharine, Cathryn, Kathrine, Catharine, Katheryn, Cathrine, Kathryne, Katharyn, Katheryne |
| Kira | KEER-ə | Kira, Keira, Kiera, Keera, Kirah, Kierah, Keirah |
| Isabel | IZ-ə-bel | Isabel, Isabelle, Isobel, Isobelle, Izabelle, Isabell, Izabel, Izobel, Ysabel, Izabele, Ysabelle, Izabell, Isobell, Ysobel, Izobelle, Isabele |
| Annabel | AN-ə-bel | Annabel, Annabelle, Anabel, Anabelle, Annabell, Anabell |
| Shaun | SHAWN | Sean, Shaun, Shawn |
| Finlay | FIN-lee | Finlay, Finley, Finnley, Finnlay, Fynley, Fynnley, Finleigh, Fynlay, Finnleigh, Fynnlay |
| Sofia | soh-FEE-ə | Sofia, Sophia, Sofiya, Sophiya, Sofiah, Sophiah |
| Freya | FRAY-ə | Freya, Freyja, Freja, Fraya, Freyah, Freia, Frayah, Freiya, Fraiya, Frea |
| Eleanor | EL-ə-nor | Eleanor, Elinor, Elanor, Ellenor, Elleanor, Eleanore, Elenor, Ellanor, Ellinor, Elenore, Elinore, Elanore, Ellanore |
| Rachel | RAY-chəl | Rachel, Rachael, Racheal, Rachail, Rachal, Rachell |
| Lee | LEE | Lee, Leigh |
| Sophie | SOH-fee | Sophie, Sofie, Sophy, Sofi, Sofy, Sophee, Sofee |

Table: All 21 fixed spelling dictionaries; a listed spelling contributes only where its count is published for the selected country and period.

## Complete Numerical Results {#complete-numerical-results}

The `all-results.csv` block contains **all 3,105 family–period–sex rows**, with every numerical field from the main calculation.
Its 24 columns retain the engine’s full floating-point output and exact integer counts; no rounding or compression is applied.
Only the repeated pronunciation label, family category, and spelling-count list are omitted, because the dictionary appendix and `core-data.json` already supply them.
This table supports direct filtering and comparison without first executing the programs or decoding the national datasets.

| Column or columns | Interpretation |
|:---|:---|
| `family`, `period`, `sex` | Dictionary label, inclusive birth-year window, and `ALL`/`F`/`M` scope |
| `births`, `distinct`, `variants_ge100` | Published family count, observed spellings, and spellings with at least 100 births |
| `entropy_bits`, `effective`, `simpson_effective` | Entropy $H$, Shannon $D_1$, and Simpson $D_2$ |
| `modal`, `modal_share`, `guess_error` | Leading spelling, its population share, and optimal first-guess error |
| `burden`, `expected_guesses` | Nonmodal records and average frequency-ordered guesses |
| `expected_distinct_100` | Expected spellings in 100 independent encounters |
| `expected_distinct_100_without_replacement` | Finite-population version; empty when fewer than 100 records exist |
| `effective_given_sex`, `guess_error_given_sex` | Shannon diversity and optimal error after conditioning on recorded sex |
| `burden_given_sex`, `expected_guesses_given_sex` | Conditional nonmodal records and average guesses |
| `effective_ge100`, `guess_error_ge100` | Diversity and error after dropping spellings with fewer than 100 births and renormalizing |
| `births_ge100`, `common_mass` | Count and fraction of family records retained by that filter |

Table: The complete numerical CSV schema; pronunciation and category remain keyed by family in the embedded definitions.

The standalone reproduction command writes this same table to `all-results.csv`, requires exact labels, integer counts, and row order, and checks floating-point results with relative and absolute tolerances of $10^{-12}$ for platform rounding, reporting whether the comparison is also byte-identical.
For an empty family–period–sex combination, the engine stores zero-valued summaries and a blank leading spelling; these are empty-distribution conventions, not claims about unpublished births.

## Reproduction {#reproduction}

### One-Command Reproduction

Save this Markdown as `report.md`, then run the block below in its directory.
It requires **Python 3.10 or newer**, with the standard-library `lzma` module; it needs no network connection or third-party packages.
The command extracts the named driver program and runs it; the driver verifies the remaining program hashes, extracts the other programs, and regenerates the results.
The source programs appear in full immediately below the source notes.

```bash
set -e
python3 -S - report.md <<'PY'
from pathlib import Path
import re
import subprocess
import sys

report = Path(sys.argv[1]).resolve()
text = report.read_text(encoding='utf-8-sig')
pattern = r'^```\{\.python #reproduce_report\.py\}\n(.*?)^```[ \t]*$'
matches = re.findall(pattern, text, flags=re.MULTILINE | re.DOTALL)
if len(matches) != 1:
    raise ValueError('Expected one embedded reproduction driver')
driver = Path('reproduce_report.py')
driver.write_text(matches[0], encoding='utf-8')
subprocess.run([sys.executable, '-S', str(driver), '--markdown', str(report),
                '--output', 'reproduced'], check=True)
PY
```

The important outputs are:

| Output | Contents |
|:---|:---|
| `name_ambiguity_scores.csv` | All 3,105 family–period–sex rows and their measures |
| `all-results.csv` | The complete inline numerical matrix, with every numerical field at full output precision |
| `inline_results_validation.json` | Agreement between the inline matrix and freshly computed results |
| `baseline.json`, `rankings.json` | Complete 1950–2025 distributions and all 12 metric rankings |
| `census_comparison.json`, `summary.json` | Fixed-membership Census comparison, rank correlations, and popularity thresholds |
| `kaylin_sensitivity.json` | Counts and scores for each alternative Kaylin dictionary |
| `comparisons.json` | All country/cohort and surname calculations |
| `method_validation.json` | Lexical coverage, pairwise agreement, temporal controls, and pair details |
| `method_wiki_metrics.csv` | Both lexical-reference conventions for all four candidate methods |
| `method_family_coverage.csv` | Lexical coverage of every retained family |
| `method_temporal_pairs.csv` | All 476 temporal pairs and their matched-control summaries |
| `source_validation.json` | Full-source hashes, denominators, and extraction comparisons |
| `extension_guessing.json`, `spelling_guessing_scores.csv` | Coverage curves and guessing quantiles for all 115 families |
| `cohort_conditioning.json`, `cohort_conditioning.csv` | All 690 family–context combinations and their rankings |
| `additional_results_validation.json` | Checks of the complete inline guessing and cohort summaries |
| `source-data/` | Decoded national count data and frozen benchmark inputs |
| `code/` | Exact extracted copies of all eight embedded programs |

Table: Reproduction outputs; all are derived from inputs contained in this Markdown.

The programs verify nonoverlapping core dictionaries, published-count floors, full-population denominators, and the bounds $1\le D_2\le D_1\le K$.
They check that conditioning on sex cannot increase average entropy, first-guess error, or sequential guessing cost.
The cohort extension checks the same inequalities for decade, exact birth year, and their combinations with sex; the guessing extension verifies integer coverage thresholds and the identity connecting coverage curves to mean guesses.
The source verifier checks the selected Census counts against the complete count table and independently reaggregates all 126 country–family–period distributions from the full national series.
The method verifier reconstructs the older benchmark snapshot, its complete control pool, and every selected control’s eligibility before recomputing correlations.

### What Is Embedded

The readable JSON defines the families, periods, sensitivity scenarios, comparison counts, and source identities, and preserves the complete guessing and cohort results.
The uncompressed CSV preserves every numerical result from all 3,105 family–period–sex combinations for direct inspection.
The larger numeric datasets use **JSON compressed with XZ and encoded as base64**, with named fenced blocks and SHA-256 hashes for both compressed and decoded content.
This preserves the data within a plain-text Markdown file while keeping the total below 10,000,000 bytes.

The SSA representation is `[name, sex, first_year, [annual_counts...]]`.
Interior zeros mean that no cell was published for that year; they do not assert that no child received the spelling.
Every positive published national cell from 1880 through 2025 is retained: **2,181,032 cells**, **117,820 spelling–sex series**, and **375,362,447 published births**.
The representation preserves numeric content, not ZIP headers, line order, or the archive’s explanatory PDF.

A sparse replacement patch restores the exact earlier 1880–2024 snapshot used by the lexical and temporal benchmarks.
That snapshot contains 2,149,477 published cells and 372,009,150 births.
Keeping the snapshot distinction avoids silently replacing historical benchmark counts with a newer release’s revisions.
The full 2020 Census first-name count table and the full extracted 1996–2025 England/Wales compilation are also embedded.
The 2010 Census surname payload includes every published surname and its bearer count: 162,253 spellings, excluding the residual “all other names” aggregate.
The verifier checks the 26 selected surname counts against that complete map.

The pronunciation benchmark preserves its candidate keys and lexical transcriptions as inputs.
It recomputes coverage and agreement; it does not rerun the neural pronunciation model that originally proposed some keys.
The temporal benchmark freezes the selected control identities, then recomputes all counts, matching features, eligibility, and correlations.
The original control draws used NumPy’s seeded generator; preserving the selected names removes a NumPy dependency without changing the comparison.

The prose, citations, dictionaries, tables, source code, and data have no external rendering dependency.
Pandoc’s fenced attributes and Gwern.net’s collapse classes organize the document; ordinary Markdown readers can still display the contents without that site’s scripts.
External links are needed only to consult publications, pronunciation guides, licenses, or the original archive containers.

## Source Notes

**Population data.**
[SSA 2026](https://www.ssa.gov/oact/babynames/names.zip "'National Baby-Name Data', Social Security Administration 2026") supplies the national birth series.
The frozen archive SHA-256 is `cd78e975ed7bb358e018dd62fbe14ced89295e9581c49172ca4eedcb011b3724`.
[Census Bureau 2026](https://www2.census.gov/topics/genealogy/2020surnames/Names2020_FirstNames_Sex.xlsx "'2020 First Names by Sex: Complete Table', Census Bureau 2026") supplies the full first-name count table; [Comenetz 2026](https://www2.census.gov/library/publications/decennial/2020/c2020br-13.pdf "'First Name Data From the 2020 Census', Comenetz 2026") documents its eligibility and editing rules.
[ONS 2026](https://www.ons.gov.uk/peoplepopulationandcommunity/birthsdeathsandmarriages/livebirths/datasets/babynamesinenglandandwalesfrom1996 "'Baby Names in England and Wales: From 1996', Office for National Statistics 2026") supplies the 1996–2025 compilation.
The surname examples use [Census Bureau 2016](https://www.census.gov/topics/population/genealogy/data/2010_surnames.html "'Frequently Occurring Surnames From the 2010 Census', Census Bureau 2016").
Exact source-container and numeric-payload identities are recorded in the embedded manifests.

**Pronunciation and discovery.**
[Wattenberg 2023](https://namerology.com/2023/04/26/names-with-the-most-different-spellings/ "'This Name Has 135 Different Spellings', Wattenberg 2023"), [Scooter B 2019](https://namenerds.blogspot.com/2019/06/names-with-most-spellings.html "'Names With the Most Spellings', Scooter B 2019"), and [NamePlay 2026](https://nameplay.org/about/how-we-group-names "'How We Group Names by Pronunciation', NamePlay 2026") provide complementary candidate inventories.
The family entries link their discovery or reading references.
[CMUdict](https://github.com/cmusphinx/cmudict "'CMU Pronouncing Dictionary'") and [Lee et al 2020](https://aclanthology.org/2020.lrec-1.521.pdf "'Massively Multilingual Pronunciation Mining with WikiPron', Lee et al 2020") supply lexical resources for the method checks.
The WikiPron article’s PDF title is “Mining”; its landing-page metadata uses “Modeling”.
Candidate model keys are frozen data, while every ranking and validation calculation in this report is implemented in the embedded programs.

**Data reuse.**
The US government count data retain their original agency attribution.
England/Wales data are © Crown copyright, reproduced under the [Open Government Licence v3.0](https://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/ "Open Government Licence v3.0").
WikiPron’s software is Apache-2.0; its Wiktionary-derived transcriptions retain the attribution and share-alike terms documented by [WikiPron](https://github.com/CUNY-CL/wikipron "'WikiPron: Massively Multilingual Pronunciation Mining'") and [Wiktionary](https://en.wiktionary.org/wiki/Wiktionary:Copyrights "'Wiktionary: Copyrights'").
The frozen US-broad extract’s SHA-256 is `f304b8f0565466e8abfe4c04a30d99421e1590d2aa17c4a08ebfa5942c587e75`.
The embedded benchmark keeps that extract intact and identifies its source separately from the derived candidate keys.

**Authorship and verification.**
Prepared by GPT-6 Astra Pro for Gwern Branwen on 2026-11-11, following the requested [Gwern 2026](https://gwern.net/style-guide "'Manual of Style', Gwern 2026") format.
All displayed rankings and comparison tables derive from the frozen inputs described here.
The offline reproduction checks numerical consistency; pronunciation decisions remain the explicit substantive assumptions in the dictionaries.

## Embedded Programs

### Run Everything {.collapse}

```{.python #reproduce_report.py}
#!/usr/bin/env python3
"""Extract and run all calculations in the standalone name-spelling report.

    python3 -S reproduce_report.py --markdown report.md --output reproduced

Python 3.10+; standard library only. The named source programs are extracted
verbatim and checked against the document's manifest before execution.
The program uses no network and does not need the original source archives.
"""
import argparse
import hashlib
import json
import math
from pathlib import Path
import re
import subprocess
import sys


PROGRAMS = ('reproduce_report.py', 'reproduce_names.py', 'comparison_data.py',
            'verify_sources.py', 'validate_methods.py', 'extension_guessing.py',
            'extension_cohort.py', 'extension_results.py')


def block(text, name):
    pattern = (r'^```\{\.[a-z]+ #' + re.escape(name) +
               r'\}\r?\n(.*?)^```[ \t]*\r?$')
    matches = re.findall(pattern, text, flags=re.MULTILINE | re.DOTALL)
    if len(matches) != 1:
        raise ValueError('Expected exactly one named block: ' + name)
    return matches[0]


def compare_json(actual, expected, path='root'):
    """Compare computed summaries exactly except for platform float rounding."""
    if isinstance(expected, float):
        if (not isinstance(actual, (float, int)) or
                not math.isclose(actual, expected, rel_tol=1e-12, abs_tol=1e-12)):
            raise ValueError('Numerical summary differs: ' + path)
        return abs(actual-expected)
    if isinstance(expected, dict):
        if not isinstance(actual, dict) or actual.keys() != expected.keys():
            raise ValueError('Summary keys differ: ' + path)
        return max((compare_json(actual[k], expected[k], path+'.'+k) for k in expected), default=0.0)
    if isinstance(expected, list):
        if not isinstance(actual, list) or len(actual) != len(expected):
            raise ValueError('Summary dimensions differ: ' + path)
        return max((compare_json(a, e, path+'['+str(i)+']')
                    for i, (a, e) in enumerate(zip(actual, expected))), default=0.0)
    if type(actual) is not type(expected) or actual != expected:
        raise ValueError('Exact summary value differs: ' + path)
    return 0.0


def main():
    parser = argparse.ArgumentParser(description=__doc__)
    parser.add_argument('--markdown', type=Path, required=True)
    parser.add_argument('--output', type=Path, required=True)
    args = parser.parse_args()
    report = args.markdown.resolve()
    output = args.output.resolve()
    code_directory = output / 'code'
    code_directory.mkdir(parents=True, exist_ok=True)
    text = report.read_text(encoding='utf-8-sig')
    manifest = json.loads(block(text, 'payload-manifest.json'))
    for name in PROGRAMS:
        source = block(text, name).encode('utf-8')
        expected = manifest['programs'][name]
        if (len(source) != expected['bytes'] or
                hashlib.sha256(source).hexdigest() != expected['sha256']):
            raise ValueError('Embedded source checksum mismatch: ' + name)
        (code_directory / name).write_bytes(source)
    for name in ('core-data.json', 'comparison-data.json', 'source-facts.json', 'payload-manifest.json'):
        (output / name).write_text(block(text, name), encoding='utf-8')
    for name, expected in manifest.get('inline_results', {}).items():
        if Path(name).name != name:
            raise ValueError('Unexpected result filename: ' + name)
        content = block(text, name).encode('utf-8')
        if (len(content) != expected['bytes'] or
                hashlib.sha256(content).hexdigest() != expected['sha256']):
            raise ValueError('Embedded result checksum mismatch: ' + name)
        (output / name).write_bytes(content)

    for name in ('reproduce_names.py', 'verify_sources.py', 'validate_methods.py',
                 'extension_guessing.py', 'extension_cohort.py', 'extension_results.py'):
        print('Running ' + name, flush=True)
        subprocess.run([sys.executable, '-S', str(code_directory / name),
                        '--markdown', str(report), '--output', str(output)], check=True)

    checks = []
    for generated, embedded in [('extension_guessing.json', 'guessing-results.json'),
                                ('cohort_conditioning.json', 'cohort-results.json')]:
        actual = json.loads((output / generated).read_text(encoding='utf-8'))
        expected = json.loads(block(text, embedded))
        difference = compare_json(actual, expected)
        checks.append({'generated': generated, 'embedded': embedded,
                       'maximum_float_difference': difference, 'all_checks_passed': True})
    (output / 'additional_results_validation.json').write_text(
        json.dumps(checks, indent=2)+'\n', encoding='utf-8')

    # Publish decoded data as ordinary JSON for editing or new family searches.
    sys.path.insert(0, str(code_directory))
    from reproduce_names import load_payload
    data_directory = output / 'source-data'
    data_directory.mkdir(exist_ok=True)
    for name in manifest['payloads']:
        if not name.endswith('.json.xz.base64') or Path(name).name != name:
            raise ValueError('Unexpected payload filename: ' + name)
        data = load_payload(text, name, manifest)
        target = data_directory / name.removesuffix('.xz.base64')
        target.write_text(json.dumps(data, ensure_ascii=False, separators=(',', ':')) + '\n', encoding='utf-8')
    print('All calculations and source checks passed.', flush=True)
    print('Results: ' + str(output), flush=True)


if __name__ == '__main__':
    main()
```


### Core Metrics {.collapse}

```{.python #reproduce_names.py}
#!/usr/bin/env python3
"""Reproduce the name-spelling report using Python 3.10+ and no dependencies.

    python3 reproduce_names.py --markdown report.md --output reproduced
    python3 reproduce_names.py --data core_data.json --output reproduced

The Markdown input contains #core-data.json and, when its SSA rows are omitted,
the full-source #ssa-full.json.xz.base64 and #payload-manifest.json blocks.
This program reads data blocks; it never executes code from the Markdown.
Compressed payloads are base64(XZ), checked against both compressed and decoded
SHA256 hashes. Only positive published SSA spelling/sex/year cells are expanded;
zero placeholders in the compact series mean unpublished or suppressed cells,
not known zero births. A spelling family is an explicit pronunciation assumption,
not a measured allocation of bearers to pronunciations.
"""

import argparse
import base64
import csv
import hashlib
import json
import lzma
import math
import re
import statistics
from collections import Counter
from pathlib import Path


SEXES = ('ALL', 'F', 'M')
RANK_METRICS = (
    'effective', 'simpson_effective', 'guess_error', 'distinct',
    'variants_ge100', 'burden', 'expected_distinct_100', 'effective_ge100',
    'effective_given_sex', 'guess_error_given_sex', 'expected_guesses',
    'expected_guesses_given_sex',
)


def extract_block(text, name):
    """Read one named backtick/tilde fence; accept Pandoc or language-first IDs."""
    lines = text.splitlines(keepends=True)
    found = []
    i = 0
    while i < len(lines):
        opening = re.match(r'^[ ]{0,3}(`{3,}|~{3,})(.*)$', lines[i].rstrip('\r\n'))
        if not opening:
            i += 1
            continue
        fence, info = opening.groups()
        start = i + 1
        i = start
        close = re.compile(r'^[ ]{0,3}' + re.escape(fence[0]) +
                           '{' + str(len(fence)) + r',}[ \t]*$')
        while i < len(lines) and not close.match(lines[i].rstrip('\r\n')):
            i += 1
        if re.search(r'(?<![\w.-])#' + re.escape(name) + r'(?![\w.-])', info):
            if i == len(lines):
                raise ValueError('Unclosed fenced block: ' + name)
            found.append(''.join(lines[start:i]))
        i += 1
    if len(found) != 1:
        raise ValueError(f'Expected one #{name} fenced block; found {len(found)}')
    return found[0]


def load_payload(markdown_text, block_id, manifest=None):
    """Verify and decode one base64(XZ) payload; JSON returns objects, others bytes.

    Manifest schema: {"schema":"name-spelling-payloads-v1","payloads":{
      block_id:{"encoding":"base64+xz","format":"json",
                "compressed_sha256":...,"decoded_sha256":...,
                "compressed_bytes":...,"decoded_bytes":...}}}.
    Pass an already parsed manifest to reuse it across several payloads.
    """
    if manifest is None:
        manifest = json.loads(extract_block(markdown_text, 'payload-manifest.json'))
    if manifest.get('schema') != 'name-spelling-payloads-v1':
        raise ValueError('Unsupported payload manifest schema')
    entry = manifest['payloads'][block_id]
    if entry['encoding'] != 'base64+xz':
        raise ValueError('Unsupported payload encoding: ' + block_id)
    encoded = ''.join(extract_block(markdown_text, block_id).split())
    compressed = base64.b64decode(encoded, validate=True)
    for stage, blob in [('compressed', compressed), ('decoded', None)]:
        if stage == 'decoded':
            blob = lzma.decompress(compressed)
        if len(blob) != entry[stage + '_bytes']:
            raise ValueError(f'{block_id}: {stage} byte count mismatch')
        if hashlib.sha256(blob).hexdigest() != entry[stage + '_sha256']:
            raise ValueError(f'{block_id}: {stage} SHA256 mismatch')
    return json.loads(blob) if entry.get('format') == 'json' else blob


def selected_ssa_records(series, wanted):
    """Expand selected positive cells from [spelling,sex,first_year,counts] series."""
    records = []
    for name, sex, first_year, ns in series:
        if name in wanted:
            records.extend([name, sex, first_year + i, n] for i, n in enumerate(ns) if n)
    # Match the official annual-file ordering, including alphabetical count ties.
    records.sort(key=lambda r: (r[2], r[1], -r[3], r[0]))
    return records


def materialize_ssa(data, series):
    """Return a copy with selected annual rows, leaving the embedded core unchanged."""
    wanted = {s for g in data['groups'].values()
              for field in ('variants', 'broad_variants') for s in g.get(field, [])}
    result = dict(data)
    result['ssa'] = selected_ssa_records(series, wanted)
    return result


def rarefaction(counts, sample=100):
    """Expected observed spellings in a finite-population sample without replacement."""
    total = sum(counts)
    if total < sample:
        return None
    return sum(1.0 if total - n < sample else
               -math.expm1(sum(math.log1p(-n / (total - j)) for j in range(sample)))
               for n in counts)


def metrics(counts):
    ordered = sorted(((s, n) for s, n in counts.items() if n > 0),
                     key=lambda x: (-x[1], x[0]))
    total = sum(n for _, n in ordered)
    if not total:
        return dict(births=0, distinct=0, variants_ge100=0, entropy_bits=0.0,
                    effective=0.0, simpson_effective=0.0, guess_error=0.0,
                    modal='', modal_share=0.0, burden=0, expected_distinct_100=0.0,
                    expected_guesses=0.0, expected_distinct_100_without_replacement=None)
    ps = [n / total for _, n in ordered]
    h = -sum(p * math.log2(p) for p in ps)
    return dict(births=total, distinct=len(ordered),
                variants_ge100=sum(n >= 100 for _, n in ordered), entropy_bits=h,
                effective=2 ** h, simpson_effective=1 / sum(p * p for p in ps),
                guess_error=1 - ps[0], modal=ordered[0][0], modal_share=ps[0],
                burden=total - ordered[0][1],
                expected_guesses=sum((i + 1) * p for i, p in enumerate(ps)),
                expected_distinct_100_without_replacement=rarefaction([n for _, n in ordered]),
                expected_distinct_100=sum(-math.expm1(100 * math.log1p(-p))
                                          if p < 1 else 1.0 for p in ps))


def conditional(ms, total):
    h = sum(m['births'] * m['entropy_bits'] for m in ms) / total if total else 0.0
    guesses = sum(m['births'] * m['expected_guesses'] for m in ms) / total if total else 0.0
    burden = sum(m['burden'] for m in ms)
    return dict(effective_given_sex=2 ** h if total else 0.0,
                guess_error_given_sex=burden / total if total else 0.0,
                burden_given_sex=burden, expected_guesses_given_sex=guesses)


def family_metrics(variants, counts):
    return {sex: metrics({s: counts[sex].get(s, 0) for s in variants}) for sex in SEXES}


def ranked(values):
    order = sorted(range(len(values)), key=lambda i: values[i])
    ranks = [0.0] * len(values)
    pos = 0
    while pos < len(order):
        end = pos + 1
        while end < len(order) and values[order[end]] == values[order[pos]]:
            end += 1
        for j in range(pos, end):
            ranks[order[j]] = (pos + 1 + end) / 2
        pos = end
    return ranks


def spearman(x, y):
    return statistics.correlation(ranked(x), ranked(y)) if len(x) >= 3 else None


def aggregate(data):
    """Validate published rows and aggregate the nine inclusive time windows."""
    if data['schema'] != 'name-spelling-core-v1':
        raise ValueError('Unsupported data schema')
    groups = data['groups']
    membership = {}
    for family, g in groups.items():
        assert len(g['variants']) == len(set(g['variants'])), family
        for spelling in g['variants']:
            assert spelling not in membership, ('Overlapping cores', spelling)
            membership[spelling] = family
    wanted = set(membership) | {s for g in groups.values() for s in g.get('broad_variants', [])}
    periods = {f'{a}-{b}': (a, b) for a, b in data['periods']}
    counts = {p: {s: Counter() for s in SEXES} for p in periods}
    population = {p: {s: 0 for s in SEXES} for p in periods}
    seen = set()
    for spelling, sex, year, n in data['ssa']:
        assert spelling in wanted and sex in ('F', 'M')
        assert type(year) is int and type(n) is int and n >= 5
        assert data['source_years'][0] <= year <= data['source_years'][1]
        key = (spelling, sex, year)
        assert key not in seen, ('Duplicate SSA record', key)
        seen.add(key)
        for period, (a, b) in periods.items():
            if a <= year <= b:
                counts[period][sex][spelling] += n
                counts[period]['ALL'][spelling] += n
    year_rows = data['ssa_population_years']
    assert len(year_rows) == len({r[0] for r in year_rows})
    for year, f, m in year_rows:
        for period, (a, b) in periods.items():
            if a <= year <= b:
                population[period]['F'] += f
                population[period]['M'] += m
                population[period]['ALL'] += f + m
    census = {s: {} for s in SEXES}
    for spelling, f, m in data['census']:
        assert spelling in membership and spelling not in census['ALL']
        assert type(f) is int and type(m) is int and f >= 0 and m >= 0
        census['F'][spelling] = f
        census['M'][spelling] = m
        census['ALL'][spelling] = f + m
    return counts, population, census


def check_metrics(row):
    if not row['births']:
        return
    assert 1 - 1e-10 <= row['simpson_effective'] <= row['effective'] + 1e-10
    assert row['effective'] <= row['distinct'] + 1e-8
    assert abs(row['guess_error'] + row['modal_share'] - 1) < 1e-12
    for known, unknown in [('effective_given_sex', 'effective'),
                           ('guess_error_given_sex', 'guess_error'),
                           ('expected_guesses_given_sex', 'expected_guesses')]:
        assert row[known] <= row[unknown] + 1e-8
    rare = row['expected_distinct_100_without_replacement']
    if rare is not None:
        assert row['expected_distinct_100'] <= rare + 1e-8
        assert rare <= min(100, row['distinct']) + 1e-8


def census_comparison(groups, counts, census, baseline, minimum):
    details = {}
    for family, g in groups.items():
        variants = g['variants']
        common = [s for s in variants if s in census['ALL'] and counts['1880-2020']['ALL'][s] > 0]
        cm = family_metrics(common, census)
        sm = metrics({s: counts['1880-2020']['ALL'][s] for s in common})
        modern = metrics({s: counts['1950-2020']['ALL'][s] for s in common})
        cc = conditional([cm[s] for s in ('F', 'M')], cm['ALL']['births'])
        full_n = sum(counts['1880-2020']['ALL'][s] for s in variants)
        details[family] = dict(
            family=family, category=g['category'], common_spellings=len(common),
            census_effective=cm['ALL']['effective'], census_simpson=cm['ALL']['simpson_effective'],
            census_count=cm['ALL']['births'], census_mode=cm['ALL']['modal'],
            census_mode_share=cm['ALL']['modal_share'], census_error=cm['ALL']['guess_error'],
            census_effective_given_sex=cc['effective_given_sex'],
            census_error_given_sex=cc['guess_error_given_sex'],
            census_expected_guesses_given_sex=cc['expected_guesses_given_sex'],
            ssa_1880_2020_common_effective=sm['effective'],
            ssa_1950_2020_common_effective=modern['effective'],
            ssa_common_simpson=sm['simpson_effective'], ssa_common_mode=sm['modal'],
            ssa_through2020_mass_covered=sm['births'] / full_n if full_n else 0.0,
            census_missing_spellings=' '.join(s for s in variants if s not in census['ALL']),
            census_metrics={sex: {('count' if k == 'births' else k): v for k, v in q.items()}
                            for sex, q in cm.items()}, ssa_common=sm,
            common_counts={s: {'census': census['ALL'][s],
                              'ssa_1880_2020': counts['1880-2020']['ALL'][s]} for s in common})
    eligible = [r for r in sorted(details.values(), key=lambda r: -r['census_effective'])
                if r['category'] == 'reviewed' and baseline[r['family']]['births'] >= minimum
                and r['common_spellings'] >= 2]
    summary = dict(
        census_common_family_count=len(eligible),
        census_same_mode_count=sum(r['census_mode'] == r['ssa_common_mode'] for r in eligible),
        census_shannon_spearman=spearman([r['census_effective'] for r in eligible],
                                       [r['ssa_1880_2020_common_effective'] for r in eligible]),
        census_simpson_spearman=spearman([r['census_simpson'] for r in eligible],
                                       [r['ssa_common_simpson'] for r in eligible]),
        census_ranked_reviewed=[r['family'] for r in eligible])
    return details, summary


def kaylin_sensitivity(data, counts):
    period = data['baseline_period']
    full = data['groups']['Kaylin']['variants']
    scenarios = []
    for spec in data['kaylin_scenarios']:
        names = spec['variants']
        assert set(names) <= set(full)
        ms = family_metrics(names, counts[period])
        m = ms['ALL']
        c = conditional([ms[s] for s in ('F', 'M')], m['births'])
        h = sum(ms[s]['births'] * ms[s]['entropy_bits'] for s in ('F', 'M')) / m['births']
        ordered = sorted(names, key=lambda s: (-counts[period]['ALL'][s], s))
        scenarios.append(dict(
            id=spec['id'], label=spec['label'], retained_variants=ordered,
            members_dropped=[s for s in full if s not in names],
            births=m['births'], distinct=m['distinct'], variants_ge100=m['variants_ge100'],
            pooled=dict(D1=m['effective'], entropy_bits=m['entropy_bits'],
                        error=m['guess_error'], expected_guesses=m['expected_guesses'],
                        modal=m['modal'], modal_share=m['modal_share'], burden=m['burden']),
            sex_conditioned=dict(D1=c['effective_given_sex'], entropy_bits=h,
                                 error=c['guess_error_given_sex'],
                                 expected_guesses=c['expected_guesses_given_sex'],
                                 burden=c['burden_given_sex']),
            by_sex={s: ms[s] for s in ('F', 'M')},
            records=[dict(spelling=s, pooled=counts[period]['ALL'][s],
                          F=counts[period]['F'][s], M=counts[period]['M'][s]) for s in ordered]))
    return dict(period=period, scenarios=scenarios,
                caveat='Deterministic membership sensitivity, not a confidence interval or an estimate of pronunciation fractions. Narrower subsets need not have lower entropy.')


def reproduce(data):
    counts, population, census = aggregate(data)
    groups = data['groups']
    rows, baseline = [], {}
    for period, by_sex in counts.items():
        for sex in SEXES:
            for family, g in groups.items():
                core = {s: by_sex[sex][s] for s in g['variants'] if by_sex[sex][s]}
                m = metrics(core)
                filtered = metrics({s: n for s, n in core.items() if n >= 100})
                ms = [metrics({s: by_sex[ss][s] for s in g['variants']}) for ss in ('F', 'M')] if sex == 'ALL' else [m]
                row = dict(family=family, pronunciation=g['pronunciation'], category=g['category'],
                           period=period, sex=sex, **m, **conditional(ms, m['births']),
                           effective_ge100=filtered['effective'], guess_error_ge100=filtered['guess_error'],
                           births_ge100=filtered['births'],
                           common_mass=filtered['births'] / m['births'] if m['births'] else 0.0,
                           variants='; '.join(f'{s}:{n}' for s, n in sorted(core.items(), key=lambda x: (-x[1], x[0]))))
                check_metrics(row)
                rows.append(row)
                if period == data['baseline_period'] and sex == 'ALL':
                    baseline[family] = dict(
                        **row, counts=core, notes=g['notes'], source=g['source'],
                        excluded_examples=g.get('excluded_examples', []),
                        absent_core_spellings=[s for s in g['variants'] if not by_sex[sex][s]],
                        broad=metrics({s: by_sex[sex][s] for s in g.get('broad_variants', [])}),
                        published_broad_count=g.get('published_broad_count'))
    eligible = [r for r in baseline.values() if r['category'] == 'reviewed'
                and r['births'] >= data['minimum_main_births']]
    rankings = {key: [r['family'] for r in sorted(eligible, key=lambda r: (-r[key], -r['births'], r['family']))]
                for key in RANK_METRICS}
    cutoffs = {}
    for floor in data['family_birth_thresholds']:
        candidates = [r for r in baseline.values() if r['category'] == 'reviewed' and r['births'] >= floor]
        cutoffs[str(floor)] = {key: [r['family'] for r in sorted(candidates, key=lambda r: -r[key])[:5]]
                               for key in ('effective', 'guess_error', 'guess_error_given_sex')}
    census_details, summary = census_comparison(groups, counts, census, baseline, data['minimum_main_births'])
    summary['cutoff_rankings'] = cutoffs
    metadata = dict(
        families=len(groups), core_spellings=sum(len(g['variants']) for g in groups.values()),
        selected_ssa_rows=len(data['ssa']), census_core_spellings=len(data['census']),
        source_years=data['source_years'], periods=data['periods'],
        population=population, population_distinct=data['ssa_population_distinct'], core_overlap={},
        eligible_main_families=len(eligible), minimum_main_births=data['minimum_main_births'],
        baseline_period=data['baseline_period'], sources=data['sources'],
        data_sha256=hashlib.sha256(json.dumps(data, sort_keys=True, ensure_ascii=False,
                                             separators=(',', ':')).encode()).hexdigest(),
        caveat='Explicit spelling-family proxy; pronunciation is unobserved. Absent suppressed SSA cells and absent Census spellings are unknown, not measured zeros. Population denominators count published SSA records, not all births.')
    return dict(rows=rows, baseline=baseline, rankings=rankings, metadata=metadata,
                family_counts_by_period=counts, census_comparison=census_details,
                summary=summary, kaylin_sensitivity=kaylin_sensitivity(data, counts))


def main():
    parser = argparse.ArgumentParser(description=__doc__)
    inputs = parser.add_mutually_exclusive_group(required=True)
    inputs.add_argument('--markdown', type=Path, help='Report with a #core-data.json fenced block')
    inputs.add_argument('--data', type=Path, help='Standalone core_data.json for direct use')
    parser.add_argument('--output', type=Path, required=True, help='Directory for generated CSV and JSON')
    args = parser.parse_args()
    text = (args.markdown or args.data).read_text(encoding='utf-8-sig')
    data = json.loads(extract_block(text, 'core-data.json') if args.markdown else text)
    if 'ssa' not in data:
        if not args.markdown:
            parser.error('This core JSON omits SSA rows; use --markdown with its embedded full-source payload.')
        series = load_payload(text, data['ssa_source_block'])
        data = materialize_ssa(data, series)
    results = reproduce(data)
    args.output.mkdir(parents=True, exist_ok=True)
    rows = results.pop('rows')
    with (args.output / 'name_ambiguity_scores.csv').open('w', newline='', encoding='utf-8') as stream:
        writer = csv.DictWriter(stream, fieldnames=list(rows[0]))
        writer.writeheader()
        writer.writerows(rows)
    for name, content in results.items():
        (args.output / (name + '.json')).write_text(json.dumps(content, indent=2, ensure_ascii=False) + '\n', encoding='utf-8')
    print(f"Reproduced {len(rows):,} family/period/sex rows from {len(data['ssa']):,} published SSA records.")
    print('Main D1 leaders: ' + ', '.join(results['rankings']['effective'][:10]))
    print(f"Outputs: {args.output.resolve()}")


if __name__ == '__main__':
    main()
```


### Country and Surname Metrics {.collapse}

```{.python #comparison_data.py}
#!/usr/bin/env python3
"""Recompute the country and surname tables from frozen published counts.

Python 3 standard library only. Usage:
    python -S comparison_data.py comparison_data.json
The JSON freezes sufficient counts for these tables, not the original national
archives. Source URLs, source hashes, periods, and spelling dictionaries remain
in the JSON so the boundary between reanalysis and source extraction is explicit.
"""
import json
import math
from pathlib import Path
import sys


def comparison_metrics(counts):
    """Counts of retained spellings -> diversity and optimal-guess measures."""
    if not counts or any(type(value) is not int or value <= 0 for value in counts.values()):
        raise ValueError('Counts must be nonempty positive integers.')
    ordered = sorted(counts.items(), key=lambda pair: (-pair[1], pair[0]))
    total = sum(counts.values())
    probabilities = [value / total for _, value in ordered]
    entropy = -math.fsum(p * math.log2(p) for p in probabilities)
    concentration = math.fsum(p * p for p in probabilities)
    leading_share = probabilities[0]
    return {'N': total, 'K': len(ordered), 'H': entropy,
            'D1': 2 ** entropy, 'D2': 1 / concentration,
            'leader': ordered[0][0], 'leading_share': leading_share,
            'error': 1 - leading_share, 'pairwise_mismatch': 1 - concentration}


def compute_comparisons(data):
    """Apply identical scoring to each frozen country-period or surname core."""
    if data['schema'] != 'name-spelling-comparisons-v1':
        raise ValueError('Unrecognized input schema.')
    result = {'country': {}, 'surnames': []}
    families = data['country']['families']
    if len({family['name'] for family in families}) != len(families):
        raise ValueError('Duplicate country family.')
    for period in data['country']['periods']:
        rows = []
        for family in families:
            variants = set(family['variants'])
            row = {'name': family['name'], 'pronunciation': family['pronunciation']}
            for country in ['US', 'EW']:
                counts = family['counts'][period][country]
                if not set(counts) <= variants:
                    raise ValueError('Counted spelling outside the fixed dictionary.')
                row[country] = comparison_metrics(counts)
            rows.append(row)
        result['country'][period] = sorted(rows, key=lambda row: (-row['US']['D1'], row['name']))
    for family in data['surnames']['families']:
        result['surnames'].append({'name': family['name'],
                                  'pronunciation': family['pronunciation'],
                                  **comparison_metrics(family['counts'])})
    result['surnames'].sort(key=lambda row: (-row['D1'], row['name']))
    return result


if __name__ == '__main__':
    source = Path(sys.argv[1]) if len(sys.argv) > 1 else Path(__file__).with_suffix('.json')
    print(json.dumps(compute_comparisons(json.loads(source.read_text())),
                     ensure_ascii=False, indent=2))
```


### Source and Extraction Checks {.collapse}

```{.python #verify_sources.py}
#!/usr/bin/env python3
"""Verify the embedded full sources and reconstruct the comparison tables.

Usage: python -S verify_sources.py --markdown report.md --output reproduced
Requires only Python 3 and reproduce_names.py/comparison_data.py beside it.
This program reads fenced data blocks; it never executes Markdown code blocks.
No original ZIP, workbook, network access, or third-party package is required.
"""
import argparse
from collections import Counter
import copy
import hashlib
import json
from pathlib import Path

from reproduce_names import extract_block, load_payload
from comparison_data import compute_comparisons


def json_bytes(value):
    return json.dumps(value, ensure_ascii=False, separators=(',', ':')).encode('utf-8')

def sha256(data):
    return hashlib.sha256(data).hexdigest()

def canonical_series(series, maximum_year=None):
    """Validate, trim, and sort a list of numeric spelling-sex series."""
    result, seen = [], set()
    for name, sex, start, values in series:
        key = (name, sex)
        if key in seen or sex not in ('F', 'M') or type(start) is not int:
            raise ValueError('Invalid or duplicated SSA series.')
        seen.add(key)
        if any(type(count) is not int or count < 0 for count in values):
            raise ValueError('SSA cells must be nonnegative integers.')
        stop = len(values) if maximum_year is None else min(len(values), maximum_year-start+1)
        if stop <= 0:
            continue
        begin = 0
        while begin < stop and values[begin] == 0:
            begin += 1
        while stop > begin and values[stop-1] == 0:
            stop -= 1
        if begin < stop:
            result.append([name, sex, start+begin, values[begin:stop]])
    return sorted(result, key=lambda row: (row[0], row[1]))

def numeric_series_sha256(series):
    return sha256(json_bytes(canonical_series(series)))

def patch_ssa_series(current_series, patch_rows, maximum_year=2024):
    """Restore a prior publication snapshot from exact replacement cells."""
    current = canonical_series(current_series, maximum_year)
    working = {(name, sex): [start, values] for name, sex, start, values in current}
    seen = set()
    for name, sex, year, count in patch_rows:
        cell = (name, sex, year)
        if cell in seen or sex not in ('F', 'M') or type(year) is not int:
            raise ValueError('Invalid or duplicated patch cell.')
        if type(count) is not int or count < 0 or year > maximum_year:
            raise ValueError('Invalid patch count or year.')
        seen.add(cell)
        key = (name, sex)
        if key not in working:
            if count == 0:
                raise ValueError('Redundant deletion outside the current data.')
            working[key] = [year, [count]]
            continue
        start, values = working[key]
        if year < start:
            values = [0] * (start-year) + values
            start = year
            working[key] = [start, values]
        index = year-start
        if index >= len(values):
            values.extend([0] * (index+1-len(values)))
        if values[index] == count:
            raise ValueError('Patch contains an unchanged cell.')
        values[index] = count
    return canonical_series([[name, sex, start, values]
                             for (name, sex), (start, values) in working.items()])

def series_statistics(series):
    totals = Counter()
    cells = Counter()
    for name, sex, start, values in series:
        for offset, count in enumerate(values):
            if count:
                totals[(start+offset, sex)] += count
                cells[(start+offset, sex)] += 1
    years = sorted({year for year, sex in totals})
    return {'years': [years[0], years[-1]], 'series': len(series),
            'distinct_spellings': len({row[0] for row in series}),
            'published_cells': sum(cells.values()), 'published_births': sum(totals.values()),
            'annual_totals_columns': ['year', 'F', 'M'],
            'annual_totals': [[year, totals[(year, 'F')], totals[(year, 'M')]] for year in years],
            'annual_published_cells': [[year, cells[(year, 'F')], cells[(year, 'M')]] for year in years]}


def require_equal(actual, expected, label):
    if actual != expected:
        raise ValueError(label + ' mismatch')


def check_series(series, facts, label):
    canonical = canonical_series(series)
    require_equal(series, canonical, label + ' canonical row order and trimming')
    if any(0 < count < 5 for _, _, _, values in series for count in values):
        raise ValueError(label + ' contains a cell below the publication floor')
    digest = numeric_series_sha256(series)
    require_equal(digest, facts['canonical_numeric_sha256'], label + ' numeric SHA256')
    stats = series_statistics(series)
    for field, value in stats.items():
        require_equal(value, facts[field], label + ' ' + field)
    return {**stats, 'canonical_numeric_sha256': digest}


def population_distinct(series, periods):
    """Count each spelling once per sex/window, and once in the pooled union."""
    names = {f'{first}-{last}': {'F': set(), 'M': set()} for first, last in periods}
    for name, sex, start, values in series:
        for first, last in periods:
            lo, hi = max(0, first-start), min(len(values), last-start+1)
            if lo < hi and any(values[lo:hi]):
                names[f'{first}-{last}'][sex].add(name)
    return {period: {'ALL': len(rows['F'] | rows['M']),
                     'F': len(rows['F']), 'M': len(rows['M'])}
            for period, rows in names.items()}


def validate_census(full, core, facts):
    require_equal(set(full), {'ALL', 'F', 'M'}, 'Census population keys')
    require_equal({sex: len(rows) for sex, rows in full.items()},
                  facts['stored_spelling_keys'], 'Census stored spelling counts')
    require_equal(set(full['ALL']), set(full['F']), 'Census F spelling keys')
    require_equal(set(full['ALL']), set(full['M']), 'Census M spelling keys')
    for name, total in full['ALL'].items():
        if any(type(full[sex][name]) is not int or full[sex][name] < 0
               for sex in ['ALL', 'F', 'M']):
            raise ValueError('Census cells must be nonnegative integers')
        require_equal(total, full['F'][name]+full['M'][name], 'Census sex sum: ' + name)
    totals = {'count': sum(full['ALL'].values()),
              'F': sum(full['F'].values()), 'M': sum(full['M'].values())}
    require_equal(totals, core['census_population']['published_named_spelling_totals'],
                  'Census full named-population totals')
    wanted = {spelling for group in core['groups'].values() for spelling in group['variants']}
    expected_names = wanted & set(full['ALL'])
    seen = set()
    for name, female, male in core['census']:
        if name in seen:
            raise ValueError('Duplicated selected Census spelling: ' + name)
        seen.add(name)
        require_equal([female, male], [full['F'][name], full['M'][name]],
                      'Selected Census F/M counts: ' + name)
    require_equal(seen, expected_names, 'Selected Census spelling coverage')
    return {'full_spelling_count': len(full['ALL']), 'named_population_totals': totals,
            'selected_spellings_verified': len(seen), 'selected_sex_cells_verified': 2*len(seen),
            'all_named_counts_equal_female_plus_male': True}



def validate_surnames(full, comparison, facts):
    """Check every illustrative surname against the complete published map."""
    if 'ALL OTHER NAMES' in full or any(name != name.upper() for name in full):
        raise ValueError('Surname map must contain only uppercase individual names')
    if any(type(count) is not int or count < 100 for count in full.values()):
        raise ValueError('Surname map violates the publication floor')
    require_equal(len(full), facts['published_spellings'], '2010 surname row count')
    require_equal(sum(full.values()), facts['published_bearers'], '2010 surname population')
    require_equal(min(full.values()), facts['minimum_published_count'], '2010 surname minimum')
    require_equal(sha256(json_bytes(dict(sorted(full.items())))),
                  facts['canonical_numeric_sha256'], '2010 surname numeric SHA256')
    selected = set()
    for family in comparison['surnames']['families']:
        for spelling, count in family['counts'].items():
            require_equal(count, full.get(spelling.upper()), '2010 surname count: ' + spelling)
            selected.add(spelling.upper())
    return {'full_published_spellings': len(full), 'full_published_bearers': sum(full.values()),
            'selected_spellings_verified': len(selected), 'all_selected_counts_match_exactly': True}


def rebuild_country_counts(current, ons, comparison):
    """Recompute every frozen country-period dictionary from full source data."""
    lookup = {(name, sex): (start, values) for name, sex, start, values in current}
    fresh = copy.deepcopy(comparison)
    distributions, positive_counts = 0, 0
    for family in fresh['country']['families']:
        for period, (first, last) in fresh['country']['periods'].items():
            counts = {'US': {}, 'EW': {}}
            for spelling in family['variants']:
                us = ew = 0
                for sex in ['F', 'M']:
                    if (spelling, sex) in lookup:
                        start, values = lookup[(spelling, sex)]
                        lo, hi = max(0, first-start), min(len(values), last-start+1)
                        if lo < hi:
                            us += sum(values[lo:hi])
                    ew += sum(count for year, count in ons[sex].get(spelling, {}).items()
                              if first <= int(year) <= last)
                if us:
                    counts['US'][spelling] = us
                if ew:
                    counts['EW'][spelling] = ew
            for country in ['US', 'EW']:
                require_equal(counts[country], family['counts'][period][country],
                              'Country counts: ' + family['name'] + '/' + period + '/' + country)
                distributions += 1
                positive_counts += len(counts[country])
            family['counts'][period] = counts
    return fresh, {'families': len(fresh['country']['families']),
                   'periods': list(fresh['country']['periods']),
                   'distributions_verified': distributions,
                   'positive_spelling_counts_verified': positive_counts,
                   'all_counts_match_exactly': True}


def verify(markdown_text):
    manifest = json.loads(extract_block(markdown_text, 'payload-manifest.json'))
    facts = json.loads(extract_block(markdown_text, 'source-facts.json'))
    core = json.loads(extract_block(markdown_text, 'core-data.json'))
    comparison = json.loads(extract_block(markdown_text, 'comparison-data.json'))
    needed = {'ssa-full.json.xz.base64', 'ssa-old-patch.json.xz.base64',
              'census-full.json.xz.base64', 'ons-full.json.xz.base64',
              'surnames2010-full.json.xz.base64'}
    if not needed <= set(manifest['payloads']):
        raise ValueError('A required full-source payload is absent')
    decoded = {}
    verified_payloads = []
    for block_id in manifest['payloads']:
        value = load_payload(markdown_text, block_id, manifest)
        verified_payloads.append(block_id)
        if block_id in needed:
            decoded[block_id] = value
    current = decoded['ssa-full.json.xz.base64']
    patch = decoded['ssa-old-patch.json.xz.base64']
    census = decoded['census-full.json.xz.base64']
    ons = decoded['ons-full.json.xz.base64']
    surnames = decoded['surnames2010-full.json.xz.base64']
    current_stats = check_series(current, facts['current_ssa'], 'Current SSA')
    require_equal(current_stats['years'], core['source_years'], 'Core SSA coverage')
    require_equal(current_stats['annual_totals'], core['ssa_population_years'],
                  'Core SSA annual denominators')
    require_equal(core['sources']['ssa']['sha256'], facts['current_ssa']['source_zip_sha256'],
                  'SSA source provenance')
    distinct = population_distinct(current, core['periods'])
    require_equal(distinct, core['ssa_population_distinct'], 'SSA period distinct counts')
    earlier = patch_ssa_series(current, patch)
    earlier_stats = check_series(earlier, facts['earlier_ssa'], 'Earlier SSA')
    require_equal(len(patch), facts['patch_rows'], 'SSA patch row count')
    del earlier
    census_stats = validate_census(census, core, facts['census2020'])
    require_equal(set(ons), {'F', 'M'}, 'ONS population keys')
    ons_keys = {sex: len(names) for sex, names in ons.items()}
    ons_cells = sum(len(years) for names in ons.values() for years in names.values())
    require_equal(ons_keys, facts['ons']['stored_spelling_keys'], 'ONS stored spelling keys')
    require_equal(ons_cells, facts['ons']['stored_spelling_sex_year_cells'], 'ONS stored cells')
    if any(type(count) is not int or count < 3 or not 1996 <= int(year) <= 2025
           for names in ons.values() for years in names.values() for year, count in years.items()):
        raise ValueError('ONS cell violates the stated period or publication floor')
    fresh, country_stats = rebuild_country_counts(current, ons, comparison)
    surname_stats = validate_surnames(surnames, fresh, facts['census2010_surnames'])
    results = compute_comparisons(fresh)
    summary = {
        'schema': 'name-spelling-source-validation-v1', 'all_checks_passed': True,
        'payload_hashes_and_sizes_verified': verified_payloads,
        'current_ssa': current_stats, 'earlier_ssa': earlier_stats,
        'patch_rows': len(patch), 'ssa_period_distinct': distinct,
        'ssa_core_annual_denominators_match_exactly': True,
        'census2020': census_stats,
        'ons': {'stored_spelling_keys': ons_keys, 'stored_spelling_sex_year_cells': ons_cells},
        'country_comparison': country_stats,
        'surname_comparison': {
            **surname_stats,
            'families_recomputed': len(fresh['surnames']['families']),
            'frozen_spelling_counts': sum(len(row['counts']) for row in fresh['surnames']['families']),
            'scope': 'All selected counts match the complete embedded published 2010 surname map, excluding the aggregate ALL OTHER NAMES row; scores are independently recomputed.'},
        'source_scope': 'Verifies embedded payloads and recorded numeric source facts; original archive/workbook byte hashes are provenance, not fresh downloads.'}
    return summary, results


def main():
    parser = argparse.ArgumentParser(description=__doc__)
    parser.add_argument('--markdown', type=Path, required=True)
    parser.add_argument('--output', type=Path, required=True)
    args = parser.parse_args()
    summary, comparisons = verify(args.markdown.read_text())
    args.output.mkdir(parents=True, exist_ok=True)
    (args.output / 'source_validation.json').write_text(json.dumps(summary, ensure_ascii=False, indent=2)+'\n')
    (args.output / 'comparisons.json').write_text(json.dumps(comparisons, ensure_ascii=False, indent=2)+'\n')
    print(json.dumps({'all_checks_passed': True,
                      'payloads_verified': len(summary['payload_hashes_and_sizes_verified']),
                      'current_ssa_published_cells': summary['current_ssa']['published_cells'],
                      'earlier_ssa_published_cells': summary['earlier_ssa']['published_cells'],
                      'core_distinct_count_windows': len(summary['ssa_period_distinct']),
                      'selected_census_sex_cells': summary['census2020']['selected_sex_cells_verified'],
                      'country_distributions': summary['country_comparison']['distributions_verified'],
                      'surname_families': summary['surname_comparison']['families_recomputed']}, indent=2))


if __name__ == '__main__':
    main()
```


### Lexical and Temporal Checks {.collapse}

```{.python #validate_methods.py}
#!/usr/bin/env python3
"""Evaluate fixed pronunciation keys and temporal controls from one Markdown file.

Python 3.10+; standard library only. No model inference, network access, pickle,
or source-archive code execution occurs. Inputs are frozen data; all reported
frequencies, pair scores, correlations, and control eligibility are recomputed.

    python3 -S validate_methods.py --markdown report.md --output reproduced

The accompanying reproduce_names.py supplies the checked payload decoder.
"""
import argparse
import csv
import hashlib
import itertools
import json
import math
import re
import statistics
import unicodedata
from collections import Counter, defaultdict
from functools import lru_cache
from pathlib import Path


def patch_ssa_series(current_series, replacements, maximum_year=2024):
    """Apply [name, sex, year, old_count] cells and return canonical old series."""
    series = {}
    for name, sex, first, counts in current_series:
        if first <= maximum_year:
            key = (name, sex)
            if key in series:
                raise ValueError('Duplicate SSA series: ' + repr(key))
            series[key] = [first, list(counts[:maximum_year - first + 1])]
    seen = set()
    for name, sex, year, count in replacements:
        if not (1880 <= year <= maximum_year and isinstance(count, int) and count >= 0):
            raise ValueError('Invalid historical replacement cell')
        cell = (name, sex, year)
        if cell in seen:
            raise ValueError('Duplicate historical replacement cell')
        seen.add(cell)
        key = (name, sex)
        first, values = series.setdefault(key, [year, []])
        if year < first:
            values[:0] = [0] * (first - year)
            first = year
            series[key][0] = first
        index = year - first
        if index >= len(values):
            values.extend([0] * (index + 1 - len(values)))
        values[index] = count
    result = []
    for (name, sex), (first, counts) in sorted(series.items()):
        nonzero = [i for i, count in enumerate(counts) if count]
        if nonzero:
            low, high = nonzero[0], nonzero[-1]
            result.append([name, sex, first + low, counts[low:high + 1]])
    return result


def ipa_key(ipa):
    """Reference normalization, including its explicit accent/notation choices."""
    text = unicodedata.normalize('NFC', ipa)
    for character in ('ː', '\u0361', '\u0329', 'ˈ', 'ˌ', '.', '\u0303', '\u032f', 'ʰ', '\u0325'):
        text = text.replace(character, '')
    text = ' ' + ' '.join(text.split()) + ' '
    for separated, joined in (('e ɪ', 'eɪ'), ('a ɪ', 'aɪ'), ('o ʊ', 'oʊ'),
                              ('ə ʊ', 'oʊ'), ('a ʊ', 'aʊ'), ('ɔ ɪ', 'ɔɪ')):
        text = text.replace(' ' + separated + ' ', ' ' + joined + ' ')
    replacements = {'ɹ': 'r', 'ɚ': 'ə r', 'ɝ': 'ɜ r', 'ɒ': 'ɑ', 'ɐ': 'ə',
                    'ɫ': 'l', 'ɾ': 't', 'ʔ': 't', 'g': 'ɡ', 'e': 'eɪ', 'o': 'oʊ'}
    tokens = [part for token in text.split()
              for part in replacements.get(token, token).split()]
    merged = ['ɑ' if token == 'ɔ' and not (index + 1 < len(tokens)
              and tokens[index + 1] == 'r') else token
              for index, token in enumerate(tokens)]
    return ' '.join(token for index, token in enumerate(merged)
                    if index == 0 or token != merged[index - 1])


def pair_set(groups):
    return {pair for group in groups.values()
            for pair in itertools.combinations(sorted(set(group)), 2)}


def pair_metrics(predicted, reference):
    both = len(predicted & reference)
    return {'method_pairs': len(predicted), 'wiki_pairs': len(reference), 'both': both,
            'precision': both / len(predicted) if predicted else None,
            'recall': both / len(reference) if reference else None}


def summary(values):
    values = [value for value in values if math.isfinite(value)]
    n = len(values)
    return {'n': n, 'median': statistics.median(values) if n else None,
            'share_ge_0_8': sum(value >= .8 for value in values) / n if n else None,
            'share_ge_0_9': sum(value >= .9 for value in values) / n if n else None}


def pearson(a, b):
    if len(a) < 3:
        return float('nan')
    ma, mb = math.fsum(a) / len(a), math.fsum(b) / len(b)
    aa, bb = [x - ma for x in a], [x - mb for x in b]
    va, vb = math.fsum(x * x for x in aa), math.fsum(x * x for x in bb)
    if va == 0 or vb == 0:
        return float('nan')
    return min(1.0, max(-1.0, math.fsum(x * y for x, y in zip(aa, bb)) / math.sqrt(va * vb)))


def compute_method_validation(data, current_series, patch, core_data):
    """Return independently computed benchmarks; core_data['groups'] defines cores."""
    if data['schema'] != 'name-spelling-method-data-v1':
        raise ValueError('Unsupported methods data schema')
    old_series = patch_ssa_series(current_series, patch)
    canonical = json.dumps(old_series, ensure_ascii=False, separators=(',', ':')).encode()
    old_hash = hashlib.sha256(canonical).hexdigest()
    if old_hash != data['provenance']['old_series_sha256']:
        raise ValueError('Historical SSA reconstruction checksum mismatch')
    years = list(range(1880, 2025))
    records = {(sex, name): (first, counts) for name, sex, first, counts in old_series}
    births = {key: sum(counts) for key, (_, counts) in records.items()}
    totals = {sex: [0] * len(years) for sex in ('F', 'M')}
    pooled = Counter()
    for (sex, name), (first, counts) in records.items():
        pooled[name] += births[sex, name]
        for offset, count in enumerate(counts):
            totals[sex][first + offset - 1880] += count

    names = data['name_keys']
    name_keys = {row[0]: row for row in names}
    key_count = len(data['key_strings'])
    assert len(name_keys) == len(names)
    assert all(row[1] in ('cmu', 'g2p') and 0 <= row[2] < key_count
               and 0 <= row[3] < key_count for row in names)
    assigned = {(sex, names[index][0]): final for index, sex, final in data['assignments']}
    assert len(assigned) == len(data['assignments'])
    assert set(assigned) == set(records)
    assert all(0 <= value < key_count for value in assigned.values())
    assert set(name_keys) == set(pooled)

    wiki_text = data['wikipron_tsv']
    if hashlib.sha256(wiki_text.encode()).hexdigest() != data['provenance']['wikipron_sha256']:
        raise ValueError('WikiPron input checksum mismatch')
    raw_pronunciations = defaultdict(list)
    words, wiki_rows = set(), 0
    for line in wiki_text.splitlines():
        word, ipa = line.split('\t')
        words.add(word)
        wiki_rows += 1
        if re.fullmatch('[A-Z][a-z]+', word):
            raw_pronunciations[word].append(ipa)
    wiki = {name: [ipa_key(value) for value in values]
            for name, values in raw_pronunciations.items()}
    majority = {}
    for (sex, name), count in births.items():
        if name not in majority or count > majority[name][1]:
            majority[name] = (sex, count)
    selected = {name: sex for name, (sex, count) in majority.items()
                if count >= 1000 and name in wiki}
    reference_first, reference_any, unsexed = defaultdict(list), defaultdict(list), defaultdict(list)
    predictions = {method: defaultdict(list) for method in ('k_strict', 'k_loose', 'k_attr', 'k_meta')}
    for name, sex in selected.items():
        reference_first[sex, wiki[name][0]].append(name)
        unsexed[wiki[name][0]].append(name)
        for value in set(wiki[name]):
            reference_any[sex, value].append(name)
        _, _, strict, loose, meta = name_keys[name]
        for method, value in [('k_strict', strict), ('k_loose', loose),
                              ('k_attr', assigned[sex, name]), ('k_meta', meta)]:
            predictions[method][sex, value].append(name)
    first_pairs, any_pairs = pair_set(reference_first), pair_set(reference_any)
    metric_rows = []
    for scenario, reference in [('first_ipa_consistent_same_sex', first_pairs),
                                ('any_shared_ipa_consistent_same_sex', any_pairs)]:
        for method, groups in predictions.items():
            metric_rows.append({'scenario': scenario, 'method': method, 'names': len(selected),
                                **pair_metrics(pair_set(groups), reference)})
    covered = set(pooled) & wiki.keys()
    coverage = {
        'tsv_rows': wiki_rows, 'unique_exact_tsv_words': len(words),
        'proper_filter_unique_words': len(wiki), 'ssa_name_sex_rows': len(births),
        'ssa_unique_spellings': len(pooled), 'ssa_births': sum(pooled.values()),
        'ssa_covered_spellings': len(covered),
        'ssa_covered_name_sex_rows': sum(name in wiki for sex, name in births),
        'ssa_covered_births': sum(pooled[name] for name in covered),
        'spelling_coverage': len(covered) / len(pooled),
        'birth_coverage': sum(pooled[name] for name in covered) / sum(pooled.values()),
        'agreement_names': len(selected),
        'agreement_sources': dict(Counter(name_keys[name][1] for name in selected)),
        'agreement_names_multiple_raw_ipa': sum(len(raw_pronunciations[name]) > 1 for name in selected),
        'agreement_names_multiple_normalized_ipa': sum(len(set(wiki[name])) > 1 for name in selected),
        'all_properword_pronunciation_lists_lexicographically_sorted': all(
            values == sorted(values) for values in raw_pronunciations.values()),
        'same_sex_first_ipa_pairs': len(first_pairs), 'same_sex_any_ipa_pairs': len(any_pairs),
        'unsexed_first_ipa_pairs': len(pair_set(unsexed)),
    }
    family_rows = []
    for family, entry in core_data['groups'].items():
        variants = set(entry['variants'])
        present, eligible = sorted(variants & wiki.keys()), sorted(variants & selected.keys())
        total = sum(pooled[name] for name in variants)
        covered_total = sum(pooled[name] for name in present)
        family_rows.append({'family': family, 'spellings': len(variants),
                            'ssa_births_in_supplied_csv': total,
                            'wikipron_spellings': len(present), 'wikipron_births': covered_total,
                            'wikipron_birth_share': covered_total / total if total else None,
                            'agreement_spellings': len(eligible),
                            'possible_within_family_pairs_in_agreement': len(eligible) * (len(eligible) - 1) // 2,
                            'wikipron_spellings_list': ' | '.join(present),
                            'agreement_spellings_list': ' | '.join(eligible)})
    coverage.update(curated_families=len(family_rows),
                    zero_covered_families=sum(row['wikipron_spellings'] == 0 for row in family_rows),
                    fewer_than_two_comparison_variants=sum(row['agreement_spellings'] < 2 for row in family_rows))

    @lru_cache(maxsize=None)
    def vector(sex, name):
        first, values = records[sex, name]
        result = [0] * len(years)
        result[first - 1880:first - 1880 + len(values)] = values
        return result

    @lru_cache(maxsize=None)
    def logs(sex, name):
        return [math.log((count + .5) / total)
                for count, total in zip(vector(sex, name), totals[sex])]

    @lru_cache(maxsize=None)
    def correlation(sex, a, b):
        active = [x > 0 or y > 0 for x, y in zip(vector(sex, a), vector(sex, b))]
        if sum(active) < 10:
            return float('nan')
        return pearson([x for x, keep in zip(logs(sex, a), active) if keep],
                       [y for y, keep in zip(logs(sex, b), active) if keep])

    temporal = data['temporal']
    pool = sorted(key for key, count in births.items() if count >= 500)
    pool_set = set(pool)
    features = {}
    for key in pool:
        first, counts = records[key]
        features[key] = (births[key], sum((first + i) * n for i, n in enumerate(counts)) / births[key],
                         sum(n > 0 for n in counts))
    family_members = defaultdict(list)
    for key, group in assigned.items():
        family_members[key[0], group].append(key)
    family_metrics = {}
    for group, members in family_members.items():
        count = sum(births[key] for key in members)
        if count >= 50000:
            family_metrics[group] = count * count / sum(births[key] ** 2 for key in members)
    top_groups = set(sorted(family_metrics, key=family_metrics.get, reverse=True)[:40])
    pair_plan = [tuple(row) for row in temporal['pairs']]
    assert len(set(pair_plan)) == len(pair_plan)
    heads = {(sex, head) for sex, head, member in pair_plan}
    assert {(sex, assigned[sex, head]) for sex, head in heads} == top_groups
    expected_pairs = set()
    for sex, head in heads:
        members = family_members[sex, assigned[sex, head]]
        assert births[sex, head] == max(births[key] for key in members)
        expected_pairs.update((sex, head, name) for s, name in members
                              if name != head and births[s, name] >= 500)
    assert expected_pairs == set(pair_plan)
    moved = {(sex, name) for sex, name, source, target in temporal['moves']}
    pair_values = {pair: correlation(*pair) for pair in pair_plan}
    assert all(math.isfinite(value) for value in pair_values.values())
    random_values, matched_plan = [], defaultdict(list)
    for kind, sex, head, member, control in temporal['controls']:
        assert (sex, head) in pool_set and (sex, control) in pool_set and head != control
        if kind == 'random':
            assert member == ''
            value = correlation(sex, head, control)
            assert math.isfinite(value)
            random_values.append(value)
        else:
            assert kind == 'matched'
            matched_plan[sex, head, member].append(control)
    assert set(matched_plan) == set(pair_plan)
    matched_values, pair_details = [], []
    for sex, head, member in pair_plan:
        count, mean, active = features[sex, member]
        head_group = assigned[sex, head]
        eligible = {key for key in pool if key[0] == sex and key[1] not in (head, member)
                    and assigned[key] != head_group
                    and count / 2 <= features[key][0] <= 2 * count
                    and abs(features[key][1] - mean) <= 5
                    and abs(features[key][2] - active) <= 15}
        controls = matched_plan[sex, head, member]
        assert len(controls) == 20
        values = []
        for control in controls:
            assert (sex, control) in eligible, (sex, head, member, control)
            value = correlation(sex, control, head)
            assert math.isfinite(value)
            values.append(value)
        matched_values.extend(values)
        member_r, control_r = pair_values[sex, head, member], statistics.median(values)
        pair_details.append({'sex': sex, 'head': head, 'member': member,
                             'member_r': member_r, 'control_median_r': control_r,
                             'member_minus_control_median': member_r - control_r,
                             'candidate_controls': len(eligible)})
    counterexamples = [{'sex': sex, 'name_a': a, 'name_b': b, 'r': correlation(sex, a, b)}
                       for sex, a, b in temporal['counterexamples']]
    temporal_results = {
        'years': [1880, 2024], 'top_family_count': len(heads), 'control_pool_spelling_sex_rows': len(pool),
        'top40_pairs': summary(pair_values.values()),
        'never_attracted_member_pairs': summary(value for (sex, head, member), value in pair_values.items()
                                                 if (sex, member) not in moved),
        'random_same_sex': summary(random_values), 'era_matched_controls': summary(matched_values),
        'era_matched_median_member_minus_control': statistics.median(
            row['member_minus_control_median'] for row in pair_details),
        'era_matched_share_members_above_control_median': sum(
            row['member_minus_control_median'] > 0 for row in pair_details) / len(pair_details),
        'all_control_eligibility_verified': True,
        'counterexamples': counterexamples, 'pair_details': pair_details,
    }
    return {'schema': 'name-spelling-method-results-v1',
            'historical_ssa_numeric_sha256': old_hash,
            'historical_ssa_annual_totals': [[year, totals['F'][i], totals['M'][i]] for i, year in enumerate(years)],
            'wiki': {'coverage': coverage, 'metrics': metric_rows, 'family_coverage': family_rows},
            'temporal': temporal_results}


def write_csv(path, rows):
    if rows:
        with path.open('w', newline='', encoding='utf-8') as handle:
            writer = csv.DictWriter(handle, fieldnames=list(rows[0]))
            writer.writeheader()
            writer.writerows(rows)


def main():
    parser = argparse.ArgumentParser(description=__doc__)
    parser.add_argument('--markdown', required=True, type=Path)
    parser.add_argument('--output', required=True, type=Path)
    args = parser.parse_args()
    from reproduce_names import extract_block, load_payload
    text = args.markdown.read_text(encoding='utf-8')
    core = json.loads(extract_block(text, 'core-data.json'))
    data = load_payload(text, 'method-data.json.xz.base64')
    series = load_payload(text, 'ssa-full.json.xz.base64')
    patch = load_payload(text, 'ssa-old-patch.json.xz.base64')
    result = compute_method_validation(data, series, patch, core)
    args.output.mkdir(parents=True, exist_ok=True)
    (args.output / 'method_validation.json').write_text(
        json.dumps(result, ensure_ascii=False, indent=2, allow_nan=False) + '\n', encoding='utf-8')
    write_csv(args.output / 'method_wiki_metrics.csv', result['wiki']['metrics'])
    write_csv(args.output / 'method_family_coverage.csv', result['wiki']['family_coverage'])
    write_csv(args.output / 'method_temporal_pairs.csv', result['temporal']['pair_details'])
    print(json.dumps({'historical_ssa_numeric_sha256': result['historical_ssa_numeric_sha256'],
                      'wiki_coverage': result['wiki']['coverage'],
                      'temporal_pairs': result['temporal']['top40_pairs'],
                      'matched_controls': result['temporal']['era_matched_controls']}, indent=2))


if __name__ == '__main__':
    main()
```


### Guessing Coverage {.collapse}

```{.python #extension_guessing.py}
#!/usr/bin/env python3
"""Compute optimal spelling-list coverage and guessing quantiles offline.

    python3 -S extension_guessing.py --markdown report.md --output reproduced

Python 3.10+; standard library only. The accompanying reproduce_names.py
provides the checked payload decoder and shared diversity definitions.
Counts are reaggregated from the embedded full SSA series, not read from a
cached ranking. No network or third-party packages are used.
"""
import argparse
from collections import Counter
import csv
import json
import math
from pathlib import Path


COVERAGE_LENGTHS = (1, 2, 3, 5, 10)
QUANTILES = (50, 80, 90, 95, 99)


def guessing_metrics(counts):
    """Return exact-count coverage thresholds for a frequency-ordered list."""
    from reproduce_names import metrics
    ordered = sorted(((name, count) for name, count in counts.items() if count > 0),
                     key=lambda row: (-row[1], row[0]))
    total = sum(count for _, count in ordered)
    if not total:
        raise ValueError('Guessing quantiles require a nonempty distribution')
    cumulative = [0]
    for _, count in ordered:
        assert type(count) is int
        cumulative.append(cumulative[-1] + count)
    shared = metrics(dict(ordered))
    result = {'births': total, 'K': len(ordered), 'D1': shared['effective'],
              'expected_guesses': shared['expected_guesses']}
    for length in COVERAGE_LENGTHS:
        result['C' + str(length)] = cumulative[min(length, len(ordered))] / total
    for percentile in QUANTILES:
        # Integer comparisons avoid moving a threshold through floating rounding.
        length = next(k for k in range(1, len(cumulative))
                      if 100 * cumulative[k] >= percentile * total)
        assert 100 * cumulative[length-1] < percentile * total
        assert 100 * cumulative[length] >= percentile * total
        result['G' + str(percentile)] = length
    result['G100'] = len(ordered)
    assert result['C1'] <= result['C2'] <= result['C3'] <= result['C5'] <= result['C10'] <= 1
    assert result['G50'] <= result['G80'] <= result['G90'] <= result['G95'] <= result['G99'] <= result['G100']
    assert abs(result['C1'] + shared['guess_error'] - 1) < 1e-12
    # Tail-sum identity: E[G] = sum_{k=0}^{K-1} P(G > k).
    tail_mean = math.fsum((total - count) / total for count in cumulative[:-1])
    assert abs(tail_mean - result['expected_guesses']) < 1e-12
    return result


def compute_guessing(core_data, series):
    """Reaggregate the main cohort and rank eligible families by list length."""
    first, last = (int(value) for value in core_data['baseline_period'].split('-'))
    groups = core_data['groups']
    wanted = {spelling for group in groups.values() for spelling in group['variants']}
    pooled = Counter()
    for spelling, sex, start, values in series:
        if spelling not in wanted:
            continue
        assert sex in ('F', 'M')
        lower, upper = max(0, first-start), min(len(values), last-start+1)
        if lower < upper:
            pooled[spelling] += sum(values[lower:upper])
    rows = []
    for family, group in groups.items():
        counts = {spelling: pooled[spelling] for spelling in group['variants']}
        row = {'family': family, 'category': group['category'], **guessing_metrics(counts)}
        rows.append(row)
    eligible = [row for row in rows if row['category'] == 'reviewed'
                and row['births'] >= core_data['minimum_main_births']]
    rankings = {}
    for percentile in QUANTILES:
        key = 'G' + str(percentile)
        rankings[key] = [row['family'] for row in sorted(
            eligible, key=lambda row: (-row[key], -row['D1'], -row['births'], row['family']))]
    return {'schema': 'name-spelling-guessing-v1', 'period': core_data['baseline_period'],
            'sex_scope': 'ALL', 'minimum_main_births': core_data['minimum_main_births'],
            'ranking_rule': 'Descending guessing quantile; ties broken by descending D1, descending births, then family alphabetically.',
            'coverage_definition': 'Ck is the fraction of retained published births covered by the k most frequent spellings.',
            'quantile_definition': 'Gq is the smallest number of frequency-ordered spellings covering at least q percent; threshold comparisons use integer counts.',
            'rows': rows, 'rankings': rankings}


def main():
    parser = argparse.ArgumentParser(description=__doc__)
    parser.add_argument('--markdown', required=True, type=Path)
    parser.add_argument('--output', required=True, type=Path)
    args = parser.parse_args()
    from reproduce_names import extract_block, load_payload
    text = args.markdown.read_text(encoding='utf-8-sig')
    core = json.loads(extract_block(text, 'core-data.json'))
    series = load_payload(text, core['ssa_source_block'])
    result = compute_guessing(core, series)
    args.output.mkdir(parents=True, exist_ok=True)
    (args.output / 'extension_guessing.json').write_text(
        json.dumps(result, ensure_ascii=False, indent=2) + '\n', encoding='utf-8')
    with (args.output / 'spelling_guessing_scores.csv').open('w', newline='', encoding='utf-8') as handle:
        writer = csv.DictWriter(handle, fieldnames=list(result['rows'][0]))
        writer.writeheader()
        writer.writerows(result['rows'])
    print('Recomputed guessing curves for ' + str(len(result['rows'])) + ' families.')
    print('G90 leaders: ' + ', '.join(result['rankings']['G90'][:10]))


if __name__ == '__main__':
    main()
```


### Cohort Conditioning {.collapse}

```{.python #extension_cohort.py}
#!/usr/bin/env python3
"""Recompute spelling uncertainty conditional on birth cohort and recorded sex.

    python3 -S extension_cohort.py --markdown report.md --output reproduced

Python 3.10+, standard library only. Uses the report's full SSA count payload and
explicit core dictionaries; it neither samples records nor predicts readings.
The final decade is the observed interval 2020–2025, not an extrapolated decade.
"""
import argparse
import csv
import json
import math
from collections import Counter, defaultdict
from pathlib import Path

from reproduce_names import extract_block, load_payload, metrics


CONTEXTS = {
    'pooled': 'No sex or cohort information',
    'sex': 'Recorded sex',
    'decade': 'Birth decade; 2020–2025 is the final partial decade',
    'sex_decade': 'Recorded sex and birth decade',
    'year': 'Exact recorded birth year',
    'sex_year': 'Recorded sex and exact recorded birth year',
}
FIELDS = ('births', 'entropy_bits', 'effective', 'guess_error', 'expected_guesses')


def distribution(counts):
    """The same ordering/arithmetic as the main engine, without unused measures."""
    ordered = sorted(counts.items(), key=lambda item: (-item[1], item[0]))
    total = sum(n for _, n in ordered)
    if not total:
        return dict(births=0, entropy_bits=0.0, effective=0.0,
                    guess_error=0.0, expected_guesses=0.0, burden=0)
    probabilities = [n / total for _, n in ordered]
    entropy = -sum(p * math.log2(p) for p in probabilities)
    return dict(births=total, entropy_bits=entropy, effective=2 ** entropy,
                guess_error=1 - probabilities[0],
                expected_guesses=sum(i * p for i, p in enumerate(probabilities, 1)),
                burden=total-ordered[0][1])


def conditioned(partitions):
    """Average entropy/cost over occupied contexts, weighted by published births."""
    groups = [distribution(partitions[key]) for key in sorted(partitions)]
    total = sum(group['births'] for group in groups)
    if not total:
        return {key: 0 if key == 'births' else 0.0 for key in FIELDS}
    entropy = sum(group['births'] * group['entropy_bits'] for group in groups) / total
    return dict(births=total, entropy_bits=entropy, effective=2 ** entropy,
                guess_error=sum(group['burden'] for group in groups) / total,
                expected_guesses=sum(group['births'] * group['expected_guesses']
                                     for group in groups) / total)


def compute_cohort_extension(core, series):
    groups = core['groups']
    membership = {}
    for family, rule in groups.items():
        for spelling in rule['variants']:
            assert spelling not in membership
            membership[spelling] = family
    partitions = {family: {context: defaultdict(Counter) for context in CONTEXTS}
                  for family in groups}
    for spelling, sex, first_year, annual_counts in series:
        if spelling not in membership:
            continue
        assert sex in ('F', 'M')
        family = membership[spelling]
        for offset, count in enumerate(annual_counts):
            year = first_year + offset
            if count and 1950 <= year <= 2025:
                assert type(count) is int and count >= 5
                decade = year // 10 * 10
                keys = {'pooled': 'ALL', 'sex': sex, 'decade': decade,
                        'sex_decade': (decade, sex), 'year': year,
                        'sex_year': (year, sex)}
                for context, key in keys.items():
                    partitions[family][context][key][spelling] += count
    rows, scores = [], {}
    for family, family_partitions in partitions.items():
        values = {context: conditioned(partitions_) for context, partitions_ in family_partitions.items()}
        # Preserve exact published pooled and sex-conditioned reference arithmetic.
        pooled = metrics(family_partitions['pooled']['ALL'])
        values['pooled'] = {field: pooled[field] for field in FIELDS}
        female = metrics(family_partitions['sex'].get('F', {}))
        male = metrics(family_partitions['sex'].get('M', {}))
        if pooled['births']:
            sex_h = sum(x['births'] * x['entropy_bits'] for x in (female, male)) / pooled['births']
            reference = dict(births=pooled['births'], entropy_bits=sex_h, effective=2 ** sex_h,
                guess_error=sum(x['burden'] for x in (female, male)) / pooled['births'],
                expected_guesses=sum(x['births'] * x['expected_guesses'] for x in (female, male)) / pooled['births'])
            assert values['sex'] == reference
        assert len({value['births'] for value in values.values()}) == 1
        for less, more in [('pooled', 'sex'), ('pooled', 'decade'), ('decade', 'year'),
                           ('sex', 'sex_decade'), ('decade', 'sex_decade'),
                           ('sex_decade', 'sex_year'), ('year', 'sex_year')]:
            for field in ('entropy_bits', 'effective', 'guess_error', 'expected_guesses'):
                assert values[more][field] <= values[less][field] + 1e-10, (family, field, less, more)
        scores[family] = values
        for context, value in values.items():
            rows.append(dict(family=family, category=groups[family]['category'],
                             context=context, **value,
                             information_gain_bits=values['pooled']['entropy_bits']-value['entropy_bits']))
    eligible = [family for family in groups if groups[family]['category'] == 'reviewed'
                and scores[family]['pooled']['births'] >= core['minimum_main_births']]
    rankings = {
        context: {metric: sorted(eligible, key=lambda family:
                  (-scores[family][context][metric], -scores[family]['pooled']['births'], family))
                  for metric in ('effective', 'guess_error', 'expected_guesses')}
        for context in CONTEXTS}
    gains = sorted(eligible, key=lambda family:
                   (-(scores[family]['sex']['entropy_bits'] - scores[family]['sex_decade']['entropy_bits']), family))
    decade_leaders = []
    for decade in range(1950, 2026, 10):
        candidates = []
        for family, rule in groups.items():
            if rule['category'] != 'reviewed':
                continue
            value = distribution(partitions[family]['decade'].get(decade, {}))
            if value['births'] >= 1000:
                candidates.append(dict(family=family, **{field: value[field] for field in FIELDS}))
        candidates.sort(key=lambda value: (-value['effective'], -value['births'], value['family']))
        decade_leaders.append(dict(period=[decade, min(decade+9, 2025)],
                                   minimum_births=1000, eligible_families=len(candidates),
                                   leaders=candidates[:3]))
    return dict(schema='name-spelling-cohort-results-v1', period=[1950, 2025],
                contexts=CONTEXTS, decade_intervals=[[year, min(year + 9, 2025)]
                    for year in range(1950, 2026, 10)], eligible_families=len(eligible),
                rankings=rankings, cohort_information_given_sex_ranking=gains,
                decade_leaders=decade_leaders, rows=rows)


def compact_result(result):
    """Keep complete results readable without repeating keys in every cell."""
    families = defaultdict(dict)
    for row in result['rows']:
        families[row['family']][row['context']] = row
    compact = {key: value for key, value in result.items() if key != 'rows'}
    compact['family_columns'] = ['family', 'category', 'births', 'scores']
    compact['score_columns'] = ['entropy_bits', 'effective', 'guess_error', 'expected_guesses']
    compact['score_contexts'] = list(result['contexts'])
    compact['families'] = [[name, rows['pooled']['category'], rows['pooled']['births'],
         [[rows[context][metric] for metric in compact['score_columns']]
          for context in compact['score_contexts']]] for name, rows in families.items()]
    return compact


def main():
    parser = argparse.ArgumentParser(description=__doc__)
    parser.add_argument('--markdown', required=True, type=Path)
    parser.add_argument('--output', required=True, type=Path)
    args = parser.parse_args()
    text = args.markdown.read_text(encoding='utf-8-sig')
    core = json.loads(extract_block(text, 'core-data.json'))
    series = load_payload(text, 'ssa-full.json.xz.base64')
    result = compute_cohort_extension(core, series)
    args.output.mkdir(parents=True, exist_ok=True)
    (args.output / 'cohort_conditioning.json').write_text(
        json.dumps(compact_result(result), ensure_ascii=False, separators=(',', ':'))+'\n', encoding='utf-8')
    with (args.output / 'cohort_conditioning.csv').open('w', newline='', encoding='utf-8') as stream:
        writer = csv.DictWriter(stream, fieldnames=list(result['rows'][0]))
        writer.writeheader()
        writer.writerows(result['rows'])
    print('Cohort-conditioned families: ' + str(result['eligible_families']))
    print('Sex and decade D1 leaders: ' + ', '.join(result['rankings']['sex_decade']['effective'][:10]))


if __name__ == '__main__':
    main()
```


### Complete Results Verification {.collapse}

```{.python #extension_results.py}
#!/usr/bin/env python3
"""Rebuild and verify the report's complete, uncompressed numerical-results CSV.

Run after reproduce_names.py has populated the same output directory:
    python3 -S extension_results.py --markdown report.md --output reproduced

The compact table drops only repeated pronunciation, category, and spelling-list
fields. Numerical strings retain the core engine's full floating-point output;
integer counts remain exact. Canonical CSV uses UTF-8 and LF line endings.
"""
import argparse
import csv
import hashlib
import io
import json
import math
from pathlib import Path


COLUMNS = (
    'family', 'period', 'sex', 'births', 'distinct', 'variants_ge100',
    'entropy_bits', 'effective', 'simpson_effective', 'guess_error', 'modal',
    'modal_share', 'burden', 'expected_guesses',
    'expected_distinct_100_without_replacement', 'expected_distinct_100',
    'effective_given_sex', 'guess_error_given_sex', 'burden_given_sex',
    'expected_guesses_given_sex', 'effective_ge100', 'guess_error_ge100',
    'births_ge100', 'common_mass',
)
EXACT_COLUMNS = {
    'family', 'period', 'sex', 'modal', 'births', 'distinct', 'variants_ge100',
    'burden', 'burden_given_sex', 'births_ge100',
}


def compact_results(rows):
    """Preserve every numerical result verbatim while removing repeated text."""
    stream = io.StringIO(newline='')
    writer = csv.DictWriter(stream, fieldnames=COLUMNS, lineterminator='\n',
                            extrasaction='ignore')
    writer.writeheader()
    seen = set()
    for row in rows:
        missing = set(COLUMNS) - row.keys()
        if missing:
            raise ValueError('Missing columns: ' + ', '.join(sorted(missing)))
        key = (row['family'], row['period'], row['sex'])
        if key in seen:
            raise ValueError('Duplicate family-period-sex row: ' + repr(key))
        seen.add(key)
        writer.writerow(row)
    return stream.getvalue()


def compare_results(rebuilt, embedded):
    """Allow floating-point platform rounding, never changes to counts or labels."""
    result = {'byte_identical': rebuilt == embedded,
              'max_numeric_difference': 0.0, 'max_relative_numeric_difference': 0.0,
              'differing_float_cells': 0, 'relative_tolerance': 1e-12,
              'absolute_tolerance': 1e-12}
    if result['byte_identical']:
        return result
    readers = [csv.DictReader(io.StringIO(value, newline=''))
               for value in (rebuilt, embedded)]
    if any(tuple(reader.fieldnames or ()) != COLUMNS for reader in readers):
        raise ValueError('Numerical table columns or their order differ')
    actual, expected = [list(reader) for reader in readers]
    if len(actual) != len(expected):
        raise ValueError('Numerical table row counts differ')
    for index, (left, right) in enumerate(zip(actual, expected), 1):
        if any(set(row) != set(COLUMNS) or None in row.values() for row in (left, right)):
            raise ValueError(f'Incomplete or extra cells at row {index}')
        for column in COLUMNS:
            a, b = left[column], right[column]
            if a == b:
                continue
            if column in EXACT_COLUMNS or not a or not b:
                raise ValueError(f'Exact field differs at row {index}: {column}')
            x, y = float(a), float(b)
            if not (math.isfinite(x) and math.isfinite(y)):
                raise ValueError(f'Nonfinite number at row {index}: {column}')
            difference = abs(x - y)
            relative = difference / max(abs(x), abs(y)) if x or y else 0.0
            if not math.isclose(x, y, rel_tol=1e-12, abs_tol=1e-12):
                raise ValueError(f'Numerical tolerance exceeded at row {index}: {column}')
            result['max_numeric_difference'] = max(result['max_numeric_difference'], difference)
            result['max_relative_numeric_difference'] = max(result['max_relative_numeric_difference'], relative)
            result['differing_float_cells'] += 1
    return result


def main():
    parser = argparse.ArgumentParser(description=__doc__)
    parser.add_argument('--markdown', type=Path, required=True)
    parser.add_argument('--output', type=Path, required=True)
    args = parser.parse_args()
    from reproduce_names import extract_block
    source = args.output / 'name_ambiguity_scores.csv'
    with source.open(encoding='utf-8', newline='') as stream:
        rows = list(csv.DictReader(stream))
    markdown = args.markdown.read_text(encoding='utf-8-sig')
    core = json.loads(extract_block(markdown, 'core-data.json'))
    expected_keys = {(name, f'{first}-{last}', sex)
                     for name in core['groups']
                     for first, last in core['periods']
                     for sex in ('ALL', 'F', 'M')}
    actual_keys = {(row['family'], row['period'], row['sex']) for row in rows}
    if actual_keys != expected_keys or len(rows) != len(expected_keys):
        raise ValueError('Incomplete family-period-sex coverage')
    rebuilt = compact_results(rows)
    embedded = extract_block(markdown, 'all-results.csv')
    agreement = compare_results(rebuilt, embedded)
    encoded = embedded.encode('utf-8')
    args.output.mkdir(parents=True, exist_ok=True)
    (args.output / 'all-results.csv').write_bytes(encoded)
    if not agreement['byte_identical']:
        (args.output / 'recomputed_all-results.csv').write_text(rebuilt, encoding='utf-8')
    check = {'all_checks_passed': True, 'rows': len(rows), 'columns': len(COLUMNS),
             'bytes': len(encoded), 'sha256': hashlib.sha256(encoded).hexdigest(),
             **agreement,
             'comparison': 'Exact labels, integer counts, columns, and row order; floating-point agreement at relative/absolute tolerance 1e-12.'}
    (args.output / 'inline_results_validation.json').write_text(
        json.dumps(check, indent=2) + '\n', encoding='utf-8')
    print(json.dumps(check, indent=2))


if __name__ == '__main__':
    main()
```



## Embedded Data

### Manifest {.collapse}

<div class="abstract-collapse">

Hashes and byte counts for every compressed payload and embedded program.

</div>

```{.json #payload-manifest.json}
{
  "schema": "name-spelling-payloads-v1",
  "payloads": {
    "ssa-full.json.xz.base64": {
      "encoding": "base64+xz",
      "compressed_sha256": "dcbe4f5b97fe34a8bae73b5b6c1eda9bf05ebc8e6df7bd613d75b3c19137f19d",
      "decoded_sha256": "42b27f5a526aeb2d675665e50dc6559a0bed28782f6d236437eafe38e3ccb8d0",
      "compressed_bytes": 2512012,
      "decoded_bytes": 10970365,
      "format": "json"
    },
    "ssa-old-patch.json.xz.base64": {
      "encoding": "base64+xz",
      "compressed_sha256": "c26545b3b5ff110bbd04dd9c31f8797ef50bedc094d4bc44d5d144b16ce232cb",
      "decoded_sha256": "354cf56b6c169cf430bad898d2e3c94059f7d73ec650934d3b62bff635343c5c",
      "compressed_bytes": 141148,
      "decoded_bytes": 894986,
      "format": "json"
    },
    "census-full.json.xz.base64": {
      "encoding": "base64+xz",
      "compressed_sha256": "af2134d3924da553e3504a32b2e294bb179b068f8397a563fca882169fee3984",
      "decoded_sha256": "b2318bf9b8916f2fd29ff803ebeb452b7bd9c9200b94677bc28d94a58b503dd9",
      "compressed_bytes": 514164,
      "decoded_bytes": 3043636,
      "format": "json"
    },
    "ons-full.json.xz.base64": {
      "encoding": "base64+xz",
      "compressed_sha256": "9ec05e563728b65002920137a9ac210d7fc01fea8b6da726eadcf63f3bb0353f",
      "decoded_sha256": "1fe2f771dd2c71071c25d9195352d3bc1a670db1aa9f2ab7b100126a6f81dcef",
      "compressed_bytes": 568096,
      "decoded_bytes": 4691182,
      "format": "json"
    },
    "surnames2010-full.json.xz.base64": {
      "encoding": "base64+xz",
      "compressed_sha256": "d4a96a8085ebb707532c4157ad3cb8ed2bd9e824fe3c83724475c34ec9484d8b",
      "decoded_sha256": "e066d8c92837e366a46f6be1a003d314d9a369ba8b27d3ab0fec3aedf33ec2f9",
      "compressed_bytes": 660324,
      "decoded_bytes": 2292589,
      "format": "json"
    },
    "method-data.json.xz.base64": {
      "encoding": "base64+xz",
      "compressed_sha256": "4f544fcc95b5fd5d49f853a434736b89f5d43f04a3944826060135e2c3746fb1",
      "decoded_sha256": "72e493983835badf32551866e27a1203bd953fb4b6030f828f683ade8ee307f2",
      "compressed_bytes": 1694584,
      "decoded_bytes": 10599465,
      "format": "json"
    }
  },
  "programs": {
    "reproduce_report.py": {
      "sha256": "7fa85b00b828f98b0d00458b412716cf65f8367b7c4dcc717425b8876580c8bb",
      "bytes": 5596
    },
    "reproduce_names.py": {
      "sha256": "609ac5e239c788f63a5e6d007deccaeacbbbd7b5626a48a2b12075454cbbb970",
      "bytes": 20240
    },
    "comparison_data.py": {
      "sha256": "16cee34860bef075910438485f78f72f4fb836cf4cfecc16ce41a013cc40a9e2",
      "bytes": 3049
    },
    "verify_sources.py": {
      "sha256": "88a3319b883ea71f485300c1023e5b0f5d125cb4a4dfcd66ae9304d8b8ebaf32",
      "bytes": 15976
    },
    "validate_methods.py": {
      "sha256": "24d7a19b915693d9289d6498e6e5dc2515985a7b5cdff9ddd55ecf605033661e",
      "bytes": 18365
    },
    "extension_guessing.py": {
      "sha256": "5ae639cbd2a88e7f3a86eb43bf62ffd7a97746c082e39e4d93054f09db7e4adc",
      "bytes": 5530
    },
    "extension_cohort.py": {
      "sha256": "e0e23b9db21e6c1bd586b48682702237781dc77d72a1246f7953b30e22881c1f",
      "bytes": 9160
    },
    "extension_results.py": {
      "sha256": "3af8cde07d1234d06855b2f212af129da6216b686b4836478e09a64c1d8336cb",
      "bytes": 5969
    }
  },
  "inline_results": {
    "all-results.csv": {
      "sha256": "e9b9db6f14772f7767d03347aae2987a86ddbfa6f35116a9faa643e525853e64",
      "bytes": 849299
    },
    "guessing-results.json": {
      "sha256": "fa75a47390a1f4ebe0bfd4bfaaa37bf7ff5d4fd84d85f85ab7d59b47ec686caf",
      "bytes": 58428
    },
    "cohort-results.json": {
      "sha256": "200ffc9c27c3f7d2fa36036da82d1677a4cf19c18848895c323968b0a8cfce71",
      "bytes": 77482
    }
  }
}
```


### Family Definitions {.collapse}

<div class="abstract-collapse">

All 115 family rules, diagnostic sets, selected Census counts, periods, and sensitivity definitions.

</div>

```{.json #core-data.json}
{
  "schema": "name-spelling-core-v1",
  "interpretation": "Explicit conditional English spelling families. Counts measure recorded spellings, not bearer pronunciations. Broad candidate sets are diagnostics and do not determine the main ranking.",
  "sources": {
    "ssa": {
      "url": "https://www.ssa.gov/oact/babynames/names.zip",
      "sha256": "cd78e975ed7bb358e018dd62fbe14ced89295e9581c49172ca4eedcb011b3724",
      "retrieved_utc": "2026-11-10",
      "scope": "Published national spelling/sex/year cells. Cells with fewer than five occurrences are absent. The complete source has additional unselected spellings."
    },
    "census": {
      "url": "https://www2.census.gov/topics/genealogy/2020surnames/Names2020_FirstNames_Sex.xlsx",
      "sha256": "b763374b9b0ea4a9496f8563721312e8572e5a45136d34244db9ffba666c3326",
      "release_date": "2026-04-14",
      "retrieved_utc": "2026-11-12",
      "methodology": "https://www2.census.gov/library/publications/decennial/2020/c2020br-13.pdf",
      "full_spelling_count": 53615,
      "scope": "Official 2020 first-name counts by sex. Eligibility required at least 100 occurrences in both 2010 and 2020; counts were edited and disclosure-protected. Missing spellings are not zero-count spellings."
    }
  },
  "source_years": [
    1880,
    2025
  ],
  "periods": [
    [
      1880,
      2025
    ],
    [
      1880,
      2020
    ],
    [
      1950,
      2025
    ],
    [
      1950,
      2020
    ],
    [
      1980,
      2025
    ],
    [
      1996,
      2025
    ],
    [
      2000,
      2025
    ],
    [
      2015,
      2025
    ],
    [
      2025,
      2025
    ]
  ],
  "baseline_period": "1950-2025",
  "minimum_main_births": 10000,
  "family_birth_thresholds": [
    10000,
    20000,
    50000,
    100000,
    200000,
    400000,
    1000000
  ],
  "ssa_columns": [
    "spelling",
    "sex",
    "year",
    "published_count"
  ],
  "census_columns": [
    "spelling",
    "F",
    "M"
  ],
  "ssa_population_year_columns": [
    "year",
    "F",
    "M"
  ],
  "population_note": "Full-population denominators include all published SSA spellings, not only selected families. They exclude suppressed cells and are not total national births. Period-wide distinct counts cannot be reconstructed by summing annual distinct counts.",
  "ssa_population_distinct": {
    "1880-2025": {
      "ALL": 105966,
      "F": 72339,
      "M": 45481
    },
    "1880-2020": {
      "ALL": 100480,
      "F": 68974,
      "M": 42632
    },
    "1950-2025": {
      "ALL": 100018,
      "F": 68053,
      "M": 42747
    },
    "1950-2020": {
      "ALL": 94454,
      "F": 64637,
      "M": 39849
    },
    "1980-2025": {
      "ALL": 91720,
      "F": 61339,
      "M": 40041
    },
    "1996-2025": {
      "ALL": 80329,
      "F": 51996,
      "M": 36352
    },
    "2000-2025": {
      "ALL": 76514,
      "F": 49031,
      "M": 35054
    },
    "2015-2025": {
      "ALL": 54447,
      "F": 33654,
      "M": 26273
    },
    "2025-2025": {
      "ALL": 28638,
      "F": 17297,
      "M": 13930
    }
  },
  "census_population": {
    "published_named_spelling_totals": {
      "count": 283236830,
      "M": 140045939,
      "F": 143190891
    },
    "named_plus_all_other_names_totals": {
      "count": 302031536,
      "M": 147814859,
      "F": 154216677
    }
  },
  "groups": {
    "Kaylin": {
      "pronunciation": "KAY-lin",
      "category": "reviewed",
      "variants": [
        "Kaylin",
        "Kaelyn",
        "Kailyn",
        "Kaylynn",
        "Kaylyn",
        "Kaylen",
        "Kaelynn",
        "Kailynn",
        "Kaylan",
        "Kaylinn",
        "Kaylynne",
        "Kaelynne",
        "Kailynne",
        "Caelyn",
        "Caelynn",
        "Caylin",
        "Caylyn",
        "Caylynn",
        "Cailyn",
        "Cailynn",
        "Kaelin",
        "Kaelen",
        "Cailen",
        "Caelin",
        "Caelen",
        "Kalen",
        "Cailin",
        "Caelan",
        "Calen",
        "Kaylon",
        "Kaelan",
        "Kailen",
        "Kalan",
        "Kailin",
        "Kailan",
        "Caylen",
        "Calan",
        "Caylan",
        "Kailon",
        "Kaelon",
        "Caylon",
        "Cailan",
        "Caelon",
        "Cailon",
        "Caylinn",
        "Cailynne",
        "Khailyn",
        "Khailynn",
        "Khaelyn",
        "Khailen",
        "Khailan",
        "Khaelynn",
        "Kalyn",
        "Kalynn",
        "Kalin"
      ],
      "notes": "Conditional English KAY-lin/KAY-lun family, with unstressed -lin/-len/-lan/-lon merged consistently. Includes documented KAY readings of Kalyn, Kalin, and Kalan, plus conventional C/K and ai/ay/ae variants. Some spellings also have short-A or other-language readings; the data cannot allocate their bearers between sounds.",
      "source": "https://nameplay.org/ways-to-spell-Kaylin",
      "excluded_examples": [
        "Kylan",
        "Kylen",
        "Kylin",
        "Kyleen",
        "Kaleen",
        "Caleen",
        "Keylin",
        "Keylyn",
        "Kaylyne"
      ],
      "broad_variants": [
        "Kaylin",
        "Kaelyn",
        "Kailyn",
        "Kaylynn",
        "Kaylyn",
        "Kaylen",
        "Kalyn",
        "Kalen",
        "Cailyn",
        "Kaylan",
        "Kaelynn",
        "Kailynn",
        "Cailin",
        "Kalynn",
        "Kaelin",
        "Kalin",
        "Caelan",
        "Caylin",
        "Caelyn",
        "Kaylon",
        "Kaelan",
        "Kailen",
        "Keylin",
        "Keilyn",
        "Kailin",
        "Keilan",
        "Cailynn",
        "Kailan",
        "Kaelen",
        "Caylen",
        "Klynn",
        "Calyn",
        "Caelin",
        "Kaylynne",
        "Caelen",
        "Caelynn",
        "Kaylinn",
        "Kayln",
        "Calynn",
        "Keylon",
        "Cailen",
        "Caylyn",
        "Caylan",
        "Kayelynn",
        "Caylynn",
        "Kailon",
        "Kaelon",
        "Kayelyn",
        "Keilen",
        "Kalynne",
        "Caylon",
        "Cailan",
        "Keilin",
        "Kailynne",
        "Keilon",
        "Khalen",
        "Kaelynne",
        "Chailyn",
        "Kayline",
        "Keilynn",
        "Klyn",
        "Kaylenn",
        "Caoilainn",
        "Chaelyn",
        "Kaylyne",
        "Khailyn",
        "Kailyne",
        "Kayelin",
        "Kaylnn",
        "Caoilinn",
        "Caelon",
        "Caolan",
        "Keylyn",
        "Kaylann",
        "Khailynn",
        "Cailynne",
        "Kealin",
        "Khaelyn",
        "Khailen",
        "Kealynn",
        "Khalynn",
        "Cailon",
        "Caylinn",
        "Caelainn",
        "Calynne",
        "Kaelyne",
        "Kaolin",
        "Kaylanne",
        "Khaelynn"
      ],
      "published_broad_count": 89
    },
    "Shaelyn": {
      "pronunciation": "SHAY-lin",
      "category": "reviewed",
      "variants": [
        "Shaelyn",
        "Shaelynn",
        "Shaylynn",
        "Shaylyn",
        "Shaylin",
        "Shealyn",
        "Shealynn",
        "Shaylen",
        "Shaylan",
        "Shaelin",
        "Shaelan",
        "Shaelen",
        "Shaylinn",
        "Shaylynne",
        "Shaelynne",
        "Shealin",
        "Shealan",
        "Sheylyn",
        "Sheylynn",
        "Shailyn",
        "Shailynn",
        "Shailen",
        "Shailin",
        "Shailynne",
        "Shaylon",
        "Sheylin",
        "Sheilyn",
        "Shalen"
      ],
      "notes": "Conditional SHAY-lin family with weak final vowels merged. Includes Shaylon/Sheylin/Sheilyn/Shalen. Shalyn/Shalynn/Shalon and CH-initial candidates remain outside because SHAL, shuh-LON, and CH readings are material alternatives.",
      "source": "https://nameplay.org/ways-to-spell-Shaelyn",
      "excluded_examples": [
        "Shalon",
        "Shalyn",
        "Shalynn",
        "Shalin",
        "Shilynn",
        "Shilyn",
        "Chalon",
        "Shalan",
        "Chalyn",
        "Chelyn"
      ],
      "broad_variants": [
        "Shaelyn",
        "Shaylynn",
        "Shaylyn",
        "Shalyn",
        "Shaelynn",
        "Shaylin",
        "Shalynn",
        "Shalon",
        "Shealyn",
        "Shailyn",
        "Shealynn",
        "Shaylen",
        "Shalin",
        "Shailynn",
        "Shaylan",
        "Shaelin",
        "Shaylon",
        "Shilynn",
        "Sheylin",
        "Chalon",
        "Sheilyn",
        "Shalan",
        "Shailen",
        "Shalen",
        "Shaylinn",
        "Shaylynne",
        "Chalyn",
        "Shilyn",
        "Cheylynn",
        "Shaelynne",
        "Shalynne",
        "Chaylin",
        "Chaylen",
        "Chalen",
        "Shaelan",
        "Shealin",
        "Chaelynn",
        "Chelynne",
        "Shailin",
        "Shayln",
        "Shaelen",
        "Chaylyn",
        "Chailynn",
        "Chalynn",
        "Chaylynn",
        "Chelyn",
        "Cheylin",
        "Cheylyn",
        "Shailynne",
        "Shealan",
        "Sheylyn",
        "Sheylynn"
      ],
      "published_broad_count": 52
    },
    "Shante": {
      "pronunciation": "shahn-TAY",
      "category": "reviewed",
      "variants": [
        "Shante",
        "Chante",
        "Shaunte",
        "Shantae",
        "Shawnte",
        "Shantay",
        "Chantay",
        "Shonte",
        "Shawntae",
        "Shontae",
        "Shawntay",
        "Shauntae",
        "Shontay",
        "Chantae",
        "Shauntay",
        "Chaunte",
        "Chauntae",
        "Chauntay",
        "Shantaye",
        "Shontaye",
        "Shawntaye",
        "Chantaye",
        "Shauntaye",
        "Shuntay",
        "Shuntae",
        "Seantae"
      ],
      "notes": "Remove final -ta/-tee forms that can be distinct pronunciations and final z. Initial unstressed vowel can still vary; pronunciation-specific observed data absent.",
      "source": "https://nameplay.org/ways-to-spell-Shante",
      "excluded_examples": [
        "Shanta",
        "Shonta",
        "Shawnta",
        "Shaunta",
        "Chanta",
        "Shantee",
        "Chantee",
        "Shawntee",
        "Shauntee",
        "Shantea",
        "Chantea",
        "Chantez"
      ],
      "broad_variants": [
        "Shante",
        "Shanta",
        "Chante",
        "Shawnta",
        "Shaunte",
        "Shonta",
        "Shantae",
        "Shawnte",
        "Shantay",
        "Shaunta",
        "Chantay",
        "Shonte",
        "Shawntae",
        "Chanta",
        "Shontae",
        "Shawntay",
        "Shauntae",
        "Shontay",
        "Chantae",
        "Shantee",
        "Chaunte",
        "Shauntay",
        "Chantee",
        "Shantea",
        "Shawntee",
        "Shantai",
        "Shauntee",
        "Shuntae",
        "Shunte",
        "Chauntae",
        "Shuntay",
        "Chantea",
        "Chaunta",
        "Chauntay",
        "Chonte",
        "Shauntea",
        "Chantey",
        "Shantaye",
        "Shontee",
        "Shantey",
        "Shontaye",
        "Shauntai",
        "Shawntea",
        "Chauntee",
        "Seante",
        "Chontae",
        "Shontai",
        "Shontea",
        "Shawntai",
        "Seantae",
        "Shawntaye",
        "Chantaye",
        "Chantai",
        "Chantez",
        "Seanta",
        "Shauntaye",
        "Shawntey"
      ],
      "published_broad_count": 57
    },
    "Charisse": {
      "pronunciation": "shuh-REES",
      "category": "reviewed",
      "variants": [
        "Charisse",
        "Cherise",
        "Charise",
        "Sherice",
        "Sharice",
        "Cherice",
        "Cherisse",
        "Sherise",
        "Sherese",
        "Sharese",
        "Cherese",
        "Charice",
        "Sharise",
        "Sharisse",
        "Shareese",
        "Charese",
        "Sherrice",
        "Sherece",
        "Shereese",
        "Charrise",
        "Sharece",
        "Sherisse",
        "Shareece",
        "Chareese",
        "Cherrise",
        "Chereese",
        "Shereece",
        "Charrisse",
        "Shariece",
        "Sherrise",
        "Sheriece",
        "Cherece",
        "Charryse",
        "Cherrice",
        "Sherease",
        "Sherrese",
        "Charysse",
        "Chyrisse",
        "Cheriese",
        "Sharease",
        "Cheriece",
        "Chariese",
        "Cherrisse",
        "Sharees"
      ],
      "notes": "Assumes shuh-REES. Excludes candidates with likely REHSS, SHOR, or SHERR-iss readings.",
      "source": "https://nameplay.org/ways-to-spell-Charisse",
      "excluded_examples": [
        "Cheris",
        "Cheresse",
        "Shaurice",
        "Sheryce",
        "Charece",
        "Sharyce",
        "Sheresse",
        "Chaurice",
        "Cheryce",
        "Cheryse",
        "Sharesse"
      ],
      "broad_variants": [
        "Charisse",
        "Cherise",
        "Charise",
        "Sherice",
        "Sharice",
        "Cherice",
        "Cherisse",
        "Sherise",
        "Sherese",
        "Sharese",
        "Cherese",
        "Charice",
        "Sharise",
        "Sharisse",
        "Shareese",
        "Charese",
        "Sherrice",
        "Sherece",
        "Shereese",
        "Charrise",
        "Sharece",
        "Sherisse",
        "Cheris",
        "Shareece",
        "Chareese",
        "Cherrise",
        "Chereese",
        "Shereece",
        "Charrisse",
        "Shariece",
        "Sherrise",
        "Sheriece",
        "Cheryce",
        "Cherece",
        "Shaurice",
        "Charryse",
        "Cherrice",
        "Sherease",
        "Cheresse",
        "Sharesse",
        "Cheryse",
        "Sheryce",
        "Sherrese",
        "Charece",
        "Sharyce",
        "Charysse",
        "Chyrisse",
        "Cheriese",
        "Sharease",
        "Sheresse",
        "Cheriece",
        "Chariese",
        "Chaurice",
        "Cherrisse",
        "Sharees"
      ],
      "published_broad_count": 55
    },
    "Kamiyah": {
      "pronunciation": "kuh-MY-ah",
      "category": "pronunciation_sensitive",
      "variants": [
        "Kamayah",
        "Kamaiyah",
        "Kamaiya",
        "Camaya",
        "Camaiya",
        "Kahmaya",
        "Kamaia",
        "Kamaiah",
        "Kamayia"
      ],
      "notes": "The family is pronunciation-sensitive: Kamiyah has kuh-MY-ah and kuh-MEE-ah readings; Sanskrit Kamya and Japanese Kamiya add other stress or vowel patterns. A subset restricted to transparent MY-ah endings falls below the main population threshold.",
      "source": "https://nameplay.org/ways-to-spell-Kamiyah",
      "excluded_examples": [
        "Kamiyah",
        "Kamya",
        "Kamiya",
        "Kamaya",
        "Kamiah",
        "Kamia",
        "Kamea",
        "Kameah",
        "Kameya",
        "Camea"
      ],
      "broad_variants": [
        "Kamiyah",
        "Kamya",
        "Kamiya",
        "Kamaya",
        "Kamiah",
        "Kamia",
        "Kamea",
        "Kamyah",
        "Camiyah",
        "Camya",
        "Camiya",
        "Camia",
        "Kamyia",
        "Kamaiyah",
        "Kamyiah",
        "Camaya",
        "Khamya",
        "Camiah",
        "Kamayah",
        "Kamaiya",
        "Khamiyah",
        "Khamiya",
        "Kemiah",
        "Kahmya",
        "Kemaya",
        "Camyah",
        "Khamia",
        "Kameah",
        "Khamaya",
        "Kamaia",
        "Camyia",
        "Khamiah",
        "Kameya",
        "Khamyah",
        "Camyiah",
        "Kahmiyah",
        "Kahmiya",
        "Kamayia",
        "Kamaiah",
        "Kameia",
        "Kamiaya",
        "Kahmia",
        "Kameyah",
        "Kmyah",
        "Camaiya",
        "Kmaya",
        "Kmiya",
        "Kahmiah",
        "Kamiyha",
        "Camea",
        "Kahmaya",
        "Kahmyah"
      ],
      "published_broad_count": 52
    },
    "Kayson": {
      "pronunciation": "KAY-sun",
      "category": "reviewed",
      "variants": [
        "Kayson",
        "Kason",
        "Kasen",
        "Cason",
        "Kaysen",
        "Casen",
        "Cayson",
        "Caysen",
        "Kaycen",
        "Kacen",
        "Kasyn",
        "Kaeson",
        "Casyn",
        "Kaesyn",
        "Kasin",
        "Kaysin",
        "Kacyn",
        "Kaysan",
        "Kaesen",
        "Caeson",
        "Casin",
        "Kaysyn",
        "Caysin",
        "Caycen",
        "Caesyn",
        "Kacin",
        "Kaysn",
        "Kaecyn",
        "Kaycin",
        "Kaesin",
        "Khayson",
        "Kaysun",
        "Khaysen",
        "Kaycyn",
        "Caseyn",
        "Caysyn",
        "Kaison",
        "Kaisen",
        "Kaisyn",
        "Caison",
        "Caisen",
        "Kaicyn",
        "Khaison",
        "Khason",
        "Khasen",
        "Khaisen"
      ],
      "notes": "Conditional English KAY-sun family, including common Kaison/Kaisen/Kaisyn/Caison/Caisen variants found in a human grouping. Kai/Cai can also be KYE and some s spellings can be voiced; neither engine agreement nor individual-bearer frequencies are asserted. Extra-syllable -ceon and KAH/KEE candidates remain outside the core.",
      "source": "https://nameplay.org/ways-to-spell-Kayson",
      "excluded_examples": [
        "Kaicen",
        "Keison",
        "Kaisan",
        "Keyson",
        "Kesan",
        "Keson",
        "Kaceyn",
        "Kaiceon",
        "Kaisin",
        "Kcyn"
      ],
      "broad_variants": [
        "Kayson",
        "Kason",
        "Kasen",
        "Cason",
        "Kaison",
        "Kaysen",
        "Casen",
        "Cayson",
        "Kaisen",
        "Caysen",
        "Kaycen",
        "Kacen",
        "Kasyn",
        "Kaeson",
        "Kaisyn",
        "Caison",
        "Casyn",
        "Caisen",
        "Kaesyn",
        "Kasin",
        "Kaysin",
        "Kacyn",
        "Kaysan",
        "Kaesen",
        "Kaicen",
        "Caisyn",
        "Caeson",
        "Keison",
        "Casin",
        "Kaysyn",
        "Kaisan",
        "Caysin",
        "Caycen",
        "Kaicyn",
        "Caesyn",
        "Kacin",
        "Kaysn",
        "Keyson",
        "Kaecyn",
        "Ksyn",
        "Kaceson",
        "Khaison",
        "Kaycin",
        "Kesan",
        "Kaesin",
        "Keson",
        "Khayson",
        "Kaysun",
        "Kayeson",
        "Kaysaun",
        "Kaceyn",
        "Khason",
        "Casein",
        "Khaysen",
        "Kaisun",
        "Kaiceon",
        "Kson",
        "Kaisin",
        "Khaisen",
        "Kaycyn",
        "Kaysaan",
        "Keisen",
        "Kaiicen",
        "Caseson",
        "Caseyn",
        "Caysyn",
        "Kaisynn",
        "Kasein",
        "Kcyn",
        "Keysan"
      ],
      "published_broad_count": 70
    },
    "Kaliyah": {
      "pronunciation": "kuh-LEE-ah",
      "category": "reviewed",
      "variants": [
        "Kaliyah",
        "Caliyah",
        "Khaliyah",
        "Kaliya",
        "Khaliya",
        "Kaaliyah",
        "Caliya",
        "Kahliyah",
        "Kahliya",
        "Kalliyah",
        "Caaliyah",
        "Kaleeyah",
        "Kaleeya",
        "Kaleeah",
        "Kaleiyah"
      ],
      "notes": "Remove short -lia, -lea, and -leah forms often pronounced KAH-lee-ah, kah-LAY-ah, or KAY-lee. Broad family conflates distinct languages and vowels.",
      "source": "https://nameplay.org/ways-to-spell-Kaliyah",
      "excluded_examples": [
        "Kalia",
        "Kalea",
        "Kaleah",
        "Khalia",
        "Kaliah",
        "Kahlia",
        "Khaliah",
        "Calia",
        "Kaleia",
        "Kaleigha",
        "Caleah",
        "Kaleyah",
        "Callia",
        "Kaleya",
        "Kahlea",
        "Calea"
      ],
      "broad_variants": [
        "Kaliyah",
        "Kalia",
        "Kalea",
        "Kaleah",
        "Khalia",
        "Kaliah",
        "Caliyah",
        "Khaliyah",
        "Kahlia",
        "Khaliah",
        "Calia",
        "Kaleia",
        "Kaliya",
        "Kaleigha",
        "Caleah",
        "Kaleyah",
        "Callia",
        "Khaliya",
        "Khaleah",
        "Kaaliyah",
        "Kaleya",
        "Khalea",
        "Caliah",
        "Kahlea",
        "Kaleiah",
        "Keliyah",
        "Kalya",
        "Kahliyah",
        "Calea",
        "Caliya",
        "Caleigha",
        "Kahleah",
        "Kaleeah",
        "Kaleeyah",
        "Kahliya",
        "Kaleeya",
        "Kalyiah",
        "Kaleiyah",
        "Caleyah",
        "Kaleea",
        "Caleya",
        "Calliah",
        "Kalyah",
        "Keleah",
        "Kahliah",
        "Kaliea",
        "Kallia",
        "Khaleia",
        "Kalliyah",
        "Kaleaha",
        "Caleia",
        "Khaleya",
        "Khaleyah",
        "Kahleia",
        "Kalieah",
        "Kaliyha",
        "Caaliyah",
        "Kelea",
        "Cahlia",
        "Kalyia",
        "Kaliha",
        "Khalya",
        "Caleiah",
        "Kahleya",
        "Kallea"
      ],
      "published_broad_count": 65
    },
    "Daylen": {
      "pronunciation": "DAY-lin / DAY-lun with weak-vowel merger",
      "category": "reviewed",
      "variants": [
        "Daylen",
        "Daylin",
        "Daylon",
        "Daylan",
        "Daelyn",
        "Dailyn",
        "Daelynn",
        "Daylyn",
        "Daelin",
        "Dailynn",
        "Dailen",
        "Daylynn",
        "Daelan",
        "Daelen",
        "Daelon",
        "Dailon",
        "Dailin",
        "Deylan",
        "Dailan",
        "Deylin",
        "Dayln",
        "Deilyn",
        "Deylon",
        "Daylinn",
        "Deylen",
        "Dailynne"
      ],
      "notes": "Relatively clean family under a US weak-vowel-merger convention. Dalyn may be DAL-in, Dayelin may have extra syllable. Daylon/Daylan can retain unreduced vowels for some bearers.",
      "source": "https://nameplay.org/ways-to-spell-Daylen",
      "excluded_examples": [
        "Dalyn",
        "Dayelin"
      ],
      "broad_variants": [
        "Daylen",
        "Daylin",
        "Daylon",
        "Daylan",
        "Daelyn",
        "Dailyn",
        "Dalyn",
        "Daelynn",
        "Daylyn",
        "Daelin",
        "Dailynn",
        "Dailen",
        "Daylynn",
        "Daelan",
        "Daelen",
        "Daelon",
        "Dailon",
        "Dailin",
        "Deylan",
        "Dailan",
        "Deylin",
        "Dayelin",
        "Dayln",
        "Deilyn",
        "Deylon",
        "Daylinn",
        "Deylen",
        "Dailynne"
      ],
      "published_broad_count": 28
    },
    "Denisha": {
      "pronunciation": "duh-NEE-sha",
      "category": "pronunciation_sensitive",
      "variants": [
        "Denisha",
        "Danisha",
        "Danesha",
        "Donisha",
        "Denesha",
        "Daneisha",
        "Donesha",
        "Donnisha",
        "Deneisha",
        "Doneisha",
        "Deneshia",
        "Donnesha",
        "Daneshia",
        "Dynesha",
        "Dennisha",
        "Dinesha",
        "Daniesha",
        "Denishia",
        "Doneshia",
        "Dynisha",
        "Doniesha",
        "Dinisha",
        "Deniesha",
        "Donneisha",
        "Dyneshia",
        "Daneesha",
        "Dyneisha",
        "Dannisha",
        "Danishia",
        "Donneshia",
        "Donniesha",
        "Denysha",
        "Dannesha",
        "Donishia",
        "Dineisha",
        "Dineshia",
        "Dnisha",
        "Denishea",
        "Deneesha",
        "Deneishia",
        "Dennishia",
        "Dneisha",
        "Dnesha"
      ],
      "notes": "Assume reduced first vowel for De/Da/Do/Di/Dy and NEE-sha ending. Exclude -sia/-cia forms that may retain s/extra syllables, and Dawn-. Danesha/Deneisha can instead have NAY, so remaining distribution is still a family proxy.",
      "source": "https://nameplay.org/ways-to-spell-Denisha",
      "excluded_examples": [
        "Dawnisha",
        "Denicia",
        "Denecia",
        "Denisia",
        "Danicia",
        "Denesia",
        "Danecia",
        "Donicia",
        "Donecia",
        "Danesia",
        "Donesia",
        "Denetia"
      ]
    },
    "Shani": {
      "pronunciation": "SHAW-nee",
      "category": "pronunciation_sensitive",
      "variants": [
        "Shawnee",
        "Shawnie",
        "Shawni",
        "Shawny",
        "Shawney",
        "Shaunee",
        "Shaunie",
        "Shauney",
        "Shonnie",
        "Shonni",
        "Shauni"
      ],
      "notes": "Exclude broad NamePlay Shani class: it merges CHAY-nee, Jewish KHAN-ee, SHAY-nee and SHAH-nee. Even SHAH/SHAW mergers depend on dialect. This narrow set is just one distinct sound.",
      "source": "https://nameplay.org/ways-to-spell-Shani",
      "excluded_examples": [
        "Shani",
        "Chaney",
        "Cheney",
        "Chany",
        "Chanie",
        "Chani",
        "Shaynee",
        "Shayni",
        "Shaynie",
        "Shanee",
        "Siani",
        "Ciani",
        "Sianni",
        "Xianni"
      ],
      "broad_variants": [
        "Shani",
        "Shawnee",
        "Chaney",
        "Shanee",
        "Chany",
        "Siani",
        "Chanie",
        "Ciani",
        "Chani",
        "Sianni",
        "Shawnie",
        "Cianni",
        "Shanie",
        "Shaney",
        "Cheney",
        "Shauni",
        "Shenee",
        "Shonnie",
        "Shawni",
        "Chanee",
        "Shaunee",
        "Shaunie",
        "Shannie",
        "Shawny",
        "Shany",
        "Chenee",
        "Shaynee",
        "Siany",
        "Xianni",
        "Sianney",
        "Shawney",
        "Cheyney",
        "Shanni",
        "Shanny",
        "Sianny",
        "Chaynee",
        "Cianny",
        "Shayni",
        "Shaynie",
        "Cionni",
        "Shauney",
        "Chayni",
        "Shanii",
        "Shannee",
        "Shanye",
        "Shonni"
      ],
      "published_broad_count": 46
    },
    "Jaylen": {
      "pronunciation": "JAY-lin / JAY-lun with weak-vowel merger",
      "category": "reviewed",
      "variants": [
        "Jaylen",
        "Jalen",
        "Jaylin",
        "Jaelyn",
        "Jaylon",
        "Jaylynn",
        "Jaelynn",
        "Jaylyn",
        "Jalyn",
        "Jailyn",
        "Jaylan",
        "Jalynn",
        "Jailynn",
        "Jalin",
        "Jaelin",
        "Jailen",
        "Jaelen",
        "Jlynn",
        "Jaylinn",
        "Jaelon",
        "Jayln",
        "Jailin",
        "Jeilyn",
        "Jeylin",
        "Jaelynne",
        "Jaylynne",
        "Jaylenn",
        "Jaelan",
        "Jalynne",
        "Jailon",
        "Jlyn",
        "Jaylenne",
        "Jailan",
        "Jaylun",
        "Jaylnn",
        "Jlen",
        "Jaeline",
        "Jayelyn",
        "Jaylinne",
        "Jayelynn",
        "Jeilin",
        "Jeylen",
        "Jeylan",
        "Jaalen",
        "Jhaylen",
        "Jeilynn",
        "Jlin",
        "Jaelinn",
        "Jaalyn",
        "Jaylann",
        "Jayllen",
        "Jealyn",
        "Jalenn",
        "Jailinne",
        "Jeylon",
        "Jlan",
        "Jayelin",
        "Jaylonn"
      ],
      "notes": "Remove -leen and other clearly variable forms, plus Turkish Ceylan. Weak vowel merger assumption remains. Sex strongly changes spelling frequencies.",
      "source": "https://nameplay.org/ways-to-spell-Jaylen",
      "excluded_examples": [
        "Jaylene",
        "Jailene",
        "Jayline",
        "Jailyne",
        "Jalyne",
        "Jaylyne",
        "Jaline",
        "Jaylein",
        "Jeyline",
        "Ceylan",
        "Jalon",
        "Jalan",
        "Jahlon",
        "Jahlen",
        "Jahlin",
        "Jelon",
        "Jaylaun",
        "Jaylaan"
      ],
      "broad_variants": [
        "Jaylen",
        "Jalen",
        "Jaylin",
        "Jaelyn",
        "Jaylon",
        "Jaylene",
        "Jaylynn",
        "Jaelynn",
        "Jaylyn",
        "Jalyn",
        "Jailyn",
        "Jaylan",
        "Jalynn",
        "Jailene",
        "Jalon",
        "Jailynn",
        "Jalin",
        "Jaelin",
        "Jailen",
        "Jaelen",
        "Jayline",
        "Jailyne",
        "Jalan",
        "Jlynn",
        "Jaylinn",
        "Jaelon",
        "Jayln",
        "Jailin",
        "Jeilyn",
        "Jeylin",
        "Jaelynne",
        "Jaylynne",
        "Jaylenn",
        "Jaelan",
        "Jalynne",
        "Jailon",
        "Jlyn",
        "Jaylenne",
        "Jaelyne",
        "Jailan",
        "Jaylun",
        "Jalyne",
        "Jaylyne",
        "Jahlon",
        "Jaline",
        "Jailynne",
        "Jaylnn",
        "Jlen",
        "Jahlen",
        "Jelan",
        "Jhalen",
        "Jaeline",
        "Jlon",
        "Jayelyn",
        "Jaylinne",
        "Jallen",
        "Jayelynn",
        "Jeilin",
        "Jailenne",
        "Jeylen",
        "Jeylan",
        "Jaalen",
        "Jelen",
        "Jahlin",
        "Jelon",
        "Jaylein",
        "Jhaylen",
        "Jeilynn",
        "Jeyline",
        "Jlin",
        "Jaelinn",
        "Jaalyn",
        "Jaylann",
        "Jayllen",
        "Jealyn",
        "Jahlyn",
        "Jalenn",
        "Jhalin",
        "Jhalyn",
        "Jailinne",
        "Jaylaun",
        "Jeylon",
        "Jlan",
        "Ceylan",
        "Jahlynn",
        "Jayelin",
        "Jaylaan",
        "Jaylonn"
      ],
      "published_broad_count": 88
    },
    "Janiece": {
      "pronunciation": "juh-NEES",
      "category": "pronunciation_sensitive",
      "variants": [
        "Janiece",
        "Jenise",
        "Janese",
        "Genise",
        "Janece",
        "Janeice",
        "Jeniece",
        "Janeece",
        "Jenese",
        "Janeese",
        "Geniece",
        "Jonise",
        "Jenisse",
        "Joniece",
        "Jeneice",
        "Geneice",
        "Genece",
        "Jenece",
        "Janiese",
        "Jeaniece",
        "Genisse",
        "Janeise"
      ],
      "notes": "Excludes forms particularly liable to JEN-iss/JAN-iss or John-/Jahn- vowels. Most included forms still need pronunciation confirmation.",
      "source": "https://nameplay.org/ways-to-spell-Janiece",
      "excluded_examples": [
        "Jenice",
        "Jeanice",
        "Genice",
        "Genese",
        "Johnice",
        "Jonice",
        "Janisse",
        "Jeanise",
        "Johnese",
        "Jahnice",
        "Jahniece",
        "Jahnise",
        "Jeannice"
      ]
    },
    "Makiyah": {
      "pronunciation": "muh-KYE-ah",
      "category": "pronunciation_sensitive",
      "variants": [
        "Makaiya",
        "Makaia",
        "Makaiah",
        "Makaiyah",
        "Makayah",
        "Makayia",
        "Makayiah",
        "Macaiah",
        "Macaya"
      ],
      "notes": "Broad group mixes muh-KYE-ah, muh-KEE-ah and related Micaiah pronunciations. Use separately labeled flexible family or require bearer pronunciation data; transparent KYE-ah subset excludes popular ambiguous heads.",
      "source": "https://nameplay.org/ways-to-spell-Makiyah",
      "excluded_examples": [
        "Makiyah",
        "Makiya",
        "Makiah",
        "Makia",
        "Makya",
        "Makaya",
        "Makyah",
        "Makhia",
        "Makyia",
        "Makhiya",
        "Mekia",
        "Makeya",
        "Mekiya",
        "Makeia",
        "Machia"
      ],
      "broad_variants": [
        "Makiyah",
        "Makiya",
        "Makiah",
        "Makia",
        "Makya",
        "Makaya",
        "Makyah",
        "Makhia",
        "Makaiya",
        "Makyia",
        "Makaia",
        "Makaiah",
        "Makyiah",
        "Makaiyah",
        "Makayah",
        "Makhiya",
        "Mekia",
        "Makhya",
        "Macaiah",
        "Makeya",
        "Makayia",
        "Mekiya",
        "Makiaya",
        "Makeia",
        "Mckaya",
        "Makiyha",
        "Makhyia",
        "Makieya",
        "Macaya",
        "Mahkya",
        "Machia",
        "Machiah",
        "Makhiyah",
        "Machiya",
        "Makahia",
        "Makea",
        "Mahkiya",
        "Makayiah",
        "Makhaya",
        "Makkiyah",
        "Mekea"
      ],
      "published_broad_count": 41
    },
    "Keshawn": {
      "pronunciation": "kee-SHAWN",
      "category": "reviewed",
      "variants": [
        "Keshawn",
        "Keyshawn",
        "Keshaun",
        "Keshon",
        "Kesean",
        "Keishawn",
        "Keyshaun",
        "Keishaun",
        "Keyshon",
        "Keishon",
        "Keysean",
        "Keeshawn",
        "Keisean",
        "Ksean",
        "Kisean",
        "Kieshawn",
        "Keeshaun",
        "Kesaun",
        "Keeshon",
        "Keesean",
        "Keyshone"
      ],
      "notes": "Eliminate KAY/KYE/kuh variants and South Asian Kishan/Kisan. Retained Ke-/Kei- forms are assumed common KEE-, though some bearers use KEH or KAY; still medium-confidence.",
      "source": "https://nameplay.org/ways-to-spell-Keshawn",
      "excluded_examples": [
        "Kishan",
        "Kisan",
        "Kayshawn",
        "Kyshawn",
        "Kashawn",
        "Kashaun",
        "Kayshaun",
        "Kyshaun",
        "Kashon",
        "Kyshon",
        "Kayshon",
        "Kaishawn",
        "Kaishaun",
        "Kaeshawn",
        "Keshan",
        "Keeshan"
      ],
      "broad_variants": [
        "Keshawn",
        "Keyshawn",
        "Keshaun",
        "Keshon",
        "Kesean",
        "Kashawn",
        "Kishan",
        "Keishawn",
        "Keyshaun",
        "Kyshawn",
        "Kayshawn",
        "Kashaun",
        "Kishawn",
        "Keishaun",
        "Keyshon",
        "Kshawn",
        "Kishon",
        "Kashon",
        "Keishon",
        "Keysean",
        "Kyshaun",
        "Keeshawn",
        "Keisean",
        "Kishaun",
        "Keyshun",
        "Kysean",
        "Kayshaun",
        "Kyshon",
        "Kaishawn",
        "Cashawn",
        "Ksean",
        "Kisean",
        "Keshan",
        "Kieshawn",
        "Keeshaun",
        "Kashan",
        "Kesaun",
        "Kshaun",
        "Kashun",
        "Keeshon",
        "Keshone",
        "Cashaun",
        "Keashawn",
        "Kayshon",
        "Keesean",
        "Kaeshawn",
        "Keyshone",
        "Kaishaun",
        "Kaeshon",
        "Kaishon",
        "Keeshan",
        "Kisan",
        "Kshon"
      ],
      "published_broad_count": 53
    },
    "Kian": {
      "pronunciation": "KEE-an",
      "category": "reviewed",
      "variants": [
        "Kian",
        "Cian",
        "Keean",
        "Kiean"
      ],
      "notes": "Broad group rejected: includes kee-ON, KYE-an, KEEN, and Chinese/Vietnamese names with different consonants. Core Kian/Cian is a clear Anglo-Irish pair, with transparent Keean/Kiean spellings.",
      "source": "https://nameplay.org/ways-to-spell-Kian",
      "excluded_examples": [
        "Keon",
        "Keyon",
        "Kyan",
        "Keane",
        "Kean",
        "Qian",
        "Kin",
        "Kien",
        "Chien",
        "Kyon",
        "Kiyon",
        "Kiyan",
        "Kiaan"
      ]
    },
    "Kiana": {
      "pronunciation": "kee-AH-na",
      "category": "reviewed",
      "variants": [
        "Kiana",
        "Kianna",
        "Quiana",
        "Keyana",
        "Keyanna",
        "Qiana",
        "Quianna",
        "Keeana",
        "Keeanna",
        "Kiyana",
        "Kiyanna",
        "Kianah",
        "Kiannah",
        "Keyanah",
        "Keyannah",
        "Khiana",
        "Khianna",
        "Kiahna",
        "Kiyanah",
        "Keyahna",
        "Keeyana",
        "Keyiana",
        "Quiyana",
        "Kieyana",
        "Kiahnna",
        "Cianah",
        "Keiana",
        "Keianna",
        "Kieana",
        "Kieanna",
        "Qianna"
      ],
      "notes": "Conditional kee-AH-na family including Keiana/Keianna/Kieana/Kieanna/Qianna. Excludes Keona/Kiona/Keyona with prominent OH readings and Keana/Keanna with possible KEE-na readings. Original-language stress and vowels remain bearer dependent.",
      "source": "https://nameplay.org/ways-to-spell-Kiana",
      "excluded_examples": [
        "Keanna",
        "Keyonna",
        "Keyona",
        "Keana",
        "Ciana",
        "Cianna",
        "Kyana",
        "Kyanna",
        "Keonna",
        "Kionna",
        "Kyonna",
        "Keyauna",
        "Chiana",
        "Chionna",
        "Ceanna",
        "Ceana"
      ],
      "broad_variants": [
        "Kiana",
        "Kianna",
        "Quiana",
        "Keyana",
        "Keanna",
        "Keyonna",
        "Keyanna",
        "Cianna",
        "Keyona",
        "Keana",
        "Qiana",
        "Ciana",
        "Kyana",
        "Kyanna",
        "Keonna",
        "Kiyana",
        "Keiana",
        "Kionna",
        "Keianna",
        "Quianna",
        "Kiyanna",
        "Ceanna",
        "Keionna",
        "Kyonna",
        "Kiahna",
        "Kiauna",
        "Khiana",
        "Kiannah",
        "Keauna",
        "Kianah",
        "Ceana",
        "Kiyonna",
        "Keyauna",
        "Chiana",
        "Keeana",
        "Kieanna",
        "Khianna",
        "Qianna",
        "Cionna",
        "Keiyana",
        "Kieana",
        "Chianna",
        "Keyanah",
        "Keeanna",
        "Keaunna",
        "Kyannah",
        "Kyiana",
        "Keyonah",
        "Kieona",
        "Kiyanah",
        "Keiyanna",
        "Keyahna",
        "Kyauna",
        "Keanah",
        "Kieonna",
        "Kyanah",
        "Keyannah",
        "Keeyana",
        "Keyawna",
        "Kiaunna",
        "Keiyonna",
        "Keeona",
        "Keyiana",
        "Kyianna",
        "Quiyana",
        "Keannah",
        "Ciannah",
        "Kieyana",
        "Quionna",
        "Keiauna",
        "Kiayana",
        "Keahna",
        "Kiahnna",
        "Khyana",
        "Keyiona",
        "Kyeana",
        "Qiona",
        "Cianah",
        "Kiawna",
        "Kiayanna",
        "Kyahna",
        "Qiuana",
        "Qiyana"
      ],
      "published_broad_count": 83
    },
    "Caitlin": {
      "pronunciation": "KAYT-lin",
      "category": "reviewed",
      "variants": [
        "Kaitlyn",
        "Katelyn",
        "Caitlin",
        "Kaitlin",
        "Caitlyn",
        "Katelynn",
        "Katlyn",
        "Kaitlynn",
        "Katelin",
        "Katlin",
        "Caitlynn",
        "Katlynn",
        "Kaytlin",
        "Kaytlyn",
        "Catelyn",
        "Katelynne",
        "Kaytlynn",
        "Kaitlan",
        "Caitlan",
        "Kaitlynne",
        "Catelynn",
        "Kaitlen",
        "Katelyne",
        "Kaetlyn",
        "Caitlen",
        "Caitlynne",
        "Katelan",
        "Catelin",
        "Kaitlyne",
        "Caytlin",
        "Katlyne",
        "Katelen",
        "Katlynne",
        "Kaytlen",
        "Kaitlinn",
        "Katelinn",
        "Caytlyn",
        "Caitlinn",
        "Kaetlin",
        "Kaytlan",
        "Caitlyne",
        "Kaytelyn",
        "Keitlyn",
        "Kaytlynne",
        "Keytlin",
        "Caetlin",
        "Kaytlinn",
        "Caetlyn",
        "Kaetlynn",
        "Caytlynn",
        "Catelynne",
        "Caytlen",
        "Kaytlyne",
        "Catlyn",
        "Catlynn",
        "Katlen",
        "Katlan"
      ],
      "notes": "Conditional English KAYT-lin reading, including Catlyn/Catlynn consistently with Katlyn/Katlynn. Some bearers use KAT-lin. Excludes Katie-lyn, explicit TH, and -line/-elyn candidates with prominent extra syllables or LEEN/LINE endings.",
      "source": "https://nameplay.org/ways-to-spell-Kaitlyn",
      "broad_variants": [
        "Kaitlyn",
        "Katelyn",
        "Caitlin",
        "Kaitlin",
        "Caitlyn",
        "Katelynn",
        "Katlyn",
        "Kaitlynn",
        "Katelin",
        "Katlin",
        "Caitlynn",
        "Katlynn",
        "Kaytlin",
        "Kaytlyn",
        "Catelyn",
        "Katilyn",
        "Catlin",
        "Katelynne",
        "Kaytlynn",
        "Kaitlan",
        "Caitlan",
        "Kaitlynne",
        "Catelynn",
        "Kaitlen",
        "Catlyn",
        "Katelyne",
        "Kaetlyn",
        "Katilynn",
        "Kaithlyn",
        "Caitlen",
        "Caitlynne",
        "Katelan",
        "Catelin",
        "Katielynn",
        "Kaitlyne",
        "Caytlin",
        "Katlyne",
        "Katelen",
        "Katlynne",
        "Kaytlen",
        "Kaitlinn",
        "Katelinn",
        "Caytlyn",
        "Katilin",
        "Catlynn",
        "Caitlinn",
        "Kaityln",
        "Kaetlin",
        "Kateline",
        "Kaitelyn",
        "Catilyn",
        "Kaytlan",
        "Caitlyne",
        "Kaytelynn",
        "Caitlain",
        "Kaytelyn",
        "Keitlyn",
        "Katlen",
        "Kaytlynne",
        "Catilin",
        "Katielyn",
        "Kaitylyn",
        "Caitilin",
        "Kaitlain",
        "Katylin",
        "Katlan",
        "Katline",
        "Keytlin",
        "Katleyn",
        "Caetlin",
        "Kaytlinn",
        "Caetlyn",
        "Caithlin",
        "Caitline",
        "Kaetlynn",
        "Katylyn",
        "Kaitelynn",
        "Caytlynn",
        "Kaitlon",
        "Cailtin",
        "Caitelyn",
        "Caitilyn",
        "Caityln",
        "Caitylyn",
        "Catelynne",
        "Caytlen",
        "Kaithlin",
        "Kaithlynn",
        "Katelon",
        "Katlain",
        "Katyln",
        "Kaytlyne"
      ],
      "published_broad_count": 92
    },
    "Michaela": {
      "pronunciation": "muh-KAY-luh",
      "category": "reviewed",
      "variants": [
        "Makayla",
        "Mikayla",
        "Michaela",
        "Mikaela",
        "Micaela",
        "Mckayla",
        "Makaila",
        "Makaylah",
        "Makaela",
        "Mykayla",
        "Micayla",
        "Mikaila",
        "Michaella",
        "Macayla",
        "Mickayla",
        "Mekayla",
        "Mikaylah",
        "Micheala",
        "Michayla",
        "Mackayla",
        "Mykaela",
        "Mikaella",
        "Makailah",
        "Mikhaila",
        "Mickaela",
        "Mkayla",
        "Mykaila",
        "Machaela",
        "Mikeyla",
        "Makeyla",
        "Mikhaela",
        "Mikhayla",
        "Micaella",
        "Mychaela",
        "Miquela",
        "Mikeala",
        "Macaela",
        "Mckaela",
        "Michaila",
        "Mckaylah",
        "Makeila",
        "Mckaila",
        "Michaelah",
        "Mikaelah",
        "Mahkayla",
        "Mikeila",
        "Mikailah",
        "Macaila",
        "Micaila",
        "Mekaila",
        "Mekaela",
        "Makaelah",
        "Maekayla",
        "Mykaylah",
        "Makhayla",
        "Mekaylah",
        "Mccayla",
        "Mikayela",
        "Micaylah",
        "Makayela",
        "Maikayla",
        "Makaylla",
        "Mikkayla",
        "Michealla",
        "Macaylah",
        "Machayla",
        "Makaiyla",
        "Makhaila",
        "Mickaila",
        "Mykailah",
        "Mccaela",
        "Mycayla",
        "Mcayla",
        "Micaelah",
        "Miceala",
        "Micheyla",
        "Mahkaylah",
        "Micailah",
        "Mckeyla",
        "Macheala",
        "Mecaela",
        "Mycaela",
        "Mechaela",
        "Mickaylah",
        "Mykaella",
        "Macailah",
        "Mackaela",
        "Mackaylah",
        "Mackeyla",
        "Mckailah",
        "Mecayla",
        "Michaylah",
        "Mikaeyla",
        "Mikaylla",
        "Mikeayla",
        "Miquella",
        "Mkaela",
        "Mkaila",
        "Mkaylah"
      ],
      "notes": "Uses familiar English readings of Michaela/Mikaela/Micaela; other languages and some bearers differ. Excludes -kala, -kella, -kalia/-kaylia, and Maykayla candidates.",
      "source": "https://nameplay.org/ways-to-spell-Makayla",
      "broad_variants": [
        "Makayla",
        "Mikayla",
        "Michaela",
        "Mikaela",
        "Micaela",
        "Mckayla",
        "Makaila",
        "Mikala",
        "Makaylah",
        "Makaela",
        "Mykayla",
        "Micayla",
        "Mikaila",
        "Michaella",
        "Michela",
        "Macayla",
        "Mickayla",
        "Mekayla",
        "Michala",
        "Mikaylah",
        "Micheala",
        "Michayla",
        "Mackayla",
        "Mykala",
        "Mykaela",
        "Mikalah",
        "Mikela",
        "Mikaella",
        "Makailah",
        "Mikhaila",
        "Mickaela",
        "Mkayla",
        "Mykaila",
        "Machaela",
        "Mikella",
        "Mikeyla",
        "Makeyla",
        "Mikhaela",
        "Mikhayla",
        "Micala",
        "Makalia",
        "Micaella",
        "Miquela",
        "Mychaela",
        "Mikeala",
        "Macaela",
        "Mickala",
        "Makalya",
        "Mckaela",
        "Makela",
        "Michaila",
        "Mckaylah",
        "Makeila",
        "Mckaila",
        "Mckala",
        "Michaelah",
        "Makaylia",
        "Mykela",
        "Mikaelah",
        "Mahkayla",
        "Mikeila",
        "Mikailah",
        "Macala",
        "Macaila",
        "Mykalah",
        "Micaila",
        "Michaelia",
        "Mekaila",
        "Micalah",
        "Mikhala",
        "Mekaela",
        "Makaelah",
        "Maekayla",
        "Mykaylah",
        "Makhayla",
        "Mekaylah",
        "Mccayla",
        "Mikalia",
        "Mycala",
        "Mikayela",
        "Mikahla",
        "Micaylah",
        "Makayela",
        "Maikayla",
        "Makaylla",
        "Mikkayla",
        "Michealla",
        "Mikalya",
        "Makaliah",
        "Mikiala",
        "Macaylah",
        "Michalia",
        "Michalea",
        "Macalah",
        "Micahla",
        "Mickela",
        "Machayla",
        "Mykalia",
        "Michalah",
        "Makaiyla",
        "Mychala",
        "Makhaila",
        "Mickaila",
        "Mykailah",
        "Mccaela",
        "Mikaylia",
        "Mycayla",
        "Mcayla",
        "Micaelah",
        "Miceala",
        "Mikalla",
        "Machella",
        "Micheyla",
        "Mahkaylah",
        "Micailah",
        "Mckeyla",
        "Mikkala",
        "Machela",
        "Makaylea",
        "Michyla",
        "Macheala",
        "Mecaela",
        "Mycaela",
        "Mechaela",
        "Mckaylia",
        "Mickaylah",
        "Myckala",
        "Mykaella",
        "Macailah",
        "Mackaela",
        "Mackaylah",
        "Mackeyla",
        "Makalea",
        "Makayliah",
        "Makelah",
        "Mckailah",
        "Mecayla",
        "Mekela",
        "Miakayla",
        "Michaylah",
        "Mickalla",
        "Mikaeyla",
        "Mikayala",
        "Mikaylla",
        "Mikeayla",
        "Mikelia",
        "Miquella",
        "Mkaela",
        "Mkaila",
        "Mkaylah",
        "Mykalla",
        "Mykhala"
      ],
      "published_broad_count": 152
    },
    "Kaylee": {
      "pronunciation": "KAY-lee",
      "category": "reviewed",
      "variants": [
        "Kaylee",
        "Kayleigh",
        "Kailey",
        "Kaylie",
        "Kaleigh",
        "Kaley",
        "Kailee",
        "Caylee",
        "Kayley",
        "Kayli",
        "Caleigh",
        "Kalie",
        "Kalee",
        "Cailey",
        "Kaeli",
        "Kaylea",
        "Kaileigh",
        "Caley",
        "Kaily",
        "Cayleigh",
        "Kaylei",
        "Cailee",
        "Caylie",
        "Kaeleigh",
        "Kailie",
        "Cayley",
        "Caileigh",
        "Kaelee",
        "Kaely",
        "Kaeley",
        "Calee",
        "Kaelie",
        "Kailei",
        "Caeley",
        "Cayli",
        "Kayly",
        "Kaliegh",
        "Kayliegh",
        "Kayelee",
        "Caeleigh",
        "Cailie",
        "Caily",
        "Caylei",
        "Caylea",
        "Khailee",
        "Khaylee",
        "Kahley",
        "Caliegh",
        "Caelie",
        "Kaelei",
        "Ceili",
        "Ceilidh",
        "Kaili",
        "Caili",
        "Caely",
        "Caelee",
        "Cailley",
        "Khailey",
        "Kailye",
        "Khaleigh",
        "Kaylii",
        "Khaylie",
        "Kaelli",
        "Kayllie",
        "Khaeli",
        "Kayleeh",
        "Kalei"
      ],
      "notes": "Conditional English KAY-lee family. Kaili and Kalei are included under this reading, but Kalei also has documented kah-LAY usage. Keily/Keylee/Keyli, Calie, and extra-syllable -lea candidates remain broader sensitivity cases; Kailee/Kailie can also be KYE-lee.",
      "source": "https://nameplay.org/ways-to-spell-Kaylee",
      "broad_variants": [
        "Kaylee",
        "Kayleigh",
        "Kailey",
        "Kaylie",
        "Kaleigh",
        "Kaley",
        "Kailee",
        "Caylee",
        "Kayley",
        "Kayli",
        "Caleigh",
        "Keily",
        "Kalie",
        "Kalee",
        "Cailey",
        "Kaeli",
        "Kaylea",
        "Kaili",
        "Kaileigh",
        "Caley",
        "Kaily",
        "Cayleigh",
        "Calleigh",
        "Kalei",
        "Kaylei",
        "Cailee",
        "Caylie",
        "Keyli",
        "Calie",
        "Keylee",
        "Kaeleigh",
        "Kailie",
        "Caeli",
        "Cayley",
        "Caileigh",
        "Kaelee",
        "Kaely",
        "Kaeley",
        "Calee",
        "Kaelie",
        "Kailei",
        "Keilly",
        "Keilee",
        "Keiley",
        "Kaly",
        "Cayli",
        "Kayly",
        "Caeley",
        "Keili",
        "Kaliegh",
        "Kayliegh",
        "Kayelee",
        "Keylie",
        "Ceili",
        "Keyly",
        "Chaeli",
        "Caeleigh",
        "Cailie",
        "Keighley",
        "Keileigh",
        "Keyleigh",
        "Caily",
        "Caylei",
        "Caylea",
        "Caly",
        "Khailee",
        "Khaylee",
        "Kahley",
        "Caliegh",
        "Khalie",
        "Ceilidh",
        "Caelie",
        "Kaelei",
        "Kailly",
        "Kealie",
        "Caili",
        "Kayliee",
        "Calei",
        "Keighly",
        "Caely",
        "Kayeleigh",
        "Caelee",
        "Cailley",
        "Kaelly",
        "Khailey",
        "Keylly",
        "Kailye",
        "Kaliee",
        "Khaleigh",
        "Keilei",
        "Kayeli",
        "Kaylii",
        "Caliee",
        "Kahlei",
        "Keilie",
        "Keylei",
        "Khaley",
        "Keyley",
        "Kaeliegh",
        "Keylli",
        "Khaylie",
        "Chaely",
        "Kaelli",
        "Kayllie",
        "Khaeli",
        "Kaiylee",
        "Kaliey",
        "Kayleeh",
        "Keylea"
      ],
      "published_broad_count": 109
    },
    "Carly": {
      "pronunciation": "KAR-lee",
      "category": "reviewed",
      "variants": [
        "Carly",
        "Carley",
        "Carlie",
        "Karlee",
        "Carlee",
        "Karlie",
        "Karli",
        "Karly",
        "Carli",
        "Karley",
        "Carleigh",
        "Karleigh",
        "Carlye",
        "Karlye",
        "Carlea",
        "Karlei",
        "Karlea",
        "Carlei",
        "Kharlie"
      ],
      "notes": "Usual English KAR-lee readings; possible individual stress or final-vowel differences.",
      "source": "https://nameplay.org/ways-to-spell-Carly",
      "excluded_examples": [
        "Karleigha"
      ],
      "broad_variants": [
        "Carly",
        "Carley",
        "Carlie",
        "Karlee",
        "Carlee",
        "Karlie",
        "Karli",
        "Karly",
        "Carli",
        "Karley",
        "Carleigh",
        "Karleigh",
        "Carlye",
        "Karlye",
        "Carlea",
        "Karlei",
        "Karlea",
        "Carlei",
        "Kharlie",
        "Kharli",
        "Karliee",
        "Kharlee",
        "Carliegh",
        "Carliee",
        "Kharley",
        "Karlyee"
      ],
      "published_broad_count": 26
    },
    "Hailey": {
      "pronunciation": "HAY-lee",
      "category": "reviewed",
      "variants": [
        "Hailey",
        "Haley",
        "Hayley",
        "Haylee",
        "Hailee",
        "Haleigh",
        "Haylie",
        "Halie",
        "Hailie",
        "Hayleigh",
        "Haily",
        "Halee",
        "Hayli",
        "Haileigh",
        "Haylea",
        "Haylei",
        "Haili",
        "Hailley",
        "Haeley",
        "Haillie",
        "Hailei",
        "Haeli",
        "Haely",
        "Haelee",
        "Haeleigh",
        "Hayliegh"
      ],
      "notes": "Excludes Halley, Halle, Haile, and Hayle, which have prominent alternative readings. Compound-looking errors are excluded after review.",
      "source": "https://nameplay.org/ways-to-spell-Hailey",
      "broad_variants": [
        "Hailey",
        "Haley",
        "Hayley",
        "Haylee",
        "Hailee",
        "Haleigh",
        "Haylie",
        "Halie",
        "Hailie",
        "Hayleigh",
        "Haily",
        "Halee",
        "Hayli",
        "Haileigh",
        "Hayle",
        "Haile",
        "Haili",
        "Haylea",
        "Haylei",
        "Heily",
        "Hailley",
        "Haliegh",
        "Haeley",
        "Halei",
        "Haillie",
        "Hailea",
        "Haille",
        "Hailei",
        "Haliey",
        "Haeli",
        "Haely",
        "Haelee",
        "Haeleigh",
        "Heiley",
        "Haly",
        "Heyli",
        "Haillee",
        "Hayly",
        "Hailly",
        "Haelie",
        "Heylee",
        "Hayliegh",
        "Haliee",
        "Heyley",
        "Hayllie",
        "Hailye",
        "Haiely",
        "Hayliee",
        "Heilly",
        "Hailiey",
        "Haiylee",
        "Halye",
        "Heili",
        "Heylie"
      ],
      "published_broad_count": 54
    },
    "Christy": {
      "pronunciation": "KRIS-tee",
      "category": "reviewed",
      "variants": [
        "Christy",
        "Kristi",
        "Kristy",
        "Christie",
        "Kristie",
        "Christi",
        "Cristy",
        "Cristi",
        "Cristie",
        "Krysti",
        "Kriste",
        "Krystie",
        "Kristee",
        "Chrystie",
        "Khristy",
        "Christe",
        "Christee",
        "Khristi",
        "Khristie",
        "Crystie",
        "Crysti",
        "Chrysti",
        "Kristye",
        "Christey",
        "Krysty",
        "Christye",
        "Kristey",
        "Cristee",
        "Kryste"
      ],
      "notes": "Conventional English readings. The six major spellings are all independently represented by the same pronunciation in CMUdict.",
      "source": "https://nameplay.org/ways-to-spell-Christy",
      "broad_variants": [
        "Christy",
        "Kristi",
        "Kristy",
        "Christie",
        "Kristie",
        "Christi",
        "Cristy",
        "Cristi",
        "Cristie",
        "Krysti",
        "Kriste",
        "Krystie",
        "Kristee",
        "Chrystie",
        "Khristy",
        "Christe",
        "Christee",
        "Khristi",
        "Khristie",
        "Crystie",
        "Crysti",
        "Chrysti",
        "Kristye",
        "Christey",
        "Krysty",
        "Christye",
        "Kristey",
        "Cristee",
        "Kryste"
      ],
      "published_broad_count": 29
    },
    "Taylin": {
      "pronunciation": "TAY-lin",
      "category": "reviewed",
      "variants": [
        "Taylin",
        "Taylen",
        "Taelyn",
        "Taelynn",
        "Taylynn",
        "Taylon",
        "Taylyn",
        "Tailynn",
        "Tailyn",
        "Taylinn",
        "Taelin",
        "Taelon",
        "Taelen",
        "Tailen",
        "Tayln",
        "Taelynne"
      ],
      "notes": "Assumes ordinary unstressed-vowel variation; excludes Turkish Taylan and likely TAL-in forms.",
      "source": "https://nameplay.org/ways-to-spell-Taylin",
      "broad_variants": [
        "Taylin",
        "Taylen",
        "Taelyn",
        "Taelynn",
        "Taylynn",
        "Taylon",
        "Taylan",
        "Taylyn",
        "Tailynn",
        "Tailyn",
        "Taylinn",
        "Taelin",
        "Taelon",
        "Taelen",
        "Tailon",
        "Taelan",
        "Tayln",
        "Taelynne",
        "Tailen",
        "Taylenn",
        "Teilynn"
      ],
      "published_broad_count": 21
    },
    "Cambrie": {
      "pronunciation": "KAM-bree",
      "category": "reviewed",
      "variants": [
        "Cambrie",
        "Cambree",
        "Kambree",
        "Kambrie",
        "Kambri",
        "Cambri",
        "Cambry",
        "Kambry",
        "Cambrey",
        "Kambrey",
        "Cambreigh",
        "Kambreigh"
      ],
      "notes": "Excludes Cambre/Kambre, which can end in an unstressed -uh.",
      "source": "https://nameplay.org/ways-to-spell-Cambrie",
      "broad_variants": [
        "Cambrie",
        "Cambree",
        "Kambree",
        "Kambrie",
        "Kambri",
        "Cambri",
        "Cambry",
        "Kambry",
        "Cambre",
        "Cambrey",
        "Kambrey",
        "Cambreigh",
        "Kambre",
        "Kambreigh"
      ],
      "published_broad_count": 14
    },
    "Maylin": {
      "pronunciation": "MAY-lin",
      "category": "reviewed",
      "variants": [
        "Maylin",
        "Maelynn",
        "Maelyn",
        "Maylen",
        "Maylynn",
        "Maylyn",
        "Maelin",
        "Maelynne",
        "Maylinn",
        "Maylon"
      ],
      "notes": "Excludes Malin/Malyn, Mailyn/Meilin, and other language-sensitive spellings; weak final-vowel variation remains.",
      "source": "https://nameplay.org/ways-to-spell-Maylin",
      "broad_variants": [
        "Maylin",
        "Maelynn",
        "Maelyn",
        "Malin",
        "Mailyn",
        "Maylen",
        "Maylynn",
        "Meylin",
        "Maylyn",
        "Meilin",
        "Maylon",
        "Maelin",
        "Meilyn",
        "Mailin",
        "Mailynn",
        "Malynn",
        "Malyn",
        "Mayelin",
        "Maelynne",
        "Meilynn",
        "Maylan",
        "Meilan",
        "Maylinn",
        "Meylan",
        "Mailon"
      ],
      "published_broad_count": 25
    },
    "Braylen": {
      "pronunciation": "BRAY-lin",
      "category": "reviewed",
      "variants": [
        "Braylen",
        "Braelyn",
        "Braelynn",
        "Braylin",
        "Braylynn",
        "Brailyn",
        "Braylan",
        "Braylyn",
        "Brailynn",
        "Braelin",
        "Braelon",
        "Braelen",
        "Breylon",
        "Breylin",
        "Brailen",
        "Braelynne",
        "Breylen",
        "Breylan",
        "Braylinn",
        "Brayln",
        "Braylon"
      ],
      "notes": "Treats unstressed -len/-lin/-lon alike; excludes Brelynn and short-A Bralyn forms.",
      "source": "https://nameplay.org/ways-to-spell-Braylon",
      "broad_variants": [
        "Braylon",
        "Braylen",
        "Braelyn",
        "Braelynn",
        "Braylin",
        "Braylynn",
        "Brailyn",
        "Braylan",
        "Braylyn",
        "Brelynn",
        "Brailynn",
        "Bralyn",
        "Bralynn",
        "Brelyn",
        "Braelin",
        "Braelon",
        "Bralen",
        "Breylon",
        "Brealynn",
        "Braelen",
        "Breylin",
        "Brailen",
        "Braelynne",
        "Brealyn",
        "Breylen",
        "Breylan",
        "Braylinn",
        "Bralon",
        "Bralin",
        "Brayln",
        "Brailon",
        "Brelan",
        "Breighlyn",
        "Breighlynn",
        "Braylenn",
        "Breilyn",
        "Braelan",
        "Brelon",
        "Breylynn",
        "Braylynne",
        "Brailin",
        "Breilynn",
        "Braylnn",
        "Bralynne",
        "Braelyne",
        "Bralan",
        "Breylyn",
        "Braelinn"
      ],
      "published_broad_count": 48
    },
    "Raylee": {
      "pronunciation": "RAY-lee",
      "category": "reviewed",
      "variants": [
        "Raylee",
        "Rayleigh",
        "Raeleigh",
        "Raelee",
        "Railey",
        "Raylie",
        "Raley",
        "Railee",
        "Raeley",
        "Raileigh",
        "Rayley",
        "Raylea",
        "Rayli",
        "Raeli",
        "Raelie",
        "Raylei",
        "Reylee",
        "Reyleigh"
      ],
      "notes": "Uses ordinary English RAY-lee; Raley and Railey can vary by family.",
      "source": "https://nameplay.org/ways-to-spell-Raylee",
      "broad_variants": [
        "Raylee",
        "Rayleigh",
        "Raeleigh",
        "Raelee",
        "Reyli",
        "Railey",
        "Raylie",
        "Raley",
        "Railee",
        "Raeley",
        "Raileigh",
        "Rayley",
        "Raylea",
        "Rayli",
        "Raeli",
        "Raelie",
        "Raylei",
        "Raely",
        "Raelei",
        "Reylee",
        "Raily",
        "Raeliegh",
        "Reyleigh",
        "Reighlee"
      ],
      "published_broad_count": 24
    },
    "Chantel": {
      "pronunciation": "shahn-TELL",
      "category": "reviewed",
      "variants": [
        "Chantel",
        "Shantel",
        "Chantelle",
        "Shantell",
        "Chantell",
        "Shantelle",
        "Shawntel",
        "Shauntel",
        "Shontel",
        "Shontell",
        "Chauntel",
        "Shawntell",
        "Chantele",
        "Shauntell",
        "Shontelle",
        "Shantele",
        "Shawntelle",
        "Chauntelle",
        "Shauntelle",
        "Shuntel"
      ],
      "notes": "Excludes Chantal/Shantal, which may end in a different vowel. Initial vowel remains dialect sensitive.",
      "source": "https://nameplay.org/ways-to-spell-Chantel",
      "broad_variants": [
        "Chantel",
        "Shantel",
        "Chantelle",
        "Shantell",
        "Chantell",
        "Shantelle",
        "Shawntel",
        "Shauntel",
        "Shontel",
        "Shontell",
        "Chauntel",
        "Shawntell",
        "Chantele",
        "Shauntell",
        "Shontelle",
        "Shantele",
        "Shawntelle",
        "Chauntelle",
        "Shauntelle",
        "Shuntel",
        "Shuntell",
        "Chontel",
        "Chanteal",
        "Chauntell",
        "Chontell",
        "Chentel",
        "Schantel",
        "Shanteal",
        "Shentel",
        "Chantiel",
        "Chontelle",
        "Shauntele"
      ],
      "published_broad_count": 32
    },
    "Jaycee": {
      "pronunciation": "JAY-see",
      "category": "reviewed",
      "variants": [
        "Jaycee",
        "Jacey",
        "Jaci",
        "Jacie",
        "Jacy",
        "Jaycie",
        "Jayci",
        "Jacee",
        "Jaicee",
        "Jasey",
        "Jasie",
        "Jaicey",
        "Jaysie",
        "Jaysea",
        "Jaycey",
        "Jaeci",
        "Jaicie"
      ],
      "notes": "Excludes initials JC and spellings with likely other consonants. Jaci/Jacy assumed common English JAY-see.",
      "source": "https://nameplay.org/ways-to-spell-Jaycee",
      "broad_variants": [
        "Jaycee",
        "Jacey",
        "Jaci",
        "Jacie",
        "Jacy",
        "Jaycie",
        "Jayci",
        "Jc",
        "Jacee",
        "Jaicee",
        "Jasey",
        "Jasie",
        "Jaicey",
        "Jaysie",
        "Jasi",
        "Jaycey",
        "Jaici",
        "Jeisy",
        "Jaeci",
        "Jaecee",
        "Jaicie",
        "Jasyi",
        "Jaisy",
        "Jaycei",
        "Jaysea",
        "Jasee",
        "Jasy",
        "Jasye",
        "Jaycii"
      ],
      "published_broad_count": 29
    },
    "Lakeisha": {
      "pronunciation": "luh-KEE-shuh",
      "category": "reviewed",
      "variants": [
        "Lakeisha",
        "Lakisha",
        "Lakiesha",
        "Lakeesha",
        "Lakeysha",
        "Lekisha",
        "Lekeisha",
        "Lakishia",
        "Lakeasha",
        "Lakysha",
        "Lakeishia",
        "Lakeyshia",
        "Laquisha",
        "Laqueisha",
        "Lequisha"
      ],
      "notes": "Excludes Lakesha/Lakeshia and Laquesha/Laqueshia, which can have KESH rather than KEESH; remaining first unstressed vowels assumed reduced.",
      "source": "https://nameplay.org/ways-to-spell-Lakeisha",
      "broad_variants": [
        "Lakeisha",
        "Lakisha",
        "Lakesha",
        "Lakeshia",
        "Laquisha",
        "Lakiesha",
        "Lakeesha",
        "Lakeysha",
        "Laquesha",
        "Lekisha",
        "Lekeisha",
        "Lekesha",
        "Lakecia",
        "Lakesia",
        "Lekeshia",
        "Lakishia",
        "Lakeasha",
        "Lakysha",
        "Laketia",
        "Laqueshia",
        "Lequisha",
        "Laqueisha",
        "Lakeisa",
        "Lakeishia",
        "Lakaisha",
        "Lakeyshia",
        "Laquiesha",
        "Lakechia",
        "Likisha",
        "Lekecia",
        "Lakecha",
        "Laquishia",
        "Lekiesha",
        "Lekeysha",
        "Lakeysia",
        "Lakeeshia",
        "Lakeicha",
        "Lekesia",
        "Lakicia",
        "Lekeesha",
        "Lukesha",
        "Laquitia",
        "Lakeshi",
        "Lakischa",
        "Likesha",
        "Lakesiha",
        "Lakicha",
        "Lukeshia",
        "Lequesha",
        "Lakeashia",
        "Lakyshia",
        "Lekishia",
        "Lachisha",
        "Lakeshea",
        "Lakeycha",
        "Lakieshia",
        "Lakitia",
        "Lakitsha",
        "Laquicha"
      ],
      "published_broad_count": 59
    },
    "Deshawn": {
      "pronunciation": "duh-SHAWN",
      "category": "reviewed",
      "variants": [
        "Deshawn",
        "Dashawn",
        "Deshaun",
        "Desean",
        "Dashaun",
        "Deshon",
        "Dashon",
        "Dasean",
        "Dshawn",
        "Dushawn",
        "Dshaun",
        "Dsean",
        "Deshone",
        "Dishawn",
        "Deshaune"
      ],
      "notes": "Assumes reduced De-/Da-/Du-/Di- before stressed SHAWN; excludes DAY-shawn variants.",
      "source": "https://nameplay.org/ways-to-spell-Deshawn",
      "broad_variants": [
        "Deshawn",
        "Dashawn",
        "Deshaun",
        "Desean",
        "Dashaun",
        "Deshon",
        "Dashon",
        "Dasean",
        "Dayshawn",
        "Daeshawn",
        "Dshawn",
        "Dushawn",
        "Deshone",
        "Dsean",
        "Dishon",
        "Dshaun",
        "Dyshawn",
        "Deshan",
        "Daesean",
        "Dashan",
        "Dishawn",
        "Daishon",
        "Dyshon",
        "Dushaun",
        "Dyshaun",
        "Dashone",
        "Deyshawn",
        "Dshon",
        "Dishan",
        "Deashawn",
        "Deshaune",
        "Deeshawn",
        "Deshuan",
        "Deyshaun",
        "Deshown",
        "Dashown",
        "Dechaun",
        "Deshion",
        "Dishaun",
        "Dysean"
      ],
      "published_broad_count": 40
    },
    "Jerrell": {
      "pronunciation": "juh-RELL",
      "category": "reviewed",
      "variants": [
        "Jerrell",
        "Jarrell",
        "Jerel",
        "Jarell",
        "Jerrel",
        "Jerell",
        "Jarel",
        "Jarrel",
        "Gerrell",
        "Jarelle",
        "Jahrell",
        "Jerelle",
        "Jurell",
        "Gerell",
        "Jahrel",
        "Jerrelle",
        "Jurrell",
        "Jarrelle"
      ],
      "notes": "Excludes Jeryl/Jerryl and Jerrol variants with first-syllable stress; stress of remaining spellings is still individual.",
      "source": "https://nameplay.org/ways-to-spell-Jerrell",
      "broad_variants": [
        "Jerrell",
        "Jarrell",
        "Jerel",
        "Jarell",
        "Jerrel",
        "Jeryl",
        "Jerell",
        "Jarel",
        "Jarrel",
        "Gerrell",
        "Jeral",
        "Geral",
        "Jarelle",
        "Jerrol",
        "Jerral",
        "Jahrell",
        "Jerelle",
        "Jerryl",
        "Jurell",
        "Jerol",
        "Gerell",
        "Geryl",
        "Jahrel",
        "Jerrelle",
        "Jurrell",
        "Jarol",
        "Jerroll",
        "Jerrill",
        "Jerril",
        "Gerrel",
        "Jurel",
        "Jarrelle",
        "Jaryl",
        "Jerrall",
        "Jheryl",
        "Gerall",
        "Jarryl"
      ],
      "published_broad_count": 37
    },
    "Annalise": {
      "pronunciation": "AN-uh-lees",
      "category": "reviewed",
      "variants": [
        "Annalise",
        "Annelise",
        "Annaliese",
        "Analise",
        "Annalyse",
        "Analiese",
        "Anelise",
        "Annaleise",
        "Annelyse",
        "Annalese",
        "Analisse",
        "Annalisse",
        "Analese",
        "Anelisse",
        "Analeise",
        "Annalyce",
        "Aneliese",
        "Annaleese",
        "Analysse",
        "Annalysse"
      ],
      "notes": "Excludes Anneliese/Annelies and -lis/-liz variants with prominent different endings or syllable counts; remaining forms assume Anglicized readings.",
      "source": "https://nameplay.org/ways-to-spell-Annalise",
      "broad_variants": [
        "Annalise",
        "Annelise",
        "Anneliese",
        "Annaliese",
        "Analise",
        "Annalyse",
        "Analiese",
        "Analiz",
        "Analyse",
        "Analis",
        "Anelise",
        "Annaleise",
        "Annelyse",
        "Aneliz",
        "Annalese",
        "Analisse",
        "Annalisse",
        "Annalis",
        "Anelis",
        "Annaliz",
        "Analese",
        "Anelisse",
        "Annelies",
        "Analeise",
        "Annalyce",
        "Aneliese",
        "Annaleese",
        "Analysse",
        "Annalysse",
        "Analyce",
        "Annalize",
        "Analeese",
        "Analys",
        "Anelys",
        "Annelisse",
        "Annelis",
        "Anneleise",
        "Analize",
        "Annaelise",
        "Anneliz",
        "Annalys",
        "Annaleece",
        "Analice",
        "Annalice",
        "Anelyse",
        "Ahnalise",
        "Annelys",
        "Anneliesse",
        "Annaliesse",
        "Aneles",
        "Annalease",
        "Annaliece",
        "Anneelise",
        "Analeece",
        "Analyz",
        "Anelysse",
        "Anaelise",
        "Analyss",
        "Annalyss"
      ],
      "published_broad_count": 59
    },
    "Aaliyah": {
      "pronunciation": "uh-LEE-uh",
      "category": "reviewed",
      "variants": [
        "Aaliyah",
        "Aliyah",
        "Aleah",
        "Alia",
        "Aliya",
        "Aliah",
        "Alliyah",
        "Aleyah",
        "Aaliya",
        "Aleeyah",
        "Aleeah",
        "Aaleyah",
        "Aleeya",
        "Alyiah",
        "Aaliah",
        "Aleaha",
        "Aalyiah",
        "Aalyah",
        "Aalia",
        "Alliah",
        "Aleea",
        "Aleiyah",
        "Alyia",
        "Aleiya",
        "Alleah",
        "Allia",
        "Aaleah",
        "Alleyah",
        "Allyah",
        "Ahliyah",
        "Aliyyah",
        "Alliya",
        "Aailyah",
        "Ahlia",
        "Aleeha",
        "Aalliyah",
        "Allyiah",
        "Aaleeyah",
        "Ahleah"
      ],
      "notes": "Excludes Aleigha/Alea/Aleia/Aleya and Alya where other vowel sequences are especially plausible; Alia and Aliya can have different stress across languages.",
      "source": "https://nameplay.org/ways-to-spell-Aaliyah",
      "broad_variants": [
        "Aaliyah",
        "Aliyah",
        "Aleah",
        "Alia",
        "Aliya",
        "Aliah",
        "Aleigha",
        "Alea",
        "Aleia",
        "Alliyah",
        "Aleyah",
        "Alya",
        "Aleya",
        "Aaliya",
        "Aleeyah",
        "Aleeah",
        "Alyah",
        "Aaleyah",
        "Aleeya",
        "Alyiah",
        "Aaliah",
        "Aleaha",
        "Aleiah",
        "Aalyiah",
        "Aalyah",
        "Aalia",
        "Alliah",
        "Aleea",
        "Aleiyah",
        "Alyia",
        "Aleiya",
        "Aaliyha",
        "Alleah",
        "Allia",
        "Aaleah",
        "Alleyah",
        "Allyah",
        "Ahliyah",
        "Aliha",
        "Aliyha",
        "Aliayah",
        "Aliyyah",
        "Alliya",
        "Aailyah",
        "Ahlia",
        "Aaleigha",
        "Aleeha",
        "Aalliyah",
        "Allyiah",
        "Aaleeyah",
        "Aaliayah",
        "Aleaya",
        "Aliea",
        "Allea",
        "Aleayah",
        "Ahleah",
        "Aayliah",
        "Aliegha",
        "Alieah",
        "Alyha",
        "Ayleah",
        "Ahliya",
        "Aalya",
        "Aleighya",
        "Alieyah",
        "Aliyaah",
        "Alleya",
        "Aaleiyah",
        "Aleyia",
        "Aliyiah",
        "Alyaa",
        "Aileah",
        "Aleyiah",
        "Aaliayh",
        "Aliaa",
        "Aaliyiah",
        "Aleha",
        "Aliaha",
        "Ahlea",
        "Alleia",
        "Aliaya",
        "Alieya",
        "Aaleiya",
        "Aleighia",
        "Alyea",
        "Aahliyah",
        "Aaleya",
        "Aaleahya",
        "Aaliyaha",
        "Aleahya",
        "Alhia",
        "Aliia",
        "Aliyya",
        "Aalyha",
        "Alleigha",
        "Ollia",
        "Ahleigha",
        "Aliye",
        "Aailiyah",
        "Aaliha",
        "Aaleiah",
        "Aaleia",
        "Olliyah",
        "Aliiyah",
        "Aalea",
        "Aaleayah",
        "Aaleeya",
        "Aalieyah",
        "Aaliyaa",
        "Aallyah",
        "Aalyia",
        "Ahleeyah",
        "Ahleyah",
        "Aleiha",
        "Aliyia",
        "Alliyiah",
        "Allya"
      ],
      "published_broad_count": 117
    },
    "Riley": {
      "pronunciation": "RYE-lee",
      "category": "reviewed",
      "variants": [
        "Riley",
        "Rylee",
        "Ryleigh",
        "Rylie",
        "Reilly",
        "Ryley",
        "Rileigh",
        "Rilee",
        "Rhylee",
        "Rylei",
        "Rhiley",
        "Rylea",
        "Reiley",
        "Reily",
        "Ryli",
        "Rhyleigh",
        "Rhylie",
        "Rielly",
        "Riely",
        "Ryelee",
        "Ryliegh",
        "Rieley",
        "Reilley",
        "Rilie",
        "Rhylei",
        "Ryliee",
        "Rhilee",
        "Rilley",
        "Ryeleigh",
        "Rhyli",
        "Rhyley",
        "Rilei",
        "Rilea",
        "Rily",
        "Ryllie",
        "Rillie",
        "Wriley",
        "Riylee",
        "Ryilee",
        "Reyly",
        "Rhylea",
        "Reileigh",
        "Wrylee",
        "Reilee",
        "Rielee",
        "Reili",
        "Rialey",
        "Ryly",
        "Ryeli",
        "Wrylie",
        "Riliegh",
        "Rileah",
        "Rylii",
        "Rhileigh",
        "Rieleigh",
        "Rielley",
        "Righley",
        "Ryleeh"
      ],
      "notes": "Usual English RYE-lee; possible spelling mistakes remain in public data.",
      "source": "https://nameplay.org/ways-to-spell-Riley",
      "broad_variants": [
        "Riley",
        "Rylee",
        "Ryleigh",
        "Rylie",
        "Reilly",
        "Ryley",
        "Rileigh",
        "Rilee",
        "Rhylee",
        "Rylei",
        "Rhiley",
        "Rylea",
        "Reiley",
        "Reily",
        "Ryli",
        "Rhyleigh",
        "Rhylie",
        "Rielly",
        "Riely",
        "Ryelee",
        "Ryliegh",
        "Rieley",
        "Reilley",
        "Rilie",
        "Rhylei",
        "Ryliee",
        "Rhilee",
        "Rilley",
        "Ryeleigh",
        "Rhyli",
        "Rhyley",
        "Rilei",
        "Rilea",
        "Rily",
        "Ryllie",
        "Rillie",
        "Wriley",
        "Riylee",
        "Ryilee",
        "Reyly",
        "Rhylea",
        "Reileigh",
        "Wrylee",
        "Reilee",
        "Rielee",
        "Reili",
        "Rialey",
        "Ryly",
        "Ryeli",
        "Wrylie",
        "Riliegh",
        "Rileah",
        "Rylii",
        "Rhileigh",
        "Rieleigh",
        "Rielley",
        "Righley",
        "Ryleeh"
      ],
      "published_broad_count": 58
    },
    "Jayden": {
      "pronunciation": "JAY-dun",
      "category": "reviewed",
      "variants": [
        "Jayden",
        "Jaden",
        "Jaiden",
        "Jadyn",
        "Jadon",
        "Jaydon",
        "Jaidyn",
        "Jaeden",
        "Jaedyn",
        "Jaydin",
        "Jaydan",
        "Jaedon",
        "Jadin",
        "Jaydyn",
        "Jaidan",
        "Jadan",
        "Jaidon",
        "Jaydn",
        "Jeyden",
        "Jadeyn",
        "Jadynn",
        "Jaedan",
        "Jaedin",
        "Jaidin",
        "Jaydenn",
        "Jaidynn",
        "Jden",
        "Jhayden",
        "Jadien",
        "Jeiden",
        "Jaiyden",
        "Jaydien",
        "Jaedynn",
        "Jeydan",
        "Jdyn",
        "Jyden",
        "Jahden",
        "Jaydynn",
        "Jhaden",
        "Jeydon",
        "Jaydden",
        "Jadeon",
        "Jadyne",
        "Jadenn",
        "Jaaden",
        "Jhaiden",
        "Jayeden",
        "Jadein",
        "Jaydun",
        "Jahyden",
        "Jadyen",
        "Jaidenn",
        "Jadynne",
        "Jaydein",
        "Jadn",
        "Jaidden",
        "Jadenne",
        "Jahdon",
        "Jaiiden",
        "Jaydhen",
        "Jdin",
        "Jaidn",
        "Jaydann",
        "Jaydehn",
        "Jayhden",
        "Jayiden",
        "Jdan",
        "Jdon",
        "Jdynn",
        "Jeaden",
        "Jeadon",
        "Jeden",
        "Jeidan",
        "Jeidyn",
        "Jheyden"
      ],
      "notes": "Conventional English family. Biblical Jadon may have another pronunciation; ordinary unstressed final vowels are merged.",
      "source": "https://nameplay.org/ways-to-spell-Jayden",
      "excluded_examples": [
        "Tjaden"
      ],
      "broad_variants": [
        "Jayden",
        "Jaden",
        "Jaiden",
        "Jadyn",
        "Jadon",
        "Jaydon",
        "Jaidyn",
        "Jaeden",
        "Jaedyn",
        "Jaydin",
        "Jaydan",
        "Jaedon",
        "Jadin",
        "Jaydyn",
        "Jaidan",
        "Jadan",
        "Jaidon",
        "Jaydn",
        "Jeyden",
        "Jadeyn",
        "Jadynn",
        "Jaedan",
        "Jaedin",
        "Jaidin",
        "Jaydenn",
        "Jaidynn",
        "Jden",
        "Jhayden",
        "Jadien",
        "Jeiden",
        "Jaiyden",
        "Jaydien",
        "Jaedynn",
        "Jeydan",
        "Jdyn",
        "Jyden",
        "Jahden",
        "Jaydynn",
        "Jhaden",
        "Jeydon",
        "Jaydden",
        "Jadeon",
        "Jadyne",
        "Tjaden",
        "Jadenn",
        "Jaaden",
        "Jhaiden",
        "Jayeden",
        "Jadein",
        "Jaydun",
        "Jahyden",
        "Jadyen",
        "Jaidenn",
        "Jadynne",
        "Jaydein",
        "Jadn",
        "Jaidden",
        "Jadenne",
        "Jahdon",
        "Jaiiden",
        "Jaydhen",
        "Jdin",
        "Jaidn",
        "Jaydann",
        "Jaydehn",
        "Jayhden",
        "Jayiden",
        "Jdan",
        "Jdon",
        "Jdynn",
        "Jeaden",
        "Jeadon",
        "Jeden",
        "Jeidan",
        "Jeidyn",
        "Jheyden"
      ],
      "published_broad_count": 76
    },
    "Kayden": {
      "pronunciation": "KAY-dun",
      "category": "reviewed",
      "variants": [
        "Kayden",
        "Caden",
        "Kaden",
        "Kaiden",
        "Cayden",
        "Caiden",
        "Kaeden",
        "Kadin",
        "Kadyn",
        "Kaidyn",
        "Kaedyn",
        "Caeden",
        "Kaydin",
        "Kaydon",
        "Cadyn",
        "Caidyn",
        "Kaidan",
        "Kaydan",
        "Kadon",
        "Keyden",
        "Kaedon",
        "Caydon",
        "Cadin",
        "Kaidon",
        "Khayden",
        "Kaydyn",
        "Kadan",
        "Caedyn",
        "Caydin",
        "Keiden",
        "Kaidin",
        "Caedon",
        "Caidan",
        "Kaedin",
        "Kaedan",
        "Khaden",
        "Cadan",
        "Khaiden",
        "Kaydn",
        "Caydan",
        "Cadon",
        "Caidon",
        "Kden",
        "Kaydenn",
        "Kaiyden",
        "Caedan",
        "Khaidyn",
        "Keaden",
        "Caidin",
        "Keidan",
        "Kaidynn",
        "Caydn",
        "Kdyn",
        "Kadynn",
        "Caydyn",
        "Caedin",
        "Khadyn",
        "Cadien",
        "Kadeyn",
        "Keydan",
        "Kaydien",
        "Keidyn",
        "Keydon",
        "Kaedynn",
        "Khadin",
        "Kayeden",
        "Kaaden",
        "Kaidenn",
        "Caydenn",
        "Keidon",
        "Caiyden",
        "Kadein",
        "Kadenn",
        "Kahden",
        "Kaydynn",
        "Khaydin",
        "Qaiden",
        "Caidenn",
        "Kaiiden",
        "Kaydden",
        "Kayedon",
        "Caaden",
        "Caydien",
        "Kaedn",
        "Keadyn"
      ],
      "notes": "Conventional English family; occasional KAI/KASS readings remain possible. Weak unstressed vowels are merged.",
      "source": "https://nameplay.org/ways-to-spell-Kayden",
      "excluded_examples": [
        "Kaydeen",
        "Quayden",
        "Chaydon",
        "Chaiden",
        "Chaeden"
      ],
      "broad_variants": [
        "Kayden",
        "Caden",
        "Kaden",
        "Kaiden",
        "Cayden",
        "Caiden",
        "Kaeden",
        "Kadin",
        "Kadyn",
        "Kaidyn",
        "Kaedyn",
        "Caeden",
        "Kaydin",
        "Kaydon",
        "Cadyn",
        "Caidyn",
        "Kaidan",
        "Kaydan",
        "Kadon",
        "Keyden",
        "Kaedon",
        "Caydon",
        "Cadin",
        "Kaidon",
        "Khayden",
        "Kaydyn",
        "Kadan",
        "Caedyn",
        "Caydin",
        "Keiden",
        "Kaidin",
        "Caedon",
        "Caidan",
        "Kaedin",
        "Kaedan",
        "Khaden",
        "Cadan",
        "Khaiden",
        "Kaydn",
        "Caydan",
        "Cadon",
        "Caidon",
        "Kden",
        "Kaydenn",
        "Kaiyden",
        "Caedan",
        "Khaidyn",
        "Keaden",
        "Caidin",
        "Keidan",
        "Kaidynn",
        "Caydn",
        "Kdyn",
        "Kadynn",
        "Caydyn",
        "Caedin",
        "Khadyn",
        "Cadien",
        "Kadeyn",
        "Keydan",
        "Kaydien",
        "Keidyn",
        "Keydon",
        "Kaedynn",
        "Khadin",
        "Kayeden",
        "Kaaden",
        "Kaidenn",
        "Caydenn",
        "Keidon",
        "Caiyden",
        "Chaiden",
        "Kadein",
        "Kadenn",
        "Kahden",
        "Kaydynn",
        "Khaydin",
        "Qaiden",
        "Caidenn",
        "Kaiiden",
        "Kaydden",
        "Kayedon",
        "Caaden",
        "Caydien",
        "Chaeden",
        "Chaydon",
        "Kaedn",
        "Kaydeen",
        "Keadyn",
        "Quayden"
      ],
      "published_broad_count": 90
    },
    "Mackenzie": {
      "pronunciation": "muh-KEN-zee",
      "category": "reviewed",
      "variants": [
        "Mackenzie",
        "Mckenzie",
        "Makenzie",
        "Makenzi",
        "Mackenzi",
        "Mckenzi",
        "Makenzy",
        "Mackenzy",
        "Mykenzie",
        "Mekenzie",
        "Mikenzie",
        "Mckenzy",
        "Makenzee",
        "Mckenzee",
        "Mackenzee",
        "Mickenzie",
        "Macenzie",
        "Mkenzie",
        "Makenzye",
        "Mikenzi",
        "Meckenzie",
        "Mckenzey",
        "Mackenzey",
        "Makenzey",
        "Mckenzye",
        "Mykenzi",
        "Mackenzye"
      ],
      "notes": "Excludes -kensie/-kenzy forms with plausible S and -kinzie spellings with a different stressed vowel.",
      "source": "https://nameplay.org/ways-to-spell-Mackenzie",
      "excluded_examples": [
        "Mckinzi"
      ],
      "broad_variants": [
        "Mackenzie",
        "Mckenzie",
        "Makenzie",
        "Makenzi",
        "Mackenzi",
        "Mckenzi",
        "Makenzy",
        "Mackenzy",
        "Mykenzie",
        "Mekenzie",
        "Mikenzie",
        "Mckenzy",
        "Makenzee",
        "Mackensie",
        "Makinzie",
        "Makynzie",
        "Mackinzie",
        "Mckenzee",
        "Mackenzee",
        "Mckensie",
        "Makensie",
        "Mickenzie",
        "Mckynzie",
        "Mackynzie",
        "Mackenize",
        "Macenzie",
        "Makynzi",
        "Mckensey",
        "Mkenzie",
        "Mckenize",
        "Makenzye",
        "Mikenzi",
        "Makenze",
        "Meckenzie",
        "Mckenzey",
        "Mackenzey",
        "Makenzey",
        "Mckenzye",
        "Mykenzi",
        "Mackinze",
        "Mackenzye",
        "Mckensi",
        "Makenize",
        "Makensey",
        "Mackensey",
        "Mckinzi",
        "Mackensi",
        "Mackenze",
        "Mackinzee",
        "Mckenze",
        "Mckynzi",
        "Makinzey",
        "Makensi",
        "Makensy",
        "Mekenzi",
        "Makenzii",
        "Mikenzy",
        "Machenzie",
        "Mahkenzie",
        "Mckennzie",
        "Mackinzi",
        "Mackynzi",
        "Mkenzi",
        "Mackinzey",
        "Mckenzii",
        "Mackanzie",
        "Mckensy",
        "Mckenziee",
        "Mickenzy",
        "Mykenzee",
        "Mackynze",
        "Mckynsie",
        "Macenzi",
        "Mackensy",
        "Mackenziee",
        "Makennzie",
        "Mekensie",
        "Mekenzy",
        "Mickenzi"
      ],
      "published_broad_count": 79
    },
    "Brittany": {
      "pronunciation": "BRIT-nee",
      "category": "reviewed",
      "variants": [
        "Brittany",
        "Brittney",
        "Britney",
        "Brittani",
        "Britany",
        "Brittni",
        "Brittanie",
        "Britni",
        "Brittny",
        "Brittaney",
        "Brittnee",
        "Brittnie",
        "Britny",
        "Britnee",
        "Brittnay",
        "Britteny",
        "Britani",
        "Britnie",
        "Britanny",
        "Brittini",
        "Brittiany",
        "Brittanee",
        "Brittiny",
        "Brittainy",
        "Britanie",
        "Brittanny",
        "Brittiney",
        "Britne",
        "Britini",
        "Brittne",
        "Britaney",
        "Bryttany",
        "Brittane",
        "Bryttani",
        "Britiany",
        "Brittanni",
        "Brytni",
        "Britanee",
        "Brittnei",
        "Britnay",
        "Brytney",
        "Britainy"
      ],
      "notes": "Assumes the usual contracted two-syllable pronunciation. Some bearers use three syllables; brith- variants excluded.",
      "source": "https://nameplay.org/ways-to-spell-Brittany",
      "broad_variants": [
        "Brittany",
        "Brittney",
        "Britney",
        "Brittani",
        "Britany",
        "Brittni",
        "Brittanie",
        "Britni",
        "Brittny",
        "Brittaney",
        "Brittnee",
        "Brittnie",
        "Britny",
        "Britnee",
        "Brittnay",
        "Britteny",
        "Britani",
        "Britnie",
        "Britanny",
        "Brithany",
        "Brittini",
        "Brittiany",
        "Brittanee",
        "Brittiny",
        "Brittainy",
        "Britanie",
        "Brittanny",
        "Brittiney",
        "Britne",
        "Britini",
        "Brittne",
        "Britaney",
        "Bryttany",
        "Brittane",
        "Brittony",
        "Bryttani",
        "Britiany",
        "Brittanni",
        "Brytni",
        "Brithney",
        "Britanee",
        "Brittnei",
        "Britnay",
        "Brytney",
        "Britainy",
        "Brittnye",
        "Britiney",
        "Britteney",
        "Brytani",
        "Brittnae",
        "Brittinie",
        "Briteny",
        "Britiny",
        "Brittannie",
        "Brytnee",
        "Bryttney",
        "Britanni",
        "Bryttni",
        "Brittinee",
        "Birttany",
        "Britnei",
        "Brittanye",
        "Brittnea",
        "Brittine",
        "Brittoni",
        "Britthany",
        "Brittinay",
        "Brytnie",
        "Brittnany",
        "Britteni",
        "Bryttanie",
        "Britane",
        "Britinee",
        "Brithanny",
        "Brittiani",
        "Brttany",
        "Britnye",
        "Brittainey",
        "Brytany",
        "Bryttnie",
        "Brytanni",
        "Brytne",
        "Bryttnee",
        "Britttany",
        "Brytanie",
        "Brithny",
        "Brittanae",
        "Bryttnii",
        "Brintney",
        "Britnae",
        "Brittaini",
        "Brittanii",
        "Brittnii"
      ],
      "published_broad_count": 93
    },
    "Sherry": {
      "pronunciation": "SHERR-ee",
      "category": "reviewed",
      "variants": [
        "Sherry",
        "Sherri",
        "Sheri",
        "Sherrie",
        "Sherie",
        "Cherri",
        "Cherrie",
        "Sherre",
        "Sherrye",
        "Scherry",
        "Shery",
        "Scherrie"
      ],
      "notes": "Excludes Shari and Cheri/Cherie/Sheree: distinct vowels or second-syllable stress are too frequent for automatic assignment.",
      "source": "https://nameplay.org/ways-to-spell-Sherry",
      "broad_variants": [
        "Sherry",
        "Sherri",
        "Sheri",
        "Shari",
        "Cheri",
        "Sherrie",
        "Cherie",
        "Sheree",
        "Sherie",
        "Cherrie",
        "Cherri",
        "Sharee",
        "Cheree",
        "Sharie",
        "Sherree",
        "Sharri",
        "Chari",
        "Sharry",
        "Sherre",
        "Sharrie",
        "Sherrye",
        "Chery",
        "Scherry",
        "Charee",
        "Shery",
        "Shary",
        "Charie",
        "Scherrie",
        "Sherea",
        "Sharea",
        "Cherye",
        "Sherrey",
        "Charrie",
        "Scherri",
        "Cherree",
        "Sherye",
        "Sharree",
        "Charri",
        "Sheriee",
        "Sharey",
        "Chary",
        "Sheery",
        "Charry",
        "Sheary",
        "Sherrea"
      ],
      "published_broad_count": 45
    },
    "Kira": {
      "pronunciation": "KEER-uh",
      "category": "reviewed",
      "variants": [
        "Kira",
        "Keira",
        "Kiera",
        "Keara",
        "Kirra",
        "Keirra",
        "Kirah",
        "Keera",
        "Keirah",
        "Kierah",
        "Ceira",
        "Khira",
        "Kearah",
        "Kiira"
      ],
      "notes": "Excludes Kyra, Ciara, and Cira because KYE-/see-/CHEE- readings are substantial. Keara itself remains bearer dependent.",
      "source": "https://nameplay.org/ways-to-spell-Kira",
      "broad_variants": [
        "Kira",
        "Kyra",
        "Keira",
        "Kiera",
        "Keara",
        "Kirra",
        "Kyrah",
        "Keirra",
        "Kirah",
        "Keyra",
        "Keera",
        "Cira",
        "Keirah",
        "Kierah",
        "Ceira",
        "Khira",
        "Kyrra",
        "Kearah",
        "Kiira",
        "Kyira",
        "Keyira",
        "Kiyra",
        "Kirrah",
        "Qira",
        "Chyra",
        "Keirrah",
        "Kyrrah",
        "Chira",
        "Keyrra",
        "Keerra",
        "Kiyrah",
        "Keyrah",
        "Keerah",
        "Kyraa",
        "Kyrha"
      ],
      "published_broad_count": 35
    },
    "Katherine": {
      "pronunciation": "KATH-rin",
      "category": "reviewed",
      "variants": [
        "Katherine",
        "Catherine",
        "Kathryn",
        "Katharine",
        "Cathryn",
        "Kathrine",
        "Catharine",
        "Katheryn",
        "Cathrine",
        "Kathryne",
        "Katharyn",
        "Katheryne",
        "Catheryn",
        "Cathryne",
        "Katharin",
        "Kathern",
        "Kathrynn",
        "Katherynn",
        "Catheryne",
        "Kathyrn",
        "Cathrin"
      ],
      "notes": "Allows common two/three-syllable reduction; excludes foreign-language Katerina and related names.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Kristen": {
      "pronunciation": "KRIS-tin",
      "category": "reviewed",
      "variants": [
        "Kristen",
        "Kristin",
        "Kristyn",
        "Christen",
        "Cristen",
        "Kristan",
        "Cristin",
        "Christin",
        "Cristyn",
        "Chrysten",
        "Chrystin",
        "Krysten",
        "Krystin",
        "Krystyn",
        "Khristen",
        "Khristin",
        "Kristinn",
        "Kristynn"
      ],
      "notes": "Excludes Kirsten and Christine. Unstressed final vowel variation is allowed.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Carrie": {
      "pronunciation": "KAIR-ee",
      "category": "dialect_sensitive",
      "variants": [
        "Carrie",
        "Kerry",
        "Kari",
        "Kerri",
        "Keri",
        "Carey",
        "Cary",
        "Karrie",
        "Carie",
        "Carri",
        "Kary",
        "Karry",
        "Carry",
        "Carrey",
        "Kerrey",
        "Kerrie",
        "Kerie",
        "Kery"
      ],
      "notes": "Requires the common US Mary/merry/marry merger; Kari also has KAR-ee readings. This row is dialect-sensitive.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Megan": {
      "pronunciation": "MEG-un",
      "category": "dialect_sensitive",
      "variants": [
        "Megan",
        "Meghan",
        "Meagan",
        "Meaghan",
        "Maegan",
        "Meghann",
        "Meggan",
        "Meagen",
        "Megann",
        "Megen",
        "Mehgan",
        "Megyn",
        "Meggin",
        "Meganne",
        "Megin",
        "Meghin",
        "Meaghen",
        "Meaghann",
        "Meghen",
        "Meggen"
      ],
      "notes": "Megan-family stressed vowels vary by region/bearer (MEG/MAYG/MEEG). Excludes explicit May-/Mee- forms but still conditional.",
      "source": "https://nameplay.org/ways-to-spell-Megan",
      "broad_variants": [
        "Megan",
        "Meghan",
        "Meagan",
        "Meaghan",
        "Maegan",
        "Meghann",
        "Magen",
        "Meggan",
        "Magan",
        "Meagen",
        "Maeghan",
        "Meegan",
        "Maegen",
        "Megann",
        "Megen",
        "Maygan",
        "Meighan",
        "Mehgan",
        "Maghan",
        "Megyn",
        "Maygen",
        "Meggin",
        "Meganne",
        "Megin",
        "Meagon",
        "Maigan",
        "Meeghan",
        "Meghin",
        "Magon",
        "Megean",
        "Meaghen",
        "Megon",
        "Meigan",
        "Meaghann",
        "Meghen",
        "Meggen",
        "Meygan",
        "Maigen",
        "Maghen",
        "Meghanne",
        "Magin",
        "Megahn",
        "Meghaan",
        "Maeghen",
        "Magean",
        "Meagin",
        "Meahgan",
        "Maegann",
        "Maegon",
        "Meagann",
        "Megghan",
        "Meghyn",
        "Maghann",
        "Megaan",
        "Maggen",
        "Maigon",
        "Mayghan",
        "Meagyn",
        "Meghean",
        "Meghon"
      ],
      "published_broad_count": 60
    },
    "Jocelyn": {
      "pronunciation": "JOSS-lin",
      "category": "pronunciation_sensitive",
      "variants": [
        "Jocelyn",
        "Joselyn",
        "Joslyn",
        "Jocelynn",
        "Josselyn",
        "Joslynn",
        "Jocelin",
        "Josslyn",
        "Josalyn",
        "Joscelyn",
        "Joselynn",
        "Joslin",
        "Josalynn",
        "Joclyn",
        "Jocelynne",
        "Josslynn",
        "Jossalyn",
        "Joscelin",
        "Joscelynn",
        "Joslynne",
        "Josalin",
        "Joselynne",
        "Joscelyne"
      ],
      "notes": "Allows contraction of unstressed medial syllable; excludes -line/-lene and Josh-/Joz- forms. Many bearers use a three-syllable form.",
      "source": "https://nameplay.org/ways-to-spell-Jocelyn",
      "broad_variants": [
        "Jocelyn",
        "Joselyn",
        "Joslyn",
        "Jocelynn",
        "Jocelyne",
        "Joselin",
        "Joseline",
        "Josselyn",
        "Joslynn",
        "Jocelin",
        "Josslyn",
        "Joscelyn",
        "Josalyn",
        "Joceline",
        "Joselynn",
        "Joslin",
        "Joshlyn",
        "Jozlyn",
        "Joselyne",
        "Josilyn",
        "Josselin",
        "Josalynn",
        "Joshlynn",
        "Jozlynn",
        "Joclyn",
        "Josseline",
        "Jocelynne",
        "Josslynn",
        "Jocilyn",
        "Jossalyn",
        "Josilynn",
        "Joscelin",
        "Jhoselyn",
        "Josselyne",
        "Joscelynn",
        "Joslynne",
        "Josalin",
        "Joselynne",
        "Jhoselin",
        "Joscelyne",
        "Jossilyn",
        "Josslin",
        "Josceline",
        "Jocilynn",
        "Joselinne",
        "Jozlin",
        "Joslyne",
        "Jossalin",
        "Josilin",
        "Jossalynn",
        "Josclyn",
        "Josselynn",
        "Jocalyn",
        "Jocellyn",
        "Josaline",
        "Joceyln",
        "Joshalynn",
        "Jhoseline",
        "Joshlin",
        "Josline",
        "Josellyn",
        "Jocalynn",
        "Jocylin",
        "Josielyn",
        "Jozzlynn",
        "Joslen",
        "Jozlynne",
        "Jocelene",
        "Jocylyn",
        "Jocelinne",
        "Josalyne",
        "Jhosselyn",
        "Joselen",
        "Josilyne",
        "Jossilynn",
        "Josslynne",
        "Josylin",
        "Jozlyne"
      ],
      "published_broad_count": 78
    },
    "Madelyn": {
      "pronunciation": "MAD-uh-lin",
      "category": "reviewed",
      "variants": [
        "Madelyn",
        "Madilyn",
        "Madalyn",
        "Madelynn",
        "Madilynn",
        "Madalynn",
        "Madelynne",
        "Maddilyn",
        "Madlyn",
        "Madolyn",
        "Maddilynn",
        "Maddelyn",
        "Madalynne",
        "Madylin",
        "Maddalyn",
        "Madilynne",
        "Madalin",
        "Maddalynn",
        "Maddelynn",
        "Madlynn",
        "Madylyn"
      ],
      "notes": "Excludes Madeline/Madeleine and all -line forms to prevent mixing LIN and LINE; some Madd-/Mat- variants omitted.",
      "source": "https://nameplay.org/ways-to-spell-Madeline",
      "broad_variants": [
        "Madeline",
        "Madelyn",
        "Madeleine",
        "Madilyn",
        "Madalyn",
        "Madelynn",
        "Madilynn",
        "Madalynn",
        "Madaline",
        "Madelyne",
        "Madelaine",
        "Madelin",
        "Madelene",
        "Madlyn",
        "Madelynne",
        "Madelon",
        "Madolyn",
        "Madalene",
        "Maddilyn",
        "Matilyn",
        "Maddilynn",
        "Maddelyn",
        "Madalyne",
        "Madalynne",
        "Mattilyn",
        "Madylin",
        "Maddalyn",
        "Madeliene",
        "Madalin",
        "Madilynne",
        "Matalyn",
        "Madilyne",
        "Mattilynn",
        "Maddalynn",
        "Madline",
        "Maddelynn",
        "Madeleyn",
        "Matilynn",
        "Mattalyn",
        "Madaleine",
        "Madelein",
        "Maddeline",
        "Madlynn",
        "Madailein",
        "Mattalynn",
        "Madelline",
        "Mattelyn",
        "Madalen",
        "Madylyn",
        "Madolin",
        "Matelyn",
        "Madiline",
        "Madellyn",
        "Madalaine",
        "Madylynn",
        "Matalynn",
        "Madelinn",
        "Madoline",
        "Madylan",
        "Madyline",
        "Madelen",
        "Matalin",
        "Matlyn",
        "Madolynn",
        "Madilin",
        "Madlene",
        "Madlin",
        "Madelinne",
        "Madlyne",
        "Madlen",
        "Mattelynn",
        "Madylen",
        "Madalon",
        "Madelayne",
        "Madilene",
        "Madalinn",
        "Maddylynn",
        "Madilen",
        "Mattlyn",
        "Matlin",
        "Madaliene",
        "Maddlynn",
        "Maddelin",
        "Madellyne",
        "Madlynne",
        "Matelynn",
        "Matline"
      ],
      "published_broad_count": 87
    },
    "Adalyn": {
      "pronunciation": "AD-uh-lin",
      "category": "reviewed",
      "variants": [
        "Adalynn",
        "Adalyn",
        "Adelyn",
        "Adelynn",
        "Addilyn",
        "Addilynn",
        "Adilynn",
        "Addalyn",
        "Addelyn",
        "Adilyn",
        "Addalynn",
        "Adalynne",
        "Adelynne",
        "Addelynn",
        "Adelin",
        "Adalin",
        "Addylin",
        "Adylin",
        "Addalynne",
        "Addilynne",
        "Adilynne",
        "Addylynn"
      ],
      "notes": "Excludes Adeline/Adaline, -lene/-leen, and -line forms; the list is the LIN pronunciation core.",
      "source": "https://nameplay.org/ways-to-spell-Adeline",
      "broad_variants": [
        "Adeline",
        "Adalynn",
        "Adalyn",
        "Adelyn",
        "Adaline",
        "Adelynn",
        "Addilyn",
        "Adilene",
        "Addilynn",
        "Adilynn",
        "Addalyn",
        "Addelyn",
        "Adilyn",
        "Addalynn",
        "Adelene",
        "Adelyne",
        "Adalynne",
        "Adalyne",
        "Adelynne",
        "Addelynn",
        "Adelin",
        "Adalene",
        "Addeline",
        "Adalin",
        "Adeleine",
        "Adylene",
        "Addaline",
        "Adlyn",
        "Adyline",
        "Addylin",
        "Adylin",
        "Addalynne",
        "Addilynne",
        "Adilynne",
        "Addalyne",
        "Adlynn",
        "Addylynn",
        "Adaleen",
        "Addilyne",
        "Adylynn",
        "Adellyn",
        "Adelinne",
        "Adalinn",
        "Adilyne",
        "Adlin",
        "Adaleine",
        "Adiline",
        "Adolin",
        "Addylyn",
        "Adallyn",
        "Adaliene",
        "Addelyne",
        "Adalen",
        "Addiline",
        "Addlyn",
        "Adylen",
        "Addlynn",
        "Addelynne",
        "Addyline",
        "Adylyn",
        "Adelinn",
        "Adylan",
        "Adelline",
        "Addelin",
        "Addalin",
        "Adelen",
        "Adellynn",
        "Adoline",
        "Adylinn",
        "Addylan",
        "Adeliene",
        "Adaelyn",
        "Addylen",
        "Aadilynn",
        "Adahlynn",
        "Adalinne",
        "Adelean",
        "Adeleen"
      ],
      "published_broad_count": 78
    },
    "Crystal": {
      "pronunciation": "KRIS-tul",
      "category": "reviewed",
      "variants": [
        "Crystal",
        "Krystal",
        "Chrystal",
        "Krystle",
        "Kristal",
        "Christal",
        "Kristel",
        "Crystle",
        "Krystel",
        "Kristle",
        "Crystel",
        "Christle",
        "Crystall",
        "Khrystal",
        "Kristol",
        "Chrystle",
        "Christol",
        "Kristyl",
        "Crystol",
        "Krystall",
        "Krystl",
        "Christyl",
        "Krystol"
      ],
      "notes": "Excludes Cristal/Christel/Cristel and -elle variants with prominent second-syllable stress in other languages; errors may remain.",
      "source": "https://nameplay.org/ways-to-spell-Crystal",
      "excluded_examples": [
        "Cyrstal"
      ],
      "broad_variants": [
        "Crystal",
        "Krystal",
        "Cristal",
        "Chrystal",
        "Krystle",
        "Kristal",
        "Christal",
        "Christel",
        "Kristel",
        "Crystle",
        "Krystel",
        "Cristel",
        "Cyrstal",
        "Kristle",
        "Crystel",
        "Christle",
        "Crystall",
        "Khrystal",
        "Kristol",
        "Chrystle",
        "Christol",
        "Kristyl",
        "Crystol",
        "Crystale",
        "Krystelle",
        "Krystale",
        "Krystall",
        "Cystal",
        "Krystl",
        "Christyl",
        "Krystol",
        "Kristl",
        "Crytal",
        "Krystyl",
        "Chrystel",
        "Krystalle",
        "Cristalle",
        "Cristol",
        "Christl",
        "Cristle",
        "Crystalle",
        "Krystell",
        "Chystal",
        "Khristal",
        "Krystil",
        "Cristell",
        "Chyrstal",
        "Crystl",
        "Crystral",
        "Kystal",
        "Christalle",
        "Kristyle",
        "Crystil",
        "Crystyl",
        "Kristil",
        "Christyle",
        "Cristyl",
        "Cristyle",
        "Crstal",
        "Crystell",
        "Crystyle",
        "Kristalle",
        "Kryztal"
      ],
      "published_broad_count": 63
    },
    "Kelsey": {
      "pronunciation": "KELL-see",
      "category": "reviewed",
      "variants": [
        "Kelsey",
        "Kelsie",
        "Kelsi",
        "Kelsea",
        "Kelcie",
        "Kelsy",
        "Kelcey",
        "Kelci",
        "Kelsee",
        "Kelcy",
        "Kelcee",
        "Kellsie",
        "Kellsey",
        "Kelsei",
        "Celsey",
        "Kelsay",
        "Kelsye"
      ],
      "notes": "Excludes bare Kelce (also KELSS).",
      "source": "https://nameplay.org/ways-to-spell-Kelsey",
      "broad_variants": [
        "Kelsey",
        "Kelsie",
        "Kelsi",
        "Kelsea",
        "Kelcie",
        "Kelsy",
        "Kelcey",
        "Kelci",
        "Kelsee",
        "Kelcy",
        "Kelcee",
        "Kellsie",
        "Kellsey",
        "Kelsei",
        "Kelce",
        "Celsey",
        "Kelsay",
        "Kelsye",
        "Kelse",
        "Kelseigh",
        "Khelsea",
        "Celsie",
        "Celsea",
        "Khelsey",
        "Kellsi",
        "Kellsy",
        "Kellsea",
        "Khelsi",
        "Kelcea",
        "Celsi",
        "Kelcei"
      ],
      "published_broad_count": 31
    },
    "Casey": {
      "pronunciation": "KAY-see",
      "category": "reviewed",
      "variants": [
        "Casey",
        "Kasey",
        "Kacie",
        "Kacey",
        "Kasie",
        "Kaycee",
        "Kayci",
        "Kaycie",
        "Kaycey",
        "Cacey",
        "Casie",
        "Casi",
        "Kasee",
        "Casee",
        "Cacie",
        "Kayse",
        "Kaysee",
        "Kaysie",
        "Kaysi"
      ],
      "notes": "Excludes Cassidy and initials KC from the calculation; Casi and Kayse can vary.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Aidan": {
      "pronunciation": "AY-dun",
      "category": "reviewed",
      "variants": [
        "Aiden",
        "Aidan",
        "Ayden",
        "Aden",
        "Aydin",
        "Aydan",
        "Aaden",
        "Aidyn",
        "Aedan",
        "Adin",
        "Aayden",
        "Adyn",
        "Aeden",
        "Aiyden",
        "Aaiden",
        "Eidan",
        "Eydan",
        "Aidin",
        "Aydenn",
        "Aydon",
        "Aedyn",
        "Aadyn",
        "Aidon",
        "Aydyn",
        "Aidden",
        "Aodhan",
        "Aidenn",
        "Aedin",
        "Aydn",
        "Aidynn",
        "Ayeden",
        "Aedon",
        "Aydien",
        "Ayiden",
        "Aydden",
        "Aadon"
      ],
      "notes": "Excludes Adan (usually ah-DAHN) and Ajdin; Aydin and Adin retain language-dependent readings.",
      "source": "https://nameplay.org/ways-to-spell-Aiden",
      "broad_variants": [
        "Aiden",
        "Aidan",
        "Ayden",
        "Adan",
        "Aden",
        "Aydin",
        "Aydan",
        "Aaden",
        "Aidyn",
        "Aedan",
        "Adin",
        "Eiden",
        "Aayden",
        "Adyn",
        "Aeden",
        "Aiyden",
        "Aaiden",
        "Eyden",
        "Adon",
        "Eidan",
        "Eydan",
        "Aidin",
        "Aydenn",
        "Aydon",
        "Aedyn",
        "Aadyn",
        "Aidon",
        "Aydyn",
        "Ajdin",
        "Adain",
        "Aidden",
        "Aodhan",
        "Aidenn",
        "Aedin",
        "Aydn",
        "Aidynn",
        "Ayeden",
        "Aedon",
        "Aydien",
        "Ayiden",
        "Aydden",
        "Aadon",
        "Adynn",
        "Aaidyn",
        "Aiiden",
        "Adein",
        "Aaidan",
        "Ayedin",
        "Aiydan",
        "Aeddon",
        "Aidean",
        "Aiddan",
        "Aydann",
        "Eidhan",
        "Aideyn",
        "Aeyden",
        "Adenn",
        "Aieden",
        "Aaydan",
        "Ayedan",
        "Aeiden",
        "Aidann",
        "Aydain",
        "Aydun",
        "Aidien",
        "Aidyen",
        "Aiedan",
        "Aydenne"
      ],
      "published_broad_count": 68
    },
    "Muhammad": {
      "pronunciation": "muh-HAM-ud",
      "category": "pronunciation_sensitive",
      "variants": [
        "Muhammad",
        "Mohammed",
        "Mohammad",
        "Muhammed",
        "Mohamed",
        "Mohamad",
        "Muhamed",
        "Muhamad"
      ],
      "notes": "English transliteration family; not one invariant native-language pronunciation. Excludes Mehmet/Mahomet/Mamadou and other regional cognates.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Alistair": {
      "pronunciation": "AL-uh-stur",
      "category": "reviewed",
      "variants": [
        "Alistair",
        "Alastair",
        "Alasdair",
        "Alister",
        "Allister",
        "Allistair",
        "Alaster",
        "Alistar"
      ],
      "notes": "Conventional English readings; Scottish Alasdair and some accents differ.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Kane": {
      "pronunciation": "KAYN",
      "category": "reviewed",
      "variants": [
        "Kane",
        "Cain",
        "Kain",
        "Kaine",
        "Kayne",
        "Caine",
        "Cayne",
        "Cane",
        "Kaen",
        "Khane"
      ],
      "notes": "Assumes KAYN for every retained spelling, including Kain. SSA cannot separate bearers using a two-syllable original-language pronunciation.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Reese": {
      "pronunciation": "REESS",
      "category": "reviewed",
      "variants": [
        "Reese",
        "Reece",
        "Rhys",
        "Rease",
        "Reise",
        "Rees",
        "Rhyse"
      ],
      "notes": "Conventional English/Welsh readings; Reise can have another pronunciation.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html",
      "excluded_examples": [
        "Reecee"
      ]
    },
    "Shay": {
      "pronunciation": "SHAY",
      "category": "reviewed",
      "variants": [
        "Shay",
        "Shea",
        "Shae",
        "Shaye",
        "Shey"
      ],
      "notes": "Conventional English readings.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Blaze": {
      "pronunciation": "BLAYZ",
      "category": "reviewed",
      "variants": [
        "Blaze",
        "Blaise",
        "Blaize",
        "Blayze",
        "Blase",
        "Blayse",
        "Blayz"
      ],
      "notes": "Conventional English readings; -s- may differ for individual bearers.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Darryl": {
      "pronunciation": "DAIR-ul",
      "category": "dialect_sensitive",
      "variants": [
        "Darryl",
        "Darrell",
        "Daryl",
        "Darrel",
        "Daryle",
        "Darryll",
        "Darral",
        "Darell",
        "Darel",
        "Daral",
        "Darrol",
        "Darrill",
        "Derryl",
        "Deryle"
      ],
      "notes": "Uses US DAIR-ul; excludes Dariel (often three syllables) and divergent stressed vowels.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Tory": {
      "pronunciation": "TOR-ee",
      "category": "reviewed",
      "variants": [
        "Tory",
        "Tori",
        "Torrey",
        "Torey",
        "Torry",
        "Torie",
        "Torri",
        "Torrie"
      ],
      "notes": "Excludes Torre (also TOR-ray).",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Jeri": {
      "pronunciation": "JERR-ee",
      "category": "reviewed",
      "variants": [
        "Jerry",
        "Gerry",
        "Jeri",
        "Geri",
        "Jerri",
        "Gerri",
        "Jerrie",
        "Gerrie",
        "Jery",
        "Gery"
      ],
      "notes": "Excludes Jere; pooled-sex score is dominated by male Jerry. Female-only version is much more dispersed.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Terri": {
      "pronunciation": "TERR-ee",
      "category": "reviewed",
      "variants": [
        "Terry",
        "Terri",
        "Teri",
        "Terrie",
        "Tery",
        "Teree",
        "Terrye"
      ],
      "notes": "Pooled-sex and female-only priors differ sharply.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Shawn": {
      "pronunciation": "SHAWN",
      "category": "reviewed",
      "variants": [
        "Sean",
        "Shawn",
        "Shaun",
        "Shaune",
        "Seann",
        "Shawne"
      ],
      "notes": "English readings of Sean/Shawn/Shaun. Excludes Shon/Shonn, Sion, and unrelated Siobhan from this narrow core.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Lindsey": {
      "pronunciation": "LIN-zee (also LIND-zee)",
      "category": "reviewed",
      "variants": [
        "Lindsey",
        "Lindsay",
        "Lyndsey",
        "Lyndsay",
        "Lyndsi",
        "Lyndsie",
        "Lindsie",
        "Lindsi",
        "Lindsy",
        "Lyndsy",
        "Lynsey",
        "Lynsay",
        "Lynsie",
        "Linsay",
        "Linsey",
        "Linzi",
        "Linzy",
        "Lynzi",
        "Lyndzi",
        "Lyndzee",
        "Lynzie",
        "Lynzee",
        "Lynnsey",
        "Linzie",
        "Linzey",
        "Linzee",
        "Lindzey",
        "Lindzy",
        "Lindzie",
        "Lyndzie",
        "Lindzee",
        "Lynnzie",
        "Lynzy",
        "Lindzi",
        "Lynnzee",
        "Lynzey",
        "Linnzi",
        "Lyndzey",
        "Lynnsay",
        "Lyndzy",
        "Lyndsea"
      ],
      "notes": "Common English LIN-zee, allowing absent or reduced d in the nd cluster. The edited name dictionary gives /linzi/ and links Lindsey/Lindsay/Linsey/Lynsey/Lyndsay/Lyndsea. The included z spellings are observed in SSA.",
      "source": "https://www.behindthename.com/name/lindsey",
      "excluded_examples": []
    },
    "Bailey": {
      "pronunciation": "BAY-lee",
      "category": "reviewed",
      "variants": [
        "Bailey",
        "Baylee",
        "Bailee",
        "Bayleigh",
        "Bayley",
        "Baileigh",
        "Baily",
        "Bailie",
        "Bayli",
        "Baylea",
        "Baley",
        "Baillie",
        "Bayly",
        "Bailly",
        "Baylie",
        "Baili",
        "Bailei",
        "Baylei"
      ],
      "notes": "Conventional English family.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Jamie": {
      "pronunciation": "JAY-mee",
      "category": "pronunciation_sensitive",
      "variants": [
        "Jamie",
        "Jaime",
        "Jaimie",
        "Jayme",
        "Jami",
        "Jaymie",
        "Jaymi",
        "Jamy",
        "Jaymee",
        "Jamey",
        "Jaimy",
        "Jaemie"
      ],
      "notes": "Jaime can be Spanish HYE-may; includes only as an English-reading assumption.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html",
      "excluded_examples": [
        "Jame"
      ]
    },
    "Lori": {
      "pronunciation": "LOR-ee",
      "category": "dialect_sensitive",
      "variants": [
        "Lori",
        "Laurie",
        "Lorie",
        "Lorrie",
        "Lauri",
        "Lory",
        "Loree",
        "Lorry",
        "Laury",
        "Lorey",
        "Laurey",
        "Lawrie",
        "Lorri",
        "Lorii"
      ],
      "notes": "Laurie/Lori merge in many US accents but not all.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Nikki": {
      "pronunciation": "NIK-ee",
      "category": "reviewed",
      "variants": [
        "Nikki",
        "Nicky",
        "Niki",
        "Nicki",
        "Nickey",
        "Nickie",
        "Nikky",
        "Nikie",
        "Nikkie"
      ],
      "notes": "Standalone registered given names only; nicknames of Nicole/Nicholas are not counted.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Vicki": {
      "pronunciation": "VIK-ee",
      "category": "reviewed",
      "variants": [
        "Vicki",
        "Vickie",
        "Vicky",
        "Vickey",
        "Viki",
        "Vikki",
        "Vikkie",
        "Vickee",
        "Viky"
      ],
      "notes": "Standalone registered given names only.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Cory": {
      "pronunciation": "KOR-ee",
      "category": "reviewed",
      "variants": [
        "Corey",
        "Cory",
        "Kory",
        "Korey",
        "Corie",
        "Cori",
        "Kori",
        "Corrie",
        "Korie",
        "Corry",
        "Korry",
        "Correy",
        "Korri",
        "Korrie"
      ],
      "notes": "Conventional English family, pooled across sexes.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Cody": {
      "pronunciation": "KOH-dee",
      "category": "reviewed",
      "variants": [
        "Cody",
        "Kody",
        "Kodi",
        "Codi",
        "Codie",
        "Kodie",
        "Codey",
        "Kodey",
        "Codee",
        "Kodee",
        "Coady",
        "Coedy"
      ],
      "notes": "Conventional English family.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Sydney": {
      "pronunciation": "SID-nee",
      "category": "reviewed",
      "variants": [
        "Sydney",
        "Sidney",
        "Sydnee",
        "Sydni",
        "Sydnie",
        "Cydnee",
        "Sydne",
        "Sidnee",
        "Cydni",
        "Cydnie",
        "Sidnie",
        "Sidni",
        "Cydne",
        "Cidnee",
        "Sidne",
        "Cidni",
        "Cidnie"
      ],
      "notes": "Pooled-sex prior differs from female-only prior.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Annabel": {
      "pronunciation": "AN-uh-bell",
      "category": "reviewed",
      "variants": [
        "Annabel",
        "Annabelle",
        "Anabel",
        "Anabelle",
        "Annabell",
        "Anabell"
      ],
      "notes": "Excludes -bella forms from core.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Isabel": {
      "pronunciation": "IZ-uh-bell",
      "category": "reviewed",
      "variants": [
        "Isabel",
        "Isabelle",
        "Isobel",
        "Isobelle",
        "Izabelle",
        "Isabell",
        "Izabel",
        "Izobel",
        "Ysabel",
        "Izabele",
        "Ysabelle",
        "Izabell",
        "Isobell",
        "Ysobel",
        "Isabele"
      ],
      "notes": "Conventional English readings; IS versus IZ and vowel details can differ.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Eleanor": {
      "pronunciation": "ELL-uh-nor",
      "category": "reviewed",
      "variants": [
        "Eleanor",
        "Elinor",
        "Elanor",
        "Ellenor",
        "Elleanor",
        "Eleanore",
        "Elenor",
        "Ellanor",
        "Ellinor",
        "Elenore",
        "Elinore",
        "Elanore",
        "Ellanore"
      ],
      "notes": "Allows common unstressed vowel variation.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Rachel": {
      "pronunciation": "RAY-chul",
      "category": "reviewed",
      "variants": [
        "Rachel",
        "Rachael",
        "Racheal",
        "Rachal",
        "Rachell",
        "Rachyl",
        "Raichel",
        "Raechel",
        "Raychel"
      ],
      "notes": "Excludes Rachelle/Rochelle.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Sofia": {
      "pronunciation": "soh-FEE-uh",
      "category": "reviewed",
      "variants": [
        "Sophia",
        "Sofia",
        "Sofiya",
        "Sophiya",
        "Sofiah",
        "Sophiah"
      ],
      "notes": "Excludes Sophie/Sofie and other diminutives.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Lee": {
      "pronunciation": "LEE",
      "category": "reviewed",
      "variants": [
        "Lee",
        "Leigh"
      ],
      "notes": "Li is language/context-sensitive; narrow comparator omits it.",
      "source": "https://www.ssa.gov/oact/babynames/limits.html"
    },
    "Zachary": {
      "pronunciation": "ZAK-uh-ree",
      "category": "reviewed",
      "variants": [
        "Zachary",
        "Zackary",
        "Zachery",
        "Zackery",
        "Zakary",
        "Zakery",
        "Zakkary",
        "Zacharie",
        "Zacary",
        "Zachari",
        "Zachory",
        "Zackory",
        "Zacharey",
        "Zakkery",
        "Zaccary",
        "Zackarie",
        "Zackari",
        "Zakarie",
        "Xachary",
        "Zacchary",
        "Zacharee"
      ],
      "notes": "Excludes Zakariye and shortened Zachry/Zackry forms.",
      "source": "https://nameplay.org/ways-to-spell-Zachary",
      "broad_variants": [
        "Zachary",
        "Zackary",
        "Zachery",
        "Zackery",
        "Zakary",
        "Zakery",
        "Zakkary",
        "Zacharie",
        "Zacary",
        "Zachry",
        "Zachari",
        "Zachory",
        "Zackory",
        "Zacharey",
        "Zackry",
        "Zakkery",
        "Zakry",
        "Zaccary",
        "Zakariye",
        "Zachrey",
        "Zackarie",
        "Zackari",
        "Zakarie",
        "Zackrey",
        "Xachary",
        "Zacchary",
        "Zacharee",
        "Zakaree",
        "Zacherie",
        "Zackerie",
        "Zacory",
        "Zackarey",
        "Zakyrie",
        "Zacorey",
        "Zakhary",
        "Zaccari",
        "Zackeri",
        "Zackaree",
        "Zakory",
        "Zacharay",
        "Zacharry",
        "Zacheri",
        "Zacery",
        "Zacherey",
        "Zackhary",
        "Sachary",
        "Zachaery",
        "Zakeri",
        "Zakrey",
        "Zarchary",
        "Xachery",
        "Xackery",
        "Zachiary",
        "Zackorie",
        "Zahcary",
        "Zakarey",
        "Zakri"
      ],
      "published_broad_count": 57
    },
    "Nicholas": {
      "pronunciation": "NIK-uh-lus",
      "category": "reviewed",
      "variants": [
        "Nicholas",
        "Nicolas",
        "Nickolas",
        "Nikolas",
        "Nicholaus",
        "Nickolaus",
        "Nicholes",
        "Nicholus",
        "Nicholis",
        "Nicholos",
        "Nickalas",
        "Nikkolas",
        "Nichalos",
        "Nickolus",
        "Nickalus",
        "Nykolas",
        "Nichalas",
        "Nickalos",
        "Nickolis",
        "Nicklous",
        "Nikolos",
        "Nycholas",
        "Nickoles",
        "Niccolas",
        "Nikolus",
        "Nikholas",
        "Nicolis",
        "Nicholous",
        "Nikolis"
      ],
      "notes": "Excludes Niklas/Nicklas/Nikolaus and other substantial syllable/vowel differences.",
      "source": "https://nameplay.org/ways-to-spell-Nicholas",
      "broad_variants": [
        "Nicholas",
        "Nicolas",
        "Nickolas",
        "Nikolas",
        "Nicklaus",
        "Nicholaus",
        "Nikolaus",
        "Nicklas",
        "Nickolaus",
        "Niklas",
        "Nicolaus",
        "Nicholes",
        "Nicholos",
        "Nicholus",
        "Nicholis",
        "Nickalas",
        "Nikkolas",
        "Nichalos",
        "Nickolus",
        "Nickalus",
        "Nicolaas",
        "Nykolas",
        "Nickalaus",
        "Nichalas",
        "Nicklos",
        "Nichlas",
        "Nickalos",
        "Nickolis",
        "Nicklous",
        "Nikolos",
        "Nycholas",
        "Nickoles",
        "Niccolas",
        "Nichlos",
        "Nikolus",
        "Nickalous",
        "Nickolaos",
        "Nikholas",
        "Nicolis",
        "Nicholous",
        "Nicholaos",
        "Nikolis",
        "Nicoles",
        "Nocholas",
        "Nicolus",
        "Nikalas",
        "Nickholas",
        "Niclas",
        "Nichollas",
        "Nichoals",
        "Nickolos",
        "Nichalous",
        "Nicklus",
        "Nickolous",
        "Nichloas",
        "Nickelas",
        "Nichlaus",
        "Nicohlas",
        "Nikalus",
        "Nickalis",
        "Nicollas",
        "Nichlous",
        "Nicholaas",
        "Nickales",
        "Nicolos",
        "Nikolaas",
        "Nickelous",
        "Nikoles",
        "Nichalus",
        "Niclaus",
        "Nycolas",
        "Nciholas",
        "Nichalaus",
        "Nikkolaus",
        "Ncholas",
        "Nichaolas",
        "Nickloas",
        "Nickohlas",
        "Nyckolas"
      ],
      "published_broad_count": 79
    },
    "Michael": {
      "pronunciation": "MY-kul",
      "category": "reviewed",
      "variants": [
        "Michael",
        "Micheal",
        "Mykel",
        "Mychal",
        "Mychael",
        "Mykal",
        "Mykell",
        "Mykael",
        "Mykeal",
        "Mickeal",
        "Mikeal",
        "Mikael",
        "Micahel",
        "Miachel",
        "Michaell"
      ],
      "notes": "Comparator core; excludes many culturally variable Mikel/Michal/Mikhail forms.",
      "source": "https://nameplay.org/ways-to-spell-Michael",
      "broad_variants": [
        "Michael",
        "Micheal",
        "Mikel",
        "Michal",
        "Mikael",
        "Mykel",
        "Mikal",
        "Michale",
        "Mikeal",
        "Mychal",
        "Mikell",
        "Mickel",
        "Michaele",
        "Mychael",
        "Mykal",
        "Micahel",
        "Mikail",
        "Mikhael",
        "Michial",
        "Mykell",
        "Mickeal",
        "Micael",
        "Mykael",
        "Michail",
        "Mical",
        "Michaell",
        "Maikel",
        "Maykel",
        "Maicol",
        "Maycol",
        "Mikyle",
        "Michoel",
        "Miachel",
        "Maikol",
        "Mickell",
        "Mykale",
        "Mikaele",
        "Mycal",
        "Mykeal",
        "Michaeal",
        "Michall",
        "Mikele",
        "Mykelle",
        "Mikle",
        "Mycheal",
        "Maykol",
        "Mykle",
        "Mihcael",
        "Mickal",
        "Michol",
        "Mykail",
        "Mikol",
        "Mikhal",
        "Mykol",
        "Michaeel",
        "Miykael",
        "Mikhel",
        "Maichael",
        "Mykhael",
        "Mychel",
        "Micol",
        "Mykhal",
        "Mykeil",
        "Maykell",
        "Michle",
        "Michaael",
        "Maiquel",
        "Maichail",
        "Mchael",
        "Micchael",
        "Mickyle",
        "Miichael",
        "Mmichael",
        "Mycol",
        "Mykhel",
        "Mykl"
      ],
      "published_broad_count": 76
    },
    "Christopher": {
      "pronunciation": "KRIS-tuh-fur",
      "category": "reviewed",
      "variants": [
        "Christopher",
        "Kristopher",
        "Cristopher",
        "Kristofer",
        "Cristofer",
        "Kristoffer",
        "Christofer",
        "Khristopher",
        "Kristofor",
        "Krystopher",
        "Christoffer",
        "Christapher",
        "Christipher",
        "Christophor",
        "Chrystopher",
        "Christepher",
        "Krystofer"
      ],
      "notes": "Comparator core; omits obvious truncated records and different-language Christoph.",
      "source": "https://nameplay.org/ways-to-spell-Christopher",
      "broad_variants": [
        "Christopher",
        "Kristopher",
        "Cristopher",
        "Kristofer",
        "Cristofer",
        "Kristoffer",
        "Christofer",
        "Christoper",
        "Khristopher",
        "Chistopher",
        "Christpher",
        "Christoher",
        "Chirstopher",
        "Kristofor",
        "Chrisopher",
        "Krystopher",
        "Christoffer",
        "Christapher",
        "Christipher",
        "Christophor",
        "Christohper",
        "Christophr",
        "Chrystopher",
        "Chritopher",
        "Christropher",
        "Christepher",
        "Christerpher",
        "Christphor",
        "Hristopher",
        "Christophere",
        "Christifer",
        "Christorpher",
        "Chrsitopher",
        "Krystofer",
        "Chrisotpher",
        "Cristofher",
        "Christhoper",
        "Cristhofer",
        "Chrstopher",
        "Kristapher",
        "Christpoher",
        "Crhistopher",
        "Kristafer",
        "Khrystopher",
        "Christhopher",
        "Christiopher",
        "Christerfer",
        "Christafer",
        "Kristifer",
        "Christofher",
        "Crystopher",
        "Chrostopher",
        "Kristoper",
        "Chrispher",
        "Christopehr",
        "Christohpher",
        "Christopoher",
        "Kristophor",
        "Krisstopher",
        "Christerphor",
        "Kristoher",
        "Christaphor",
        "Christoopher",
        "Cchristopher",
        "Crisstopher",
        "Cristoffer",
        "Crystofer",
        "Krisopher",
        "Kristepher",
        "Kristopfer",
        "Krystoffer"
      ],
      "published_broad_count": 71
    },
    "Stephanie": {
      "pronunciation": "STEF-uh-nee",
      "category": "reviewed",
      "variants": [
        "Stephanie",
        "Stefanie",
        "Stephany",
        "Stefani",
        "Stephenie",
        "Stephani",
        "Stefany",
        "Steffanie",
        "Steffany",
        "Stephannie",
        "Steffani",
        "Stephanee",
        "Stephaney",
        "Stefanny",
        "Stefanee",
        "Stephanny",
        "Stephanye",
        "Stepheni"
      ],
      "notes": "Comparator core; omits Stephane and obvious transpositions.",
      "source": "https://nameplay.org/ways-to-spell-Stephanie",
      "broad_variants": [
        "Stephanie",
        "Stefanie",
        "Stephany",
        "Stefani",
        "Stephenie",
        "Stephani",
        "Stefany",
        "Stephaine",
        "Steffanie",
        "Stephane",
        "Steffany",
        "Stephine",
        "Stephannie",
        "Steffani",
        "Stepanie",
        "Stephanee",
        "Stephaney",
        "Stepheny",
        "Stepahnie",
        "Stephene",
        "Stefanny",
        "Stehanie",
        "Staphanie",
        "Stefanee",
        "Stephanny",
        "Stephanye",
        "Stepfanie",
        "Staphany",
        "Stephonie",
        "Stepheni",
        "Stefhanie",
        "Stpehanie",
        "Stephanne",
        "Stephinie",
        "Sthefany",
        "Stefannie",
        "Stefenie",
        "Stphanie",
        "Stefane",
        "Stefaney",
        "Sthephanie",
        "Stefhany",
        "Stefaine",
        "Steffenie",
        "Stefeni",
        "Stehpanie",
        "Stefoni",
        "Steffane",
        "Stepahanie",
        "Stephenee",
        "Sstephanie",
        "Stefanni",
        "Stephanni",
        "Stephennie",
        "Stepphanie",
        "Sthefani",
        "Sthepanie"
      ],
      "published_broad_count": 57
    },
    "Tyreek": {
      "pronunciation": "ty-REEK",
      "category": "pronunciation_sensitive",
      "variants": [
        "Tyreek",
        "Tyrique",
        "Tyriq",
        "Tyreke",
        "Tyriek",
        "Tyreik",
        "Tyreak",
        "Tyreque",
        "Tyreeq",
        "Tyreec",
        "Tyreeck"
      ],
      "notes": "Exclude Tyrek/Tyrik/Tyric/Tyrick and other short-vowel candidates: some have RECK or RICK. Retained spellings assume the familiar English ty-REEK reading; Tyriq can still vary.",
      "source": "https://nameplay.org/ways-to-spell-Tyreek",
      "excluded_examples": [
        "Tyrek",
        "Tyrik",
        "Tyric",
        "Tyrick",
        "Tyreck",
        "Tyrec",
        "Tyrike",
        "Tyreq",
        "Tirek",
        "Tyreick",
        "Tairiq",
        "Tiriq",
        "Tirik",
        "Tyreike"
      ],
      "broad_variants": [
        "Tyreek",
        "Tyrek",
        "Tyrique",
        "Tyriq",
        "Tyreke",
        "Tyrik",
        "Tyriek",
        "Tyreik",
        "Tyric",
        "Tyrick",
        "Tyreak",
        "Tyreque",
        "Tyreck",
        "Tyrec",
        "Tyrike",
        "Tyreq",
        "Tirek",
        "Tyreeq",
        "Tyreick",
        "Tairiq",
        "Tiriq",
        "Tirik",
        "Tyreec",
        "Tyreeck",
        "Tyreike"
      ],
      "published_broad_count": 25
    },
    "Rashawn": {
      "pronunciation": "ruh-SHAWN",
      "category": "reviewed",
      "variants": [
        "Rashawn",
        "Rashaun",
        "Rashon",
        "Rashone",
        "Rahshawn",
        "Rahshon",
        "Rahshan",
        "Rashann"
      ],
      "notes": "Keep reduced first vowel plus SHAWN. Exclude Rayshawn/Raeshawn (RAY-), Roshawn (potential ROH-), Rashun (SHUN), and Rahsaan/Rahsan (S rather than SH). Rashaan is omitted because SAHN versus SHAHN is unclear. The related RAY-shawn family should be a separate group.",
      "source": "https://nameplay.org/ways-to-spell-Rashawn",
      "excluded_examples": [
        "Rayshawn",
        "Rahsaan",
        "Roshawn",
        "Rashaan",
        "Rayshaun",
        "Rashan",
        "Rayshon",
        "Rashun",
        "Raysean",
        "Raeshawn",
        "Roshaun",
        "Roshon",
        "Raeshaun",
        "Reshaun",
        "Rushawn",
        "Raesean",
        "Rahsan",
        "Raeshon",
        "Raishawn",
        "Rahsean",
        "Raishaun",
        "Reyshawn",
        "Rahsaun",
        "Rachon",
        "Rayshone"
      ],
      "broad_variants": [
        "Rashawn",
        "Rayshawn",
        "Rashaun",
        "Rashon",
        "Rahsaan",
        "Roshawn",
        "Rashaan",
        "Rayshaun",
        "Rashan",
        "Rayshon",
        "Rashun",
        "Raysean",
        "Raeshawn",
        "Roshaun",
        "Roshon",
        "Raeshaun",
        "Reshaun",
        "Rushawn",
        "Rahshawn",
        "Raesean",
        "Rashann",
        "Rahsan",
        "Raeshon",
        "Raishawn",
        "Rashone",
        "Rahsean",
        "Raishaun",
        "Rahshon",
        "Reyshawn",
        "Rahshan",
        "Rahsaun",
        "Rachon",
        "Rayshone"
      ],
      "published_broad_count": 33
    },
    "Tyesha": {
      "pronunciation": "ty-EE-shuh",
      "category": "pronunciation_sensitive",
      "variants": [
        "Tyesha",
        "Tyisha",
        "Tyeisha",
        "Tyeshia",
        "Tyiesha",
        "Taiesha",
        "Tyeesha",
        "Tyeasha",
        "Tieasha",
        "Tieisha",
        "Tyishia",
        "Tieesha",
        "Tyissha",
        "Tyeishia",
        "Tyieshia"
      ],
      "notes": "Retain the ty-EE-shuh family. Exclude Tyasia (often ty-AY-zhuh), Tysha (often two-syllable TYE-shuh), Taisha (TYE-shuh or TAY-shuh possible), and unclear -cia/-chia. Retained Tyeasha/Tieasha can still carry a distinct second vowel, so this is a conditional English-reading proxy.",
      "source": "https://nameplay.org/ways-to-spell-Tyesha",
      "excluded_examples": [
        "Taisha",
        "Tyasia",
        "Tysha",
        "Tyechia",
        "Tyaisha",
        "Thaisha",
        "Tyesia",
        "Tieysha",
        "Tyecha",
        "Tayesha",
        "Tyecia"
      ],
      "broad_variants": [
        "Tyesha",
        "Taisha",
        "Tyasia",
        "Tyisha",
        "Tyeisha",
        "Tyeshia",
        "Tysha",
        "Tyiesha",
        "Taiesha",
        "Tyeesha",
        "Tyeasha",
        "Tyechia",
        "Tyaisha",
        "Tieasha",
        "Tieisha",
        "Tyishia",
        "Tieesha",
        "Thaisha",
        "Tyissha",
        "Tyesia",
        "Tieysha",
        "Tyecha",
        "Tayesha",
        "Tyecia",
        "Tyeishia",
        "Tyieshia"
      ],
      "published_broad_count": 26
    },
    "Akilah": {
      "pronunciation": "uh-KEE-luh",
      "category": "pronunciation_sensitive",
      "variants": [
        "Akilah",
        "Akeelah",
        "Akila",
        "Aqueelah",
        "Akeela",
        "Aqueela",
        "Akeeyla",
        "Ahkeelah",
        "Aakilah",
        "Aqila",
        "Aqilah",
        "Akiylah",
        "Akiela"
      ],
      "notes": "Exclude Aquila/Aquilla (often uh-KWIL-uh), Akela/Akeyla/Akeila (KAY possible), Akyla/Akylah (KYE possible), and Akhila (additional aspiration/stress variation). Akila and Aqila are included only under the common Anglicized uh-KEE-luh reading.",
      "source": "https://nameplay.org/ways-to-spell-Akilah",
      "excluded_examples": [
        "Aquilla",
        "Aquila",
        "Akela",
        "Akeyla",
        "Akyla",
        "Akhila",
        "Akylah",
        "Akeila",
        "Akeylah",
        "Akelah",
        "Aquilah",
        "Akeilah"
      ],
      "broad_variants": [
        "Akilah",
        "Akeelah",
        "Aquilla",
        "Aquila",
        "Akila",
        "Akela",
        "Akeyla",
        "Aqueelah",
        "Akyla",
        "Akhila",
        "Akylah",
        "Akeela",
        "Akeila",
        "Akeylah",
        "Akelah",
        "Aquilah",
        "Akeilah",
        "Aakilah",
        "Akiela",
        "Aqila",
        "Akeeyla",
        "Ahkeelah",
        "Akiylah",
        "Aqilah",
        "Aqueela"
      ],
      "published_broad_count": 25
    },
    "Myesha": {
      "pronunciation": "my-EE-shuh",
      "category": "pronunciation_sensitive",
      "variants": [
        "Myesha",
        "Myisha",
        "Myeisha",
        "Myeshia",
        "Myiesha",
        "Myeasha",
        "Myeesha",
        "Mieisha",
        "Myishia",
        "Maiesha",
        "Myaisha",
        "Maiysha",
        "Miyisha",
        "Miaisha",
        "Myesheia",
        "Mayisha",
        "Miyesha"
      ],
      "notes": "Exclude Meisha (MEE-/MAY-), Mysha (often two syllables), Maisha (can be MY-shuh or ma-EE-shuh), and -sia/-esia variants. The retained English my-EE-shuh reading is still an assumption; the restricted core remains below 10,000 births.",
      "source": "https://nameplay.org/ways-to-spell-Myesha",
      "excluded_examples": [
        "Maisha",
        "Meisha",
        "Mysha",
        "Mysia",
        "Myesia"
      ],
      "broad_variants": [
        "Myesha",
        "Maisha",
        "Myisha",
        "Myeisha",
        "Meisha",
        "Myeshia",
        "Myiesha",
        "Mysha",
        "Myeasha",
        "Myeesha",
        "Mieisha",
        "Myishia",
        "Maiesha",
        "Myaisha",
        "Maiysha",
        "Miyisha",
        "Miaisha",
        "Mysia",
        "Myesheia",
        "Mayisha",
        "Miyesha",
        "Myesia"
      ],
      "published_broad_count": 22
    },
    "Deonte": {
      "pronunciation": "dee-ON-tay",
      "category": "reviewed",
      "variants": [
        "Deonte",
        "Deontae",
        "Dionte",
        "Deontay",
        "Diontae",
        "Deontaye",
        "Diontay",
        "Deontai",
        "Diontaye"
      ],
      "notes": "Exclude Deante/Diante with AN rather than ON; -onta forms can end tuh; Deion-/Deyon- can begin DAY rather than DEE; Dyon- may begin DYE. Retain the transparent Deon/Dion plus tay-ending core.",
      "source": "https://nameplay.org/ways-to-spell-Deonte",
      "excluded_examples": [
        "Deante",
        "Deonta",
        "Diante",
        "Deaunte",
        "Dionta",
        "Deionte",
        "Deantae",
        "Deyonte",
        "Deunte",
        "Deiontae",
        "Deionta",
        "Deyonta",
        "Deaunta",
        "Deontea",
        "Daonte",
        "Dyonte",
        "Deauntae",
        "Deiontay",
        "Deantay",
        "Deyontae",
        "Dyante",
        "Deontee",
        "Dayonte",
        "Deyante",
        "Dyontae"
      ],
      "broad_variants": [
        "Deonte",
        "Deontae",
        "Dionte",
        "Deante",
        "Deonta",
        "Diante",
        "Deontay",
        "Diontae",
        "Deaunte",
        "Dionta",
        "Deionte",
        "Deantae",
        "Deontaye",
        "Diontay",
        "Deyonte",
        "Deunte",
        "Deiontae",
        "Deionta",
        "Deontai",
        "Deyonta",
        "Deaunta",
        "Deontea",
        "Daonte",
        "Dyonte",
        "Deauntae",
        "Deiontay",
        "Deantay",
        "Deyontae",
        "Dyante",
        "Deontee",
        "Dayonte",
        "Deyante",
        "Diontaye",
        "Dyontae"
      ],
      "published_broad_count": 34
    },
    "Devonte": {
      "pronunciation": "duh-VAHN-tay",
      "category": "pronunciation_sensitive",
      "variants": [
        "Devonte",
        "Devante",
        "Davonte",
        "Devontae",
        "Davontae",
        "Davante",
        "Devontay",
        "Davontay",
        "Dvonte",
        "Dvante",
        "Devantae",
        "Divante",
        "Devaunte",
        "Dvontae",
        "Divonte",
        "Devontaye",
        "Deavonte",
        "Davantae",
        "Devontai",
        "Devaughnte",
        "Davontaye",
        "Davantay",
        "Davaunte",
        "Deavante",
        "Devonnte",
        "Divontae"
      ],
      "notes": "Assume the conventional US duh-VAHN-tay reading of De/Da/Di/Dv beginnings. Exclude -vonta/-vanta (can end tuh), -vontee, -vontez, and other endings. Vowel distinctions in the initial unstressed syllable remain possible.",
      "source": "https://nameplay.org/ways-to-spell-Devonte",
      "excluded_examples": [
        "Devonta",
        "Davonta",
        "Devanta",
        "Davanta",
        "Dvonta",
        "Devontea",
        "Devontez",
        "Devontee",
        "Davontai",
        "Devente",
        "Dovonte",
        "Davontea",
        "Devunte"
      ],
      "broad_variants": [
        "Devonte",
        "Devante",
        "Davonte",
        "Devonta",
        "Devontae",
        "Davontae",
        "Davante",
        "Davonta",
        "Devontay",
        "Davontay",
        "Dvonte",
        "Devanta",
        "Dvante",
        "Devantae",
        "Divante",
        "Devaunte",
        "Dvontae",
        "Davanta",
        "Divonte",
        "Devontaye",
        "Dvonta",
        "Devontea",
        "Devontez",
        "Devontai",
        "Davantae",
        "Deavonte",
        "Devontee",
        "Davontai",
        "Devente",
        "Dovonte",
        "Devaughnte",
        "Davontaye",
        "Davantay",
        "Davaunte",
        "Davontea",
        "Deavante",
        "Devonnte",
        "Devunte",
        "Divontae"
      ],
      "published_broad_count": 39
    },
    "Trevon": {
      "pronunciation": "truh-VAHN",
      "category": "pronunciation_sensitive",
      "variants": [
        "Trevon",
        "Travon",
        "Trevaughn",
        "Trevonne",
        "Travone",
        "Trevone",
        "Trevaun",
        "Treavon",
        "Trevonn",
        "Travaughn",
        "Travonne",
        "Travonn",
        "Trevahn",
        "Trevohn",
        "Travaun",
        "Trevhon"
      ],
      "notes": "Excludes Trevin/Treven/Trevan/Trevyn/Traven with TREV-in and Treyvon/Trayvon/Traevon with TRAY-. Trevon itself can also be TRAY-von; this family assumes truh-VAHN.",
      "source": "https://nameplay.org/ways-to-spell-Trevon",
      "excluded_examples": [
        "Trevin",
        "Treyvon",
        "Trayvon",
        "Treven",
        "Trevan",
        "Trevyn",
        "Traven",
        "Traevon",
        "Traivon",
        "Treyven",
        "Treyvin",
        "Trayven",
        "Treyvonne",
        "Treyvone",
        "Trayvone",
        "Treyvaughn",
        "Treyvan",
        "Treyvonn",
        "Trayvonne",
        "Trayvin",
        "Travan",
        "Trovon",
        "Trivon",
        "Treivon",
        "Traeven",
        "Treaven",
        "Tresvon",
        "Trevun"
      ],
      "broad_variants": [
        "Trevon",
        "Travon",
        "Trevin",
        "Treyvon",
        "Trayvon",
        "Treven",
        "Trevan",
        "Trevaughn",
        "Trevyn",
        "Traven",
        "Traevon",
        "Trevonne",
        "Travone",
        "Trevone",
        "Traivon",
        "Trevaun",
        "Treavon",
        "Trevonn",
        "Travaughn",
        "Treyven",
        "Treyvin",
        "Travonne",
        "Trayven",
        "Treyvonne",
        "Treyvone",
        "Travonn",
        "Trayvone",
        "Treyvaughn",
        "Treyvan",
        "Treyvonn",
        "Trayvonne",
        "Trayvin",
        "Trevahn",
        "Travan",
        "Trevohn",
        "Trovon",
        "Trivon",
        "Treivon",
        "Traeven",
        "Travaun",
        "Treaven",
        "Tresvon",
        "Trevhon",
        "Trevun"
      ],
      "published_broad_count": 44
    },
    "Sherilyn": {
      "pronunciation": "SHERR-ih-lin",
      "category": "dialect_sensitive",
      "variants": [
        "Sherilyn",
        "Cherilyn",
        "Sharilyn",
        "Sherrilyn",
        "Sherilynn",
        "Cherilynn",
        "Sherrilynn",
        "Sharilynn",
        "Cheryllynn",
        "Sherrylynn",
        "Sherylyn",
        "Sherrylyn",
        "Cherrilyn",
        "Cherrilynn",
        "Cheryllynne"
      ],
      "notes": "Exclude -alyn/-olyn forms in this narrower comparison and forms likely to have SHAR rather than SHERR. Sharilyn/Sharilynn retained under common American pre-rhotic vowel merging; a UK or nonmerging-accent analysis needs a further split. Restricted core below 10,000 births.",
      "source": "https://nameplay.org/ways-to-spell-Sherilyn",
      "excluded_examples": [
        "Sharolyn",
        "Sheralyn",
        "Sharalyn",
        "Sherolyn",
        "Cherolyn",
        "Cherelyn",
        "Cherylan",
        "Charilyn",
        "Charolyn",
        "Sharalynn",
        "Sharolynn"
      ],
      "broad_variants": [
        "Sherilyn",
        "Cherilyn",
        "Sharilyn",
        "Sharolyn",
        "Sherrilyn",
        "Sheralyn",
        "Sharalyn",
        "Sherilynn",
        "Cherilynn",
        "Sherrilynn",
        "Sherolyn",
        "Sharilynn",
        "Cheryllynn",
        "Cherolyn",
        "Sherrylynn",
        "Sherylyn",
        "Cherelyn",
        "Sherrylyn",
        "Cherylan",
        "Charilyn",
        "Cherrilyn",
        "Charolyn",
        "Cherrilynn",
        "Cheryllynne",
        "Sharalynn",
        "Sharolynn"
      ],
      "published_broad_count": 26
    },
    "Jerilyn": {
      "pronunciation": "JERR-uh-lin",
      "category": "reviewed",
      "variants": [
        "Jerilyn",
        "Geralyn",
        "Jeralyn",
        "Jerilynn",
        "Jerrilyn",
        "Jerelyn",
        "Gerilyn",
        "Geralynn",
        "Jerrilynn",
        "Gerilynn",
        "Jeralynn",
        "Gerrilyn",
        "Jerralyn",
        "Gerrilynn",
        "Jerelin"
      ],
      "notes": "Retain common JERR-uh-lin/JERR-ih-lin readings with an unstressed middle vowel. Exclude -line/-lene forms liable to end LEEN, plus -olyn and Jar-/Jare- forms in this narrower core.",
      "source": "https://nameplay.org/ways-to-spell-Jerilyn",
      "excluded_examples": [
        "Geraline",
        "Jerolyn",
        "Jerelene",
        "Jeraline",
        "Geralene",
        "Jereline",
        "Jeroline",
        "Jarelyn",
        "Jarilyn",
        "Jerrolyn",
        "Jerilynne",
        "Jerrilyne",
        "Geroline",
        "Gerolyn",
        "Jarelin"
      ],
      "broad_variants": [
        "Jerilyn",
        "Geralyn",
        "Jeralyn",
        "Jerilynn",
        "Jerrilyn",
        "Jerelyn",
        "Gerilyn",
        "Geraline",
        "Jerolyn",
        "Geralynn",
        "Jerrilynn",
        "Jerelene",
        "Jeraline",
        "Geralene",
        "Jereline",
        "Gerilynn",
        "Jeroline",
        "Jeralynn",
        "Jarelyn",
        "Jarilyn",
        "Gerrilyn",
        "Jerrolyn",
        "Jerralyn",
        "Jerilynne",
        "Gerrilynn",
        "Jerrilyne",
        "Jerelin",
        "Geroline",
        "Gerolyn",
        "Jarelin"
      ],
      "published_broad_count": 30
    },
    "Georgeann": {
      "pronunciation": "jorj-AN",
      "category": "pronunciation_sensitive",
      "variants": [
        "Georgeann",
        "Georgann",
        "Georganne",
        "Georgeanne",
        "Georgean"
      ],
      "notes": "Exclude Georgiann/Georgianne/Georgiaann, which can have an extra EE syllable (jor-jee-AN), and Georgian, which has other common readings. Narrow two-part George+Ann core is below 10,000 births.",
      "source": "https://nameplay.org/ways-to-spell-Georgeann",
      "excluded_examples": [
        "Georgiann",
        "Georgianne",
        "Georgian",
        "Georgiaann"
      ],
      "broad_variants": [
        "Georgeann",
        "Georgiann",
        "Georgann",
        "Georgianne",
        "Georganne",
        "Georgeanne",
        "Georgian",
        "Georgean",
        "Georgiaann"
      ],
      "published_broad_count": 9
    },
    "Annalee": {
      "pronunciation": "AN-uh-lee",
      "category": "pronunciation_sensitive",
      "variants": [
        "Annalee",
        "Annaleigh",
        "Analee",
        "Analeigh",
        "Annalie",
        "Analie",
        "Annaly",
        "Annali",
        "Annaley",
        "Analey",
        "Analiegh",
        "Anally"
      ],
      "notes": "Exclude On-/Aun-/Ahn- forms with a different first vowel; exclude Anali/Analy, which can be Spanish ah-nah-LEE, and Anneli/Annelie/Anely variants with different stress or middle vowel. Retained Annalie/Analie/Annali still assume the common English initial-stress reading.",
      "source": "https://nameplay.org/ways-to-spell-Annalee",
      "excluded_examples": [
        "Anali",
        "Analy",
        "Onalee",
        "Anneli",
        "Anely",
        "Analea",
        "Annelie",
        "Analei",
        "Annalei",
        "Anahli",
        "Annely",
        "Anelie",
        "Onnolee",
        "Anaely",
        "Annilee",
        "Aunalee",
        "Anahly",
        "Onnalee",
        "Onolee",
        "Aneley",
        "Ahnalee",
        "Onaleigh",
        "Ahnaleigh",
        "Aunaleigh",
        "Annily",
        "Anilee",
        "Anylee",
        "Onnaleigh"
      ],
      "broad_variants": [
        "Annalee",
        "Annaleigh",
        "Anali",
        "Analy",
        "Analee",
        "Analeigh",
        "Annalie",
        "Onalee",
        "Analie",
        "Annaly",
        "Annali",
        "Anneli",
        "Anely",
        "Analea",
        "Annelie",
        "Analei",
        "Annalei",
        "Anahli",
        "Annely",
        "Anelie",
        "Annaley",
        "Onnolee",
        "Anaely",
        "Annilee",
        "Aunalee",
        "Anahly",
        "Onnalee",
        "Onolee",
        "Analey",
        "Aneley",
        "Ahnalee",
        "Onaleigh",
        "Ahnaleigh",
        "Aunaleigh",
        "Anally",
        "Annily",
        "Anilee",
        "Anylee",
        "Analiegh",
        "Onnaleigh"
      ],
      "published_broad_count": 40
    },
    "Nisha": {
      "pronunciation": "NEE-shuh",
      "category": "pronunciation_sensitive",
      "variants": [
        "Nisha",
        "Niesha",
        "Neisha",
        "Neesha",
        "Nieshia",
        "Neshia",
        "Nishia",
        "Neasha"
      ],
      "notes": "Exclude Nyesha/Nysha (NYE- or ny-EE-), Nesha (NEH possible), Necia/Nicia (-see-uh possible), and -asia/-sia forms. Neisha can also have NAY, so the smaller core is conditional on NEE. Below 10,000 births.",
      "source": "https://nameplay.org/ways-to-spell-Nisha",
      "excluded_examples": [
        "Nyesha",
        "Necia",
        "Nesha",
        "Nysha",
        "Nicha",
        "Neasia",
        "Nysia",
        "Nicia",
        "Nyshia",
        "Nesia",
        "Nyshea",
        "Neicha",
        "Nycia"
      ],
      "broad_variants": [
        "Nisha",
        "Niesha",
        "Nyesha",
        "Neisha",
        "Necia",
        "Nesha",
        "Nysha",
        "Neesha",
        "Nieshia",
        "Nicha",
        "Neshia",
        "Neasia",
        "Nysia",
        "Nicia",
        "Nyshia",
        "Neasha",
        "Nesia",
        "Nyshea",
        "Nishia",
        "Neicha",
        "Nycia"
      ],
      "published_broad_count": 21
    },
    "Jessalyn": {
      "pronunciation": "JESS-uh-lin",
      "category": "pronunciation_sensitive",
      "variants": [
        "Jessalyn",
        "Jessalynn",
        "Jessilyn",
        "Jesselyn",
        "Jesalyn",
        "Jessilynn",
        "Jesilyn",
        "Jesselin",
        "Jesselynn",
        "Jesalynn",
        "Jessalin",
        "Jeselyn",
        "Jessalynne"
      ],
      "notes": "Separate three-syllable JESS-uh-lin from two-syllable Jesslyn/Jeslyn/Jesslynn/Jeslynn/Jeslin/Jesslin. Exclude Jessielynn with full EE in the middle. Restricted three-syllable group below 10,000 births.",
      "source": "https://nameplay.org/ways-to-spell-Jessalyn",
      "excluded_examples": [
        "Jesslyn",
        "Jeslyn",
        "Jesslynn",
        "Jeslynn",
        "Jeslin",
        "Jesslin",
        "Jessielynn"
      ],
      "broad_variants": [
        "Jessalyn",
        "Jesslyn",
        "Jeslyn",
        "Jessalynn",
        "Jessilyn",
        "Jesslynn",
        "Jesselyn",
        "Jesalyn",
        "Jeslynn",
        "Jeslin",
        "Jessilynn",
        "Jesilyn",
        "Jesslin",
        "Jesselin",
        "Jesselynn",
        "Jesalynn",
        "Jessalin",
        "Jessielynn",
        "Jeselyn",
        "Jessalynne"
      ],
      "published_broad_count": 20
    },
    "Lilyann": {
      "pronunciation": "lil-ee-AN",
      "category": "pronunciation_sensitive",
      "variants": [
        "Lilyann",
        "Lillyann",
        "Lilyanne",
        "Lillyanne",
        "Lillieann",
        "Lillieanne",
        "Lileeann",
        "Lyliann"
      ],
      "notes": "Keep transparent Lily/Lilly/Lillie + Ann(e). Exclude Liliane/Lilianne/Lillianne, which can instead be LIL-ee-un like Lillian, or have French vowels/stress. Restricted compound-name core below 10,000 births.",
      "source": "https://nameplay.org/ways-to-spell-Lilyann",
      "excluded_examples": [
        "Lillianne",
        "Lilianne",
        "Liliane"
      ],
      "broad_variants": [
        "Lilyann",
        "Lillyann",
        "Lilyanne",
        "Lillianne",
        "Lillyanne",
        "Lilianne",
        "Liliane",
        "Lillieann",
        "Lillieanne",
        "Lileeann",
        "Lyliann"
      ],
      "published_broad_count": 11
    },
    "Maylee": {
      "pronunciation": "MAY-lee",
      "category": "reviewed",
      "variants": [
        "Maylee",
        "Maelee",
        "Mayleigh",
        "Maeleigh",
        "Maylie",
        "Maelie",
        "Mailee",
        "Mayli",
        "Maily",
        "Mailey",
        "Maeli",
        "Maely",
        "Maili",
        "Maylea",
        "Maeley",
        "Mayley",
        "Maley",
        "Meyli",
        "Maylei",
        "Maileigh",
        "Mailie",
        "Maelei",
        "Meyly",
        "Mayly",
        "Maellie",
        "Maelly"
      ],
      "notes": "Common English MAY-lee readings. Exclude Mayeli/Mayelli/Mayely, which can have an extra syllable, and Malie/Mealie, which can be MAH-/MEE-. Maeli/Maely/Maili can have non-English readings; this is conditional, as are Kaylee/Michaela cores.",
      "source": "Author-curated conditional English spelling family; counts from the official SSA national files."
    },
    "Shaylee": {
      "pronunciation": "SHAY-lee",
      "category": "pronunciation_sensitive",
      "variants": [
        "Shaylee",
        "Shalee",
        "Shayleigh",
        "Shaley",
        "Shaylie",
        "Shailee",
        "Shaelee",
        "Shailey",
        "Shaleigh",
        "Shayli",
        "Shaylea",
        "Shayley",
        "Sheyli",
        "Shaily",
        "Shaeleigh",
        "Shaili",
        "Shalie",
        "Shaely",
        "Shaeley",
        "Shaeli",
        "Shaelie",
        "Sheyly",
        "Shaylei",
        "Shailie",
        "Shaileigh",
        "Sheali",
        "Shealee",
        "Shealeigh"
      ],
      "notes": "Shalee has official bearer SHAY-lee usage but also shuh-LEE; Shalie can be SHAL-ee. Broad conditional English set excludes CH-initial spellings and Sheily/Sheilly/Sheili with possible SHEE readings. Shea- spellings are conventional SHAY assumptions.",
      "source": "Author-curated conditional English spelling family; counts from the official SSA national files."
    },
    "Jaylee": {
      "pronunciation": "JAY-lee",
      "category": "reviewed",
      "variants": [
        "Jaylee",
        "Jayleigh",
        "Jaylie",
        "Jaleigh",
        "Jailee",
        "Jayli",
        "Jaelee",
        "Jalee",
        "Jaley",
        "Jailey",
        "Jaeleigh",
        "Jaylei",
        "Jalie",
        "Jaeli",
        "Jayley",
        "Jaylea",
        "Jaely",
        "Jaileigh",
        "Jaelie",
        "Jalei",
        "Jeyli",
        "Jaily",
        "Jaeley",
        "Jaili",
        "Jailei",
        "Jaelei",
        "Jeyly",
        "Jayly"
      ],
      "notes": "Conditional English JAY-lee; omit Jeily (JEE possible), Jali (JAH often), Jailea (extra syllable possible). Several Ja-/Jai- spellings can also be JAH/JYE outside this convention.",
      "source": "Author-curated conditional English spelling family; counts from the official SSA national files."
    },
    "Kenisha": {
      "pronunciation": "kuh-NEE-sha",
      "category": "pronunciation_sensitive",
      "variants": [
        "Kenisha",
        "Kanisha",
        "Kanesha",
        "Kaneisha",
        "Kenesha",
        "Kennisha",
        "Keneisha",
        "Kaneesha",
        "Kaneshia",
        "Kennesha",
        "Keneshia",
        "Canisha",
        "Kaniesha",
        "Canesha",
        "Kinesha",
        "Kinisha",
        "Keniesha",
        "Kenishia",
        "Kynisha",
        "Kenneshia",
        "Kynesha",
        "Kenneisha",
        "Caneisha",
        "Conisha",
        "Caneshia",
        "Keneesha",
        "Conesha",
        "Kanishia",
        "Caniesha",
        "Kineshia",
        "Kaneeshia",
        "Konesha",
        "Canishia",
        "Konisha",
        "Kyneshia",
        "Keneasha",
        "Kiniesha",
        "Kyneisha"
      ],
      "notes": "Assumes a reduced initial vowel and NEE; NAY/NEH/NIH alternatives remain material. Excludes Quinesha and similar forms that can retain /kw/, and -cia forms with ambiguous consonants or syllable counts.",
      "source": "Author-curated conditional English spelling family; counts from the official SSA national files."
    },
    "Tanisha": {
      "pronunciation": "tuh-NEE-sha",
      "category": "pronunciation_sensitive",
      "variants": [
        "Tanisha",
        "Tanesha",
        "Tenisha",
        "Tonisha",
        "Taneisha",
        "Tynisha",
        "Tenesha",
        "Tynesha",
        "Taneshia",
        "Tinisha",
        "Taniesha",
        "Tinesha",
        "Tyneisha",
        "Tyneshia",
        "Tanishia",
        "Teneshia",
        "Taneesha",
        "Teneisha",
        "Tonesha",
        "Tunisha",
        "Tanysha",
        "Toneisha",
        "Toniesha",
        "Tenishia",
        "Tyniesha",
        "Tineshia",
        "Toneshia",
        "Taneasha",
        "Tonishia",
        "Tannisha",
        "Tyneesha",
        "Teniesha",
        "Tennisha",
        "Tynishia",
        "Teneeshia",
        "Tinishia",
        "Tonnisha",
        "Tineisha",
        "Tonysha",
        "Taneishia",
        "Tonnesha",
        "Tannesha",
        "Tyneasha",
        "Tennesha",
        "Tahnesha",
        "Tahnisha",
        "Taneysha",
        "Tanneshia",
        "Teanisha",
        "Teneasha",
        "Teneesha",
        "Toneesha",
        "Tanishea",
        "Tnisha"
      ],
      "notes": "Official WNBA guide documents Tanisha Wright tuh-NEE-shuh. This family assumes stressed NEE rather than NIH; these are not a General American vowel merger. Initial vowel reduction and NAY/NEH alternatives remain sensitive. Omit -cia and -cha forms.",
      "source": "Author-curated conditional English spelling family; counts from the official SSA national files."
    },
    "Janine": {
      "pronunciation": "juh-NEEN",
      "category": "reviewed",
      "variants": [
        "Janine",
        "Jeannine",
        "Jeanine",
        "Janeen",
        "Janene",
        "Jeanene",
        "Jenine",
        "Janean",
        "Jennine",
        "Jeneen",
        "Jeaneen",
        "Jenean",
        "Jeannene",
        "Jannine",
        "Jeneane",
        "Genine",
        "Jenene",
        "Genene",
        "Janeane",
        "Geneen",
        "Jeaninne",
        "Janeene",
        "Jeanean",
        "Geanine",
        "Janiene",
        "Jennene",
        "Genean",
        "Geniene",
        "Jeaneane",
        "Janinne",
        "Jeniene",
        "Jineen",
        "Gineen",
        "Jennean",
        "Geannine",
        "Jannene",
        "Jeneene",
        "Gennine",
        "Jeaniene",
        "Jeninne",
        "Ginine",
        "Geneane"
      ],
      "notes": "Conventional Anglophone juh-NEEN family; assumes reduced initial vowels and familiar readings of Janean/Janeane. Excludes obvious Jane-Ann/June-Ann compounds and Jo-/John- spellings liable to retain another initial vowel. Rare entries are plausible spelling assignments, not verified bearer pronunciations.",
      "source": "Author-curated conditional English spelling family; counts from the official SSA national files.",
      "excluded_examples": [
        "Janeann",
        "Janeanne",
        "Juneann",
        "Johnine",
        "Joneen",
        "Johnene",
        "Jonine",
        "Johneen",
        "Jonene",
        "Jeneanne",
        "Jeannean",
        "Jannean",
        "Janien",
        "Geneine",
        "Jeneine",
        "Jineane"
      ]
    },
    "Janelle": {
      "pronunciation": "juh-NELL",
      "category": "reviewed",
      "variants": [
        "Janelle",
        "Janell",
        "Janel",
        "Jenelle",
        "Jenell",
        "Jeanelle",
        "Genelle",
        "Genell",
        "Jennell",
        "Jannelle",
        "Jennelle",
        "Jannell",
        "Jeanell",
        "Ginelle",
        "Jenel",
        "Jannel",
        "Jennel",
        "Janele",
        "Gennell",
        "Jinelle",
        "Jeannelle",
        "Jahnelle",
        "Jynelle",
        "Jahnell",
        "Genel",
        "Jhanelle",
        "Ginell",
        "Jynell",
        "Jeanel",
        "Jahnel",
        "Jhanel",
        "Gennelle",
        "Genele",
        "Jeannell",
        "Jenele"
      ],
      "notes": "Conventional Anglophone juh-NELL readings. Conservatively excludes Jo-/John-/Jun- forms with plausible unreduced first vowels, -neal forms that may end in NEEL, and Gianelle. First-vowel reduction remains an assumption; SSA does not record stress or pronunciation.",
      "source": "Author-curated conditional English spelling family; counts from the official SSA national files.",
      "excluded_examples": [
        "Jonelle",
        "Jonell",
        "Johnell",
        "Jonel",
        "Johnelle",
        "Johnel",
        "Johnnell",
        "Jonnell",
        "Jonnelle",
        "Johnnel",
        "Junell",
        "Junelle",
        "Janeal",
        "Geneal",
        "Jeneal",
        "Gianelle",
        "Jaunell"
      ]
    },
    "Janae": {
      "pronunciation": "juh-NAY",
      "category": "reviewed",
      "variants": [
        "Janae",
        "Janay",
        "Jenae",
        "Jenay",
        "Janaye",
        "Jahnae",
        "Jennae",
        "Genae",
        "Jhanae",
        "Jenaye",
        "Jannae",
        "Jhenae",
        "Genay",
        "Janaeh",
        "Jannay",
        "Jynae",
        "Djanae",
        "Jinay",
        "Ginae"
      ],
      "notes": "Restricts the candidate family to relatively transparent -nae/-nay/-naye spellings. Excludes -nai forms liable to NY, -nea forms liable to NEE-ah, and Jo-/John-/Jun- forms with unreduced first vowels. Retained initial syllables are assumed reduced.",
      "source": "Author-curated conditional English spelling family; counts from the official SSA national files.",
      "excluded_examples": [
        "Janai",
        "Jenai",
        "Jaanai",
        "Jahnai",
        "Jannai",
        "Janaih",
        "Genai",
        "Jhenai",
        "Jhanai",
        "Janea",
        "Jenea",
        "Genea",
        "Jennea",
        "Jeanea",
        "Jeannea",
        "Jonae",
        "Johnae",
        "Jonnae",
        "Johnnae",
        "Jonay",
        "Jonai",
        "Junae",
        "Junea",
        "Jonaye",
        "Johnai",
        "Jhonae"
      ]
    },
    "Chanel": {
      "pronunciation": "shuh-NELL",
      "category": "reviewed",
      "variants": [
        "Chanel",
        "Chanelle",
        "Shanell",
        "Shanelle",
        "Chanell",
        "Shanel",
        "Shannel",
        "Chenelle",
        "Shenell",
        "Shannell",
        "Shenelle",
        "Channelle",
        "Chenell",
        "Shannelle",
        "Chanele",
        "Chenel",
        "Shanele",
        "Chennel",
        "Shenel",
        "Chinelle",
        "Shinell",
        "Schanel",
        "Shinelle",
        "Chennelle",
        "Shynell",
        "Shennel",
        "Shennell",
        "Schanelle",
        "Chennell",
        "Chenele"
      ],
      "notes": "Familiar Chanel/Shanel spelling family under second-syllable stress. Removes Shon-/Shaun- forms liable to retain SHON/SHAWN and Shaneal with possible NEEL. Some rare spellings, particularly Shannel, can be given first-syllable stress; scores remain a conventional English family proxy.",
      "source": "Author-curated conditional English spelling family; counts from the official SSA national files.",
      "excluded_examples": [
        "Shaneal",
        "Shonell",
        "Shaunell",
        "Shaunelle",
        "Shonelle",
        "Shonnell",
        "Shunell",
        "Shaunel"
      ]
    },
    "Cadence": {
      "pronunciation": "KAY-duns",
      "category": "reviewed",
      "variants": [
        "Cadence",
        "Kaydence",
        "Kadence",
        "Caydence",
        "Kaidence",
        "Kaydance",
        "Caidence",
        "Kadynce",
        "Cadance",
        "Kadance",
        "Kaedence",
        "Kaidance",
        "Kaidynce",
        "Kaydince",
        "Caydance",
        "Cadynce",
        "Kadince",
        "Kaedynce",
        "Caidance",
        "Caedence",
        "Kaydynce",
        "Cadince",
        "Kaedance",
        "Caidynce",
        "Kaydense",
        "Caydince",
        "Caedance",
        "Cadense",
        "Khadence",
        "Kaidince",
        "Khaydence"
      ],
      "notes": "Relatively clear variant spellings of English cadence. Assumes ordinary unstressed-vowel reduction in -dance/-dince/-dynce and the established KAY reading of Kai-/Cai- forms. Removes Kayedence, which could introduce a syllable, and Kaydens, which may end in voiced Z.",
      "source": "Author-curated conditional English spelling family; counts from the official SSA national files.",
      "excluded_examples": [
        "Kayedence",
        "Kaydens"
      ]
    },
    "Maisie": {
      "pronunciation": "MAY-zee",
      "category": "reviewed",
      "variants": [
        "Maisie",
        "Mazie",
        "Maisy",
        "Maizie",
        "Maizy",
        "Maisey",
        "Mayzie",
        "Maizey",
        "Maizee",
        "Mazy",
        "Mayzee",
        "Maezie",
        "Mazey",
        "Mayzi",
        "Mazee",
        "Maezy",
        "Maezi",
        "Maizi"
      ],
      "notes": "Usual English MAY-zee readings. Excludes Mazi, which has an established MAH-zee reading in other naming traditions, and opaque Mazii. This family is distinct from Macy/Macie, which has unvoiced S.",
      "source": "Author-curated conditional English spelling family; counts from the official SSA national files.",
      "excluded_examples": [
        "Mazi",
        "Mazii",
        "Macy",
        "Macie",
        "Maci",
        "Macey"
      ]
    },
    "Jamir": {
      "pronunciation": "juh-MEER",
      "category": "reviewed",
      "variants": [
        "Jamir",
        "Jahmir",
        "Jamere",
        "Jameer",
        "Jamier",
        "Jameir",
        "Jahmere",
        "Jahmeir",
        "Jahmier",
        "Jamiere",
        "Jhamir",
        "Jahmeer",
        "Jamear",
        "Jamirr",
        "Jemir",
        "Jemere",
        "Jahmiere",
        "Jhamere",
        "Jimere",
        "Jimir",
        "Jemier"
      ],
      "notes": "Conventional juh-MEER core. Removes Jimmer/Jamer with probable different stress/vowels, -myr forms liable to MYR, and -mire spellings with possible MY-er. Jamier/Jameir remain bearer-dependent spellings whose usual family reading is assumed.",
      "source": "Author-curated conditional English spelling family; counts from the official SSA national files.",
      "excluded_examples": [
        "Jamire",
        "Jahmire",
        "Jameire",
        "Jymir",
        "Jymere",
        "Jahmyr",
        "Jamyr",
        "Jamyre",
        "Jamer",
        "Jimmer"
      ]
    },
    "Emmalyn": {
      "pronunciation": "EM-uh-lin",
      "category": "reviewed",
      "variants": [
        "Emmalyn",
        "Emmalynn",
        "Emelyn",
        "Emalyn",
        "Emilyn",
        "Emelin",
        "Emalynn",
        "Emmalin",
        "Emmelyn",
        "Emilynn",
        "Emmilyn",
        "Emmalynne",
        "Emelynn",
        "Emmilynn",
        "Emmelynn",
        "Emalin",
        "Emmelin",
        "Emilin",
        "Emmalinn",
        "Emalynne"
      ],
      "notes": "LIN-ending, three-syllable core, parallel to the report's separate Madelyn/Adalyn cores. Excludes Emmaline and -lyne forms liable to LINE/LEEN, and contracted Emlynn. Unstressed medial vowel differences are merged under common English weak-vowel reduction.",
      "source": "Author-curated conditional English spelling family; counts from the official SSA national files.",
      "excluded_examples": [
        "Emmaline",
        "Emmalyne",
        "Emlynn",
        "Emalyne",
        "Emelyne",
        "Emilyne",
        "Emmelyne",
        "Emmilyne"
      ]
    },
    "Marilee": {
      "pronunciation": "MAIR-uh-lee",
      "category": "dialect_sensitive",
      "variants": [
        "Marilee",
        "Marylee",
        "Merrilee",
        "Merilee",
        "Merrily",
        "Maralee",
        "Marily",
        "Marili",
        "Merrilie",
        "Merrylee"
      ],
      "notes": "Requires the common US Mary/marry/merry merger plus unstressed-vowel reduction. Removes Marely/Mareli/Mayreli/Mairely and related spellings often used with different stress or fewer syllables, and -lea forms potentially adding an unstressed syllable. The retained family has 9,847 published births in 1950–2025, below the 10,000-record main-list threshold.",
      "source": "Author-curated conditional English spelling family; counts from the official SSA national files.",
      "excluded_examples": [
        "Marely",
        "Mareli",
        "Marilea",
        "Mayreli",
        "Mairely",
        "Marelly",
        "Marylea",
        "Meraly",
        "Marelie",
        "Merely",
        "Merali",
        "Mayrely",
        "Marali",
        "Maireli"
      ]
    },
    "Macy": {
      "pronunciation": "MAY-see",
      "category": "reviewed",
      "variants": [
        "Macy",
        "Macie",
        "Maci",
        "Macey",
        "Maycee",
        "Macee",
        "Maycie",
        "Mayci",
        "Maecy",
        "Maicee",
        "Maicie",
        "Maicy",
        "Maicey",
        "Macye",
        "Maycey"
      ],
      "notes": "Common English MAY-see reading; edited name dictionary explicitly lists Macy/Macey/Maci/Macie. Additional spellings are ordinary c/ce/ci and ai/ay/ae variants observed in SSA. Exclude s-only forms with plausible MAY-zee readings.",
      "source": "https://www.behindthename.com/name/macy",
      "excluded_examples": [
        "Maysie",
        "Masey",
        "Maisee",
        "Maesie",
        "Maisie",
        "Mayzie"
      ]
    },
    "Journey": {
      "pronunciation": "JER-nee",
      "category": "reviewed",
      "variants": [
        "Journey",
        "Journee",
        "Journi",
        "Jurnee",
        "Journie",
        "Journei",
        "Journii",
        "Jurni",
        "Jurnie",
        "Jurney",
        "Jernee",
        "Journiee",
        "Jerney",
        "Jurnei",
        "Jerni",
        "Journeii",
        "Jernie",
        "Journye",
        "Jernei",
        "Jurnii",
        "Journy"
      ],
      "notes": "Common American English word-name pronunciation JER-nee. Dictionary explicitly gives Journey/Journee/Journi; the other observed spellings preserve that sound under ordinary English readings. Includes Journye under the same JER-nee reading.",
      "source": "https://www.behindthename.com/name/journey",
      "excluded_examples": []
    },
    "Jacqueline": {
      "pronunciation": "JAK-lin, with JAK-uh-lin allowed under a syncope convention",
      "category": "pronunciation_sensitive",
      "variants": [
        "Jacqueline",
        "Jacquelyn",
        "Jaqueline",
        "Jaclyn",
        "Jacklyn",
        "Jacquelin",
        "Jacalyn",
        "Jacqulyn",
        "Jackelyn",
        "Jaquelin",
        "Jaclynn",
        "Jaquelyn",
        "Jacklynn",
        "Jackelin",
        "Jacklin",
        "Jacqlyn",
        "Jacqulin",
        "Jakelin",
        "Jackalyn",
        "Jacolyn",
        "Jakelyn",
        "Jacqulynn",
        "Jackilyn",
        "Jaquelynn",
        "Jaklyn",
        "Jackolyn",
        "Jaclin",
        "Jackelynn",
        "Jackalynn",
        "Jacalynn",
        "Jakalyn",
        "Jaqulyn",
        "Jaqlyn",
        "Jacqlynn",
        "Jaklynn",
        "Jackilynn",
        "Jackqulin",
        "Jackalin",
        "Jacklen",
        "Jacqelyn",
        "Jakalynn",
        "Jaqulynn",
        "Jacquelynn",
        "Jacqualyn",
        "Jacquilyn",
        "Jackquelyn",
        "Jacqualin",
        "Jacqualynn",
        "Jackquelin",
        "Jacquilynn",
        "Jaqualyn",
        "Jacquelen"
      ],
      "notes": "Conditional English JAK-lin/JAK-uh-lin family. Edited dictionary explicitly recognizes both pronunciations of Jacqueline and links Jacalyn/Jacklyn/Jaclyn/Jacquelyn/Jaqueline/Jackalyn/Jaquelyn. French zh-/final LEEN and English KW or retained LEEN readings differ. Excludes more ambiguous -line/-lyne/-lene forms other than the established full heads, and excludes final -a.",
      "source": "https://www.behindthename.com/name/jacqueline",
      "excluded_examples": [
        "Jacquelene",
        "Jaclene",
        "Jacklon",
        "Jacquline",
        "Jackeline",
        "Jacquelyne",
        "Jackqueline",
        "Jakeline",
        "Jackline",
        "Jaquelyne",
        "Jacqulyne",
        "Jaclyne",
        "Jacklyne",
        "Jacquelina"
      ],
      "broad_variants": [
        "Jacqueline",
        "Jacquelyn",
        "Jaclyn",
        "Jacklyn",
        "Jaqueline",
        "Jacquelin",
        "Jacquline",
        "Jackeline",
        "Jacalyn",
        "Jacquelynn",
        "Jacqulyn",
        "Jackelyn",
        "Jaquelin",
        "Jacquelyne",
        "Jaclynn",
        "Jaquelyn",
        "Jacqualine",
        "Jacklynn",
        "Jackelin",
        "Jackqueline",
        "Jacquelene",
        "Jacqualyn",
        "Jacklin",
        "Jacquelynne",
        "Jacqlyn",
        "Jacquiline",
        "Jacqulin",
        "Jakelin",
        "Jakeline",
        "Jackalyn",
        "Jackquline",
        "Jackelyne",
        "Jacilyn",
        "Jacolyn",
        "Jakelyn",
        "Jackline",
        "Jacquilyn",
        "Jacqulynn",
        "Jackilyn",
        "Jaquelynn",
        "Jackquelyn",
        "Jaklyn",
        "Jaquelyne",
        "Jacqulyne",
        "Jacyln",
        "Jaquelinne",
        "Jackolyn",
        "Jaclin",
        "Jaclyne",
        "Jaclynne",
        "Jacqulene",
        "Jakylan",
        "Jackelynn",
        "Jackalynn",
        "Jacklyne",
        "Jaqualyn",
        "Jacalynn",
        "Jacqeline",
        "Jaculin",
        "Jaclene",
        "Jakylen",
        "Jacqualin",
        "Jaqualin",
        "Jackqulyn",
        "Jakalyn",
        "Jaqulyn",
        "Jacqualynn",
        "Jacquelinne",
        "Jacqueleen",
        "Jaqlyn",
        "Jakylin",
        "Jacqlynn",
        "Jackleen",
        "Jaklynn",
        "Jaquline",
        "Jacqline",
        "Jackaline",
        "Jackquelin",
        "Jacklene",
        "Jacklynne",
        "Jacleen",
        "Jacueline",
        "Jackelinne",
        "Jakelyne",
        "Jacquilynn",
        "Jaqualine",
        "Yacqueline",
        "Jacquelline",
        "Jackilynn",
        "Jacquolyn",
        "Jaquelline",
        "Jacklon",
        "Jackqulin",
        "Jacqlene",
        "Jacquelen",
        "Jacgueline",
        "Jacquleen",
        "Jacquoline",
        "Jaquelinee",
        "Jaceline",
        "Jackalin",
        "Jacklen",
        "Jackueline",
        "Jacqelyn",
        "Jacqualyne",
        "Jacqueling",
        "Jaculine",
        "Jakalynn",
        "Jakelynn",
        "Jaquelene",
        "Jaquilyn",
        "Jaqulynn"
      ],
      "published_broad_count": 112
    }
  },
  "kaylin_scenarios": [
    {
      "id": "full_55",
      "label": "Full 55-spelling core",
      "variants": [
        "Kaylin",
        "Kaelyn",
        "Kailyn",
        "Kaylynn",
        "Kaylyn",
        "Kaylen",
        "Kalyn",
        "Kalen",
        "Cailyn",
        "Kaylan",
        "Kaelynn",
        "Kailynn",
        "Cailin",
        "Kalynn",
        "Kaelin",
        "Kalin",
        "Caelan",
        "Calen",
        "Caylin",
        "Caelyn",
        "Kaylon",
        "Kaelan",
        "Kailen",
        "Kalan",
        "Kailin",
        "Cailynn",
        "Kailan",
        "Kaelen",
        "Caylen",
        "Calan",
        "Caelin",
        "Kaylynne",
        "Caelen",
        "Caelynn",
        "Kaylinn",
        "Cailen",
        "Caylyn",
        "Caylan",
        "Caylynn",
        "Kailon",
        "Kaelon",
        "Caylon",
        "Cailan",
        "Kailynne",
        "Kaelynne",
        "Khailyn",
        "Caelon",
        "Khailynn",
        "Cailynne",
        "Khaelyn",
        "Khailan",
        "Khailen",
        "Cailon",
        "Caylinn",
        "Khaelynn"
      ]
    },
    {
      "id": "omit_four",
      "label": "Omit Kalin, Kalan, Calen, Calan",
      "variants": [
        "Kaylin",
        "Kaelyn",
        "Kailyn",
        "Kaylynn",
        "Kaylyn",
        "Kaylen",
        "Kalyn",
        "Kalen",
        "Cailyn",
        "Kaylan",
        "Kaelynn",
        "Kailynn",
        "Cailin",
        "Kalynn",
        "Kaelin",
        "Caelan",
        "Caylin",
        "Caelyn",
        "Kaylon",
        "Kaelan",
        "Kailen",
        "Kailin",
        "Cailynn",
        "Kailan",
        "Kaelen",
        "Caylen",
        "Caelin",
        "Kaylynne",
        "Caelen",
        "Caelynn",
        "Kaylinn",
        "Cailen",
        "Caylyn",
        "Caylan",
        "Caylynn",
        "Kailon",
        "Kaelon",
        "Caylon",
        "Cailan",
        "Kailynne",
        "Kaelynne",
        "Khailyn",
        "Caelon",
        "Khailynn",
        "Cailynne",
        "Khaelyn",
        "Khailan",
        "Khailen",
        "Cailon",
        "Caylinn",
        "Khaelynn"
      ]
    },
    {
      "id": "omit_six",
      "label": "Also omit Kalyn and Kalynn",
      "variants": [
        "Kaylin",
        "Kaelyn",
        "Kailyn",
        "Kaylynn",
        "Kaylyn",
        "Kaylen",
        "Kalen",
        "Cailyn",
        "Kaylan",
        "Kaelynn",
        "Kailynn",
        "Cailin",
        "Kaelin",
        "Caelan",
        "Caylin",
        "Caelyn",
        "Kaylon",
        "Kaelan",
        "Kailen",
        "Kailin",
        "Cailynn",
        "Kailan",
        "Kaelen",
        "Caylen",
        "Caelin",
        "Kaylynne",
        "Caelen",
        "Caelynn",
        "Kaylinn",
        "Cailen",
        "Caylyn",
        "Caylan",
        "Caylynn",
        "Kailon",
        "Kaelon",
        "Caylon",
        "Cailan",
        "Kailynne",
        "Kaelynne",
        "Khailyn",
        "Caelon",
        "Khailynn",
        "Cailynne",
        "Khaelyn",
        "Khailan",
        "Khailen",
        "Cailon",
        "Caylinn",
        "Khaelynn"
      ]
    },
    {
      "id": "narrow_25",
      "label": "Narrow 25-spelling subset",
      "variants": [
        "Kaylin",
        "Kaelyn",
        "Kailyn",
        "Kaylynn",
        "Kaylyn",
        "Kaylen",
        "Cailyn",
        "Kaylan",
        "Kaelynn",
        "Kailynn",
        "Kaelin",
        "Caylin",
        "Caelyn",
        "Cailynn",
        "Kaelen",
        "Caelin",
        "Kaylynne",
        "Caelen",
        "Caelynn",
        "Kaylinn",
        "Cailen",
        "Caylyn",
        "Caylynn",
        "Kailynne",
        "Kaelynne"
      ]
    }
  ],
  "ssa_population_years": [
    [1880,90994,110490],
    [1881,91953,100735],
    [1882,107847,113686],
    [1883,112320,104625],
    [1884,129019,114441],
    [1885,133055,107799],
    [1886,144533,110783],
    [1887,145981,101410],
    [1888,178622,120852],
    [1889,178366,110580],
    [1890,190377,111024],
    [1891,185482,101191],
    [1892,212339,122035],
    [1893,212905,112318],
    [1894,222922,115768],
    [1895,233627,117393],
    [1896,237918,119565],
    [1897,234200,112757],
    [1898,258769,122685],
    [1899,233022,106211],
    [1900,299784,150474],
    [1901,239345,106467],
    [1902,264073,122660],
    [1903,261970,119230],
    [1904,275362,128122],
    [1905,291617,132306],
    [1906,295297,133154],
    [1907,318564,146826],
    [1908,334312,154336],
    [1909,347228,163996],
    [1910,396503,194208],
    [1911,418309,225970],
    [1912,558119,429942],
    [1913,624546,512566],
    [1914,761581,654762],
    [1915,983852,848575],
    [1916,1044334,890080],
    [1917,1081267,925482],
    [1918,1157631,1013480],
    [1919,1130117,980122],
    [1920,1198289,1064356],
    [1921,1233058,1101449],
    [1922,1201003,1088154],
    [1923,1206366,1096102],
    [1924,1248872,1132742],
    [1925,1217384,1115919],
    [1926,1185401,1110505],
    [1927,1192431,1126915],
    [1928,1153318,1107613],
    [1929,1116561,1075615],
    [1930,1125927,1097378],
    [1931,1064728,1039665],
    [1932,1067148,1044157],
    [1933,1007932,991524],
    [1934,1044225,1032596],
    [1935,1048577,1041351],
    [1936,1040390,1037205],
    [1937,1064033,1066659],
    [1938,1103456,1109147],
    [1939,1096612,1106852],
    [1940,1143528,1159172],
    [1941,1208119,1228318],
    [1942,1350719,1381161],
    [1943,1395293,1427297],
    [1944,1327223,1362875],
    [1945,1307090,1345855],
    [1946,1571305,1624023],
    [1947,1772766,1829599],
    [1948,1697908,1754618],
    [1949,1710877,1773939],
    [1950,1713054,1790262],
    [1951,1800859,1882837],
    [1952,1854335,1943633],
    [1953,1881301,1972299],
    [1954,1941915,2038751],
    [1955,1955277,2059889],
    [1956,2007703,2115302],
    [1957,2044851,2157236],
    [1958,2011619,2122409],
    [1959,2023462,2134518],
    [1960,2021941,2132320],
    [1961,2018495,2124195],
    [1962,1966603,2068772],
    [1963,1927507,2031078],
    [1964,1894855,1992698],
    [1965,1765164,1860143],
    [1966,1692177,1783461],
    [1967,1651025,1743811],
    [1968,1640389,1737974],
    [1969,1687016,1788174],
    [1970,1748144,1858229],
    [1971,1663823,1768447],
    [1972,1521244,1621608],
    [1973,1458209,1558576],
    [1974,1467534,1572334],
    [1975,1457861,1561357],
    [1976,1465099,1569007],
    [1977,1533146,1643220],
    [1978,1531859,1641837],
    [1979,1605268,1721536],
    [1980,1660307,1783951],
    [1981,1668060,1791177],
    [1982,1693325,1814447],
    [1983,1670609,1792564],
    [1984,1683817,1804848],
    [1985,1720828,1848210],
    [1986,1715547,1841515],
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    ["Maddalynn",248,0],
    ["Maddelyn",605,4],
    ["Maddelynn",218,0],
    ["Maddilyn",939,1],
    ["Maddilynn",557,2],
    ["Madelyn",82233,132],
    ["Madelynn",13163,24],
    ["Madelynne",1477,3],
    ["Madilyn",16413,28],
    ["Madilynn",7239,8],
    ["Madilynne",379,0],
    ["Madlyn",1364,8],
    ["Madlynn",226,1],
    ["Madolyn",976,0],
    ["Madylin",601,2],
    ["Madylyn",175,0],
    ["Maecy",235,5],
    ["Maegan",8223,9],
    ["Maelee",1076,4],
    ["Maeleigh",501,2],
    ["Maeli",421,11],
    ["Maelin",312,12],
    ["Maely",302,0],
    ["Maelyn",1458,5],
    ["Maelynn",1438,1],
    ["Mahkayla",151,0],
    ["Mailee",787,5],
    ["Mailey",434,2],
    ["Maili",463,10],
    ["Maily",691,4],
    ["Maisey",679,9],
    ["Maisie",6263,13],
    ["Maisy",2450,3],
    ["Maizey",409,6],
    ["Maizie",1355,3],
    ["Maizy",1026,8],
    ["Makaela",2290,0],
    ["Makaia",256,12],
    ["Makaila",3784,2],
    ["Makailah",416,9],
    ["Makaiya",361,3],
    ["Makayah",187,10],
    ["Makayia",137,0],
    ["Makayla",87469,153],
    ["Makaylah",2304,8],
    ["Makeila",241,0],
    ["Makenzee",796,11],
    ["Makenzey",153,3],
    ["Makenzi",2877,14],
    ["Makenzie",35708,269],
    ["Makenzy",1212,44],
    ["Makeyla",328,0],
    ["Maley",250,14],
    ["Maralee",724,0],
    ["Marilee",5702,2],
    ["Marili",446,1],
    ["Marily",1224,12],
    ["Marylee",4310,10],
    ["Maycee",2209,6],
    ["Mayci",581,0],
    ["Maycie",1215,4],
    ["Maylea",272,0],
    ["Maylee",3064,6],
    ["Mayleigh",479,4],
    ["Maylen",951,27],
    ["Mayli",500,2],
    ["Maylie",441,0],
    ["Maylin",3164,44],
    ["Maylon",59,238],
    ["Maylyn",386,4],
    ["Maylynn",507,2],
    ["Mayzie",603,0],
    ["Mazie",3291,24],
    ["Mazy",234,1],
    ["Mccayla",118,0],
    ["Mckaela",294,0],
    ["Mckaila",219,0],
    ["Mckayla",11415,18],
    ["Mckaylah",232,3],
    ["Mckenzee",675,16],
    ["Mckenzey",182,13],
    ["Mckenzi",1711,25],
    ["Mckenzie",55094,1795],
    ["Mckenzy",870,96],
    ["Meagan",36893,32],
    ["Meagen",1097,0],
    ["Meaghan",13102,13],
    ["Meaghann",161,2],
    ["Meaghen",217,1],
    ["Meckenzie",226,4],
    ["Megan",409486,455],
    ["Megann",766,2],
    ["Meganne",341,6],
    ["Megen",740,1],
    ["Meggan",2713,0],
    ["Meggen",164,0],
    ["Meggin",375,0],
    ["Meghan",89456,97],
    ["Meghann",3525,0],
    ["Meghen",185,0],
    ["Meghin",192,1],
    ["Megin",324,0],
    ["Megyn",504,2],
    ["Mehgan",569,1],
    ["Mekaela",125,0],
    ["Mekaila",122,0],
    ["Mekayla",1364,3],
    ["Mekenzie",977,10],
    ["Merilee",1033,1],
    ["Merrilee",1598,0],
    ["Merrily",908,5],
    ["Miachel",11,121],
    ["Micaela",18012,35],
    ["Micaella",347,0],
    ["Micahel",5,1483],
    ["Micaila",201,0],
    ["Micayla",2357,6],
    ["Miceala",133,1],
    ["Michael",7287,3469434],
    ["Michaela",48346,143],
    ["Michaelah",186,0],
    ["Michaell",116,476],
    ["Michaella",2078,6],
    ["Michaila",290,0],
    ["Michayla",1212,3],
    ["Micheal",1162,83358],
    ["Micheala",1459,5],
    ["Mickaela",488,1],
    ["Mickayla",1584,5],
    ["Mickeal",22,396],
    ["Mickenzie",549,66],
    ["Mikael",315,4678],
    ["Mikaela",17562,34],
    ["Mikaelah",191,1],
    ["Mikaella",566,0],
    ["Mikaila",2007,10],
    ["Mikailah",156,2],
    ["Mikayla",48569,90],
    ["Mikaylah",1215,4],
    ["Mikeal",79,1571],
    ["Mikeala",375,1],
    ["Mikeila",174,2],
    ["Mikenzi",184,3],
    ["Mikenzie",856,25],
    ["Mikeyla",285,4],
    ["Mikhaela",385,0],
    ["Mikhaila",490,3],
    ["Mikhayla",319,0],
    ["Miquela",436,4],
    ["Mkayla",387,3],
    ["Mohamad",18,8248],
    ["Mohamed",105,46149],
    ["Mohammad",89,51668],
    ["Mohammed",89,47953],
    ["Muhamad",0,576],
    ["Muhamed",4,1296],
    ["Muhammad",63,33635],
    ["Muhammed",7,3991],
    ["Mychael",237,1097],
    ["Mychaela",358,0],
    ["Mychal",261,1636],
    ["Myeasha",113,0],
    ["Myeesha",112,0],
    ["Myeisha",806,3],
    ["Myesha",2598,7],
    ["Myeshia",709,5],
    ["Myiesha",499,6],
    ["Myisha",1149,1],
    ["Mykael",148,393],
    ["Mykaela",954,3],
    ["Mykaila",375,0],
    ["Mykal",313,946],
    ["Mykayla",2215,7],
    ["Mykeal",50,127],
    ["Mykel",620,2379],
    ["Mykell",252,553],
    ["Mykenzi",142,1],
    ["Mykenzie",978,7],
    ["Neesha",442,2],
    ["Neisha",1325,8],
    ["Neshia",185,0],
    ["Niccolas",2,187],
    ["Nichalas",0,224],
    ["Nichalos",2,432],
    ["Nicholas",935,710370],
    ["Nicholaus",2,2315],
    ["Nicholes",13,922],
    ["Nicholis",2,741],
    ["Nicholos",3,563],
    ["Nicholous",0,145],
    ["Nicholus",0,578],
    ["Nickalas",0,479],
    ["Nickalos",2,235],
    ["Nickalus",0,356],
    ["Nickey",400,844],
    ["Nicki",6567,277],
    ["Nickie",2796,647],
    ["Nicklous",3,264],
    ["Nickolas",52,27134],
    ["Nickolaus",1,1314],
    ["Nickoles",2,190],
    ["Nickolis",0,257],
    ["Nickolus",3,378],
    ["Nicky",2971,4027],
    ["Nicolas",291,99313],
    ["Nicolis",7,186],
    ["Niesha",1775,3],
    ["Nieshia",134,0],
    ["Niki",7909,326],
    ["Nikie",267,16],
    ["Nikki",42717,770],
    ["Nikkie",825,31],
    ["Nikkolas",0,374],
    ["Nikky",382,50],
    ["Nikolas",57,18307],
    ["Nikolis",0,148],
    ["Nikolos",0,219],
    ["Nikolus",0,157],
    ["Nisha",6473,25],
    ["Nycholas",0,174],
    ["Nykolas",1,252],
    ["Qiana",2079,8],
    ["Qianna",189,4],
    ["Quiana",3085,5],
    ["Quianna",715,3],
    ["Rachael",74999,97],
    ["Rachal",1460,8],
    ["Racheal",9360,24],
    ["Rachel",493154,572],
    ["Rachell",3178,6],
    ["Rachyl",231,0],
    ["Raechel",2099,3],
    ["Raelee",1393,7],
    ["Raeleigh",1470,10],
    ["Raeley",231,4],
    ["Rahshawn",3,95],
    ["Raichel",149,3],
    ["Railee",237,11],
    ["Railey",651,101],
    ["Raley",401,104],
    ["Rashann",21,73],
    ["Rashaun",190,2125],
    ["Rashawn",532,4323],
    ["Rashon",143,1274],
    ["Raychel",1409,9],
    ["Raylee",3412,133],
    ["Rayleigh",1725,49],
    ["Rayley",179,16],
    ["Raylie",322,12],
    ["Rease",86,142],
    ["Reece",3989,16306],
    ["Rees",170,889],
    ["Reese",33925,14904],
    ["Reiley",591,354],
    ["Reilley",220,120],
    ["Reilly",5121,4066],
    ["Reily",405,527],
    ["Reise",129,171],
    ["Rhiley",647,240],
    ["Rhylee",1510,198],
    ["Rhyleigh",400,8],
    ["Rhylie",428,30],
    ["Rhys",681,9653],
    ["Rhyse",112,195],
    ["Rieley",260,128],
    ["Rielly",281,236],
    ["Riely",310,256],
    ["Rilea",114,6],
    ["Rilee",2874,376],
    ["Rileigh",3173,87],
    ["Riley",107771,83332],
    ["Rilie",273,37],
    ["Rilley",122,118],
    ["Rily",126,101],
    ["Ryelee",215,74],
    ["Rylea",945,6],
    ["Rylee",48957,4237],
    ["Rylei",805,68],
    ["Ryleigh",23231,294],
    ["Ryley",3026,3405],
    ["Ryli",546,60],
    ["Rylie",17751,1063],
    ["Ryliegh",443,10],
    ["Scherrie",300,6],
    ["Scherry",409,3],
    ["Sean",2082,375045],
    ["Seann",67,529],
    ["Shae",5692,1436],
    ["Shaelee",428,1],
    ["Shaeleigh",175,4],
    ["Shaelin",296,3],
    ["Shaely",176,1],
    ["Shaelyn",2935,12],
    ["Shaelynn",1493,2],
    ["Shailee",529,0],
    ["Shailen",26,164],
    ["Shailey",372,0],
    ["Shaili",293,1],
    ["Shaily",322,4],
    ["Shailyn",663,3],
    ["Shailynn",316,1],
    ["Shalee",974,15],
    ["Shaleigh",357,1],
    ["Shalen",128,92],
    ["Shaley",696,11],
    ["Shalie",198,0],
    ["Shanel",2274,34],
    ["Shanele",114,3],
    ["Shanell",3688,35],
    ["Shanelle",3882,16],
    ["Shannel",1035,13],
    ["Shannell",467,3],
    ["Shannelle",234,0],
    ["Shantae",1438,27],
    ["Shantay",1027,22],
    ["Shantaye",104,1],
    ["Shante",4839,164],
    ["Shantel",8568,62],
    ["Shantele",215,0],
    ["Shantell",4217,38],
    ["Shantelle",2244,7],
    ["Sharece",201,2],
    ["Shareece",148,1],
    ["Shareese",436,0],
    ["Sharese",737,7],
    ["Sharice",1196,4],
    ["Sharilyn",1557,0],
    ["Sharilynn",176,0],
    ["Sharise",560,3],
    ["Sharisse",594,3],
    ["Shaun",2674,61744],
    ["Shaune",377,372],
    ["Shaunee",175,5],
    ["Shauni",310,7],
    ["Shaunie",171,7],
    ["Shauntae",615,35],
    ["Shauntay",390,12],
    ["Shaunte",1407,100],
    ["Shauntel",778,37],
    ["Shauntell",248,18],
    ["Shauntelle",213,0],
    ["Shawn",26670,253015],
    ["Shawne",692,334],
    ["Shawnee",3378,152],
    ["Shawney",114,19],
    ["Shawni",267,5],
    ["Shawnie",559,22],
    ["Shawntae",649,38],
    ["Shawntay",554,41],
    ["Shawnte",1090,88],
    ["Shawntel",875,45],
    ["Shawntell",408,27],
    ["Shawntelle",177,6],
    ["Shawny",187,20],
    ["Shay",9311,4581],
    ["Shaye",2047,515],
    ["Shaylan",338,117],
    ["Shaylea",287,0],
    ["Shaylee",5818,8],
    ["Shayleigh",647,4],
    ["Shaylen",512,88],
    ["Shayley",280,4],
    ["Shayli",322,0],
    ["Shaylie",565,0],
    ["Shaylin",1613,47],
    ["Shaylon",198,127],
    ["Shaylyn",1790,7],
    ["Shaylynn",1789,9],
    ["Shea",11079,7131],
    ["Shealee",237,4],
    ["Shealyn",1114,2],
    ["Shealynn",646,3],
    ["Sheilyn",139,0],
    ["Shenel",128,6],
    ["Shenell",574,3],
    ["Shenelle",504,0],
    ["Sherece",277,0],
    ["Shereece",153,3],
    ["Shereese",242,0],
    ["Sherese",807,2],
    ["Sheri",52414,45],
    ["Sherice",1325,9],
    ["Sherie",4529,0],
    ["Sherilyn",3617,4],
    ["Sherilynn",401,0],
    ["Sherise",927,4],
    ["Sherisse",223,4],
    ["Sherre",749,4],
    ["Sherri",70703,43],
    ["Sherrice",359,5],
    ["Sherrie",28242,15],
    ["Sherrilyn",627,2],
    ["Sherrilynn",260,0],
    ["Sherrise",112,2],
    ["Sherry",187269,327],
    ["Sherrye",583,0],
    ["Shery",1054,26],
    ["Sherylyn",137,2],
    ["Shey",318,241],
    ["Shinelle",111,1],
    ["Shonnie",268,26],
    ["Shontae",653,32],
    ["Shontay",462,28],
    ["Shonte",849,77],
    ["Shontel",634,35],
    ["Shontell",553,38],
    ["Shontelle",268,7],
    ["Shuntae",162,18],
    ["Shuntay",121,14],
    ["Shuntel",151,11],
    ["Sidne",131,18],
    ["Sidnee",631,15],
    ["Sidney",20567,33307],
    ["Sidni",294,3],
    ["Sidnie",346,7],
    ["Sofia",151408,246],
    ["Sofiya",2547,9],
    ["Sophia",327445,446],
    ["Sophiya",303,0],
    ["Stefanee",240,1],
    ["Stefani",6894,21],
    ["Stefanie",34947,25],
    ["Stefanny",457,3],
    ["Stefany",4984,15],
    ["Steffani",1019,0],
    ["Steffanie",2431,1],
    ["Steffany",1839,11],
    ["Stephanee",472,3],
    ["Stephaney",433,4],
    ["Stephani",5143,11],
    ["Stephanie",657151,609],
    ["Stephannie",1307,3],
    ["Stephanny",319,0],
    ["Stephany",15072,48],
    ["Stephanye",277,0],
    ["Stepheni",210,17],
    ["Stephenie",5066,11],
    ["Sydne",901,22],
    ["Sydnee",7407,42],
    ["Sydney",163613,5551],
    ["Sydni",4871,24],
    ["Sydnie",4595,11],
    ["Taelyn",1543,131],
    ["Taelynn",973,4],
    ["Taiesha",220,5],
    ["Tailyn",565,36],
    ["Tailynn",577,12],
    ["Taneesha",427,0],
    ["Taneisha",1686,3],
    ["Tanesha",4419,7],
    ["Taneshia",1027,0],
    ["Taniesha",677,0],
    ["Tanisha",16286,24],
    ["Tanishia",446,2],
    ["Tannisha",104,2],
    ["Tanysha",226,1],
    ["Taylen",906,1211],
    ["Taylin",1960,420],
    ["Taylon",181,889],
    ["Taylyn",659,60],
    ["Taylynn",840,38],
    ["Teneisha",357,2],
    ["Tenesha",1203,0],
    ["Teneshia",456,2],
    ["Tenisha",2947,3],
    ["Tenishia",150,1],
    ["Teree",116,9],
    ["Teri",38431,216],
    ["Terri",120436,738],
    ["Terrie",15522,265],
    ["Terry",77384,299571],
    ["Terrye",431,15],
    ["Tery",184,315],
    ["Tieasha",111,3],
    ["Tinesha",614,1],
    ["Tinisha",998,0],
    ["Toneisha",141,0],
    ["Tonesha",286,4],
    ["Toniesha",137,1],
    ["Tonisha",1659,5],
    ["Tonishia",110,5],
    ["Torey",1266,2204],
    ["Tori",34321,978],
    ["Torie",2458,235],
    ["Torrey",1122,3768],
    ["Torri",2675,301],
    ["Torrie",2472,470],
    ["Torry",329,1183],
    ["Tory",3833,5746],
    ["Travaughn",2,135],
    ["Travon",69,4728],
    ["Travone",1,195],
    ["Travonne",48,110],
    ["Treavon",4,219],
    ["Trevaughn",15,616],
    ["Trevaun",7,203],
    ["Trevon",71,10516],
    ["Trevone",6,223],
    ["Trevonn",0,145],
    ["Trevonne",20,228],
    ["Tunisha",275,4],
    ["Tyeasha",197,0],
    ["Tyeesha",188,0],
    ["Tyeisha",1154,3],
    ["Tyesha",3411,10],
    ["Tyeshia",850,2],
    ["Tyiesha",540,3],
    ["Tyisha",1350,4],
    ["Tyneisha",464,2],
    ["Tynesha",919,1],
    ["Tyneshia",407,3],
    ["Tyniesha",115,1],
    ["Tynisha",1260,0],
    ["Tyreak",0,114],
    ["Tyreek",0,1637],
    ["Tyreik",3,386],
    ["Tyreke",12,1132],
    ["Tyriek",0,538],
    ["Tyriq",4,1306],
    ["Tyrique",6,1440],
    ["Vickee",105,2],
    ["Vickey",4376,88],
    ["Vicki",124890,103],
    ["Vickie",84225,105],
    ["Vicky",49416,402],
    ["Viki",1777,21],
    ["Vikki",5799,15],
    ["Vikkie",117,0],
    ["Viky",233,8],
    ["Ysabel",2469,87],
    ["Ysabelle",487,3],
    ["Zacary",3,1147],
    ["Zaccary",0,196],
    ["Zacchary",0,170],
    ["Zacharey",0,355],
    ["Zachari",27,657],
    ["Zacharie",37,923],
    ["Zachary",637,434625],
    ["Zachery",35,22007],
    ["Zachory",3,640],
    ["Zackari",0,186],
    ["Zackarie",3,159],
    ["Zackary",39,23922],
    ["Zackery",34,12662],
    ["Zackory",0,398],
    ["Zakarie",29,159],
    ["Zakary",12,4456],
    ["Zakery",5,1085],
    ["Zakkary",3,917],
    ["Zakkery",0,232]
  ],
  "core_date": "2026-11-12",
  "ssa_source_block": "ssa-full.json.xz.base64",
  "ssa_series_columns": [
    "spelling",
    "sex",
    "first_year",
    "annual_published_counts"
  ],
  "ssa_series_zero_note": "A zero is a placeholder for an unpublished or suppressed year, not an observed zero count. Expand only positive cells."
}
```


### Comparison Counts {.collapse}

<div class="abstract-collapse">

All country comparison counts and all 26 surname spelling counts.

</div>

```{.json #comparison-data.json}
{
  "schema": "name-spelling-comparisons-v1",
  "sources": [
    {
      "id": "ssa",
      "population": "US",
      "url": "https://www.ssa.gov/oact/babynames/names.zip",
      "sha256": "cd78e975ed7bb358e018dd62fbe14ced89295e9581c49172ca4eedcb011b3724"
    },
    {
      "id": "ons",
      "population": "England and Wales",
      "url": "https://www.ons.gov.uk/file?uri=%2Fpeoplepopulationandcommunity%2Fbirthsdeathsandmarriages%2Flivebirths%2Fdatasets%2Fbabynamesinenglandandwalesfrom1996%2F1996to2025%2Fbabynames1996to2025.xlsx",
      "sha256": "bf7b10486ab20d0b32e4bc87385112f4555210f61e34eaac3574a0d8a658c0d4"
    },
    {
      "id": "census2010",
      "population": "US residents with published surnames in the 2010 Census",
      "url": "https://www2.census.gov/topics/genealogy/2010surnames/names.zip",
      "sha256": "117c41cb4668727b7627b2845b6df3f83eb2a22a1813f42c0ff4bdcab86de135",
      "csv_member": "Names_2010Census.csv",
      "csv_member_sha256": "6b4933178060b4e5ac8dd9a611ec15472d35eab98fe9027474bc5ccc5b7a8708"
    }
  ],
  "method": {
    "country": "Same explicit spelling dictionary within each family in both countries; exact same periods; sum both sexes; normalize within each country-family-period.",
    "publication_floors": "SSA publishes spelling-sex-year cells >=5; ONS publishes cells >=3; Census2010 surname file publishes spellings with >=100 bearers. Missing or suppressed counts are unavailable, not known zeros.",
    "pronunciation": "Assumed English readings, not observed bearer-level pronunciations. Weak-vowel mergers and the Muhammad transliteration family are explicit assumptions.",
    "provenance": "Country counts copied exactly from verified matched_us_ons.json; surname counts independently matched to the official 2010 Census file. Display capitalization does not alter source identities.",
    "original_comparison_sha256": "ac956aea29b5a5613cbac1e3c5b55414dd0137baf4a7219a4cc29747384b9164",
    "selected_ons2025_validation": "All selected spelling-sex counts agree between the historical compilation and separate 2025 tables; this check does not validate unrelated workbook entries."
  },
  "country": {
    "periods": {
      "1996-2025": [
        1996,
        2025
      ],
      "2015-2025": [
        2015,
        2025
      ],
      "2025-2025": [
        2025,
        2025
      ]
    },
    "sexes": "F+M pooled",
    "families": [
      {
        "name": "Caitlin",
        "pronunciation": "KAYT-lin",
        "variants": [
          "Caitlin",
          "Caitlyn",
          "Kaitlyn",
          "Katelyn",
          "Kaitlin",
          "Katelin",
          "Katelynn",
          "Katlyn",
          "Kaitlynn",
          "Kaytlin",
          "Caitlen",
          "Caitlynn",
          "Catelyn",
          "Kaytlyn",
          "Kaitlen",
          "Katelen",
          "Catelin",
          "Katelynne",
          "Katelyne",
          "Kaitlynne",
          "Katlynn",
          "Kaitlyne",
          "Catelynn",
          "Caytlin",
          "Kaetlyn"
        ],
        "counts": {
          "1996-2025": {
            "US": {
              "Kaitlyn": 118644,
              "Katelyn": 87614,
              "Caitlin": 43603,
              "Caitlyn": 36389,
              "Kaitlin": 24504,
              "Katelynn": 23136,
              "Kaitlynn": 12665,
              "Katlyn": 10463,
              "Katelin": 4747,
              "Caitlynn": 3937,
              "Katlynn": 2678,
              "Kaytlin": 2365,
              "Kaytlyn": 1935,
              "Catelyn": 1749,
              "Katelynne": 874,
              "Catelynn": 704,
              "Kaitlynne": 671,
              "Kaitlen": 438,
              "Kaetlyn": 436,
              "Katelyne": 361,
              "Catelin": 226,
              "Kaitlyne": 213,
              "Caitlen": 200,
              "Caytlin": 195,
              "Katelen": 144
            },
            "EW": {
              "Caitlin": 28964,
              "Caitlyn": 5333,
              "Kaitlyn": 5160,
              "Katelyn": 3221,
              "Kaitlin": 2986,
              "Katelin": 426,
              "Katelynn": 280,
              "Katlyn": 219,
              "Kaitlynn": 174,
              "Kaytlin": 140,
              "Caitlen": 111,
              "Caitlynn": 80,
              "Catelyn": 74,
              "Kaytlyn": 71,
              "Kaitlen": 50,
              "Katelen": 28,
              "Catelin": 23,
              "Katelynne": 23,
              "Katelyne": 17,
              "Kaitlynne": 14,
              "Katlynn": 10,
              "Kaitlyne": 7,
              "Catelynn": 3,
              "Caytlin": 3,
              "Kaetlyn": 3
            }
          },
          "2015-2025": {
            "US": {
              "Kaitlyn": 7996,
              "Katelyn": 6150,
              "Caitlyn": 2008,
              "Katelynn": 1781,
              "Caitlin": 1724,
              "Kaitlynn": 1154,
              "Kaitlin": 658,
              "Caitlynn": 295,
              "Katlyn": 242,
              "Catelyn": 181,
              "Kaytlyn": 156,
              "Kaytlin": 144,
              "Katelin": 105,
              "Katlynn": 79,
              "Catelynn": 74,
              "Katelynne": 32,
              "Kaetlyn": 13,
              "Kaitlynne": 13,
              "Kaitlen": 10,
              "Catelin": 6,
              "Caytlin": 5,
              "Katelyne": 5
            },
            "EW": {
              "Caitlin": 1343,
              "Caitlyn": 664,
              "Kaitlyn": 649,
              "Katelyn": 341,
              "Kaitlin": 152,
              "Katelynn": 36,
              "Kaitlynn": 35,
              "Catelyn": 19,
              "Kaytlin": 13,
              "Katelin": 12,
              "Caitlynn": 10,
              "Katlyn": 5,
              "Kaitlynne": 4
            }
          },
          "2025-2025": {
            "US": {
              "Kaitlyn": 340,
              "Katelyn": 225,
              "Caitlin": 78,
              "Caitlyn": 71,
              "Katelynn": 63,
              "Kaitlynn": 41,
              "Kaitlin": 35,
              "Katlyn": 12,
              "Caitlynn": 11,
              "Kaytlyn": 6
            },
            "EW": {
              "Caitlin": 33,
              "Caitlyn": 24,
              "Kaitlyn": 23,
              "Katelyn": 12,
              "Kaitlin": 3
            }
          }
        }
      },
      {
        "name": "Kaylee",
        "pronunciation": "KAY-lee",
        "variants": [
          "Kaylee",
          "Kayleigh",
          "Kailey",
          "Kaylie",
          "Kaleigh",
          "Kaley",
          "Kailee",
          "Caylee",
          "Kayley",
          "Kayli",
          "Caleigh",
          "Kalie",
          "Kalee",
          "Cailey",
          "Kaeli",
          "Kaylea",
          "Kaileigh",
          "Caley",
          "Kaily",
          "Cayleigh",
          "Kaylei",
          "Cailee",
          "Caylie",
          "Kaeleigh",
          "Kailie",
          "Caeli",
          "Cayley",
          "Caileigh",
          "Kaelee",
          "Kaely",
          "Kaeley",
          "Calee",
          "Kaelie",
          "Kailei",
          "Cayli",
          "Kayly",
          "Caeley"
        ],
        "counts": {
          "1996-2025": {
            "US": {
              "Kaylee": 125851,
              "Kayleigh": 28191,
              "Kailey": 23089,
              "Kaylie": 19041,
              "Kaleigh": 11892,
              "Kailee": 11066,
              "Caylee": 9142,
              "Kaley": 9104,
              "Kayley": 6968,
              "Kayli": 5500,
              "Caleigh": 5192,
              "Cailey": 3334,
              "Kalie": 3196,
              "Kaeli": 2883,
              "Kaileigh": 2328,
              "Kaylea": 2293,
              "Kalee": 2235,
              "Kaily": 2209,
              "Cayleigh": 2128,
              "Kaylei": 2008,
              "Cailee": 1556,
              "Caley": 1434,
              "Caylie": 1397,
              "Kaeleigh": 1180,
              "Caeli": 1165,
              "Caileigh": 1040,
              "Kailie": 1014,
              "Kaely": 973,
              "Cayley": 954,
              "Kaelee": 917,
              "Kaeley": 637,
              "Calee": 633,
              "Kaelie": 619,
              "Kailei": 564,
              "Caeley": 423,
              "Cayli": 377,
              "Kayly": 346
            },
            "EW": {
              "Kayleigh": 10695,
              "Kayley": 1273,
              "Kaylee": 1231,
              "Kaylie": 247,
              "Kailey": 146,
              "Kaley": 102,
              "Kaylea": 97,
              "Kaleigh": 93,
              "Caleigh": 59,
              "Cayleigh": 59,
              "Cailey": 57,
              "Caley": 47,
              "Kayli": 42,
              "Caylee": 35,
              "Kaileigh": 32,
              "Cayley": 30,
              "Kailee": 23,
              "Caileigh": 16,
              "Kalie": 10,
              "Kaylei": 10,
              "Kalee": 6,
              "Caeli": 3,
              "Kaeli": 3,
              "Kaelie": 3,
              "Kaily": 3
            }
          },
          "2015-2025": {
            "US": {
              "Kaylee": 27551,
              "Kayleigh": 7360,
              "Kailey": 3730,
              "Kaylie": 3420,
              "Caylee": 2203,
              "Kailee": 2180,
              "Kaleigh": 1435,
              "Kaeli": 1419,
              "Kaley": 1225,
              "Caleigh": 1062,
              "Kayley": 883,
              "Caeli": 745,
              "Kayli": 727,
              "Cayleigh": 614,
              "Kaily": 602,
              "Cailey": 496,
              "Kaileigh": 482,
              "Cailee": 443,
              "Kaylei": 427,
              "Kaely": 406,
              "Kalie": 371,
              "Caileigh": 285,
              "Caylie": 233,
              "Kaylea": 225,
              "Kalee": 218,
              "Kaeleigh": 204,
              "Calee": 191,
              "Caley": 131,
              "Kailei": 125,
              "Kaelee": 124,
              "Cayley": 120,
              "Kaelie": 113,
              "Kailie": 102,
              "Cayli": 76,
              "Kaeley": 50,
              "Kayly": 19
            },
            "EW": {
              "Kayleigh": 357,
              "Kaylee": 241,
              "Kayley": 56,
              "Kaylie": 36,
              "Caleigh": 24,
              "Kailey": 24,
              "Kaley": 15,
              "Kaileigh": 3,
              "Kaily": 3,
              "Kalie": 3
            }
          },
          "2025-2025": {
            "US": {
              "Kaylee": 1205,
              "Kaeli": 358,
              "Kayleigh": 340,
              "Kailey": 153,
              "Kaylie": 148,
              "Kailee": 98,
              "Caeli": 90,
              "Caylee": 84,
              "Kaleigh": 56,
              "Kaely": 47,
              "Kayley": 45,
              "Caleigh": 44,
              "Kayli": 43,
              "Kaley": 38,
              "Kaily": 35,
              "Cailee": 31,
              "Cayleigh": 27,
              "Kaileigh": 25,
              "Kalie": 21,
              "Cailey": 16,
              "Kaylei": 15,
              "Kaelie": 13,
              "Kaylea": 13,
              "Caileigh": 10,
              "Caley": 8,
              "Kaeleigh": 8,
              "Kalee": 8,
              "Cayley": 7,
              "Caylie": 7,
              "Cayli": 6,
              "Kailie": 6
            },
            "EW": {
              "Kayleigh": 18,
              "Kaylee": 14,
              "Kayley": 3
            }
          }
        }
      },
      {
        "name": "Michaela",
        "pronunciation": "mə-KAY-lə (English reading)",
        "variants": [
          "Michaela",
          "Mikayla",
          "Makayla",
          "Mikaela",
          "Micaela",
          "Michaella",
          "Mckayla",
          "Micheala",
          "Mickayla",
          "Micayla",
          "Macayla",
          "Mikaella",
          "Makaila",
          "Mikaylah",
          "Mikaila",
          "Mackayla",
          "Makaela",
          "Mickaela",
          "Mikhaila",
          "Machaela",
          "Mekayla",
          "Mikayela",
          "Mikeala",
          "Mikhaela"
        ],
        "counts": {
          "1996-2025": {
            "US": {
              "Makayla": 102388,
              "Mikayla": 49940,
              "Michaela": 35072,
              "Mikaela": 16637,
              "Mckayla": 11797,
              "Micaela": 8884,
              "Makaila": 4402,
              "Makaela": 2443,
              "Micayla": 2100,
              "Mikaila": 1956,
              "Macayla": 1913,
              "Mickayla": 1523,
              "Mikaylah": 1469,
              "Michaella": 1455,
              "Mekayla": 1393,
              "Mackayla": 1240,
              "Micheala": 870,
              "Mikaella": 623,
              "Mikhaila": 398,
              "Mickaela": 382,
              "Machaela": 335,
              "Mikhaela": 334,
              "Mikeala": 236,
              "Mikayela": 86
            },
            "EW": {
              "Michaela": 3763,
              "Mikayla": 992,
              "Makayla": 762,
              "Mikaela": 565,
              "Micaela": 239,
              "Michaella": 214,
              "Mckayla": 156,
              "Micheala": 95,
              "Mickayla": 33,
              "Micayla": 20,
              "Macayla": 19,
              "Mikaella": 13,
              "Makaila": 12,
              "Mikaylah": 10,
              "Mikaila": 9,
              "Mackayla": 7,
              "Makaela": 6,
              "Mickaela": 6,
              "Mikhaila": 4,
              "Machaela": 3,
              "Mekayla": 3,
              "Mikayela": 3,
              "Mikeala": 3,
              "Mikhaela": 3
            }
          },
          "2015-2025": {
            "US": {
              "Makayla": 12762,
              "Mikayla": 6621,
              "Michaela": 5661,
              "Mikaela": 4195,
              "Micaela": 2494,
              "Mckayla": 1479,
              "Makaila": 371,
              "Michaella": 296,
              "Makaela": 291,
              "Mikaylah": 205,
              "Mikaella": 194,
              "Mackayla": 193,
              "Mikaila": 158,
              "Micayla": 142,
              "Macayla": 140,
              "Mickayla": 137,
              "Mikhaila": 95,
              "Mekayla": 91,
              "Micheala": 80,
              "Mikhaela": 71,
              "Mickaela": 56,
              "Mikeala": 13
            },
            "EW": {
              "Michaela": 623,
              "Mikayla": 353,
              "Makayla": 243,
              "Mikaela": 199,
              "Micaela": 86,
              "Mckayla": 44,
              "Michaella": 43,
              "Mickayla": 7,
              "Mikaella": 7,
              "Mikhaila": 4,
              "Macayla": 3,
              "Micayla": 3,
              "Mikaylah": 3
            }
          },
          "2025-2025": {
            "US": {
              "Makayla": 530,
              "Mikayla": 364,
              "Michaela": 323,
              "Mikaela": 241,
              "Micaela": 174,
              "Mckayla": 50,
              "Michaella": 34,
              "Mikaella": 14,
              "Makaela": 13,
              "Makaila": 12,
              "Mackayla": 9,
              "Mickayla": 8,
              "Mikaylah": 8,
              "Mikaila": 6,
              "Micheala": 5
            },
            "EW": {
              "Michaela": 49,
              "Mikayla": 36,
              "Mikaela": 26,
              "Makayla": 22,
              "Micaela": 9,
              "Mckayla": 6,
              "Michaella": 4
            }
          }
        }
      },
      {
        "name": "Hayley",
        "pronunciation": "HAY-lee",
        "variants": [
          "Hayley",
          "Hailey",
          "Hayleigh",
          "Hailie",
          "Haley",
          "Haylie",
          "Haylee",
          "Hailee",
          "Haleigh",
          "Haylea",
          "Haileigh",
          "Hayli"
        ],
        "counts": {
          "1996-2025": {
            "US": {
              "Hailey": 165082,
              "Haley": 106854,
              "Hayley": 30795,
              "Haylee": 26662,
              "Hailee": 14468,
              "Haleigh": 11249,
              "Haylie": 8901,
              "Hailie": 6147,
              "Hayleigh": 5144,
              "Haileigh": 1687,
              "Hayli": 1395,
              "Haylea": 614
            },
            "EW": {
              "Hayley": 6051,
              "Hailey": 1116,
              "Hayleigh": 398,
              "Hailie": 284,
              "Haley": 217,
              "Haylie": 101,
              "Haylee": 79,
              "Hailee": 58,
              "Haleigh": 29,
              "Haylea": 3
            }
          },
          "2015-2025": {
            "US": {
              "Hailey": 36279,
              "Haley": 7327,
              "Hayley": 4275,
              "Haylee": 3957,
              "Hailee": 2702,
              "Hailie": 1252,
              "Haleigh": 1068,
              "Haylie": 996,
              "Hayleigh": 897,
              "Haileigh": 202,
              "Hayli": 85,
              "Haylea": 23
            },
            "EW": {
              "Hayley": 859,
              "Hailey": 762,
              "Hailie": 119,
              "Hailee": 47,
              "Hayleigh": 44,
              "Haley": 41,
              "Haylee": 23,
              "Haylie": 22
            }
          },
          "2025-2025": {
            "US": {
              "Hailey": 2561,
              "Haley": 314,
              "Hayley": 179,
              "Hailee": 163,
              "Haylee": 153,
              "Hailie": 125,
              "Haylie": 37,
              "Haleigh": 32,
              "Hayleigh": 28,
              "Haileigh": 5
            },
            "EW": {
              "Hailey": 115,
              "Hayley": 83,
              "Hailie": 24,
              "Hailee": 7,
              "Haley": 4,
              "Haylee": 3,
              "Hayleigh": 3,
              "Haylie": 3
            }
          }
        }
      },
      {
        "name": "Katherine",
        "pronunciation": "KATH-rin or KATH-ə-rin",
        "variants": [
          "Katherine",
          "Catherine",
          "Kathryn",
          "Katharine",
          "Cathryn",
          "Kathrine",
          "Catharine",
          "Katheryn",
          "Cathrine",
          "Kathryne",
          "Katharyn",
          "Katheryne"
        ],
        "counts": {
          "1996-2025": {
            "US": {
              "Katherine": 143897,
              "Catherine": 67001,
              "Kathryn": 54576,
              "Katharine": 5615,
              "Katheryn": 3035,
              "Cathryn": 2144,
              "Kathrine": 2008,
              "Kathryne": 723,
              "Catharine": 714,
              "Katheryne": 669,
              "Cathrine": 509,
              "Katharyn": 212
            },
            "EW": {
              "Katherine": 11363,
              "Catherine": 8442,
              "Kathryn": 4791,
              "Katharine": 1130,
              "Cathryn": 167,
              "Kathrine": 103,
              "Catharine": 56,
              "Katheryn": 54,
              "Cathrine": 20,
              "Kathryne": 15,
              "Katharyn": 3,
              "Katheryne": 3
            }
          },
          "2015-2025": {
            "US": {
              "Katherine": 25402,
              "Catherine": 13881,
              "Kathryn": 6700,
              "Katheryn": 594,
              "Katharine": 553,
              "Cathryn": 309,
              "Kathrine": 216,
              "Katheryne": 116,
              "Kathryne": 94,
              "Catharine": 92,
              "Cathrine": 22
            },
            "EW": {
              "Catherine": 1200,
              "Katherine": 1084,
              "Kathryn": 249,
              "Katharine": 35,
              "Cathryn": 7,
              "Catharine": 3,
              "Kathrine": 3
            }
          },
          "2025-2025": {
            "US": {
              "Katherine": 1670,
              "Catherine": 972,
              "Kathryn": 381,
              "Katheryn": 45,
              "Katharine": 27,
              "Kathrine": 15,
              "Katheryne": 9,
              "Cathryn": 8
            },
            "EW": {
              "Catherine": 66,
              "Katherine": 40,
              "Kathryn": 9
            }
          }
        }
      },
      {
        "name": "Annabel",
        "pronunciation": "AN-ə-bel",
        "variants": [
          "Annabel",
          "Annabelle",
          "Anabel",
          "Anabelle",
          "Annabell",
          "Anabell"
        ],
        "counts": {
          "1996-2025": {
            "US": {
              "Annabelle": 49643,
              "Annabel": 9268,
              "Anabelle": 8311,
              "Anabel": 5176,
              "Annabell": 3094,
              "Anabell": 1093
            },
            "EW": {
              "Annabelle": 15457,
              "Annabel": 10630,
              "Anabelle": 947,
              "Anabel": 575,
              "Annabell": 436,
              "Anabell": 51
            }
          },
          "2015-2025": {
            "US": {
              "Annabelle": 18769,
              "Annabel": 2546,
              "Anabelle": 1838,
              "Anabel": 869,
              "Annabell": 625,
              "Anabell": 159
            },
            "EW": {
              "Annabelle": 6595,
              "Annabel": 2239,
              "Anabelle": 299,
              "Anabel": 165,
              "Annabell": 119,
              "Anabell": 21
            }
          },
          "2025-2025": {
            "US": {
              "Annabelle": 891,
              "Annabel": 91,
              "Anabelle": 56,
              "Anabel": 33,
              "Annabell": 21
            },
            "EW": {
              "Annabelle": 337,
              "Annabel": 119,
              "Anabelle": 8,
              "Anabel": 6,
              "Annabell": 4
            }
          }
        }
      },
      {
        "name": "Isabel",
        "pronunciation": "IZ-ə-bel",
        "variants": [
          "Isabel",
          "Isabelle",
          "Isobel",
          "Isobelle",
          "Izabelle",
          "Isabell",
          "Izabel",
          "Izobel",
          "Ysabel",
          "Izabele",
          "Ysabelle",
          "Izabell",
          "Isobell",
          "Ysobel",
          "Izobelle",
          "Isabele"
        ],
        "counts": {
          "1996-2025": {
            "US": {
              "Isabel": 79617,
              "Isabelle": 78994,
              "Isabell": 5906,
              "Izabelle": 4569,
              "Izabel": 3699,
              "Isobel": 2391,
              "Izabell": 1294,
              "Ysabel": 874,
              "Ysabelle": 504,
              "Isabele": 175,
              "Isobelle": 96,
              "Izabele": 12,
              "Izobel": 10
            },
            "EW": {
              "Isabelle": 46977,
              "Isabel": 21166,
              "Isobel": 19895,
              "Isobelle": 2593,
              "Izabelle": 917,
              "Isabell": 673,
              "Izabel": 564,
              "Izobel": 127,
              "Ysabel": 120,
              "Izabele": 116,
              "Ysabelle": 93,
              "Izabell": 84,
              "Isobell": 83,
              "Ysobel": 41,
              "Izobelle": 32,
              "Isabele": 24
            }
          },
          "2015-2025": {
            "US": {
              "Isabelle": 26750,
              "Isabel": 21346,
              "Isabell": 1367,
              "Izabelle": 1363,
              "Isobel": 1037,
              "Izabel": 1036,
              "Izabell": 299,
              "Ysabel": 203,
              "Ysabelle": 141,
              "Isobelle": 30,
              "Isabele": 25,
              "Izabele": 5
            },
            "EW": {
              "Isabelle": 15709,
              "Isabel": 4193,
              "Isobel": 3497,
              "Isobelle": 465,
              "Izabelle": 202,
              "Isabell": 176,
              "Izabel": 152,
              "Izabele": 83,
              "Izabell": 23,
              "Isabele": 13,
              "Isobell": 4,
              "Izobel": 4,
              "Ysabelle": 3
            }
          },
          "2025-2025": {
            "US": {
              "Isabelle": 1825,
              "Isabel": 1746,
              "Isabell": 87,
              "Isobel": 79,
              "Izabelle": 69,
              "Izabel": 47,
              "Ysabel": 22,
              "Izabell": 14,
              "Ysabelle": 8,
              "Isobelle": 7
            },
            "EW": {
              "Isabelle": 814,
              "Isabel": 271,
              "Isobel": 189,
              "Isobelle": 19,
              "Isabell": 17,
              "Izabelle": 13,
              "Izabel": 10,
              "Izabele": 7
            }
          }
        }
      },
      {
        "name": "Eleanor",
        "pronunciation": "EL-ə-nor",
        "variants": [
          "Eleanor",
          "Elinor",
          "Elanor",
          "Ellenor",
          "Elleanor",
          "Eleanore",
          "Elenor",
          "Ellanor",
          "Ellinor",
          "Elenore",
          "Elinore",
          "Elanore",
          "Ellanore"
        ],
        "counts": {
          "1996-2025": {
            "US": {
              "Eleanor": 95763,
              "Elinor": 3313,
              "Eleanore": 1988,
              "Elanor": 1429,
              "Elleanor": 671,
              "Ellanor": 668,
              "Ellinor": 537,
              "Elenor": 381,
              "Elenore": 372,
              "Ellenor": 347,
              "Ellanore": 338,
              "Elinore": 295,
              "Elanore": 112
            },
            "EW": {
              "Eleanor": 41352,
              "Elinor": 1600,
              "Elanor": 329,
              "Ellenor": 293,
              "Elleanor": 196,
              "Eleanore": 149,
              "Elenor": 141,
              "Ellanor": 98,
              "Ellinor": 81,
              "Elenore": 23,
              "Elinore": 19,
              "Elanore": 4,
              "Ellanore": 3
            }
          },
          "2015-2025": {
            "US": {
              "Eleanor": 69067,
              "Elinor": 1766,
              "Eleanore": 1219,
              "Elanor": 933,
              "Elleanor": 465,
              "Ellanor": 432,
              "Ellinor": 353,
              "Elenor": 258,
              "Ellenor": 236,
              "Elenore": 229,
              "Ellanore": 220,
              "Elinore": 160,
              "Elanore": 88
            },
            "EW": {
              "Eleanor": 10048,
              "Elinor": 344,
              "Elanor": 84,
              "Eleanore": 47,
              "Elleanor": 30,
              "Ellenor": 30,
              "Elenor": 17,
              "Ellanor": 17,
              "Ellinor": 12,
              "Elenore": 11,
              "Ellanore": 3
            }
          },
          "2025-2025": {
            "US": {
              "Eleanor": 7654,
              "Eleanore": 156,
              "Elinor": 142,
              "Elanor": 127,
              "Elleanor": 48,
              "Ellanor": 42,
              "Elenor": 41,
              "Ellenor": 29,
              "Ellinor": 28,
              "Elenore": 16,
              "Elinore": 15,
              "Ellanore": 14,
              "Elanore": 6
            },
            "EW": {
              "Eleanor": 776,
              "Elinor": 27,
              "Elanor": 13,
              "Eleanore": 5,
              "Ellenor": 3
            }
          }
        }
      },
      {
        "name": "Shaun",
        "pronunciation": "SHAWN",
        "variants": [
          "Sean",
          "Shaun",
          "Shawn"
        ],
        "counts": {
          "1996-2025": {
            "US": {
              "Sean": 121532,
              "Shawn": 52048,
              "Shaun": 13924
            },
            "EW": {
              "Sean": 15067,
              "Shaun": 6311,
              "Shawn": 878
            }
          },
          "2015-2025": {
            "US": {
              "Sean": 12307,
              "Shawn": 7452,
              "Shaun": 1990
            },
            "EW": {
              "Sean": 1054,
              "Shaun": 426,
              "Shawn": 177
            }
          },
          "2025-2025": {
            "US": {
              "Sean": 623,
              "Shawn": 412,
              "Shaun": 79
            },
            "EW": {
              "Sean": 61,
              "Shawn": 21,
              "Shaun": 20
            }
          }
        }
      },
      {
        "name": "Lee",
        "pronunciation": "LEE",
        "variants": [
          "Lee",
          "Leigh"
        ],
        "counts": {
          "1996-2025": {
            "US": {
              "Lee": 13446,
              "Leigh": 2419
            },
            "EW": {
              "Lee": 7942,
              "Leigh": 1248
            }
          },
          "2015-2025": {
            "US": {
              "Lee": 4229,
              "Leigh": 571
            },
            "EW": {
              "Lee": 462,
              "Leigh": 46
            }
          },
          "2025-2025": {
            "US": {
              "Lee": 387,
              "Leigh": 31
            },
            "EW": {
              "Lee": 27
            }
          }
        }
      },
      {
        "name": "Muhammad",
        "pronunciation": "transliteration family; pronunciation varies",
        "variants": [
          "Muhammad",
          "Mohammed",
          "Mohammad",
          "Muhammed",
          "Mohamed",
          "Mohamad",
          "Muhamed",
          "Muhamad"
        ],
        "counts": {
          "1996-2025": {
            "US": {
              "Muhammad": 19498,
              "Mohamed": 16528,
              "Mohammad": 13077,
              "Mohammed": 12642,
              "Mohamad": 2608,
              "Muhammed": 2129,
              "Muhamed": 553,
              "Muhamad": 294
            },
            "EW": {
              "Muhammad": 78180,
              "Mohammed": 76028,
              "Mohammad": 26805,
              "Muhammed": 11912,
              "Mohamed": 9137,
              "Mohamad": 949,
              "Muhamed": 295,
              "Muhamad": 258
            }
          },
          "2015-2025": {
            "US": {
              "Muhammad": 12158,
              "Mohamed": 6485,
              "Mohammad": 5246,
              "Mohammed": 4913,
              "Muhammed": 879,
              "Mohamad": 790,
              "Muhamed": 180,
              "Muhamad": 122
            },
            "EW": {
              "Muhammad": 46388,
              "Mohammed": 20141,
              "Mohammad": 9478,
              "Muhammed": 4647,
              "Mohamed": 2913,
              "Mohamad": 379,
              "Muhamad": 135,
              "Muhamed": 94
            }
          },
          "2025-2025": {
            "US": {
              "Muhammad": 1473,
              "Mohamed": 568,
              "Mohammad": 529,
              "Mohammed": 486,
              "Mohamad": 73,
              "Muhammed": 67,
              "Muhamad": 10,
              "Muhamed": 10
            },
            "EW": {
              "Muhammad": 5957,
              "Mohammed": 1712,
              "Mohammad": 895,
              "Muhammed": 385,
              "Mohamed": 240,
              "Mohamad": 43,
              "Muhamad": 13,
              "Muhamed": 3
            }
          }
        }
      },
      {
        "name": "Sophie",
        "pronunciation": "SOH-fee",
        "variants": [
          "Sophie",
          "Sofie",
          "Sophy",
          "Sofi",
          "Sofy",
          "Sophee",
          "Sofee"
        ],
        "counts": {
          "1996-2025": {
            "US": {
              "Sophie": 90564,
              "Sofie": 4450,
              "Sofi": 689,
              "Sophee": 388,
              "Sophy": 314,
              "Sofee": 28,
              "Sofy": 14
            },
            "EW": {
              "Sophie": 104514,
              "Sofie": 775,
              "Sophy": 156,
              "Sofi": 86
            }
          },
          "2015-2025": {
            "US": {
              "Sophie": 36134,
              "Sofie": 1740,
              "Sofi": 316,
              "Sophy": 109,
              "Sophee": 96,
              "Sofy": 14
            },
            "EW": {
              "Sophie": 17712,
              "Sofie": 235,
              "Sofi": 27,
              "Sophy": 14
            }
          },
          "2025-2025": {
            "US": {
              "Sophie": 3984,
              "Sofie": 138,
              "Sofi": 21,
              "Sophee": 8,
              "Sofy": 7,
              "Sophy": 6
            },
            "EW": {
              "Sophie": 724,
              "Sofie": 17
            }
          }
        }
      },
      {
        "name": "Sofia",
        "pronunciation": "soh-FEE-ə",
        "variants": [
          "Sofia",
          "Sophia",
          "Sofiya",
          "Sophiya",
          "Sofiah",
          "Sophiah"
        ],
        "counts": {
          "1996-2025": {
            "US": {
              "Sophia": 391488,
              "Sofia": 176144,
              "Sofiya": 1190,
              "Sophiya": 282,
              "Sofiah": 247,
              "Sophiah": 222
            },
            "EW": {
              "Sophia": 48483,
              "Sofia": 30626,
              "Sofiya": 369,
              "Sophiya": 40,
              "Sofiah": 38
            }
          },
          "2015-2025": {
            "US": {
              "Sophia": 151314,
              "Sofia": 87503,
              "Sofiya": 624,
              "Sophiya": 113,
              "Sofiah": 91,
              "Sophiah": 73
            },
            "EW": {
              "Sophia": 23150,
              "Sofia": 17903,
              "Sofiya": 200,
              "Sofiah": 7,
              "Sophiya": 3
            }
          },
          "2025-2025": {
            "US": {
              "Sophia": 12572,
              "Sofia": 8261,
              "Sofiya": 51,
              "Sophiya": 5
            },
            "EW": {
              "Sophia": 1547,
              "Sofia": 1490,
              "Sofiya": 22
            }
          }
        }
      },
      {
        "name": "Rachel",
        "pronunciation": "RAY-chəl",
        "variants": [
          "Rachel",
          "Rachael",
          "Racheal",
          "Rachail",
          "Rachal",
          "Rachell"
        ],
        "counts": {
          "1996-2025": {
            "US": {
              "Rachel": 151037,
              "Rachael": 19497,
              "Racheal": 2113,
              "Rachell": 1213,
              "Rachal": 207
            },
            "EW": {
              "Rachel": 19140,
              "Rachael": 4708,
              "Racheal": 258,
              "Rachal": 7,
              "Rachell": 3
            }
          },
          "2015-2025": {
            "US": {
              "Rachel": 16138,
              "Rachael": 944,
              "Rachell": 280,
              "Racheal": 101
            },
            "EW": {
              "Rachel": 1506,
              "Rachael": 168,
              "Racheal": 23,
              "Rachell": 3
            }
          },
          "2025-2025": {
            "US": {
              "Rachel": 1225,
              "Rachell": 30,
              "Rachael": 26,
              "Racheal": 6
            },
            "EW": {
              "Rachel": 106,
              "Rachael": 6
            }
          }
        }
      },
      {
        "name": "Kira",
        "pronunciation": "KEER-ə",
        "variants": [
          "Kira",
          "Keira",
          "Kiera",
          "Keera",
          "Kirah",
          "Kierah",
          "Keirah"
        ],
        "counts": {
          "1996-2025": {
            "US": {
              "Keira": 32022,
              "Kira": 29568,
              "Kiera": 16982,
              "Kirah": 902,
              "Keera": 565,
              "Keirah": 414,
              "Kierah": 351
            },
            "EW": {
              "Keira": 14520,
              "Kiera": 7255,
              "Kira": 4993,
              "Keera": 128,
              "Kirah": 57,
              "Kierah": 51,
              "Keirah": 32
            }
          },
          "2015-2025": {
            "US": {
              "Kira": 8893,
              "Keira": 8486,
              "Kiera": 3296,
              "Kirah": 228,
              "Keirah": 93,
              "Keera": 84,
              "Kierah": 38
            },
            "EW": {
              "Keira": 2150,
              "Kira": 948,
              "Kiera": 769,
              "Keera": 6,
              "Keirah": 5,
              "Kirah": 5
            }
          },
          "2025-2025": {
            "US": {
              "Kira": 801,
              "Keira": 469,
              "Kiera": 219,
              "Kirah": 16,
              "Keirah": 5
            },
            "EW": {
              "Keira": 109,
              "Kira": 89,
              "Kiera": 37
            }
          }
        }
      },
      {
        "name": "Freya",
        "pronunciation": "FRAY-ə",
        "variants": [
          "Freya",
          "Freyja",
          "Freja",
          "Fraya",
          "Freyah",
          "Freia",
          "Frayah",
          "Freiya",
          "Fraiya",
          "Frea"
        ],
        "counts": {
          "1996-2025": {
            "US": {
              "Freya": 19168,
              "Freyja": 3853,
              "Freja": 556,
              "Fraya": 226,
              "Freyah": 109,
              "Frayah": 24,
              "Freia": 5,
              "Freiya": 5
            },
            "EW": {
              "Freya": 52366,
              "Freyja": 1903,
              "Freja": 818,
              "Fraya": 406,
              "Freyah": 179,
              "Freia": 64,
              "Frayah": 52,
              "Freiya": 16,
              "Fraiya": 9,
              "Frea": 7
            }
          },
          "2015-2025": {
            "US": {
              "Freya": 16962,
              "Freyja": 3381,
              "Freja": 380,
              "Fraya": 210,
              "Freyah": 103,
              "Frayah": 24,
              "Freia": 5,
              "Freiya": 5
            },
            "EW": {
              "Freya": 22523,
              "Freyja": 1235,
              "Freja": 342,
              "Freyah": 96,
              "Fraya": 90,
              "Frayah": 21,
              "Freia": 21,
              "Fraiya": 5,
              "Freiya": 3
            }
          },
          "2025-2025": {
            "US": {
              "Freya": 1746,
              "Freyja": 352,
              "Freja": 37,
              "Fraya": 12,
              "Freyah": 5
            },
            "EW": {
              "Freya": 1802,
              "Freyja": 111,
              "Freja": 38,
              "Fraya": 7
            }
          }
        }
      },
      {
        "name": "Alistair",
        "pronunciation": "AL-ə-stər (Anglicized reading)",
        "variants": [
          "Alistair",
          "Alastair",
          "Alasdair",
          "Alister",
          "Alisdair",
          "Allister",
          "Allistair"
        ],
        "counts": {
          "1996-2025": {
            "US": {
              "Alistair": 3755,
              "Alister": 1581,
              "Alastair": 1045,
              "Allister": 1020,
              "Alasdair": 502,
              "Allistair": 90
            },
            "EW": {
              "Alistair": 3600,
              "Alastair": 1660,
              "Alasdair": 858,
              "Alister": 320,
              "Alisdair": 104,
              "Allister": 81,
              "Allistair": 3
            }
          },
          "2015-2025": {
            "US": {
              "Alistair": 2597,
              "Alister": 1121,
              "Allister": 632,
              "Alastair": 602,
              "Alasdair": 288,
              "Allistair": 73
            },
            "EW": {
              "Alistair": 934,
              "Alastair": 321,
              "Alasdair": 188,
              "Alister": 68,
              "Allister": 17,
              "Alisdair": 6
            }
          },
          "2025-2025": {
            "US": {
              "Alistair": 265,
              "Alister": 97,
              "Alastair": 67,
              "Allister": 41,
              "Alasdair": 28,
              "Allistair": 6
            },
            "EW": {
              "Alistair": 75,
              "Alastair": 25,
              "Alasdair": 15,
              "Alister": 8
            }
          }
        }
      },
      {
        "name": "Finlay",
        "pronunciation": "FIN-lee",
        "variants": [
          "Finlay",
          "Finley",
          "Finnley",
          "Finnlay",
          "Fynley",
          "Fynnley",
          "Finleigh",
          "Fynlay",
          "Finnleigh",
          "Fynnlay"
        ],
        "counts": {
          "1996-2025": {
            "US": {
              "Finley": 40363,
              "Finnley": 8151,
              "Finlay": 1300,
              "Finleigh": 1090,
              "Finnleigh": 250,
              "Fynnley": 95,
              "Fynley": 74,
              "Finnlay": 17
            },
            "EW": {
              "Finley": 44373,
              "Finlay": 18403,
              "Finnley": 2809,
              "Finnlay": 403,
              "Fynley": 361,
              "Fynnley": 140,
              "Finleigh": 111,
              "Fynlay": 56,
              "Finnleigh": 3,
              "Fynnlay": 3
            }
          },
          "2015-2025": {
            "US": {
              "Finley": 28541,
              "Finnley": 6424,
              "Finleigh": 827,
              "Finlay": 677,
              "Finnleigh": 218,
              "Fynnley": 84,
              "Fynley": 42,
              "Finnlay": 12
            },
            "EW": {
              "Finley": 22155,
              "Finlay": 3781,
              "Finnley": 1417,
              "Fynley": 127,
              "Finnlay": 77,
              "Fynnley": 68,
              "Finleigh": 13,
              "Fynlay": 6
            }
          },
          "2025-2025": {
            "US": {
              "Finley": 1770,
              "Finnley": 481,
              "Finlay": 58,
              "Finleigh": 30,
              "Finnleigh": 10,
              "Fynnley": 6
            },
            "EW": {
              "Finley": 1739,
              "Finlay": 293,
              "Finnley": 79,
              "Fynnley": 5,
              "Finnlay": 4,
              "Fynley": 3
            }
          }
        }
      },
      {
        "name": "Aidan",
        "pronunciation": "AY-dən",
        "variants": [
          "Aidan",
          "Aiden",
          "Ayden",
          "Aden",
          "Aedan",
          "Aydan",
          "Aidyn",
          "Aydon",
          "Aeden",
          "Aidon",
          "Aeddan",
          "Aydenn"
        ],
        "counts": {
          "1996-2025": {
            "US": {
              "Aiden": 259397,
              "Aidan": 117656,
              "Ayden": 91547,
              "Aden": 21256,
              "Aydan": 6556,
              "Aidyn": 5063,
              "Aedan": 3847,
              "Aeden": 1166,
              "Aydenn": 717,
              "Aydon": 698,
              "Aidon": 537
            },
            "EW": {
              "Aidan": 16962,
              "Aiden": 15962,
              "Ayden": 2793,
              "Aden": 1202,
              "Aydan": 468,
              "Aedan": 455,
              "Aidyn": 36,
              "Aydon": 35,
              "Aeden": 27,
              "Aidon": 24,
              "Aeddan": 22,
              "Aydenn": 3
            }
          },
          "2015-2025": {
            "US": {
              "Aiden": 99818,
              "Ayden": 33677,
              "Aidan": 16354,
              "Aden": 5139,
              "Aydan": 1652,
              "Aidyn": 1424,
              "Aedan": 981,
              "Aeden": 281,
              "Aydenn": 201,
              "Aydon": 185,
              "Aidon": 112
            },
            "EW": {
              "Aiden": 5092,
              "Aidan": 3183,
              "Ayden": 1521,
              "Aden": 382,
              "Aydan": 230,
              "Aedan": 137,
              "Aidyn": 13,
              "Aeden": 11,
              "Aeddan": 6,
              "Aydenn": 3
            }
          },
          "2025-2025": {
            "US": {
              "Aiden": 5073,
              "Ayden": 1365,
              "Aidan": 1051,
              "Aden": 234,
              "Aydan": 85,
              "Aidyn": 47,
              "Aedan": 30,
              "Aeden": 14,
              "Aydenn": 6,
              "Aidon": 5,
              "Aydon": 5
            },
            "EW": {
              "Aiden": 298,
              "Aidan": 171,
              "Ayden": 119,
              "Aden": 34,
              "Aydan": 19,
              "Aedan": 3
            }
          }
        }
      },
      {
        "name": "Caden",
        "pronunciation": "KAY-dən",
        "variants": [
          "Caden",
          "Kayden",
          "Kaiden",
          "Kaden",
          "Caiden",
          "Cayden",
          "Kaydon",
          "Kaidan",
          "Kaydan",
          "Kaeden",
          "Kaidon",
          "Caeden",
          "Caidan",
          "Caydon",
          "Kadyn",
          "Kaidyn",
          "Caydan",
          "Kaedon",
          "Caidon",
          "Kaedyn",
          "Caedan",
          "Cadyn",
          "Kaedan",
          "Caedon",
          "Caedyn"
        ],
        "counts": {
          "1996-2025": {
            "US": {
              "Kayden": 81506,
              "Caden": 72108,
              "Kaden": 69712,
              "Kaiden": 54063,
              "Cayden": 42930,
              "Caiden": 23810,
              "Kaeden": 5236,
              "Kadyn": 4702,
              "Kaidyn": 4061,
              "Kaedyn": 2220,
              "Caeden": 2199,
              "Kaydon": 1488,
              "Cadyn": 1463,
              "Kaidan": 1206,
              "Kaydan": 867,
              "Kaedon": 668,
              "Caydon": 666,
              "Kaidon": 651,
              "Caedyn": 476,
              "Caedon": 405,
              "Caidan": 391,
              "Kaedan": 384,
              "Caydan": 289,
              "Caidon": 216,
              "Caedan": 173
            },
            "EW": {
              "Kayden": 8571,
              "Kaiden": 5873,
              "Kaden": 2366,
              "Caiden": 2226,
              "Caden": 2137,
              "Cayden": 2098,
              "Kaydon": 487,
              "Kaidan": 321,
              "Kaydan": 281,
              "Kaeden": 277,
              "Kaidon": 150,
              "Caeden": 129,
              "Caidan": 95,
              "Caydon": 76,
              "Kadyn": 69,
              "Kaidyn": 67,
              "Caydan": 42,
              "Kaedon": 31,
              "Caidon": 26,
              "Kaedyn": 24,
              "Caedan": 16,
              "Cadyn": 14,
              "Kaedan": 7,
              "Caedon": 6,
              "Caedyn": 3
            }
          },
          "2015-2025": {
            "US": {
              "Kayden": 41225,
              "Kaiden": 27200,
              "Caden": 19085,
              "Kaden": 16951,
              "Cayden": 14536,
              "Caiden": 9349,
              "Kaidyn": 1628,
              "Kaeden": 1431,
              "Kadyn": 1018,
              "Kaedyn": 755,
              "Kaydon": 511,
              "Caeden": 494,
              "Kaidan": 395,
              "Kaydan": 340,
              "Cadyn": 258,
              "Kaidon": 196,
              "Caydon": 156,
              "Kaedon": 152,
              "Caedyn": 137,
              "Caidan": 79,
              "Kaedan": 77,
              "Caydan": 67,
              "Caedon": 60,
              "Caedan": 36,
              "Caidon": 33
            },
            "EW": {
              "Kayden": 3449,
              "Kaiden": 2187,
              "Caiden": 733,
              "Cayden": 669,
              "Caden": 626,
              "Kaden": 503,
              "Kaydon": 109,
              "Kaydan": 94,
              "Kaidan": 88,
              "Kaeden": 84,
              "Caeden": 46,
              "Kaidon": 25,
              "Kaidyn": 19,
              "Caidan": 13,
              "Caydon": 12,
              "Kaedon": 6,
              "Kaedyn": 4,
              "Caedan": 3,
              "Caydan": 3
            }
          },
          "2025-2025": {
            "US": {
              "Kayden": 2735,
              "Caden": 1752,
              "Kaiden": 1488,
              "Kaden": 1040,
              "Cayden": 788,
              "Caiden": 475,
              "Kaidyn": 78,
              "Kaeden": 48,
              "Kadyn": 46,
              "Kaydon": 35,
              "Kaedyn": 34,
              "Caeden": 30,
              "Kaydan": 24,
              "Kaidan": 15,
              "Cadyn": 14,
              "Kaidon": 11,
              "Kaedon": 9,
              "Caidan": 6
            },
            "EW": {
              "Kayden": 226,
              "Kaiden": 103,
              "Caden": 46,
              "Cayden": 39,
              "Caiden": 35,
              "Kaden": 24,
              "Kaeden": 5,
              "Caeden": 4,
              "Kaidan": 3,
              "Kaydan": 3,
              "Kaydon": 3
            }
          }
        }
      },
      {
        "name": "Kaylin",
        "pronunciation": "KAY-lin / KAY-lən (weak-vowel merger)",
        "variants": [
          "Kaylin",
          "Kaylen",
          "Kailen",
          "Kaelen",
          "Caelen",
          "Kaelyn",
          "Cailen",
          "Cailyn",
          "Kailyn",
          "Kaylyn",
          "Caylen",
          "Caelyn",
          "Kaelin",
          "Caylin",
          "Caelin",
          "Kaelynn",
          "Kailin",
          "Kaylynn",
          "Kailynn",
          "Caelynn",
          "Caylyn",
          "Kaelinn"
        ],
        "counts": {
          "1996-2025": {
            "US": {
              "Kaylin": 16318,
              "Kaelyn": 14327,
              "Kailyn": 12925,
              "Kaylynn": 10181,
              "Kaylyn": 8560,
              "Kaylen": 7311,
              "Cailyn": 5103,
              "Kaelynn": 4793,
              "Kailynn": 4507,
              "Kaelin": 2787,
              "Caelyn": 2361,
              "Caylin": 2138,
              "Kailen": 1470,
              "Kailin": 1095,
              "Kaelen": 948,
              "Caylen": 883,
              "Caelin": 705,
              "Caelynn": 607,
              "Caelen": 598,
              "Cailen": 391,
              "Caylyn": 358
            },
            "EW": {
              "Kaylen": 713,
              "Kailen": 343,
              "Kaylin": 196,
              "Kaelen": 161,
              "Caelen": 155,
              "Kaelyn": 146,
              "Cailen": 115,
              "Cailyn": 87,
              "Kaelin": 63,
              "Kailyn": 62,
              "Caylen": 61,
              "Kaylyn": 61,
              "Caelyn": 55,
              "Caylin": 11,
              "Caelin": 6,
              "Kaelynn": 3,
              "Kailin": 3
            }
          },
          "2015-2025": {
            "US": {
              "Kaelyn": 2813,
              "Kaylin": 2810,
              "Kailyn": 2597,
              "Kaylynn": 2439,
              "Kaelynn": 1725,
              "Kaylen": 1667,
              "Kailynn": 1490,
              "Kaylyn": 1161,
              "Cailyn": 851,
              "Caelyn": 513,
              "Kailen": 438,
              "Kaelin": 295,
              "Caelynn": 279,
              "Caylin": 272,
              "Caylen": 249,
              "Kailin": 229,
              "Kaelen": 186,
              "Caelen": 128,
              "Caelin": 87,
              "Cailen": 62,
              "Caylyn": 28
            },
            "EW": {
              "Kaylen": 325,
              "Kailen": 141,
              "Kaelen": 71,
              "Caelen": 67,
              "Kaylin": 47,
              "Kaelyn": 36,
              "Caylen": 28,
              "Cailen": 27,
              "Cailyn": 19,
              "Caelyn": 13,
              "Kailyn": 12,
              "Kaelynn": 3,
              "Kaylyn": 3
            }
          },
          "2025-2025": {
            "US": {
              "Kaylynn": 134,
              "Kaylin": 133,
              "Kaelyn": 131,
              "Kailyn": 118,
              "Kaylen": 97,
              "Kaelynn": 79,
              "Kailynn": 78,
              "Kaylyn": 70,
              "Cailyn": 45,
              "Caelyn": 24,
              "Kailen": 23,
              "Kailin": 15,
              "Caelen": 13,
              "Caelynn": 13,
              "Caylen": 12,
              "Kaelen": 12,
              "Kaelin": 11,
              "Caylin": 8,
              "Cailen": 7,
              "Caelin": 5
            },
            "EW": {
              "Kaylen": 28,
              "Caelen": 8,
              "Kaelyn": 8,
              "Kaylin": 8,
              "Kaelen": 7,
              "Caylen": 3,
              "Kailen": 3
            }
          }
        }
      }
    ]
  },
  "surnames": {
    "year": 2010,
    "families": [
      {
        "name": "Dailey",
        "pronunciation": "DAY-lee",
        "counts": {
          "Dailey": 32719,
          "Daly": 31330,
          "Daley": 24901,
          "Daily": 11276,
          "Dayley": 774
        }
      },
      {
        "name": "McNeil",
        "pronunciation": "mək-NEEL",
        "counts": {
          "McNeil": 34368,
          "McNeal": 20778,
          "McNeill": 19152,
          "MacNeil": 3003,
          "McNiel": 2009,
          "MacNeill": 1553,
          "McNeel": 1262,
          "MacNeal": 612,
          "McNiell": 118
        }
      },
      {
        "name": "Shepherd",
        "pronunciation": "SHEP-ərd",
        "counts": {
          "Shepherd": 60479,
          "Shepard": 39430,
          "Sheppard": 36960,
          "Shephard": 6859,
          "Sheperd": 1341,
          "Shepperd": 1179,
          "Shepheard": 508,
          "Sheppeard": 251
        }
      },
      {
        "name": "Ritchie",
        "pronunciation": "RICH-ee",
        "counts": {
          "Ritchie": 29040,
          "Richey": 18296,
          "Ritchey": 8844,
          "Richie": 6812
        }
      }
    ]
  }
}
```


### Source Facts {.collapse}

<div class="abstract-collapse">

Source identities, annual totals, numeric encoding, and snapshot checks.

</div>

```{.json #source-facts.json}
{
  "schema": "name-spelling-source-facts-v1",
  "canonical_numeric_encoding": "Sort (name,sex); trim exterior zeroes and omit all-zero series; json.dumps(series,ensure_ascii=False,separators=(',',':')).encode('utf-8'); no newline.",
  "patch_schema": "[name,sex,year,earlier_count]; replacement, not difference; filter current years to <=2024 first; a zero replacement removes a published cell.",
  "patch_rows": 37099,
  "patch_changes": {
    "replaced_positive_cells": 36677,
    "net_count_change_current_to_earlier": -37954,
    "removed_current_only_cells": 375,
    "added_earlier_only_cells": 47
  },
  "current_ssa": {
    "years": [
      1880,
      2025
    ],
    "series": 117820,
    "distinct_spellings": 105966,
    "published_cells": 2181032,
    "published_births": 375362447,
    "annual_totals_columns": [
      "year",
      "F",
      "M"
    ],
    "annual_totals": [
      [
        1880,
        90994,
        110490
      ],
      [
        1881,
        91953,
        100735
      ],
      [
        1882,
        107847,
        113686
      ],
      [
        1883,
        112320,
        104625
      ],
      [
        1884,
        129019,
        114441
      ],
      [
        1885,
        133055,
        107799
      ],
      [
        1886,
        144533,
        110783
      ],
      [
        1887,
        145981,
        101410
      ],
      [
        1888,
        178622,
        120852
      ],
      [
        1889,
        178366,
        110580
      ],
      [
        1890,
        190377,
        111024
      ],
      [
        1891,
        185482,
        101191
      ],
      [
        1892,
        212339,
        122035
      ],
      [
        1893,
        212905,
        112318
      ],
      [
        1894,
        222922,
        115768
      ],
      [
        1895,
        233627,
        117393
      ],
      [
        1896,
        237918,
        119565
      ],
      [
        1897,
        234200,
        112757
      ],
      [
        1898,
        258769,
        122685
      ],
      [
        1899,
        233022,
        106211
      ],
      [
        1900,
        299784,
        150474
      ],
      [
        1901,
        239345,
        106467
      ],
      [
        1902,
        264073,
        122660
      ],
      [
        1903,
        261970,
        119230
      ],
      [
        1904,
        275362,
        128122
      ],
      [
        1905,
        291617,
        132306
      ],
      [
        1906,
        295297,
        133154
      ],
      [
        1907,
        318564,
        146826
      ],
      [
        1908,
        334312,
        154336
      ],
      [
        1909,
        347228,
        163996
      ],
      [
        1910,
        396503,
        194208
      ],
      [
        1911,
        418309,
        225970
      ],
      [
        1912,
        558119,
        429942
      ],
      [
        1913,
        624546,
        512566
      ],
      [
        1914,
        761581,
        654762
      ],
      [
        1915,
        983852,
        848575
      ],
      [
        1916,
        1044334,
        890080
      ],
      [
        1917,
        1081267,
        925482
      ],
      [
        1918,
        1157631,
        1013480
      ],
      [
        1919,
        1130117,
        980122
      ],
      [
        1920,
        1198289,
        1064356
      ],
      [
        1921,
        1233058,
        1101449
      ],
      [
        1922,
        1201003,
        1088154
      ],
      [
        1923,
        1206366,
        1096102
      ],
      [
        1924,
        1248872,
        1132742
      ],
      [
        1925,
        1217384,
        1115919
      ],
      [
        1926,
        1185401,
        1110505
      ],
      [
        1927,
        1192431,
        1126915
      ],
      [
        1928,
        1153318,
        1107613
      ],
      [
        1929,
        1116561,
        1075615
      ],
      [
        1930,
        1125927,
        1097378
      ],
      [
        1931,
        1064728,
        1039665
      ],
      [
        1932,
        1067148,
        1044157
      ],
      [
        1933,
        1007932,
        991524
      ],
      [
        1934,
        1044225,
        1032596
      ],
      [
        1935,
        1048577,
        1041351
      ],
      [
        1936,
        1040390,
        1037205
      ],
      [
        1937,
        1064033,
        1066659
      ],
      [
        1938,
        1103456,
        1109147
      ],
      [
        1939,
        1096612,
        1106852
      ],
      [
        1940,
        1143528,
        1159172
      ],
      [
        1941,
        1208119,
        1228318
      ],
      [
        1942,
        1350719,
        1381161
      ],
      [
        1943,
        1395293,
        1427297
      ],
      [
        1944,
        1327223,
        1362875
      ],
      [
        1945,
        1307090,
        1345855
      ],
      [
        1946,
        1571305,
        1624023
      ],
      [
        1947,
        1772766,
        1829599
      ],
      [
        1948,
        1697908,
        1754618
      ],
      [
        1949,
        1710877,
        1773939
      ],
      [
        1950,
        1713054,
        1790262
      ],
      [
        1951,
        1800859,
        1882837
      ],
      [
        1952,
        1854335,
        1943633
      ],
      [
        1953,
        1881301,
        1972299
      ],
      [
        1954,
        1941915,
        2038751
      ],
      [
        1955,
        1955277,
        2059889
      ],
      [
        1956,
        2007703,
        2115302
      ],
      [
        1957,
        2044851,
        2157236
      ],
      [
        1958,
        2011619,
        2122409
      ],
      [
        1959,
        2023462,
        2134518
      ],
      [
        1960,
        2021941,
        2132320
      ],
      [
        1961,
        2018495,
        2124195
      ],
      [
        1962,
        1966603,
        2068772
      ],
      [
        1963,
        1927507,
        2031078
      ],
      [
        1964,
        1894855,
        1992698
      ],
      [
        1965,
        1765164,
        1860143
      ],
      [
        1966,
        1692177,
        1783461
      ],
      [
        1967,
        1651025,
        1743811
      ],
      [
        1968,
        1640389,
        1737974
      ],
      [
        1969,
        1687016,
        1788174
      ],
      [
        1970,
        1748144,
        1858229
      ],
      [
        1971,
        1663823,
        1768447
      ],
      [
        1972,
        1521244,
        1621608
      ],
      [
        1973,
        1458209,
        1558576
      ],
      [
        1974,
        1467534,
        1572334
      ],
      [
        1975,
        1457861,
        1561357
      ],
      [
        1976,
        1465099,
        1569007
      ],
      [
        1977,
        1533146,
        1643220
      ],
      [
        1978,
        1531859,
        1641837
      ],
      [
        1979,
        1605268,
        1721536
      ],
      [
        1980,
        1660307,
        1783951
      ],
      [
        1981,
        1668060,
        1791177
      ],
      [
        1982,
        1693325,
        1814447
      ],
      [
        1983,
        1670609,
        1792564
      ],
      [
        1984,
        1683817,
        1804848
      ],
      [
        1985,
        1720828,
        1848210
      ],
      [
        1986,
        1715547,
        1841515
      ],
      [
        1987,
        1738632,
        1866984
      ],
      [
        1988,
        1780854,
        1914283
      ],
      [
        1989,
        1843552,
        2000928
      ],
      [
        1990,
        1898547,
        2054038
      ],
      [
        1991,
        1875007,
        2020328
      ],
      [
        1992,
        1843931,
        1997409
      ],
      [
        1993,
        1809072,
        1961328
      ],
      [
        1994,
        1785753,
        1932031
      ],
      [
        1995,
        1758548,
        1903701
      ],
      [
        1996,
        1753007,
        1894300
      ],
      [
        1997,
        1740710,
        1885140
      ],
      [
        1998,
        1766949,
        1911366
      ],
      [
        1999,
        1773823,
        1920150
      ],
      [
        2000,
        1816036,
        1964001
      ],
      [
        2001,
        1800624,
        1942881
      ],
      [
        2002,
        1796882,
        1941514
      ],
      [
        2003,
        1827145,
        1975349
      ],
      [
        2004,
        1836250,
        1984979
      ],
      [
        2005,
        1847842,
        1997305
      ],
      [
        2006,
        1901209,
        2055273
      ],
      [
        2007,
        1922617,
        2075414
      ],
      [
        2008,
        1890938,
        2040150
      ],
      [
        2009,
        1837114,
        1983573
      ],
      [
        2010,
        1777595,
        1918676
      ],
      [
        2011,
        1759066,
        1899252
      ],
      [
        2012,
        1761053,
        1896946
      ],
      [
        2013,
        1754746,
        1891581
      ],
      [
        2014,
        1786355,
        1920871
      ],
      [
        2015,
        1785098,
        1916743
      ],
      [
        2016,
        1772022,
        1897738
      ],
      [
        2017,
        1726461,
        1850956
      ],
      [
        2018,
        1701074,
        1816158
      ],
      [
        2019,
        1678366,
        1794216
      ],
      [
        2020,
        1616549,
        1726076
      ],
      [
        2021,
        1640861,
        1749482
      ],
      [
        2022,
        1640131,
        1746008
      ],
      [
        2023,
        1604582,
        1710576
      ],
      [
        2024,
        1620190,
        1722888
      ],
      [
        2025,
        1607267,
        1708076
      ]
    ],
    "annual_published_cells": [
      [
        1880,
        942,
        1058
      ],
      [
        1881,
        938,
        996
      ],
      [
        1882,
        1028,
        1099
      ],
      [
        1883,
        1054,
        1030
      ],
      [
        1884,
        1172,
        1125
      ],
      [
        1885,
        1197,
        1097
      ],
      [
        1886,
        1282,
        1110
      ],
      [
        1887,
        1306,
        1067
      ],
      [
        1888,
        1474,
        1177
      ],
      [
        1889,
        1479,
        1111
      ],
      [
        1890,
        1534,
        1161
      ],
      [
        1891,
        1533,
        1127
      ],
      [
        1892,
        1661,
        1260
      ],
      [
        1893,
        1652,
        1179
      ],
      [
        1894,
        1702,
        1239
      ],
      [
        1895,
        1808,
        1241
      ],
      [
        1896,
        1825,
        1266
      ],
      [
        1897,
        1799,
        1229
      ],
      [
        1898,
        1975,
        1289
      ],
      [
        1899,
        1842,
        1200
      ],
      [
        1900,
        2223,
        1506
      ],
      [
        1901,
        1943,
        1210
      ],
      [
        1902,
        2042,
        1320
      ],
      [
        1903,
        2083,
        1306
      ],
      [
        1904,
        2165,
        1395
      ],
      [
        1905,
        2234,
        1421
      ],
      [
        1906,
        2220,
        1413
      ],
      [
        1907,
        2399,
        1549
      ],
      [
        1908,
        2434,
        1584
      ],
      [
        1909,
        2548,
        1679
      ],
      [
        1910,
        2790,
        1839
      ],
      [
        1911,
        2868,
        1999
      ],
      [
        1912,
        3445,
        2905
      ],
      [
        1913,
        3707,
        3261
      ],
      [
        1914,
        4206,
        3759
      ],
      [
        1915,
        4967,
        4390
      ],
      [
        1916,
        5161,
        4535
      ],
      [
        1917,
        5310,
        4602
      ],
      [
        1918,
        5585,
        4813
      ],
      [
        1919,
        5559,
        4810
      ],
      [
        1920,
        5767,
        4989
      ],
      [
        1921,
        5871,
        4985
      ],
      [
        1922,
        5789,
        4967
      ],
      [
        1923,
        5739,
        4904
      ],
      [
        1924,
        5900,
        4970
      ],
      [
        1925,
        5771,
        4867
      ],
      [
        1926,
        5622,
        4837
      ],
      [
        1927,
        5602,
        4802
      ],
      [
        1928,
        5440,
        4723
      ],
      [
        1929,
        5277,
        4545
      ],
      [
        1930,
        5247,
        4542
      ],
      [
        1931,
        4979,
        4321
      ],
      [
        1932,
        5098,
        4284
      ],
      [
        1933,
        4858,
        4156
      ],
      [
        1934,
        4973,
        4205
      ],
      [
        1935,
        4893,
        4146
      ],
      [
        1936,
        4856,
        4037
      ],
      [
        1937,
        4930,
        4020
      ],
      [
        1938,
        4995,
        4035
      ],
      [
        1939,
        4950,
        3968
      ],
      [
        1940,
        5028,
        3937
      ],
      [
        1941,
        5085,
        4002
      ],
      [
        1942,
        5378,
        4044
      ],
      [
        1943,
        5367,
        4040
      ],
      [
        1944,
        5243,
        3909
      ],
      [
        1945,
        5242,
        3783
      ],
      [
        1946,
        5686,
        4018
      ],
      [
        1947,
        6104,
        4266
      ],
      [
        1948,
        6040,
        4199
      ],
      [
        1949,
        6066,
        4205
      ],
      [
        1950,
        6109,
        4196
      ],
      [
        1951,
        6213,
        4253
      ],
      [
        1952,
        6389,
        4257
      ],
      [
        1953,
        6497,
        4341
      ],
      [
        1954,
        6625,
        4360
      ],
      [
        1955,
        6732,
        4400
      ],
      [
        1956,
        6891,
        4455
      ],
      [
        1957,
        7015,
        4552
      ],
      [
        1958,
        7030,
        4502
      ],
      [
        1959,
        7202,
        4572
      ],
      [
        1960,
        7332,
        4598
      ],
      [
        1961,
        7527,
        4657
      ],
      [
        1962,
        7584,
        4631
      ],
      [
        1963,
        7661,
        4621
      ],
      [
        1964,
        7806,
        4594
      ],
      [
        1965,
        7535,
        4425
      ],
      [
        1966,
        7624,
        4540
      ],
      [
        1967,
        7852,
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        1990,
        15233,
        9490
      ],
      [
        1991,
        15466,
        9648
      ],
      [
        1992,
        15610,
        9820
      ],
      [
        1993,
        15800,
        10170
      ],
      [
        1994,
        15759,
        10243
      ],
      [
        1995,
        15753,
        10330
      ],
      [
        1996,
        15894,
        10534
      ],
      [
        1997,
        16162,
        10814
      ],
      [
        1998,
        16600,
        11311
      ],
      [
        1999,
        16947,
        11613
      ],
      [
        2000,
        17659,
        12118
      ],
      [
        2001,
        17977,
        12305
      ],
      [
        2002,
        18085,
        12488
      ],
      [
        2003,
        18438,
        12761
      ],
      [
        2004,
        18833,
        13228
      ],
      [
        2005,
        19196,
        13370
      ],
      [
        2006,
        20062,
        14045
      ],
      [
        2007,
        20582,
        14394
      ],
      [
        2008,
        20479,
        14623
      ],
      [
        2009,
        20198,
        14537
      ],
      [
        2010,
        19837,
        14268
      ],
      [
        2011,
        19588,
        14360
      ],
      [
        2012,
        19529,
        14249
      ],
      [
        2013,
        19276,
        14067
      ],
      [
        2014,
        19230,
        14078
      ],
      [
        2015,
        19128,
        14058
      ],
      [
        2016,
        18879,
        14204
      ],
      [
        2017,
        18442,
        14258
      ],
      [
        2018,
        18148,
        14109
      ],
      [
        2019,
        18013,
        14123
      ],
      [
        2020,
        17517,
        14054
      ],
      [
        2021,
        17666,
        14090
      ],
      [
        2022,
        17750,
        14322
      ],
      [
        2023,
        17597,
        14206
      ],
      [
        2024,
        17661,
        14243
      ]
    ],
    "source_zip_sha256": "3484b5e6c390c1f8264fe7b906d0d47baea570d6af1858f91921ef3c96907061",
    "canonical_numeric_sha256": "3e06505a8401b1a8cdd66f8bc420716fa683ce20fa23ae7b9f52cecd9f3f9a3f",
    "every_reconstructed_published_cell_matches_source_zip": true,
    "all_145_reconstructed_annual_totals_match_source_zip": true
  },
  "census2020": {
    "schema": "{ALL:{name:count},M:{name:count},F:{name:count}}",
    "stored_spelling_keys": {
      "ALL": 53615,
      "M": 53615,
      "F": 53615
    }
  },
  "ons": {
    "schema": "{F:{name:{year:count}},M:{name:{year:count}}}",
    "scope": "Full historical-compilation extracts, England and Wales 1996-2025; published counts only.",
    "stored_spelling_keys": {
      "F": 24006,
      "M": 18080
    },
    "stored_spelling_sex_year_cells": 363698
  },
  "census2010_surnames": {
    "schema": "{UPPERCASE_SURNAME: integer_count}",
    "year": 2010,
    "source_url": "https://www2.census.gov/topics/genealogy/2010surnames/names.zip",
    "source_zip_sha256": "117c41cb4668727b7627b2845b6df3f83eb2a22a1813f42c0ff4bdcab86de135",
    "source_csv_member": "Names_2010Census.csv",
    "source_csv_sha256": "6b4933178060b4e5ac8dd9a611ec15472d35eab98fe9027474bc5ccc5b7a8708",
    "canonical_numeric_sha256": "e066d8c92837e366a46f6be1a003d314d9a369ba8b27d3ab0fec3aedf33ec2f9",
    "published_spellings": 162253,
    "published_bearers": 265667228,
    "minimum_published_count": 100,
    "scope": "All 162,253 published individual surnames; ALL OTHER NAMES aggregate excluded; original uppercase keys; alphabetically sorted compact UTF-8 JSON with no trailing newline."
  }
}
```


### Complete Numerical Matrix {.collapse}

<div class="abstract-collapse">

All 3,105 family–period–sex rows and all numerical fields at full output precision.

</div>

```{.csv #all-results.csv}
family,period,sex,births,distinct,variants_ge100,entropy_bits,effective,simpson_effective,guess_error,modal,modal_share,burden,expected_guesses,expected_distinct_100_without_replacement,expected_distinct_100,effective_given_sex,guess_error_given_sex,burden_given_sex,expected_guesses_given_sex,effective_ge100,guess_error_ge100,births_ge100,common_mass
Kaylin,1880-2025,ALL,163327,55,45,4.61474870701308,24.50065998273733,17.461527514555655,0.8779503695041236,Kaylin,0.12204963049587637,143393,9.644473969398813,27.843683354022154,27.84079750760761,19.075159000712596,0.8534473785718222,139391,7.610933893355049,24.28886270880652,0.877786497290139,163108,0.9986591316806162
Shaelyn,1880-2025,ALL,17436,28,15,3.5644941784158823,11.830951311036825,9.113621384360851,0.7996100022941042,Shaelyn,0.20038999770589586,13942,4.914200504702913,15.726751095795743,15.715777035977835,11.258293814846262,0.7946203257627896,13855,4.728435420968112,10.540425555651844,0.7942406218715035,16981,0.9739045652672631
Shante,1880-2025,ALL,24062,26,19,3.6450621437612587,12.510453163380452,8.534769917293874,0.7493973900756379,Shante,0.25060260992436206,18032,5.379852048873743,17.245944007324834,17.23927856904938,12.367393750883547,0.7493973900756379,18032,5.347103316432549,12.052816329940567,0.7475297270139005,23884,0.9926024436871416
Charisse,1880-2025,ALL,26191,44,26,4.058319309322092,16.66003249252776,10.533832007788268,0.79779313504639,Charisse,0.20220686495361,20895,6.919781604367913,22.398056595617255,22.3850115386457,16.66003249252776,0.7977931350463899,20895,6.919781604367913,15.021959566157438,0.793181551919397,25607,0.9777022641365355
Kamiyah,1880-2025,ALL,1374,9,4,2.3761855038420303,5.191622571277914,4.517314318529863,0.7023289665211063,Kamaiyah,0.29767103347889373,965,2.583697234352256,7.427889423064648,7.378381858023831,5.191622571277914,0.7023289665211062,965,2.583697234352256,3.920343431115532,0.675654242664552,1261,0.9177583697234353
Kayson,1880-2025,ALL,98640,46,27,3.8001846167106454,13.930591548457377,10.34936267756502,0.8429947283049473,Kayson,0.1570052716950527,83153,5.708769261962693,18.22119167499459,18.218305801063085,13.698577150904232,0.8414841849148419,83004,5.629511354420114,13.276665341448307,0.8417061030080644,97837,0.9918592862935929
Kaliyah,1880-2025,ALL,19803,15,13,1.9376795178641308,3.830889779569544,2.224655986647939,0.3460081805787002,Kaliyah,0.6539918194212998,6852,2.165580972579912,9.940228882666808,9.932219174433744,3.830478984232605,0.3460081805787002,6852,2.165580972579912,3.7531832014951765,0.34375475044337467,19735,0.9965661768418926
Daylen,1880-2025,ALL,24516,26,20,3.569570927394009,11.872656987434022,9.000051212014686,0.8233806493718387,Daylen,0.1766193506281612,20186,5.01545929189101,16.643803738464896,16.63399155178358,8.726607020906588,0.756689508892152,18551,3.8390438897046826,11.441222881859584,0.8219938335046248,24325,0.9922091695219448
Denisha,1880-2025,ALL,16226,43,22,3.9052706020199595,14.983166043316672,8.577691941045021,0.7346234438555406,Denisha,0.2653765561444595,11920,6.479354123012449,22.33271839258968,22.308744999103876,14.983166043316672,0.7346234438555405,11920,6.479354123012449,12.462121585432614,0.7225336684064695,15519,0.956427955133736
Shani,1880-2025,ALL,5680,11,6,1.6459564238316715,3.129552598326663,1.9247705749886976,0.29066901408450707,Shawnee,0.7093309859154929,1651,1.8672535211267605,8.111142267765223,8.09744262869472,3.1066388753614254,0.290669014084507,1651,1.8672535211267605,2.6240234238259066,0.26141154903758024,5455,0.960387323943662
Jaylen,1880-2025,ALL,202314,58,34,3.6604735276257947,12.644810643380008,8.081544253682122,0.7728728609982503,Jaylen,0.22712713900174974,156363,5.349278843777494,18.366480593762233,18.365065764383427,8.947633443087016,0.7276263629803177,147209,4.284903664600572,12.317188876937267,0.7720005954153022,201540,0.996174263768202
Janiece,1880-2025,ALL,10673,22,9,2.9449662965828223,7.700575646264598,5.372092567013728,0.7009275742527874,Janiece,0.2990724257472126,7481,3.4206877166682284,12.528543149336167,12.511869047601492,7.700575646264598,0.7009275742527874,7481,3.4206877166682284,6.147295865968796,0.6848341232227488,10128,0.9489365689122083
Makiyah,1880-2025,ALL,1826,9,6,2.655058180868238,6.298717821524321,5.458348748809052,0.712486308871851,Makaiya,0.28751369112814895,1301,2.986856516976999,7.785539938678069,7.768572923972089,5.811750458807449,0.6894852135815991,1259,2.839539978094195,5.370657067960666,0.6942341292952825,1717,0.9403066812705367
Keshawn,1880-2025,ALL,18823,21,13,2.9374422184295903,7.660519426964923,5.20923679506637,0.661531105562344,Keshawn,0.33846889443765604,12452,3.388567178451894,12.78235797773703,12.773444537844894,7.558930041048437,0.661531105562344,12452,3.379004409499017,7.0796913564210335,0.6562533721808568,18534,0.9846464431812145
Kian,1880-2025,ALL,17763,4,3,0.9075574299098986,1.8758668521626234,1.5907518573277386,0.2361650622079604,Kian,0.7638349377920396,4195,1.2617238079153297,2.9712148800546396,2.9704775917644404,1.8754770982100812,0.23616506220796038,4195,1.2617238079153297,1.8675873905299822,0.23573480538500535,17753,0.9994370320328774
Kiana,1880-2025,ALL,57947,31,21,2.8441445695875247,7.1807999429007285,3.9617877204842435,0.5390097848033548,Kiana,0.46099021519664524,31234,3.45660689940808,14.14052347526986,14.136609059819419,7.178976462424952,0.5390097848033548,31234,3.45660689940808,6.929591526042935,0.536425794807719,57624,0.9944259409460369
Caitlin,1880-2025,ALL,634363,57,41,3.096108216227463,8.551089320900953,6.0680427507243655,0.736868323026406,Kaitlyn,0.26313167697359396,467442,3.7721493845006724,13.294449856118623,13.294095057905654,8.545866581912643,0.7367879274169521,467391,3.770883547747898,8.481884795547385,0.7366079881843544,633736,0.9990116069190669
Michaela,1880-2025,ALL,311955,99,53,3.1904731001247972,9.129102924768674,5.197539487097338,0.6532095975381065,Makayla,0.3467904024618935,203772,4.630161401484188,16.746248230599075,16.744939641951774,9.126120323795934,0.6532095975381065,203772,4.629940215736244,8.844027069106094,0.6517617444263466,310658,0.995842349056755
Kaylee,1880-2025,ALL,354747,67,54,3.6123229161217694,12.229749224987778,5.421656823200816,0.6036583818890646,Kaylee,0.3963416181109354,214146,6.068761680859881,21.987687833387408,21.98636181046566,12.171324397958557,0.6033764908512264,214046,6.042452790298438,12.120313254969753,0.6031818605163115,354321,0.9987991441788091
Carly,1880-2025,ALL,191204,19,19,3.214409184128837,9.281829419996564,6.147995587608539,0.651544946758436,Carly,0.348455053241564,124578,4.342393464571871,13.040317018024501,13.039929852871,9.14734586073672,0.645624568523671,123446,4.328010920273634,9.281829419996564,0.651544946758436,191204,1.0
Hailey,1880-2025,ALL,498784,26,25,2.554019319647312,5.872681186792285,3.947218847208916,0.6356940078270353,Hailey,0.36430599217296467,317074,2.803454000128312,11.40393906303679,11.403576772184005,5.867587188288433,0.6345712773465068,316514,2.802325255020209,5.868156234052976,0.6356611373884937,498739,0.9999097805863861
Christy,1880-2025,ALL,371969,29,19,2.7221797490367705,6.598690485261388,5.49597916920614,0.7297194121015461,Christy,0.2702805878984539,271433,3.046899069546118,8.98999038342993,8.989728235819069,6.5696376446144304,0.7297194121015461,271433,3.042635273369555,6.543751649010203,0.7294415574280048,371587,0.9989730326989614
Taylin,1880-2025,ALL,17472,16,12,3.119460758558123,8.690629964275514,7.3439997436451,0.7898351648351648,Taylin,0.21016483516483517,13800,3.8749427655677655,10.807414525162477,10.803528143287961,6.8436255259410705,0.7178342490842491,12542,3.301625457875458,8.544586044252707,0.7892320055102744,17422,0.9971382783882784
Cambrie,1880-2025,ALL,11540,12,11,3.0353276568102108,8.198316328486266,7.0681585855572875,0.7927209705372618,Cambrie,0.2072790294627383,9148,3.716724436741768,10.266369795129904,10.260160734192716,8.198316328486266,0.7927209705372616,9148,3.716724436741768,8.033533091720614,0.7917283413147584,11485,0.9952339688041595
Maylin,1880-2025,ALL,11148,10,8,2.5503310962572927,5.857686959536518,4.7777377960340575,0.7189630426982418,Maylin,0.28103695730175815,8015,2.7813957660566917,8.53432303125084,8.530003087980326,5.147941236720664,0.6892716182274847,7684,2.567725152493721,5.6292606930195825,0.7164962446837391,11051,0.9912988876928597
Braylen,1880-2025,ALL,70111,21,21,2.97357423938091,7.854798352994896,5.827365580363117,0.7295859422915092,Braylon,0.2704140577084908,51152,3.4951006261499624,12.655164104772105,12.652326153101304,5.000386421196443,0.5754161258575687,40343,2.5624937598950237,7.854798352994896,0.7295859422915092,70111,1.0
Raylee,1880-2025,ALL,15961,18,16,2.9684285306054523,7.8268322837464765,5.465598070300459,0.6785289142284319,Raylee,0.3214710857715682,10830,3.497149301422217,13.220576136027743,13.209140408687567,7.73651415197129,0.6782783033644508,10826,3.4779149176116784,7.716151222076973,0.6777010050251256,15920,0.9974312386441953
Chantel,1880-2025,ALL,49730,20,20,3.053201688009442,8.300519819730267,5.807200402517998,0.6984315302634225,Chantel,0.3015684697365775,34733,3.6352101347275285,13.571902841797835,13.567640184489067,8.283919812998228,0.6974663181178363,34685,3.6309471144178564,8.300519819730267,0.6984315302634225,49730,1.0
Jaycee,1880-2025,ALL,44434,17,13,2.968024970602811,7.82464321770185,6.168118670535517,0.7139127695008327,Jaycee,0.2860872304991673,31722,3.481860737273259,10.68236335930748,10.68046404874613,7.519924521630157,0.7139127695008327,31722,3.4228743754782376,7.708559279432104,0.7132027795325331,44324,0.997524418238286
Lakeisha,1880-2025,ALL,35456,15,15,2.454593550515761,5.481586678702918,3.7630581246864105,0.6365636281588447,Lakeisha,0.36343637184115524,22570,2.6772619584837543,10.534879537470637,10.531175439499465,5.4781630091576,0.6365636281588448,22570,2.677261958483755,5.481586678702918,0.6365636281588447,35456,1.0
Deshawn,1880-2025,ALL,47637,15,14,2.8023294823362073,6.975658833631697,4.935222150361024,0.6377395721812876,Deshawn,0.36226042781871237,30380,3.123685370615278,11.152448466477242,11.149982804315984,6.903188541370127,0.6377395721812876,30380,3.1101874593278334,6.956523716933827,0.637595027090596,47618,0.9996011503663119
Jerrell,1880-2025,ALL,26205,18,14,3.0968281511952642,8.555357558012174,6.532316440380326,0.7215035298607135,Jerrell,0.2784964701392864,18907,3.7033772180881512,12.224219976745761,12.218869668818149,8.526940146083621,0.7215035298607136,18907,3.696928067162755,8.200117864076056,0.7190591677252954,25977,0.99129937034917
Annalise,1880-2025,ALL,40204,20,20,2.6923489232927573,6.46364929902197,4.14591807179965,0.5730524325937718,Annalise,0.42694756740622825,23039,3.0454681126256093,12.082989405641701,12.077747164683098,6.46364929902197,0.5730524325937718,23039,3.0454681126256093,6.46364929902197,0.5730524325937718,40204,1.0
Aaliyah,1880-2025,ALL,231510,39,39,2.678085122771216,6.400058635678378,3.529171300971528,0.5245259384043885,Aaliyah,0.4754740615956114,121433,3.4020733445639495,14.158080314821973,14.156672594184665,6.398510208253211,0.5245259384043885,121433,3.40207334456395,6.400058635678378,0.5245259384043885,231510,1.0
Riley,1880-2025,ALL,420951,58,29,2.099627250915951,4.285986336887399,2.5821673449267006,0.41326900280555223,Riley,0.5867309971944478,173966,2.328385013932738,9.95775352855728,9.957287377520752,3.8843568581205474,0.4132690028055522,173966,2.262676653577257,4.19894289716784,0.41186065727967847,419943,0.9976054220087374
Jayden,1880-2025,ALL,495724,75,37,2.3258874177273476,5.013740813792789,2.804624647571602,0.44311754121244884,Jayden,0.5568824587875512,219664,2.7710984338059084,12.42527180494726,12.424727617421505,4.667684889123513,0.44311754121244884,219664,2.6241013144411003,4.947898860614047,0.44230528361501564,495002,0.9985435443916373
Kayden,1880-2025,ALL,391902,85,48,3.2710837915544473,9.65371202791755,6.8298184955939485,0.7914861368403325,Kayden,0.20851386315966747,310185,4.5598695592265415,14.693403411819556,14.692567195981853,9.37390688253855,0.7914861368403325,310185,4.487979137641553,9.417808939417457,0.7908194740600993,390653,0.9968129787548928
Mackenzie,1880-2025,ALL,281684,27,27,1.9614311114468022,3.894481085955091,2.752802380990925,0.4705592081907386,Mackenzie,0.5294407918092614,132549,2.1810290964343024,8.545639190769757,8.54488674641931,3.866721075769439,0.47055920819073854,132549,2.1766128001590435,3.894481085955091,0.4705592081907386,281684,1.0
Brittany,1880-2025,ALL,542350,42,42,1.9054139881241834,3.7461638148351555,2.1123323239790848,0.33299345441135797,Brittany,0.667006545588642,180599,2.3768157094127407,10.961058233229958,10.96054799075906,3.745220419872886,0.33299345441135797,180599,2.376804646446022,3.7461638148351555,0.33299345441135797,542350,1.0
Sherry,1880-2025,ALL,426737,12,12,1.9061720271605103,3.7481326887162565,2.7879260443605958,0.4588868553699351,Sherry,0.5411131446300649,195824,1.93866948495209,6.559241401406072,6.559047899496065,3.746399624146403,0.4588868553699351,195824,1.9386694849520902,3.7481326887162565,0.4588868553699351,426737,1.0
Kira,1880-2025,ALL,109036,14,14,2.183311915594758,4.541950287600934,3.573619959214022,0.625298066693569,Kira,0.3747019333064309,68180,2.276881030118493,8.196878570776695,8.195715352699454,4.5413941781144835,0.6252980666935691,68180,2.276770974723944,4.541950287600934,0.625298066693569,109036,1.0
Katherine,1880-2025,ALL,1907454,21,18,2.020674958613985,4.0577358692686305,3.351458595318888,0.6489503809790433,Catherine,0.3510496190209567,1237843,2.2016436569374673,7.3350471840783085,7.334974433834015,4.057088076740467,0.6489493324609663,1237841,2.2016426084193905,4.0551784479478865,0.6489282946772825,1907334,0.9999370889153815
Kristen,1880-2025,ALL,458561,18,14,1.7704890432546305,3.411695864172962,2.562173449650113,0.5181622510418461,Kristen,0.4818377489581539,237609,1.9402042476355381,7.92669805250539,7.926411910895938,3.3692114427974675,0.5181622510418461,237609,1.9364948174833883,3.4037762682335733,0.5180382293982022,458443,0.9997426732757474
Carrie,1880-2025,ALL,589847,18,16,2.5900839354698464,6.021337298655615,3.890919317772276,0.546424750825214,Carrie,0.453575249174786,322307,2.8475146944885705,10.582709956199816,10.582518668203814,4.754447014718113,0.4637270342987249,273528,2.426824244253171,6.015595182196863,0.5463755313394927,589783,0.9998914972865844
Megan,1880-2025,ALL,614818,20,20,1.412427646774032,2.661846995654461,1.8347256852834275,0.2824396813365907,Megan,0.7175603186634093,173649,1.572024566619715,6.349263333745966,6.349102579695639,2.661541065116588,0.28243968133659064,173649,1.5720245666197152,2.661846995654461,0.2824396813365907,614818,1.0
Jocelyn,1880-2025,ALL,171873,23,23,2.0310735058474347,4.087088564230642,2.20209997703807,0.34014068527342867,Jocelyn,0.6598593147265713,58461,2.418844146550069,11.65627624722596,11.654996479414665,4.084510492942406,0.3401406852734286,58461,2.4182157756017526,4.087088564230642,0.34014068527342867,171873,1.0
Madelyn,1880-2025,ALL,215372,21,21,2.35591967573961,5.119204627868944,3.0594446100200208,0.4611184369370206,Madelyn,0.5388815630629794,99312,2.608180264844084,10.464969976850432,10.464180483010896,5.118469788123854,0.4611184369370206,99312,2.608180264844084,5.119204627868944,0.4611184369370206,215372,1.0
Adalyn,1880-2025,ALL,137122,22,22,3.059061074507803,8.334300245721412,6.112610937796748,0.7505141406922302,Adalynn,0.24948585930776973,102912,3.6431280173859775,13.153876385522128,13.152555388874426,8.333319519827294,0.7504703840375724,102906,3.6429311124400168,8.334300245721412,0.7505141406922302,137122,1.0
Crystal,1880-2025,ALL,469174,23,23,1.5239006100122694,2.875674948188099,1.8743509314404885,0.2896068409587914,Crystal,0.7103931590412086,135876,1.7223162408829134,7.563968673613081,7.5637192681615675,2.8747810891391206,0.2896068409587914,135876,1.7222331160720756,2.875674948188099,0.2896068409587914,469174,1.0
Kelsey,1880-2025,ALL,209137,17,17,1.5546530832090162,2.9376307860069795,1.761339805879205,0.2553302380736072,Kelsey,0.7446697619263928,53399,1.8448815847984814,9.049140830894475,9.048375338526107,2.91258323022076,0.2553302380736073,53399,1.8262335215672023,2.9376307860069795,0.2553302380736072,209137,1.0
Casey,1880-2025,ALL,295979,19,17,1.813136817746119,3.5140551119884935,2.1585454551464,0.3419296639288598,Casey,0.6580703360711402,101204,1.9661766544248072,8.933476256515734,8.93300453329564,3.1272370030208125,0.3419296639288598,101204,1.9597066008061383,3.5046872848871633,0.34171615131656774,295883,0.9996756526645472
Aidan,1880-2025,ALL,540556,36,36,2.252861566125201,4.766272928395851,3.1998848741564307,0.5191765515506257,Aiden,0.48082344844937436,280644,2.494866396821051,10.10531160503179,10.10489829386604,4.738185086527805,0.518103582237548,280064,2.483269078504355,4.766272928395851,0.5191765515506257,540556,1.0
Muhammad,1880-2025,ALL,81926,8,8,2.378754037195012,5.200873821819074,4.673177734831083,0.7319288138075825,Muhammad,0.26807118619241754,59964,2.659778336547616,6.801963826566265,6.801481361238548,5.199882607926436,0.7318067524351244,59954,2.6595342138027,5.200873821819074,0.7319288138075825,81926,1.0
Alistair,1880-2025,ALL,9303,8,7,2.2596763324168396,4.788840325105275,3.7219001317027285,0.5605718585402558,Alistair,0.4394281414597442,5215,2.3552617435235943,7.2548736921055985,7.24949377283938,4.782124160228323,0.5599269052993658,5209,2.353326883800924,4.602304551113931,0.5562791707370021,9213,0.9903257013866494
Kane,1880-2025,ALL,39931,10,8,2.2112397407633986,4.630730318574315,3.3330637821578324,0.5102301470035812,Kane,0.48976985299641884,20374,2.2972377350930353,7.39889861727857,7.397785273744013,4.626442251588954,0.5102301470035812,20374,2.296110791114673,4.589220808109546,0.5095546193198917,39876,0.9986226240264456
Reese,1880-2025,ALL,108387,7,7,1.4707079418371574,2.7715786380874525,2.3022924290666604,0.4060081006024707,Reese,0.5939918993975293,44006,1.592469576609741,4.245557266819432,4.245150088581142,2.341881658133004,0.3842158192403148,41644,1.5704650926771662,2.7715786380874525,0.4060081006024707,108387,1.0
Shay,1880-2025,ALL,45190,5,5,1.7645723049576105,3.3977325703422263,2.966707339034101,0.5330382828059306,Shea,0.4669617171940695,24088,1.8486169506527992,4.463012393197465,4.462634015030586,3.3519131503650232,0.5330382828059305,24088,1.8486169506527992,3.3977325703422263,0.5330382828059306,45190,1.0
Blaze,1880-2025,ALL,23151,7,5,1.8117895829232724,3.510775106533776,2.9226747428942135,0.5829121852187811,Blaise,0.417087814781219,13495,1.9095071487192778,5.290584823480049,5.289694387416227,3.4921853146191277,0.5829121852187811,13495,1.9095071487192778,3.4361145343474075,0.5813751842538801,23066,0.9963284523346724
Darryl,1880-2025,ALL,365631,14,11,2.0410746719728006,4.115519839884368,3.331752097909388,0.5597966255596489,Darrell,0.44020337444035107,204679,2.0808082465655264,6.600387490481186,6.600148889744315,4.072705574447416,0.5509543775008137,201446,2.0621801761885616,4.1025231157548605,0.5596328267144557,365495,0.9996280402919884
Tory,1880-2025,ALL,71687,8,8,2.1973140773879676,4.586247068739573,3.0489486300204143,0.46506340061656926,Tori,0.5349365993834307,33339,2.3701926430175626,7.880460126304787,7.880210429858428,3.538836456893082,0.3844909118808152,27563,2.026643603442744,4.586247068739573,0.46506340061656926,71687,1.0
Jeri,1880-2025,ALL,713677,10,10,0.7976637674329666,1.7382839508466943,1.2692022919804022,0.11386243356588488,Jerry,0.8861375664341151,81261,1.3113943702823545,5.857144030650028,5.857014049994584,1.3939481786671786,0.1064038773843069,75938,1.2636486814062944,1.7382839508466943,0.11386243356588488,713677,1.0
Terri,1880-2025,ALL,733421,7,6,1.2110853707041245,2.315117425757139,1.8178020514572208,0.28897863573581883,Terry,0.7110213642641812,211943,1.4070008903481084,4.025566294969018,4.025547666931969,1.6700381212356954,0.22195301198084047,162785,1.3396275808846487,2.314174822798505,0.28895052032201063,733392,0.9999604592723688
Shawn,1880-2025,ALL,842353,6,6,1.362512451297765,2.5713258584189016,2.343791376018697,0.49355436497525385,Sean,0.5064456350247462,415747,1.5891354337195926,3.285261494809865,3.2852455785506187,2.5067386312760864,0.4578377473576992,385661,1.5530199334483286,2.5713258584189016,0.49355436497525385,842353,1.0
Lindsey,1880-2025,ALL,349340,41,28,1.9458865618400576,3.8527446254004376,2.6527834430734565,0.5268620827846797,Lindsey,0.47313791721532034,184054,2.3100103051468484,9.649247637169703,9.648579178894732,3.8201697633682157,0.5268620827846797,184054,2.287774088280758,3.798715579579277,0.5260643666559619,348752,0.9983168260147707
Bailey,1880-2025,ALL,192350,18,16,1.7293467722371179,3.315776516139792,2.010527236474974,0.3109227969846634,Bailey,0.6890772030153366,59806,1.9346659734858331,9.050766126773071,9.04992022078418,3.219136367044678,0.31092279698466335,59806,1.9143332466857292,3.3042003311460806,0.3106253283194724,192267,0.9995684949311151
Jamie,1880-2025,ALL,551043,12,11,1.5763731750358605,2.9821920632185694,2.0921487690406875,0.34743749580341277,Jamie,0.6525625041965872,191453,1.683587306253777,6.97327048239874,6.973105899862273,2.797575259134952,0.3474374958034128,191453,1.6493522284104871,2.9816063085181135,0.34742565327303443,551033,0.9999818525958954
Lori,1880-2025,ALL,578796,14,13,1.6190897334415295,3.0718115954806593,2.281077921519305,0.40779825707157613,Lori,0.5922017429284239,236032,1.7150222185364101,6.803307913426861,6.803146579278908,3.0608073604053607,0.40589603245357603,234931,1.7097405648967858,3.0709307938273245,0.40778188603614496,578780,0.9999723564088211
Nikki,1880-2025,ALL,71739,9,9,1.9952347573971387,3.9868097379059217,2.723139638794818,0.4284141122680829,Nikki,0.5715858877319171,30734,2.090006830315449,6.971702643116391,6.971081629625303,3.1336835248164085,0.33670667280001115,24155,1.7538298554482221,3.9868097379059217,0.4284141122680829,71739,1.0
Vicki,1880-2025,ALL,332393,9,6,1.7306693044046533,3.31881751342594,2.849664630143238,0.5380167452383173,Vicki,0.4619832547616827,178833,1.817809039299865,5.167534265820131,5.167393781086838,3.3152026198366693,0.5375775061448346,178687,1.8165093729410668,3.3049858399726615,0.537787302695739,332228,0.9995035996546257
Cory,1880-2025,ALL,409308,14,14,2.088902152589739,4.254242147783887,2.961997430232212,0.5258436189861913,Corey,0.4741563810138087,215232,2.229846472582994,9.12214913034683,9.121875240523934,3.465612742373737,0.5117564279222493,209466,1.9888323707330422,4.254242147783887,0.5258436189861913,409308,1.0
Cody,1880-2025,ALL,347193,12,11,0.9294450879267085,1.9045432997666338,1.3537314025984175,0.14405820393844349,Cody,0.8559417960615565,50016,1.3542640548628573,6.10515335589924,6.104844530357683,1.7739368656704224,0.14405820393844346,50016,1.3194678464139542,1.904170697961328,0.1440434117636893,347187,0.9999827185455928
Sydney,1880-2025,ALL,319796,17,13,1.4353203547481324,2.7044221244071536,2.1650738320868763,0.4130633278715181,Sydney,0.5869366721284819,132096,1.6088037373825814,5.769654838309501,5.76935513848376,1.9931912502627704,0.1791704711753743,57298,1.3749108806864376,2.6962204732537396,0.4128650434173319,319688,0.9996622847065004
Annabel,1880-2025,ALL,109415,6,6,1.7581659192657315,3.3826781570186344,2.3891778854182566,0.3825983640268702,Annabelle,0.6174016359731298,41862,1.871964538682996,5.729551767066153,5.729384539270139,3.380655838746065,0.3823698761595759,41837,1.8714161678014898,3.3826781570186344,0.3825983640268702,109415,1.0
Isabel,1880-2025,ALL,273123,15,11,1.6507952865837126,3.1400668784951424,2.4985819967625273,0.5094627695214244,Isabel,0.4905372304785756,139146,1.7804615502905285,6.46071852889116,6.460368484914404,3.1213062078621316,0.5094627695214244,139146,1.7764340608443814,3.13535175463402,0.509389121216338,273082,0.99984988448428
Eleanor,1880-2025,ALL,389469,13,13,0.8650802531350388,1.8214409860903518,1.323317309064238,0.13388998867689084,Eleanor,0.8661100113231092,52146,1.3239384906115763,5.458929884279768,5.458668898904978,1.8210070508025877,0.13388998867689084,52146,1.323938490611576,1.8214409860903518,0.13388998867689084,389469,1.0
Rachel,1880-2025,ALL,678250,9,8,0.7765224848206628,1.7129968337842796,1.3591951824172097,0.15112716549944716,Rachel,0.8488728345005528,102502,1.2093107261334315,3.933502787471107,3.9334099086961882,1.7128204490969916,0.1511271654994471,102502,1.2093107261334317,1.7118283598227542,0.15106958968098094,678204,0.9999321784002949
Sofia,1880-2025,ALL,628496,6,6,0.9116746795761026,1.8812279598198998,1.730895985493251,0.30052219902751964,Sophia,0.6994778009724804,188877,1.305912845905145,2.2904689576529607,2.2904475083302036,1.8812167509608768,0.30052219902751964,188877,1.305912845905145,1.8812279598198998,0.30052219902751964,628496,1.0
Lee,1880-2025,ALL,341275,2,2,0.5652870204001814,1.479681858798572,1.299456397122965,0.132881107611164,Lee,0.867118892388836,45349,1.132881107611164,1.9999993589390317,1.9999993575122472,1.3146861433091188,0.132881107611164,45349,1.132881107611164,1.479681858798572,0.132881107611164,341275,1.0
Zachary,1880-2025,ALL,647055,21,21,0.9471450087369286,1.928053399011284,1.357739904943128,0.1449243109163827,Zachary,0.8550756890836173,93774,1.3842470887327971,5.7956870750027365,5.795547462003924,1.927611983145236,0.1449243109163827,93774,1.3840755422645679,1.928053399011284,0.1449243109163827,647055,1.0
Nicholas,1880-2025,ALL,1108026,29,29,0.9472644106217672,1.9282129772521641,1.4016431642662663,0.16139242219947902,Nicholas,0.838607577800521,178827,1.3491100389341044,5.021307789321476,5.02124337811083,1.9279424219360561,0.16139242219947908,178827,1.3491100389341044,1.9282129772521641,0.16139242219947902,1108026,1.0
Michael,1880-2025,ALL,4628313,15,15,0.27413364173132443,1.2092676892097816,1.0810681633661159,0.03882192064365564,Michael,0.9611780793563444,179680,1.0585301815153816,2.4504172157176742,2.4504110347613612,1.2077004446290982,0.03882192064365569,179680,1.0579144063938632,1.2092676892097816,0.03882192064365564,4628313,1.0
Christopher,1880-2025,ALL,2183736,17,17,0.3796149840349475,1.3009946091248143,1.1020799638936727,0.04791467466763377,Christopher,0.9520853253323662,104633,1.113500441445303,3.562374535394919,3.5623396487731758,1.3008833830340256,0.047914674667633814,104633,1.113500441445303,1.3009946091248143,0.04791467466763377,2183736,1.0
Stephanie,1880-2025,ALL,831328,18,18,0.7364314246643682,1.6660496840882089,1.232049574100275,0.1004922244890104,Stephanie,0.8995077755109896,83542,1.2946526521421147,5.746574367817339,5.746420542029155,1.665695888106058,0.10049222448901035,83542,1.294652652142115,1.6660496840882089,0.1004922244890104,831328,1.0
Tyreek,1880-2025,ALL,9059,11,7,2.5880846300814744,6.012998631044927,5.305680532860083,0.7376090076167348,Tyreek,0.26239099238326524,6682,2.8961254001545425,7.660426505446107,7.655316155141274,6.012998631044927,0.7376090076167348,6682,2.8961254001545425,5.698919914427169,0.7343243545322454,8947,0.9876366044817309
Rashawn,1880-2025,ALL,12635,8,3,1.5252975494697052,2.8784607686041874,2.433009724481236,0.4367233874159082,Rashawn,0.5632766125840918,5518,1.6457459438068855,4.341149831265024,4.337000560399118,2.8657320703903424,0.4367233874159082,5518,1.644796201028888,2.6251470257928,0.42711100378330513,12423,0.983221210922042
Tyesha,1880-2025,ALL,10746,15,9,2.5242242546637272,5.752640260855064,4.057154481485073,0.5752838265401079,Tyesha,0.42471617345989204,6182,2.6782058440349896,9.740200146827545,9.730043722661609,5.752640260855064,0.5752838265401079,6182,2.6782058440349896,5.2773284166158145,0.5672703138333175,10547,0.9814814814814815
Akilah,1880-2025,ALL,5867,13,5,1.8825463960644513,3.687252964358034,2.845269252836057,0.48662007840463606,Akilah,0.5133799215953639,2855,1.9014828702914608,6.117124439879105,6.107166704880205,3.687252964358034,0.4866200784046361,2855,1.9014828702914608,3.4149957020044086,0.48006214396685654,5793,0.9873870802795296
Myesha,1880-2025,ALL,8018,17,5,2.4100963364448105,5.31509816199733,3.9247394946532657,0.5769518583187827,Myesha,0.42304814168121724,4626,2.537041656273385,8.766688902291902,8.750279496088806,5.31509816199733,0.5769518583187827,4626,2.537041656273385,4.172647055164519,0.5535667280863386,7598,0.9476178598154154
Deonte,1880-2025,ALL,17350,9,7,2.0334648835413605,4.093868844896091,3.2188574333667184,0.5251296829971182,Deonte,0.47487031700288185,9111,2.0646685878962536,6.4438698616225185,6.440873278961547,4.086779736197155,0.5251296829971182,9111,2.063170028818444,4.022037770083749,0.5236470860314524,17296,0.9968876080691642
Devonte,1880-2025,ALL,33764,26,14,2.707028996058208,6.529755606416461,4.6333626438959294,0.6503672550645658,Devonte,0.34963274493543417,21959,2.94428977609288,11.04826282719174,11.04371753915219,6.520963422703184,0.6496268214666509,21934,2.9435493424949652,6.2198144559527995,0.6474856665074056,33488,0.9918256130790191
Trevon,1880-2025,ALL,23797,16,11,1.6718225357465653,3.1861684341309333,2.246102418975383,0.39635248140521917,Trevon,0.6036475185947808,9432,1.8540572341051393,8.18223977231151,8.175313882559538,3.1846197754996544,0.39622641509433965,9429,1.8539311677942598,3.0974330297913943,0.3937539565309137,23695,0.9957137454300963
Sherilyn,1880-2025,ALL,9797,15,8,2.3560048627230583,5.119506911069975,3.8513577991922197,0.5988567928957844,Sherilyn,0.4011432071042156,5867,2.4281923037664592,8.849916177625579,8.838973585874772,5.119506911069975,0.5988567928957844,5867,2.4281923037664592,4.681872677147688,0.5916883116883117,9625,0.9824436051852607
Jerilyn,1880-2025,ALL,16848,15,11,2.7363209445478,6.663688418342443,4.878491298223882,0.6883309591642925,Jerilyn,0.3116690408357075,11597,3.0799501424501425,10.296756668344722,10.292198847988699,6.663688418342443,0.6883309591642925,11597,3.0799501424501425,6.517810832527775,0.6871611557938635,16785,0.9962606837606838
Georgeann,1880-2025,ALL,6746,5,5,2.1266206410856268,4.366933739949068,4.0336190196612325,0.6563889712422176,Georgeann,0.3436110287577824,4428,2.3207826860361696,4.993512668338807,4.993261376830906,4.366933739949068,0.6563889712422176,4428,2.3207826860361696,4.366933739949068,0.6563889712422176,6746,1.0
Annalee,1880-2025,ALL,17751,12,8,2.45031123153213,5.465339933584731,3.9153895355797896,0.5565883612190863,Annalee,0.4434116387809138,9880,2.6185003661765536,8.389531959866527,8.387288356482387,5.465339933584731,0.5565883612190863,9880,2.6185003661765536,5.299808665440713,0.554101518241559,17652,0.9944228494169343
Nisha,1880-2025,ALL,6871,8,5,1.9261310803172547,3.800346807542854,3.1284329878011325,0.5642555668752729,Nisha,0.4357444331247271,3877,1.9678358317566584,6.22078431330526,6.212655259358752,3.800346807542854,0.5642555668752729,3877,1.9678358317566584,3.4692501189736302,0.5552584670231728,6732,0.9797700480279435
Jessalyn,1880-2025,ALL,6627,13,6,2.1079348280966426,4.3107378437073,2.817443514808359,0.4416779840048287,Jessalyn,0.5583220159951713,2927,2.187716915648106,8.527533182274958,8.510792584035107,4.3107378437073,0.4416779840048287,2927,2.187716915648106,3.6027476463554953,0.41951678694697203,6374,0.9618228459333031
Lilyann,1880-2025,ALL,8821,8,5,2.0295798567736796,4.082859314927618,3.618832158225062,0.6171635868949099,Lilyann,0.38283641310509015,5444,2.13320485205759,5.305851474131237,5.3025033516539,4.082859314927618,0.6171635868949099,5444,2.13320485205759,3.9758633891608826,0.615375854214123,8780,0.9953520009069267
Maylee,1880-2025,ALL,14123,26,18,3.5477420257922376,11.694368282350158,7.038846159180322,0.6745733909226085,Maylee,0.3254266090773915,9527,5.333286129009418,17.261812207783684,17.25118706911695,11.694368282350158,0.6745733909226085,9527,5.333286129009418,11.234010387389446,0.6719720219827279,14011,0.9920696735821001
Shaylee,1880-2025,ALL,14598,28,20,3.1414278481675417,8.823969768486224,3.966034547678932,0.5169201260446636,Shaylee,0.48307987395533636,7546,4.749075215782984,18.548103814877397,18.528869669372426,8.823969768486224,0.5169201260446636,7546,4.749075215782984,8.10103692936688,0.5080572026508545,14335,0.9819838334018358
Jaylee,1880-2025,ALL,17991,28,20,3.131935866599771,8.766104435516556,4.010653700480611,0.5219276304819076,Jaylee,0.4780723695180924,9390,4.658051247846146,18.338345335919787,18.322610168128506,8.719593721756398,0.5219276304819076,9390,4.658051247846145,8.00996358792706,0.5124978745111375,17643,0.9806569951642488
Kenisha,1880-2025,ALL,14836,38,16,3.5801225010823607,11.959809468694855,7.436209088702039,0.728767861957401,Kenisha,0.2712321380425991,10812,5.099487732542464,18.416377692606584,18.39604355429518,11.95454965882811,0.728767861957401,10812,5.099487732542464,9.547229921623408,0.7141842460402017,14079,0.9489754650849286
Tanisha,1880-2025,ALL,46421,54,25,3.3939067183218086,10.511573338625274,4.926908342103047,0.5829258309816678,Tanisha,0.4170741690183322,27060,5.161866396673919,19.669651587345573,19.661977394896763,10.507414241167616,0.5829258309816677,27060,5.161866396673919,9.482009683093134,0.5751837630279759,45575,0.9817754895413714
Janine,1880-2025,ALL,107528,42,27,2.918058172796237,7.558281089184125,4.927907032523624,0.688276541923964,Janine,0.311723458076036,74009,3.6085298712893388,14.324785721429954,14.322017579993593,7.557677808484243,0.688276541923964,74009,3.6084833717729334,7.354165096335758,0.6870541882959256,107108,0.9960940406219775
Janelle,1880-2025,ALL,108571,35,20,2.486793608657292,5.605307845989986,3.171044092545549,0.47530187619161657,Janelle,0.5246981238083834,51604,2.8583783883357436,12.612511712883173,12.6103493478087,5.603318285841736,0.47530187619161657,51604,2.858295493271684,5.485684490500591,0.4737945686310734,108260,0.9971355150086119
Janae,1880-2025,ALL,30954,19,11,1.9647016067329657,3.9033196342461594,2.5627829070994665,0.41661820766298374,Janae,0.5833817923370163,12896,2.0347612586418555,8.649391518168025,8.645153274381972,3.8968023009630275,0.4166182076629838,12896,2.0318537184208827,3.7813046634919343,0.41387256970365804,30809,0.9953156296439879
Chanel,1880-2025,ALL,44050,30,15,2.785214190610195,6.893392633522093,4.246567200653202,0.5645402951191827,Chanel,0.43545970488081726,24868,3.2115096481271284,12.232260782881038,12.228292142411817,6.883812079767425,0.5645402951191828,24868,3.2112372304199774,6.542397968804892,0.5607913174886661,43674,0.9914642451759365
Cadence,1880-2025,ALL,73670,31,23,2.807140398136441,6.998959200825776,4.682515405402623,0.666689290077372,Cadence,0.33331070992262796,49115,3.275132346952627,13.131263679505189,13.127834803810174,6.9112961995594535,0.6666892900773721,49115,3.256155830052939,6.848794837624976,0.6655680100241068,73423,0.9966472105334601
Maisie,1880-2025,ALL,36101,18,13,2.6288709823828778,6.185417524167876,4.390232848592524,0.6411733746987618,Maisie,0.3588266253012382,23147,2.8357386221988308,10.707911323606824,10.70437003890566,6.185417524167876,0.6411733746987618,23147,2.8357386221988308,6.078836306994951,0.6401966502791434,36003,0.9972853937564057
Jamir,1880-2025,ALL,21334,21,13,2.7426501187723313,6.692986566967951,4.1195446053237275,0.5624824224242992,Jamir,0.43751757757570076,12000,3.121543076778851,12.381756033703203,12.374271659525256,6.679933000207312,0.5623886753538951,11998,3.120418111934002,6.259160873256196,0.5568111675608945,21061,0.9872035248898472
Emmalyn,1880-2025,ALL,24509,20,13,2.9419935967215403,7.68472480355881,5.106683196912079,0.6390305602023747,Emmalyn,0.36096943979762536,15662,3.42657799175813,12.719842877138518,12.714149392891663,7.68472480355881,0.6390305602023746,15662,3.42657799175813,7.222864737548692,0.6346177673150787,24213,0.9879228038679668
Marilee,1880-2025,ALL,16930,10,8,2.4006859080731875,5.280541601983949,3.860492727940339,0.5608978145304193,Marilee,0.43910218546958063,9496,2.563910218546958,7.934703109768828,7.933092532870218,5.280541601983949,0.5608978145304194,9496,2.563910218546958,5.226068923352947,0.5601703940362087,16902,0.9983461311281748
Macy,1880-2025,ALL,97475,15,12,2.3497211143198227,5.097257069268846,4.193379294445958,0.6583329058733008,Macy,0.34166709412669916,64171,2.4729315209027956,7.889452748615133,7.888528302016881,5.074949189858535,0.6583329058733008,64171,2.4722646832521162,5.056025775226653,0.6579223073604634,97358,0.9987996922287766
Journey,1880-2025,ALL,58905,21,17,2.42337560041472,5.364246746702311,3.7677639033906885,0.6113572701807997,Journey,0.3886427298192004,36012,2.58497580850522,9.84287161652508,9.840289730055746,5.244070669966488,0.6113572701807996,36012,2.5835328070622188,5.288965758049403,0.6105572945019053,58784,0.9979458450046685
Jacqueline,1880-2025,ALL,644472,52,35,1.9231242706944618,3.792434518720698,2.149377667346029,0.3366988790824117,Jacqueline,0.6633011209175883,216993,2.2691800419568264,10.550534963894679,10.550177473873925,3.7879244917991297,0.33669887908241164,216993,2.2639276803336683,3.761389065598496,0.33610139588626664,643892,0.9991000384811132
Kaylin,1880-2025,F,136894,51,39,4.2504826931165995,19.03368101381721,13.627416012735713,0.8589638698555087,Kaylin,0.14103613014449135,117587,7.576460619165194,23.194578322212248,23.19181542167097,19.03368101381721,0.8589638698555087,117587,7.576460619165194,18.753937386545985,0.8586282392050905,136569,0.9976259003316434
Shaelyn,1880-2025,F,17156,28,15,3.5135384793516033,11.420377854350162,8.866976821308967,0.7963394730706459,Shaelyn,0.20366052692935416,13662,4.766553975285614,15.183989181483437,15.1734386484531,11.420377854350162,0.7963394730706458,13662,4.766553975285614,10.35532276589994,0.7919247260600286,16792,0.9787829330846352
Shante,1880-2025,F,23456,26,19,3.6515331012519283,12.566692655417656,8.58129458987701,0.752131650750341,Shante,0.24786834924965895,17642,5.406889495225102,17.30488235652347,17.29803242504616,12.566692655417656,0.752131650750341,17642,5.406889495225102,12.09804177410219,0.7502362745940373,23278,0.9924113233287858
Charisse,1880-2025,F,26191,44,26,4.058319309322092,16.66003249252776,10.533832007788268,0.79779313504639,Charisse,0.20220686495361,20895,6.919781604367913,22.398056595617255,22.3850115386457,16.66003249252776,0.7977931350463899,20895,6.919781604367913,15.021959566157438,0.793181551919397,25607,0.9777022641365355
Kamiyah,1880-2025,F,1374,9,4,2.3761855038420303,5.191622571277914,4.517314318529863,0.7023289665211063,Kamaiyah,0.29767103347889373,965,2.583697234352256,7.427889423064648,7.378381858023831,5.191622571277914,0.7023289665211062,965,2.583697234352256,3.920343431115532,0.675654242664552,1261,0.9177583697234353
Kayson,1880-2025,F,1828,19,5,3.401126333187574,10.564307777562297,7.790039071606412,0.7620350109409191,Kaysen,0.23796498905908095,1393,4.5,15.177053793114132,15.090283739170248,10.564307777562297,0.7620350109409191,1393,4.5,4.651724014963818,0.6721929163526752,1327,0.725929978118162
Kaliyah,1880-2025,F,19798,15,13,1.9380141293480928,3.8317784000633184,2.225167227820642,0.34609556520860696,Kaliyah,0.653904434791393,6852,2.1658753409435296,9.941038351885801,9.933026647554765,3.8317784000633184,0.3460955652086069,6852,2.1658753409435296,3.7540405748258956,0.3438418651799291,19730,0.9965653096272351
Daylen,1880-2025,F,8326,18,10,2.9471766754841795,7.712382878805578,5.982423368035198,0.7623108335335095,Daylin,0.23768916646649052,6347,3.4170069661301947,11.479737765381914,11.465383730404549,7.712382878805578,0.7623108335335095,6347,3.4170069661301947,6.8668191190913195,0.755648845536486,8099,0.9727360076867644
Denisha,1880-2025,F,16226,43,22,3.9052706020199595,14.983166043316672,8.577691941045021,0.7346234438555406,Denisha,0.2653765561444595,11920,6.479354123012449,22.33271839258968,22.308744999103876,14.983166043316672,0.7346234438555405,11920,6.479354123012449,12.462121585432614,0.7225336684064695,15519,0.956427955133736
Shani,1880-2025,F,5560,11,6,1.6706499700881985,3.183579894100198,1.9554275169924002,0.29694244604316544,Shawnee,0.7030575539568346,1651,1.8859712230215828,8.14444562281751,8.130633105714839,3.183579894100198,0.29694244604316544,1651,1.8859712230215828,2.663132774955694,0.2672914714151827,5335,0.9595323741007195
Jaylen,1880-2025,F,79667,45,29,3.834335657114393,14.264286274056175,10.509516246297913,0.8217455157091393,Jaelyn,0.17825448429086072,65466,5.890933510738449,18.45521998440477,18.451402083138017,14.264286274056175,0.8217455157091393,65466,5.890933510738449,13.686184585888213,0.8204609530070672,79097,0.9928452182208443
Janiece,1880-2025,F,10673,22,9,2.9449662965828223,7.700575646264598,5.372092567013728,0.7009275742527874,Janiece,0.2990724257472126,7481,3.4206877166682284,12.528543149336167,12.511869047601492,7.700575646264598,0.7009275742527874,7481,3.4206877166682284,6.147295865968796,0.6848341232227488,10128,0.9489365689122083
Makiyah,1880-2025,F,1744,9,5,2.6113528949121494,6.110764551632973,5.215164349033795,0.6989678899082569,Makaiya,0.30103211009174313,1219,2.9030963302752295,7.801726617607158,7.782253536076832,6.110764551632973,0.6989678899082569,1219,2.9030963302752295,4.625728002705313,0.6643222506393862,1564,0.8967889908256881
Keshawn,1880-2025,F,528,5,1,1.6146873243509887,3.0624521962454283,2.205325359532963,0.3522727272727273,Keshawn,0.6477272727272727,186,1.7670454545454546,4.9942534518098824,4.990343152629376,3.0624521962454283,0.3522727272727273,186,1.7670454545454546,1.0,0.0,342,0.6477272727272727
Kian,1880-2025,F,138,2,1,0.7131467486384921,1.6393759615023455,1.4593103448275861,0.19565217391304346,Kian,0.8043478260869565,27,1.1956521739130435,2.0,1.999999999649741,1.6393759615023455,0.1956521739130435,27,1.1956521739130435,1.0,0.0,111,0.8043478260869565
Kiana,1880-2025,F,57928,31,21,2.8447109078559927,7.18361936073365,3.9639358993480722,0.5391865764397183,Kiana,0.4608134235602817,31234,3.457412650186438,14.142026497143213,14.138110697839084,7.183619360733652,0.5391865764397182,31234,3.457412650186438,6.932258930963833,0.5366027254578596,57605,0.9944241126916172
Caitlin,1880-2025,F,633435,57,41,3.0961392076911944,8.551273014345163,6.068386924168049,0.7368490847521845,Kaitlyn,0.2631509152478155,466746,3.7725196744733083,13.292466974204963,13.29211156497878,8.551273014345163,0.7368490847521845,466746,3.7725196744733083,8.481978415429246,0.7365883490727045,632808,0.9990101588955457
Michaela,1880-2025,F,311711,99,53,3.1914142085642663,9.135060024777676,5.201091899217845,0.6534289774823474,Makayla,0.3465710225176526,203681,4.632367802227063,16.752666158132012,16.75135604851948,9.135060024777676,0.6534289774823474,203681,4.632367802227063,8.849630571110074,0.6519809029231929,310414,0.9958390945459095
Kaylee,1880-2025,F,353953,67,54,3.607833092453717,12.191748079561194,5.41019558753536,0.6032665353874667,Kaylee,0.3967334646125333,213528,6.049995338364133,21.93230902116773,21.930982701463392,12.19174807956119,0.6032665353874667,213528,6.049995338364133,12.082395568891158,0.6027884716018861,353527,0.9987964503761799
Carly,1880-2025,F,189024,19,19,3.2115407009252057,9.263392869093172,6.094804677388629,0.6483726934145928,Carly,0.35162730658540714,122558,4.3581873201286605,13.057119997833574,13.056729404388964,9.263392869093172,0.6483726934145928,122558,4.3581873201286605,9.263392869093172,0.6483726934145928,189024,1.0
Hailey,1880-2025,F,497591,26,25,2.5559635869689297,5.8806009197279465,3.9518104109688803,0.6353752378961839,Hailey,0.36462476210381617,316157,2.8056536392338285,11.412529214529908,11.412166000608947,5.8806009197279465,0.6353752378961838,316157,2.8056536392338285,5.876060993482408,0.6353422598111531,497546,0.9999095642807044
Christy,1880-2025,F,368662,29,19,2.7255002201147005,6.61389535827612,5.513541368059309,0.7326114435444933,Christy,0.2673885564555067,270086,3.054643548833349,9.005277443070735,9.005011692570319,6.61389535827612,0.7326114435444934,270086,3.0546435488333485,6.55841398703859,0.7323340936244163,368280,0.9989638205185237
Taylin,1880-2025,F,12539,13,10,3.039998708479377,8.224903250197698,7.204286147949335,0.7827577956774863,Taylin,0.21724220432251376,9815,3.7585134380732117,9.919188667716641,9.915026124638977,8.224903250197698,0.7827577956774863,9815,3.7585134380732117,8.04282809240267,0.7818356559346468,12486,0.9957731876545179
Cambrie,1880-2025,F,11540,12,11,3.0353276568102108,8.198316328486266,7.0681585855572875,0.7927209705372618,Cambrie,0.2072790294627383,9148,3.716724436741768,10.266369795129904,10.260160734192716,8.198316328486266,0.7927209705372616,9148,3.716724436741768,8.033533091720614,0.7917283413147584,11485,0.9952339688041595
Maylin,1880-2025,F,10810,10,7,2.4333648985116367,5.401517964889398,4.514281692234543,0.7101757631822387,Maylin,0.2898242368177613,7677,2.6160962072155414,7.667992105389919,7.663975059665862,5.401517964889398,0.7101757631822386,7677,2.6160962072155414,5.159406472646231,0.7073603586773771,10706,0.9903792784458835
Braylen,1880-2025,F,28514,14,12,2.3864115956039735,5.228552489655725,3.601922836093483,0.6152065651960441,Braelyn,0.38479343480395595,17542,2.6005821701620255,10.1488621650082,10.14484175720094,5.228552489655725,0.615206565196044,17542,2.6005821701620255,5.09323438171207,0.6133215859030837,28375,0.9951252016553273
Raylee,1880-2025,F,15701,18,16,2.9708233364852488,7.839835246201862,5.4812213760282145,0.6791924081268709,Raylee,0.3208075918731291,10664,3.5030252850136936,13.220669365681292,13.20912226427435,7.839835246201862,0.6791924081268709,10664,3.5030252850136936,7.727509217275176,0.678352490421456,15660,0.9973887013566015
Chantel,1880-2025,F,49569,20,20,3.0513767566456753,8.290026748125214,5.79750606365053,0.697673949444209,Chantel,0.3023260505557909,34583,3.6326534729367146,13.56801625506838,13.56372622663173,8.290026748125214,0.6976739494442091,34583,3.6326534729367146,8.290026748125214,0.697673949444209,49569,1.0
Jaycee,1880-2025,F,41512,17,13,3.005950107292269,8.033062533789208,6.439071454561042,0.7326315282328002,Jaycee,0.26736847176719986,30413,3.546251686259395,10.79283636755293,10.790809586892188,8.033062533789208,0.7326315282328002,30413,3.546251686259395,7.907525632382383,0.7319211632288296,41402,0.9973501638080555
Lakeisha,1880-2025,F,35408,15,15,2.455918694729932,5.486623938624645,3.7666552122146193,0.6370876638047899,Lakeisha,0.36291233619521013,22558,2.679196791685495,10.538473869254897,10.534765509823382,5.486623938624645,0.6370876638047899,22558,2.679196791685495,5.486623938624645,0.6370876638047899,35408,1.0
Deshawn,1880-2025,F,2259,9,4,1.9700567439161603,3.917835283166074,2.870054886186667,0.47631695440460375,Deshawn,0.5236830455953962,1076,1.985834440017707,7.234339364477291,7.200361802209026,3.9178352831660748,0.4763169544046038,1076,1.985834440017707,3.049535867290594,0.44224422442244227,2121,0.9389110225763613
Jerrell,1880-2025,F,172,8,0,2.159482853678484,4.467546835028617,3.0511551155115506,0.4709302325581395,Jerrell,0.5290697674418605,81,2.2790697674418605,7.959757519163812,7.813561640296599,4.467546835028617,0.47093023255813954,81,2.2790697674418605,0.0,0.0,0,0.0
Annalise,1880-2025,F,40204,20,20,2.6923489232927573,6.46364929902197,4.14591807179965,0.5730524325937718,Annalise,0.42694756740622825,23039,3.0454681126256093,12.082989405641701,12.077747164683098,6.46364929902197,0.5730524325937718,23039,3.0454681126256093,6.46364929902197,0.5730524325937718,40204,1.0
Aaliyah,1880-2025,F,231361,39,39,2.678902245527192,6.403684568171847,3.5310336752016043,0.524677884345244,Aaliyah,0.47532211565475596,121390,3.403434459567516,14.162319985291079,14.160910968507528,6.403684568171847,0.524677884345244,121390,3.403434459567516,6.403684568171847,0.524677884345244,231361,1.0
Riley,1880-2025,F,297528,57,28,2.342713114619907,5.072556799848606,3.306638066625248,0.5228684359119142,Riley,0.4771315640880858,155568,2.5820023661638567,10.412067879471646,10.411339385394264,5.072556799848606,0.5228684359119141,155568,2.5820023661638567,4.941537464608926,0.5213223318845319,296567,0.9967700518942755
Jayden,1880-2025,F,72170,35,22,3.02027524609197,8.113223580572594,5.624382648525071,0.694180407371484,Jayden,0.305819592628516,50099,3.634903699598171,13.608167355218459,13.604563071671526,8.113223580572594,0.694180407371484,50099,3.634903699598171,7.842104991995379,0.6925316579134335,71783,0.9946376610780102
Kayden,1880-2025,F,20258,34,16,3.256077939932008,9.55382161682501,5.173404923634187,0.5996149669266463,Kayden,0.4003850330733537,12147,4.428127159640636,16.362834894939443,16.351349841372386,9.55382161682501,0.5996149669266463,12147,4.428127159640636,8.30546899904654,0.5879185083574658,19683,0.971616151643795
Mackenzie,1880-2025,F,271047,27,27,1.9850658084366875,3.9588072022650076,2.8025222826586007,0.47878412231089074,Mackenzie,0.5212158776891093,129773,2.2093511457422514,8.65976596023854,8.658973674983349,3.9588072022650076,0.47878412231089074,129773,2.2093511457422514,3.9588072022650076,0.47878412231089074,271047,1.0
Brittany,1880-2025,F,540896,42,42,1.9071404457949526,3.7506494923099587,2.113603100580319,0.33319344199254575,Brittany,0.6668065580074543,180223,2.3795424628764126,10.975227605788785,10.974715347151667,3.7506494923099587,0.3331934419925457,180223,2.3795424628764126,3.7506494923099587,0.33319344199254575,540896,1.0
Sherry,1880-2025,F,425460,12,12,1.9080404381329334,3.752989979253135,2.792377152390535,0.4595567150848493,Sherry,0.5404432849151507,195523,1.9404597376956707,6.564242338441325,6.564048112228086,3.752989979253135,0.45955671508484935,195523,1.940459737695671,3.752989979253135,0.4595567150848493,425460,1.0
Kira,1880-2025,F,108983,14,14,2.1835102801813386,4.542574829869153,3.5739173147826087,0.6253635888166045,Kira,0.3746364111833956,68154,2.277089087288843,8.198124508985547,8.19696064800505,4.542574829869153,0.6253635888166045,68154,2.277089087288843,4.542574829869153,0.6253635888166045,108983,1.0
Katherine,1880-2025,F,1902705,21,18,2.021572908351677,4.060262236181749,3.352738640296126,0.6490317731860693,Catherine,0.3509682268139307,1234916,2.2025190452539936,7.341972194025229,7.341899203811602,4.060262236181749,0.6490317731860693,1234916,2.2025190452539936,4.057697634409925,0.6490096368887592,1902585,0.9999369318943294
Kristen,1880-2025,F,450639,18,14,1.7417618742909555,3.344433534727175,2.524840377603427,0.5145404636527242,Kristen,0.48545953634727573,231872,1.9252971891025854,7.861625107466919,7.86132530937406,3.344433534727175,0.5145404636527242,231872,1.9252971891025854,3.336531553345968,0.5144133125869826,450521,0.9997381496053382
Carrie,1880-2025,F,493166,18,15,2.334481046968904,5.043695037249408,3.052593567850855,0.4599181614304312,Carrie,0.5400818385695688,226816,2.5335302920314864,10.256605879896531,10.256342456850538,5.043695037249408,0.4599181614304311,226816,2.5335302920314864,5.032074589933438,0.4597713738661994,493032,0.9997282862160003
Megan,1880-2025,F,613408,20,20,1.413306687943056,2.6634693663020124,1.8354329729205623,0.28259005425426464,Megan,0.7174099457457354,173343,1.5727003886483386,6.353722478305674,6.353561247220685,2.6634693663020124,0.2825900542542647,173343,1.5727003886483386,2.6634693663020124,0.28259005425426464,613408,1.0
Jocelyn,1880-2025,F,171479,23,23,2.033370874199835,4.093602087636574,2.2052211189043502,0.3406714524810618,Jocelyn,0.6593285475189382,58418,2.4211069577032758,11.663881495011129,11.662598825479519,4.093602087636574,0.34067145248106184,58418,2.4211069577032758,4.093602087636574,0.3406714524810618,171479,1.0
Madelyn,1880-2025,F,215322,21,21,2.356259589096792,5.120410905695344,3.0603664491713474,0.4612255134171148,Madelyn,0.5387744865828852,99312,2.608553700968782,10.465767637120496,10.46497789026888,5.120410905695344,0.4612255134171148,99312,2.608553700968782,5.120410905695344,0.4612255134171148,215322,1.0
Adalyn,1880-2025,F,137111,22,22,3.0590569551575384,8.334276448694366,6.112389292404169,0.7504941251978324,Adalynn,0.2495058748021676,102901,3.643106679989206,13.154167708362795,13.152846616229965,8.334276448694366,0.7504941251978324,102901,3.643106679989206,8.334276448694366,0.7504941251978324,137111,1.0
Crystal,1880-2025,F,467751,23,23,1.525676437839611,2.8792168248057557,1.8760616755177109,0.2899769321711766,Crystal,0.7100230678288234,135637,1.723803904213994,7.570531262943724,7.57028096633332,2.8792168248057552,0.28997693217117654,135637,1.723803904213994,2.8792168248057557,0.2899769321711766,467751,1.0
Kelsey,1880-2025,F,202614,17,17,1.5604391964425623,2.9494361882235602,1.7706278373629032,0.25762286910085186,Kelsey,0.7423771308991481,52198,1.843011835312466,9.018117315743124,9.01732386510285,2.9494361882235607,0.25762286910085186,52198,1.843011835312466,2.9494361882235602,0.25762286910085186,202614,1.0
Casey,1880-2025,F,162640,19,17,2.4419787363685956,5.433865048813257,3.4601035193296217,0.5197983275946876,Casey,0.48020167240531236,84540,2.611325627151992,10.60685892072972,10.605971519746522,5.433865048813257,0.5197983275946877,84540,2.611325627151992,5.410830982383487,0.5195147160153558,162544,0.9994097393015249
Aidan,1880-2025,F,9924,19,8,2.706102888912061,6.5255653148986354,5.065515368473028,0.7252116082224909,Aidan,0.2747883917775091,7197,2.9839782345828296,10.212520161295512,10.19917423037882,6.5255653148986354,0.725211608222491,7197,2.9839782345828296,5.560578945810348,0.7152552991542236,9577,0.9650342603788795
Muhammad,1880-2025,F,10,1,0,-0.0,1.0,1.0,0.0,Mohammad,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Alistair,1880-2025,F,11,2,0,0.9940302114769565,1.9917412148051292,1.9836065573770496,0.4545454545454546,Allister,0.5454545454545454,5,1.4545454545454546,,2.0,1.9917412148051292,0.45454545454545453,5,1.4545454545454546,0.0,0.0,0,0.0
Kane,1880-2025,F,51,2,0,0.8739810481273578,1.8327132138707352,1.710059171597633,0.2941176470588235,Kane,0.7058823529411765,15,1.2941176470588236,,1.9999999999999991,1.8327132138707352,0.29411764705882354,15,1.2941176470588236,0.0,0.0,0,0.0
Reese,1880-2025,F,51029,7,5,0.6663715454194826,1.5870763625141222,1.2826585064626104,0.12255776127300166,Reese,0.8774422387269983,6254,1.1663563855846675,3.564944593477871,3.5640048425451867,1.5870763625141222,0.12255776127300162,6254,1.1663563855846675,1.5520704192655992,0.11974599929225804,50866,0.9968057379137353
Shay,1880-2025,F,29180,5,5,1.8255842257755408,3.5445051489503454,3.187214220393661,0.569396847155586,Shea,0.43060315284441397,16615,1.9410897875257025,4.37115023998716,4.370647765431389,3.5445051489503454,0.569396847155586,16615,1.9410897875257025,3.5445051489503454,0.569396847155586,29180,1.0
Blaze,1880-2025,F,1855,4,3,1.6557203120951136,3.150804654609475,2.786992993286482,0.5212938005390836,Blaise,0.4787061994609164,967,1.766576819407008,3.9939920017975385,3.9930803150314484,3.150804654609475,0.5212938005390836,967,1.766576819407008,2.724140669904239,0.49688385269121815,1765,0.9514824797843666
Darryl,1880-2025,F,7090,8,5,1.5647570479609851,2.958276798236396,2.256725493692512,0.37672778561354014,Daryl,0.6232722143864599,2671,1.6643159379407617,5.163846158416185,5.157981704515963,2.958276798236396,0.3767277856135402,2671,1.6643159379407617,2.879032480210347,0.37407932011331446,7060,0.995768688293371
Tory,1880-2025,F,52778,8,8,1.6351254072865922,3.1061454921626925,1.9563837804310342,0.2964113835310167,Tori,0.7035886164689833,15644,1.8797415589829094,7.199784354321258,7.199085959236542,3.1061454921626925,0.2964113835310167,15644,1.8797415589829092,3.1061454921626925,0.2964113835310167,52778,1.0
Jeri,1880-2025,F,82199,8,8,2.6721207274761083,6.373654107516372,5.536456631705672,0.7246073553206243,Jeri,0.2753926446793757,59562,3.035572208907651,7.810609564181993,7.810407695976915,6.373654107516372,0.7246073553206244,59562,3.035572208907651,6.373654107516372,0.7246073553206243,82199,1.0
Terri,1880-2025,F,307301,7,5,1.7080594086322243,3.2672105018892643,2.8554925770149513,0.5245280685712055,Terri,0.47547193142879457,161188,1.8016114493607245,4.164939492766103,4.164913063258513,3.2672105018892643,0.5245280685712055,161188,1.8016114493607245,3.26118757487247,0.5244305717391728,307238,0.9997949892776138
Shawn,1880-2025,F,40303,6,5,0.9703731216931146,1.9593472722058785,1.46072087909211,0.17983772920130014,Shawn,0.8201622707986999,7248,1.319132570776369,4.447029431299625,4.4462283558982305,1.9593472722058782,0.17983772920130014,7248,1.319132570776369,1.957082319470044,0.17973596704551098,40298,0.9998759397563457
Lindsey,1880-2025,F,335273,41,28,1.9536737087051255,3.873596574659901,2.6677487453609423,0.5300814560074925,Lindsey,0.4699185439925076,177722,2.3163601005747556,9.627072523663962,9.626383931084014,3.873596574659901,0.5300814560074923,177722,2.3163601005747556,3.817320773352755,0.52925586745746,334685,0.9982462053311779
Bailey,1880-2025,F,168714,18,16,1.8413190431833553,3.583375034217446,2.177585178425278,0.3432317412899937,Bailey,0.6567682587100063,57908,2.0156952001612196,9.268887988325043,9.267923997534234,3.5833750342174455,0.34323174128999373,57908,2.0156952001612196,3.571189025395845,0.3429552368020019,168643,0.9995791694820821
Jamie,1880-2025,F,377500,12,11,1.4979743428709735,2.824458577680822,1.8581294931481345,0.28228874172185425,Jamie,0.7177112582781457,106564,1.6540397350993379,7.098817985704305,7.098572764752002,2.824458577680822,0.2822887417218543,106564,1.6540397350993377,2.823673024397436,0.2822697289994437,377490,0.9999735099337749
Lori,1880-2025,F,575070,14,13,1.6109420826230503,3.05451236924677,2.271166902025599,0.4054445545759646,Lori,0.5945554454240354,233159,1.7069887144173752,6.739385982704655,6.739227470942412,3.05451236924677,0.4054445545759647,233159,1.7069887144173752,3.05363092271405,0.4054280119780056,575054,0.9999721773001548
Nikki,1880-2025,F,59741,9,9,1.6357956064818755,3.107588776957451,2.087193028972746,0.32861853668334984,Nikki,0.6713814633166502,19632,1.7452001138246764,6.556510073027101,6.555492697358314,3.107588776957451,0.3286185366833498,19632,1.7452001138246764,3.107588776957451,0.32861853668334984,59741,1.0
Vicki,1880-2025,F,331131,9,6,1.7284658781615367,3.31375255662751,2.8445534366007705,0.5371439098121287,Vicki,0.46285609018787127,177865,1.8154053833679118,5.163939714479445,5.163798028616525,3.3137525566275103,0.5371439098121288,177865,1.8154053833679118,3.2998931885813882,0.5369131572427379,330966,0.9995017077833245
Cory,1880-2025,F,62025,14,12,2.9700375970404185,7.835566575113714,6.493147903871485,0.7610318419991939,Kori,0.23896815800080612,47203,3.4882869810560257,10.628066031980152,10.62672203697988,7.835566575113714,0.7610318419991938,47203,3.4882869810560257,7.788583524560677,0.7608081720915971,61967,0.9990648931882306
Cody,1880-2025,F,17436,10,8,2.5410862253473487,5.820270583420221,4.94906695529676,0.7036017435191557,Cody,0.2963982564808442,12268,2.7552764395503555,7.770905870412038,7.768510987631467,5.820270583420221,0.7036017435191557,12268,2.7552764395503555,5.7433435890600215,0.7029372880381675,17397,0.9977632484514797
Sydney,1880-2025,F,226190,17,13,1.212186370507975,2.316884893327448,1.572745134158198,0.21174234051019059,Sydney,0.7882576594898094,47894,1.4884875547106415,6.448972828144495,6.44853761509194,2.316884893327448,0.21174234051019056,47894,1.4884875547106415,2.3071668765371496,0.21136578763457503,226082,0.9995225253105796
Annabel,1880-2025,F,109370,6,6,1.757711760711735,3.3816134618516034,2.388183806831348,0.3824357684922739,Annabelle,0.6175642315077261,41827,1.8716832769498035,5.729700859827071,5.729533587794131,3.3816134618516034,0.38243576849227395,41827,1.8716832769498035,3.3816134618516034,0.3824357684922739,109370,1.0
Isabel,1880-2025,F,271046,15,11,1.650169874377411,3.1387059460069002,2.5019047787880195,0.5124443821343978,Isabel,0.48755561786560214,138896,1.781350767028475,6.429422291558313,6.429073099138796,3.1387059460069002,0.5124443821343978,138896,1.781350767028475,3.1339601858267376,0.512370620468257,271005,0.9998487341632047
Eleanor,1880-2025,F,388824,13,13,0.8661709749494169,1.8228185721689971,1.3239591079482933,0.13411209184618234,Eleanor,0.8658879081538177,52146,1.3244758553998723,5.462334912498756,5.462073291315961,1.8228185721689971,0.13411209184618234,52146,1.3244758553998723,1.8228185721689971,0.13411209184618234,388824,1.0
Rachel,1880-2025,F,676278,9,8,0.7773477799052902,1.7139770356052701,1.3596953574991233,0.1513002049453036,Rachel,0.8486997950546964,102321,1.2096534265494367,3.9372100914077808,3.9371168535611063,1.7139770356052701,0.15130020494530355,102321,1.2096534265494367,1.7128048906984312,0.15124247299743288,676232,0.9999319806351826
Sofia,1880-2025,F,627798,6,6,0.9117474900485083,1.8813229047313593,1.7309894471187883,0.3005584598867789,Sophia,0.6994415401132211,188690,1.3059551002073915,2.2907717441209896,2.2907502500815573,1.8813229047313593,0.3005584598867789,188690,1.3059551002073915,1.8813229047313593,0.3005584598867789,627798,1.0
Lee,1880-2025,F,102541,2,2,0.9663611079916301,1.9539060613371269,1.91155280019437,0.3924478988892248,Lee,0.6075521011107752,40242,1.3924478988892248,2.0,2.0,1.9539060613371269,0.3924478988892248,40242,1.3924478988892248,1.9539060613371269,0.3924478988892248,102541,1.0
Zachary,1880-2025,F,1584,5,1,0.265326407955365,1.2019079489430782,1.072528494680651,0.03472222222222221,Zachary,0.9652777777777778,55,1.0549242424242424,2.8427602366242004,2.811743501807953,1.2019079489430782,0.034722222222222224,55,1.0549242424242424,1.0,0.0,1529,0.9652777777777778
Nicholas,1880-2025,F,3393,4,2,0.44276381255365965,1.359205704506351,1.1547577886689098,0.07102858826996761,Nicholas,0.9289714117300324,241,1.0937223695844385,3.1153558611729517,3.105646996377679,1.359205704506351,0.07102858826996758,241,1.0937223695844385,1.2329093763664558,0.05373761633143204,3331,0.981727085175361
Michael,1880-2025,F,25989,12,9,1.0252093394278505,2.0352546844104435,1.398327581233969,0.15810535226441957,Michael,0.8418946477355804,4109,1.4382238639424372,6.755821322084905,6.751156464164776,2.0352546844104435,0.15810535226441957,4109,1.4382238639424372,2.0126798174877227,0.15690505548705302,25952,0.998576320751087
Christopher,1880-2025,F,9804,2,2,0.19586290549721963,1.1454090484025827,1.062419359748485,0.0302937576499388,Christopher,0.9697062423500612,297,1.0302937576499387,1.9545931307395725,1.9538662101488062,1.1454090484025827,0.0302937576499388,297,1.0302937576499387,1.1454090484025827,0.0302937576499388,9804,1.0
Stephanie,1880-2025,F,828642,18,18,0.7380640599970195,1.6679361473849734,1.2327635796362664,0.10076003871394401,Stephanie,0.899239961286056,83494,1.295543793338981,5.754786848715746,5.754632364752214,1.6679361473849734,0.10076003871394403,83494,1.295543793338981,1.6679361473849734,0.10076003871394401,828642,1.0
Tyreek,1880-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Rashawn,1880-2025,F,1015,4,3,1.210853836931648,2.3147459093620077,1.8739370458286724,0.3014778325123153,Rashawn,0.6985221674876847,306,1.4295566502463053,3.4641688765031335,3.4472665178711654,2.3147459093620077,0.30147783251231525,306,1.4295566502463053,2.2430829206248117,0.29732408325074333,1009,0.994088669950739
Tyesha,1880-2025,F,10746,15,9,2.5242242546637272,5.752640260855064,4.057154481485073,0.5752838265401079,Tyesha,0.42471617345989204,6182,2.6782058440349896,9.740200146827545,9.730043722661609,5.752640260855064,0.5752838265401079,6182,2.6782058440349896,5.2773284166158145,0.5672703138333175,10547,0.9814814814814815
Akilah,1880-2025,F,5867,13,5,1.8825463960644513,3.687252964358034,2.845269252836057,0.48662007840463606,Akilah,0.5133799215953639,2855,1.9014828702914608,6.117124439879105,6.107166704880205,3.687252964358034,0.4866200784046361,2855,1.9014828702914608,3.4149957020044086,0.48006214396685654,5793,0.9873870802795296
Myesha,1880-2025,F,8018,17,5,2.4100963364448105,5.31509816199733,3.9247394946532657,0.5769518583187827,Myesha,0.42304814168121724,4626,2.537041656273385,8.766688902291902,8.750279496088806,5.31509816199733,0.5769518583187827,4626,2.537041656273385,4.172647055164519,0.5535667280863386,7598,0.9476178598154154
Deonte,1880-2025,F,67,2,0,0.9635359835770287,1.9500836135197603,1.9045396690708527,0.3880597014925373,Deonte,0.6119402985074627,26,1.3880597014925373,,2.0,1.9500836135197601,0.3880597014925373,26,1.3880597014925373,0.0,0.0,0,0.0
Devonte,1880-2025,F,94,3,0,1.1919891571901151,2.284675322782544,2.0558399255467656,0.3936170212765957,Devante,0.6063829787234043,37,1.446808510638298,,2.9957712179286875,2.284675322782544,0.39361702127659576,37,1.446808510638298,0.0,0.0,0,0.0
Trevon,1880-2025,F,53,2,0,0.9976875760352552,1.9967968674536707,1.99361249112846,0.4716981132075472,Travon,0.5283018867924528,25,1.4716981132075473,,2.0,1.9967968674536707,0.4716981132075472,25,1.471698113207547,0.0,0.0,0,0.0
Sherilyn,1880-2025,F,9797,15,8,2.3560048627230583,5.119506911069975,3.8513577991922197,0.5988567928957844,Sherilyn,0.4011432071042156,5867,2.4281923037664592,8.849916177625579,8.838973585874772,5.119506911069975,0.5988567928957844,5867,2.4281923037664592,4.681872677147688,0.5916883116883117,9625,0.9824436051852607
Jerilyn,1880-2025,F,16848,15,11,2.7363209445478,6.663688418342443,4.878491298223882,0.6883309591642925,Jerilyn,0.3116690408357075,11597,3.0799501424501425,10.296756668344722,10.292198847988699,6.663688418342443,0.6883309591642925,11597,3.0799501424501425,6.517810832527775,0.6871611557938635,16785,0.9962606837606838
Georgeann,1880-2025,F,6746,5,5,2.1266206410856268,4.366933739949068,4.0336190196612325,0.6563889712422176,Georgeann,0.3436110287577824,4428,2.3207826860361696,4.993512668338807,4.993261376830906,4.366933739949068,0.6563889712422176,4428,2.3207826860361696,4.366933739949068,0.6563889712422176,6746,1.0
Annalee,1880-2025,F,17751,12,8,2.45031123153213,5.465339933584731,3.9153895355797896,0.5565883612190863,Annalee,0.4434116387809138,9880,2.6185003661765536,8.389531959866527,8.387288356482387,5.465339933584731,0.5565883612190863,9880,2.6185003661765536,5.299808665440713,0.554101518241559,17652,0.9944228494169343
Nisha,1880-2025,F,6871,8,5,1.9261310803172547,3.800346807542854,3.1284329878011325,0.5642555668752729,Nisha,0.4357444331247271,3877,1.9678358317566584,6.22078431330526,6.212655259358752,3.800346807542854,0.5642555668752729,3877,1.9678358317566584,3.4692501189736302,0.5552584670231728,6732,0.9797700480279435
Jessalyn,1880-2025,F,6627,13,6,2.1079348280966426,4.3107378437073,2.817443514808359,0.4416779840048287,Jessalyn,0.5583220159951713,2927,2.187716915648106,8.527533182274958,8.510792584035107,4.3107378437073,0.4416779840048287,2927,2.187716915648106,3.6027476463554953,0.41951678694697203,6374,0.9618228459333031
Lilyann,1880-2025,F,8821,8,5,2.0295798567736796,4.082859314927618,3.618832158225062,0.6171635868949099,Lilyann,0.38283641310509015,5444,2.13320485205759,5.305851474131237,5.3025033516539,4.082859314927618,0.6171635868949099,5444,2.13320485205759,3.9758633891608826,0.615375854214123,8780,0.9953520009069267
Maylee,1880-2025,F,14123,26,18,3.5477420257922376,11.694368282350158,7.038846159180322,0.6745733909226085,Maylee,0.3254266090773915,9527,5.333286129009418,17.261812207783684,17.25118706911695,11.694368282350158,0.6745733909226085,9527,5.333286129009418,11.234010387389446,0.6719720219827279,14011,0.9920696735821001
Shaylee,1880-2025,F,14598,28,20,3.1414278481675417,8.823969768486224,3.966034547678932,0.5169201260446636,Shaylee,0.48307987395533636,7546,4.749075215782984,18.548103814877397,18.528869669372426,8.823969768486224,0.5169201260446636,7546,4.749075215782984,8.10103692936688,0.5080572026508545,14335,0.9819838334018358
Jaylee,1880-2025,F,17862,28,20,3.1468244396292504,8.857038804539021,4.064258875360766,0.5256970104131676,Jaylee,0.47430298958683237,9390,4.684469824207816,18.37944342333187,18.363636017490286,8.857038804539021,0.5256970104131676,9390,4.684469824207816,8.090505525355638,0.5162726961288112,17514,0.9805172992945919
Kenisha,1880-2025,F,14831,38,16,3.58069463680983,11.964553361951923,7.441307755807538,0.7290135526936822,Kenisha,0.2709864473063178,10812,5.10086979974378,18.418433122564753,18.398092050673508,11.964553361951923,0.7290135526936822,10812,5.10086979974378,9.550633854657667,0.7144379707261617,14074,0.9489582630975659
Tanisha,1880-2025,F,46400,54,25,3.3948715534845326,10.518605543884487,4.931615478723259,0.5831896551724138,Tanisha,0.4168103448275862,27060,5.16375,19.67290850965762,19.66523095914327,10.518605543884487,0.5831896551724138,27060,5.16375,9.48810055194125,0.5754489177679238,45554,0.9817672413793104
Janine,1880-2025,F,107500,42,27,2.918303144135716,7.559564603300228,4.92859723411708,0.6882976744186047,Janine,0.3117023255813953,73992,3.608948837209302,14.326351973492445,14.323582962340668,7.559564603300228,0.6882976744186047,73992,3.608948837209302,7.355373720166978,0.687075084049309,107080,0.996093023255814
Janelle,1880-2025,F,108430,35,20,2.487762488776082,5.609073503463566,3.1724445852219794,0.475412708659965,Janelle,0.524587291340035,51549,2.85999262196809,12.618675726216743,12.616510360809276,5.609073503463568,0.47541270865996493,51549,2.85999262196809,5.489246509223535,0.47390375419676467,108119,0.9971317900949922
Janae,1880-2025,F,30938,18,11,1.9624887396423574,3.8973371456398285,2.561684766893928,0.41651044023530936,Janae,0.5834895597646906,12886,2.0319025147068333,8.633996688735632,8.629779300672528,3.8973371456398285,0.4165104402353093,12886,2.0319025147068333,3.7805792494668977,0.41385804273004745,30798,0.9954748206089599
Chanel,1880-2025,F,43953,30,15,2.7881583972621704,6.907474816691903,4.2592690930676635,0.5655131617864537,Chanel,0.4344868382135463,24856,3.215844197210657,12.240048738980988,12.236070376375709,6.907474816691903,0.5655131617864537,24856,3.215844197210657,6.555241201378426,0.5617642334258899,43577,0.991445407594476
Cadence,1880-2025,F,67887,31,23,2.833204069137771,7.126551183853185,4.709003912717544,0.6695980084552271,Cadence,0.33040199154477295,45457,3.33483583012948,13.458950814043094,13.455137920266678,7.126551183853185,0.6695980084552271,45457,3.33483583012948,6.963271216000933,0.6683914843287995,67640,0.9963616008956059
Maisie,1880-2025,F,36101,18,13,2.6288709823828778,6.185417524167876,4.390232848592524,0.6411733746987618,Maisie,0.3588266253012382,23147,2.8357386221988308,10.707911323606824,10.70437003890566,6.185417524167876,0.6411733746987618,23147,2.8357386221988308,6.078836306994951,0.6401966502791434,36003,0.9972853937564057
Jamir,1880-2025,F,42,2,0,0.998363672593813,1.9977328545029438,1.9954751131221722,0.47619047619047616,Jamere,0.5238095238095238,20,1.4761904761904763,,2.0,1.9977328545029438,0.47619047619047616,20,1.4761904761904763,0.0,0.0,0,0.0
Emmalyn,1880-2025,F,24509,20,13,2.9419935967215403,7.68472480355881,5.106683196912079,0.6390305602023747,Emmalyn,0.36096943979762536,15662,3.42657799175813,12.719842877138518,12.714149392891663,7.68472480355881,0.6390305602023746,15662,3.42657799175813,7.222864737548692,0.6346177673150787,24213,0.9879228038679668
Marilee,1880-2025,F,16930,10,8,2.4006859080731875,5.280541601983949,3.860492727940339,0.5608978145304193,Marilee,0.43910218546958063,9496,2.563910218546958,7.934703109768828,7.933092532870218,5.280541601983949,0.5608978145304194,9496,2.563910218546958,5.226068923352947,0.5601703940362087,16902,0.9983461311281748
Macy,1880-2025,F,96832,15,12,2.353993370076219,5.112373958777356,4.211756885176029,0.661795687376074,Macy,0.338204312623926,64083,2.480688202247191,7.901499003543245,7.900568818756935,5.112373958777356,0.661795687376074,64083,2.480688202247191,5.070805362258676,0.6613865481052577,96715,0.9987917217448777
Journey,1880-2025,F,56633,21,17,2.4591896187832996,5.4990774990323,3.884556454913857,0.6312750516483323,Journey,0.36872494835166775,35751,2.639574099906415,9.945983034489151,9.943268213046084,5.4990774990323,0.6312750516483322,35751,2.639574099906415,5.419569332610408,0.6304855605889015,56512,0.9978634365122808
Jacqueline,1880-2025,F,642745,52,34,1.9236558351797275,3.7938321078696653,2.15142419582756,0.33708080187321565,Jacqueline,0.6629191981267843,216657,2.2662051046682588,10.547849061731121,10.547491395153303,3.7938321078696644,0.33708080187321565,216657,2.2662051046682588,3.762016060803343,0.3364706908311713,642154,0.9990805062660931
Kaylin,1880-2025,M,26433,39,27,4.269887448643702,19.29142017084948,13.730167361592027,0.8248779934173193,Kalen,0.17512200658268073,21804,7.789467710816026,23.452748185580813,23.440686517205545,19.29142017084948,0.8248779934173193,21804,7.789467710816026,18.10947142857193,0.8223850817281866,26062,0.9859645140544017
Shaelyn,1880-2025,M,280,6,0,2.2293658875870257,4.68927825028018,4.167109599234613,0.6892857142857143,Shaylon,0.3107142857142857,193,2.392857142857143,5.982081392361568,5.955484287998683,4.68927825028018,0.6892857142857143,193,2.392857142857143,0.0,0.0,0,0.0
Shante,1880-2025,M,606,12,2,2.735767484749615,6.661132523849825,4.959967585089141,0.6435643564356436,Shante,0.3564356435643564,390,3.033003300330033,10.52815571549052,10.357219604311169,6.661132523849825,0.6435643564356436,390,3.033003300330033,1.8728044881378898,0.3207547169811321,318,0.5247524752475248
Charisse,1880-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kamiyah,1880-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kayson,1880-2025,M,96812,46,27,3.7830316280018668,13.765943875339785,10.228123383625038,0.8429843407842004,Kayson,0.15701565921579969,81611,5.650838738999298,18.050892509961187,18.047959244832658,13.765943875339785,0.8429843407842003,81611,5.650838738999298,13.111560541618784,0.8416793384298124,96014,0.9917572201793167
Kaliyah,1880-2025,M,5,1,0,-0.0,1.0,1.0,0.0,Kaliyah,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Daylen,1880-2025,M,16190,23,15,3.2170861078978894,9.29906786260076,6.571984256288133,0.7537986411365041,Daylen,0.24620135886349598,12204,4.056084002470661,14.817411365116927,14.804729200895917,9.29906786260076,0.753798641136504,12204,4.056084002470661,8.511714252615903,0.7490556534877865,15884,0.9810994441012971
Denisha,1880-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Shani,1880-2025,M,120,1,1,-0.0,1.0,1.0,0.0,Shawnee,1.0,0,1.0,1.0,1.0,1.0,0.0,0,1.0,1.0,0.0,120,1.0
Jaylen,1880-2025,M,122647,41,25,2.7244607484595282,6.6091317177086815,4.185149604393779,0.6664900079088767,Jaylen,0.3335099920911233,81743,3.241685487618939,13.26557325898497,13.263418126536838,6.6091317177086815,0.6664900079088767,81743,3.241685487618939,6.4508450454511,0.665368631172486,122236,0.9966489192560763
Janiece,1880-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Makiyah,1880-2025,M,82,2,0,0.9995708393473224,1.999405145487696,1.9988109393579074,0.4878048780487805,Macaiah,0.5121951219512195,40,1.4878048780487805,,2.0,1.999405145487696,0.4878048780487805,40,1.4878048780487805,0.0,0.0,0,0.0
Keshawn,1880-2025,M,18295,21,13,2.95580134313454,7.7586268583123985,5.303514543295934,0.6704564088548783,Keshawn,0.3295435911451216,12266,3.42552610002733,12.874496205203034,12.865309311148415,7.7586268583123985,0.6704564088548783,12266,3.42552610002733,7.158555671490528,0.6651671665000556,18006,0.984203334244329
Kian,1880-2025,M,17625,4,3,0.9087774931238801,1.8774539125574412,1.59182492855237,0.23648226950354612,Kian,0.7635177304964539,4168,1.262241134751773,2.973268427642723,2.9725311163765036,1.8774539125574412,0.2364822695035461,4168,1.262241134751773,1.8691118480800564,0.23604882202668176,17615,0.9994326241134752
Kiana,1880-2025,M,19,1,0,-0.0,1.0,1.0,0.0,Kiana,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Caitlin,1880-2025,M,928,9,4,2.4724305978521617,5.549780059373398,4.7476928165830525,0.6950431034482758,Caitlin,0.30495689655172414,645,2.654094827586207,7.567921975760731,7.5071605961742085,5.549780059373398,0.6950431034482759,645,2.654094827586207,3.8118525201450297,0.6453634085213033,798,0.8599137931034483
Michaela,1880-2025,M,244,5,1,1.3854845066881183,2.6125968268686752,2.099887133182844,0.3729508196721312,Makayla,0.6270491803278688,91,1.5286885245901638,4.887430941267242,4.781020673054657,2.6125968268686752,0.3729508196721312,91,1.5286885245901638,1.0,0.0,153,0.6270491803278688
Kaylee,1880-2025,M,794,10,3,2.5271338686738214,5.764253839650176,4.545189756603992,0.6523929471032746,Kalei,0.34760705289672544,518,2.6801007556675063,8.851310933993876,8.764173054318466,5.764253839650176,0.6523929471032746,518,2.6801007556675063,2.897550308220586,0.5422885572139303,603,0.7594458438287154
Carly,1880-2025,M,2180,6,4,1.6163467271291214,3.06597668704394,2.4273218249553854,0.4073394495412844,Carlie,0.5926605504587156,888,1.711467889908257,4.418460976192676,4.409841338902696,3.06597668704394,0.4073394495412844,888,1.711467889908257,2.9829832110275896,0.4046082949308756,2170,0.9954128440366973
Hailey,1880-2025,M,1193,6,2,1.21965201052501,2.3289053547575955,1.8300628130203611,0.29924559932942163,Haley,0.7007544006705784,357,1.4140821458507964,4.768241406284554,4.7230636717925085,2.3289053547575955,0.29924559932942163,357,1.4140821458507964,1.7512863642531233,0.24820143884892087,1112,0.9321039396479464
Christy,1880-2025,M,3307,7,4,1.6359785256752988,3.1079828128791567,2.3353277979466407,0.4073178107045661,Christy,0.5926821892954339,1347,1.7039612942243725,6.135700457821303,6.120697717550879,3.1079828128791562,0.4073178107045661,1347,1.7039612942243725,2.5908585077963515,0.3799430559949383,3161,0.955851224674932
Taylin,1880-2025,M,4933,11,5,2.100562991102966,4.288767153666467,3.324386922227931,0.5528076221366309,Taylen,0.44719237786336913,2727,2.1402797486316643,7.639234099021051,7.6191085754898715,4.288767153666467,0.5528076221366308,2727,2.1402797486316643,3.55338958424424,0.5330228619813717,4724,0.9576322724508413
Cambrie,1880-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Maylin,1880-2025,M,338,2,1,0.1454089744254024,1.106044149692505,1.0422771644922908,0.020710059171597628,Maylon,0.9792899408284024,7,1.0207100591715976,1.916419404320612,1.8766527845441003,1.106044149692505,0.020710059171597635,7,1.0207100591715976,1.0,0.0,331,0.9792899408284024
Braylen,1880-2025,M,41597,20,18,2.2779137276482406,4.849761254581006,3.1827676175276864,0.5481404909007861,Braylon,0.4518595090992139,22801,2.536384835444864,11.128062402316418,11.12280234565003,4.849761254581006,0.5481404909007861,22801,2.536384835444864,4.823605847832783,0.5477926139781066,41565,0.9992307137533957
Raylee,1880-2025,M,260,4,0,1.7958690487463351,3.472245725590665,3.1971244797578513,0.6230769230769231,Rayleigh,0.3769230769230769,162,1.9615384615384617,3.9999628041909547,3.99966596563144,3.472245725590665,0.6230769230769231,162,1.9615384615384617,0.0,0.0,0,0.0
Chantel,1880-2025,M,161,9,0,2.72298328883916,6.602366790502564,5.03027362701339,0.6335403726708074,Shantel,0.36645962732919257,102,3.1055900621118013,8.990087623558596,8.92631695270298,6.602366790502564,0.6335403726708074,102,3.1055900621118013,0.0,0.0,0,0.0
Jaycee,1880-2025,M,2922,7,3,1.5577860444054354,2.9440170862266615,2.5015261561900295,0.44798083504449004,Jaycee,0.55201916495551,1309,1.6700889801505818,4.313003686987906,4.300289463512041,2.9440170862266615,0.4479808350444901,1309,1.6700889801505818,2.654173513237794,0.43522408963585435,2856,0.9774127310061602
Lakeisha,1880-2025,M,48,2,0,0.8112781244591328,1.7547653506033232,1.6,0.25,Lakeisha,0.75,12,1.25,,1.9999999999996794,1.7547653506033232,0.25,12,1.25,0.0,0.0,0,0.0
Deshawn,1880-2025,M,45378,15,14,2.82794490748889,7.1006195400670205,5.0657349357882655,0.6457754859182864,Deshawn,0.3542245140817136,29304,3.166159813125303,11.198586101715707,11.196022553696075,7.1006195400670205,0.6457754859182864,29304,3.166159813125303,7.080369759308135,0.6456271081813973,45359,0.9995812949006126
Jerrell,1880-2025,M,26033,18,14,3.0981894553461067,8.563434067498823,6.553285429576754,0.72315906733761,Jerrell,0.27684093266239,18826,3.7062958552606307,12.21023002421723,12.204858973080569,8.563434067498823,0.7231590673376099,18826,3.7062958552606307,8.206087160488234,0.7207130401085061,25805,0.9912418852994277
Annalise,1880-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Aaliyah,1880-2025,M,149,2,1,0.8668936705568642,1.8237319134810952,1.6966755827283149,0.28859060402684567,Aaliyah,0.7114093959731543,43,1.2885906040268456,2.0,1.9999999999999982,1.8237319134810952,0.28859060402684567,43,1.2885906040268456,1.0,0.0,106,0.7114093959731543
Riley,1880-2025,M,123423,26,15,1.0294905832962586,2.0413033384007098,1.3724655300509676,0.14906459898074098,Riley,0.850935401019259,18398,1.4928984062938027,6.863870707075765,6.862795243668926,2.0413033384007098,0.14906459898074104,18398,1.4928984062938027,1.9918482993551712,0.14651984884807612,123055,0.9970183839316821
Jayden,1880-2025,M,423554,72,33,2.0868083510687345,4.248072390668424,2.4729166165608265,0.40033856367783094,Jayden,0.5996614363221691,169565,2.4518691831502006,11.094424451199497,11.093815982923973,4.248072390668424,0.40033856367783094,169565,2.4518691831502006,4.180353673089918,0.3992890490854134,422814,0.998252879207846
Kayden,1880-2025,M,371644,85,48,3.2271554150777435,9.364197840573329,6.7208977628902815,0.8019448719742549,Kayden,0.19805512802574507,298038,4.491241618322912,14.161017295934702,14.160164117089982,9.364197840573325,0.8019448719742549,298038,4.491241618322912,9.147317884797943,0.8013510267641478,370533,0.997010580017436
Mackenzie,1880-2025,M,10637,7,4,1.0858826961811048,2.1226738187977094,1.6877825230214911,0.26097583905236443,Mackenzie,0.7390241609476356,2776,1.3423897715521294,4.3424129780912235,4.337098065671917,2.1226738187977094,0.2609758390523644,2776,1.3423897715521294,2.0169116596092707,0.2546695742865269,10547,0.991538967754066
Brittany,1880-2025,M,1454,5,2,1.1276272995401293,2.1849909428684513,1.7053200808570983,0.2585969738651994,Brittany,0.7414030261348006,376,1.358321870701513,4.140040438420079,4.118171786895746,2.1849909428684513,0.2585969738651995,376,1.358321870701513,1.643230037460047,0.197319434102755,1343,0.9236588720770289
Sherry,1880-2025,M,1277,4,3,1.0607019203046564,2.0859461587300574,1.636179112624151,0.23570869224745494,Sherry,0.7642913077525451,301,1.342208300704777,3.593645388118841,3.578913980489075,2.0859461587300574,0.23570869224745497,301,1.342208300704777,1.9970073973173728,0.2290679304897314,1266,0.9913860610806577
Kira,1880-2025,M,53,3,0,1.411994609879331,2.6610481400759216,2.466198419666374,0.49056603773584906,Kira,0.5094339622641509,26,1.6226415094339623,,2.9999992949884886,2.6610481400759216,0.49056603773584906,26,1.6226415094339623,0.0,0.0,0,0.0
Katherine,1880-2025,M,4749,4,3,1.568392726111377,2.9657412349041734,2.8769353426254693,0.6159191408717625,Katherine,0.38408085912823753,2925,1.850494841019162,3.2089156524542055,3.206971709764507,2.9657412349041734,0.6159191408717625,2925,1.850494841019162,2.924854228749104,0.615027437737442,4738,0.9976837228890293
Kristen,1880-2025,M,7922,7,7,2.3581795021041008,5.127229593924047,4.574006344040207,0.7241858116637212,Christen,0.27581418833627874,5737,2.5734662963898005,6.58539491304378,6.581248985473837,5.127229593924047,0.7241858116637213,5737,2.5734662963898005,5.127229593924047,0.7241858116637212,7922,1.0
Carrie,1880-2025,M,96681,13,11,1.8146578583364146,3.517761951578061,2.759472005939831,0.483155945842513,Kerry,0.516844054157487,46712,1.8825208675954945,6.616439370758011,6.615262721555386,3.517761951578061,0.483155945842513,46712,1.8825208675954945,3.5001771840199654,0.4828028773999896,96615,0.9993173426009246
Megan,1880-2025,M,1410,4,2,0.9577038505085771,1.9422162613576397,1.5585875579541195,0.21702127659574466,Megan,0.7829787234042553,306,1.278014184397163,3.398803727350372,3.3867738320793013,1.9422162613576397,0.2170212765957447,306,1.278014184397163,1.5789416815702781,0.17054845980465816,1331,0.9439716312056737
Jocelyn,1880-2025,M,394,4,1,0.6340956936497161,1.5519646466147514,1.250793650793651,0.1091370558375635,Jocelyn,0.8908629441624365,43,1.1598984771573604,3.7190271732853484,3.6440706186238234,1.5519646466147514,0.10913705583756345,43,1.1598984771573604,1.0,0.0,351,0.8908629441624365
Madelyn,1880-2025,M,50,1,0,-0.0,1.0,1.0,0.0,Madelyn,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Adalyn,1880-2025,M,11,2,0,0.9940302114769565,1.9917412148051292,1.9836065573770496,0.4545454545454546,Adelyn,0.5454545454545454,5,1.4545454545454546,,2.0,1.9917412148051292,0.45454545454545453,5,1.4545454545454546,0.0,0.0,0,0.0
Crystal,1880-2025,M,1423,4,2,0.7922955036719255,1.7318278207400677,1.406281750962035,0.16795502459592415,Crystal,0.8320449754040758,239,1.2059030217849613,3.2672177772982938,3.2534665448169786,1.731827820740068,0.1679550245959241,239,1.2059030217849613,1.4945620576701626,0.1382823871906841,1374,0.9655657062543921
Kelsey,1880-2025,M,6523,7,3,0.9788466244359386,1.9708891338907903,1.4703302218543801,0.18411773723746738,Kelsey,0.8158822627625326,1201,1.3050743522918902,4.657777719785246,4.649271864127195,1.9708891338907903,0.1841177372374674,1201,1.3050743522918902,1.7333102825449533,0.1638648860958366,6365,0.9757780162501917
Casey,1880-2025,M,133339,11,4,0.6726392846248114,1.59398636068417,1.2898869361954355,0.12497468857573557,Casey,0.8750253114242644,16664,1.1648954919415924,3.3999946756021515,3.3997625115074266,1.59398636068417,0.12497468857573553,16664,1.1648954919415924,1.5726109495755372,0.12361415737764025,133132,0.9984475659784459
Aidan,1880-2025,M,530632,36,35,2.2356984592168283,4.70990662781328,3.1615352778925194,0.5142302009679025,Aiden,0.48576979903209755,272867,2.473904702317237,10.01968207521352,10.019261962860371,4.70990662781328,0.5142302009679024,272867,2.473904702317237,4.7037310745379015,0.5141523748131644,530547,0.9998398136561685
Muhammad,1880-2025,M,81916,8,8,2.3787694093291143,5.200929238212354,4.673155471304784,0.7318960886762049,Muhammad,0.26810391132379513,59954,2.659736803554861,6.802061299922858,6.801578791718542,5.200929238212354,0.7318960886762049,59954,2.659736803554861,5.200929238212354,0.7318960886762049,81916,1.0
Alistair,1880-2025,M,9292,8,7,2.2591474805304808,4.787085191112073,3.718164660865198,0.560051657339647,Alistair,0.439948342660353,5204,2.3543908738699955,7.256068949805262,7.250685853369055,4.787085191112073,0.560051657339647,5204,2.3543908738699955,4.600436284697774,0.55574875027168,9202,0.990314248816186
Kane,1880-2025,M,39880,10,8,2.2116116088951827,4.631924086443568,3.3348636159231417,0.510506519558676,Kane,0.48949348044132396,20359,2.2973921765295886,7.3999658358776825,7.398850673448011,4.631924086443568,0.510506519558676,20359,2.2973921765295886,4.590360685192846,0.5098305084745762,39825,0.9986208625877633
Reese,1880-2025,M,57358,7,6,1.7270301755719477,3.3104565054697743,3.064525748675114,0.6170019875169985,Reece,0.3829980124830015,35390,1.9299836117019422,4.490332906035539,4.489582944632516,3.3104565054697743,0.6170019875169985,35390,1.9299836117019422,3.2811008863703015,0.616467055413946,57278,0.9986052512291224
Shay,1880-2025,M,16010,5,5,1.5980833220347956,3.0274084271488566,2.53155209267879,0.4667707682698313,Shea,0.5332292317301687,7473,1.6800749531542787,4.587678955725214,4.586352975633056,3.0274084271488566,0.4667707682698314,7473,1.6800749531542787,3.0274084271488566,0.4667707682698313,16010,1.0
Blaze,1880-2025,M,21296,7,5,1.8170574376006827,3.523617778491584,2.9247631766587086,0.5882794891059353,Blaise,0.41172051089406464,12528,1.9219571750563487,5.324052614578617,5.323095047168251,3.5236177784915834,0.5882794891059354,12528,1.9219571750563487,3.443411925431849,0.5866295789920324,21211,0.9960086401202104
Darryl,1880-2025,M,358541,14,11,2.035108164149257,4.0985345628111345,3.30055701813828,0.554399636303798,Darrell,0.4456003636962021,198775,2.0700477769627463,6.604468810260818,6.604225096017306,4.0985345628111345,0.5543996363037978,198775,2.0700477769627463,4.085359799602142,0.5542305492389894,358405,0.9996206849425867
Tory,1880-2025,M,18909,8,8,2.348430519520978,5.0926992440290535,4.085929130469139,0.6303347612248136,Tory,0.3696652387751864,11919,2.4366703686075413,7.564835138920871,7.562781777200679,5.0926992440290535,0.6303347612248136,11919,2.4366703686075413,5.0926992440290535,0.6303347612248136,18909,1.0
Jeri,1880-2025,M,631478,10,7,0.1937231403746487,1.1437114688007504,1.0533698888757959,0.02593281159438654,Jerry,0.9740671884056135,16376,1.032998774304093,2.1925307714331495,2.1924907049608127,1.1437114688007504,0.025932811594386502,16376,1.032998774304093,1.143011230211575,0.025881905787519144,631445,0.9999477416473733
Terri,1880-2025,M,426120,5,5,0.04166883537011056,1.0293037839233536,1.007532226742084,0.0037477705810570194,Terry,0.996252229418943,1597,1.006462968177978,1.3488196911142545,1.3487820100154173,1.0293037839233536,0.003747770581056979,1597,1.006462968177978,1.0293037839233536,0.0037477705810570194,426120,1.0
Shawn,1880-2025,M,802050,6,6,1.3436723562880715,2.5379653211704514,2.31060972039941,0.47180724393741036,Sean,0.5281927560625896,378413,1.5647727697774454,3.168319075334986,3.1683089170064718,2.537965321170451,0.47180724393741036,378413,1.5647727697774454,2.5379653211704514,0.47180724393741036,802050,1.0
Lindsey,1880-2025,M,14067,8,5,1.4560757316004336,2.7436105941508298,2.282329756042874,0.4501315134712448,Lindsey,0.5498684865287552,6332,1.6064548233454183,5.066038818146234,5.062817000803577,2.7436105941508298,0.45013151347124475,6332,1.6064548233454183,2.6774023264164013,0.44805194805194803,14014,0.9962323167697448
Bailey,1880-2025,M,23636,8,6,0.5828136626692354,1.4977674714891,1.180071332297788,0.08030123540362155,Bailey,0.9196987645963784,1898,1.1908106278558133,4.772007350674458,4.768729380046,1.4977674714891,0.0803012354036216,1898,1.1908106278558133,1.4794255695867387,0.07882023900330537,23598,0.9983922829581994
Jamie,1880-2025,M,173543,11,8,1.4541641003967176,2.739977602952035,2.3107738893225256,0.48915254432619004,Jamie,0.51084745567381,84889,1.6391557135695476,5.16940683106981,5.169020190136886,2.739977602952035,0.48915254432619004,84889,1.6391557135695476,2.73194442078394,0.48898470193560284,173486,0.9996715511429444
Lori,1880-2025,M,3726,9,6,2.072326916377352,4.205644532334693,2.9409994216751083,0.475577026301664,Laurie,0.524422973698336,1772,2.134460547504026,7.725899812411021,7.713750171937633,4.205644532334693,0.475577026301664,1772,2.134460547504026,3.6415384333921157,0.45449469570072587,3582,0.961352657004831
Nikki,1880-2025,M,11998,6,6,1.7079285243180466,3.2669141071580907,2.334893064521759,0.37697949658276375,Nicky,0.6230205034172362,4523,1.796799466577763,5.7744925561898945,5.772453653059218,3.2669141071580907,0.3769794965827638,4523,1.796799466577763,3.2669141071580907,0.37697949658276375,11998,1.0
Vicki,1880-2025,M,1262,4,4,1.8947071708354475,3.718464943225927,3.5377937713803367,0.6513470681458002,Vicky,0.3486529318541997,822,2.1061806656101427,3.9999953427599704,3.999992177413584,3.718464943225927,0.6513470681458003,822,2.1061806656101427,3.718464943225927,0.6513470681458002,1262,1.0
Cory,1880-2025,M,347283,14,12,1.5829103963208395,2.995735802300613,2.37610211978164,0.46723565507093634,Corey,0.5327643449290637,162263,1.7210286711414033,6.155745832017735,6.1554621534859235,2.995735802300613,0.4672356550709364,162263,1.7210286711414033,2.99277819219868,0.4671804220050857,347247,0.9998963381449711
Cody,1880-2025,M,329757,12,11,0.7363194461870582,1.6659203743855937,1.2663474612054297,0.11447217193266557,Cody,0.8855278280673344,37748,1.2435490376246752,5.018196772945354,5.017882359864618,1.6659203743855937,0.11447217193266557,37748,1.2435490376246752,1.6655747294592331,0.11445605926896352,329751,0.9999818047835224
Sydney,1880-2025,M,93606,2,2,0.47046359443440533,1.3855546295649508,1.2206158146937907,0.10046364549281028,Sidney,0.8995363545071897,9404,1.1004636454928103,1.9999749212931643,1.9999747726290933,1.3855546295649508,0.1004636454928103,9404,1.1004636454928103,1.3855546295649508,0.10046364549281028,93606,1.0
Annabel,1880-2025,M,45,2,0,0.7642045065086203,1.6984332340231805,1.5283018867924527,0.2222222222222222,Anabel,0.7777777777777778,10,1.2222222222222223,,1.9999999999878226,1.6984332340231807,0.2222222222222222,10,1.2222222222222223,0.0,0.0,0,0.0
Isabel,1880-2025,M,2077,4,2,0.5955523912016824,1.5110510387348548,1.2729288083520143,0.12036591237361582,Isabel,0.8796340876263842,250,1.1348098218584497,2.847817335870073,2.8341687893490466,1.5110510387348548,0.1203659123736158,250,1.1348098218584497,1.413093275892003,0.10964912280701755,2052,0.9879634087626384
Eleanor,1880-2025,M,645,1,1,-0.0,1.0,1.0,0.0,Eleanor,1.0,0,1.0,1.0,1.0,1.0,0.0,0,1.0,1.0,0.0,645,1.0
Rachel,1880-2025,M,1972,2,2,0.44239998316345075,1.3588629732858513,1.2000782609286018,0.0917849898580122,Rachel,0.9082150101419878,181,1.091784989858012,1.9999493426978958,1.999934102714611,1.3588629732858513,0.09178498985801217,181,1.091784989858012,1.3588629732858513,0.0917849898580122,1972,1.0
Sofia,1880-2025,M,698,2,2,0.8384471534902932,1.7881244558165519,1.6454591509338377,0.2679083094555874,Sophia,0.7320916905444126,187,1.2679083094555874,1.9999999999999984,1.9999999999999714,1.7881244558165519,0.2679083094555874,187,1.2679083094555874,1.7881244558165519,0.2679083094555874,698,1.0
Lee,1880-2025,M,238734,2,2,0.1491865249442163,1.1089440088622844,1.0436983809146165,0.02139200951686815,Lee,0.9786079904831319,5107,1.021392009516868,1.8850050273057137,1.8849528798567494,1.1089440088622844,0.021392009516868146,5107,1.021392009516868,1.1089440088622844,0.02139200951686815,238734,1.0
Zachary,1880-2025,M,645471,21,20,0.9484870620043183,1.9298477867271504,1.3585570411140744,0.14519474926061748,Zachary,0.8548052507393825,93719,1.3848832867781822,5.799288075304139,5.799148061899307,1.9298477867271504,0.14519474926061743,93719,1.3848832867781822,1.927196890523729,0.1450662716502369,645374,0.9998497221408863
Nicholas,1880-2025,M,1104633,29,29,0.9486109725200038,1.9300135450455216,1.4025007289992724,0.1616699845106927,Nicholas,0.8383300154893073,178586,1.3498944898441383,5.02545982778051,5.025395139216411,1.9300135450455216,0.1616699845106927,178586,1.3498944898441383,1.9300135450455216,0.1616699845106927,1104633,1.0
Michael,1880-2025,M,4602324,15,15,0.26801081914486535,1.2041464114042835,1.0795734097075853,0.038148335493111696,Michael,0.9618516645068883,175571,1.055766825629834,2.4057768508553203,2.405771062135816,1.2041464114042835,0.038148335493111744,175571,1.055766825629834,1.2041464114042835,0.038148335493111696,4602324,1.0
Christopher,1880-2025,M,2173932,17,17,0.38031976724205563,1.301630324317223,1.1022634762016248,0.04799414149108616,Christopher,0.9520058585089138,104336,1.1138756870040094,3.5685772585654227,3.568542112700699,1.301630324317223,0.0479941414910862,104336,1.1138756870040094,1.301630324317223,0.04799414149108616,2173932,1.0
Stephanie,1880-2025,M,2686,3,1,0.1379253730267714,1.100321691030068,1.036443181775737,0.017870439314966458,Stephanie,0.9821295606850335,48,1.0197319434102756,1.9798249704454325,1.970875001008561,1.100321691030068,0.017870439314966492,48,1.0197319434102756,1.0,0.0,2638,0.9821295606850335
Tyreek,1880-2025,M,9059,11,7,2.5880846300814744,6.012998631044927,5.305680532860083,0.7376090076167348,Tyreek,0.26239099238326524,6682,2.8961254001545425,7.660426505446107,7.655316155141274,6.012998631044927,0.7376090076167348,6682,2.8961254001545425,5.698919914427169,0.7343243545322454,8947,0.9876366044817309
Rashawn,1880-2025,M,11620,8,3,1.5458117049188727,2.9196829305056062,2.482222501733289,0.44853700516351114,Rashawn,0.5514629948364889,5212,1.6635972461273667,4.392318180703184,4.387720208117618,2.9196829305056062,0.4485370051635112,5212,1.6635972461273667,2.6527308728999666,0.4385841948484317,11414,0.9822719449225473
Tyesha,1880-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Akilah,1880-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Myesha,1880-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Deonte,1880-2025,M,17283,9,7,2.0351025269494776,4.098518548191038,3.2229260915060975,0.5256610542151248,Deonte,0.4743389457848753,9085,2.065787189724006,6.4479357065107346,6.444927361575817,4.098518548191038,0.5256610542151247,9085,2.065787189724006,4.02639194200589,0.5241743571884614,17229,0.9968755424405485
Devonte,1880-2025,M,33670,26,14,2.709309392966678,6.540085030561071,4.640635376041487,0.6503415503415504,Devonte,0.34965844965844967,21897,2.9477279477279477,11.056910462088515,11.052351010164585,6.540085030561071,0.6503415503415504,21897,2.9477279477279477,6.229026382488741,0.6474516380188058,33394,0.9918027918027918
Trevon,1880-2025,M,23744,16,11,1.6726243335340327,3.187939683601362,2.2458251482399265,0.3960579514824798,Trevon,0.6039420485175202,9404,1.8547843665768193,8.18966713777531,8.18272477901551,3.187939683601362,0.3960579514824798,9404,1.8547843665768193,3.098996023736114,0.39345233059808815,23642,0.9957041778975741
Sherilyn,1880-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jerilyn,1880-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Georgeann,1880-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Annalee,1880-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Nisha,1880-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jessalyn,1880-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Lilyann,1880-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Maylee,1880-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Shaylee,1880-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jaylee,1880-2025,M,129,1,1,-0.0,1.0,1.0,0.0,Jaylee,1.0,0,1.0,1.0,1.0,1.0,0.0,0,1.0,1.0,0.0,129,1.0
Kenisha,1880-2025,M,5,1,0,-0.0,1.0,1.0,0.0,Kenisha,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Tanisha,1880-2025,M,21,1,0,-0.0,1.0,1.0,0.0,Tanisha,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Janine,1880-2025,M,28,3,0,1.5353095429737658,2.8985061425117475,2.8201438848920866,0.6071428571428572,Janine,0.39285714285714285,17,1.8214285714285714,,2.9999999999663904,2.8985061425117475,0.6071428571428571,17,1.8214285714285714,0.0,0.0,0,0.0
Janelle,1880-2025,M,141,3,0,1.3473478496066538,2.5444394318032,2.221589004358029,0.3900709219858156,Janelle,0.6099290780141844,55,1.5531914893617023,2.9999999999999987,2.999999981530926,2.5444394318032,0.3900709219858156,55,1.5531914893617023,0.0,0.0,0,0.0
Janae,1880-2025,M,16,3,0,1.579434002924965,2.9885258109664425,2.9767441860465116,0.625,Janae,0.375,10,1.9375,,3.0,2.9885258109664425,0.625,10,1.9375,0.0,0.0,0,0.0
Chanel,1880-2025,M,97,2,0,0.5399357331112666,1.4539077495030552,1.2768353915049533,0.12371134020618557,Chanel,0.8762886597938144,12,1.1237113402061856,,1.999998160418028,1.4539077495030552,0.12371134020618557,12,1.1237113402061856,0.0,0.0,0,0.0
Cadence,1880-2025,M,5783,12,6,2.2695290945782536,4.821657232341047,3.913949401194136,0.6325436624589313,Cadence,0.36745633754106866,3658,2.332526370395988,7.160674875914639,7.149850670516463,4.821657232341047,0.6325436624589313,3658,2.332526370395988,4.464759196309549,0.6271275662396911,5699,0.9854746671277883
Maisie,1880-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jamir,1880-2025,M,21292,21,13,2.7432688071611344,6.695857416991917,4.120228976587264,0.5625587074957731,Jamir,0.4374412925042269,11978,3.1236614690963744,12.388097628255876,12.380600884643295,6.695857416991917,0.5625587074957731,11978,3.1236614690963744,6.261203354039705,0.5568771111851183,21019,0.9871782829231637
Emmalyn,1880-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Marilee,1880-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Macy,1880-2025,M,643,4,1,0.7470972421745083,1.678412400664997,1.3267602198810742,0.1368584758942457,Macy,0.8631415241057543,88,1.2037325038880249,3.6341374546418477,3.6009936842892882,1.678412400664997,0.1368584758942457,88,1.2037325038880249,1.0,0.0,555,0.8631415241057543
Journey,1880-2025,M,2272,7,2,0.6831600246180001,1.6056528675547839,1.265404298171556,0.11487676056338025,Journey,0.8851232394366197,261,1.1866197183098592,4.218528233883896,4.187968598394536,1.6056528675547839,0.11487676056338028,261,1.1866197183098592,1.3311126120169563,0.08299133606931142,2193,0.9652288732394366
Jacqueline,1880-2025,M,1727,6,3,1.0846620114663656,2.120878554011378,1.5161636983359215,0.19455703532136648,Jacqueline,0.8054429646786335,336,1.4163288940359005,5.001044233127017,4.983099686059237,2.120878554011378,0.19455703532136653,336,1.4163288940359005,1.6196682434590344,0.13225202744853404,1603,0.9281991893456861
Kaylin,1880-2020,ALL,154349,55,45,4.599367335820393,24.240832415463405,17.257541475372832,0.8766302340799098,Kaylin,0.12336976592009019,135307,9.545497541286306,27.639641368507554,27.63661292758065,19.046753992215105,0.8528205560126726,131632,7.601312609735081,24.045876101226792,0.8764781816176804,154159,0.9987690234468639
Shaelyn,1880-2020,ALL,16722,28,14,3.55996612141791,11.793876781312388,9.096474023196645,0.7988876928597057,Shaelyn,0.2011123071402942,13359,4.9038392536777895,15.635934643914672,15.624589591891324,11.219078881190292,0.7936849659131683,13272,4.71558426025595,10.242758846748455,0.7920994065281899,16176,0.9673484033010405
Shante,1880-2020,ALL,24041,26,19,3.6462047417429657,12.520365223886738,8.54560173026463,0.7495528472193336,Shante,0.25044715278066637,18020,5.383178736325444,17.24877153118864,17.2421036240065,12.377123545272253,0.7495528472193337,18020,5.350401397612412,12.06212033223776,0.7476847001634329,23863,0.9925959818643151
Charisse,1880-2020,ALL,26180,44,26,4.059009464989238,16.668004216391406,10.542523603578504,0.7979373567608862,Charisse,0.20206264323911383,20890,6.922077922077922,22.400956522243785,22.38790672143994,16.668004216391406,0.7979373567608862,20890,6.922077922077922,15.028788716848007,0.7933270823566182,25596,0.9776928953399542
Kamiyah,1880-2020,ALL,968,9,4,2.3886574667028513,5.236698216469346,4.5626138189609,0.703512396694215,Camaya,0.2964876033057851,681,2.634297520661157,7.581997092602846,7.505867618952105,5.236698216469346,0.7035123966942148,681,2.634297520661157,3.943408178245481,0.6771653543307087,889,0.9183884297520661
Kayson,1880-2020,ALL,69280,44,26,3.7255719264646823,13.228448194491929,9.718984232529746,0.8268475750577368,Kason,0.17315242494226327,57284,5.453175519630485,17.791863157813946,17.787743172000468,12.95203159534106,0.8221564665127021,56959,5.349610277136259,12.655218664673269,0.8255634724443798,68770,0.9926385681293303
Kaliyah,1880-2020,ALL,15399,15,11,2.0050582831959765,4.0140491536637315,2.3276215698030223,0.36288070653938564,Kaliyah,0.6371192934606144,5588,2.2301448145983507,10.118622909392672,10.108310949846787,4.013461529273527,0.3628807065393857,5588,2.2301448145983507,3.700213013604932,0.3524092409240924,15150,0.9838301188388856
Daylen,1880-2020,ALL,20438,26,18,3.5775789771538786,11.938742465193808,9.050281348087525,0.8247382327037871,Daylen,0.17526176729621293,16856,5.03136314707897,16.654857007810786,16.643489330767235,8.800119711081065,0.7700851355318524,15739,3.8787552598101573,11.076340017554841,0.8216224291618943,20081,0.9825325374302769
Denisha,1880-2020,ALL,16162,43,22,3.910473918819009,15.037302862401027,8.609438514572817,0.7343150600173246,Denisha,0.2656849399826754,11868,6.497834426432372,22.36377600431916,22.339720409197344,15.037302862401027,0.7343150600173246,11868,6.497834426432372,12.501984097319333,0.7221611129084439,15455,0.9562554139339191
Shani,1880-2020,ALL,5651,11,6,1.6440547874489293,3.1254302090411183,1.9247083793081772,0.29074500088479915,Shawnee,0.7092549991152008,1643,1.8626791718279951,8.089357964904009,8.07548053595229,3.1024209873306368,0.29074500088479915,1643,1.8626791718279951,2.6307350987575986,0.26242178873757827,5434,0.9615997168642718
Jaylen,1880-2020,ALL,186285,58,34,3.6934746571696486,12.937389696136542,8.339828356465397,0.7836326059532437,Jaylen,0.2163673940467563,145979,5.450224118957511,18.542690964825876,18.54114511287342,9.172594040585253,0.7264567732238237,135328,4.354048903561747,12.601624781307235,0.782791920846716,185564,0.9961295863864509
Janiece,1880-2020,ALL,10587,22,9,2.9539452566375144,7.7486514840472145,5.416650650471761,0.7026541985453858,Janiece,0.29734580145461414,7439,3.436384244828563,12.557681116757257,12.540849642192157,7.7486514840472145,0.7026541985453858,7439,3.4363842448285635,6.178621646332387,0.6865166301533558,10042,0.9485217719845093
Makiyah,1880-2020,ALL,1489,8,5,2.6128197241520223,6.116980699959305,5.302759819854726,0.6877098723975823,Makaiya,0.31229012760241776,1024,2.9603760913364674,7.290573014249463,7.281402178589818,5.893050276999436,0.6762928139691068,1007,2.869711215580927,4.608643536179996,0.6439509954058193,1306,0.8770987239758227
Keshawn,1880-2020,ALL,18082,21,13,2.9495088956287248,7.724860582448972,5.234680566524779,0.6619289901559562,Keshawn,0.3380710098440438,11969,3.415496073443203,12.898437257128343,12.889113250445952,7.617656178184545,0.6619289901559562,11969,3.4055414224090255,7.121396982816292,0.6564379250266958,17793,0.9840172547284592
Kian,1880-2020,ALL,13371,4,3,0.9624797820998352,1.9486564737782464,1.6600729925116338,0.2592924986911974,Kian,0.7407075013088026,3467,1.2892827761573555,3.017417692396631,3.0165566300761215,1.9481345224514846,0.25929249869119736,3467,1.2892827761573555,1.9377040340985168,0.25873811840431105,13361,0.9992521127813926
Kiana,1880-2020,ALL,54744,31,21,2.874972402667449,7.335892015919625,4.069375255793485,0.5465439134882362,Kiana,0.45345608651176383,29920,3.504110039456379,14.20253824392998,14.19838375138641,7.333878184321144,0.5465439134882362,29920,3.504110039456379,7.0677240867741435,0.5438525569173664,54421,0.9940998100248429
Caitlin,1880-2020,ALL,628494,56,41,3.097796797202678,8.56110367577872,6.081174183156736,0.7380165920438382,Kaitlyn,0.2619834079561619,463839,3.7748920435199063,13.303553514445928,13.303195169359904,8.555850233043671,0.7379354456844457,463788,3.7736143861357467,8.497799732181702,0.7377804461658024,627928,0.9990994345212524
Michaela,1880-2020,ALL,299823,99,53,3.1903478705572925,9.128310530005933,5.163991813355049,0.6506905741053888,Makayla,0.34930942589461117,195092,4.648359198593837,16.83066742308548,16.829299027320456,9.125231947548457,0.6506905741053889,195092,4.648129062813727,8.83338727801505,0.649172936360652,298526,0.9956741143941592
Kaylee,1880-2020,ALL,335583,65,54,3.6131698983531897,12.23693121508688,5.449788574514689,0.6050068090457502,Kaylee,0.3949931909542498,203030,6.053795931259927,21.900021907894537,21.89862781890505,12.183328092440869,0.6048727140528573,202985,6.030216071731881,12.134147313167093,0.6045590284096503,335203,0.9988676422822372
Carly,1880-2020,ALL,184352,19,19,3.201210802364398,9.197302568953132,6.06199920087546,0.6479777816351329,Carly,0.3520222183648672,119456,4.306305328935949,13.015141568353089,13.014737112953984,9.060026897539377,0.6418373546259329,118324,4.291388213851762,9.197302568953132,0.6479777816351329,184352,1.0
Hailey,1880-2020,ALL,477493,26,25,2.568492434887313,5.931892425674036,3.9919434388671537,0.6492576854529805,Hailey,0.35074231454701954,310016,2.8340939029472683,11.471371901703243,11.470990282912245,5.926654571797421,0.6480618564041777,309445,2.8328917910838483,5.927148090221192,0.6492246276034248,477448,0.9999057577807423
Christy,1880-2020,ALL,371320,29,19,2.7218482305970575,6.597174339307438,5.4948743749799265,0.7298179467844447,Christy,0.27018205321555533,270996,3.0465205213831736,8.990146916553696,8.98988369582923,6.568044268760268,0.7298179467844447,270996,3.0422492728643755,6.542162651116035,0.7295397074443708,370938,0.9989712377464182
Taylin,1880-2020,ALL,13757,16,10,3.142220802511888,8.828821055981148,7.474484607060141,0.7909427927600494,Taylin,0.20905720723995058,10881,3.93327033510213,10.945160259136362,10.940105545616603,6.918626411005982,0.7200697826561023,9906,3.3353928908919097,8.243148794131043,0.7875923190546529,13540,0.9842262121101985
Cambrie,1880-2020,ALL,9728,12,10,3.038755167949205,8.217816795002042,7.0397419589044565,0.7903988486842105,Cambree,0.20960115131578946,7689,3.7121710526315788,10.370530443150088,10.363182398501717,8.217816795002042,0.7903988486842105,7689,3.7121710526315788,7.787783113203543,0.7874491816949859,9593,0.9861225328947368
Maylin,1880-2020,ALL,7918,10,8,2.5971799983347235,6.051026900459293,4.934203043408114,0.6908310179338217,Maylin,0.3091689820661783,5470,2.8337964132356657,8.433973777605358,8.429443603724811,5.17415539689714,0.6530689568072746,5171,2.5728719373579185,5.872319206348983,0.688905833015631,7869,0.9938115685779237
Braylen,1880-2020,ALL,59063,21,21,2.9763755165392682,7.870064810877946,5.751819800724895,0.7165399657992313,Braylon,0.28346003420076865,42321,3.4971301830249057,12.807964358361032,12.80452731983773,5.004376949253257,0.5577264954370756,32941,2.557472529333085,7.870064810877946,0.7165399657992313,59063,1.0
Raylee,1880-2020,ALL,12739,18,15,3.0176562408353664,8.09850855112841,5.6281200968531735,0.6783106994269565,Raylee,0.3216893005730434,8641,3.5996546039720543,13.460576753899343,13.446422275158401,7.996317007716011,0.6783106994269565,8641,3.572258419028181,7.737801896094021,0.6748651221834339,12604,0.9894026218698485
Chantel,1880-2020,ALL,49485,20,20,3.056758287685138,8.321007895333892,5.820724213676391,0.6988784480145498,Chantel,0.30112155198545015,34584,3.643002930180863,13.59305789170257,13.588773437010557,8.304334551656108,0.6979084571082146,34536,3.6387188036778824,8.321007895333892,0.6988784480145498,49485,1.0
Jaycee,1880-2020,ALL,40829,17,13,2.9846603550046313,7.915389559509833,6.330882116558962,0.7292855568346028,Jaycee,0.27071444316539717,29776,3.5146586984741237,10.69489015423614,10.692788284457063,7.616347825754975,0.7292855568346028,29776,3.462073526170124,7.789672357246134,0.7285542375795083,40719,0.9973058365377551
Lakeisha,1880-2020,ALL,35428,15,15,2.4553786455387745,5.484570495435672,3.765241357706459,0.6370667268826917,Lakeisha,0.36293327311730833,22570,2.6785875578638367,10.536975728617767,10.533269146168372,5.481135994220954,0.6370667268826916,22570,2.6785875578638367,5.484570495435672,0.6370667268826917,35428,1.0
Deshawn,1880-2020,ALL,45958,15,14,2.80598990081177,6.993380007886129,4.941246154899123,0.63790852517516,Deshawn,0.36209147482484005,29317,3.131359066974194,11.190646429483898,11.188081045385347,6.91796073994851,0.63790852517516,29317,3.117476826667827,6.973606970998391,0.6377587670606675,45939,0.9995865790504374
Jerrell,1880-2020,ALL,25675,18,14,3.095231730141155,8.545895822375533,6.511097073653283,0.7201947419668939,Jerrell,0.27980525803310613,18491,3.7005258033106134,12.239278596591944,12.23379088187603,8.517163683978035,0.7201947419668938,18491,3.6940214216163585,8.185241023720874,0.7176877431524344,25447,0.9911197663096397
Annalise,1880-2020,ALL,34157,20,20,2.7902403998795378,6.917450426481201,4.558406479658487,0.6068448634247738,Annalise,0.39315513657522616,20728,3.202681734344351,12.457482191243596,12.451152889381415,6.917450426481201,0.6068448634247738,20728,3.202681734344351,6.917450426481201,0.6068448634247738,34157,1.0
Aaliyah,1880-2020,ALL,200215,39,39,2.6970474104578823,6.484734059668996,3.5439085578326206,0.5255600229753016,Aaliyah,0.4744399770246984,105225,3.4622380940488973,14.445179663332267,14.443502028504199,6.4829777924784775,0.5255600229753016,105225,3.4622380940488973,6.484734059668996,0.5255600229753016,200215,1.0
Riley,1880-2020,ALL,363584,58,29,2.110441969482371,4.318235634462008,2.5612392781025926,0.40816427565569446,Riley,0.5918357243443055,148402,2.3581455729625067,10.15035185868299,10.149806488785522,3.8936807702222356,0.4081642756556944,148402,2.2848970251716247,4.226058336945456,0.406656372359786,362660,0.9974586340433023
Jayden,1880-2020,ALL,454776,74,36,2.376457962883973,5.192603123680038,2.9109564650324544,0.45768686122398716,Jayden,0.5423131387760128,208145,2.8323020563969954,12.623717897950188,12.62312234894977,4.824877135674374,0.4576868612239872,208145,2.6780942705859587,5.111664724025703,0.4567192256688827,453966,0.9982189033722096
Kayden,1880-2020,ALL,338910,84,48,3.304527098233627,9.880109959724113,6.93848971243525,0.8065386090702547,Kayden,0.19346139092974535,273344,4.666640110943908,15.019992965631932,15.019004293603844,9.551763818363767,0.7894337729780768,267547,4.553548139624089,9.619959909289811,0.8058603720175527,337726,0.9965064471393585
Mackenzie,1880-2020,ALL,265245,27,27,1.9784470209954814,3.940686609470288,2.771236683393909,0.47293634187260836,Mackenzie,0.5270636581273916,125444,2.204935060038832,8.703539137901323,8.702721953890453,3.912378487733953,0.47293634187260836,125444,2.2002827574506587,3.940686609470288,0.47293634187260836,265245,1.0
Brittany,1880-2020,ALL,539573,42,42,1.9038151988165264,3.7420146294335366,2.109243942005719,0.33246103863610665,Brittany,0.6675389613638933,179387,2.3774540238299546,10.970940683928688,10.970427132652897,3.741069350467573,0.3324610386361067,179387,2.377442903925882,3.7420146294335366,0.33246103863610665,539573,1.0
Sherry,1880-2020,ALL,426497,12,12,1.9062397639856898,3.748308673634602,2.7879119509059804,0.45887778812043223,Sherry,0.5411222118795678,195710,1.9387264154261343,6.5601786810359215,6.559985042227787,3.7465745657692273,0.4588777881204323,195710,1.9387264154261343,3.748308673634602,0.45887778812043223,426497,1.0
Kira,1880-2020,ALL,100899,14,14,2.2100361855475374,4.626868784873388,3.6381461009576768,0.632999335969633,Kira,0.367000664030367,63869,2.310567993736311,8.316919616710376,8.315646681386719,4.626246430032649,0.632999335969633,63869,2.31044906292431,4.626868784873388,0.632999335969633,100899,1.0
Katherine,1880-2020,ALL,1891111,21,18,2.0224384838653258,4.062699007620192,3.355253993084156,0.6484796503219536,Catherine,0.3515203496780464,1226347,2.2032593538930287,7.345256583105392,7.345183100718615,4.062040414786173,0.648478592742573,1226345,2.2032582963136482,4.060118867644976,0.6484573432660441,1890991,0.9999365452371648
Kristen,1880-2020,ALL,457425,18,14,1.7697706335511763,3.4099973865373108,2.561469447703246,0.5185330928567524,Kristen,0.4814669071432475,237190,1.9403924140569493,7.926709360058482,7.926422082435205,3.3684932236617176,0.5185330928567524,237190,1.936824616057277,3.4020638333828623,0.5184088588191302,457307,0.999742034213259
Carrie,1880-2020,ALL,588020,18,16,2.5885921926840476,6.015114469858238,3.8822054621230033,0.5455766810652699,Carrie,0.4544233189347301,320810,2.8463640692493453,10.586148853150279,10.585956876490535,4.7480106924513965,0.4630233665521581,272267,2.4261946872555353,6.0093618247157,0.5455272163223098,587956,0.9998911601646202
Megan,1880-2020,ALL,611828,20,20,1.413142919116684,2.6631670373389693,1.8340659026050803,0.2821626339428729,Megan,0.7178373660571271,172635,1.5729796609504632,6.358261116764137,6.358099352335847,2.662857741873766,0.28216263394287283,172635,1.5729796609504634,2.6631670373389693,0.2821626339428729,611828,1.0
Jocelyn,1880-2020,ALL,164426,23,23,2.0261898567656433,4.073276801646861,2.19129039111584,0.3382372617469257,Jocelyn,0.6617627382530743,55615,2.4205843358106383,11.688247698081529,11.686897208666181,4.070614268445585,0.33823726174692564,55615,2.419988323014609,4.073276801646861,0.3382372617469257,164426,1.0
Madelyn,1880-2020,ALL,185031,21,21,2.387755850075302,5.233426548512561,3.118094497407274,0.4675486810318271,Madelyn,0.5324513189681729,86511,2.643913722565408,10.697345028122607,10.696404628016088,5.232659944712707,0.4675486810318271,86511,2.643913722565408,5.233426548512561,0.4675486810318271,185031,1.0
Adalyn,1880-2020,ALL,103203,22,21,3.1069985680882644,8.615882458056388,6.335150884449937,0.7669641386393806,Adalynn,0.23303586136061935,79153,3.7563249130354737,13.408472271998574,13.406732474809198,8.614564008479654,0.7669060007945505,79147,3.7560632927337383,8.570885680091882,0.7667562141769549,103111,0.9991085530459386
Crystal,1880-2020,ALL,467054,23,23,1.5201046067098063,2.8681184495831973,1.870807989163781,0.2888017231412213,Crystal,0.7111982768587787,134886,1.7192080573124306,7.537043181636756,7.53679391517156,2.8672293358692964,0.2888017231412214,134886,1.7191245551906205,2.8681184495831973,0.2888017231412213,467054,1.0
Kelsey,1880-2020,ALL,205636,17,17,1.5472955745899968,2.9226874863053434,1.7533227317425053,0.25343811394891946,Kelsey,0.7465618860510805,52116,1.8410978622420198,9.042364220017202,9.041583433687025,2.8977888991453025,0.25343811394891946,52116,1.822346281779455,2.9226874863053434,0.25343811394891946,205636,1.0
Casey,1880-2020,ALL,284155,19,17,1.7883278586177374,3.4541431139049474,2.1249286246076853,0.336231986063944,Casey,0.663768013936056,95542,1.9502841758899192,8.919005978927684,8.918510066126814,3.0661275127254286,0.336231986063944,95542,1.9429607080642608,3.4445796936044695,0.33600766038041396,284059,0.9996621562175573
Aidan,1880-2020,ALL,484581,36,36,2.271204073149942,4.827258459471641,3.284665735182346,0.5344720490485595,Aiden,0.4655279509514405,258995,2.5026858254863478,10.076534240842573,10.076081184309977,4.798177634517181,0.5330584566873237,258310,2.4910303953312245,4.827258459471641,0.5344720490485595,484581,1.0
Muhammad,1880-2020,ALL,67266,8,8,2.400046321390455,5.278201110430553,4.767218900506177,0.7528915053667529,Mohamed,0.2471084946332471,50644,2.730785240686231,6.831604033137332,6.831029875329503,5.277009348972399,0.7527428418517528,50634,2.7304879136562303,5.278201110430553,0.7528915053667529,67266,1.0
Alistair,1880-2020,ALL,6611,8,6,2.2671940063515397,4.813859404003738,3.8227593551081633,0.5744970503705944,Alistair,0.42550294962940555,3798,2.3846619270912117,7.144731510415103,7.136721700553627,4.804541586998265,0.573589472091968,3792,2.3819391922553317,4.408585917895099,0.5649551500154655,6466,0.9780668582665255
Kane,1880-2020,ALL,32492,10,8,2.2373315324469987,4.7152410728347744,3.4520861310364377,0.5254831958635973,Kane,0.4745168041364028,17074,2.3248184168410684,7.341136562273486,7.339815073863451,4.710146402607674,0.5254831958635972,17074,2.323433460544134,4.679002193743816,0.5249275898194368,32454,0.9988304813492552
Reese,1880-2020,ALL,89304,7,7,1.455934754952239,2.7433425082994733,2.2575637166009708,0.3986831496909433,Reese,0.6013168503090567,35604,1.5725163486517961,4.36399524733139,4.363474386673137,2.3526052779774695,0.3825808474424438,34166,1.5560893129087163,2.7433425082994733,0.3986831496909433,89304,1.0
Shay,1880-2020,ALL,40958,5,5,1.7739214788234463,3.419822576735223,2.9735647339219335,0.5280775428487718,Shea,0.4719224571512281,21629,1.8554128619561503,4.48840187934727,4.48797719513417,3.36986463223594,0.528077542848772,21629,1.8554128619561503,3.419822576735223,0.5280775428487718,40958,1.0
Blaze,1880-2020,ALL,19507,7,5,1.828615093805114,3.551959406095007,2.9462794093752835,0.569949248987543,Blaise,0.43005075101245704,11118,1.9128517967908956,5.309099620608314,5.308128920723317,3.534583463921128,0.569949248987543,11118,1.9128517967908956,3.4756512762134593,0.568356058657062,19435,0.9963090172758496
Darryl,1880-2020,ALL,363585,14,11,2.036098793545814,4.101349796088059,3.3229732889099024,0.5589366998088481,Darrell,0.441063300191152,203221,2.0767330885487576,6.571281082646745,6.5710401700973184,4.05843644557375,0.5500446938130011,199988,2.058000192527195,4.088328334544014,0.5587716570963188,363449,0.999625947165037
Tory,1880-2020,ALL,70061,8,8,2.2075186365816766,4.618801791561553,3.0758720868630918,0.4680778179015429,Tori,0.5319221820984571,32794,2.383351650704386,7.885772693624606,7.8855253366805975,3.5604791787959944,0.38694851629294474,27110,2.034284409300467,4.618801791561553,0.4680778179015429,70061,1.0
Jeri,1880-2020,ALL,712028,10,10,0.7982217796679841,1.73895642236464,1.269446084738142,0.11394917053823728,Jerry,0.8860508294617627,81135,1.3117616161162202,5.860306049204895,5.860175721213421,1.3943883641460986,0.10653232738038391,75854,1.2640823113697777,1.73895642236464,0.11394917053823728,712028,1.0
Terri,1880-2020,ALL,732198,7,6,1.2117450908440484,2.316176332049215,1.818728636155938,0.28922641143515826,Terry,0.7107735885648417,211771,1.4073788783908179,4.025971608104616,4.025952973282007,1.6709441548713317,0.22221448296772184,162705,1.3400186834708645,2.31523191803325,0.28919825887192707,732169,0.9999603932269686
Shawn,1880-2020,ALL,835509,6,6,1.3628621946907389,2.5719492841740252,2.3443678230776435,0.49395996931211994,Sean,0.5060400306878801,412708,1.589610644529263,3.2874708746206562,3.287454711641425,2.506957278219467,0.45799985398122584,382663,1.5532483791317628,2.5719492841740252,0.49395996931211994,835509,1.0
Lindsey,1880-2020,ALL,347626,41,28,1.9458211469676405,3.8525699376962774,2.652850608577295,0.5271441146519535,Lindsey,0.47285588534804646,183249,2.310885837077779,9.648140564951596,9.647468792697723,3.819615959013263,0.5271441146519535,183249,2.287892735295979,3.79830978472848,0.5263429365083938,347038,0.9983085269801454
Bailey,1880-2020,ALL,179254,18,16,1.7318348805266763,3.321499921975563,2.0074424864938227,0.31015765338569845,Bailey,0.6898423466143015,55597,1.9423499615071351,9.125917736394248,9.12499952250251,3.22118637758831,0.3101576533856985,55597,1.9209445814319346,3.309168514483933,0.3098380876369502,179171,0.9995369698863066
Jamie,1880-2020,ALL,543667,12,11,1.5758807013314406,2.9811742455283685,2.088769937107023,0.3463222891954082,Jamie,0.6536777108045918,188284,1.6829971287571253,6.971310863227676,6.971144570047345,2.799445474288362,0.3463222891954082,188284,1.6489008896990254,2.9805814671975828,0.34631026547988897,543657,0.9999816063877337
Lori,1880-2020,ALL,577677,14,13,1.6188909608797941,3.071388394609116,2.2811989881217922,0.40787845110676035,Lori,0.5921215488932396,235622,1.7148423773146586,6.800289831170455,6.8001284353148295,3.0603571468598685,0.4059725417491089,234521,1.7095504927494085,3.0705061614291065,0.4078620505798384,577661,0.9999723028612876
Nikki,1880-2020,ALL,71276,9,9,1.9967987325591314,3.9911340421907053,2.7247825555138947,0.4285173129805264,Nikki,0.5714826870194736,30543,2.09308883775745,6.977524221936079,6.976899643490552,3.137052947803264,0.3371822212245356,24033,1.755275267972389,3.9911340421907053,0.4285173129805264,71276,1.0
Vicki,1880-2020,ALL,332172,9,6,1.7302712374875029,3.317901915066184,2.8482105405385982,0.5377816312031116,Vicki,0.4622183687968884,178636,1.8172513035415387,5.168161616648589,5.168021069912718,3.314278742085128,0.5373420998759679,178490,1.81595077249136,3.304065511552251,0.5375519190860434,332007,0.9995032693905567
Cory,1880-2020,ALL,402310,14,14,2.067286401572157,4.1909764119311586,2.9248694014414944,0.5231065596182048,Corey,0.47689344038179515,210451,2.212236832293505,9.079510327564773,9.079228334328363,3.44231012881717,0.5128060450896075,206307,1.9841316397802689,4.1909764119311586,0.5231065596182048,402310,1.0
Cody,1880-2020,ALL,338015,12,11,0.8953723793870394,1.8600899380071256,1.3342066565506023,0.13754715027439612,Cody,0.8624528497256039,46493,1.3396062304927296,6.005242633075745,6.004917870627045,1.746187599289634,0.1375471502743961,46493,1.3055041936008758,1.8597162575805826,0.13753184086814252,338009,0.9999822493084627
Sydney,1880-2020,ALL,312584,17,13,1.442877225092164,2.718625116032014,2.1771513993746345,0.41721905151895167,Sydney,0.5827809484810483,130416,1.615757684334451,5.799147899017057,5.798839695642161,1.9983043223376014,0.17981406597906482,56207,1.378352698794564,2.7102166743656744,0.41701762695375,312476,0.9996544928723159
Annabel,1880-2020,ALL,103206,6,6,1.7869214796541961,3.4507775605006725,2.4495313435793755,0.3924384241226285,Annabelle,0.6075615758773715,40502,1.8975447163924577,5.743171816526303,5.742997980661597,3.448628086714722,0.3921961901439839,40477,1.8969633548437104,3.4507775605006725,0.3924384241226285,103206,1.0
Isabel,1880-2020,ALL,252191,15,10,1.653360490755481,3.1456550851148988,2.500326306707728,0.504851481615125,Isabel,0.49514851838487495,127319,1.7764670428365803,6.450884652526508,6.450502946803735,3.125646019920815,0.504851481615125,127319,1.7721052694188135,3.131601588237347,0.5045882478963092,252057,0.9994686566927448
Eleanor,1880-2020,ALL,350702,13,13,0.8802881677058825,1.840742939373155,1.3397409049368563,0.13971405922977342,Eleanor,0.8602859407702266,48998,1.3196132328871806,5.325333738998718,5.3250626265208565,1.8402583464269784,0.13971405922977342,48998,1.3196132328871804,1.840742939373155,0.13971405922977342,350702,1.0
Rachel,1880-2020,ALL,671563,9,8,0.7789332415259549,1.7158616601849088,1.3615900452648089,0.15201850012582585,Rachel,0.8479814998741741,102090,1.2101813232712344,3.930654477161222,3.930560867282829,1.7156817510078664,0.15201850012582588,102090,1.2101813232712346,1.7146809409992874,0.15196041202233157,671517,0.9999315030756608
Sofia,1880-2020,ALL,528080,6,6,0.8899740340814528,1.8531427702403946,1.6910494370334503,0.28434328132101194,Sophia,0.7156567186789881,150156,1.2898140433267686,2.279697203971432,2.279672376534278,1.8531280481829837,0.28434328132101194,150156,1.2898140433267686,1.8531427702403946,0.28434328132101194,528080,1.0
Lee,1880-2020,ALL,339066,2,2,0.5658098179673732,1.4802181566530799,1.2999357119222759,0.1330743866975751,Lee,0.8669256133024249,45121,1.133074386697575,1.9999993730830732,1.9999993716763071,1.315684228480322,0.1330743866975751,45121,1.1330743866975752,1.4802181566530799,0.1330743866975751,339066,1.0
Zachary,1880-2020,ALL,635066,21,21,0.9487314778828481,1.930174761858194,1.3588424926400127,0.14529041076045635,Zachary,0.8547095892395437,92269,1.385153669067467,5.79552078626793,5.795378799209123,1.929725838097462,0.1452904107604564,92269,1.3849788840844888,1.930174761858194,0.14529041076045635,635066,1.0
Nicholas,1880-2020,ALL,1078300,29,29,0.922740315529636,1.8957126721010928,1.3798468989059758,0.1539812668088658,Nicholas,0.8460187331911342,166038,1.3418955763702123,5.030503005222722,5.030435033653212,1.8954657708866811,0.1539812668088658,166038,1.3418955763702125,1.8957126721010928,0.1539812668088658,1078300,1.0
Michael,1880-2020,ALL,4582968,15,15,0.27173276602331675,1.2072569475787138,1.080716420808818,0.038671009703755255,Michael,0.9613289902962447,177228,1.0577088908323167,2.4218856410332408,2.421879696525228,1.2056470497680885,0.038671009703755296,177228,1.0570647667624997,1.2072569475787138,0.038671009703755255,4582968,1.0
Christopher,1880-2020,ALL,2154655,17,17,0.37540926259509166,1.2972074932622235,1.1008186599921437,0.04736442725169454,Christopher,0.9526355727483055,102054,1.1120174691539946,3.5293967038325476,3.5293618142899454,1.2970981207734478,0.04736442725169459,102054,1.1120174691539946,1.2972074932622235,0.04736442725169454,2154655,1.0
Stephanie,1880-2020,ALL,827390,18,18,0.7328127598864658,1.6618760226824738,1.230678011971842,0.09998670518135344,Stephanie,0.9000132948186466,82728,1.2922491207290394,5.722446231225957,5.7222920786549825,1.661524438469493,0.09998670518135341,82728,1.2922491207290394,1.6618760226824738,0.09998670518135344,827390,1.0
Tyreek,1880-2020,ALL,8521,11,7,2.6064482082899936,6.090025243893559,5.3861740251745935,0.7428705550991668,Tyreek,0.2571294449008332,6330,2.9282948010796854,7.717422800674268,7.712007346564138,6.090025243893559,0.7428705550991668,6330,2.9282948010796854,5.757845094208034,0.7394458318468308,8409,0.9868560028165708
Rashawn,1880-2020,ALL,12276,8,3,1.529628440840358,2.8871147327914555,2.438960922939283,0.4379276637341154,Rashawn,0.5620723362658846,5376,1.6485826001955035,4.371979092201724,4.367639382238201,2.873737275285758,0.43792766373411535,5376,1.6476050830889541,2.6273118926288905,0.42805039787798405,12064,0.9827305311176279
Tyesha,1880-2020,ALL,10746,15,9,2.5242242546637272,5.752640260855064,4.057154481485073,0.5752838265401079,Tyesha,0.42471617345989204,6182,2.6782058440349896,9.740200146827545,9.730043722661609,5.752640260855064,0.5752838265401079,6182,2.6782058440349896,5.2773284166158145,0.5672703138333175,10547,0.9814814814814815
Akilah,1880-2020,ALL,5602,13,5,1.8793157374142404,3.6790052559996655,2.814435134661033,0.47893609425205286,Akilah,0.5210639057479471,2683,1.8975365940735451,6.165607342509656,6.154820973391928,3.6790052559996655,0.47893609425205286,2683,1.8975365940735451,3.3968637853521293,0.4719609261939218,5528,0.9867904319885755
Myesha,1880-2020,ALL,8006,17,5,2.4118462968770356,5.321549182197058,3.9325100279072105,0.5778166375218586,Myesha,0.42218336247814137,4626,2.5393454908818387,8.770679662221081,8.754236307322605,5.321549182197058,0.5778166375218586,4626,2.5393454908818387,4.176748699943614,0.5544423938834695,7586,0.9475393454908818
Deonte,1880-2020,ALL,16635,9,7,2.0316934359960963,4.088845175155634,3.2034253492803684,0.5223925458370905,Deonte,0.4776074541629095,8690,2.0642620979861737,6.484077895559809,6.480908061668702,4.081594539730068,0.5223925458370905,8690,2.062699128343853,4.014572048993695,0.5208371027079187,16581,0.9967538322813345
Devonte,1880-2020,ALL,32292,26,14,2.7093303887515887,6.540180210217126,4.623411828624085,0.6505636070853462,Devonte,0.3494363929146538,21008,2.951133407655147,11.132978248982859,11.128156058880258,6.5310715155312975,0.649789421528552,20983,2.9503592220983523,6.21831570508018,0.6475512243878061,32016,0.9914529914529915
Trevon,1880-2020,ALL,23088,16,11,1.685676363633,3.2169117606111977,2.2609761244512003,0.398995148995149,Trevon,0.601004851004851,9212,1.8677234927234927,8.265152738954624,8.257988104506529,3.215289573351791,0.39886521136521136,9209,1.8675935550935552,3.1251502258280293,0.3963281997737753,22986,0.9955821205821206
Sherilyn,1880-2020,ALL,9767,15,8,2.358812276528187,5.129478919850467,3.861817555440539,0.6001842940513975,Sherilyn,0.39981570594860244,5862,2.432067164943176,8.856560877269617,8.845588009036405,5.129478919850467,0.6001842940513976,5862,2.432067164943176,4.690105509564644,0.5930171964564878,9595,0.9823896795331217
Jerilyn,1880-2020,ALL,16781,15,11,2.734634220885775,6.655902134561673,4.868679960156633,0.6882188189023299,Jerilyn,0.31178118109767,11549,3.0771706096180202,10.302330788485945,10.297752669168363,6.655902134561673,0.68821881890233,11549,3.0771706096180202,6.509686772609123,0.6870439047732982,16718,0.9962457541266909
Georgeann,1880-2020,ALL,6746,5,5,2.1266206410856268,4.366933739949068,4.0336190196612325,0.6563889712422176,Georgeann,0.3436110287577824,4428,2.3207826860361696,4.993512668338807,4.993261376830906,4.366933739949068,0.6563889712422176,4428,2.3207826860361696,4.366933739949068,0.6563889712422176,6746,1.0
Annalee,1880-2020,ALL,15089,12,8,2.4043927702195633,5.294126876632292,3.7569063527592705,0.5433759692491219,Annalee,0.4566240307508781,8199,2.5481476572337463,8.374120017078308,8.371117380606693,5.294126876632292,0.5433759692491219,8199,2.5481476572337463,5.125117882074731,0.5406666666666666,15000,0.9941016634634502
Nisha,1880-2020,ALL,6750,8,5,1.9299531767858287,3.8104283212739762,3.1345567432338983,0.5680000000000001,Nisha,0.432,3834,1.9724444444444444,6.240772568458587,6.232546314973215,3.8104283212739762,0.568,3834,1.9724444444444444,3.4741592259420924,0.5589169565875056,6611,0.9794074074074074
Jessalyn,1880-2020,ALL,6354,13,6,2.1201653148454414,4.347437583650559,2.829347390374422,0.4422411079634876,Jessalyn,0.5577588920365124,2810,2.208057916273214,8.60475070460639,8.587083741114583,4.347437583650559,0.4422411079634876,2810,2.208057916273214,3.6120560675846622,0.4191116210457302,6101,0.960182562165565
Lilyann,1880-2020,ALL,7757,8,5,2.032061959389307,4.089889767065658,3.6289359200917057,0.6213742426195694,Lilyann,0.3786257573804306,4820,2.138197756864767,5.339421850244519,5.335274271153606,4.089889767065658,0.6213742426195694,4820,2.138197756864767,3.9709062765110823,0.619362363919129,7716,0.9947144514631945
Maylee,1880-2020,ALL,10517,24,17,3.5743775775806372,11.912279277433562,7.179872249538776,0.6778549015879053,Maylee,0.3221450984120947,7129,5.482266806123419,17.43638085006223,17.42268391751245,11.912279277433562,0.6778549015879053,7129,5.482266806123419,11.160425364411852,0.6728466589416764,10356,0.9846914519349624
Shaylee,1880-2020,ALL,14071,28,20,3.1416960870072774,8.825610552851389,3.996559386428253,0.5195082083718285,Shaylee,0.4804917916281714,7310,4.716011655177315,18.438147020750293,18.41826864480702,8.825610552851389,0.5195082083718285,7310,4.716011655177315,8.100829358930717,0.5105689879832054,13814,0.981735484329472
Jaylee,1880-2020,ALL,15673,28,19,3.1282208305908337,8.743560170537657,3.981961059368623,0.519619728194985,Jaylee,0.48038027180501497,8144,4.661328399157787,18.35986429043099,18.341738029621542,8.693103170639679,0.519619728194985,8144,4.661328399157787,7.764989880755415,0.506715586712966,15263,0.9738403624066867
Kenisha,1880-2020,ALL,14780,38,16,3.5859868896745475,12.008523653539925,7.484283232705047,0.7306495263870094,Kenisha,0.2693504736129905,10799,5.114140730717185,18.439438650271377,18.419026589772535,12.003194120661185,0.7306495263870094,10799,5.114140730717185,9.581605790326392,0.7161092490907794,14023,0.9487821380243573
Tanisha,1880-2020,ALL,46318,54,25,3.398643410623154,10.546141915247643,4.950087802939245,0.5842221166717043,Tanisha,0.4157778833282957,27060,5.171121378297854,19.68563967779342,19.677948988233297,10.54194497291214,0.5842221166717043,27060,5.171121378297854,9.51194913557514,0.5764866291344124,45472,0.9817349626495099
Janine,1880-2020,ALL,107278,42,27,2.9193294281120923,7.564944132539486,4.9322630188016126,0.688631406252913,Janine,0.31136859374708703,73875,3.6110106452394715,14.33242506331035,14.329648353011422,7.564337856197864,0.688631406252913,73875,3.6109640373608753,7.360269727482981,0.6874075876396714,106858,0.996084938197953
Janelle,1880-2020,ALL,106084,35,20,2.507933115918584,5.6880459355119,3.2294294209904737,0.4818917084574488,Janelle,0.5181082915425512,51121,2.8840918517401306,12.681721417262844,12.679506365566343,5.685968688512566,0.48189170845744883,51121,2.8840070133102063,5.5676722966179595,0.4804174583817816,105783,0.9971626258436711
Janae,1880-2020,ALL,29889,19,11,1.97362706659767,3.9275429888488462,2.5951939068450716,0.4223292850212452,Janae,0.5776707149787548,12623,2.0388102646458566,8.595579091282024,8.591290556860733,3.9207899443697003,0.4223292850212453,12623,2.035799123423333,3.8218869021760917,0.42009807214348094,29774,0.9961524306601091
Chanel,1880-2020,ALL,42440,30,15,2.8223627833124403,7.0731986672087395,4.401622280551764,0.5760603204524034,Chanel,0.4239396795475966,24448,3.2679076343072575,12.357182843483635,12.353040135455958,7.062663235624558,0.5760603204524034,24448,3.2676248821866163,6.703417128392407,0.5722708254089007,42064,0.9911404335532517
Cadence,1880-2020,ALL,67927,31,23,2.8320931797194553,7.121065781293331,4.722329067988211,0.6667010172685384,Cadence,0.3332989827314617,45287,3.3291327454473185,13.390607975350974,13.38680748066356,7.042982510384546,0.6667010172685383,45287,3.31392524327587,6.960498095617558,0.6655093447588092,67685,0.9964373518630294
Maisie,1880-2020,ALL,24757,17,13,2.577469136969604,5.968916769347132,4.235075319830357,0.6540372419921638,Mazie,0.34596275800783616,16192,2.779698671082926,10.549879107999887,10.544704027838158,5.968916769347132,0.6540372419921638,16192,2.779698671082926,5.8806388199008754,0.6532388663967612,24700,0.9976976208749041
Jamir,1880-2020,ALL,16088,21,13,2.8422136311545247,7.171195413010311,4.4989122426525405,0.5841621084037791,Jamir,0.4158378915962208,9398,3.286238189955246,12.54159376149681,12.531986252613788,7.153805883135598,0.5840377921432124,9396,3.2847463948284434,6.7284209236696455,0.5790864477161193,15894,0.9879413227250124
Emmalyn,1880-2020,ALL,20829,20,13,2.9519518365946356,7.737952306256632,5.1619859702789785,0.6402131643381823,Emmalyn,0.3597868356618177,13335,3.435402563733257,12.684062885482021,12.677338549108452,7.737952306256632,0.6402131643381823,13335,3.4354025637332564,7.260418961638225,0.6357007437654951,20571,0.9876134235921071
Marilee,1880-2020,ALL,16759,10,8,2.398183555092335,5.271390446941414,3.8516046137784374,0.5601169520854467,Marilee,0.43988304791455335,9387,2.5559997613222745,7.938447109132243,7.936807525715239,5.271390446941414,0.5601169520854467,9387,2.5559997613222745,5.21653285584749,0.559380790150021,16731,0.998329255922191
Macy,1880-2020,ALL,88674,15,11,2.3503153108822907,5.09935688686861,4.175059432757255,0.6483975009585674,Macy,0.35160249904143265,57496,2.470915939283217,7.897100942343783,7.896086196240042,5.075747871068957,0.6483975009585673,57496,2.4701829172023366,5.022246446742384,0.6475708181674316,88466,0.9976543293411823
Journey,1880-2020,ALL,40637,21,16,2.3875976458999313,5.23285268881687,3.5876253631826325,0.5682998252823781,Journey,0.4317001747176219,23094,2.5243989467726458,9.906235878899519,9.902334942507414,5.1156501783079635,0.5682998252823781,23094,2.522454905627876,5.114292031449637,0.5667860229657982,40495,0.9965056475625661
Jacqueline,1880-2020,ALL,639389,52,35,1.9180643078124417,3.7791566153049443,2.1447448981367,0.3359770030450946,Jacqueline,0.6640229969549054,214820,2.2627649208854077,10.52110867571489,10.52074871650029,3.7746393466834056,0.3359770030450946,214820,2.257491136068966,3.748601219440479,0.3353876353663462,638822,0.9991132158983029
Kaylin,1880-2020,F,130594,51,39,4.252817912695138,19.06451484596205,13.63477558568856,0.8585463344410922,Kaylin,0.14145366555890776,112121,7.590341057016402,23.23715804821839,23.234252771589787,19.06451484596205,0.8585463344410922,112121,7.590341057016402,18.7865466805129,0.858213022020616,130287,0.9976492028730263
Shaelyn,1880-2020,F,16447,28,14,3.5088069594983033,11.382984482275651,8.845894779416085,0.7955250197604427,Shaelyn,0.20447498023955737,13084,4.754301696357999,15.102111911896635,15.091158237532062,11.382984482275651,0.7955250197604427,13084,4.754301696357999,10.054838753294186,0.7896415837868268,15987,0.9720313735027665
Shante,1880-2020,F,23435,26,19,3.6527176713978053,12.57701517096332,8.592675144023342,0.7522935779816513,Shante,0.24770642201834864,17630,5.410326434819714,17.307788109502944,17.30093561453359,12.57701517096332,0.7522935779816514,17630,5.410326434819714,12.107723223079432,0.7503977297157844,23257,0.9924045231491359
Charisse,1880-2020,F,26180,44,26,4.059009464989238,16.668004216391406,10.542523603578504,0.7979373567608862,Charisse,0.20206264323911383,20890,6.922077922077922,22.400956522243785,22.38790672143994,16.668004216391406,0.7979373567608862,20890,6.922077922077922,15.028788716848007,0.7933270823566182,25596,0.9776928953399542
Kamiyah,1880-2020,F,968,9,4,2.3886574667028513,5.236698216469346,4.5626138189609,0.703512396694215,Camaya,0.2964876033057851,681,2.634297520661157,7.581997092602846,7.505867618952105,5.236698216469346,0.7035123966942148,681,2.634297520661157,3.943408178245481,0.6771653543307087,889,0.9183884297520661
Kayson,1880-2020,F,1525,19,5,3.4220698165446666,10.718787522668707,7.866541512337848,0.7560655737704918,Kaysen,0.2439344262295082,1153,4.5704918032786885,15.211048695505964,15.11250837522044,10.718787522668707,0.7560655737704918,1153,4.5704918032786885,4.63609867308848,0.6593406593406593,1092,0.7160655737704918
Kaliyah,1880-2020,F,15394,15,11,2.0054982469073623,4.015273463185468,2.3283519800104733,0.36299857087176823,Kaliyah,0.6370014291282318,5588,2.2305443679355594,10.11966516739833,10.109349956007106,4.015273463185468,0.36299857087176823,5588,2.2305443679355594,3.701280602981521,0.3525255860019808,15145,0.9838248668312329
Daylen,1880-2020,F,6538,18,9,3.0028542568712373,8.015843027737759,6.311906691363742,0.7835729580911593,Daylin,0.21642704190884063,5123,3.5538390945243195,11.554618525812595,11.536900110751557,8.015843027737759,0.7835729580911593,5123,3.5538390945243195,6.823236959578335,0.7745379222434672,6276,0.9599265830529213
Denisha,1880-2020,F,16162,43,22,3.910473918819009,15.037302862401027,8.609438514572817,0.7343150600173246,Denisha,0.2656849399826754,11868,6.497834426432372,22.36377600431916,22.339720409197344,15.037302862401027,0.7343150600173246,11868,6.497834426432372,12.501984097319333,0.7221611129084439,15455,0.9562554139339191
Shani,1880-2020,F,5531,11,6,1.6688324244469572,3.179571660719073,1.9555099817623147,0.29705297414572407,Shawnee,0.7029470258542759,1643,1.8813957693003074,8.123109289991595,8.109107937521657,3.179571660719073,0.2970529741457241,1643,1.8813957693003074,2.6701698844825166,0.26834776063229204,5314,0.9607665883203761
Jaylen,1880-2020,F,74517,45,29,3.8498882089869837,14.418890072930395,10.60883084044705,0.8207388917965028,Jaelyn,0.1792611082034972,61159,5.949971147523384,18.61726233317889,18.61313403457335,14.41889007293039,0.8207388917965028,61159,5.949971147523384,13.822064623468947,0.8194035097206824,73966,0.9926057141323457
Janiece,1880-2020,F,10587,22,9,2.9539452566375144,7.7486514840472145,5.416650650471761,0.7026541985453858,Janiece,0.29734580145461414,7439,3.436384244828563,12.557681116757257,12.540849642192157,7.7486514840472145,0.7026541985453858,7439,3.4363842448285635,6.178621646332387,0.6865166301533558,10042,0.9485217719845093
Makiyah,1880-2020,F,1461,8,5,2.589532772088307,6.019037362305818,5.181643398658539,0.6817248459958932,Makaiya,0.3182751540041068,996,2.8980150581793294,7.291727502233718,7.281619623669723,6.019037362305818,0.6817248459958932,996,2.8980150581793294,4.585863926744065,0.640926640926641,1295,0.8863791923340179
Keshawn,1880-2020,F,528,5,1,1.6146873243509887,3.0624521962454283,2.205325359532963,0.3522727272727273,Keshawn,0.6477272727272727,186,1.7670454545454546,4.9942534518098824,4.990343152629376,3.0624521962454283,0.3522727272727273,186,1.7670454545454546,1.0,0.0,342,0.6477272727272727
Kian,1880-2020,F,119,2,0,0.7725516917477853,1.7082885595547774,1.5404111824214073,0.22689075630252098,Kian,0.773109243697479,27,1.226890756302521,2.0,1.9999999999933307,1.7082885595547774,0.226890756302521,27,1.226890756302521,0.0,0.0,0,0.0
Kiana,1880-2020,F,54725,31,21,2.8755743286694435,7.338953359664606,4.07176449485486,0.5467336683417086,Kiana,0.45326633165829144,29920,3.504979442667885,14.204133493570616,14.19997742775776,7.338953359664606,0.5467336683417086,29920,3.504979442667885,7.070613689294511,0.5440424984375574,54402,0.9940977615349474
Caitlin,1880-2020,F,627566,56,41,3.0978346664628678,8.5613283988896,6.081560182856786,0.7379988718318073,Kaitlyn,0.26200112816819265,463143,3.7752698520952377,13.301624215481164,13.301265241939266,8.5613283988896,0.7379988718318073,463143,3.7752698520952377,8.497940986747224,0.737762360446571,627000,0.9990981028290251
Michaela,1880-2020,F,299579,99,53,3.1913308522532806,9.134532232773747,5.167649322997694,0.6509167865571353,Makayla,0.3490832134428648,195001,4.650669773248459,16.83737700920187,16.83600696556535,9.134532232773747,0.6509167865571351,195001,4.650669773248459,8.83922804209983,0.6493988909823589,298282,0.9956705910627914
Kaylee,1880-2020,F,334844,65,54,3.6090715415342602,12.202218304566413,5.439385010147516,0.6046606778081733,Kaylee,0.39533932219182666,202467,6.03733380320388,21.849528229629154,21.84813344295891,12.20221830456641,0.6046606778081733,202467,6.03733380320388,12.099491743148539,0.6042115145426712,334464,0.9988651431711484
Carly,1880-2020,F,182172,19,19,3.198221323104679,9.17826411859287,6.007160097512641,0.6446435237028743,Carly,0.3553564762971258,117436,4.322261379355774,13.032699182852829,13.032291144842732,9.178264118592866,0.6446435237028743,117436,4.322261379355774,9.17826411859287,0.6446435237028743,182172,1.0
Hailey,1880-2020,F,476311,26,25,2.570583179506507,5.94049511901127,3.997309501286659,0.6489436523615872,Hailey,0.3510563476384127,309099,2.836426200528646,11.480343621472331,11.4799609935962,5.940495119011268,0.6489436523615872,309099,2.836426200528646,5.935734319107004,0.6489104827974284,476266,0.9999055239118979
Christy,1880-2020,F,368013,29,19,2.725164209275769,6.61235512857547,5.512398864179327,0.7327159638382339,Christy,0.26728403616176605,269649,3.05427525658061,9.005452304718563,9.005185458068897,6.61235512857547,0.732715963838234,269649,3.0542752565806097,6.556799592552486,0.7324382329020132,367631,0.998961993190458
Taylin,1880-2020,F,10201,13,10,3.049792570177879,8.280928678206395,7.174762927261656,0.7742378198215861,Taylin,0.22576218017841387,7898,3.7740417606117047,10.067995689210434,10.062758025839877,8.280928678206395,0.7742378198215861,7898,3.7740417606117047,8.06495104106478,0.773058730784391,10148,0.9948044309381433
Cambrie,1880-2020,F,9728,12,10,3.038755167949205,8.217816795002042,7.0397419589044565,0.7903988486842105,Cambree,0.20960115131578946,7689,3.7121710526315788,10.370530443150088,10.363182398501717,8.217816795002042,0.7903988486842105,7689,3.7121710526315788,7.787783113203543,0.7874491816949859,9593,0.9861225328947368
Maylin,1880-2020,F,7619,10,7,2.4643835872078093,5.518910873472137,4.602487297783963,0.6786979918624492,Maylin,0.3213020081375509,5171,2.6345977162357266,7.565926063179697,7.561253571888587,5.518910873472137,0.6786979918624492,5171,2.6345977162357266,5.316594604159034,0.6763189210630702,7563,0.9926499540622129
Braylen,1880-2020,F,23550,14,12,2.40309082156308,5.289351389095665,3.611826758136342,0.5954989384288747,Braelyn,0.40450106157112525,14024,2.6054352441613586,10.268403143359214,10.263498998952716,5.289351389095665,0.5954989384288747,14024,2.6054352441613586,5.156232646440769,0.5935833439993174,23439,0.9952866242038216
Raylee,1880-2020,F,12551,18,14,3.018176552765048,8.10142982723601,5.649222414094775,0.6809815950920246,Raylee,0.31901840490797545,8547,3.598039996813003,13.436930742866544,13.422694052437913,8.10142982723601,0.6809815950920245,8547,3.598039996813003,7.533154391153915,0.6753425768264008,12333,0.9826308660664489
Chantel,1880-2020,F,49324,20,20,3.054944605691611,8.31055372483801,5.811031330145831,0.698118562971373,Chantel,0.301881437028627,34434,3.640459005757846,13.5893075117864,13.584995413459456,8.31055372483801,0.698118562971373,34434,3.640459005757846,8.31055372483801,0.698118562971373,49324,1.0
Jaycee,1880-2020,F,38259,17,13,3.0185435954541933,8.10349121151848,6.566401749393107,0.7458114430591495,Jaycee,0.2541885569408505,28534,3.579340808698607,10.802758586222984,10.800520717805636,8.10349121151848,0.7458114430591495,28534,3.579340808698607,7.968224992096165,0.7450785079556477,38149,0.9971248595101806
Lakeisha,1880-2020,F,35380,15,15,2.4567042532694825,5.489612261042535,3.7688395020587278,0.637591859807801,Lakeisha,0.36240814019219897,22558,2.6805257207461843,10.54057247358199,10.5368616230713,5.489612261042535,0.637591859807801,22558,2.6805257207461843,5.489612261042535,0.637591859807801,35380,1.0
Deshawn,1880-2020,F,2259,9,4,1.9700567439161603,3.917835283166074,2.870054886186667,0.47631695440460375,Deshawn,0.5236830455953962,1076,1.985834440017707,7.234339364477291,7.200361802209026,3.9178352831660748,0.4763169544046038,1076,1.985834440017707,3.049535867290594,0.44224422442244227,2121,0.9389110225763613
Jerrell,1880-2020,F,172,8,0,2.159482853678484,4.467546835028617,3.0511551155115506,0.4709302325581395,Jerrell,0.5290697674418605,81,2.2790697674418605,7.959757519163812,7.813561640296599,4.467546835028617,0.47093023255813954,81,2.2790697674418605,0.0,0.0,0,0.0
Annalise,1880-2020,F,34157,20,20,2.7902403998795378,6.917450426481201,4.558406479658487,0.6068448634247738,Annalise,0.39315513657522616,20728,3.202681734344351,12.457482191243596,12.451152889381415,6.917450426481201,0.6068448634247738,20728,3.202681734344351,6.917450426481201,0.6068448634247738,34157,1.0
Aaliyah,1880-2020,F,200071,39,39,2.6979644571731263,6.488857380494718,3.5459685978808917,0.5257233682042874,Aaliyah,0.4742766317957125,105182,3.463795352649809,14.450062987846827,14.448383641722478,6.488857380494718,0.5257233682042874,105182,3.4637953526498095,6.488857380494718,0.5257233682042874,200071,1.0
Riley,1880-2020,F,249348,57,28,2.3848269088703744,5.222812490107379,3.363603605304062,0.5264449684777901,Riley,0.4735550315222099,131268,2.6439113207244493,10.711454003997988,10.710569777285386,5.222812490107379,0.5264449684777901,131268,2.6439113207244493,5.077873645455726,0.5247639516070609,248466,0.9964627749169835
Jayden,1880-2020,F,70929,35,22,3.028061578066705,8.15712962457269,5.652869333791743,0.6964993162176261,Jayden,0.30350068378237394,49402,3.651285087904806,13.681177533700469,13.67749247924174,8.15712962457269,0.6964993162176261,49402,3.651285087904806,7.880816075855292,0.6948342831221117,70542,0.9945438396142622
Kayden,1880-2020,F,19344,34,16,3.270312615586104,9.648553126609427,5.196125562076447,0.6001344086021505,Kayden,0.39986559139784944,11609,4.475909842845327,16.537561925603573,16.525341477183893,9.648553126609427,0.6001344086021505,11609,4.475909842845327,8.345309048448888,0.587884277265704,18769,0.9702750206782464
Mackenzie,1880-2020,F,255070,27,27,2.0024896897230775,4.006908845304607,2.8215689426063557,0.48112282902732584,Mackenzie,0.5188771709726742,122720,2.2341082840004702,8.82176702616464,8.82090607719649,4.006908845304607,0.48112282902732584,122720,2.2341082840004707,4.006908845304607,0.48112282902732584,255070,1.0
Brittany,1880-2020,F,538119,42,42,1.9055469886533554,3.7465091856325263,2.1105106719092377,0.3326606196770603,Brittany,0.6673393803229397,179011,2.380196573620333,10.985206990043306,10.984691399148181,3.7465091856325263,0.3326606196770603,179011,2.380196573620333,3.7465091856325263,0.3326606196770603,538119,1.0
Sherry,1880-2020,F,425220,12,12,1.9081094380112626,3.753169478064213,2.7923656679200533,0.45954799868303464,Sherry,0.5404520013169654,195409,1.940517849583745,6.565183158087114,6.564988794243489,3.753169478064213,0.45954799868303464,195409,1.940517849583745,3.753169478064213,0.45954799868303464,425220,1.0
Kira,1880-2020,F,100846,14,14,2.210261429032596,4.627591219885811,3.638510392719717,0.633074192332864,Kira,0.366925807667136,63843,2.3108105428078454,8.31828311467469,8.317009420529075,4.627591219885811,0.633074192332864,63843,2.3108105428078454,4.627591219885811,0.633074192332864,100846,1.0
Katherine,1880-2020,F,1886362,21,18,2.0233470851317445,4.065258478614401,3.35655386227629,0.6485605626067531,Catherine,0.3514394373932469,1223420,2.2041463939583177,7.352252154015817,7.352178427296769,4.065258478614401,0.6485605626067531,1223420,2.2041463939583177,4.0626710277849005,0.6485382045357913,1886242,0.999936385486985
Kristen,1880-2020,F,449629,18,14,1.741507575508167,3.343844075138512,2.5247853798920135,0.5149467672236444,Kristen,0.4850532327763556,231535,1.9256186767312606,7.861947526606463,7.861646767485574,3.343844075138512,0.5149467672236444,231535,1.9256186767312606,3.3359275665899584,0.5148194371216722,449511,0.9997375614117416
Carrie,1880-2020,F,491968,18,15,2.333390982732308,5.039885586956441,3.0478094067055577,0.4592737739039937,Carrie,0.5407262260960063,225948,2.5336241381553273,10.258227377719331,10.257963382275339,5.039885586956441,0.45927377390399376,225948,2.5336241381553273,5.028247962918898,0.4591264532342213,491834,0.9997276245609471
Megan,1880-2020,F,610418,20,20,1.414026985628832,2.6647994948258384,1.8347747429294707,0.28231310347991045,Megan,0.7176868965200895,172329,1.57366099951181,6.362750097356332,6.36258785074392,2.6647994948258384,0.2823131034799105,172329,1.57366099951181,2.6647994948258384,0.28231310347991045,610418,1.0
Jocelyn,1880-2020,F,164032,23,23,2.0285880211498206,4.080053362512317,2.1945082149072106,0.3387875536480687,Jocelyn,0.6612124463519313,55572,2.4230150214592276,11.696315606111506,11.694961902852862,4.080053362512317,0.3387875536480687,55572,2.4230150214592276,4.080053362512317,0.3387875536480687,164032,1.0
Madelyn,1880-2020,F,184988,21,21,2.388099484237376,5.234673241881922,3.119051722472294,0.4676573615585876,Madelyn,0.5323426384414124,86511,2.644295846217052,10.69816214134527,10.697221447359507,5.234673241881922,0.46765736155858756,86511,2.644295846217052,5.234673241881922,0.4676573615585876,184988,1.0
Adalyn,1880-2020,F,103192,22,21,3.1070029955094713,8.615908898986845,6.3349213490546985,0.7669392976199705,Adalynn,0.23306070238002946,79142,3.7563086285758587,13.408856422905247,13.407116464690802,8.615908898986845,0.7669392976199706,79142,3.7563086285758587,8.570908033721553,0.7667313288069835,103100,0.9991084580200016
Crystal,1880-2020,F,465631,23,23,1.5218801705459064,2.8716504936354452,1.8725116216303568,0.28917103886983475,Crystal,0.7108289611301652,134647,1.7206929950969758,7.543606754235158,7.543356588837264,2.8716504936354452,0.2891710388698347,134647,1.720692995096976,2.8716504936354452,0.28917103886983475,465631,1.0
Kelsey,1880-2020,F,199184,17,17,1.5527955640520565,2.9338509198770484,1.7621905060522387,0.25564302353602697,Kelsey,0.744356976463973,50920,1.8390181942324686,9.011460183460263,9.01065058057072,2.933850919877048,0.25564302353602697,50920,1.8390181942324684,2.9338509198770484,0.25564302353602697,199184,1.0
Casey,1880-2020,F,157847,19,17,2.4175892198395545,5.342774842753955,3.386832259067487,0.5130854561695819,Casey,0.48691454383041805,80989,2.5827668565129525,10.581345913790246,10.580427843557365,5.342774842753955,0.5130854561695819,80989,2.5827668565129525,5.319482427874746,0.5127891423826156,157751,0.999391816125742
Aidan,1880-2020,F,9436,19,8,2.7133475772507465,6.558416738911416,5.055430138638938,0.7159813480288257,Aidan,0.2840186519711742,6756,2.985693090292497,10.31736700308907,10.30323218219101,6.558416738911416,0.7159813480288257,6756,2.985693090292497,5.564105296272975,0.7053326003298516,9095,0.9638618058499364
Muhammad,1880-2020,F,10,1,0,-0.0,1.0,1.0,0.0,Mohammad,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Alistair,1880-2020,F,11,2,0,0.9940302114769565,1.9917412148051292,1.9836065573770496,0.4545454545454546,Allister,0.5454545454545454,5,1.4545454545454546,,2.0,1.9917412148051292,0.45454545454545453,5,1.4545454545454546,0.0,0.0,0,0.0
Kane,1880-2020,F,46,2,0,0.9108783787500366,1.8801898956467535,1.7841483979763912,0.32608695652173914,Kane,0.6739130434782609,15,1.3260869565217392,,2.0,1.8801898956467535,0.32608695652173914,15,1.3260869565217392,0.0,0.0,0,0.0
Reese,1880-2020,F,41454,7,5,0.6760068900602377,1.5977114632717466,1.2890806831763935,0.12512664640324211,Reese,0.8748733535967579,5187,1.1713947990543736,3.628367326937712,3.627077046656318,1.5977114632717466,0.12512664640324214,5187,1.1713947990543736,1.5570081405460445,0.12180061505678375,41297,0.9962126694649491
Shay,1880-2020,F,26224,5,5,1.837942323482678,3.5749977241837603,3.2031072150691404,0.5641778523489933,Shea,0.4358221476510067,14795,1.9537446613788896,4.403549574269708,4.402961951917055,3.5749977241837603,0.5641778523489933,14795,1.9537446613788896,3.5749977241837603,0.5641778523489933,26224,1.0
Blaze,1880-2020,F,1402,4,3,1.642431639399224,3.1219158258293893,2.7789223073943274,0.5271041369472182,Blaise,0.47289586305278175,739,1.7617689015691869,3.987538441803915,3.9853739323088804,3.1219158258293898,0.5271041369472182,739,1.7617689015691869,2.7397581466326697,0.5066964285714286,1344,0.9586305278174037
Darryl,1880-2020,F,7090,8,5,1.5647570479609851,2.958276798236396,2.256725493692512,0.37672778561354014,Daryl,0.6232722143864599,2671,1.6643159379407617,5.163846158416185,5.157981704515963,2.958276798236396,0.3767277856135402,2671,1.6643159379407617,2.879032480210347,0.37407932011331446,7060,0.995768688293371
Tory,1880-2020,F,51481,8,8,1.6448870785980145,3.1272337907452905,1.9689132044892708,0.2989063926497154,Tori,0.7010936073502846,15388,1.888075212214215,7.208534876778057,7.20782107098735,3.1272337907452905,0.2989063926497154,15388,1.888075212214215,3.1272337907452905,0.2989063926497154,51481,1.0
Jeri,1880-2020,F,82115,8,8,2.6726709185756157,6.376085249521941,5.539674653202473,0.7248371186750289,Jeri,0.2751628813249711,59520,3.036631553309383,7.810952061834807,7.81075019038831,6.376085249521941,0.7248371186750289,59520,3.036631553309383,6.376085249521941,0.7248371186750289,82115,1.0
Terri,1880-2020,F,307093,7,5,1.7081533180581112,3.2674231815200874,2.8557726239816223,0.5246228341251673,Terri,0.4753771658748327,161108,1.801734328037435,4.165048337029798,4.165021878566711,3.2674231815200874,0.5246228341251673,161108,1.801734328037435,3.261396282382488,0.5245252906882063,307030,0.9997948504199053
Shawn,1880-2020,F,40217,6,5,0.9692701812462468,1.9578499235311209,1.4595884157568535,0.17947634085088393,Shawn,0.8205236591491161,7218,1.318696073799637,4.448390619161189,4.44758821019786,1.9578499235311209,0.17947634085088396,7218,1.318696073799637,1.9555821977742853,0.1793743161245399,40212,0.9998756744660219
Lindsey,1880-2020,F,333579,41,28,1.9535056959993813,3.8731454914244057,2.667818710844608,0.5303811091225767,Lindsey,0.4696188908774233,176924,2.316572685930469,9.62406865038962,9.623376939985022,3.8731454914244052,0.5303811091225766,176924,2.316572685930469,3.8166254723432798,0.5295518497496929,332991,0.9982372991105555
Bailey,1880-2020,F,156331,18,16,1.848585075023929,3.601467973554248,2.1810257857451556,0.3436938291189847,Bailey,0.6563061708810153,53730,2.0275441211276073,9.357283418078211,9.356230849007092,3.601467973554248,0.3436938291189847,53730,2.0275441211276073,3.588384174206504,0.34339562268014845,156260,0.9995458354389085
Jamie,1880-2020,F,374986,12,11,1.4973342408916523,2.8232056860744854,1.8587509742699708,0.2824878795475031,Jamie,0.7175121204524969,105929,1.6528137050449885,7.08326876228362,7.08302233019579,2.8232056860744854,0.2824878795475031,105929,1.6528137050449883,2.822415687189485,0.2824687446663253,374976,0.9999733323377407
Lori,1880-2020,F,573951,14,13,1.61072269281612,3.0540479066198882,2.271272217739193,0.4055206803368232,Lori,0.5944793196631768,232749,1.706792043223202,6.736148608568226,6.735990059823191,3.0540479066198882,0.4055206803368232,232749,1.706792043223202,3.0531650289149357,0.40550410760800437,573935,0.999972123055801
Nikki,1880-2020,F,59347,9,9,1.6364582699845354,3.1090164928757766,2.08790110308535,0.3287445026707332,Nikki,0.6712554973292668,19510,1.7460023253070922,6.56228619522688,6.561257655771246,3.1090164928757766,0.32874450267073313,19510,1.7460023253070922,3.1090164928757766,0.3287445026707332,59347,1.0
Vicki,1880-2020,F,330910,9,6,1.728061818095594,3.312824593646102,2.8430875059537226,0.5369073161886918,Vicki,0.4630926838113082,177668,1.814843915263969,5.164572431534783,5.164430682162081,3.312824593646102,0.5369073161886918,177668,1.814843915263969,3.2989605061214564,0.5366762914027423,330745,0.9995013749962225
Cory,1880-2020,F,58879,14,12,2.98536225754057,7.919241505751458,6.6344533859059265,0.7775607602031285,Kori,0.22243923979687155,45782,3.5389867355084155,10.653053349305594,10.651630775173285,7.919241505751458,0.7775607602031285,45782,3.5389867355084155,7.869711607272937,0.7773414256813043,58821,0.9990149289220265
Cody,1880-2020,F,15603,10,8,2.5278189353557634,5.766991657317436,4.822008891022729,0.6773697365891175,Cody,0.3226302634108825,10569,2.7147343459591107,7.818065179725378,7.815310767912544,5.766991657317436,0.6773697365891175,10569,2.7147343459591107,5.683311072328714,0.6765612952968388,15564,0.997500480676793
Sydney,1880-2020,F,219871,17,13,1.2224473298432679,2.3334221409355957,1.5796190487994886,0.21355704026451872,Sydney,0.7864429597354813,46955,1.4958134542527208,6.493264093221657,6.492813423108289,2.3334221409355957,0.21355704026451874,46955,1.4958134542527208,2.3233944250517307,0.21317055191274237,219763,0.9995088028889667
Annabel,1880-2020,F,103161,6,6,1.786468280056771,3.4496937241063286,2.4484797011787354,0.3922703347195161,Annabelle,0.6077296652804839,40467,1.8972576845901066,5.7433276945357425,5.74315381464511,3.4496937241063286,0.3922703347195161,40467,1.8972576845901064,3.4496937241063286,0.3922703347195161,103161,1.0
Isabel,1880-2020,F,250119,15,10,1.652832878782641,3.1445048892722167,2.5043508966638157,0.5080341757323514,Isabel,0.4919658242676486,127069,1.7773819661840964,6.418085015119429,6.417703942282035,3.1445048892722167,0.5080341757323514,127069,1.7773819661840964,3.1303535870166392,0.5077704662279736,249985,0.999464255014613
Eleanor,1880-2020,F,350089,13,13,0.8814490194056616,1.8422246728168126,1.340456916452047,0.13995869621724766,Eleanor,0.8600413037827523,48998,1.3201728703272595,5.328695704088149,5.3284238867101585,1.8422246728168126,0.1399586962172476,48998,1.3201728703272595,1.8422246728168126,0.13995869621724766,350089,1.0
Rachel,1880-2020,F,669591,9,8,0.7797726384318157,1.7168602829065378,1.3621031780199808,0.1521958927165986,Rachel,0.8478041072834014,101909,1.2105300101106498,3.9343910521076855,3.93429707625227,1.7168602829065378,0.15219589271659864,101909,1.2105300101106498,1.7156758134001937,0.15213764571462707,669545,0.999931301346643
Sofia,1880-2020,F,527460,6,6,0.8900672708443107,1.8532625367963032,1.6911740950107266,0.2843912334584613,Sophia,0.7156087665415387,150005,1.2898684260417852,2.2800085375863244,2.279983654871658,1.8532625367963032,0.2843912334584613,150005,1.2898684260417852,1.8532625367963032,0.2843912334584613,527460,1.0
Lee,1880-2020,F,102215,2,2,0.9658218760196706,1.9531758919589686,1.910209489693535,0.39159614537983667,Lee,0.6084038546201633,40027,1.3915961453798364,2.0,2.0,1.9531758919589686,0.3915961453798366,40027,1.3915961453798362,1.9531758919589686,0.39159614537983667,102215,1.0
Zachary,1880-2020,F,1579,5,1,0.26600487659870686,1.202473313492377,1.0727682188390526,0.03483217226092461,Zachary,0.9651678277390754,55,1.0550981633945535,2.8459251649944175,2.814790401841157,1.202473313492377,0.03483217226092464,55,1.0550981633945535,1.0,0.0,1524,0.9651678277390754
Nicholas,1880-2020,F,3379,4,2,0.44415694179322784,1.360518846713841,1.1554540349515092,0.07132287659070735,Nicholas,0.9286771234092926,241,1.0941106836342112,3.1181106955216578,3.108366575409166,1.360518846713841,0.07132287659070731,241,1.0941106836342112,1.233711122104629,0.053964425685860684,3317,0.981651376146789
Michael,1880-2020,F,25876,12,9,1.0249179361563792,2.0348436342828595,1.3982641141957632,0.1581001700417375,Michael,0.8418998299582625,4091,1.438359870149946,6.757114297568461,6.752417908987479,2.0348436342828595,0.15810017004173751,4091,1.4383598701499463,2.01218715559447,0.1568946166647316,25839,0.9985701035708765
Christopher,1880-2020,F,9782,2,2,0.19620348028827972,1.145679475266719,1.062563855144047,0.030361889184215896,Christopher,0.9696381108157841,297,1.030361889184216,1.9549143388440702,1.9541892213120382,1.145679475266719,0.030361889184215906,297,1.030361889184216,1.145679475266719,0.030361889184215896,9782,1.0
Stephanie,1880-2020,F,824704,18,18,0.734444023114577,1.6637561778043595,1.2313898111075265,0.10025415179264319,Stephanie,0.8997458482073568,82680,1.2931366890423717,5.730673898498415,5.730519080846886,1.6637561778043595,0.10025415179264317,82680,1.2931366890423717,1.6637561778043595,0.10025415179264319,824704,1.0
Tyreek,1880-2020,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Rashawn,1880-2020,F,1015,4,3,1.210853836931648,2.3147459093620077,1.8739370458286724,0.3014778325123153,Rashawn,0.6985221674876847,306,1.4295566502463053,3.4641688765031335,3.4472665178711654,2.3147459093620077,0.30147783251231525,306,1.4295566502463053,2.2430829206248117,0.29732408325074333,1009,0.994088669950739
Tyesha,1880-2020,F,10746,15,9,2.5242242546637272,5.752640260855064,4.057154481485073,0.5752838265401079,Tyesha,0.42471617345989204,6182,2.6782058440349896,9.740200146827545,9.730043722661609,5.752640260855064,0.5752838265401079,6182,2.6782058440349896,5.2773284166158145,0.5672703138333175,10547,0.9814814814814815
Akilah,1880-2020,F,5602,13,5,1.8793157374142404,3.6790052559996655,2.814435134661033,0.47893609425205286,Akilah,0.5210639057479471,2683,1.8975365940735451,6.165607342509656,6.154820973391928,3.6790052559996655,0.47893609425205286,2683,1.8975365940735451,3.3968637853521293,0.4719609261939218,5528,0.9867904319885755
Myesha,1880-2020,F,8006,17,5,2.4118462968770356,5.321549182197058,3.9325100279072105,0.5778166375218586,Myesha,0.42218336247814137,4626,2.5393454908818387,8.770679662221081,8.754236307322605,5.321549182197058,0.5778166375218586,4626,2.5393454908818387,4.176748699943614,0.5544423938834695,7586,0.9475393454908818
Deonte,1880-2020,F,67,2,0,0.9635359835770287,1.9500836135197603,1.9045396690708527,0.3880597014925373,Deonte,0.6119402985074627,26,1.3880597014925373,,2.0,1.9500836135197601,0.3880597014925373,26,1.3880597014925373,0.0,0.0,0,0.0
Devonte,1880-2020,F,94,3,0,1.1919891571901151,2.284675322782544,2.0558399255467656,0.3936170212765957,Devante,0.6063829787234043,37,1.446808510638298,,2.9957712179286875,2.284675322782544,0.39361702127659576,37,1.446808510638298,0.0,0.0,0,0.0
Trevon,1880-2020,F,53,2,0,0.9976875760352552,1.9967968674536707,1.99361249112846,0.4716981132075472,Travon,0.5283018867924528,25,1.4716981132075473,,2.0,1.9967968674536707,0.4716981132075472,25,1.471698113207547,0.0,0.0,0,0.0
Sherilyn,1880-2020,F,9767,15,8,2.358812276528187,5.129478919850467,3.861817555440539,0.6001842940513975,Sherilyn,0.39981570594860244,5862,2.432067164943176,8.856560877269617,8.845588009036405,5.129478919850467,0.6001842940513976,5862,2.432067164943176,4.690105509564644,0.5930171964564878,9595,0.9823896795331217
Jerilyn,1880-2020,F,16781,15,11,2.734634220885775,6.655902134561673,4.868679960156633,0.6882188189023299,Jerilyn,0.31178118109767,11549,3.0771706096180202,10.302330788485945,10.297752669168363,6.655902134561673,0.68821881890233,11549,3.0771706096180202,6.509686772609123,0.6870439047732982,16718,0.9962457541266909
Georgeann,1880-2020,F,6746,5,5,2.1266206410856268,4.366933739949068,4.0336190196612325,0.6563889712422176,Georgeann,0.3436110287577824,4428,2.3207826860361696,4.993512668338807,4.993261376830906,4.366933739949068,0.6563889712422176,4428,2.3207826860361696,4.366933739949068,0.6563889712422176,6746,1.0
Annalee,1880-2020,F,15089,12,8,2.4043927702195633,5.294126876632292,3.7569063527592705,0.5433759692491219,Annalee,0.4566240307508781,8199,2.5481476572337463,8.374120017078308,8.371117380606693,5.294126876632292,0.5433759692491219,8199,2.5481476572337463,5.125117882074731,0.5406666666666666,15000,0.9941016634634502
Nisha,1880-2020,F,6750,8,5,1.9299531767858287,3.8104283212739762,3.1345567432338983,0.5680000000000001,Nisha,0.432,3834,1.9724444444444444,6.240772568458587,6.232546314973215,3.8104283212739762,0.568,3834,1.9724444444444444,3.4741592259420924,0.5589169565875056,6611,0.9794074074074074
Jessalyn,1880-2020,F,6354,13,6,2.1201653148454414,4.347437583650559,2.829347390374422,0.4422411079634876,Jessalyn,0.5577588920365124,2810,2.208057916273214,8.60475070460639,8.587083741114583,4.347437583650559,0.4422411079634876,2810,2.208057916273214,3.6120560675846622,0.4191116210457302,6101,0.960182562165565
Lilyann,1880-2020,F,7757,8,5,2.032061959389307,4.089889767065658,3.6289359200917057,0.6213742426195694,Lilyann,0.3786257573804306,4820,2.138197756864767,5.339421850244519,5.335274271153606,4.089889767065658,0.6213742426195694,4820,2.138197756864767,3.9709062765110823,0.619362363919129,7716,0.9947144514631945
Maylee,1880-2020,F,10517,24,17,3.5743775775806372,11.912279277433562,7.179872249538776,0.6778549015879053,Maylee,0.3221450984120947,7129,5.482266806123419,17.43638085006223,17.42268391751245,11.912279277433562,0.6778549015879053,7129,5.482266806123419,11.160425364411852,0.6728466589416764,10356,0.9846914519349624
Shaylee,1880-2020,F,14071,28,20,3.1416960870072774,8.825610552851389,3.996559386428253,0.5195082083718285,Shaylee,0.4804917916281714,7310,4.716011655177315,18.438147020750293,18.41826864480702,8.825610552851389,0.5195082083718285,7310,4.716011655177315,8.100829358930717,0.5105689879832054,13814,0.981735484329472
Jaylee,1880-2020,F,15550,28,19,3.144549348170227,8.843082498696814,4.040011877311622,0.5237299035369776,Jaylee,0.4762700964630225,8144,4.690289389067524,18.40501823655466,18.386798939966937,8.843082498696814,0.5237299035369775,8144,4.690289389067524,7.849906790046803,0.5108322324966975,15140,0.9736334405144694
Kenisha,1880-2020,F,14775,38,16,3.5865597766745925,12.013293125250565,7.489428974016695,0.730896785109983,Kenisha,0.26910321489001693,10799,5.115532994923858,18.441501962075172,18.421082915715814,12.013293125250565,0.7308967851099831,10799,5.115532994923858,9.585024792373305,0.7163646739905836,14018,0.9487648054145517
Tanisha,1880-2020,F,46297,54,25,3.3996105022174676,10.553213752388965,4.954842221895698,0.5844871157958399,Tanisha,0.4155128842041601,27060,5.173013370196773,19.68890360339508,19.68120954212751,10.553213752388965,0.5844871157958399,27060,5.173013370196773,9.518073432764186,0.5767529867329652,45451,0.9817266777544982
Janine,1880-2020,F,107250,42,27,2.9195751007701314,7.566232456217561,4.932956318025489,0.6886526806526807,Janine,0.31134731934731935,73858,3.6114312354312355,14.333996164977318,14.331218579970646,7.566232456217558,0.6886526806526807,73858,3.6114312354312355,7.3614827713992215,0.6874286249180941,106830,0.9960839160839161
Janelle,1880-2020,F,105943,35,20,2.5089500810545324,5.692056889666967,3.2309846390967754,0.4820139131419726,Janelle,0.5179860868580274,51066,2.8857782014857043,12.688035737498767,12.685817564753679,5.692056889666967,0.48201391314197256,51066,2.885778201485704,5.571471642101296,0.4805380435811515,105642,0.9971588495700519
Janae,1880-2020,F,29873,18,11,1.971354152133157,3.921360156963019,2.594049879545771,0.4222207344424731,Janae,0.5777792655575269,12613,2.0358517725035985,8.579685271870686,8.575419324480526,3.921360156963019,0.42222073444247316,12613,2.0358517725035985,3.8211569972457364,0.42008534085945637,29763,0.9963177451210122
Chanel,1880-2020,F,42343,30,15,2.8254359999342857,7.088281993922626,4.415657029431065,0.5770965685001063,Chanel,0.42290343149989373,24436,3.272536192522967,12.365312801237215,12.361159649238548,7.088281993922626,0.5770965685001063,24436,3.272536192522967,6.717144753227719,0.5733075988276504,41967,0.9911201379212621
Cadence,1880-2020,F,63583,31,23,2.8540638170390595,7.2303416382102474,4.7499309765748405,0.6702892282528349,Cadence,0.3297107717471651,42619,3.3819417139801518,13.662755130888348,13.658612609016737,7.2303416382102474,0.6702892282528349,42619,3.3819417139801518,7.0584605677934125,0.6690295385295464,63341,0.9961939512133746
Maisie,1880-2020,F,24757,17,13,2.577469136969604,5.968916769347132,4.235075319830357,0.6540372419921638,Mazie,0.34596275800783616,16192,2.779698671082926,10.549879107999887,10.544704027838158,5.968916769347132,0.6540372419921638,16192,2.779698671082926,5.8806388199008754,0.6532388663967612,24700,0.9976976208749041
Jamir,1880-2020,F,42,2,0,0.998363672593813,1.9977328545029438,1.9954751131221722,0.47619047619047616,Jamere,0.5238095238095238,20,1.4761904761904763,,2.0,1.9977328545029438,0.47619047619047616,20,1.4761904761904763,0.0,0.0,0,0.0
Emmalyn,1880-2020,F,20829,20,13,2.9519518365946356,7.737952306256632,5.1619859702789785,0.6402131643381823,Emmalyn,0.3597868356618177,13335,3.435402563733257,12.684062885482021,12.677338549108452,7.737952306256632,0.6402131643381823,13335,3.4354025637332564,7.260418961638225,0.6357007437654951,20571,0.9876134235921071
Marilee,1880-2020,F,16759,10,8,2.398183555092335,5.271390446941414,3.8516046137784374,0.5601169520854467,Marilee,0.43988304791455335,9387,2.5559997613222745,7.938447109132243,7.936807525715239,5.271390446941414,0.5601169520854467,9387,2.5559997613222745,5.21653285584749,0.559380790150021,16731,0.998329255922191
Macy,1880-2020,F,88031,15,11,2.355281804097416,5.116941728505371,4.196964086651,0.6521339073735388,Macy,0.3478660926264611,57408,2.4794333814224534,7.91032839774836,7.909306681863225,5.116941728505371,0.6521339073735388,57408,2.4794333814224534,5.039131242467445,0.6513100212928276,87823,0.997637195987777
Journey,1880-2020,F,38962,21,16,2.4299710172499758,5.388826048570426,3.731359581619017,0.5886248139212567,Journey,0.4113751860787434,22934,2.580617011447051,10.01782974000673,10.01371237157872,5.388826048570426,0.5886248139212567,22934,2.580617011447051,5.262903118617813,0.5871200412158681,38820,0.9963554232328936
Jacqueline,1880-2020,F,637662,52,34,1.9185912630175421,3.780537232783005,2.146788659126075,0.3363600151804561,Jacqueline,0.6636399848195439,214484,2.259769282158887,10.518376221606845,10.518016082193872,3.780537232783005,0.3363600151804561,214484,2.259769282158887,3.7492092378100317,0.3357579220322595,637084,0.9990935636747995
Kaylin,1880-2020,M,23755,37,26,4.244080883609273,18.949408144152258,13.42096236739011,0.8213428751841718,Kalen,0.17865712481582824,19511,7.661629130709325,23.274928214282305,23.261568131015053,18.949408144152258,0.8213428751841717,19511,7.661629130709325,17.595774078622725,0.8181662382176521,23340,0.9825299936855398
Shaelyn,1880-2020,M,275,6,0,2.2364370796250204,4.712318588583281,4.192305560175177,0.6836363636363636,Shaylon,0.31636363636363635,188,2.4,5.983951787113778,5.958503742100527,4.712318588583281,0.6836363636363636,188,2.4,0.0,0.0,0,0.0
Shante,1880-2020,M,606,12,2,2.735767484749615,6.661132523849825,4.959967585089141,0.6435643564356436,Shante,0.3564356435643564,390,3.033003300330033,10.52815571549052,10.357219604311169,6.661132523849825,0.6435643564356436,390,3.033003300330033,1.8728044881378898,0.3207547169811321,318,0.5247524752475248
Charisse,1880-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kamiyah,1880-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kayson,1880-2020,M,67755,44,26,3.701251895716229,13.007320522134256,9.55411095687305,0.8236440115120656,Kason,0.17635598848793446,55806,5.367146336063759,17.562398837977348,17.558227312779263,13.007320522134256,0.8236440115120656,55806,5.367146336063759,12.44536009788542,0.8223461195361285,67260,0.9926942661058225
Kaliyah,1880-2020,M,5,1,0,-0.0,1.0,1.0,0.0,Kaliyah,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Daylen,1880-2020,M,13900,23,14,3.2008659708840126,9.195104501881387,6.525911085888501,0.7637410071942445,Daylen,0.2362589928057554,10616,4.031582733812949,14.661004061081359,14.646604722590286,9.195104501881387,0.7637410071942446,10616,4.031582733812949,8.211718410224474,0.7576383763837639,13550,0.9748201438848921
Denisha,1880-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Shani,1880-2020,M,120,1,1,-0.0,1.0,1.0,0.0,Shawnee,1.0,0,1.0,1.0,1.0,1.0,0.0,0,1.0,1.0,0.0,120,1.0
Jaylen,1880-2020,M,111768,41,25,2.7622616523908627,6.7845900832874335,4.2983509312398995,0.6635978097487654,Jalen,0.3364021902512347,74169,3.2900293465034713,13.443173214081574,13.44078922221125,6.7845900832874335,0.6635978097487653,74169,3.2900293465034713,6.623055124464823,0.6624592651111849,111391,0.9966269415217236
Janiece,1880-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Makiyah,1880-2020,M,28,2,0,0.9666186325481028,1.954254869428623,1.9121951219512199,0.3928571428571429,Macaiah,0.6071428571428571,11,1.3928571428571428,,2.0,1.954254869428623,0.39285714285714285,11,1.3928571428571428,0.0,0.0,0,0.0
Keshawn,1880-2020,M,17554,21,13,2.968890320419856,7.829337962245928,5.334761439876816,0.6712430215335536,Keshawn,0.3287569784664464,11783,3.4548251110857926,12.994728209513388,12.985110783058854,7.829337962245928,0.6712430215335536,11783,3.4548251110857926,7.205002346568426,0.6657399362872864,17265,0.9835365158938134
Kian,1880-2020,M,13252,4,3,0.9637953430602069,1.9504342199396953,1.6611849942099195,0.25958345910051317,Kian,0.7404165408994868,3440,1.2898430425596137,3.019484303653533,3.018623697756742,1.9504342199396953,0.2595834591005131,3440,1.2898430425596137,1.9393879869775905,0.25902431656849423,13242,0.9992453969212194
Kiana,1880-2020,M,19,1,0,-0.0,1.0,1.0,0.0,Kiana,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Caitlin,1880-2020,M,928,9,4,2.4724305978521617,5.549780059373398,4.7476928165830525,0.6950431034482758,Caitlin,0.30495689655172414,645,2.654094827586207,7.567921975760731,7.5071605961742085,5.549780059373398,0.6950431034482759,645,2.654094827586207,3.8118525201450297,0.6453634085213033,798,0.8599137931034483
Michaela,1880-2020,M,244,5,1,1.3854845066881183,2.6125968268686752,2.099887133182844,0.3729508196721312,Makayla,0.6270491803278688,91,1.5286885245901638,4.887430941267242,4.781020673054657,2.6125968268686752,0.3729508196721312,91,1.5286885245901638,1.0,0.0,153,0.6270491803278688
Kaylee,1880-2020,M,739,10,3,2.5940751950673606,6.038018574950073,4.903707494904326,0.7009472259810554,Kalei,0.29905277401894453,518,2.8051420838971586,8.949564006772489,8.858972802689431,6.038018574950073,0.7009472259810555,518,2.805142083897158,2.9629546823333124,0.5967153284671534,548,0.7415426251691475
Carly,1880-2020,M,2180,6,4,1.6163467271291214,3.06597668704394,2.4273218249553854,0.4073394495412844,Carlie,0.5926605504587156,888,1.711467889908257,4.418460976192676,4.409841338902696,3.06597668704394,0.4073394495412844,888,1.711467889908257,2.9829832110275896,0.4046082949308756,2170,0.9954128440366973
Hailey,1880-2020,M,1182,6,2,1.2111398600102783,2.315204867330666,1.8103229785657087,0.2927241962774958,Haley,0.7072758037225042,346,1.4086294416243654,4.7783496413333,4.732825345101236,2.315204867330666,0.2927241962774958,346,1.4086294416243654,1.7365046937471038,0.24069028156221617,1101,0.9314720812182741
Christy,1880-2020,M,3307,7,4,1.6359785256752988,3.1079828128791567,2.3353277979466407,0.4073178107045661,Christy,0.5926821892954339,1347,1.7039612942243725,6.135700457821303,6.120697717550879,3.1079828128791562,0.4073178107045661,1347,1.7039612942243725,2.5908585077963515,0.3799430559949383,3161,0.955851224674932
Taylin,1880-2020,M,3556,10,4,2.046618940934601,4.131366188791264,3.2580967148329023,0.5646794150731158,Taylen,0.43532058492688414,2008,2.0770528683914513,7.2596526751184145,7.235402169489257,4.131366188791264,0.5646794150731158,2008,2.0770528683914513,3.2299858594208968,0.537219730941704,3345,0.9406636670416197
Cambrie,1880-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Maylin,1880-2020,M,299,1,1,-0.0,1.0,1.0,0.0,Maylon,1.0,0,1.0,1.0,1.0,1.0,0.0,0,1.0,1.0,0.0,299,1.0
Braylen,1880-2020,M,35513,20,18,2.2702055436110617,4.823918535005241,3.1354709751254926,0.5326781741897333,Braylon,0.46732182581026666,18917,2.5256666572804325,11.165102363024205,11.158881481645231,4.823918535005241,0.5326781741897333,18917,2.5256666572804325,4.79411644453487,0.5322567007694259,35481,0.9990989215216963
Raylee,1880-2020,M,188,4,0,1.7415061566684402,3.3438407865873305,2.893254747871644,0.5,Raylee,0.5,94,1.851063829787234,3.9999999296473914,3.9999866206992536,3.3438407865873305,0.5,94,1.851063829787234,0.0,0.0,0,0.0
Chantel,1880-2020,M,161,9,0,2.72298328883916,6.602366790502564,5.03027362701339,0.6335403726708074,Shantel,0.36645962732919257,102,3.1055900621118013,8.990087623558596,8.92631695270298,6.602366790502564,0.6335403726708074,102,3.1055900621118013,0.0,0.0,0,0.0
Jaycee,1880-2020,M,2570,7,3,1.5975636496302248,3.026318122368767,2.6357144111313824,0.4832684824902723,Jaycee,0.5167315175097277,1242,1.716342412451362,4.338446790394617,4.3225349074058,3.026318122368767,0.4832684824902724,1242,1.7163424124513618,2.7359883743442106,0.47196819085487074,2515,0.9785992217898832
Lakeisha,1880-2020,M,48,2,0,0.8112781244591328,1.7547653506033232,1.6,0.25,Lakeisha,0.75,12,1.25,,1.9999999999996794,1.7547653506033232,0.25,12,1.25,0.0,0.0,0,0.0
Deshawn,1880-2020,M,43699,15,14,2.8327513503518733,7.1243152175888484,5.0775014449229,0.6462619281905764,Deshawn,0.35373807180942357,28241,3.175976566969496,11.240135568140731,11.237463595922268,7.1243152175888484,0.6462619281905765,28241,3.1759765669694957,7.103344857380859,0.6461080586080585,43680,0.9995652074418179
Jerrell,1880-2020,M,25503,18,14,3.0966512831543533,8.554308773246477,6.5325805372606816,0.7218758577422264,Jerrell,0.2781241422577736,18410,3.703564286554523,12.225113639342714,12.21960380096256,8.554308773246477,0.7218758577422264,18410,3.703564286554523,8.191466744103886,0.7193669634025717,25275,0.9910598753087873
Annalise,1880-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Aaliyah,1880-2020,M,144,2,1,0.8795864999831354,1.8398478951451243,1.7208298755186724,0.29861111111111116,Aaliyah,0.7013888888888888,43,1.2986111111111112,2.0,1.9999999999999996,1.8398478951451243,0.2986111111111111,43,1.2986111111111112,1.0,0.0,101,0.7013888888888888
Riley,1880-2020,M,114236,26,15,1.036322568631787,2.0509930009898656,1.3754098068154563,0.14998774466893094,Riley,0.850012255331069,17134,1.5012605483385273,6.9065522998836855,6.905379469379509,2.0509930009898656,0.14998774466893097,17134,1.5012605483385273,2.0004328001493397,0.14739041865692615,113888,0.9969536748485591
Jayden,1880-2020,M,383847,71,32,2.1305050797229614,4.378707498522057,2.5514989374736547,0.4135580061847559,Jayden,0.5864419938152441,158743,2.498263631082176,11.271822480570684,11.271147029675038,4.378707498522057,0.4135580061847559,158743,2.498263631082176,4.2956372931099684,0.41229792388988684,383024,0.9978559165500838
Kayden,1880-2020,M,319566,84,48,3.2548866975866173,9.545936222342055,6.789879681267638,0.8008924603994168,Kaden,0.19910753960058328,255938,4.558247748508915,14.444635049604049,14.443621610890077,9.545936222342055,0.8008924603994168,255938,4.558247748508915,9.307628437548761,0.8002386035413789,318520,0.9967268107370622
Mackenzie,1880-2020,M,10175,7,4,1.104599656356463,2.1503919706456203,1.7099379829569117,0.2677149877149877,Mackenzie,0.7322850122850123,2724,1.3523341523341523,4.390669528127245,4.385077525531655,2.1503919706456203,0.2677149877149877,2724,1.3523341523341523,2.0395180045725234,0.2611799702528508,10085,0.9911547911547911
Brittany,1880-2020,M,1454,5,2,1.1276272995401293,2.1849909428684513,1.7053200808570983,0.2585969738651994,Brittany,0.7414030261348006,376,1.358321870701513,4.140040438420079,4.118171786895746,2.1849909428684513,0.2585969738651995,376,1.358321870701513,1.643230037460047,0.197319434102755,1343,0.9236588720770289
Sherry,1880-2020,M,1277,4,3,1.0607019203046564,2.0859461587300574,1.636179112624151,0.23570869224745494,Sherry,0.7642913077525451,301,1.342208300704777,3.593645388118841,3.578913980489075,2.0859461587300574,0.23570869224745497,301,1.342208300704777,1.9970073973173728,0.2290679304897314,1266,0.9913860610806577
Kira,1880-2020,M,53,3,0,1.411994609879331,2.6610481400759216,2.466198419666374,0.49056603773584906,Kira,0.5094339622641509,26,1.6226415094339623,,2.9999992949884886,2.6610481400759216,0.49056603773584906,26,1.6226415094339623,0.0,0.0,0,0.0
Katherine,1880-2020,M,4749,4,3,1.568392726111377,2.9657412349041734,2.8769353426254693,0.6159191408717625,Katherine,0.38408085912823753,2925,1.850494841019162,3.2089156524542055,3.206971709764507,2.9657412349041734,0.6159191408717625,2925,1.850494841019162,2.924854228749104,0.615027437737442,4738,0.9976837228890293
Kristen,1880-2020,M,7796,7,7,2.3632102030510356,5.145139534442872,4.596741222814405,0.7253719856336582,Kristen,0.2746280143663417,5655,2.5831195484864033,6.595962019563533,6.591788341836015,5.145139534442872,0.7253719856336582,5655,2.5831195484864033,5.145139534442872,0.7253719856336582,7796,1.0
Carrie,1880-2020,M,96052,13,11,1.8064931871381371,3.497910042283185,2.7506201870375526,0.4822283762961729,Kerry,0.5177716237038271,46319,1.8759526090034564,6.551434444754515,6.550253740367165,3.497910042283185,0.48222837629617293,46319,1.8759526090034564,3.480312299058928,0.48187235638530623,95986,0.9993128721942282
Megan,1880-2020,M,1410,4,2,0.9577038505085771,1.9422162613576397,1.5585875579541195,0.21702127659574466,Megan,0.7829787234042553,306,1.278014184397163,3.398803727350372,3.3867738320793013,1.9422162613576397,0.2170212765957447,306,1.278014184397163,1.5789416815702781,0.17054845980465816,1331,0.9439716312056737
Jocelyn,1880-2020,M,394,4,1,0.6340956936497161,1.5519646466147514,1.250793650793651,0.1091370558375635,Jocelyn,0.8908629441624365,43,1.1598984771573604,3.7190271732853484,3.6440706186238234,1.5519646466147514,0.10913705583756345,43,1.1598984771573604,1.0,0.0,351,0.8908629441624365
Madelyn,1880-2020,M,43,1,0,-0.0,1.0,1.0,0.0,Madelyn,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Adalyn,1880-2020,M,11,2,0,0.9940302114769565,1.9917412148051292,1.9836065573770496,0.4545454545454546,Adelyn,0.5454545454545454,5,1.4545454545454546,,2.0,1.9917412148051292,0.45454545454545453,5,1.4545454545454546,0.0,0.0,0,0.0
Crystal,1880-2020,M,1423,4,2,0.7922955036719255,1.7318278207400677,1.406281750962035,0.16795502459592415,Crystal,0.8320449754040758,239,1.2059030217849613,3.2672177772982938,3.2534665448169786,1.731827820740068,0.1679550245959241,239,1.2059030217849613,1.4945620576701626,0.1382823871906841,1374,0.9655657062543921
Kelsey,1880-2020,M,6452,7,3,0.9841073531538285,1.9780890199277041,1.474421412120443,0.18536887786732792,Kelsey,0.8146311221326721,1196,1.3076565406075635,4.670076047784354,4.661462429246749,1.9780890199277041,0.18536887786732795,1196,1.3076565406075635,1.737765620542231,0.1649189704480457,6294,0.9755114693118413
Casey,1880-2020,M,126308,10,4,0.6151943260501703,1.531764306572789,1.262705376544481,0.11521835513189982,Casey,0.8847816448681002,14553,1.1433955093897457,3.159904391784757,3.159670928322821,1.531764306572789,0.1152183551318998,14553,1.1433955093897457,1.5160260021348795,0.11420849053612758,126164,0.9988599296956646
Aidan,1880-2020,M,475145,36,35,2.2535328296588175,4.768491116962533,3.2449747761199093,0.5294257542434415,Aiden,0.47057424575655854,251554,2.4812067895063614,9.983307958308679,9.98284713914709,4.768491116962533,0.5294257542434415,251554,2.4812067895063614,4.761969375669395,0.5293465104775136,475065,0.9998316303444211
Muhammad,1880-2020,M,67256,8,8,2.400077343406839,5.278314607876055,4.767280893608403,0.7528547638872368,Mohamed,0.24714523611276318,50634,2.730745212323064,6.831720034144926,6.831145811879532,5.278314607876055,0.7528547638872368,50634,2.730745212323064,5.278314607876055,0.7528547638872368,67256,1.0
Alistair,1880-2020,M,6600,8,6,2.2665160674800573,4.81159784791536,3.8176776705645663,0.5737878787878787,Alistair,0.4262121212121212,3787,2.3834848484848483,7.146512258311407,7.138493646115987,4.81159784791536,0.5737878787878787,3787,2.3834848484848483,4.405974557114267,0.5642137877614253,6455,0.978030303030303
Kane,1880-2020,M,32446,10,8,2.2376502578149893,4.716282895898631,3.4538160289834443,0.5257658879368797,Kane,0.47423411206312027,17059,2.3248474388214264,7.34230554513666,7.340981732140561,4.716282895898631,0.5257658879368797,17059,2.3248474388214264,4.679993750714944,0.5252098247346334,32408,0.9988288232755964
Reese,1880-2020,M,47850,7,6,1.717891358547421,3.2895525473582397,2.9935757053238805,0.6056217345872519,Reece,0.3943782654127482,28979,1.8893625914315568,4.57901626121797,4.578107879889801,3.2895525473582397,0.6056217345872519,28979,1.889362591431557,3.2555614914165028,0.604961272765334,47770,0.9983281086729363
Shay,1880-2020,M,14734,5,5,1.6009572225330846,3.033445144488963,2.5296895303705833,0.4638251662820687,Shea,0.5361748337179313,6834,1.6803990769648431,4.600930097278509,4.599493271093244,3.033445144488963,0.46382516628206866,6834,1.6803990769648431,3.033445144488963,0.4638251662820687,14734,1.0
Blaze,1880-2020,M,18105,7,5,1.835409870543746,3.5687278114269096,2.9537750030315775,0.5732670533001933,Blaise,0.42673294669980666,10379,1.924551228942281,5.336686926460508,5.33564092336965,3.5687278114269096,0.5732670533001933,10379,1.924551228942281,3.4872741084523033,0.5715632451616481,18033,0.996023198011599
Darryl,1880-2020,M,356495,14,11,2.0299963052091514,4.084038043455667,3.2914473894506413,0.5534916338237563,Darrell,0.44650836617624373,197317,2.065829815284927,6.575570300426822,6.575324095143695,4.084038043455667,0.5534916338237563,197317,2.065829815284927,4.070838015086897,0.5533212294343626,356359,0.9996185079734639
Tory,1880-2020,M,18580,8,8,2.3507171035380963,5.100777262917244,4.092035608027216,0.6308934337997847,Tory,0.36910656620021526,11722,2.4393972012917113,7.57322960998658,7.571159243809651,5.100777262917244,0.6308934337997847,11722,2.4393972012917113,5.100777262917244,0.6308934337997847,18580,1.0
Jeri,1880-2020,M,629913,10,7,0.19374953592379357,1.1437323943377464,1.0533655155791568,0.025930565014533724,Jerry,0.9740694349854663,16334,1.0330140828971621,2.193128536418919,2.193088309594075,1.1437323943377464,0.025930565014533752,16334,1.0330140828971621,1.1430305533222278,0.025879532609385913,629880,0.9999476118130599
Terri,1880-2020,M,425105,5,5,0.041755376327643326,1.0293655292016344,1.0075502991355763,0.0037567189282647906,Terry,0.9962432810717352,1597,1.0064783994542525,1.349594110894486,1.3495562624405695,1.0293655292016344,0.0037567189282647815,1597,1.0064783994542525,1.0293655292016344,0.0037567189282647906,425105,1.0
Shawn,1880-2020,M,795292,6,6,1.3439736618096727,2.5384954282287953,2.311152129384174,0.4720844670888177,Sean,0.5279155329111823,375445,1.5651094189304053,3.1697093360302295,3.169699009956874,2.5384954282287953,0.4720844670888177,375445,1.5651094189304053,2.5384954282287953,0.4720844670888177,795292,1.0
Lindsey,1880-2020,M,14047,8,5,1.4566258319225307,2.7446569336795132,2.283027796254558,0.45027407987470636,Lindsey,0.5497259201252936,6325,1.606819961557628,5.067340494930335,5.06411653495377,2.7446569336795132,0.45027407987470636,6325,1.606819961557628,2.6783482365456908,0.4481920823209947,13994,0.9962269523741725
Bailey,1880-2020,M,22923,8,6,0.5896474120364399,1.504878917050967,1.1829559989832137,0.08144658203551014,Bailey,0.9185534179644899,1867,1.1939536709854732,4.797595663733397,4.794228684618432,1.504878917050967,0.08144658203551018,1867,1.1939536709854732,1.4859667215117327,0.07992134585973343,22885,0.9983422763163635
Jamie,1880-2020,M,168681,11,8,1.4580350967094682,2.7473393010783225,2.313545905523605,0.4882292611497442,Jamie,0.5117707388502558,82355,1.640202512434714,5.190895739844276,5.190495773499724,2.7473393010783225,0.4882292611497442,82355,1.6402025124347142,2.7390814388124003,0.4880562671980264,168624,0.9996620840521457
Lori,1880-2020,M,3726,9,6,2.072326916377352,4.205644532334693,2.9409994216751083,0.475577026301664,Laurie,0.524422973698336,1772,2.134460547504026,7.725899812411021,7.713750171937633,4.205644532334693,0.475577026301664,1772,2.134460547504026,3.6415384333921157,0.45449469570072587,3582,0.961352657004831
Nikki,1880-2020,M,11929,6,6,1.713844381012185,3.280337785957039,2.3472059834675765,0.3791600301785565,Nicky,0.6208399698214435,4523,1.8014083326347556,5.7773274742798915,5.775291205687303,3.280337785957039,0.3791600301785565,4523,1.8014083326347556,3.280337785957039,0.3791600301785565,11929,1.0
Vicki,1880-2020,M,1262,4,4,1.8947071708354475,3.718464943225927,3.5377937713803367,0.6513470681458002,Vicky,0.3486529318541997,822,2.1061806656101427,3.9999953427599704,3.999992177413584,3.718464943225927,0.6513470681458003,822,2.1061806656101427,3.718464943225927,0.6513470681458002,1262,1.0
Cory,1880-2020,M,343431,14,12,1.5773045788121935,2.984117987742369,2.3717496104436693,0.46741557983990967,Corey,0.5325844201600903,160525,1.717561897440825,6.119567727780186,6.119283217379406,2.984117987742369,0.4674155798399096,160525,1.717561897440825,2.981141087748368,0.46735974606502717,343395,0.9998951754500904
Cody,1880-2020,M,322412,12,11,0.7207951254617979,1.648090110963586,1.258129540695312,0.11142265176234134,Cody,0.8885773482376587,35924,1.237305063086982,4.956189660471962,4.955869399254457,1.648090110963586,0.11142265176234135,35924,1.237305063086982,1.6477407369183068,0.11140611527080757,322406,0.9999813902708335
Sydney,1880-2020,M,92713,2,2,0.4683353649923816,1.383512199142701,1.2190169211183153,0.0997918307033534,Sidney,0.9002081692966466,9252,1.0997918307033534,1.999972977679791,1.9999728171505509,1.383512199142701,0.09979183070335336,9252,1.0997918307033534,1.383512199142701,0.0997918307033534,92713,1.0
Annabel,1880-2020,M,45,2,0,0.7642045065086203,1.6984332340231805,1.5283018867924527,0.2222222222222222,Anabel,0.7777777777777778,10,1.2222222222222223,,1.9999999999878226,1.6984332340231807,0.2222222222222222,10,1.2222222222222223,0.0,0.0,0,0.0
Isabel,1880-2020,M,2072,4,2,0.5965424727235453,1.512088386989725,1.2736644303584919,0.12065637065637069,Isabel,0.8793436293436293,250,1.135135135135135,2.8492083658133356,2.83551709568165,1.512088386989725,0.12065637065637065,250,1.135135135135135,1.4138856142682357,0.10991695163654125,2047,0.987934362934363
Eleanor,1880-2020,M,613,1,1,-0.0,1.0,1.0,0.0,Eleanor,1.0,0,1.0,1.0,1.0,1.0,0.0,0,1.0,1.0,0.0,613,1.0
Rachel,1880-2020,M,1972,2,2,0.44239998316345075,1.3588629732858513,1.2000782609286018,0.0917849898580122,Rachel,0.9082150101419878,181,1.091784989858012,1.9999493426978958,1.999934102714611,1.3588629732858513,0.09178498985801217,181,1.091784989858012,1.3588629732858513,0.0917849898580122,1972,1.0
Sofia,1880-2020,M,620,2,2,0.8008914949390786,1.7421773502385047,1.5834438668325357,0.24354838709677418,Sophia,0.7564516129032258,151,1.2435483870967743,1.99999999999996,1.9999999999992446,1.7421773502385047,0.2435483870967742,151,1.2435483870967743,1.7421773502385047,0.24354838709677418,620,1.0
Lee,1880-2020,M,236851,2,2,0.14982136919179376,1.1094320965200448,1.043938609761781,0.021507192285445287,Lee,0.9784928077145547,5094,1.0215071922854453,1.886351365325934,1.8862991325569909,1.1094320965200448,0.02150719228544528,5094,1.0215071922854453,1.1094320965200448,0.021507192285445287,236851,1.0
Zachary,1880-2020,M,633487,21,20,0.9500967899283452,1.9320022708887423,1.3596753396518748,0.1455657337877494,Zachary,0.8544342662122506,92214,1.3858011293049424,5.799170799996503,5.799028399179935,1.9320022708887423,0.1455657337877494,92214,1.3858011293049424,1.9293041056041025,0.14543488214212408,633390,0.9998468792571907
Nicholas,1880-2020,M,1074921,29,29,0.9240562337854124,1.8974425879066183,1.3806379552544947,0.15424110236938338,Nicholas,0.8457588976306166,165797,1.3426744849156358,5.034852987173417,5.034784713471557,1.8974425879066183,0.15424110236938343,165797,1.3426744849156358,1.8974425879066183,0.15424110236938338,1074921,1.0
Michael,1880-2020,M,4557092,15,15,0.26551996943848544,1.202069215659703,1.0792123708174193,0.0379928691367214,Michael,0.9620071308632786,173137,1.0548997035828989,2.376764202792949,2.3767586634242726,1.202069215659703,0.037992869136721404,173137,1.0548997035828989,1.202069215659703,0.0379928691367214,4557092,1.0
Christopher,1880-2020,M,2144873,17,17,0.37610435718857016,1.2978326421266582,1.1009974977671668,0.04744196975765003,Christopher,0.95255803024235,101757,1.1123898711019253,3.535568501860296,3.535533348930896,1.2978326421266582,0.047441969757649985,101757,1.1123898711019253,1.2978326421266582,0.04744196975765003,2144873,1.0
Stephanie,1880-2020,M,2686,3,1,0.1379253730267714,1.100321691030068,1.036443181775737,0.017870439314966458,Stephanie,0.9821295606850335,48,1.0197319434102756,1.9798249704454325,1.970875001008561,1.100321691030068,0.017870439314966492,48,1.0197319434102756,1.0,0.0,2638,0.9821295606850335
Tyreek,1880-2020,M,8521,11,7,2.6064482082899936,6.090025243893559,5.3861740251745935,0.7428705550991668,Tyreek,0.2571294449008332,6330,2.9282948010796854,7.717422800674268,7.712007346564138,6.090025243893559,0.7428705550991668,6330,2.9282948010796854,5.757845094208034,0.7394458318468308,8409,0.9868560028165708
Rashawn,1880-2020,M,11261,8,3,1.5510567094242342,2.9303169317909425,2.4902778612113563,0.45022644525352984,Rashawn,0.5497735547464702,5070,1.6672586804013854,4.426536103898698,4.4217125235434995,2.9303169317909425,0.4502264452535299,5070,1.6672586804013854,2.6558619732469415,0.4399819086386251,11055,0.9817067755971939
Tyesha,1880-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Akilah,1880-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Myesha,1880-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Deonte,1880-2020,M,16568,9,7,2.033442084070754,4.093804148406379,3.207714895655608,0.5229357798165137,Deonte,0.47706422018348627,8664,2.065427329792371,6.488378763291946,6.4851963742941425,4.093804148406379,0.5229357798165137,8664,2.065427329792371,4.019211064255444,0.5213758023495216,16514,0.9967407049734428
Devonte,1880-2020,M,32198,26,14,2.711743616450735,6.551129268191866,4.631088303191873,0.6505373004534443,Devonte,0.3494626995465557,20946,2.954748742157898,11.142153257586376,11.137315512693302,6.551129268191866,0.6505373004534443,20946,2.954748742157898,6.228048092455694,0.6475158198107889,31922,0.9914280390086341
Trevon,1880-2020,M,23035,16,11,1.6865299568008947,3.218815660132865,2.260730328863563,0.3986976340351639,Trevon,0.6013023659648361,9184,1.8685044497503798,8.272836234666748,8.265654304942599,3.218815660132865,0.3986976340351639,9184,1.8685044497503798,3.1268309469305064,0.396023198011599,22933,0.9955719557195571
Sherilyn,1880-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jerilyn,1880-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Georgeann,1880-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Annalee,1880-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Nisha,1880-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jessalyn,1880-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Lilyann,1880-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Maylee,1880-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Shaylee,1880-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jaylee,1880-2020,M,123,1,1,-0.0,1.0,1.0,0.0,Jaylee,1.0,0,1.0,1.0,1.0,1.0,0.0,0,1.0,1.0,0.0,123,1.0
Kenisha,1880-2020,M,5,1,0,-0.0,1.0,1.0,0.0,Kenisha,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Tanisha,1880-2020,M,21,1,0,-0.0,1.0,1.0,0.0,Tanisha,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Janine,1880-2020,M,28,3,0,1.5353095429737658,2.8985061425117475,2.8201438848920866,0.6071428571428572,Janine,0.39285714285714285,17,1.8214285714285714,,2.9999999999663904,2.8985061425117475,0.6071428571428571,17,1.8214285714285714,0.0,0.0,0,0.0
Janelle,1880-2020,M,141,3,0,1.3473478496066538,2.5444394318032,2.221589004358029,0.3900709219858156,Janelle,0.6099290780141844,55,1.5531914893617023,2.9999999999999987,2.999999981530926,2.5444394318032,0.3900709219858156,55,1.5531914893617023,0.0,0.0,0,0.0
Janae,1880-2020,M,16,3,0,1.579434002924965,2.9885258109664425,2.9767441860465116,0.625,Janae,0.375,10,1.9375,,3.0,2.9885258109664425,0.625,10,1.9375,0.0,0.0,0,0.0
Chanel,1880-2020,M,97,2,0,0.5399357331112666,1.4539077495030552,1.2768353915049533,0.12371134020618557,Chanel,0.8762886597938144,12,1.1237113402061856,,1.999998160418028,1.4539077495030552,0.12371134020618557,12,1.1237113402061856,0.0,0.0,0,0.0
Cadence,1880-2020,M,4344,11,6,2.2617773286660414,4.795819392054957,3.8524617139086708,0.6141804788213627,Cadence,0.3858195211786372,2668,2.3183701657458564,7.117691948529842,7.104295971726513,4.795819392054957,0.6141804788213628,2668,2.3183701657458564,4.463216716243396,0.6088681446907818,4285,0.9864180478821363
Maisie,1880-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jamir,1880-2020,M,16046,21,13,2.843528034273815,7.177731885709244,4.501915770846901,0.5843200797706594,Jamir,0.41567992022934064,9376,3.289480244297644,12.549751641533772,12.540124145560156,7.177731885709244,0.5843200797706594,9376,3.289480244297644,6.733708529167051,0.5792329043653798,15852,0.9879097594416054
Emmalyn,1880-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Marilee,1880-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Macy,1880-2020,M,643,4,1,0.7470972421745083,1.678412400664997,1.3267602198810742,0.1368584758942457,Macy,0.8631415241057543,88,1.2037325038880249,3.6341374546418477,3.6009936842892882,1.678412400664997,0.1368584758942457,88,1.2037325038880249,1.0,0.0,555,0.8631415241057543
Journey,1880-2020,M,1675,7,2,0.609108200896568,1.5253160463679902,1.2158484449924052,0.09552238805970148,Journey,0.9044776119402985,160,1.1695522388059703,4.259896157122024,4.212829360624744,1.5253160463679902,0.0955223880597015,160,1.1695522388059703,1.2771163659740115,0.06654343807763397,1623,0.968955223880597
Jacqueline,1880-2020,M,1727,6,3,1.0846620114663656,2.120878554011378,1.5161636983359215,0.19455703532136648,Jacqueline,0.8054429646786335,336,1.4163288940359005,5.001044233127017,4.983099686059237,2.120878554011378,0.19455703532136653,336,1.4163288940359005,1.6196682434590344,0.13225202744853404,1603,0.9281991893456861
Kaylin,1950-2025,ALL,163304,55,45,4.6148556407348575,24.502476058749508,17.462604375322176,0.8779331798363788,Kaylin,0.12206682016362122,143370,9.645177093028952,27.845003970933764,27.84211773351714,19.076270980949204,0.8534267378631264,139368,7.6113199921618575,24.290640357608986,0.8777692614280896,163085,0.9986589428305491
Shaelyn,1950-2025,ALL,17436,28,15,3.5644941784158823,11.830951311036825,9.113621384360851,0.7996100022941042,Shaelyn,0.20038999770589586,13942,4.914200504702913,15.726751095795743,15.715777035977835,11.258293814846262,0.7946203257627896,13855,4.728435420968112,10.540425555651844,0.7942406218715035,16981,0.9739045652672631
Shante,1950-2025,ALL,24062,26,19,3.6450621437612587,12.510453163380452,8.534769917293874,0.7493973900756379,Shante,0.25060260992436206,18032,5.379852048873743,17.245944007324834,17.23927856904938,12.367393750883547,0.7493973900756379,18032,5.347103316432549,12.052816329940567,0.7475297270139005,23884,0.9926024436871416
Charisse,1950-2025,ALL,26117,44,26,4.06267141873316,16.71036590001961,10.587709411235833,0.7990580847723705,Charisse,0.20094191522762953,20869,6.935214611172799,22.41757865739697,22.40450150865237,16.71036590001961,0.7990580847723705,20869,6.9352146111728,15.064850323287791,0.7944620686954138,25533,0.9776390856530229
Kamiyah,1950-2025,ALL,1374,9,4,2.3761855038420303,5.191622571277914,4.517314318529863,0.7023289665211063,Kamaiyah,0.29767103347889373,965,2.583697234352256,7.427889423064648,7.378381858023831,5.191622571277914,0.7023289665211062,965,2.583697234352256,3.920343431115532,0.675654242664552,1261,0.9177583697234353
Kayson,1950-2025,ALL,98640,46,27,3.8001846167106454,13.930591548457377,10.34936267756502,0.8429947283049473,Kayson,0.1570052716950527,83153,5.708769261962693,18.22119167499459,18.218305801063085,13.698577150904232,0.8414841849148419,83004,5.629511354420114,13.276665341448307,0.8417061030080644,97837,0.9918592862935929
Kaliyah,1950-2025,ALL,19803,15,13,1.9376795178641308,3.830889779569544,2.224655986647939,0.3460081805787002,Kaliyah,0.6539918194212998,6852,2.165580972579912,9.940228882666808,9.932219174433744,3.830478984232605,0.3460081805787002,6852,2.165580972579912,3.7531832014951765,0.34375475044337467,19735,0.9965661768418926
Daylen,1950-2025,ALL,24511,26,20,3.569708174223871,11.873786513770572,9.000816799963218,0.8233446207825058,Daylen,0.1766553792174942,20181,5.015870425523235,16.644795071775924,16.634981248901063,8.727622539754405,0.7566398759740525,18546,3.839419036351026,11.44225123696059,0.8219572368421053,24320,0.9922075802700828
Denisha,1950-2025,ALL,16226,43,22,3.9052706020199595,14.983166043316672,8.577691941045021,0.7346234438555406,Denisha,0.2653765561444595,11920,6.479354123012449,22.33271839258968,22.308744999103876,14.983166043316672,0.7346234438555405,11920,6.479354123012449,12.462121585432614,0.7225336684064695,15519,0.956427955133736
Shani,1950-2025,ALL,5636,11,6,1.6371260999682598,3.1104560036608864,1.9133401286647536,0.2883250532292406,Shawnee,0.7116749467707594,1625,1.8607168204400284,8.11779813298762,8.103894178884232,3.0877228591986534,0.28832505322924057,1625,1.8607168204400284,2.604474462658611,0.258732212160414,5411,0.9600780695528743
Jaylen,1950-2025,ALL,202314,58,34,3.6604735276257947,12.644810643380008,8.081544253682122,0.7728728609982503,Jaylen,0.22712713900174974,156363,5.349278843777494,18.366480593762233,18.365065764383427,8.947633443087016,0.7276263629803177,147209,4.284903664600572,12.317188876937267,0.7720005954153022,201540,0.996174263768202
Janiece,1950-2025,ALL,9797,22,9,2.97626352302211,7.869453897272624,5.523407576134506,0.7147085842604879,Jenise,0.2852914157395121,7002,3.4847402265999796,12.712765316709508,12.694417966517456,7.869453897272624,0.7147085842604879,7002,3.4847402265999796,6.229725008143461,0.698424687095382,9268,0.9460038787383893
Makiyah,1950-2025,ALL,1826,9,6,2.655058180868238,6.298717821524321,5.458348748809052,0.712486308871851,Makaiya,0.28751369112814895,1301,2.986856516976999,7.785539938678069,7.768572923972089,5.811750458807449,0.6894852135815991,1259,2.839539978094195,5.370657067960666,0.6942341292952825,1717,0.9403066812705367
Keshawn,1950-2025,ALL,18823,21,13,2.9374422184295903,7.660519426964923,5.20923679506637,0.661531105562344,Keshawn,0.33846889443765604,12452,3.388567178451894,12.78235797773703,12.773444537844894,7.558930041048437,0.661531105562344,12452,3.379004409499017,7.0796913564210335,0.6562533721808568,18534,0.9846464431812145
Kian,1950-2025,ALL,17763,4,3,0.9075574299098986,1.8758668521626234,1.5907518573277386,0.2361650622079604,Kian,0.7638349377920396,4195,1.2617238079153297,2.9712148800546396,2.9704775917644404,1.8754770982100812,0.23616506220796038,4195,1.2617238079153297,1.8675873905299822,0.23573480538500535,17753,0.9994370320328774
Kiana,1950-2025,ALL,57947,31,21,2.8441445695875247,7.1807999429007285,3.9617877204842435,0.5390097848033548,Kiana,0.46099021519664524,31234,3.45660689940808,14.14052347526986,14.136609059819419,7.178976462424952,0.5390097848033548,31234,3.45660689940808,6.929591526042935,0.536425794807719,57624,0.9944259409460369
Caitlin,1950-2025,ALL,634363,57,41,3.096108216227463,8.551089320900953,6.0680427507243655,0.736868323026406,Kaitlyn,0.26313167697359396,467442,3.7721493845006724,13.294449856118623,13.294095057905654,8.545866581912643,0.7367879274169521,467391,3.770883547747898,8.481884795547385,0.7366079881843544,633736,0.9990116069190669
Michaela,1950-2025,ALL,310534,99,53,3.18675255633672,9.105590354445518,5.16903879502451,0.6516226886588908,Makayla,0.34837731134110916,202351,4.629979325935325,16.777911599480824,16.77659264073865,9.102608451371808,0.6516226886588908,202351,4.62975712804395,8.820036683451667,0.6501615265961058,309237,0.9958233236940238
Kaylee,1950-2025,ALL,354736,67,54,3.6122964258716928,12.229524668770505,5.421656370709659,0.6036601867304137,Kaylee,0.3963398132695864,214140,6.068614406206305,21.98717261976749,21.98584657791448,12.171763945893664,0.603378286951423,214040,6.042575323620946,12.120087510457054,0.603183652733482,354310,0.9987991069415002
Carly,1950-2025,ALL,188341,19,19,3.207668630946312,9.238564049799693,6.053842038196077,0.6462480288413037,Carly,0.3537519711586962,121715,4.3584827520295635,13.059278465447697,13.058886940093446,9.203289358851528,0.6450852443174879,121496,4.355419159928003,9.238564049799693,0.6462480288413037,188341,1.0
Hailey,1950-2025,ALL,498341,26,25,2.5547930734538946,5.875831698886468,3.9490366249719706,0.6353942380819559,Hailey,0.36460576191804406,316643,2.804132110342115,11.406955078497303,11.406592446854013,5.871966039412682,0.6345394017349566,316217,2.8032712540208413,5.8713010507530505,0.6353613113490777,498296,0.9999097003858803
Christy,1950-2025,ALL,364878,29,19,2.7245567000484527,6.609571296247906,5.499781026881172,0.7319734267344153,Christy,0.26802657326558466,267081,3.051581624542998,9.016535488967449,9.016266483967085,6.598767055286255,0.7319734267344153,267081,3.0499043515914908,6.55361944962436,0.7316925288617708,364496,0.9989530747263469
Taylin,1950-2025,ALL,17472,16,12,3.119460758558123,8.690629964275514,7.3439997436451,0.7898351648351648,Taylin,0.21016483516483517,13800,3.8749427655677655,10.807414525162477,10.803528143287961,6.8436255259410705,0.7178342490842491,12542,3.301625457875458,8.544586044252707,0.7892320055102744,17422,0.9971382783882784
Cambrie,1950-2025,ALL,11540,12,11,3.0353276568102108,8.198316328486266,7.0681585855572875,0.7927209705372618,Cambrie,0.2072790294627383,9148,3.716724436741768,10.266369795129904,10.260160734192716,8.198316328486266,0.7927209705372616,9148,3.716724436741768,8.033533091720614,0.7917283413147584,11485,0.9952339688041595
Maylin,1950-2025,ALL,10941,10,8,2.4924916382612725,5.627490195954124,4.619195664683977,0.7136459190201992,Maylin,0.28635408097980075,7808,2.685586326661183,8.296979291302094,8.291615104473571,5.306759611238105,0.7023124028882186,7684,2.5973859793437533,5.402908103636666,0.7110844706750277,10844,0.9911342656064345
Braylen,1950-2025,ALL,70111,21,21,2.97357423938091,7.854798352994896,5.827365580363117,0.7295859422915092,Braylon,0.2704140577084908,51152,3.4951006261499624,12.655164104772105,12.652326153101304,5.000386421196443,0.5754161258575687,40343,2.5624937598950237,7.854798352994896,0.7295859422915092,70111,1.0
Raylee,1950-2025,ALL,15961,18,16,2.9684285306054523,7.8268322837464765,5.465598070300459,0.6785289142284319,Raylee,0.3214710857715682,10830,3.497149301422217,13.220576136027743,13.209140408687567,7.73651415197129,0.6782783033644508,10826,3.4779149176116784,7.716151222076973,0.6777010050251256,15920,0.9974312386441953
Chantel,1950-2025,ALL,49730,20,20,3.053201688009442,8.300519819730267,5.807200402517998,0.6984315302634225,Chantel,0.3015684697365775,34733,3.6352101347275285,13.571902841797835,13.567640184489067,8.283919812998228,0.6974663181178363,34685,3.6309471144178564,8.300519819730267,0.6984315302634225,49730,1.0
Jaycee,1950-2025,ALL,44352,17,13,2.9685120160926517,7.827285217869384,6.169760657561838,0.7140827922077921,Jaycee,0.2859172077922078,31671,3.4834731240981243,10.685509369158014,10.683606997007152,7.526737116160147,0.7140827922077922,31671,3.424715909090909,7.710990393207701,0.7133719090457031,44242,0.9975198412698413
Lakeisha,1950-2025,ALL,35456,15,15,2.454593550515761,5.481586678702918,3.7630581246864105,0.6365636281588447,Lakeisha,0.36343637184115524,22570,2.6772619584837543,10.534879537470637,10.531175439499465,5.4781630091576,0.6365636281588448,22570,2.677261958483755,5.481586678702918,0.6365636281588447,35456,1.0
Deshawn,1950-2025,ALL,47637,15,14,2.8023294823362073,6.975658833631697,4.935222150361024,0.6377395721812876,Deshawn,0.36226042781871237,30380,3.123685370615278,11.152448466477242,11.149982804315984,6.903188541370127,0.6377395721812876,30380,3.1101874593278334,6.956523716933827,0.637595027090596,47618,0.9996011503663119
Jerrell,1950-2025,ALL,23138,18,14,3.142122020488988,8.828216563054951,6.783774665271577,0.7366237358457948,Jerrell,0.26337626415420523,17044,3.8082375313337367,12.552753845738366,12.546586743917413,8.79507148702888,0.7366237358457948,17044,3.8027919439882445,8.426853414210939,0.7340026189436928,22910,0.9901460800414902
Annalise,1950-2025,ALL,40175,20,20,2.6922081370851942,6.463018570942641,4.143317319595949,0.5727442439327941,Annalise,0.42725575606720595,23010,3.045749844430616,12.086062858833298,12.080816023501603,6.463018570942641,0.572744243932794,23010,3.045749844430616,6.463018570942641,0.5727442439327941,40175,1.0
Aaliyah,1950-2025,ALL,231471,39,39,2.6778545484715024,6.399035847716419,3.5282362080240186,0.5244458269070423,Aaliyah,0.47555417309295767,121394,3.401972601319388,14.159154819331704,14.157746719533971,6.397488100943962,0.5244458269070423,121394,3.401972601319388,6.399035847716419,0.5244458269070423,231471,1.0
Riley,1950-2025,ALL,413601,57,29,2.1209063157329133,4.349671099718919,2.6285124533866284,0.42044627551674196,Riley,0.579553724483258,173897,2.34507653511476,10.011272951069872,10.01079726558684,3.961064957294138,0.42044627551674196,173897,2.2784011644072426,4.265992564438752,0.41912751840489315,412662,0.9977296960113733
Jayden,1950-2025,ALL,495724,75,37,2.3258874177273476,5.013740813792789,2.804624647571602,0.44311754121244884,Jayden,0.5568824587875512,219664,2.7710984338059084,12.42527180494726,12.424727617421505,4.667684889123513,0.44311754121244884,219664,2.6241013144411003,4.947898860614047,0.44230528361501564,495002,0.9985435443916373
Kayden,1950-2025,ALL,391902,85,48,3.2710837915544473,9.65371202791755,6.8298184955939485,0.7914861368403325,Kayden,0.20851386315966747,310185,4.5598695592265415,14.693403411819556,14.692567195981853,9.37390688253855,0.7914861368403325,310185,4.487979137641553,9.417808939417457,0.7908194740600993,390653,0.9968129787548928
Mackenzie,1950-2025,ALL,281602,27,27,1.9613990462211677,3.8943945284890544,2.7522491575088543,0.4704050397369337,Mackenzie,0.5295949602630663,132467,2.181081810498505,8.546886037988818,8.546133256013796,3.8664864711972426,0.4704050397369337,132467,2.176664228237015,3.8943945284890544,0.4704050397369337,281602,1.0
Brittany,1950-2025,ALL,542350,42,42,1.9054139881241834,3.7461638148351555,2.1123323239790848,0.33299345441135797,Brittany,0.667006545588642,180599,2.3768157094127407,10.961058233229958,10.96054799075906,3.745220419872886,0.33299345441135797,180599,2.376804646446022,3.7461638148351555,0.33299345441135797,542350,1.0
Sherry,1950-2025,ALL,378542,12,12,1.9459139375039856,3.8528177333267575,2.9544371208904217,0.4888810224492923,Sherry,0.5111189775507077,185062,1.9732632046113774,6.481206996570785,6.480994645857095,3.851687307343209,0.48888102244929227,185062,1.9732632046113774,3.8528177333267575,0.4888810224492923,378542,1.0
Kira,1950-2025,ALL,109026,14,14,2.1833822673299417,4.542171777150574,3.573842176487509,0.6253554198081192,Kira,0.37464458019188085,68180,2.2769981472309357,8.197113600768615,8.195950261435655,4.54161551666599,0.6253554198081192,68180,2.2768880817419697,4.542171777150574,0.6253554198081192,109026,1.0
Katherine,1950-2025,ALL,1235423,21,18,2.003367378068947,4.009347258879112,3.3160646491944026,0.61226154928312,Katherine,0.38773845071687996,756402,2.1562566019897638,7.151674919463346,7.151568313965264,4.008793058440419,0.61226154928312,756402,2.1562566019897638,4.006108539925129,0.6122292199592009,1235320,0.9999166277461242
Kristen,1950-2025,ALL,455426,18,14,1.7699585810480576,3.4104416538312035,2.5596819300196927,0.516637170473359,Kristen,0.483362829526641,235290,1.9400078168571844,7.9362031080226405,7.935914222717618,3.367687103403983,0.516637170473359,235290,1.9363233543978604,3.4024762489151126,0.5165118996371687,455308,0.9997409019247913
Carrie,1950-2025,ALL,470282,18,16,2.8149271325929157,7.036837182972814,5.061311875981651,0.6464865761394227,Carrie,0.35351342386057727,304031,3.1450342560421194,10.896335375198674,10.896104517967562,5.588586475640912,0.5513053869805776,259269,2.6958952288201545,7.028787168915966,0.6464384604587659,470218,0.9998639114403698
Megan,1950-2025,ALL,614541,20,20,1.4128484025242227,2.6626234249991376,1.835249287487024,0.28256698902107424,Megan,0.7174330109789258,173649,1.5722824026387174,6.3501631790101,6.350002334943926,2.662317015468383,0.28256698902107424,173649,1.5722824026387174,2.6626234249991376,0.28256698902107424,614541,1.0
Jocelyn,1950-2025,ALL,169826,23,23,2.0465193317871826,4.131080953418655,2.2230918603685357,0.3436694028005135,Jocelyn,0.6563305971994865,58364,2.4349157372840438,11.70864902867221,11.707353439296023,4.128407577954992,0.34366940280051345,58364,2.4342797922579584,4.131080953418655,0.3436694028005135,169826,1.0
Madelyn,1950-2025,ALL,201349,21,21,2.3518313064303076,5.1047181484184385,3.121550644998016,0.4697316599536129,Madelyn,0.5302683400463871,94580,2.5987067231523375,10.075442210595273,10.07462424933079,5.103913923610826,0.4697316599536129,94580,2.5987067231523375,5.1047181484184385,0.4697316599536129,201349,1.0
Adalyn,1950-2025,ALL,136631,22,22,3.0611448125028278,8.346346482223604,6.117133355089667,0.7496175831253522,Adalynn,0.2503824168746478,102421,3.6460466511992156,13.166999962953208,13.165674936539688,8.345356832778302,0.7495736692258711,102415,3.6458490386515505,8.346346482223604,0.7496175831253522,136631,1.0
Crystal,1950-2025,ALL,462469,23,23,1.527466641860608,2.8827917901919435,1.8802826962312362,0.2912584411063228,Crystal,0.7087415588936772,134698,1.7267968231384156,7.585596911820505,7.585341498789339,2.8819002513373695,0.2912584411063228,134698,1.7267124931617037,2.8827917901919435,0.2912584411063228,462469,1.0
Kelsey,1950-2025,ALL,208318,17,17,1.5544422848230577,2.9372015874775586,1.7597104154442005,0.25486995842894034,Kelsey,0.7451300415710597,53094,1.8462302825487957,9.05802077576566,9.057252590610581,2.910055555157171,0.2548699584289404,53094,1.826793652012788,2.9372015874775586,0.25486995842894034,208318,1.0
Casey,1950-2025,ALL,294150,19,17,1.8206426028283822,3.5323850238754964,2.1698649333819455,0.34405575386707465,Casey,0.6559442461329253,101204,1.9721842597314294,8.950964397221322,8.950489547005413,3.1464819815227836,0.3440557538670746,101204,1.9656739758626551,3.52292295399993,0.34384160732382485,294054,0.999673635900051
Aidan,1950-2025,ALL,539980,36,36,2.2497684418628907,4.756065031902952,3.1938423957069033,0.5186636542094152,Aiden,0.4813363457905848,280068,2.4919459979999257,10.096714429420222,10.096300549089023,4.727953015369783,0.5175895403533464,279488,2.480336308752176,4.756065031902952,0.5186636542094152,539980,1.0
Muhammad,1950-2025,ALL,81869,8,8,2.378881923060087,5.201334867091392,4.673372754770748,0.7319253930058996,Muhammad,0.26807460699410035,59922,2.659541462580464,6.8025195407949015,6.802036830911165,5.200343317340722,0.7318032466501362,59912,2.6592971698689367,5.201334867091392,0.7319253930058996,81869,1.0
Alistair,1950-2025,ALL,9254,8,7,2.256820906391825,4.779371479885895,3.703683732330236,0.5582450832072617,Alistair,0.44175491679273826,5166,2.3501188675167493,7.260203398964505,7.254809342738714,4.772603032396085,0.5575967149340826,5160,2.348173762697212,4.592378927324488,0.5539065910082933,9164,0.9902744759023125
Kane,1950-2025,ALL,39799,10,8,2.210619322417063,4.628739341755496,3.3249394377263,0.5086057438629111,Kane,0.49139425613708887,20242,2.2982235734566197,7.401872362503431,7.400755693685984,4.624458543491704,0.5086057438629111,20242,2.2970928917812006,4.587128799084327,0.5079257246376812,39744,0.9986180557300435
Reese,1950-2025,ALL,104754,7,7,1.467001940828625,2.7644681320380466,2.2966459074741916,0.40382228840903445,Reese,0.5961777115909656,42302,1.5928938274433435,4.212777531716911,4.2123534380857475,2.314874561099714,0.3772457376329305,39518,1.5660977146457415,2.7644681320380466,0.40382228840903445,104754,1.0
Shay,1950-2025,ALL,45185,5,5,1.7645716938678164,3.3977311311473875,2.966621856337873,0.5329866106008632,Shea,0.4670133893991369,24083,1.8486001991811443,4.46305062682284,4.462672197983001,3.3519317710478664,0.5329866106008632,24083,1.8486001991811443,3.3977311311473875,0.5329866106008632,45185,1.0
Blaze,1950-2025,ALL,22532,7,5,1.7802726560393192,3.4349108508407706,2.8780417731935097,0.5867654890821943,Blaise,0.4132345109178058,13221,1.8865169536658974,5.23042614006871,5.229236548281419,3.4189801421768435,0.5832149831350968,13141,1.8829664477188,3.3599389342082877,0.5852006949703746,22447,0.996227587431209
Darryl,1950-2025,ALL,297241,14,11,2.0146890912509035,4.04093484832721,3.3309494385145824,0.5818309048886257,Darrell,0.4181690951113743,172944,2.0657883670153177,6.517822640412473,6.517536676418465,4.006281754659409,0.5736388990751612,170509,2.0490208282168343,4.0283778412293065,0.5816789114638898,297133,0.9996366584690537
Tory,1950-2025,ALL,71577,8,8,2.196457326583592,4.583524314257587,3.045482724929116,0.4645905807731534,Tori,0.5354094192268466,33254,2.3700490380988306,7.880355182241187,7.880105345668341,3.5389368058319244,0.38418765804657923,27499,2.0271875043659278,4.583524314257587,0.4645905807731534,71577,1.0
Jeri,1950-2025,ALL,406532,10,9,0.9943403753995885,1.9921694637848881,1.3835699458632167,0.15276288213473965,Jerry,0.8472371178652603,62103,1.4044085090472582,6.273347269941595,6.273149581633179,1.4578515725776744,0.11705351608237483,47586,1.2658659096946858,1.988361561104406,0.15257736017104484,406443,0.999781075044523
Terri,1950-2025,ALL,617461,7,6,1.3019834359208704,2.4656763414849867,1.9703477922404948,0.330250817460536,Terry,0.669749182539464,203917,1.4613052484286457,4.042886918886452,4.042866937076269,1.741978673344269,0.22988820346548203,141947,1.3605652826656258,2.4645111560520006,0.3302193601886524,617432,0.9999530334709399
Shawn,1950-2025,ALL,840445,6,6,1.3619905424024243,2.570395824635451,2.3429014641105397,0.49334935659085366,Sean,0.5066506434091463,414633,1.5887404886696928,3.284637158711888,3.284621235322546,2.506271289062023,0.45786458364318905,384810,1.5528594970521565,2.570395824635451,0.49334935659085366,840445,1.0
Lindsey,1950-2025,ALL,343356,41,28,1.944067095153592,3.8478887675548803,2.654014874911649,0.5272282994909074,Lindsey,0.4727717005090926,181027,2.3051497571034147,9.591676255655846,9.591003729355364,3.83270555801139,0.5272282994909074,181027,2.2974172578897702,3.793096838738842,0.5264172851608084,342768,0.9982874916995771
Bailey,1950-2025,ALL,190680,18,16,1.7397622737272678,3.3398013022631536,2.024154914836041,0.3136458988881896,Bailey,0.6863541011118104,59806,1.9428518984686385,9.079439412801028,9.078585590665538,3.249723864401911,0.3136458988881896,59806,1.9223410950283197,3.3280623596832974,0.31334700965912365,190597,0.9995647157541431
Jamie,1950-2025,ALL,543416,12,11,1.583594723823652,2.9971571357306788,2.1012923826546976,0.34926649196932,Jamie,0.65073350803068,189797,1.6889086813785388,6.994161851708516,6.993995123940387,2.8128590113459957,0.34926649196932,189797,1.6542115064701812,2.9965612244251525,0.3492545168805644,543406,0.9999815978918545
Lori,1950-2025,ALL,566183,14,13,1.587299467502621,3.004863523862021,2.2344880340184923,0.3962852999825145,Lori,0.6037147000174855,224370,1.6868874551161022,6.615412609479191,6.615256513054133,3.001621049976612,0.3962852999825145,224370,1.6855945869091795,3.003982726572714,0.3962682388765152,566167,0.9999717405856411
Nikki,1950-2025,ALL,66006,9,9,1.9292791836755012,3.808648594751906,2.5633699240036036,0.40541768930097266,Nikki,0.5945823106990273,26760,2.0262854891979516,6.995186359670591,6.994450001614473,3.0684336036828426,0.32545526164288097,21482,1.7322970639032815,3.808648594751906,0.40541768930097266,66006,1.0
Vicki,1950-2025,ALL,288730,9,6,1.744783232768978,3.351444940891564,2.897655912121629,0.5548782599660582,Vicki,0.4451217400339417,160210,1.8399542825477089,5.170024996262472,5.169866377831997,3.348403718151728,0.5545180618570983,160106,1.8388598344474076,3.338266943864159,0.5546715824197148,288596,0.9995358985903785
Cory,1950-2025,ALL,406649,14,14,2.0715648951198395,4.2034237273692705,2.9346069211545394,0.523439133011516,Corey,0.47656086698848393,212856,2.2054351541501394,9.070567228956367,9.070284027052791,3.447027390505748,0.5092131051594865,207071,1.9772752422851156,4.2034237273692705,0.523439133011516,406649,1.0
Cody,1950-2025,ALL,346264,12,11,0.9310036268804347,1.9066018836948777,1.3547151805666258,0.14438982972529635,Cody,0.8556101702747037,49997,1.354995032691819,6.109437532608465,6.109127858488751,1.775356537104364,0.1443898297252963,49997,1.3201054686597509,1.9062280026758265,0.14437500361002487,346258,0.9999826721807639
Sydney,1950-2025,ALL,257478,17,13,1.3697275115612435,2.5842175221450243,1.8702580563308964,0.30171509798895435,Sydney,0.6982849020110456,77685,1.5417278369414087,6.158980340496446,6.158606197666922,2.134332057760269,0.1907036717700153,49102,1.4307164107224697,2.5752221356241747,0.30144107670848597,257377,0.9996077334762582
Annabel,1950-2025,ALL,87316,6,6,1.7921820698469815,3.463383317634141,2.471807425754355,0.39677722296028217,Annabelle,0.6032227770397178,34645,1.896960465435888,5.795405457051279,5.795193596068102,3.4609600272848273,0.3964909065921481,34620,1.8962733061523662,3.463383317634141,0.39677722296028217,87316,1.0
Isabel,1950-2025,ALL,208424,13,10,1.6277773924339376,3.090365319030054,2.446082773861147,0.5052633094077458,Isabel,0.4947366905922542,105309,1.7815846543584233,6.659262537629717,6.6587920735272705,3.0822695720409525,0.5052633094077458,105309,1.7808457759183203,3.0764660779174253,0.5049830537766555,208306,0.9994338463900511
Eleanor,1950-2025,ALL,134769,13,13,0.7729063532965765,1.7087085642860984,1.2420311061092106,0.10396307756234746,Eleanor,0.8960369224376525,14011,1.3397739836312506,6.1651709059271536,6.164138273571027,1.7086208616098824,0.10396307756234742,14011,1.3397739836312506,1.7087085642860984,0.10396307756234746,134769,1.0
Rachel,1950-2025,ALL,613781,9,8,0.8083793939438462,1.7512431334775393,1.3833408283103026,0.15975404908265323,Rachel,0.8402459509173468,98054,1.2224213522412717,4.02722281770965,4.027116683859037,1.7510758344904103,0.15975404908265325,98054,1.222421352241272,1.7499391333810288,0.1596910718795571,613735,0.9999250547019214
Sofia,1950-2025,ALL,608739,6,6,0.9199105604608546,1.8919979958453335,1.745711127339574,0.30663716305345967,Sophia,0.6933628369465403,186662,1.3122027667029712,2.299290324143253,2.2992675529958824,1.8919856531933785,0.30663716305345967,186662,1.3122027667029712,1.8919979958453335,0.30663716305345967,608739,1.0
Lee,1950-2025,ALL,207939,2,2,0.7294919628228087,1.658055113762271,1.4804909655594214,0.20381458023747345,Lee,0.7961854197625265,42381,1.2038145802374736,1.9999999998744622,1.9999999998736946,1.3962721457852814,0.20381458023747348,42381,1.2038145802374736,1.658055113762271,0.20381458023747345,207939,1.0
Zachary,1950-2025,ALL,646197,21,21,0.9479081084761211,1.9290734941714442,1.3581860841602924,0.1450718588913288,Zachary,0.8549281411086712,93745,1.384676809084536,5.7980215106582635,5.797881646679621,1.9286306321586686,0.14507185889132881,93745,1.384505034842316,1.9290734941714442,0.1450718588913288,646197,1.0
Nicholas,1950-2025,ALL,1049619,29,29,0.9613888452885223,1.9471834961526207,1.410763390571442,0.16442251902833316,Nicholas,0.8355774809716668,172581,1.3585396224725352,5.084465325287687,5.084395251437336,1.9469110252523134,0.16442251902833313,172581,1.3585396224725352,1.9471834961526207,0.16442251902833316,1049619,1.0
Michael,1950-2025,ALL,4136285,15,15,0.2812459019874208,1.2152439080438129,1.0829455742826761,0.03966820468125387,Michael,0.9603317953187461,164079,1.061313715084913,2.500237368300376,2.5002299439586726,1.2134823095824419,0.03966820468125383,164079,1.060655878402963,1.2152439080438129,0.03966820468125387,4136285,1.0
Christopher,1950-2025,ALL,2158167,17,17,0.38317184105571067,1.3042060714834733,1.1033309147791395,0.04846612889549329,Christopher,0.9515338711045067,104598,1.114817806036326,3.580138500398351,3.5801030196511827,1.304094354746114,0.04846612889549326,104598,1.1148178060363263,1.3042060714834733,0.04846612889549329,2158167,1.0
Stephanie,1950-2025,ALL,811137,18,18,0.7404310066424411,1.6706748801647706,1.2337335966448697,0.10113088171295359,Stephanie,0.8988691182870464,82031,1.2976303633048425,5.771307531927444,5.7711485249546035,1.6703113864546584,0.10113088171295355,82031,1.2976303633048425,1.6706748801647706,0.10113088171295359,811137,1.0
Tyreek,1950-2025,ALL,9059,11,7,2.5880846300814744,6.012998631044927,5.305680532860083,0.7376090076167348,Tyreek,0.26239099238326524,6682,2.8961254001545425,7.660426505446107,7.655316155141274,6.012998631044927,0.7376090076167348,6682,2.8961254001545425,5.698919914427169,0.7343243545322454,8947,0.9876366044817309
Rashawn,1950-2025,ALL,12635,8,3,1.5252975494697052,2.8784607686041874,2.433009724481236,0.4367233874159082,Rashawn,0.5632766125840918,5518,1.6457459438068855,4.341149831265024,4.337000560399118,2.8657320703903424,0.4367233874159082,5518,1.644796201028888,2.6251470257928,0.42711100378330513,12423,0.983221210922042
Tyesha,1950-2025,ALL,10746,15,9,2.5242242546637272,5.752640260855064,4.057154481485073,0.5752838265401079,Tyesha,0.42471617345989204,6182,2.6782058440349896,9.740200146827545,9.730043722661609,5.752640260855064,0.5752838265401079,6182,2.6782058440349896,5.2773284166158145,0.5672703138333175,10547,0.9814814814814815
Akilah,1950-2025,ALL,5867,13,5,1.8825463960644513,3.687252964358034,2.845269252836057,0.48662007840463606,Akilah,0.5133799215953639,2855,1.9014828702914608,6.117124439879105,6.107166704880205,3.687252964358034,0.4866200784046361,2855,1.9014828702914608,3.4149957020044086,0.48006214396685654,5793,0.9873870802795296
Myesha,1950-2025,ALL,8018,17,5,2.4100963364448105,5.31509816199733,3.9247394946532657,0.5769518583187827,Myesha,0.42304814168121724,4626,2.537041656273385,8.766688902291902,8.750279496088806,5.31509816199733,0.5769518583187827,4626,2.537041656273385,4.172647055164519,0.5535667280863386,7598,0.9476178598154154
Deonte,1950-2025,ALL,17350,9,7,2.0334648835413605,4.093868844896091,3.2188574333667184,0.5251296829971182,Deonte,0.47487031700288185,9111,2.0646685878962536,6.4438698616225185,6.440873278961547,4.086779736197155,0.5251296829971182,9111,2.063170028818444,4.022037770083749,0.5236470860314524,17296,0.9968876080691642
Devonte,1950-2025,ALL,33764,26,14,2.707028996058208,6.529755606416461,4.6333626438959294,0.6503672550645658,Devonte,0.34963274493543417,21959,2.94428977609288,11.04826282719174,11.04371753915219,6.520963422703184,0.6496268214666509,21934,2.9435493424949652,6.2198144559527995,0.6474856665074056,33488,0.9918256130790191
Trevon,1950-2025,ALL,23797,16,11,1.6718225357465653,3.1861684341309333,2.246102418975383,0.39635248140521917,Trevon,0.6036475185947808,9432,1.8540572341051393,8.18223977231151,8.175313882559538,3.1846197754996544,0.39622641509433965,9429,1.8539311677942598,3.0974330297913943,0.3937539565309137,23695,0.9957137454300963
Sherilyn,1950-2025,ALL,8208,15,8,2.3941243234758915,5.256579472013412,3.89215360713892,0.6055068226120858,Sherilyn,0.39449317738791423,4970,2.475633528265107,9.189534706252264,9.176393935566404,5.256579472013412,0.6055068226120858,4970,2.475633528265107,4.743812282416471,0.5970632155301145,8036,0.9790448343079922
Jerilyn,1950-2025,ALL,13492,15,11,2.7036343061824986,6.514409025217297,4.629521522178531,0.6569819152090127,Geralyn,0.3430180847909873,8864,3.034316632078269,10.482553624354582,10.476710146761341,6.5144090252172955,0.6569819152090127,8864,3.0343166320782684,6.354940498732413,0.655500967693911,13434,0.9957011562407353
Georgeann,1950-2025,ALL,3662,5,4,2.064000901617563,4.181443014028008,3.8974135711225797,0.6485527034407428,Georgeann,0.3514472965592572,2375,2.2785363189513927,4.910146542217985,4.907121107573317,4.181443014028008,0.6485527034407428,2375,2.2785363189513927,3.861591218203652,0.6401006711409396,3576,0.9765155652648826
Annalee,1950-2025,ALL,16615,12,8,2.523049991922282,5.747959879651504,4.257461204009318,0.5884441769485405,Annalee,0.41155582305145955,9777,2.716761962082456,8.441576205944422,8.439279403481306,5.747959879651504,0.5884441769485405,9777,2.716761962082456,5.565983829675575,0.5859772341971421,16516,0.9940415287390911
Nisha,1950-2025,ALL,6871,8,5,1.9261310803172547,3.800346807542854,3.1284329878011325,0.5642555668752729,Nisha,0.4357444331247271,3877,1.9678358317566584,6.22078431330526,6.212655259358752,3.800346807542854,0.5642555668752729,3877,1.9678358317566584,3.4692501189736302,0.5552584670231728,6732,0.9797700480279435
Jessalyn,1950-2025,ALL,6607,13,6,2.1075636269897218,4.3096288464663335,2.815756398423239,0.4415014378689269,Jessalyn,0.5584985621310731,2917,2.1867716058725595,8.53428894606137,8.517488003417576,4.3096288464663335,0.44150143786892687,2917,2.1867716058725595,3.60019220865704,0.4192634560906515,6354,0.9617072801574088
Lilyann,1950-2025,ALL,8811,8,5,2.0303096941562844,4.08492529361483,3.621992282069087,0.6178640335943707,Lilyann,0.3821359664056293,5444,2.1344909771876064,5.3065287086430075,5.303177019696432,4.08492529361483,0.6178640335943707,5444,2.1344909771876064,3.9777853284242974,0.6160775370581528,8770,0.9953467256838043
Maylee,1950-2025,ALL,14123,26,18,3.5477420257922376,11.694368282350158,7.038846159180322,0.6745733909226085,Maylee,0.3254266090773915,9527,5.333286129009418,17.261812207783684,17.25118706911695,11.694368282350158,0.6745733909226085,9527,5.333286129009418,11.234010387389446,0.6719720219827279,14011,0.9920696735821001
Shaylee,1950-2025,ALL,14598,28,20,3.1414278481675417,8.823969768486224,3.966034547678932,0.5169201260446636,Shaylee,0.48307987395533636,7546,4.749075215782984,18.548103814877397,18.528869669372426,8.823969768486224,0.5169201260446636,7546,4.749075215782984,8.10103692936688,0.5080572026508545,14335,0.9819838334018358
Jaylee,1950-2025,ALL,17991,28,20,3.131935866599771,8.766104435516556,4.010653700480611,0.5219276304819076,Jaylee,0.4780723695180924,9390,4.658051247846146,18.338345335919787,18.322610168128506,8.719593721756398,0.5219276304819076,9390,4.658051247846145,8.00996358792706,0.5124978745111375,17643,0.9806569951642488
Kenisha,1950-2025,ALL,14836,38,16,3.5801225010823607,11.959809468694855,7.436209088702039,0.728767861957401,Kenisha,0.2712321380425991,10812,5.099487732542464,18.416377692606584,18.39604355429518,11.95454965882811,0.728767861957401,10812,5.099487732542464,9.547229921623408,0.7141842460402017,14079,0.9489754650849286
Tanisha,1950-2025,ALL,46421,54,25,3.3939067183218086,10.511573338625274,4.926908342103047,0.5829258309816678,Tanisha,0.4170741690183322,27060,5.161866396673919,19.669651587345573,19.661977394896763,10.507414241167616,0.5829258309816677,27060,5.161866396673919,9.482009683093134,0.5751837630279759,45575,0.9817754895413714
Janine,1950-2025,ALL,89850,42,26,2.915989833233835,7.547452819582584,4.736428675637087,0.6471675013912075,Janine,0.35283249860879246,58148,3.570584307178631,14.48824852340598,14.484915940007474,7.5463900476441115,0.6471675013912076,58148,3.570584307178631,7.283158941064406,0.6452883388905051,89374,0.9947022815804119
Janelle,1950-2025,ALL,100320,35,19,2.407378523556924,5.305094769780802,3.0178470739343357,0.45926036682615634,Janelle,0.5407396331738437,46073,2.7615231259968103,12.219626385550209,12.21723274621658,5.3032158060339425,0.4592603668261563,46073,2.7614334130781497,5.155067119213827,0.4571228421315987,99925,0.9960625996810207
Janae,1950-2025,ALL,30934,19,11,1.965468970042559,3.9053963454799185,2.5644239785322887,0.4168875670782958,Janae,0.5831124329217042,12896,2.035430270899334,8.65110491137728,8.646863950026367,3.898871797885325,0.4168875670782957,12896,2.032520850843732,3.783259430244156,0.41414141414141414,30789,0.9953126010215297
Chanel,1950-2025,ALL,43998,30,15,2.787087126579972,6.902347587177495,4.255099312144623,0.5652075094322468,Chanel,0.4347924905677531,24868,3.2141233692440565,12.236433592803962,12.232459747964056,6.897924968961754,0.565207509432247,24868,3.2138506295740714,6.550629152107901,0.5614598138553941,43622,0.9914541570071367
Cadence,1950-2025,ALL,73670,31,23,2.807140398136441,6.998959200825776,4.682515405402623,0.666689290077372,Cadence,0.33331070992262796,49115,3.275132346952627,13.131263679505189,13.127834803810174,6.9112961995594535,0.6666892900773721,49115,3.256155830052939,6.848794837624976,0.6655680100241068,73423,0.9966472105334601
Maisie,1950-2025,ALL,29177,18,13,2.7107649878793825,6.546686923727875,4.316066774513074,0.5797717380128183,Maisie,0.42022826198718166,16916,3.015560201528601,11.230575555782425,11.226377102778718,6.546686923727875,0.5797717380128183,16916,3.015560201528601,6.413141615499449,0.5783555142886619,29079,0.9966411899784077
Jamir,1950-2025,ALL,21334,21,13,2.7426501187723313,6.692986566967951,4.1195446053237275,0.5624824224242992,Jamir,0.43751757757570076,12000,3.121543076778851,12.381756033703203,12.374271659525256,6.679933000207312,0.5623886753538951,11998,3.120418111934002,6.259160873256196,0.5568111675608945,21061,0.9872035248898472
Emmalyn,1950-2025,ALL,24325,20,13,2.94041782170902,7.6763357912039565,5.077509588030989,0.6367934224049332,Emmalyn,0.3632065775950668,15490,3.4294347379239465,12.740987866527462,12.735263650417943,7.6763357912039565,0.6367934224049332,15490,3.4294347379239465,7.212132814342986,0.63231928086895,24029,0.9878314491264132
Marilee,1950-2025,ALL,9847,8,8,2.439018261261273,5.422725946230284,3.9382885464209236,0.5548898141565959,Marilee,0.44511018584340406,5464,2.6532954199248504,7.908640747750217,7.907159989042185,5.422725946230284,0.5548898141565959,5464,2.6532954199248504,5.422725946230284,0.5548898141565959,9847,1.0
Macy,1950-2025,ALL,93649,15,12,2.3661042477689955,5.15547103790593,4.233036267916555,0.6576471718865124,Macy,0.3423528281134876,61588,2.499813132014223,7.9622511543220265,7.961291629840498,5.139138217675178,0.6576471718865124,61588,2.4994927868957495,5.112399040145951,0.6572189197280075,93532,0.9987506540379503
Journey,1950-2025,ALL,58905,21,17,2.42337560041472,5.364246746702311,3.7677639033906885,0.6113572701807997,Journey,0.3886427298192004,36012,2.58497580850522,9.84287161652508,9.840289730055746,5.244070669966488,0.6113572701807996,36012,2.5835328070622188,5.288965758049403,0.6105572945019053,58784,0.9979458450046685
Jacqueline,1950-2025,ALL,517084,52,34,2.0535750645845376,4.151334156554561,2.309247465264479,0.3626954227939755,Jacqueline,0.6373045772060245,187544,2.426292439913051,11.125039370298396,11.124573247669224,4.145486625674158,0.36269542279397543,187544,2.4198718196656634,4.106826382394382,0.3619155313562539,516452,0.9987777614468829
Kaylin,1950-2025,F,136871,51,39,4.250582505862899,19.03499790313944,13.627894920774406,0.8589401699410394,Kaylin,0.14105983005896064,117564,7.576915489767738,23.195842979866747,23.193079562117568,19.03499790313944,0.8589401699410394,117564,7.576915489767738,18.755198743666096,0.858604426347165,136546,0.9976255013845153
Shaelyn,1950-2025,F,17156,28,15,3.5135384793516033,11.420377854350162,8.866976821308967,0.7963394730706459,Shaelyn,0.20366052692935416,13662,4.766553975285614,15.183989181483437,15.1734386484531,11.420377854350162,0.7963394730706458,13662,4.766553975285614,10.35532276589994,0.7919247260600286,16792,0.9787829330846352
Shante,1950-2025,F,23456,26,19,3.6515331012519283,12.566692655417656,8.58129458987701,0.752131650750341,Shante,0.24786834924965895,17642,5.406889495225102,17.30488235652347,17.29803242504616,12.566692655417656,0.752131650750341,17642,5.406889495225102,12.09804177410219,0.7502362745940373,23278,0.9924113233287858
Charisse,1950-2025,F,26117,44,26,4.06267141873316,16.71036590001961,10.587709411235833,0.7990580847723705,Charisse,0.20094191522762953,20869,6.935214611172799,22.41757865739697,22.40450150865237,16.71036590001961,0.7990580847723705,20869,6.9352146111728,15.064850323287791,0.7944620686954138,25533,0.9776390856530229
Kamiyah,1950-2025,F,1374,9,4,2.3761855038420303,5.191622571277914,4.517314318529863,0.7023289665211063,Kamaiyah,0.29767103347889373,965,2.583697234352256,7.427889423064648,7.378381858023831,5.191622571277914,0.7023289665211062,965,2.583697234352256,3.920343431115532,0.675654242664552,1261,0.9177583697234353
Kayson,1950-2025,F,1828,19,5,3.401126333187574,10.564307777562297,7.790039071606412,0.7620350109409191,Kaysen,0.23796498905908095,1393,4.5,15.177053793114132,15.090283739170248,10.564307777562297,0.7620350109409191,1393,4.5,4.651724014963818,0.6721929163526752,1327,0.725929978118162
Kaliyah,1950-2025,F,19798,15,13,1.9380141293480928,3.8317784000633184,2.225167227820642,0.34609556520860696,Kaliyah,0.653904434791393,6852,2.1658753409435296,9.941038351885801,9.933026647554765,3.8317784000633184,0.3460955652086069,6852,2.1658753409435296,3.7540405748258956,0.3438418651799291,19730,0.9965653096272351
Daylen,1950-2025,F,8326,18,10,2.9471766754841795,7.712382878805578,5.982423368035198,0.7623108335335095,Daylin,0.23768916646649052,6347,3.4170069661301947,11.479737765381914,11.465383730404549,7.712382878805578,0.7623108335335095,6347,3.4170069661301947,6.8668191190913195,0.755648845536486,8099,0.9727360076867644
Denisha,1950-2025,F,16226,43,22,3.9052706020199595,14.983166043316672,8.577691941045021,0.7346234438555406,Denisha,0.2653765561444595,11920,6.479354123012449,22.33271839258968,22.308744999103876,14.983166043316672,0.7346234438555405,11920,6.479354123012449,12.462121585432614,0.7225336684064695,15519,0.956427955133736
Shani,1950-2025,F,5516,11,6,1.6619285460512563,3.164392474503793,1.9437531407007085,0.29459753444525016,Shawnee,0.7054024655547498,1625,1.8794416243654823,8.151589797826954,8.13757573829704,3.1643924745037935,0.29459753444525016,1625,1.8794416243654823,2.6433877945768836,0.26460026460026465,5291,0.9592095721537346
Jaylen,1950-2025,F,79667,45,29,3.834335657114393,14.264286274056175,10.509516246297913,0.8217455157091393,Jaelyn,0.17825448429086072,65466,5.890933510738449,18.45521998440477,18.451402083138017,14.264286274056175,0.8217455157091393,65466,5.890933510738449,13.686184585888213,0.8204609530070672,79097,0.9928452182208443
Janiece,1950-2025,F,9797,22,9,2.97626352302211,7.869453897272624,5.523407576134506,0.7147085842604879,Jenise,0.2852914157395121,7002,3.4847402265999796,12.712765316709508,12.694417966517456,7.869453897272624,0.7147085842604879,7002,3.4847402265999796,6.229725008143461,0.698424687095382,9268,0.9460038787383893
Makiyah,1950-2025,F,1744,9,5,2.6113528949121494,6.110764551632973,5.215164349033795,0.6989678899082569,Makaiya,0.30103211009174313,1219,2.9030963302752295,7.801726617607158,7.782253536076832,6.110764551632973,0.6989678899082569,1219,2.9030963302752295,4.625728002705313,0.6643222506393862,1564,0.8967889908256881
Keshawn,1950-2025,F,528,5,1,1.6146873243509887,3.0624521962454283,2.205325359532963,0.3522727272727273,Keshawn,0.6477272727272727,186,1.7670454545454546,4.9942534518098824,4.990343152629376,3.0624521962454283,0.3522727272727273,186,1.7670454545454546,1.0,0.0,342,0.6477272727272727
Kian,1950-2025,F,138,2,1,0.7131467486384921,1.6393759615023455,1.4593103448275861,0.19565217391304346,Kian,0.8043478260869565,27,1.1956521739130435,2.0,1.999999999649741,1.6393759615023455,0.1956521739130435,27,1.1956521739130435,1.0,0.0,111,0.8043478260869565
Kiana,1950-2025,F,57928,31,21,2.8447109078559927,7.18361936073365,3.9639358993480722,0.5391865764397183,Kiana,0.4608134235602817,31234,3.457412650186438,14.142026497143213,14.138110697839084,7.183619360733652,0.5391865764397182,31234,3.457412650186438,6.932258930963833,0.5366027254578596,57605,0.9944241126916172
Caitlin,1950-2025,F,633435,57,41,3.0961392076911944,8.551273014345163,6.068386924168049,0.7368490847521845,Kaitlyn,0.2631509152478155,466746,3.7725196744733083,13.292466974204963,13.29211156497878,8.551273014345163,0.7368490847521845,466746,3.7725196744733083,8.481978415429246,0.7365883490727045,632808,0.9990101588955457
Michaela,1950-2025,F,310290,99,53,3.187696100126838,9.111547492367682,5.1725601645128405,0.651841825389152,Makayla,0.3481581746108479,202260,4.632195687904863,16.784375162322302,16.78305466625104,9.111547492367682,0.651841825389152,202260,4.632195687904863,8.82563835310356,0.6503804293301143,308993,0.9958200393180573
Kaylee,1950-2025,F,353948,67,54,3.607865216658363,12.19201955382265,5.410370822279127,0.6032750573530575,Kaylee,0.39672494264694247,213528,6.050066676460949,21.932442998645307,21.931116656801724,12.19201955382265,0.6032750573530575,213528,6.050066676460949,12.082663598502416,0.6027969970751467,353522,0.9987964333743939
Carly,1950-2025,F,187591,19,19,3.207619536814313,9.238249671810593,6.04554359597901,0.6456866267571473,Carly,0.3543133732428528,121125,4.365198756869999,13.065073427330649,13.064680640690462,9.238249671810593,0.6456866267571472,121125,4.365198756869999,9.238249671810593,0.6456866267571473,187591,1.0
Hailey,1950-2025,F,497306,26,25,2.5564427633055895,5.882554425310979,3.9529202584780987,0.6351662758945197,Hailey,0.3648337241054803,315872,2.8060550244718545,11.414393494969996,11.414030056847535,5.882554425310979,0.6351662758945197,315872,2.8060550244718545,5.878010870503123,0.6351332599982705,497261,0.9999095124530973
Christy,1950-2025,F,363035,29,19,2.7260210338471293,6.616283409289853,5.507600185283444,0.7333204787417191,Christy,0.26667952125828087,266221,3.0552398529067446,9.0242563633403,9.023985083549382,6.616283409289853,0.7333204787417191,266221,3.0552398529067446,6.5600333441905185,0.733039572263293,362653,0.998947759857865
Taylin,1950-2025,F,12539,13,10,3.039998708479377,8.224903250197698,7.204286147949335,0.7827577956774863,Taylin,0.21724220432251376,9815,3.7585134380732117,9.919188667716641,9.915026124638977,8.224903250197698,0.7827577956774863,9815,3.7585134380732117,8.04282809240267,0.7818356559346468,12486,0.9957731876545179
Cambrie,1950-2025,F,11540,12,11,3.0353276568102108,8.198316328486266,7.0681585855572875,0.7927209705372618,Cambrie,0.2072790294627383,9148,3.716724436741768,10.266369795129904,10.260160734192716,8.198316328486266,0.7927209705372616,9148,3.716724436741768,8.033533091720614,0.7917283413147584,11485,0.9952339688041595
Maylin,1950-2025,F,10810,10,7,2.4333648985116367,5.401517964889398,4.514281692234543,0.7101757631822387,Maylin,0.2898242368177613,7677,2.6160962072155414,7.667992105389919,7.663975059665862,5.401517964889398,0.7101757631822386,7677,2.6160962072155414,5.159406472646231,0.7073603586773771,10706,0.9903792784458835
Braylen,1950-2025,F,28514,14,12,2.3864115956039735,5.228552489655725,3.601922836093483,0.6152065651960441,Braelyn,0.38479343480395595,17542,2.6005821701620255,10.1488621650082,10.14484175720094,5.228552489655725,0.615206565196044,17542,2.6005821701620255,5.09323438171207,0.6133215859030837,28375,0.9951252016553273
Raylee,1950-2025,F,15701,18,16,2.9708233364852488,7.839835246201862,5.4812213760282145,0.6791924081268709,Raylee,0.3208075918731291,10664,3.5030252850136936,13.220669365681292,13.20912226427435,7.839835246201862,0.6791924081268709,10664,3.5030252850136936,7.727509217275176,0.678352490421456,15660,0.9973887013566015
Chantel,1950-2025,F,49569,20,20,3.0513767566456753,8.290026748125214,5.79750606365053,0.697673949444209,Chantel,0.3023260505557909,34583,3.6326534729367146,13.56801625506838,13.56372622663173,8.290026748125214,0.6976739494442091,34583,3.6326534729367146,8.290026748125214,0.697673949444209,49569,1.0
Jaycee,1950-2025,F,41466,17,13,3.005805351458297,8.03225656004022,6.435296188897629,0.7323349249987943,Jaycee,0.2676650750012058,30367,3.5463753436550425,10.794719663051726,10.792690922874277,8.03225656004022,0.7323349249987942,30367,3.5463753436550425,7.906614969726763,0.7316229809459329,41356,0.9973472242319008
Lakeisha,1950-2025,F,35408,15,15,2.455918694729932,5.486623938624645,3.7666552122146193,0.6370876638047899,Lakeisha,0.36291233619521013,22558,2.679196791685495,10.538473869254897,10.534765509823382,5.486623938624645,0.6370876638047899,22558,2.679196791685495,5.486623938624645,0.6370876638047899,35408,1.0
Deshawn,1950-2025,F,2259,9,4,1.9700567439161603,3.917835283166074,2.870054886186667,0.47631695440460375,Deshawn,0.5236830455953962,1076,1.985834440017707,7.234339364477291,7.200361802209026,3.9178352831660748,0.4763169544046038,1076,1.985834440017707,3.049535867290594,0.44224422442244227,2121,0.9389110225763613
Jerrell,1950-2025,F,125,6,0,1.7896442577895588,3.457296314078921,2.464899826471052,0.4,Jerrell,0.6,50,1.8719999999999999,5.999509169643856,5.958911717144781,3.457296314078921,0.4,50,1.872,0.0,0.0,0,0.0
Annalise,1950-2025,F,40175,20,20,2.6922081370851942,6.463018570942641,4.143317319595949,0.5727442439327941,Annalise,0.42725575606720595,23010,3.045749844430616,12.086062858833298,12.080816023501603,6.463018570942641,0.572744243932794,23010,3.045749844430616,6.463018570942641,0.5727442439327941,40175,1.0
Aaliyah,1950-2025,F,231322,39,39,2.678671817081266,6.4026618480498625,3.5300977841852728,0.5245977468636792,Aaliyah,0.4754022531363208,121351,3.4033338809105924,14.163395631840533,14.161986235465426,6.4026618480498625,0.5245977468636792,121351,3.403333880910592,6.4026618480498625,0.5245977468636792,231322,1.0
Riley,1950-2025,F,297416,56,28,2.3403051705569577,5.06409746156546,3.305656910776714,0.5228333378163919,Riley,0.47716666218360815,155499,2.573261021599376,10.390777532085679,10.390052431330657,5.06409746156546,0.5228333378163919,155499,2.573261021599376,4.942154393676538,0.5213979306902645,296524,0.997000833848885
Jayden,1950-2025,F,72170,35,22,3.02027524609197,8.113223580572594,5.624382648525071,0.694180407371484,Jayden,0.305819592628516,50099,3.634903699598171,13.608167355218459,13.604563071671526,8.113223580572594,0.694180407371484,50099,3.634903699598171,7.842104991995379,0.6925316579134335,71783,0.9946376610780102
Kayden,1950-2025,F,20258,34,16,3.256077939932008,9.55382161682501,5.173404923634187,0.5996149669266463,Kayden,0.4003850330733537,12147,4.428127159640636,16.362834894939443,16.351349841372386,9.55382161682501,0.5996149669266463,12147,4.428127159640636,8.30546899904654,0.5879185083574658,19683,0.971616151643795
Mackenzie,1950-2025,F,271047,27,27,1.9850658084366875,3.9588072022650076,2.8025222826586007,0.47878412231089074,Mackenzie,0.5212158776891093,129773,2.2093511457422514,8.65976596023854,8.658973674983349,3.9588072022650076,0.47878412231089074,129773,2.2093511457422514,3.9588072022650076,0.47878412231089074,271047,1.0
Brittany,1950-2025,F,540896,42,42,1.9071404457949526,3.7506494923099587,2.113603100580319,0.33319344199254575,Brittany,0.6668065580074543,180223,2.3795424628764126,10.975227605788785,10.974715347151667,3.7506494923099587,0.3331934419925457,180223,2.3795424628764126,3.7506494923099587,0.33319344199254575,540896,1.0
Sherry,1950-2025,F,377595,12,12,1.9471847469487795,3.856213013747249,2.957489604083781,0.4893099749731855,Sherry,0.5106900250268145,184761,1.9745468027913504,6.48527552820182,6.485062508645868,3.856213013747249,0.48930997497318557,184761,1.9745468027913504,3.856213013747249,0.4893099749731855,377595,1.0
Kira,1950-2025,F,108973,14,14,2.183580661175674,4.5427964420067735,3.574139578069787,0.6254209758380516,Kira,0.3745790241619484,68154,2.2772062804547915,8.198359668888344,8.197195686536796,4.5427964420067735,0.6254209758380517,68154,2.2772062804547915,4.5427964420067735,0.6254209758380516,108973,1.0
Katherine,1950-2025,F,1232470,21,18,2.004174583897726,4.011591166252685,3.3171623900927285,0.6123581101365551,Katherine,0.38764188986344494,754713,2.1570123410711823,7.1579519379429355,7.157844990915339,4.011591166252685,0.6123581101365551,754713,2.1570123410711823,4.008343862075129,0.6123257114155118,1232367,0.9999164279860767
Kristen,1950-2025,F,447547,18,14,1.7410344170497138,3.3427475795931505,2.5222649906788335,0.5129651187473048,Kristen,0.48703488125269523,229576,1.9250067590666455,7.869179431033731,7.868876649934883,3.3427475795931505,0.5129651187473048,229576,1.9250067590666455,3.3348006793663316,0.5128366735280905,447429,0.99973634054077
Carrie,1950-2025,F,388089,18,15,2.6361666657910114,6.216776295177013,4.184666515251622,0.5729639335307107,Carrie,0.42703606646928927,222361,2.880483600411246,10.629251701350864,10.628937972127318,6.216776295177013,0.5729639335307107,222361,2.880483600411246,6.1995402630207375,0.5728164348957998,387955,0.9996547183764549
Megan,1950-2025,F,613131,20,20,1.4137286716479232,2.664248536556081,1.8359583658111125,0.28271772264002304,Megan,0.717282277359977,173343,1.572959122928053,6.354624994392341,6.3544636728407315,2.664248536556081,0.2827177226400231,173343,1.572959122928053,2.664248536556081,0.28271772264002304,613131,1.0
Jocelyn,1950-2025,F,169432,23,23,2.0488677099154464,4.1378108859069584,2.2263388721916044,0.3442147882336276,Jocelyn,0.6557852117663724,58321,2.4372432598328535,11.716375983892226,11.71507742887688,4.1378108859069584,0.34421478823362767,58321,2.4372432598328535,4.1378108859069584,0.3442147882336276,169432,1.0
Madelyn,1950-2025,F,201299,21,21,2.352188105795653,5.105980775229326,3.1225669327398196,0.4698483350637609,Madelyn,0.5301516649362391,94580,2.599103820684653,10.076268670097077,10.075450405088985,5.105980775229326,0.4698483350637609,94580,2.599103820684653,5.105980775229326,0.4698483350637609,201299,1.0
Adalyn,1950-2025,F,136620,22,22,3.0611401585827034,8.34631955819177,6.11690423989263,0.749597423510467,Adalynn,0.250402576489533,102410,3.6460254721124286,13.16729223470706,13.165967112434881,8.34631955819177,0.749597423510467,102410,3.6460254721124286,8.34631955819177,0.749597423510467,136620,1.0
Crystal,1950-2025,F,461062,23,23,1.5292442931927472,2.886346080611307,1.8819992593618735,0.2916288915590528,Crystal,0.7083711084409472,134459,1.728294676204068,7.592257744388962,7.592001418084134,2.886346080611307,0.2916288915590528,134459,1.728294676204068,2.886346080611307,0.2916288915590528,461062,1.0
Kelsey,1950-2025,F,202494,17,17,1.5598850091675796,2.948303429007577,1.769693365013883,0.25738540401197074,Kelsey,0.7426145959880293,52119,1.8430323861447746,9.019456103339813,9.018662078034387,2.948303429007577,0.25738540401197074,52119,1.8430323861447746,2.948303429007577,0.25738540401197074,202494,1.0
Casey,1950-2025,F,162582,19,17,2.442472259179689,5.4357242047816055,3.4617369754148135,0.5199837620400782,Casey,0.48001623795992177,84540,2.6119004563850856,10.607898951504897,10.607011222672313,5.4357242047816055,0.5199837620400782,84540,2.6119004563850856,5.412676284896269,0.5197001587829105,162486,0.9994095287301177
Aidan,1950-2025,F,9924,19,8,2.706102888912061,6.5255653148986354,5.065515368473028,0.7252116082224909,Aidan,0.2747883917775091,7197,2.9839782345828296,10.212520161295512,10.19917423037882,6.5255653148986354,0.725211608222491,7197,2.9839782345828296,5.560578945810348,0.7152552991542236,9577,0.9650342603788795
Muhammad,1950-2025,F,10,1,0,-0.0,1.0,1.0,0.0,Mohammad,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Alistair,1950-2025,F,11,2,0,0.9940302114769565,1.9917412148051292,1.9836065573770496,0.4545454545454546,Allister,0.5454545454545454,5,1.4545454545454546,,2.0,1.9917412148051292,0.45454545454545453,5,1.4545454545454546,0.0,0.0,0,0.0
Kane,1950-2025,F,51,2,0,0.8739810481273578,1.8327132138707352,1.710059171597633,0.2941176470588235,Kane,0.7058823529411765,15,1.2941176470588236,,1.9999999999999991,1.8327132138707352,0.29411764705882354,15,1.2941176470588236,0.0,0.0,0,0.0
Reese,1950-2025,F,51023,7,5,0.6664277242909602,1.5871381648302378,1.2826963536505365,0.1225721733335946,Reese,0.8774278266664054,6254,1.1663759481018365,3.565058545303267,3.5641186511017957,1.5871381648302378,0.12257217333359466,6254,1.1663759481018365,1.5521275540240327,0.11976012583562723,50860,0.9968053622875958
Shay,1950-2025,F,29180,5,5,1.8255842257755408,3.5445051489503454,3.187214220393661,0.569396847155586,Shea,0.43060315284441397,16615,1.9410897875257025,4.37115023998716,4.370647765431389,3.5445051489503454,0.569396847155586,16615,1.9410897875257025,3.5445051489503454,0.569396847155586,29180,1.0
Blaze,1950-2025,F,1855,4,3,1.6557203120951136,3.150804654609475,2.786992993286482,0.5212938005390836,Blaise,0.4787061994609164,967,1.766576819407008,3.9939920017975385,3.9930803150314484,3.150804654609475,0.5212938005390836,967,1.766576819407008,2.724140669904239,0.49688385269121815,1765,0.9514824797843666
Darryl,1950-2025,F,5285,7,4,1.5292258796052611,2.886309241469705,2.2505762971126764,0.37918637653736986,Daryl,0.6208136234626301,2004,1.6385998107852413,4.932298860431616,4.924347441163385,2.886309241469705,0.3791863765373699,2004,1.6385998107852413,2.652262216077184,0.3673351330505207,5186,0.981267738883633
Tory,1950-2025,F,52740,8,8,1.6351386215096118,3.1061739427264476,1.9562578039809126,0.2963784603716344,Tori,0.7036215396283656,15631,1.880128934395146,7.200308590677686,7.199610139081013,3.106173942726447,0.29637846037163446,15631,1.880128934395146,3.1061739427264476,0.2963784603716344,52740,1.0
Jeri,1950-2025,F,55755,8,8,2.4957560497714693,5.640238034198612,4.548926703784173,0.6483185364541297,Jeri,0.3516814635458703,36147,2.6770334499148056,7.691834463648878,7.691417468469076,5.640238034198612,0.6483185364541296,36147,2.6770334499148056,5.640238034198612,0.6483185364541297,55755,1.0
Terri,1950-2025,F,282150,7,5,1.6933704209967375,3.23411374760989,2.7873564713718104,0.49764309764309766,Terri,0.5023569023569023,140410,1.7796703880914406,4.1530817753909695,4.153054599749565,3.23411374760989,0.49764309764309766,140410,1.7796703880914406,3.227675019260221,0.4975309035864822,282087,0.9997767145135567
Shawn,1950-2025,F,39959,6,5,0.9706145198377709,1.9596751463274635,1.4609396436916047,0.17990940714232084,Shawn,0.8200905928576792,7189,1.319252233539378,4.448554321806646,4.447743440677527,1.9596751463274635,0.17990940714232087,7189,1.319252233539378,1.9573924625420571,0.17980677779446363,39954,0.9998748717435372
Lindsey,1950-2025,F,334709,41,28,1.9547400475605141,3.8764607235680653,2.6685991923891583,0.5298064886214593,Lindsey,0.47019351137854076,177331,2.3173652336806003,9.634603545609673,9.633913296173414,3.8764607235680653,0.5298064886214593,177331,2.3173652336806003,3.8200652398307064,0.5289790225696679,334121,0.9982432501068091
Bailey,1950-2025,F,168702,18,16,1.8414068725063601,3.5835931918839177,2.1777184447075815,0.3432561558250643,Bailey,0.6567438441749357,57908,2.0157674479259287,9.269121704700801,9.26815764136425,3.5835931918839177,0.3432561558250643,57908,2.0157674479259287,3.5714057739450653,0.342979641940094,168631,0.9995791395478417
Jamie,1950-2025,F,373057,12,11,1.506678936657924,2.841551645295747,1.8692094183690693,0.2848331488217618,Jamie,0.7151668511782382,106259,1.659392532508437,7.112545867361643,7.112297685128128,2.841551645295747,0.2848331488217618,106259,1.659392532508437,2.8407532877755015,0.28481397786337914,373047,0.9999731944448167
Lori,1950-2025,F,564207,14,13,1.5842263285871006,2.998469563588035,2.2316426534858516,0.3956827901816178,Lori,0.6043172098183822,223247,1.6840733985930696,6.5861758871484986,6.586021296038877,2.998469563588035,0.3956827901816177,223247,1.6840733985930696,2.997587678796122,0.3956656522347928,564191,0.9999716416138048
Nikki,1950-2025,F,56340,9,9,1.6048483537619604,3.0416377735131754,2.037546816012033,0.31900958466453677,Nikki,0.6809904153354632,17973,1.7195775647852325,6.58596693371986,6.584855141393073,3.0416377735131754,0.3190095846645367,17973,1.7195775647852325,3.0416377735131754,0.31900958466453677,56340,1.0
Vicki,1950-2025,F,287695,9,6,1.7429508098287119,3.347190842873417,2.8933479460732916,0.5541424077582162,Vicki,0.44585759224178384,159424,1.8378908218773353,5.1669405499438605,5.166780701173401,3.347190842873417,0.5541424077582162,159424,1.8378908218773353,3.3339859033163632,0.5539346434321761,287561,0.9995342289577503
Cory,1950-2025,F,59961,14,12,2.967757345722931,7.823191854159734,6.404312954137515,0.752805990560531,Kori,0.24719400943946898,45139,3.4687880455629494,10.676583953820321,10.675218274255991,7.823191854159734,0.752805990560531,45139,3.4687880455629494,7.774914736901469,0.7525666494165568,59903,0.9990327045913177
Cody,1950-2025,F,17388,10,8,2.5432448508009164,5.828985653349677,4.961743073869318,0.7055440533701403,Cody,0.2944559466298597,12268,2.7601219231654013,7.773229990708023,7.770830971924986,5.828985653349677,0.7055440533701404,12268,2.7601219231654013,5.751786764922743,0.7048821257709378,17349,0.9977570738440303
Sydney,1950-2025,F,219897,17,13,1.1903864440137117,2.2821386494152587,1.5437669895794917,0.20283587315879703,Sydney,0.797164126841203,44603,1.4838674470320197,6.4678993557741995,6.467455459042891,2.2821386494152587,0.2028358731587971,44603,1.48386744703202,2.272874269794235,0.20246956268539917,219796,0.9995406940522154
Annabel,1950-2025,F,87271,6,6,1.79170181978246,3.4622306046878615,2.470603214844225,0.396580765660987,Annabelle,0.603419234339013,34610,1.8966208706213978,5.795597072041492,5.795385212252984,3.4622306046878615,0.39658076566098704,34610,1.8966208706213976,3.4622306046878615,0.396580765660987,87271,1.0
Isabel,1950-2025,F,207524,13,10,1.6294830437476813,3.0940211178382238,2.4495824785403895,0.5072184422042751,Isabel,0.49278155779572486,105260,1.7838996935294231,6.659670174034386,6.659198939805507,3.0940211178382238,0.5072184422042751,105260,1.7838996935294231,3.080054843526836,0.5069380827941332,207406,0.999431391068021
Eleanor,1950-2025,F,134706,13,13,0.7731937445788961,1.7090489805530094,1.2421622848134866,0.10401169955310086,Eleanor,0.8959883004468991,14011,1.3399328908883048,6.166485689276841,6.165452450702809,1.7090489805530094,0.10401169955310083,14011,1.3399328908883048,1.7090489805530094,0.10401169955310086,134706,1.0
Rachel,1950-2025,F,612091,9,8,0.8091171787843638,1.752138936835987,1.383775696921384,0.15989942671922963,Rachel,0.8401005732807704,97873,1.2227397560166708,4.0308529738225705,4.030746456504839,1.752138936835987,0.15989942671922966,97873,1.2227397560166708,1.75083109869134,0.15983628654755777,612045,0.9999248477759026
Sofia,1950-2025,F,608051,6,6,0.9199869856780715,1.89209822505781,1.7458114572337127,0.30667657811598037,Sophia,0.6933234218840196,186475,1.312248479157176,2.2996071702925294,2.2995843509338103,1.8920982250578102,0.3066765781159804,186475,1.312248479157176,1.89209822505781,0.30667657811598037,608051,1.0
Lee,1950-2025,F,78460,2,2,0.9999985301123921,1.9999979623041357,1.999995924615884,0.4992862605149121,Lee,0.5007137394850879,39174,1.499286260514912,2.0,2.0,1.9999979623041357,0.49928626051491204,39174,1.499286260514912,1.9999979623041357,0.4992862605149121,78460,1.0
Zachary,1950-2025,F,1584,5,1,0.265326407955365,1.2019079489430782,1.072528494680651,0.03472222222222221,Zachary,0.9652777777777778,55,1.0549242424242424,2.8427602366242004,2.811743501807953,1.2019079489430782,0.034722222222222224,55,1.0549242424242424,1.0,0.0,1529,0.9652777777777778
Nicholas,1950-2025,F,3208,4,2,0.4556397576140963,1.3713908081854145,1.1608223974885101,0.07356608478802995,Nicholas,0.92643391521197,236,1.097568578553616,3.152054620325953,3.1418181628386286,1.3713908081854145,0.07356608478802992,236,1.097568578553616,1.2384469359374801,0.05530832803560082,3146,0.9806733167082294
Michael,1950-2025,F,23473,12,9,1.0903714053884297,2.1292884553882114,1.4376838031081798,0.17023814595492692,Michael,0.8297618540450731,3996,1.480381715162101,7.0037284707592695,6.998622024099109,2.1292884553882114,0.17023814595492695,3996,1.480381715162101,2.103639043289513,0.16892814473459639,23436,0.9984237208707877
Christopher,1950-2025,F,9592,2,2,0.19920000551467792,1.1480615623385657,1.06384014640002,0.03096330275229353,Christopher,0.9690366972477065,297,1.0309633027522935,1.957654188514566,1.9569451181576794,1.1480615623385657,0.03096330275229358,297,1.0309633027522935,1.1480615623385657,0.03096330275229353,9592,1.0
Stephanie,1950-2025,F,808468,18,18,0.7421027485005122,1.6726119187285173,1.2344667183410867,0.10140537411499284,Stephanie,0.8985946258850072,81983,1.2985473760247777,5.779743248742941,5.7795835475073165,1.6726119187285173,0.1014053741149928,81983,1.2985473760247777,1.6726119187285173,0.10140537411499284,808468,1.0
Tyreek,1950-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Rashawn,1950-2025,F,1015,4,3,1.210853836931648,2.3147459093620077,1.8739370458286724,0.3014778325123153,Rashawn,0.6985221674876847,306,1.4295566502463053,3.4641688765031335,3.4472665178711654,2.3147459093620077,0.30147783251231525,306,1.4295566502463053,2.2430829206248117,0.29732408325074333,1009,0.994088669950739
Tyesha,1950-2025,F,10746,15,9,2.5242242546637272,5.752640260855064,4.057154481485073,0.5752838265401079,Tyesha,0.42471617345989204,6182,2.6782058440349896,9.740200146827545,9.730043722661609,5.752640260855064,0.5752838265401079,6182,2.6782058440349896,5.2773284166158145,0.5672703138333175,10547,0.9814814814814815
Akilah,1950-2025,F,5867,13,5,1.8825463960644513,3.687252964358034,2.845269252836057,0.48662007840463606,Akilah,0.5133799215953639,2855,1.9014828702914608,6.117124439879105,6.107166704880205,3.687252964358034,0.4866200784046361,2855,1.9014828702914608,3.4149957020044086,0.48006214396685654,5793,0.9873870802795296
Myesha,1950-2025,F,8018,17,5,2.4100963364448105,5.31509816199733,3.9247394946532657,0.5769518583187827,Myesha,0.42304814168121724,4626,2.537041656273385,8.766688902291902,8.750279496088806,5.31509816199733,0.5769518583187827,4626,2.537041656273385,4.172647055164519,0.5535667280863386,7598,0.9476178598154154
Deonte,1950-2025,F,67,2,0,0.9635359835770287,1.9500836135197603,1.9045396690708527,0.3880597014925373,Deonte,0.6119402985074627,26,1.3880597014925373,,2.0,1.9500836135197601,0.3880597014925373,26,1.3880597014925373,0.0,0.0,0,0.0
Devonte,1950-2025,F,94,3,0,1.1919891571901151,2.284675322782544,2.0558399255467656,0.3936170212765957,Devante,0.6063829787234043,37,1.446808510638298,,2.9957712179286875,2.284675322782544,0.39361702127659576,37,1.446808510638298,0.0,0.0,0,0.0
Trevon,1950-2025,F,53,2,0,0.9976875760352552,1.9967968674536707,1.99361249112846,0.4716981132075472,Travon,0.5283018867924528,25,1.4716981132075473,,2.0,1.9967968674536707,0.4716981132075472,25,1.471698113207547,0.0,0.0,0,0.0
Sherilyn,1950-2025,F,8208,15,8,2.3941243234758915,5.256579472013412,3.89215360713892,0.6055068226120858,Sherilyn,0.39449317738791423,4970,2.475633528265107,9.189534706252264,9.176393935566404,5.256579472013412,0.6055068226120858,4970,2.475633528265107,4.743812282416471,0.5970632155301145,8036,0.9790448343079922
Jerilyn,1950-2025,F,13492,15,11,2.7036343061824986,6.514409025217297,4.629521522178531,0.6569819152090127,Geralyn,0.3430180847909873,8864,3.034316632078269,10.482553624354582,10.476710146761341,6.5144090252172955,0.6569819152090127,8864,3.0343166320782684,6.354940498732413,0.655500967693911,13434,0.9957011562407353
Georgeann,1950-2025,F,3662,5,4,2.064000901617563,4.181443014028008,3.8974135711225797,0.6485527034407428,Georgeann,0.3514472965592572,2375,2.2785363189513927,4.910146542217985,4.907121107573317,4.181443014028008,0.6485527034407428,2375,2.2785363189513927,3.861591218203652,0.6401006711409396,3576,0.9765155652648826
Annalee,1950-2025,F,16615,12,8,2.523049991922282,5.747959879651504,4.257461204009318,0.5884441769485405,Annalee,0.41155582305145955,9777,2.716761962082456,8.441576205944422,8.439279403481306,5.747959879651504,0.5884441769485405,9777,2.716761962082456,5.565983829675575,0.5859772341971421,16516,0.9940415287390911
Nisha,1950-2025,F,6871,8,5,1.9261310803172547,3.800346807542854,3.1284329878011325,0.5642555668752729,Nisha,0.4357444331247271,3877,1.9678358317566584,6.22078431330526,6.212655259358752,3.800346807542854,0.5642555668752729,3877,1.9678358317566584,3.4692501189736302,0.5552584670231728,6732,0.9797700480279435
Jessalyn,1950-2025,F,6607,13,6,2.1075636269897218,4.3096288464663335,2.815756398423239,0.4415014378689269,Jessalyn,0.5584985621310731,2917,2.1867716058725595,8.53428894606137,8.517488003417576,4.3096288464663335,0.44150143786892687,2917,2.1867716058725595,3.60019220865704,0.4192634560906515,6354,0.9617072801574088
Lilyann,1950-2025,F,8811,8,5,2.0303096941562844,4.08492529361483,3.621992282069087,0.6178640335943707,Lilyann,0.3821359664056293,5444,2.1344909771876064,5.3065287086430075,5.303177019696432,4.08492529361483,0.6178640335943707,5444,2.1344909771876064,3.9777853284242974,0.6160775370581528,8770,0.9953467256838043
Maylee,1950-2025,F,14123,26,18,3.5477420257922376,11.694368282350158,7.038846159180322,0.6745733909226085,Maylee,0.3254266090773915,9527,5.333286129009418,17.261812207783684,17.25118706911695,11.694368282350158,0.6745733909226085,9527,5.333286129009418,11.234010387389446,0.6719720219827279,14011,0.9920696735821001
Shaylee,1950-2025,F,14598,28,20,3.1414278481675417,8.823969768486224,3.966034547678932,0.5169201260446636,Shaylee,0.48307987395533636,7546,4.749075215782984,18.548103814877397,18.528869669372426,8.823969768486224,0.5169201260446636,7546,4.749075215782984,8.10103692936688,0.5080572026508545,14335,0.9819838334018358
Jaylee,1950-2025,F,17862,28,20,3.1468244396292504,8.857038804539021,4.064258875360766,0.5256970104131676,Jaylee,0.47430298958683237,9390,4.684469824207816,18.37944342333187,18.363636017490286,8.857038804539021,0.5256970104131676,9390,4.684469824207816,8.090505525355638,0.5162726961288112,17514,0.9805172992945919
Kenisha,1950-2025,F,14831,38,16,3.58069463680983,11.964553361951923,7.441307755807538,0.7290135526936822,Kenisha,0.2709864473063178,10812,5.10086979974378,18.418433122564753,18.398092050673508,11.964553361951923,0.7290135526936822,10812,5.10086979974378,9.550633854657667,0.7144379707261617,14074,0.9489582630975659
Tanisha,1950-2025,F,46400,54,25,3.3948715534845326,10.518605543884487,4.931615478723259,0.5831896551724138,Tanisha,0.4168103448275862,27060,5.16375,19.67290850965762,19.66523095914327,10.518605543884487,0.5831896551724138,27060,5.16375,9.48810055194125,0.5754489177679238,45554,0.9817672413793104
Janine,1950-2025,F,89828,42,26,2.9162558702549872,7.548844719430612,4.737279793375458,0.6472035445518101,Janine,0.3527964554481899,58137,3.5710914191566103,14.489730104132288,14.486396536020425,7.548844719430612,0.6472035445518102,58137,3.5710914191566103,7.284454851700271,0.6453241113797117,89352,0.9947009841029523
Janelle,1950-2025,F,100179,35,19,2.4083587111851523,5.308700351685349,3.019062756477881,0.45935774962816556,Janelle,0.5406422503718344,46018,2.763133990157618,12.226450760076096,12.224053256142088,5.308700351685349,0.45935774962816556,46018,2.763133990157618,5.158404277488938,0.4572175899943879,99784,0.9960570578664191
Janae,1950-2025,F,30918,18,11,1.9632552409826745,3.8994083441807885,2.563324774854853,0.4167798693317808,Janae,0.5832201306682192,12886,2.032570023934278,8.635701638547312,8.631481562734578,3.8994083441807885,0.41677986933178085,12886,2.032570023934278,3.7825339290564988,0.41412697381246344,30778,0.9954718933954331
Chanel,1950-2025,F,43953,30,15,2.7881583972621704,6.907474816691903,4.2592690930676635,0.5655131617864537,Chanel,0.4344868382135463,24856,3.215844197210657,12.240048738980988,12.236070376375709,6.907474816691903,0.5655131617864537,24856,3.215844197210657,6.555241201378426,0.5617642334258899,43577,0.991445407594476
Cadence,1950-2025,F,67887,31,23,2.833204069137771,7.126551183853185,4.709003912717544,0.6695980084552271,Cadence,0.33040199154477295,45457,3.33483583012948,13.458950814043094,13.455137920266678,7.126551183853185,0.6695980084552271,45457,3.33483583012948,6.963271216000933,0.6683914843287995,67640,0.9963616008956059
Maisie,1950-2025,F,29177,18,13,2.7107649878793825,6.546686923727875,4.316066774513074,0.5797717380128183,Maisie,0.42022826198718166,16916,3.015560201528601,11.230575555782425,11.226377102778718,6.546686923727875,0.5797717380128183,16916,3.015560201528601,6.413141615499449,0.5783555142886619,29079,0.9966411899784077
Jamir,1950-2025,F,42,2,0,0.998363672593813,1.9977328545029438,1.9954751131221722,0.47619047619047616,Jamere,0.5238095238095238,20,1.4761904761904763,,2.0,1.9977328545029438,0.47619047619047616,20,1.4761904761904763,0.0,0.0,0,0.0
Emmalyn,1950-2025,F,24325,20,13,2.94041782170902,7.6763357912039565,5.077509588030989,0.6367934224049332,Emmalyn,0.3632065775950668,15490,3.4294347379239465,12.740987866527462,12.735263650417943,7.6763357912039565,0.6367934224049332,15490,3.4294347379239465,7.212132814342986,0.63231928086895,24029,0.9878314491264132
Marilee,1950-2025,F,9847,8,8,2.439018261261273,5.422725946230284,3.9382885464209236,0.5548898141565959,Marilee,0.44511018584340406,5464,2.6532954199248504,7.908640747750217,7.907159989042185,5.422725946230284,0.5548898141565959,5464,2.6532954199248504,5.422725946230284,0.5548898141565959,9847,1.0
Macy,1950-2025,F,93298,15,12,2.3688484049277543,5.165286616271006,4.2454827986835415,0.6598640914060323,Macy,0.3401359085939677,61564,2.504812536174409,7.969067257689539,7.968104397694381,5.165286616271006,0.6598640914060323,61564,2.504812536174409,5.122007139439593,0.6594370096908169,93181,0.9987459538253768
Journey,1950-2025,F,56633,21,17,2.4591896187832996,5.4990774990323,3.884556454913857,0.6312750516483323,Journey,0.36872494835166775,35751,2.639574099906415,9.945983034489151,9.943268213046084,5.4990774990323,0.6312750516483322,35751,2.639574099906415,5.419569332610408,0.6304855605889015,56512,0.9978634365122808
Jacqueline,1950-2025,F,515661,52,33,2.0538745091633794,4.152195893435648,2.3114920101304177,0.3630738023624047,Jacqueline,0.6369261976375953,187223,2.422440324166458,11.119771773150402,11.119305669176224,4.152195893435647,0.3630738023624048,187223,2.422440324166458,4.106664338480236,0.3622785999712631,515018,0.9987530567562798
Kaylin,1950-2025,M,26433,39,27,4.269887448643702,19.29142017084948,13.730167361592027,0.8248779934173193,Kalen,0.17512200658268073,21804,7.789467710816026,23.452748185580813,23.440686517205545,19.29142017084948,0.8248779934173193,21804,7.789467710816026,18.10947142857193,0.8223850817281866,26062,0.9859645140544017
Shaelyn,1950-2025,M,280,6,0,2.2293658875870257,4.68927825028018,4.167109599234613,0.6892857142857143,Shaylon,0.3107142857142857,193,2.392857142857143,5.982081392361568,5.955484287998683,4.68927825028018,0.6892857142857143,193,2.392857142857143,0.0,0.0,0,0.0
Shante,1950-2025,M,606,12,2,2.735767484749615,6.661132523849825,4.959967585089141,0.6435643564356436,Shante,0.3564356435643564,390,3.033003300330033,10.52815571549052,10.357219604311169,6.661132523849825,0.6435643564356436,390,3.033003300330033,1.8728044881378898,0.3207547169811321,318,0.5247524752475248
Charisse,1950-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kamiyah,1950-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kayson,1950-2025,M,96812,46,27,3.7830316280018668,13.765943875339785,10.228123383625038,0.8429843407842004,Kayson,0.15701565921579969,81611,5.650838738999298,18.050892509961187,18.047959244832658,13.765943875339785,0.8429843407842003,81611,5.650838738999298,13.111560541618784,0.8416793384298124,96014,0.9917572201793167
Kaliyah,1950-2025,M,5,1,0,-0.0,1.0,1.0,0.0,Kaliyah,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Daylen,1950-2025,M,16185,23,15,3.2173686636963104,9.300889289020695,6.573333898772291,0.7537225826382453,Daylen,0.2462774173617547,12199,4.056719184430028,14.818692564176486,14.806007650962204,9.300889289020695,0.7537225826382453,12199,4.056719184430028,8.513227587015326,0.7489766358083003,15879,0.9810936051899908
Denisha,1950-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Shani,1950-2025,M,120,1,1,-0.0,1.0,1.0,0.0,Shawnee,1.0,0,1.0,1.0,1.0,1.0,0.0,0,1.0,1.0,0.0,120,1.0
Jaylen,1950-2025,M,122647,41,25,2.7244607484595282,6.6091317177086815,4.185149604393779,0.6664900079088767,Jaylen,0.3335099920911233,81743,3.241685487618939,13.26557325898497,13.263418126536838,6.6091317177086815,0.6664900079088767,81743,3.241685487618939,6.4508450454511,0.665368631172486,122236,0.9966489192560763
Janiece,1950-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Makiyah,1950-2025,M,82,2,0,0.9995708393473224,1.999405145487696,1.9988109393579074,0.4878048780487805,Macaiah,0.5121951219512195,40,1.4878048780487805,,2.0,1.999405145487696,0.4878048780487805,40,1.4878048780487805,0.0,0.0,0,0.0
Keshawn,1950-2025,M,18295,21,13,2.95580134313454,7.7586268583123985,5.303514543295934,0.6704564088548783,Keshawn,0.3295435911451216,12266,3.42552610002733,12.874496205203034,12.865309311148415,7.7586268583123985,0.6704564088548783,12266,3.42552610002733,7.158555671490528,0.6651671665000556,18006,0.984203334244329
Kian,1950-2025,M,17625,4,3,0.9087774931238801,1.8774539125574412,1.59182492855237,0.23648226950354612,Kian,0.7635177304964539,4168,1.262241134751773,2.973268427642723,2.9725311163765036,1.8774539125574412,0.2364822695035461,4168,1.262241134751773,1.8691118480800564,0.23604882202668176,17615,0.9994326241134752
Kiana,1950-2025,M,19,1,0,-0.0,1.0,1.0,0.0,Kiana,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Caitlin,1950-2025,M,928,9,4,2.4724305978521617,5.549780059373398,4.7476928165830525,0.6950431034482758,Caitlin,0.30495689655172414,645,2.654094827586207,7.567921975760731,7.5071605961742085,5.549780059373398,0.6950431034482759,645,2.654094827586207,3.8118525201450297,0.6453634085213033,798,0.8599137931034483
Michaela,1950-2025,M,244,5,1,1.3854845066881183,2.6125968268686752,2.099887133182844,0.3729508196721312,Makayla,0.6270491803278688,91,1.5286885245901638,4.887430941267242,4.781020673054657,2.6125968268686752,0.3729508196721312,91,1.5286885245901638,1.0,0.0,153,0.6270491803278688
Kaylee,1950-2025,M,788,10,3,2.5279634981130097,5.767569557678986,4.534821219911194,0.649746192893401,Kalei,0.350253807106599,512,2.6776649746192893,8.861850345779489,8.774347891870743,5.767569557678986,0.649746192893401,512,2.6776649746192893,2.8877845546474936,0.5376884422110553,597,0.7576142131979695
Carly,1950-2025,M,750,6,3,1.8339988803887421,3.5652392167637124,2.948236823346891,0.4946666666666667,Carlie,0.5053333333333333,371,1.9093333333333333,5.024109690802098,4.975428680433259,3.5652392167637124,0.49466666666666664,371,1.9093333333333333,2.6601838381078466,0.43007518796992483,665,0.8866666666666667
Hailey,1950-2025,M,1035,6,2,1.3049862407407689,2.4708137095173797,1.953261041994497,0.33333333333333337,Haley,0.6666666666666666,345,1.4657004830917875,4.921262665506215,4.870641448058627,2.4708137095173797,0.3333333333333333,345,1.4657004830917875,1.8036960511320468,0.2767295597484277,954,0.9217391304347826
Christy,1950-2025,M,1843,7,4,1.9688360019219313,3.914521593816606,2.8692687888103006,0.4666304937601736,Christy,0.5333695062398264,860,1.998914812805209,6.614898832283152,6.597552785678781,3.914521593816606,0.4666304937601736,860,1.998914812805209,2.9964662706414806,0.4207424867413082,1697,0.9207813347802496
Taylin,1950-2025,M,4933,11,5,2.100562991102966,4.288767153666467,3.324386922227931,0.5528076221366309,Taylen,0.44719237786336913,2727,2.1402797486316643,7.639234099021051,7.6191085754898715,4.288767153666467,0.5528076221366308,2727,2.1402797486316643,3.55338958424424,0.5330228619813717,4724,0.9576322724508413
Cambrie,1950-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Maylin,1950-2025,M,131,2,1,0.30081363556511626,1.2318389366987688,1.112544570502431,0.05343511450381677,Maylon,0.9465648854961832,7,1.0534351145038168,1.999976437710287,1.995878655193811,1.2318389366987688,0.05343511450381679,7,1.0534351145038168,1.0,0.0,124,0.9465648854961832
Braylen,1950-2025,M,41597,20,18,2.2779137276482406,4.849761254581006,3.1827676175276864,0.5481404909007861,Braylon,0.4518595090992139,22801,2.536384835444864,11.128062402316418,11.12280234565003,4.849761254581006,0.5481404909007861,22801,2.536384835444864,4.823605847832783,0.5477926139781066,41565,0.9992307137533957
Raylee,1950-2025,M,260,4,0,1.7958690487463351,3.472245725590665,3.1971244797578513,0.6230769230769231,Rayleigh,0.3769230769230769,162,1.9615384615384617,3.9999628041909547,3.99966596563144,3.472245725590665,0.6230769230769231,162,1.9615384615384617,0.0,0.0,0,0.0
Chantel,1950-2025,M,161,9,0,2.72298328883916,6.602366790502564,5.03027362701339,0.6335403726708074,Shantel,0.36645962732919257,102,3.1055900621118013,8.990087623558596,8.92631695270298,6.602366790502564,0.6335403726708074,102,3.1055900621118013,0.0,0.0,0,0.0
Jaycee,1950-2025,M,2886,7,3,1.5645840741422263,2.95792213301213,2.518923234651013,0.4518364518364518,Jaycee,0.5481635481635482,1304,1.6767151767151767,4.322358971157342,4.309456373010012,2.9579221330121306,0.4518364518364518,1304,1.6767151767151767,2.664259159974581,0.4390070921985816,2820,0.9771309771309772
Lakeisha,1950-2025,M,48,2,0,0.8112781244591328,1.7547653506033232,1.6,0.25,Lakeisha,0.75,12,1.25,,1.9999999999996794,1.7547653506033232,0.25,12,1.25,0.0,0.0,0,0.0
Deshawn,1950-2025,M,45378,15,14,2.82794490748889,7.1006195400670205,5.0657349357882655,0.6457754859182864,Deshawn,0.3542245140817136,29304,3.166159813125303,11.198586101715707,11.196022553696075,7.1006195400670205,0.6457754859182864,29304,3.166159813125303,7.080369759308135,0.6456271081813973,45359,0.9995812949006126
Jerrell,1950-2025,M,23013,18,14,3.1440120981032056,8.83979000650009,6.807349492369334,0.7384521792030592,Jerrell,0.26154782079694083,16994,3.813279450745231,12.546583202930536,12.5403860065059,8.83979000650009,0.7384521792030592,16994,3.813279450745231,8.436317215813604,0.7358349791529515,22785,0.9900925563811759
Annalise,1950-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Aaliyah,1950-2025,M,149,2,1,0.8668936705568642,1.8237319134810952,1.6966755827283149,0.28859060402684567,Aaliyah,0.7114093959731543,43,1.2885906040268456,2.0,1.9999999999999982,1.8237319134810952,0.28859060402684567,43,1.2885906040268456,1.0,0.0,106,0.7114093959731543
Riley,1950-2025,M,116185,26,15,1.0786350133490585,2.1120368600272545,1.4015825526081314,0.15835090588285927,Riley,0.8416490941171407,18398,1.5236045961182596,7.027535726350532,7.026370544541748,2.1120368600272545,0.15835090588285924,18398,1.5236045961182596,2.058330374841541,0.155676627783486,115817,0.9968326376038215
Jayden,1950-2025,M,423554,72,33,2.0868083510687345,4.248072390668424,2.4729166165608265,0.40033856367783094,Jayden,0.5996614363221691,169565,2.4518691831502006,11.094424451199497,11.093815982923973,4.248072390668424,0.40033856367783094,169565,2.4518691831502006,4.180353673089918,0.3992890490854134,422814,0.998252879207846
Kayden,1950-2025,M,371644,85,48,3.2271554150777435,9.364197840573329,6.7208977628902815,0.8019448719742549,Kayden,0.19805512802574507,298038,4.491241618322912,14.161017295934702,14.160164117089982,9.364197840573325,0.8019448719742549,298038,4.491241618322912,9.147317884797943,0.8013510267641478,370533,0.997010580017436
Mackenzie,1950-2025,M,10555,7,4,1.0768255000723819,2.109389479330133,1.6709560949515248,0.2552344860255803,Mackenzie,0.7447655139744197,2694,1.3372809095215539,4.351260737204885,4.345902585078353,2.109389479330133,0.2552344860255803,2694,1.3372809095215539,2.003512450324843,0.24882943143812708,10465,0.9914732354334439
Brittany,1950-2025,M,1454,5,2,1.1276272995401293,2.1849909428684513,1.7053200808570983,0.2585969738651994,Brittany,0.7414030261348006,376,1.358321870701513,4.140040438420079,4.118171786895746,2.1849909428684513,0.2585969738651995,376,1.358321870701513,1.643230037460047,0.197319434102755,1343,0.9236588720770289
Sherry,1950-2025,M,947,4,3,1.269981604452302,2.411584905495558,1.9436313552618174,0.31784582893347413,Sherry,0.6821541710665259,301,1.4614572333685323,3.709016640735755,3.689121469140219,2.411584905495558,0.31784582893347413,301,1.4614572333685323,2.2855010009043113,0.30982905982905984,936,0.9883843717001056
Kira,1950-2025,M,53,3,0,1.411994609879331,2.6610481400759216,2.466198419666374,0.49056603773584906,Kira,0.5094339622641509,26,1.6226415094339623,,2.9999992949884886,2.6610481400759216,0.49056603773584906,26,1.6226415094339623,0.0,0.0,0,0.0
Katherine,1950-2025,M,2953,4,3,1.583035005931206,2.9959945635650125,2.8926232246204107,0.5719607179139858,Katherine,0.4280392820860142,1689,1.8408398239078902,3.3158719975469695,3.311471149483303,2.9959945635650125,0.5719607179139857,1689,1.8408398239078902,2.9350842576005816,0.5703602991162475,2942,0.9962749746020996
Kristen,1950-2025,M,7879,7,7,2.36089034340522,5.136872776873489,4.5869969091032825,0.7252189364132504,Kristen,0.2747810635867496,5714,2.5791344079197867,6.588997427840354,6.584842128788107,5.136872776873489,0.7252189364132504,5714,2.5791344079197867,5.136872776873489,0.7252189364132504,7879,1.0
Carrie,1950-2025,M,82193,13,11,1.7568404378170597,3.379571736084182,2.5904543056739926,0.449040672563357,Kerry,0.550959327436643,36908,1.824328105799764,6.554017864886032,6.552610800677518,3.379571736084182,0.449040672563357,36908,1.824328105799764,3.360036581099978,0.44859790324740945,82127,0.99919701191099
Megan,1950-2025,M,1410,4,2,0.9577038505085771,1.9422162613576397,1.5585875579541195,0.21702127659574466,Megan,0.7829787234042553,306,1.278014184397163,3.398803727350372,3.3867738320793013,1.9422162613576397,0.2170212765957447,306,1.278014184397163,1.5789416815702781,0.17054845980465816,1331,0.9439716312056737
Jocelyn,1950-2025,M,394,4,1,0.6340956936497161,1.5519646466147514,1.250793650793651,0.1091370558375635,Jocelyn,0.8908629441624365,43,1.1598984771573604,3.7190271732853484,3.6440706186238234,1.5519646466147514,0.10913705583756345,43,1.1598984771573604,1.0,0.0,351,0.8908629441624365
Madelyn,1950-2025,M,50,1,0,-0.0,1.0,1.0,0.0,Madelyn,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Adalyn,1950-2025,M,11,2,0,0.9940302114769565,1.9917412148051292,1.9836065573770496,0.4545454545454546,Adelyn,0.5454545454545454,5,1.4545454545454546,,2.0,1.9917412148051292,0.45454545454545453,5,1.4545454545454546,0.0,0.0,0,0.0
Crystal,1950-2025,M,1407,4,2,0.7982699522207416,1.7390144882525846,1.4117308535711357,0.16986496090973702,Crystal,0.830135039090263,239,1.2082444918265813,3.271680008030943,3.2578223246326172,1.7390144882525846,0.16986496090973702,239,1.2082444918265813,1.4990072326501187,0.13991163475699553,1358,0.9651741293532339
Kelsey,1950-2025,M,5824,7,3,0.8860594906987248,1.8481213521035027,1.4118684445202199,0.1674107142857143,Kelsey,0.8325892857142857,975,1.262190934065934,4.630027278914492,4.618328061509054,1.8481213521035027,0.16741071428571427,975,1.262190934065934,1.6142052147656927,0.1458516822265281,5677,0.9747596153846154
Casey,1950-2025,M,131568,11,4,0.6790823179220289,1.601120976164347,1.2943634387386198,0.12665693785722976,Casey,0.8733430621427702,16664,1.1671151039766507,3.4083562101988143,3.4081209707315097,1.601120976164347,0.12665693785722973,16664,1.1671151039766507,1.5794068124068963,0.12528071497628668,131361,0.998426669098869
Aidan,1950-2025,M,530056,36,35,2.2325118249253237,4.699514836041835,3.1554357678293723,0.5137023257919917,Aiden,0.48629767420800823,272291,2.470906847578369,10.010787654158827,10.01036694043192,4.699514836041835,0.5137023257919918,272291,2.470906847578369,4.6933453705513,0.5136243303878891,529971,0.9998396395852513
Muhammad,1950-2025,M,81859,8,8,2.37889744419094,5.2013908255795425,4.6733513011104755,0.7318926446694927,Muhammad,0.26810735533050734,59912,2.6594998717306586,6.802617063573299,6.80213431074515,5.2013908255795425,0.7318926446694927,59912,2.6594998717306586,5.2013908255795425,0.7318926446694927,81859,1.0
Alistair,1950-2025,M,9243,8,7,2.2562767444107465,4.777569115727667,3.699900370864638,0.5577193551877095,Alistair,0.4422806448122904,5155,2.349237260629666,7.261401767448245,7.256004543588443,4.777569115727667,0.5577193551877097,5155,2.349237260629666,4.59046382064185,0.553370479624167,9153,0.9902629016553067
Kane,1950-2025,M,39748,10,8,2.210997762685099,4.629953687875916,3.326749891198106,0.508880949984905,Kane,0.4911190500150951,20227,2.298379792693972,7.402944433281749,7.401825942577245,4.629953687875916,0.5088809499849049,20227,2.298379792693972,4.588288817882635,0.5082004383644472,39693,0.9986162825802556
Reese,1950-2025,M,53731,7,6,1.7279976252513682,3.3126771925003466,3.081602515596329,0.619083955258603,Reece,0.38091604474139695,33264,1.945673819582736,4.478103958473737,4.477272465505751,3.312677192500347,0.619083955258603,33264,1.9456738195827363,3.285277827029068,0.6185941634676307,53662,0.9987158251288828
Shay,1950-2025,M,16005,5,5,1.5980600560389848,3.0273596052552194,2.5312264689266737,0.4666041861918151,Shea,0.5333958138081849,7468,1.6799750078100593,4.587812889533751,4.586486658325717,3.0273596052552194,0.46660418619181504,7468,1.6799750078100593,3.0273596052552194,0.4666041861918151,16005,1.0
Blaze,1950-2025,M,20677,7,5,1.784138362059236,3.444127047455616,2.875187136886753,0.5887701310635005,Blaze,0.4112298689364995,12174,1.8934081346423561,5.275650838970012,5.274374259032813,3.4441270474556167,0.5887701310635005,12174,1.8934081346423561,3.3634953775897767,0.5870726495726496,20592,0.9958891521980945
Darryl,1950-2025,M,291956,14,11,2.0108268411323755,4.0301312977921,3.306483902798511,0.5771588869555686,Darrell,0.42284111304443134,168505,2.0564502870295525,6.52964753916203,6.52935555437095,4.0301312977921,0.5771588869555686,168505,2.0564502870295525,4.017404133475574,0.5770024122145774,291848,0.9996300812451191
Tory,1950-2025,M,18837,8,8,2.3501766967497444,5.098866964219859,4.090947539854687,0.63003663003663,Tory,0.36996336996337,11868,2.438923395445135,7.5678103221134485,7.565756670245325,5.098866964219859,0.63003663003663,11868,2.438923395445135,5.098866964219859,0.63003663003663,18837,1.0
Jeri,1950-2025,M,350777,9,6,0.23359298518304278,1.175759496847625,1.0676203903069301,0.03261046191740047,Jerry,0.9673895380825995,11439,1.0415648688482997,2.3284778085941293,2.3284037431247815,1.175759496847625,0.03261046191740052,11439,1.0415648688482997,1.1721925282825816,0.032301484322644125,350665,0.9996807088264054
Terri,1950-2025,M,335311,5,5,0.04960530987879992,1.0349817365159082,1.009222442326928,0.004583804289152504,Terry,0.9954161957108475,1537,1.0079060931493449,1.4197130119217232,1.419656348713388,1.0349817365159082,0.004583804289152458,1537,1.0079060931493449,1.0349817365159082,0.004583804289152504,335311,1.0
Shawn,1950-2025,M,800486,6,6,1.343260036238452,2.537240078181276,2.3099073415523743,0.47173966815159796,Sean,0.528260331848402,377621,1.5645208036118057,3.1686365748481315,3.1686263768936684,2.537240078181276,0.4717396681515979,377621,1.5645208036118055,2.537240078181276,0.47173966815159796,800486,1.0
Lindsey,1950-2025,M,8647,6,4,1.3044452220621012,2.469887314322094,2.1292301160160396,0.42743147912570834,Lindsey,0.5725685208742917,3696,1.525268879380132,4.626360884202441,4.619514285998299,2.469887314322094,0.42743147912570834,3696,1.525268879380132,2.2978068650984205,0.41896491022180493,8521,0.9854284723025327
Bailey,1950-2025,M,21978,8,6,0.6173195480627515,1.5340223985564525,1.195393468308449,0.0863590863590864,Bailey,0.9136409136409136,1898,1.2052052052052051,4.884422609980996,4.880986793976901,1.5340223985564525,0.08635908635908636,1898,1.2052052052052051,1.5140798359043326,0.08477666362807657,21940,0.9982709982709983
Jamie,1950-2025,M,170359,11,8,1.459974442473808,2.75103490091455,2.3171560791319017,0.4903644656284669,Jamie,0.5096355343715331,83538,1.6428659477926026,5.1933163441378,5.192921448553972,2.75103490091455,0.4903644656284669,83538,1.6428659477926026,2.742839429357578,0.49019389085272047,170302,0.9996654124525267
Lori,1950-2025,M,1976,8,4,2.018468588458748,4.051534957385561,3.0607033562434154,0.5683198380566802,Lori,0.4316801619433198,1123,2.1199392712550607,7.5227079237165935,7.498229485196828,4.051534957385561,0.5683198380566802,1123,2.1199392712550607,2.8961621364941497,0.5237297599106645,1791,0.9063765182186235
Nikki,1950-2025,M,9666,6,6,1.691258527049709,3.229382942861547,2.2681060083877984,0.36302503620939375,Nicky,0.6369749637906063,3509,1.8064349265466584,5.828634130158628,5.82643275874302,3.229382942861547,0.36302503620939375,3509,1.8064349265466584,3.229382942861547,0.36302503620939375,9666,1.0
Vicki,1950-2025,M,1035,4,4,1.8887593952311574,3.703166444811211,3.5249375614924694,0.6589371980676328,Vicky,0.34106280193236715,682,2.1082125603864736,3.99999100143922,3.999983634153827,3.703166444811211,0.6589371980676328,682,2.1082125603864736,3.703166444811211,0.6589371980676328,1035,1.0
Cory,1950-2025,M,346688,14,12,1.5808514207156645,2.991463418083472,2.374766643670881,0.4670827949049289,Corey,0.5329172050950711,161932,1.7193124653867455,6.13172106638332,6.1314390334308095,2.991463418083472,0.46708279490492893,161932,1.7193124653867455,2.988505048527858,0.4670274511613953,346652,0.9998961602362931
Cody,1950-2025,M,328876,12,11,0.7374278404913404,1.6672007601201186,1.2670085808636096,0.1147210498789818,Cody,0.8852789501210182,37729,1.2439703718118682,5.021162096642171,5.020846655005687,1.6672007601201186,0.11472104987898174,37729,1.2439703718118682,1.66685402770654,0.11470489859214883,328870,0.9999817560417908
Sydney,1950-2025,M,37581,2,2,0.5285403652608548,1.4424690509067926,1.267051755189235,0.11971474947446847,Sidney,0.8802852505255315,4499,1.1197147494744686,1.9999971519445994,1.9999971003704515,1.4424690509067926,0.11971474947446849,4499,1.1197147494744686,1.4424690509067926,0.11971474947446847,37581,1.0
Annabel,1950-2025,M,45,2,0,0.7642045065086203,1.6984332340231805,1.5283018867924527,0.2222222222222222,Anabel,0.7777777777777778,10,1.2222222222222223,,1.9999999999878226,1.6984332340231807,0.2222222222222222,10,1.2222222222222223,0.0,0.0,0,0.0
Isabel,1950-2025,M,900,3,1,0.3580966917601469,1.2817338251601107,1.116560662327243,0.054444444444444406,Isabel,0.9455555555555556,49,1.0766666666666667,2.876665396168656,2.8565079564455473,1.2817338251601107,0.05444444444444444,49,1.0766666666666667,1.0,0.0,851,0.9455555555555556
Eleanor,1950-2025,M,63,1,0,-0.0,1.0,1.0,0.0,Eleanor,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Rachel,1950-2025,M,1690,2,2,0.491108042905153,1.4055239554415353,1.236491500284435,0.1071005917159763,Rachel,0.8928994082840237,181,1.1071005917159764,1.9999916629120968,1.9999879703354755,1.4055239554415353,0.10710059171597633,181,1.1071005917159764,1.4055239554415353,0.1071005917159763,1690,1.0
Sofia,1950-2025,M,688,2,2,0.8440389881471743,1.7950686115543306,1.655222575794664,0.2718023255813954,Sophia,0.7281976744186046,187,1.2718023255813953,1.9999999999999991,1.9999999999999831,1.7950686115543306,0.27180232558139533,187,1.2718023255813953,1.7950686115543306,0.2718023255813954,688,1.0
Lee,1950-2025,M,129479,2,2,0.16743574506875242,1.123060574976867,1.0507623654294431,0.024768495277226465,Lee,0.9752315047227735,3207,1.0247684952772265,1.9186513466148392,1.9185722815759227,1.123060574976867,0.024768495277226424,3207,1.0247684952772265,1.123060574976867,0.024768495277226465,129479,1.0
Zachary,1950-2025,M,644613,21,20,0.9492533535940105,1.9308731031643291,1.3590057616469808,0.14534301976534758,Zachary,0.8546569802346524,93690,1.3853149098761584,5.801629843118636,5.80148957731122,1.930873103164329,0.14534301976534758,93690,1.3853149098761584,1.9282178103275767,0.14521439343631504,644516,0.9998495221163706
Nicholas,1950-2025,M,1046411,29,29,0.9627368183616185,1.9490036850619499,1.4116302357760948,0.16470105914406485,Nicholas,0.8352989408559351,172345,1.3593396858404585,5.088726473349514,5.088656096055709,1.9490036850619499,0.1647010591440648,172345,1.3593396858404585,1.9490036850619499,0.16470105914406485,1046411,1.0
Michael,1950-2025,M,4112812,15,15,0.2745232205851579,1.2095942784890552,1.0812875970905536,0.03892300450397446,Michael,0.9610769954960255,160083,1.058260382434208,2.450660230836653,2.4506532927227593,1.2095942784890552,0.03892300450397441,160083,1.058260382434208,1.2095942784890552,0.03892300450397446,4112812,1.0
Christopher,1950-2025,M,2148575,17,17,0.38386901995035605,1.3048364782270812,1.1035117590858552,0.04854426771232101,Christopher,0.951455732287679,104301,1.1151921622470706,3.586322696148546,3.5862869541721922,1.3048364782270812,0.048544267712320954,104301,1.1151921622470706,1.3048364782270812,0.04854426771232101,2148575,1.0
Stephanie,1950-2025,M,2669,3,1,0.13863764822161823,1.1008650666744193,1.0366798297027657,0.017984263769201925,Stephanie,0.9820157362307981,48,1.0198576245784938,1.9829119771699704,1.973913238649121,1.1008650666744193,0.01798426376920195,48,1.0198576245784938,1.0,0.0,2621,0.9820157362307981
Tyreek,1950-2025,M,9059,11,7,2.5880846300814744,6.012998631044927,5.305680532860083,0.7376090076167348,Tyreek,0.26239099238326524,6682,2.8961254001545425,7.660426505446107,7.655316155141274,6.012998631044927,0.7376090076167348,6682,2.8961254001545425,5.698919914427169,0.7343243545322454,8947,0.9876366044817309
Rashawn,1950-2025,M,11620,8,3,1.5458117049188727,2.9196829305056062,2.482222501733289,0.44853700516351114,Rashawn,0.5514629948364889,5212,1.6635972461273667,4.392318180703184,4.387720208117618,2.9196829305056062,0.4485370051635112,5212,1.6635972461273667,2.6527308728999666,0.4385841948484317,11414,0.9822719449225473
Tyesha,1950-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Akilah,1950-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Myesha,1950-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Deonte,1950-2025,M,17283,9,7,2.0351025269494776,4.098518548191038,3.2229260915060975,0.5256610542151248,Deonte,0.4743389457848753,9085,2.065787189724006,6.4479357065107346,6.444927361575817,4.098518548191038,0.5256610542151247,9085,2.065787189724006,4.02639194200589,0.5241743571884614,17229,0.9968755424405485
Devonte,1950-2025,M,33670,26,14,2.709309392966678,6.540085030561071,4.640635376041487,0.6503415503415504,Devonte,0.34965844965844967,21897,2.9477279477279477,11.056910462088515,11.052351010164585,6.540085030561071,0.6503415503415504,21897,2.9477279477279477,6.229026382488741,0.6474516380188058,33394,0.9918027918027918
Trevon,1950-2025,M,23744,16,11,1.6726243335340327,3.187939683601362,2.2458251482399265,0.3960579514824798,Trevon,0.6039420485175202,9404,1.8547843665768193,8.18966713777531,8.18272477901551,3.187939683601362,0.3960579514824798,9404,1.8547843665768193,3.098996023736114,0.39345233059808815,23642,0.9957041778975741
Sherilyn,1950-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jerilyn,1950-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Georgeann,1950-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Annalee,1950-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Nisha,1950-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jessalyn,1950-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Lilyann,1950-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Maylee,1950-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Shaylee,1950-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jaylee,1950-2025,M,129,1,1,-0.0,1.0,1.0,0.0,Jaylee,1.0,0,1.0,1.0,1.0,1.0,0.0,0,1.0,1.0,0.0,129,1.0
Kenisha,1950-2025,M,5,1,0,-0.0,1.0,1.0,0.0,Kenisha,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Tanisha,1950-2025,M,21,1,0,-0.0,1.0,1.0,0.0,Tanisha,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Janine,1950-2025,M,22,2,0,1.0,2.0,2.0,0.5,Janine,0.5,11,1.5,,2.0,2.0,0.5,11,1.5,0.0,0.0,0,0.0
Janelle,1950-2025,M,141,3,0,1.3473478496066538,2.5444394318032,2.221589004358029,0.3900709219858156,Janelle,0.6099290780141844,55,1.5531914893617023,2.9999999999999987,2.999999981530926,2.5444394318032,0.3900709219858156,55,1.5531914893617023,0.0,0.0,0,0.0
Janae,1950-2025,M,16,3,0,1.579434002924965,2.9885258109664425,2.9767441860465116,0.625,Janae,0.375,10,1.9375,,3.0,2.9885258109664425,0.625,10,1.9375,0.0,0.0,0,0.0
Chanel,1950-2025,M,45,2,0,0.8366407419411672,1.7858869300686604,1.6423357664233578,0.2666666666666667,Chanel,0.7333333333333333,12,1.2666666666666666,,1.9999999999999662,1.7858869300686604,0.26666666666666666,12,1.2666666666666666,0.0,0.0,0,0.0
Cadence,1950-2025,M,5783,12,6,2.2695290945782536,4.821657232341047,3.913949401194136,0.6325436624589313,Cadence,0.36745633754106866,3658,2.332526370395988,7.160674875914639,7.149850670516463,4.821657232341047,0.6325436624589313,3658,2.332526370395988,4.464759196309549,0.6271275662396911,5699,0.9854746671277883
Maisie,1950-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jamir,1950-2025,M,21292,21,13,2.7432688071611344,6.695857416991917,4.120228976587264,0.5625587074957731,Jamir,0.4374412925042269,11978,3.1236614690963744,12.388097628255876,12.380600884643295,6.695857416991917,0.5625587074957731,11978,3.1236614690963744,6.261203354039705,0.5568771111851183,21019,0.9871782829231637
Emmalyn,1950-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Marilee,1950-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Macy,1950-2025,M,351,3,1,0.4153060323610805,1.3335815336968688,1.1483097055616138,0.06837606837606836,Macy,0.9316239316239316,24,1.0854700854700854,2.8665694917188347,2.8165082676948607,1.3335815336968688,0.06837606837606838,24,1.0854700854700854,1.0,0.0,327,0.9316239316239316
Journey,1950-2025,M,2272,7,2,0.6831600246180001,1.6056528675547839,1.265404298171556,0.11487676056338025,Journey,0.8851232394366197,261,1.1866197183098592,4.218528233883896,4.187968598394536,1.6056528675547839,0.11487676056338028,261,1.1866197183098592,1.3311126120169563,0.08299133606931142,2193,0.9652288732394366
Jacqueline,1950-2025,M,1423,6,2,1.206102371227166,2.3071349147466953,1.6282760655932802,0.2255797610681658,Jacqueline,0.7744202389318342,321,1.4891075193253691,5.119169421963655,5.098173293111071,2.3071349147466953,0.22557976106816585,321,1.4891075193253693,1.3366184086936639,0.08471760797342198,1204,0.8460997891777934
Kaylin,1950-2020,ALL,154326,55,45,4.59947763995047,24.24268586756281,17.258583597585314,0.8766118476471885,Kaylin,0.12338815235281159,135284,9.546174980236641,27.6410258041328,27.637996923665877,19.047902157349014,0.8527986211007866,131609,7.601667897826679,24.047692357587415,0.8764597498313178,154136,0.9987688399880772
Shaelyn,1950-2020,ALL,16722,28,14,3.55996612141791,11.793876781312388,9.096474023196645,0.7988876928597057,Shaelyn,0.2011123071402942,13359,4.9038392536777895,15.635934643914672,15.624589591891324,11.219078881190292,0.7936849659131683,13272,4.71558426025595,10.242758846748455,0.7920994065281899,16176,0.9673484033010405
Shante,1950-2020,ALL,24041,26,19,3.6462047417429657,12.520365223886738,8.54560173026463,0.7495528472193336,Shante,0.25044715278066637,18020,5.383178736325444,17.24877153118864,17.2421036240065,12.377123545272253,0.7495528472193337,18020,5.350401397612412,12.06212033223776,0.7476847001634329,23863,0.9925959818643151
Charisse,1950-2020,ALL,26106,44,26,4.0633630140297115,16.718378390956115,10.596488348644826,0.799203248295411,Charisse,0.200796751704589,20864,6.937523940856508,22.420485721440333,22.40740380293583,16.718378390956115,0.799203248295411,20864,6.937523940856508,15.071712658003662,0.7946085729958468,25522,0.9776296636788477
Kamiyah,1950-2020,ALL,968,9,4,2.3886574667028513,5.236698216469346,4.5626138189609,0.703512396694215,Camaya,0.2964876033057851,681,2.634297520661157,7.581997092602846,7.505867618952105,5.236698216469346,0.7035123966942148,681,2.634297520661157,3.943408178245481,0.6771653543307087,889,0.9183884297520661
Kayson,1950-2020,ALL,69280,44,26,3.7255719264646823,13.228448194491929,9.718984232529746,0.8268475750577368,Kason,0.17315242494226327,57284,5.453175519630485,17.791863157813946,17.787743172000468,12.95203159534106,0.8221564665127021,56959,5.349610277136259,12.655218664673269,0.8255634724443798,68770,0.9926385681293303
Kaliyah,1950-2020,ALL,15399,15,11,2.0050582831959765,4.0140491536637315,2.3276215698030223,0.36288070653938564,Kaliyah,0.6371192934606144,5588,2.2301448145983507,10.118622909392672,10.108310949846787,4.013461529273527,0.3628807065393857,5588,2.2301448145983507,3.700213013604932,0.3524092409240924,15150,0.9838301188388856
Daylen,1950-2020,ALL,20433,26,18,3.577773107960749,11.940349065053,9.051671521057875,0.824695345764205,Daylen,0.17530465423579503,16851,5.031860226104831,16.656005490530696,16.644635654382995,8.801470136225726,0.7700288748592963,15734,3.879214995350658,11.077698835028249,0.8215780035863718,20076,0.9825282631038027
Denisha,1950-2020,ALL,16162,43,22,3.910473918819009,15.037302862401027,8.609438514572817,0.7343150600173246,Denisha,0.2656849399826754,11868,6.497834426432372,22.36377600431916,22.339720409197344,15.037302862401027,0.7343150600173246,11868,6.497834426432372,12.501984097319333,0.7221611129084439,15455,0.9562554139339191
Shani,1950-2020,ALL,5607,11,6,1.6351977885938491,3.10630133418395,1.9132262242985025,0.28838951310861427,Shawnee,0.7116104868913857,1617,1.8560727661851257,8.096269617511668,8.082184684227915,3.083473972574014,0.2883895131086142,1617,1.8560727661851257,2.611151390174582,0.2597402597402597,5390,0.9612983770287141
Jaylen,1950-2020,ALL,186285,58,34,3.6934746571696486,12.937389696136542,8.339828356465397,0.7836326059532437,Jaylen,0.2163673940467563,145979,5.450224118957511,18.542690964825876,18.54114511287342,9.172594040585253,0.7264567732238237,135328,4.354048903561747,12.601624781307235,0.782791920846716,185564,0.9961295863864509
Janiece,1950-2020,ALL,9711,22,9,2.986049182528178,7.923013072165562,5.574067039159639,0.7165070538564515,Jenise,0.28349294614354853,6958,3.502213984141695,12.744835549791338,12.726305606278554,7.923013072165562,0.7165070538564514,6958,3.502213984141695,6.2641297771684545,0.7001742539751687,9182,0.9455256925136443
Makiyah,1950-2020,ALL,1489,8,5,2.6128197241520223,6.116980699959305,5.302759819854726,0.6877098723975823,Makaiya,0.31229012760241776,1024,2.9603760913364674,7.290573014249463,7.281402178589818,5.893050276999436,0.6762928139691068,1007,2.869711215580927,4.608643536179996,0.6439509954058193,1306,0.8770987239758227
Keshawn,1950-2020,ALL,18082,21,13,2.9495088956287248,7.724860582448972,5.234680566524779,0.6619289901559562,Keshawn,0.3380710098440438,11969,3.415496073443203,12.898437257128343,12.889113250445952,7.617656178184545,0.6619289901559562,11969,3.4055414224090255,7.121396982816292,0.6564379250266958,17793,0.9840172547284592
Kian,1950-2020,ALL,13371,4,3,0.9624797820998352,1.9486564737782464,1.6600729925116338,0.2592924986911974,Kian,0.7407075013088026,3467,1.2892827761573555,3.017417692396631,3.0165566300761215,1.9481345224514846,0.25929249869119736,3467,1.2892827761573555,1.9377040340985168,0.25873811840431105,13361,0.9992521127813926
Kiana,1950-2020,ALL,54744,31,21,2.874972402667449,7.335892015919625,4.069375255793485,0.5465439134882362,Kiana,0.45345608651176383,29920,3.504110039456379,14.20253824392998,14.19838375138641,7.333878184321144,0.5465439134882362,29920,3.504110039456379,7.0677240867741435,0.5438525569173664,54421,0.9940998100248429
Caitlin,1950-2020,ALL,628494,56,41,3.097796797202678,8.56110367577872,6.081174183156736,0.7380165920438382,Kaitlyn,0.2619834079561619,463839,3.7748920435199063,13.303553514445928,13.303195169359904,8.555850233043671,0.7379354456844457,463788,3.7736143861357467,8.497799732181702,0.7377804461658024,627928,0.9990994345212524
Michaela,1950-2020,ALL,298402,99,53,3.1862738970951674,9.102569790917439,5.134048711529321,0.6490271512925516,Makayla,0.3509728487074483,193671,4.648320051474186,16.863158834371177,16.86177892749091,9.09949186470934,0.6490271512925516,193671,4.648085468596055,8.80716915921185,0.6474949933525185,297105,0.9956535143866327
Kaylee,1950-2020,ALL,335572,65,54,3.613142996240534,12.23670303364625,5.4497891093087505,0.6050087611600491,Kaylee,0.3949912388399509,203024,6.053657635321183,21.89950386099152,21.89810974539945,12.18380865524779,0.6048746617715424,202979,6.030345201625881,12.133917884198418,0.6045609680421967,335192,0.9988676051637204
Carly,1950-2020,ALL,181489,19,19,3.1941459605226754,9.152373703885381,5.965040113247834,0.6424246097559632,Carly,0.35757539024403684,116593,4.322432764520164,13.035026284437171,13.034617228692857,9.116422436714332,0.641217925053309,116374,4.3192535084770975,9.152373703885381,0.6424246097559632,181489,1.0
Hailey,1950-2020,ALL,477050,26,25,2.5693522122440386,5.935428603908198,3.994239340731028,0.6489571323760612,Hailey,0.35104286762393877,309585,2.8348307305313907,11.47456463700994,11.47418264136368,5.931450888353543,0.6480410858400587,309148,2.8339083953463997,5.930677886006772,0.6489240154715359,477005,0.9999056702651714
Christy,1950-2020,ALL,364229,29,19,2.72421384059383,6.608000704619777,5.498581691070444,0.7320778960489143,Christy,0.26792210395108573,266644,3.051204050199188,9.016795251057241,9.01652512725694,6.597157447202388,0.7320778960489143,266644,3.04952378860552,6.551973417036632,0.7317966068155022,363847,0.9989512092666976
Taylin,1950-2020,ALL,13757,16,10,3.142220802511888,8.828821055981148,7.474484607060141,0.7909427927600494,Taylin,0.20905720723995058,10881,3.93327033510213,10.945160259136362,10.940105545616603,6.918626411005982,0.7200697826561023,9906,3.3353928908919097,8.243148794131043,0.7875923190546529,13540,0.9842262121101985
Cambrie,1950-2020,ALL,9728,12,10,3.038755167949205,8.217816795002042,7.0397419589044565,0.7903988486842105,Cambree,0.20960115131578946,7689,3.7121710526315788,10.370530443150088,10.363182398501717,8.217816795002042,0.7903988486842105,7689,3.7121710526315788,7.787783113203543,0.7874491816949859,9593,0.9861225328947368
Maylin,1950-2020,ALL,7711,10,7,2.5235877738405157,5.7501029001828226,4.7106668626159305,0.6825314485799507,Maylin,0.31746855142004926,5263,2.703151342238361,8.197557645611855,8.191156784694956,5.40757214415407,0.6706004409285437,5171,2.6150953183763455,5.316594604159034,0.6763189210630702,7563,0.9808066398651277
Braylen,1950-2020,ALL,59063,21,21,2.9763755165392682,7.870064810877946,5.751819800724895,0.7165399657992313,Braylon,0.28346003420076865,42321,3.4971301830249057,12.807964358361032,12.80452731983773,5.004376949253257,0.5577264954370756,32941,2.557472529333085,7.870064810877946,0.7165399657992313,59063,1.0
Raylee,1950-2020,ALL,12739,18,15,3.0176562408353664,8.09850855112841,5.6281200968531735,0.6783106994269565,Raylee,0.3216893005730434,8641,3.5996546039720543,13.460576753899343,13.446422275158401,7.996317007716011,0.6783106994269565,8641,3.572258419028181,7.737801896094021,0.6748651221834339,12604,0.9894026218698485
Chantel,1950-2020,ALL,49485,20,20,3.056758287685138,8.321007895333892,5.820724213676391,0.6988784480145498,Chantel,0.30112155198545015,34584,3.643002930180863,13.59305789170257,13.588773437010557,8.304334551656108,0.6979084571082146,34536,3.6387188036778824,8.321007895333892,0.6988784480145498,49485,1.0
Jaycee,1950-2020,ALL,40747,17,13,2.985208986320004,7.918400214069501,6.3327699569847375,0.7295015583969372,Jaycee,0.2704984416030628,29725,3.516111615579061,10.698372994851892,10.696267333775799,7.623912942589646,0.7295015583969372,29725,3.46415687044445,7.792433932316193,0.7287693481310136,40637,0.9973004147544604
Lakeisha,1950-2020,ALL,35428,15,15,2.4553786455387745,5.484570495435672,3.765241357706459,0.6370667268826917,Lakeisha,0.36293327311730833,22570,2.6785875578638367,10.536975728617767,10.533269146168372,5.481135994220954,0.6370667268826916,22570,2.6785875578638367,5.484570495435672,0.6370667268826917,35428,1.0
Deshawn,1950-2020,ALL,45958,15,14,2.80598990081177,6.993380007886129,4.941246154899123,0.63790852517516,Deshawn,0.36209147482484005,29317,3.131359066974194,11.190646429483898,11.188081045385347,6.91796073994851,0.63790852517516,29317,3.117476826667827,6.973606970998391,0.6377587670606675,45939,0.9995865790504374
Jerrell,1950-2020,ALL,22608,18,14,3.1428060767959574,8.832403469486845,6.773232228850754,0.7354918612880397,Jerrell,0.2645081387119604,16628,3.8087402689313516,12.57759341401036,12.571252067226283,8.798533775134068,0.7354918612880397,16628,3.803255484784147,8.423604083523747,0.7327971403038427,22380,0.9899150743099787
Annalise,1950-2020,ALL,34128,20,20,2.7902220871783903,6.917362621092817,4.555721950384375,0.6065107829348335,Annalise,0.39348921706516643,20699,3.203146976090014,12.461193467454592,12.454857751406204,6.917362621092817,0.6065107829348335,20699,3.203146976090014,6.917362621092817,0.6065107829348335,34128,1.0
Aaliyah,1950-2020,ALL,200176,39,39,2.6967675519568735,6.483476252653469,3.542806718002083,0.5254675885221005,Aaliyah,0.47453241147789943,105186,3.462133322676045,14.446443315404611,14.44476514533449,6.481720892730193,0.5254675885221005,105186,3.462133322676045,6.483476252653469,0.5254675885221005,200176,1.0
Riley,1950-2020,ALL,356234,57,29,2.1356431689406836,4.394329857969051,2.6147943305500814,0.41639203444926653,Riley,0.5836079655507335,148333,2.3783159384000405,10.213290825167062,10.212732572022563,3.98329852453381,0.4163920344492665,148333,2.3037946967442746,4.3057896359914345,0.4149879424501729,355379,0.997599892205685
Jayden,1950-2020,ALL,454776,74,36,2.376457962883973,5.192603123680038,2.9109564650324544,0.45768686122398716,Jayden,0.5423131387760128,208145,2.8323020563969954,12.623717897950188,12.62312234894977,4.824877135674374,0.4576868612239872,208145,2.6780942705859587,5.111664724025703,0.4567192256688827,453966,0.9982189033722096
Kayden,1950-2020,ALL,338910,84,48,3.304527098233627,9.880109959724113,6.93848971243525,0.8065386090702547,Kayden,0.19346139092974535,273344,4.666640110943908,15.019992965631932,15.019004293603844,9.551763818363767,0.7894337729780768,267547,4.553548139624089,9.619959909289811,0.8058603720175527,337726,0.9965064471393585
Mackenzie,1950-2020,ALL,265163,27,27,1.9784192110600352,3.940610648036393,2.770655231925801,0.4727733507314369,Mackenzie,0.5272266492685631,125362,2.2049984349249327,8.704893284625689,8.704075713699961,3.9121687005037566,0.4727733507314369,125362,2.2003446936412696,3.940610648036393,0.4727733507314369,265163,1.0
Brittany,1950-2020,ALL,539573,42,42,1.9038151988165264,3.7420146294335366,2.109243942005719,0.33246103863610665,Brittany,0.6675389613638933,179387,2.3774540238299546,10.970940683928688,10.970427132652897,3.741069350467573,0.3324610386361067,179387,2.377442903925882,3.7420146294335366,0.33246103863610665,539573,1.0
Sherry,1950-2020,ALL,378302,12,12,1.946017606153245,3.853094597632684,2.954534273911495,0.4888898287611485,Sherry,0.5111101712388515,184948,1.9733493346585533,6.482235639702495,6.482023118487046,3.851963260565922,0.4888898287611485,184948,1.9733493346585531,3.853094597632684,0.4888898287611485,378302,1.0
Kira,1950-2020,ALL,100889,14,14,2.210111889285317,4.627111580780701,3.638387800286298,0.6330620781254646,Kira,0.3669379218745354,63869,2.3106978957071633,8.317176818287713,8.315903739849166,4.626489038018783,0.6330620781254647,63869,2.3105789531068797,4.627111580780701,0.6330620781254646,100889,1.0
Katherine,1950-2020,ALL,1219080,21,18,2.006304082759815,4.017516872255222,3.3236864060255966,0.6141869278472291,Katherine,0.38581307215277094,748743,2.161310988614365,7.165641655497865,7.1655333959541645,4.016949574546774,0.6141869278472291,748743,2.161310988614365,4.014233268937788,0.6141543277682844,1218977,0.9999155100567642
Kristen,1950-2020,ALL,454290,18,14,1.76923432603662,3.408729989552588,2.5589853202652173,0.5170067577978824,Kristen,0.4829932422021176,234871,1.9401967905963151,7.936198703187309,7.935908656977445,3.366965604168032,0.5170067577978824,234871,1.9366550001100618,3.4007504556133927,0.5168812696511453,454172,0.9997402540227608
Carrie,1950-2020,ALL,468455,18,16,2.814506226641952,7.034784486772082,5.054460686980319,0.6458122978727946,Carrie,0.3541877021272054,302534,3.144596599459927,10.901162659888962,10.900930818754242,5.584438882318518,0.5507636806096636,258008,2.696545025669488,7.02670890573075,0.6457639023807034,468391,0.9998633806875794
Megan,1950-2020,ALL,611551,20,20,1.4135663080570204,2.663948713927877,1.8345919339036414,0.28229043857339775,Megan,0.7177095614266022,172635,1.5732391901901885,6.359166619096978,6.3590047636485,2.6636389343004025,0.2822904385733978,172635,1.5732391901901885,2.663948713927877,0.28229043857339775,611551,1.0
Jocelyn,1950-2020,ALL,162379,23,23,2.042327347499221,4.119094850316747,2.212980704093119,0.34190381761188327,Jocelyn,0.6580961823881167,55518,2.4374580456832473,11.74356218320827,11.742194202902963,4.1163294477333885,0.3419038176118833,55518,2.4368545193651885,4.119094850316747,0.34190381761188327,162379,1.0
Madelyn,1950-2020,ALL,171008,21,21,2.3888094571573837,5.237249940879077,3.1997678632589976,0.47821739333832336,Madelyn,0.5217826066616766,81779,2.6502385853293413,10.31529630173445,10.314293187625514,5.236393205153986,0.47821739333832336,81779,2.6502385853293418,5.237249940879077,0.47821739333832336,171008,1.0
Adalyn,1950-2020,ALL,102712,22,21,3.1102044301083263,8.635049393170192,6.345823243385369,0.765850144092219,Adalynn,0.23414985590778098,78662,3.7607485006620456,13.425764126601655,13.42401748697358,8.633714833395015,0.7657917283277513,78656,3.760485629721941,8.589791163476665,0.7656402260767882,102620,0.9991042916114963
Crystal,1950-2020,ALL,460349,23,23,1.5236555277544517,2.875186475552237,1.8767096777944747,0.29044920267014807,Crystal,0.7095507973298519,133708,1.7236640027457428,7.558629094621676,7.558373770053774,2.874299783388172,0.29044920267014807,133708,1.7235792844124784,2.875186475552237,0.29044920267014807,460349,1.0
Kelsey,1950-2020,ALL,204817,17,17,1.5470423279552201,2.9221744909803684,1.7516387210736193,0.25296240058198294,Kelsey,0.7470375994180171,51811,1.8424544837586725,9.051418782777954,9.050635206088732,2.8951909528027593,0.25296240058198294,51811,1.822900442834335,2.9221744909803684,0.25296240058198294,204817,1.0
Casey,1950-2020,ALL,282326,19,17,1.7960676073123394,3.4727236447343004,2.1362624032686837,0.3384102066405503,Casey,0.6615897933594497,95542,1.9564404270240785,8.937392148218136,8.936892879440316,3.0856188085785847,0.33841020664055027,95542,1.949069515382926,3.4630604856367566,0.33818516812528787,282230,0.9996599675552376
Aidan,1950-2020,ALL,484005,36,36,2.267830907113095,4.815985028262202,3.2778071327251306,0.5339180380367972,Aiden,0.46608196196320284,258419,2.4994369892873007,10.067114799585696,10.06666110411051,4.786882864412504,0.5325027634012045,257734,2.487767688350327,4.815985028262202,0.5339180380367972,484005,1.0
Muhammad,1950-2020,ALL,67209,8,8,2.4002199436817744,5.278836357998699,4.76756586814553,0.7527712062372599,Mohamed,0.2472287937627401,50593,2.730423008823223,6.832265413451244,6.831690887942134,5.277644108112811,0.7526224166406285,50583,2.73012542962996,5.278836357998699,0.7527712062372599,67209,1.0
Alistair,1950-2020,ALL,6562,8,6,2.264005374962911,4.803231605021157,3.799506397682522,0.5713197195976836,Alistair,0.42868028040231637,3749,2.37762877171594,7.152678904943,7.1446298609084025,4.793811812632313,0.5704053642182262,3743,2.374885705577568,4.396427537924001,0.5616331619136667,6417,0.9779030783297775
Kane,1950-2020,ALL,32360,10,8,2.236916797650421,4.713885766666833,3.443143899440918,0.5235475896168109,Kane,0.47645241038318914,16942,2.3261433868974044,7.344668085052699,7.3433414666807995,4.70879906397542,0.5235475896168109,16942,2.324752781211372,4.677530741004588,0.522987438896108,32322,0.9988257107540173
Reese,1950-2020,ALL,85671,7,7,1.4524221016956358,2.7366711821075933,2.2505347916864453,0.3956998284133487,Reese,0.6043001715866513,33900,1.5721889554224884,4.335268963309799,4.334717391830654,2.3249378312484037,0.37398886437651013,32040,1.550139487107656,2.7366711821075933,0.3956998284133487,85671,1.0
Shay,1950-2020,ALL,40953,5,5,1.773914711116621,3.4198065343273316,2.973446185045855,0.5280199252801993,Shea,0.47198007471980075,21624,1.8553952091421873,4.488444793560478,4.488020046657842,3.369880687208418,0.5280199252801993,21624,1.8553952091421875,3.4198065343273316,0.5280199252801993,40953,1.0
Blaze,1950-2020,ALL,18888,7,5,1.7956959269714732,3.471829085025447,2.898851198420388,0.5741211351122406,Blaise,0.42587886488775945,10844,1.8855357899195258,5.269849012901011,5.268542235929169,3.4575073748539493,0.5741211351122406,10844,1.8855357899195255,3.3949393964535064,0.5724914965986394,18816,0.9961880559085133
Darryl,1950-2020,ALL,295195,14,11,2.008409425369582,4.02338396393685,3.3204613563082916,0.580924473653009,Darrell,0.41907552634699097,171486,2.060664984163011,6.480492702857785,6.480203681979732,3.988650826485523,0.5726756889513711,169051,2.043781229356866,4.01079869611825,0.5807710946263305,295087,0.9996341401446501
Tory,1950-2020,ALL,69951,8,8,2.206658917168696,4.616050211676955,3.072331669961432,0.4675987476948149,Tori,0.5324012523051851,32709,2.3832254006375893,7.88567427621174,7.885426776686853,3.5606140088188383,0.38664207802604683,27046,2.034852968506526,4.616050211676955,0.4675987476948149,69951,1.0
Jeri,1950-2020,ALL,404883,10,9,0.9960090328381493,1.9944749902450747,1.3845467986514808,0.15307385096435266,Jerry,0.8469261490356473,61977,1.4054331745220223,6.279042835744349,6.278844398686174,1.4590011866098562,0.11732278213706182,47502,1.2667412561159643,1.9906494508439887,0.15288764161524138,404794,0.99978018341101
Terri,1950-2020,ALL,616238,7,6,1.3028558404102255,2.467167798487297,1.971804605938506,0.3306271278304811,Terry,0.6693728721695189,203745,1.4618621376805714,4.043333636999746,4.043313646838591,1.7432587931928671,0.23021462486896296,141867,1.361071534050156,2.4659998951157176,0.3305956258347411,616209,0.9999529402600943
Shawn,1950-2020,ALL,833601,6,6,1.3623371565004123,2.571013448207451,2.343472480755796,0.4937542061489849,Sean,0.5062457938510151,411594,1.5892135446094715,3.2868473922348813,3.2868312213748387,2.5064865246094246,0.45802728163713813,381812,1.5530871484079314,2.571013448207451,0.4937542061489849,833601,1.0
Lindsey,1950-2020,ALL,341642,41,28,1.9439399526178907,3.847549673869654,2.6540857509124773,0.5275171085522272,Lindsey,0.47248289144777283,180222,2.3057820759742653,9.589397332779635,9.588721649485212,3.8322137643184475,0.5275171085522272,180222,2.2975863623325,3.7925213885924114,0.5267025163170642,341054,0.9982789001352292
Bailey,1950-2020,ALL,177584,18,16,1.7430550639755178,3.3474327312312546,2.022034788920693,0.31307437606991617,Bailey,0.6869256239300838,55597,1.9512118208847644,9.157051317058503,9.156123960352152,3.254038645110033,0.3130743760699162,55597,1.9296051446076223,3.3349150677556296,0.31275316758778826,177501,0.9995326155509505
Jamie,1950-2020,ALL,536040,12,11,1.5831951001841713,2.9963270441735768,2.097985014780332,0.3481605850309678,Jamie,0.6518394149690322,186628,1.6883833296022686,6.992412074107001,6.992243577450842,2.814957088038395,0.34816058503096786,186628,1.6538206104022088,2.995723849317836,0.34814842452847783,536030,0.9999813446757705
Lori,1950-2020,ALL,565064,14,13,1.5870362984887203,3.0043154420936578,2.234533903798579,0.39634448487251006,Lori,0.6036555151274899,223960,1.686667350954936,6.611895562214143,6.611739442844435,3.0010621701410334,0.39634448487251,223960,1.6853719224724988,3.0034332144752707,0.39632739165522224,565048,0.9999716846233347
Nikki,1950-2020,ALL,65543,9,9,1.9305935858722272,3.8121201373112816,2.5638920288505487,0.4053674686846803,Nikki,0.5946325313153197,26569,2.0291869459743985,7.0020899162419035,7.001349242435366,3.0717628610193475,0.325892925255176,21360,1.7337167966068077,3.8121201373112816,0.4053674686846803,65543,1.0
Vicki,1950-2020,ALL,288509,9,6,1.744357566467736,3.3504562449483752,2.8960363868584778,0.5546204797770606,Vicki,0.4453795202229393,160013,1.839329102385021,5.170733342423101,5.170574645879852,3.347406729360597,0.55426000575372,159909,1.8382338159294858,3.3372727893987912,0.5544135240572172,288375,0.999535543085311
Cory,1950-2020,ALL,399651,14,14,2.0494670087983398,4.139530099252054,2.897265839673574,0.5206417599355437,Corey,0.47935824006445626,208075,2.1872809025875077,9.026353003999912,9.026061354173681,3.4238736927630997,0.5102251714621007,203912,1.9722632997290135,4.139530099252054,0.5206417599355437,399651,1.0
Cody,1950-2020,ALL,337086,12,11,0.8969082404294674,1.8620712027886126,1.3351447330120356,0.1378698611036946,Cody,0.8621301388963054,46474,1.3403167144289587,6.00976697164599,6.009441257634147,1.7475847130130637,0.13786986110369462,46474,1.3061206932355542,1.861696219954509,0.1378545152486057,337080,0.9999822003880315
Sydney,1950-2020,ALL,250266,17,13,1.3793127650009491,2.6014442047255484,1.8790863219162073,0.30369686653400785,Sydney,0.6963031334659922,76005,1.5484804168364859,6.201135340774684,6.200748126461246,2.1454388635494697,0.19183988236516347,48011,1.4366234326676417,2.5921649565956284,0.30341574560789875,250165,0.9995964293991193
Annabel,1950-2020,ALL,81107,6,6,1.830171927896677,3.555794448195854,2.557979777624875,0.4103838139741329,Annabelle,0.5896161860258671,33285,1.9314239214864315,5.813987796502814,5.813771250992748,3.553182654235104,0.410075579173191,33260,1.9306841579641707,3.555794448195854,0.4103838139741329,81107,1.0
Isabel,1950-2020,ALL,187492,13,10,1.6304058814990015,3.096000879889221,2.443567580954273,0.49859193992277007,Isabel,0.5014080600772299,93482,1.7763691250826703,6.671445667278809,6.6709207128899255,3.0872372442380485,0.49859193992277,93482,1.775547756704286,3.082127882136814,0.4983109820852033,187387,0.9994399761056472
Eleanor,1950-2020,ALL,96002,13,12,0.8153641561500052,1.759742279041507,1.2666957976419313,0.11315389262723696,Eleanor,0.886846107372763,10863,1.353867627757755,6.205337569884007,6.203904703927143,1.7596740324398326,0.11315389262723693,10863,1.353867627757755,1.7500579674646817,0.11251602681037809,95933,0.9992812649736463
Rachel,1950-2020,ALL,607094,9,8,0.8112977186843989,1.7547891834301417,1.386295385079243,0.1608350601389571,Rachel,0.8391649398610429,97642,1.2235288110243223,4.025085833895138,4.024978716626201,1.7546183427534667,0.16083506013895707,97642,1.2235288110243225,1.753469879263086,0.1607714711192525,607048,0.9999242291967966
Sofia,1950-2020,ALL,508323,6,6,0.8997783427452466,1.8657793006647598,1.7077712768717124,0.29103739157976327,Sophia,0.7089626084202367,147941,1.2967207857995802,2.2899710305463405,2.289944346574255,1.865762815875714,0.29103739157976327,147941,1.2967207857995802,1.8657793006647598,0.29103739157976327,508323,1.0
Lee,1950-2020,ALL,205730,2,2,0.7316102610686415,1.6604914117398482,1.4832961581564752,0.20489476498323045,Lee,0.7951052350167696,42153,1.2048947649832304,1.9999999998904108,1.999999999889729,1.39909858379131,0.20489476498323045,42153,1.2048947649832304,1.6604914117398482,0.20489476498323045,205730,1.0
Zachary,1950-2020,ALL,634208,21,21,0.9495105428152376,1.9312173505642718,1.3592990847499817,0.14544124325142538,Zachary,0.8545587567485746,92240,1.3855927392905798,5.797896379356891,5.797754131869521,1.9307669258855362,0.1454412432514254,92240,1.3854177178465108,1.9312173505642718,0.14544124325142538,634208,1.0
Nicholas,1950-2020,ALL,1019893,29,29,0.9363239218755026,1.9136459303280549,1.3878674540365763,0.15667525907129476,Nicholas,0.8433247409287052,159792,1.3511868401881373,5.098041198534748,5.097967073464897,1.9133983399115353,0.15667525907129473,159792,1.3511868401881373,1.9136459303280549,0.15667525907129476,1019893,1.0
Michael,1950-2020,ALL,4090940,15,15,0.2786895582820171,1.2130924967327499,1.082571278332727,0.03950852371337643,Michael,0.9604914762866236,161627,1.0604440544226998,2.469178751402942,2.469171603681866,1.2112813775181674,0.03950852371337639,161627,1.0597344375620272,1.2130924967327499,0.03950852371337643,4090940,1.0
Christopher,1950-2020,ALL,2129086,17,17,0.3789741165244,1.3004168154855023,1.1020695161244023,0.047916805615179525,Christopher,0.9520831943848205,102019,1.1133350179372745,3.5471580962634572,3.5471226029977645,1.3003069202370985,0.04791680561517947,102019,1.1133350179372745,1.3004168154855023,0.047916805615179525,2129086,1.0
Stephanie,1950-2020,ALL,807199,18,18,0.7367444113254845,1.6664111658154832,1.232332826620381,0.10061583327035839,Stephanie,0.8993841667296416,81217,1.295181237836023,5.746774375016319,5.746614991728189,1.6660499594126872,0.10061583327035836,81217,1.295181237836023,1.6664111658154832,0.10061583327035839,807199,1.0
Tyreek,1950-2020,ALL,8521,11,7,2.6064482082899936,6.090025243893559,5.3861740251745935,0.7428705550991668,Tyreek,0.2571294449008332,6330,2.9282948010796854,7.717422800674268,7.712007346564138,6.090025243893559,0.7428705550991668,6330,2.9282948010796854,5.757845094208034,0.7394458318468308,8409,0.9868560028165708
Rashawn,1950-2020,ALL,12276,8,3,1.529628440840358,2.8871147327914555,2.438960922939283,0.4379276637341154,Rashawn,0.5620723362658846,5376,1.6485826001955035,4.371979092201724,4.367639382238201,2.873737275285758,0.43792766373411535,5376,1.6476050830889541,2.6273118926288905,0.42805039787798405,12064,0.9827305311176279
Tyesha,1950-2020,ALL,10746,15,9,2.5242242546637272,5.752640260855064,4.057154481485073,0.5752838265401079,Tyesha,0.42471617345989204,6182,2.6782058440349896,9.740200146827545,9.730043722661609,5.752640260855064,0.5752838265401079,6182,2.6782058440349896,5.2773284166158145,0.5672703138333175,10547,0.9814814814814815
Akilah,1950-2020,ALL,5602,13,5,1.8793157374142404,3.6790052559996655,2.814435134661033,0.47893609425205286,Akilah,0.5210639057479471,2683,1.8975365940735451,6.165607342509656,6.154820973391928,3.6790052559996655,0.47893609425205286,2683,1.8975365940735451,3.3968637853521293,0.4719609261939218,5528,0.9867904319885755
Myesha,1950-2020,ALL,8006,17,5,2.4118462968770356,5.321549182197058,3.9325100279072105,0.5778166375218586,Myesha,0.42218336247814137,4626,2.5393454908818387,8.770679662221081,8.754236307322605,5.321549182197058,0.5778166375218586,4626,2.5393454908818387,4.176748699943614,0.5544423938834695,7586,0.9475393454908818
Deonte,1950-2020,ALL,16635,9,7,2.0316934359960963,4.088845175155634,3.2034253492803684,0.5223925458370905,Deonte,0.4776074541629095,8690,2.0642620979861737,6.484077895559809,6.480908061668702,4.081594539730068,0.5223925458370905,8690,2.062699128343853,4.014572048993695,0.5208371027079187,16581,0.9967538322813345
Devonte,1950-2020,ALL,32292,26,14,2.7093303887515887,6.540180210217126,4.623411828624085,0.6505636070853462,Devonte,0.3494363929146538,21008,2.951133407655147,11.132978248982859,11.128156058880258,6.5310715155312975,0.649789421528552,20983,2.9503592220983523,6.21831570508018,0.6475512243878061,32016,0.9914529914529915
Trevon,1950-2020,ALL,23088,16,11,1.685676363633,3.2169117606111977,2.2609761244512003,0.398995148995149,Trevon,0.601004851004851,9212,1.8677234927234927,8.265152738954624,8.257988104506529,3.215289573351791,0.39886521136521136,9209,1.8675935550935552,3.1251502258280293,0.3963281997737753,22986,0.9955821205821206
Sherilyn,1950-2020,ALL,8178,15,8,2.3976137521201912,5.269308883770122,3.904977573715266,0.6071166544387381,Sherilyn,0.3928833455612619,4965,2.4804353142577646,9.197515833022475,9.184333347983838,5.269308883770122,0.6071166544387381,4965,2.4804353142577646,4.754096354296831,0.5986759930052461,8006,0.9789679628270971
Jerilyn,1950-2020,ALL,13425,15,11,2.70081733590418,6.5017015631486315,4.614445861457063,0.6557169459962756,Geralyn,0.3442830540037244,8803,3.0296461824953447,10.489162860688113,10.483281035286394,6.5017015631486315,0.6557169459962756,8803,3.0296461824953447,6.341839804360777,0.6542230867060672,13367,0.9956797020484172
Georgeann,1950-2020,ALL,3662,5,4,2.064000901617563,4.181443014028008,3.8974135711225797,0.6485527034407428,Georgeann,0.3514472965592572,2375,2.2785363189513927,4.910146542217985,4.907121107573317,4.181443014028008,0.6485527034407428,2375,2.2785363189513927,3.861591218203652,0.6401006711409396,3576,0.9765155652648826
Annalee,1950-2020,ALL,13953,12,8,2.4904362250746828,5.619478397552233,4.138388611589181,0.5802336415107863,Annalee,0.4197663584892138,8096,2.6594280799827996,8.44388883399649,8.440804113706541,5.619478397552233,0.5802336415107862,8096,2.6594280799827996,5.430453848198574,0.5775389497980381,13864,0.9936214434171863
Nisha,1950-2020,ALL,6750,8,5,1.9299531767858287,3.8104283212739762,3.1345567432338983,0.5680000000000001,Nisha,0.432,3834,1.9724444444444444,6.240772568458587,6.232546314973215,3.8104283212739762,0.568,3834,1.9724444444444444,3.4741592259420924,0.5589169565875056,6611,0.9794074074074074
Jessalyn,1950-2020,ALL,6334,13,6,2.119846003886668,4.346475473979454,2.827662627640919,0.4420587306599305,Jessalyn,0.5579412693400695,2800,2.207136090937796,8.611885493620873,8.59415267386232,4.346475473979454,0.4420587306599305,2800,2.207136090937796,3.609506286691203,0.41884558460779475,6081,0.9600568361225135
Lilyann,1950-2020,ALL,7747,8,5,2.032874374379476,4.092193527304345,3.6324318569600647,0.6221763263198657,Lilyann,0.37782367368013425,4820,2.139666967858526,5.340261081041696,5.3361082389216765,4.092193527304345,0.6221763263198657,4820,2.139666967858526,3.973030041540742,0.620166104334285,7706,0.9947076287595198
Maylee,1950-2020,ALL,10517,24,17,3.5743775775806372,11.912279277433562,7.179872249538776,0.6778549015879053,Maylee,0.3221450984120947,7129,5.482266806123419,17.43638085006223,17.42268391751245,11.912279277433562,0.6778549015879053,7129,5.482266806123419,11.160425364411852,0.6728466589416764,10356,0.9846914519349624
Shaylee,1950-2020,ALL,14071,28,20,3.1416960870072774,8.825610552851389,3.996559386428253,0.5195082083718285,Shaylee,0.4804917916281714,7310,4.716011655177315,18.438147020750293,18.41826864480702,8.825610552851389,0.5195082083718285,7310,4.716011655177315,8.100829358930717,0.5105689879832054,13814,0.981735484329472
Jaylee,1950-2020,ALL,15673,28,19,3.1282208305908337,8.743560170537657,3.981961059368623,0.519619728194985,Jaylee,0.48038027180501497,8144,4.661328399157787,18.35986429043099,18.341738029621542,8.693103170639679,0.519619728194985,8144,4.661328399157787,7.764989880755415,0.506715586712966,15263,0.9738403624066867
Kenisha,1950-2020,ALL,14780,38,16,3.5859868896745475,12.008523653539925,7.484283232705047,0.7306495263870094,Kenisha,0.2693504736129905,10799,5.114140730717185,18.439438650271377,18.419026589772535,12.003194120661185,0.7306495263870094,10799,5.114140730717185,9.581605790326392,0.7161092490907794,14023,0.9487821380243573
Tanisha,1950-2020,ALL,46318,54,25,3.398643410623154,10.546141915247643,4.950087802939245,0.5842221166717043,Tanisha,0.4157778833282957,27060,5.171121378297854,19.68563967779342,19.677948988233297,10.54194497291214,0.5842221166717043,27060,5.171121378297854,9.51194913557514,0.5764866291344124,45472,0.9817349626495099
Janine,1950-2020,ALL,89600,42,26,2.917664310756022,7.556217927111168,4.741806431943224,0.6474776785714286,Janine,0.35252232142857143,58014,3.573995535714286,14.498952401243345,14.495607020045208,7.555149401101825,0.6474776785714286,58014,3.573995535714286,7.291042058736451,0.6455949014855706,89124,0.9946875
Janelle,1950-2020,ALL,97833,35,19,2.4290456782695693,5.385370784745401,3.07366582151391,0.46599818057301734,Janelle,0.5340018194269827,45590,2.7875767890180203,12.29428413013019,12.291822391751216,5.383408188336888,0.4659981805730173,45590,2.7874847955188944,5.233367727092123,0.46388843280518843,97448,0.9960647225373851
Janae,1950-2020,ALL,29869,19,11,1.9744182502529912,3.9296974705291032,2.596929195971297,0.4226120727175332,Janae,0.5773879272824668,12623,2.0395058421775087,8.597312832161233,8.593021475968683,3.922936694750602,0.4226120727175332,12623,2.0364926847232914,3.8239313491036055,0.4203804530483296,29754,0.9961498543640563
Chanel,1950-2020,ALL,42388,30,15,2.824304859730047,7.082726628335375,4.410983686856454,0.5767670095309994,Chanel,0.42323299046900065,24448,3.270689817872983,12.361538774919858,12.357390475693,7.077916061790894,0.5767670095309994,24448,3.2704067188827026,6.712155716288012,0.5729791488146244,42012,0.9911295649712183
Cadence,1950-2020,ALL,67927,31,23,2.8320931797194553,7.121065781293331,4.722329067988211,0.6667010172685384,Cadence,0.3332989827314617,45287,3.3291327454473185,13.390607975350974,13.38680748066356,7.042982510384546,0.6667010172685383,45287,3.31392524327587,6.960498095617558,0.6655093447588092,67685,0.9964373518630294
Maisie,1950-2020,ALL,17833,17,13,2.7824484636567433,6.880190273790447,4.696590928273068,0.6116189087646497,Maisie,0.3883810912353502,10907,3.112656311332922,11.352219918039365,11.345483085436246,6.880190273790447,0.6116189087646499,10907,3.112656311332922,6.74938524209424,0.6103735373537353,17776,0.9968036785734313
Jamir,1950-2020,ALL,16088,21,13,2.8422136311545247,7.171195413010311,4.4989122426525405,0.5841621084037791,Jamir,0.4158378915962208,9398,3.286238189955246,12.54159376149681,12.531986252613788,7.153805883135598,0.5840377921432124,9396,3.2847463948284434,6.7284209236696455,0.5790864477161193,15894,0.9879413227250124
Emmalyn,1950-2020,ALL,20645,20,13,2.9503011450938503,7.729103819715687,5.128228690860206,0.6375877936546379,Emmalyn,0.3624122063453621,13163,3.438847178493582,12.709077615384214,12.702308096655798,7.729103819715687,0.6375877936546379,13163,3.438847178493582,7.248662481918353,0.6330014224751067,20387,0.9875030273674013
Marilee,1950-2020,ALL,9676,8,8,2.435959196905267,5.411239878374032,3.922860926761623,0.5534311699049194,Marilee,0.44656883009508064,5355,2.648201736254651,7.911034238163323,7.909542134397088,5.411239878374032,0.5534311699049194,5355,2.648201736254651,5.411239878374032,0.5534311699049194,9676,1.0
Macy,1950-2020,ALL,84848,15,11,2.3666905008274104,5.1575664390502665,4.2087245094873005,0.6471926268150103,Macy,0.3528073731849896,54913,2.4890038657363758,7.977171406440712,7.976113900465219,5.140168550415965,0.6471926268150103,54913,2.4886502922873848,5.076770822785182,0.6463256143667298,84640,0.9975485574203281
Journey,1950-2020,ALL,40637,21,16,2.3875976458999313,5.23285268881687,3.5876253631826325,0.5682998252823781,Journey,0.4317001747176219,23094,2.5243989467726458,9.906235878899519,9.902334942507414,5.1156501783079635,0.5682998252823781,23094,2.522454905627876,5.114292031449637,0.5667860229657982,40495,0.9965056475625661
Jacqueline,1950-2020,ALL,512001,52,34,2.048933511725219,4.137999617167866,2.3045365112001006,0.36205202724213426,Jacqueline,0.6379479727578657,185371,2.420143710656815,11.099554232156756,11.099083505094788,4.1321302750365385,0.3620520272421343,185371,2.4136847388969946,4.0940318692643585,0.36127982604002484,511382,0.998791017986293
Kaylin,1950-2020,F,130571,51,39,4.252920936323293,19.065876301822783,13.635237287821468,0.8585214174663593,Kaylin,0.1414785825336407,112098,7.5907590506314575,23.238487309498332,23.235581463177905,19.065876301822783,0.8585214174663593,112098,7.5907590506314575,18.787850532655163,0.8581879874715961,130264,0.9976487887815825
Shaelyn,1950-2020,F,16447,28,14,3.5088069594983033,11.382984482275651,8.845894779416085,0.7955250197604427,Shaelyn,0.20447498023955737,13084,4.754301696357999,15.102111911896635,15.091158237532062,11.382984482275651,0.7955250197604427,13084,4.754301696357999,10.054838753294186,0.7896415837868268,15987,0.9720313735027665
Shante,1950-2020,F,23435,26,19,3.6527176713978053,12.57701517096332,8.592675144023342,0.7522935779816513,Shante,0.24770642201834864,17630,5.410326434819714,17.307788109502944,17.30093561453359,12.57701517096332,0.7522935779816514,17630,5.410326434819714,12.107723223079432,0.7503977297157844,23257,0.9924045231491359
Charisse,1950-2020,F,26106,44,26,4.0633630140297115,16.718378390956115,10.596488348644826,0.799203248295411,Charisse,0.200796751704589,20864,6.937523940856508,22.420485721440333,22.40740380293583,16.718378390956115,0.799203248295411,20864,6.937523940856508,15.071712658003662,0.7946085729958468,25522,0.9776296636788477
Kamiyah,1950-2020,F,968,9,4,2.3886574667028513,5.236698216469346,4.5626138189609,0.703512396694215,Camaya,0.2964876033057851,681,2.634297520661157,7.581997092602846,7.505867618952105,5.236698216469346,0.7035123966942148,681,2.634297520661157,3.943408178245481,0.6771653543307087,889,0.9183884297520661
Kayson,1950-2020,F,1525,19,5,3.4220698165446666,10.718787522668707,7.866541512337848,0.7560655737704918,Kaysen,0.2439344262295082,1153,4.5704918032786885,15.211048695505964,15.11250837522044,10.718787522668707,0.7560655737704918,1153,4.5704918032786885,4.63609867308848,0.6593406593406593,1092,0.7160655737704918
Kaliyah,1950-2020,F,15394,15,11,2.0054982469073623,4.015273463185468,2.3283519800104733,0.36299857087176823,Kaliyah,0.6370014291282318,5588,2.2305443679355594,10.11966516739833,10.109349956007106,4.015273463185468,0.36299857087176823,5588,2.2305443679355594,3.701280602981521,0.3525255860019808,15145,0.9838248668312329
Daylen,1950-2020,F,6538,18,9,3.0028542568712373,8.015843027737759,6.311906691363742,0.7835729580911593,Daylin,0.21642704190884063,5123,3.5538390945243195,11.554618525812595,11.536900110751557,8.015843027737759,0.7835729580911593,5123,3.5538390945243195,6.823236959578335,0.7745379222434672,6276,0.9599265830529213
Denisha,1950-2020,F,16162,43,22,3.910473918819009,15.037302862401027,8.609438514572817,0.7343150600173246,Denisha,0.2656849399826754,11868,6.497834426432372,22.36377600431916,22.339720409197344,15.037302862401027,0.7343150600173246,11868,6.497834426432372,12.501984097319333,0.7221611129084439,15455,0.9562554139339191
Shani,1950-2020,F,5487,11,6,1.660085518714426,3.160352578297341,1.943781847269976,0.2946965554948059,Shawnee,0.7053034445051941,1617,1.8747949699289228,8.130517111705519,8.116310922793815,3.160352578297341,0.2946965554948059,1617,1.8747949699289228,2.6503912915677117,0.2656546489563567,5270,0.96045197740113
Jaylen,1950-2020,F,74517,45,29,3.8498882089869837,14.418890072930395,10.60883084044705,0.8207388917965028,Jaelyn,0.1792611082034972,61159,5.949971147523384,18.61726233317889,18.61313403457335,14.41889007293039,0.8207388917965028,61159,5.949971147523384,13.822064623468947,0.8194035097206824,73966,0.9926057141323457
Janiece,1950-2020,F,9711,22,9,2.986049182528178,7.923013072165562,5.574067039159639,0.7165070538564515,Jenise,0.28349294614354853,6958,3.502213984141695,12.744835549791338,12.726305606278554,7.923013072165562,0.7165070538564514,6958,3.502213984141695,6.2641297771684545,0.7001742539751687,9182,0.9455256925136443
Makiyah,1950-2020,F,1461,8,5,2.589532772088307,6.019037362305818,5.181643398658539,0.6817248459958932,Makaiya,0.3182751540041068,996,2.8980150581793294,7.291727502233718,7.281619623669723,6.019037362305818,0.6817248459958932,996,2.8980150581793294,4.585863926744065,0.640926640926641,1295,0.8863791923340179
Keshawn,1950-2020,F,528,5,1,1.6146873243509887,3.0624521962454283,2.205325359532963,0.3522727272727273,Keshawn,0.6477272727272727,186,1.7670454545454546,4.9942534518098824,4.990343152629376,3.0624521962454283,0.3522727272727273,186,1.7670454545454546,1.0,0.0,342,0.6477272727272727
Kian,1950-2020,F,119,2,0,0.7725516917477853,1.7082885595547774,1.5404111824214073,0.22689075630252098,Kian,0.773109243697479,27,1.226890756302521,2.0,1.9999999999933307,1.7082885595547774,0.226890756302521,27,1.226890756302521,0.0,0.0,0,0.0
Kiana,1950-2020,F,54725,31,21,2.8755743286694435,7.338953359664606,4.07176449485486,0.5467336683417086,Kiana,0.45326633165829144,29920,3.504979442667885,14.204133493570616,14.19997742775776,7.338953359664606,0.5467336683417086,29920,3.504979442667885,7.070613689294511,0.5440424984375574,54402,0.9940977615349474
Caitlin,1950-2020,F,627566,56,41,3.0978346664628678,8.5613283988896,6.081560182856786,0.7379988718318073,Kaitlyn,0.26200112816819265,463143,3.7752698520952377,13.301624215481164,13.301265241939266,8.5613283988896,0.7379988718318073,463143,3.7752698520952377,8.497940986747224,0.737762360446571,627000,0.9990981028290251
Michaela,1950-2020,F,298158,99,53,3.1872592755616287,9.108789081783469,5.137671509789908,0.6492530805814367,Makayla,0.3507469194185633,193580,4.650638252201853,16.869917938012343,16.86853636446013,9.108789081783469,0.6492530805814367,193580,4.650638252201853,8.81300550736779,0.6477206504054086,296861,0.9956499574051342
Kaylee,1950-2020,F,334839,65,54,3.6091054416837482,12.202505033135472,5.439571894345326,0.6046697069337801,Kaylee,0.39533029306621986,202467,6.037409023441117,21.849669123737414,21.848274312222593,12.202505033135468,0.6046697069337801,202467,6.037409023441117,12.099775057005354,0.6042205472120649,334459,0.9988651262248424
Carly,1950-2020,F,180739,19,19,3.194088322690219,9.152008060121698,5.956343082201157,0.6418260585706461,Carly,0.35817394142935394,116003,4.329253785845888,13.041083995068725,13.040673621279023,9.152008060121702,0.6418260585706461,116003,4.329253785845888,9.152008060121698,0.6418260585706461,180739,1.0
Hailey,1950-2020,F,476026,26,25,2.5711187134549554,5.942700662977206,3.9987357628417173,0.6487334725414158,Hailey,0.3512665274585842,308814,2.8368639528093005,11.482323365185477,11.481940489152876,5.942700662977206,0.6487334725414158,308814,2.8368639528093005,5.937935789415806,0.6487002632458019,475981,0.9999054673484221
Christy,1950-2020,F,362386,29,19,2.7256741401605593,6.614692725903462,5.506379536987051,0.7334278918059749,Christy,0.26657210819402516,265784,3.054866909869587,9.024503266572538,9.024230853044918,6.614692725903462,0.7334278918059749,265784,3.0548669098695864,6.558366519818784,0.7331465950652478,362004,0.9989458753925372
Taylin,1950-2020,F,10201,13,10,3.049792570177879,8.280928678206395,7.174762927261656,0.7742378198215861,Taylin,0.22576218017841387,7898,3.7740417606117047,10.067995689210434,10.062758025839877,8.280928678206395,0.7742378198215861,7898,3.7740417606117047,8.06495104106478,0.773058730784391,10148,0.9948044309381433
Cambrie,1950-2020,F,9728,12,10,3.038755167949205,8.217816795002042,7.0397419589044565,0.7903988486842105,Cambree,0.20960115131578946,7689,3.7121710526315788,10.370530443150088,10.363182398501717,8.217816795002042,0.7903988486842105,7689,3.7121710526315788,7.787783113203543,0.7874491816949859,9593,0.9861225328947368
Maylin,1950-2020,F,7619,10,7,2.4643835872078093,5.518910873472137,4.602487297783963,0.6786979918624492,Maylin,0.3213020081375509,5171,2.6345977162357266,7.565926063179697,7.561253571888587,5.518910873472137,0.6786979918624492,5171,2.6345977162357266,5.316594604159034,0.6763189210630702,7563,0.9926499540622129
Braylen,1950-2020,F,23550,14,12,2.40309082156308,5.289351389095665,3.611826758136342,0.5954989384288747,Braelyn,0.40450106157112525,14024,2.6054352441613586,10.268403143359214,10.263498998952716,5.289351389095665,0.5954989384288747,14024,2.6054352441613586,5.156232646440769,0.5935833439993174,23439,0.9952866242038216
Raylee,1950-2020,F,12551,18,14,3.018176552765048,8.10142982723601,5.649222414094775,0.6809815950920246,Raylee,0.31901840490797545,8547,3.598039996813003,13.436930742866544,13.422694052437913,8.10142982723601,0.6809815950920245,8547,3.598039996813003,7.533154391153915,0.6753425768264008,12333,0.9826308660664489
Chantel,1950-2020,F,49324,20,20,3.054944605691611,8.31055372483801,5.811031330145831,0.698118562971373,Chantel,0.301881437028627,34434,3.640459005757846,13.5893075117864,13.584995413459456,8.31055372483801,0.698118562971373,34434,3.640459005757846,8.31055372483801,0.698118562971373,49324,1.0
Jaycee,1950-2020,F,38213,17,13,3.0184347351291416,8.102879775711626,6.562685410895414,0.7455054562583414,Jaycee,0.2544945437416586,28488,3.5795148247978434,10.804838467058545,10.802598179265091,8.102879775711626,0.7455054562583414,28488,3.579514824797844,7.967487822566091,0.7447707529590846,38103,0.9971213984769581
Lakeisha,1950-2020,F,35380,15,15,2.4567042532694825,5.489612261042535,3.7688395020587278,0.637591859807801,Lakeisha,0.36240814019219897,22558,2.6805257207461843,10.54057247358199,10.5368616230713,5.489612261042535,0.637591859807801,22558,2.6805257207461843,5.489612261042535,0.637591859807801,35380,1.0
Deshawn,1950-2020,F,2259,9,4,1.9700567439161603,3.917835283166074,2.870054886186667,0.47631695440460375,Deshawn,0.5236830455953962,1076,1.985834440017707,7.234339364477291,7.200361802209026,3.9178352831660748,0.4763169544046038,1076,1.985834440017707,3.049535867290594,0.44224422442244227,2121,0.9389110225763613
Jerrell,1950-2020,F,125,6,0,1.7896442577895588,3.457296314078921,2.464899826471052,0.4,Jerrell,0.6,50,1.8719999999999999,5.999509169643856,5.958911717144781,3.457296314078921,0.4,50,1.872,0.0,0.0,0,0.0
Annalise,1950-2020,F,34128,20,20,2.7902220871783903,6.917362621092817,4.555721950384375,0.6065107829348335,Annalise,0.39348921706516643,20699,3.203146976090014,12.461193467454592,12.454857751406204,6.917362621092817,0.6065107829348335,20699,3.203146976090014,6.917362621092817,0.6065107829348335,34128,1.0
Aaliyah,1950-2020,F,200032,39,39,2.697684778398743,6.487599581907748,3.5448656872628717,0.525630899056151,Aaliyah,0.474369100943849,105143,3.4636908094704846,14.451328198009914,14.449648316011416,6.487599581907748,0.525630899056151,105143,3.4636908094704846,6.487599581907748,0.525630899056151,200032,1.0
Riley,1950-2020,F,249236,56,28,2.382041109613983,5.212737132349402,3.362430374947901,0.5264046927410165,Riley,0.47359530725898347,131199,2.6337687974449917,10.686141453291397,10.685262033777486,5.212737132349402,0.5264046927410165,131199,2.6337687974449917,5.07864792052729,0.524854783977329,248423,0.9967380314240318
Jayden,1950-2020,F,70929,35,22,3.028061578066705,8.15712962457269,5.652869333791743,0.6964993162176261,Jayden,0.30350068378237394,49402,3.651285087904806,13.681177533700469,13.67749247924174,8.15712962457269,0.6964993162176261,49402,3.651285087904806,7.880816075855292,0.6948342831221117,70542,0.9945438396142622
Kayden,1950-2020,F,19344,34,16,3.270312615586104,9.648553126609427,5.196125562076447,0.6001344086021505,Kayden,0.39986559139784944,11609,4.475909842845327,16.537561925603573,16.525341477183893,9.648553126609427,0.6001344086021505,11609,4.475909842845327,8.345309048448888,0.587884277265704,18769,0.9702750206782464
Mackenzie,1950-2020,F,255070,27,27,2.0024896897230775,4.006908845304607,2.8215689426063557,0.48112282902732584,Mackenzie,0.5188771709726742,122720,2.2341082840004702,8.82176702616464,8.82090607719649,4.006908845304607,0.48112282902732584,122720,2.2341082840004707,4.006908845304607,0.48112282902732584,255070,1.0
Brittany,1950-2020,F,538119,42,42,1.9055469886533554,3.7465091856325263,2.1105106719092377,0.3326606196770603,Brittany,0.6673393803229397,179011,2.380196573620333,10.985206990043306,10.984691399148181,3.7465091856325263,0.3326606196770603,179011,2.380196573620333,3.7465091856325263,0.3326606196770603,538119,1.0
Sherry,1950-2020,F,377355,12,12,1.9472894416709043,3.8564928648507566,2.9575891203130285,0.4893190762014549,Sherry,0.5106809237985451,184647,1.9746339653641796,6.486307439246927,6.486094248418505,3.8564928648507566,0.4893190762014549,184647,1.9746339653641796,3.8564928648507566,0.4893190762014549,377355,1.0
Kira,1950-2020,F,100836,14,14,2.21033716570258,4.627834159341995,3.638752143162404,0.6331369748899203,Kira,0.36686302511007973,63843,2.3109405371097624,8.318540469588545,8.317266632182415,4.627834159341995,0.6331369748899203,63843,2.3109405371097624,4.627834159341995,0.6331369748899203,100836,1.0
Katherine,1950-2020,F,1216127,21,18,2.0071276385168666,4.019810907791916,3.3248189994165847,0.6142894615447235,Katherine,0.3857105384552765,747054,2.1620891568068137,7.172018003444624,7.171909392571313,4.019810907791916,0.6142894615447235,747054,2.1620891568068137,4.016518473637284,0.6142567909843885,1216024,0.9999153048982549
Kristen,1950-2020,F,446537,18,14,1.7407802688356786,3.3421587659644314,2.5222210132288905,0.5133706725310556,Kristen,0.48662932746894433,229239,1.9253298158943155,7.869513402252558,7.869209641084031,3.3421587659644314,0.5133706725310556,229239,1.9253298158943155,3.334197146862456,0.5132420439094214,446419,0.9997357441824529
Carrie,1950-2020,F,386891,18,15,2.6361749521640756,6.216812002429148,4.181555385946681,0.5724945785763949,Carrie,0.4275054214236051,221493,2.881677268274527,10.631909848664275,10.63159532224916,6.216812002429148,0.5724945785763949,221493,2.881677268274527,6.199529210074145,0.5723464604389836,386757,0.9996536492190307
Megan,1950-2020,F,610141,20,20,1.4144516168715413,2.6655839458927857,1.8353025816915929,0.28244127177160694,Megan,0.7175587282283931,172329,1.5739214378315831,6.363658299350135,6.36349596125938,2.6655839458927857,0.2824412717716069,172329,1.5739214378315831,2.6655839458927857,0.28244127177160694,610141,1.0
Jocelyn,1950-2020,F,161985,23,23,2.0447813709603104,4.126107390836057,2.2163342169944964,0.34246998178843724,Jocelyn,0.6575300182115628,55475,2.4399604901688425,11.751764984060772,11.750393716145203,4.126107390836057,0.3424699817884372,55475,2.4399604901688425,4.126107390836057,0.34246998178843724,161985,1.0
Madelyn,1950-2020,F,170965,21,21,2.3891741929177024,5.238574166561619,3.200845792739484,0.47833767145322137,Madelyn,0.5216623285467786,81779,2.6506536425584186,10.316167955816478,10.31516446919306,5.238574166561619,0.4783376714532214,81779,2.6506536425584186,5.238574166561619,0.47833767145322137,170965,1.0
Adalyn,1950-2020,F,102701,22,21,3.1102080754746617,8.63507121202812,6.34558083489869,0.7658250649944986,Adalynn,0.2341749350055014,78651,3.7607326121459383,13.42614987897811,13.424403077442154,8.63507121202812,0.7658250649944985,78651,3.7607326121459383,8.589808873572746,0.7656151019891042,102609,0.999104195674823
Crystal,1950-2020,F,458942,23,23,1.5254330240210006,2.878731079709339,1.8784191279615854,0.2908188834318933,Crystal,0.7091811165681067,133469,1.7251591704398377,7.565292426722817,7.565036180585896,2.878731079709339,0.2908188834318934,133469,1.7251591704398377,2.878731079709339,0.2908188834318933,458942,1.0
Kelsey,1950-2020,F,199064,17,17,1.552223015109608,2.932686820798596,1.7612393981227887,0.25540027327894543,Kelsey,0.7445997267210546,50841,1.8390366917172367,9.012823029531988,9.012012830927073,2.932686820798596,0.2554002732789455,50841,1.8390366917172367,2.932686820798596,0.25540027327894543,199064,1.0
Casey,1950-2020,F,157789,19,17,2.418096130448873,5.344652429513925,3.38844869495641,0.5132740558594071,Casey,0.48672594414059284,80989,2.583348649145378,10.582421898319504,10.58150347702531,5.344652429513925,0.5132740558594072,80989,2.583348649145378,5.321345606938435,0.5129777479025701,157693,0.9993915925698242
Aidan,1950-2020,F,9436,19,8,2.7133475772507465,6.558416738911416,5.055430138638938,0.7159813480288257,Aidan,0.2840186519711742,6756,2.985693090292497,10.31736700308907,10.30323218219101,6.558416738911416,0.7159813480288257,6756,2.985693090292497,5.564105296272975,0.7053326003298516,9095,0.9638618058499364
Muhammad,1950-2020,F,10,1,0,-0.0,1.0,1.0,0.0,Mohammad,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Alistair,1950-2020,F,11,2,0,0.9940302114769565,1.9917412148051292,1.9836065573770496,0.4545454545454546,Allister,0.5454545454545454,5,1.4545454545454546,,2.0,1.9917412148051292,0.45454545454545453,5,1.4545454545454546,0.0,0.0,0,0.0
Kane,1950-2020,F,46,2,0,0.9108783787500366,1.8801898956467535,1.7841483979763912,0.32608695652173914,Kane,0.6739130434782609,15,1.3260869565217392,,2.0,1.8801898956467535,0.32608695652173914,15,1.3260869565217392,0.0,0.0,0,0.0
Reese,1950-2020,F,41448,7,5,0.6760768289787437,1.5977889189482548,1.2891283741762158,0.12514475969889982,Reese,0.8748552403011002,5187,1.1714196101138776,3.628523802964159,3.6272332692047455,1.5977889189482548,0.12514475969889982,5187,1.1714196101138776,1.5570789296911605,0.12181831391828724,41291,0.9962121212121212
Shay,1950-2020,F,26224,5,5,1.837942323482678,3.5749977241837603,3.2031072150691404,0.5641778523489933,Shea,0.4358221476510067,14795,1.9537446613788896,4.403549574269708,4.402961951917055,3.5749977241837603,0.5641778523489933,14795,1.9537446613788896,3.5749977241837603,0.5641778523489933,26224,1.0
Blaze,1950-2020,F,1402,4,3,1.642431639399224,3.1219158258293893,2.7789223073943274,0.5271041369472182,Blaise,0.47289586305278175,739,1.7617689015691869,3.987538441803915,3.9853739323088804,3.1219158258293898,0.5271041369472182,739,1.7617689015691869,2.7397581466326697,0.5066964285714286,1344,0.9586305278174037
Darryl,1950-2020,F,5285,7,4,1.5292258796052611,2.886309241469705,2.2505762971126764,0.37918637653736986,Daryl,0.6208136234626301,2004,1.6385998107852413,4.932298860431616,4.924347441163385,2.886309241469705,0.3791863765373699,2004,1.6385998107852413,2.652262216077184,0.3673351330505207,5186,0.981267738883633
Tory,1950-2020,F,51443,8,8,1.6449052841271974,3.127273253905313,1.9687915952931216,0.29887448243687187,Tori,0.7011255175631281,15375,1.8884785101957506,7.209070633401476,7.208356759481941,3.1272732539053134,0.29887448243687187,15375,1.8884785101957506,3.127273253905313,0.29887448243687187,51443,1.0
Jeri,1950-2020,F,55671,8,8,2.4968628910115886,5.644566907082016,4.5539034249497305,0.6485423290402543,Jeri,0.35145767095974567,36105,2.678809433996156,7.692541878058,7.6921248812368495,5.644566907082016,0.6485423290402543,36105,2.678809433996156,5.644566907082016,0.6485423290402543,55671,1.0
Terri,1950-2020,F,281942,7,5,1.6934866052870556,3.2343742103761444,2.7876879533498444,0.49772648275177167,Terri,0.5022735172482283,140330,1.779788041512084,4.1531933696470436,4.153166161814518,3.2343742103761444,0.4977264827517716,140330,1.779788041512084,3.227930806859617,0.49761422454315507,281879,0.9997765497868356
Shawn,1950-2020,F,39873,6,5,0.9695033146510766,1.9581663293461202,1.4597977880492057,0.17954505555137557,Shawn,0.8204549444486244,7159,1.3188122288265243,4.449932524652491,4.449120283565864,1.95816632934612,0.17954505555137562,7159,1.3188122288265243,1.955880825310625,0.17944215912511285,39868,0.9998746018609084
Lindsey,1950-2020,F,333015,41,28,1.9545781379571343,3.876025703703938,2.6686773578020753,0.5301052505142412,Lindsey,0.4698947494857589,176533,2.317583292043902,9.631631955139353,9.630938571853457,3.876025703703938,0.5301052505142411,176533,2.317583292043902,3.81938485919814,0.529274096267752,332427,0.99823431376965
Bailey,1950-2020,F,156319,18,16,1.848680341522289,3.601705799679228,2.1811702557565016,0.34372021315387125,Bailey,0.6562797868461288,53730,2.027623001682457,9.357538611298487,9.356485957604404,3.6017057996792277,0.34372021315387125,53730,2.027623001682457,3.588620366129775,0.3434219958015463,156248,0.9995458005744663
Jamie,1950-2020,F,370543,12,11,1.5060844582459558,2.840380993789827,1.8699137449941607,0.28505193729202816,Jamie,0.7149480627079718,105624,1.6581881185179588,7.0970016356511,7.096752192744925,2.8403809937898274,0.2850519372920282,105624,1.6581881185179588,2.839578038071747,0.28503264216682456,370533,0.999973012578837
Lori,1950-2020,F,563088,14,13,1.5839537298740525,2.9979030532004955,2.2316835281013265,0.39574098542323755,Lori,0.6042590145767625,222837,1.6838469297871737,6.582549774319697,6.582395173675957,2.9979030532004955,0.3957409854232376,222837,1.6838469297871737,2.9970197360162194,0.39572381507160714,563072,0.9999715852584321
Nikki,1950-2020,F,55946,9,9,1.6054033306444229,3.0428080578219316,2.0379726073158957,0.31907553712508485,Nikki,0.6809244628749151,17851,1.7202480963786508,6.591938689550013,6.5908140149319125,3.0428080578219316,0.3190755371250849,17851,1.7202480963786508,3.0428080578219316,0.31907553712508485,55946,1.0
Vicki,1950-2020,F,287474,9,6,1.7425192341221862,3.3461896955999038,2.891715832106411,0.5538831337790548,Vicki,0.4461168662209452,159227,1.8372618045458025,5.167654393429053,5.167494464775955,3.3461896955999038,0.5538831337790548,159227,1.8372618045458025,3.3329793022854264,0.5536750887450408,287340,0.9995338708891934
Cory,1950-2020,F,56815,14,12,2.984985571938505,7.9171740730876214,6.558153235454266,0.7694798908738889,Kori,0.23052010912611107,43718,3.5193522837278888,10.704702073106954,10.703255303214153,7.9171740730876214,0.7694798908738889,43718,3.5193522837278888,7.866147124428844,0.7692443222862378,56757,0.9989791428319986
Cody,1950-2020,F,15555,10,8,2.5305686946317736,5.777993955367133,4.83847875834295,0.6794599807135969,Cody,0.3205400192864031,10569,2.7200257152041143,7.820738299088289,7.817978724084988,5.777993955367133,0.6794599807135969,10569,2.7200257152041143,5.693967683874735,0.6786542923433875,15516,0.9974927675988429
Sydney,1950-2020,F,213578,17,13,1.200265135686366,2.2978189598884255,1.5498024026557058,0.20444053226455905,Sydney,0.795559467735441,43664,1.4912725093408497,6.513485856460467,6.513025713586511,2.2978189598884255,0.20444053226455908,43664,1.4912725093408497,2.2882543763658165,0.20406413805702717,213477,0.9995271048516233
Annabel,1950-2020,F,81062,6,6,1.829703016181512,3.554638914496833,2.556697873657368,0.41017986232760106,Annabelle,0.5898201376723989,33250,1.931077446892502,5.814184031833021,5.813967497400056,3.5546389144968336,0.4101798623276011,33250,1.931077446892502,3.554638914496833,0.41017986232760106,81062,1.0
Isabel,1950-2020,F,186597,13,10,1.632391859189014,3.1002656915369475,2.4477505801277046,0.5007208047289078,Isabel,0.49927919527109227,93433,1.778897838657642,6.6720825042389595,6.6715564797567435,3.1002656915369475,0.5007208047289078,93433,1.778897838657642,3.086317772748109,0.5004396971451859,186492,0.999437289988585
Eleanor,1950-2020,F,95971,13,12,0.8155715604023083,1.7599952807206347,1.2667967546651753,0.11319044294630665,Eleanor,0.8868095570536934,10863,1.353981932041971,6.206235249757808,6.204801784366794,1.7599952807206347,0.1131904429463067,10863,1.353981932041971,1.750307042473335,0.11255239723884802,95902,0.9992810328119953
Rachel,1950-2020,F,605404,9,8,0.812050680826748,1.755705270784029,1.3867443247235034,0.16098506121532064,Rachel,0.8390149387846794,97461,1.2238538232320897,4.028749714086755,4.028642204961273,1.755705270784029,0.1609850612153207,97461,1.2238538232320897,1.754382035408747,0.1609213060701271,605358,0.9999240176807553
Sofia,1950-2020,F,507713,6,6,0.8998766213606529,1.8659064047628973,1.707905767261917,0.29108965104301054,Sophia,0.7089103489569895,147790,1.2967798736687852,2.2903002558896066,2.2902735113194885,1.8659064047628973,0.29108965104301054,147790,1.2967798736687852,1.8659064047628973,0.29108965104301054,507713,1.0
Lee,1950-2020,F,78134,2,2,0.9999944871968842,1.999992357646728,1.999984715400532,0.4986177592341362,Lee,0.5013822407658638,38959,1.4986177592341363,2.0,2.0,1.999992357646728,0.4986177592341362,38959,1.4986177592341363,1.999992357646728,0.4986177592341362,78134,1.0
Zachary,1950-2020,F,1579,5,1,0.26600487659870686,1.202473313492377,1.0727682188390526,0.03483217226092461,Zachary,0.9651678277390754,55,1.0550981633945535,2.8459251649944175,2.814790401841157,1.202473313492377,0.03483217226092464,55,1.0550981633945535,1.0,0.0,1524,0.9651678277390754
Nicholas,1950-2020,F,3194,4,2,0.457152621086969,1.3728296536794926,1.1615902307254198,0.07388854101440201,Nicholas,0.926111458985598,236,1.0979962429555417,3.154958922003871,3.144684343820404,1.3728296536794926,0.07388854101440201,236,1.0979962429555417,1.239315430729068,0.05555555555555558,3132,0.9805886036318097
Michael,1950-2020,F,23360,12,9,1.090391906212448,2.1293187129803033,1.437804788740557,0.17029109589041092,Michael,0.8297089041095891,3978,1.4807363013698631,7.006747474601279,7.001604945175086,2.1293187129803033,0.17029109589041097,3978,1.4807363013698631,2.1035615822571723,0.16897483171118644,23323,0.9984160958904109
Christopher,1950-2020,F,9570,2,2,0.19955350037679287,1.1483428994027043,1.0639912957668074,0.03103448275862064,Christopher,0.9689655172413794,297,1.0310344827586206,1.957967384985691,1.9572602280423483,1.1483428994027043,0.03103448275862069,297,1.0310344827586206,1.1483428994027043,0.03103448275862064,9570,1.0
Stephanie,1950-2020,F,804530,18,18,0.7384148237131323,1.6683417234717535,1.233063685106131,0.10088996059811317,Stephanie,0.8991100394018868,81169,1.2960946142468273,5.75522759068768,5.755067505452924,1.6683417234717535,0.10088996059811318,81169,1.2960946142468273,1.6683417234717535,0.10088996059811317,804530,1.0
Tyreek,1950-2020,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Rashawn,1950-2020,F,1015,4,3,1.210853836931648,2.3147459093620077,1.8739370458286724,0.3014778325123153,Rashawn,0.6985221674876847,306,1.4295566502463053,3.4641688765031335,3.4472665178711654,2.3147459093620077,0.30147783251231525,306,1.4295566502463053,2.2430829206248117,0.29732408325074333,1009,0.994088669950739
Tyesha,1950-2020,F,10746,15,9,2.5242242546637272,5.752640260855064,4.057154481485073,0.5752838265401079,Tyesha,0.42471617345989204,6182,2.6782058440349896,9.740200146827545,9.730043722661609,5.752640260855064,0.5752838265401079,6182,2.6782058440349896,5.2773284166158145,0.5672703138333175,10547,0.9814814814814815
Akilah,1950-2020,F,5602,13,5,1.8793157374142404,3.6790052559996655,2.814435134661033,0.47893609425205286,Akilah,0.5210639057479471,2683,1.8975365940735451,6.165607342509656,6.154820973391928,3.6790052559996655,0.47893609425205286,2683,1.8975365940735451,3.3968637853521293,0.4719609261939218,5528,0.9867904319885755
Myesha,1950-2020,F,8006,17,5,2.4118462968770356,5.321549182197058,3.9325100279072105,0.5778166375218586,Myesha,0.42218336247814137,4626,2.5393454908818387,8.770679662221081,8.754236307322605,5.321549182197058,0.5778166375218586,4626,2.5393454908818387,4.176748699943614,0.5544423938834695,7586,0.9475393454908818
Deonte,1950-2020,F,67,2,0,0.9635359835770287,1.9500836135197603,1.9045396690708527,0.3880597014925373,Deonte,0.6119402985074627,26,1.3880597014925373,,2.0,1.9500836135197601,0.3880597014925373,26,1.3880597014925373,0.0,0.0,0,0.0
Devonte,1950-2020,F,94,3,0,1.1919891571901151,2.284675322782544,2.0558399255467656,0.3936170212765957,Devante,0.6063829787234043,37,1.446808510638298,,2.9957712179286875,2.284675322782544,0.39361702127659576,37,1.446808510638298,0.0,0.0,0,0.0
Trevon,1950-2020,F,53,2,0,0.9976875760352552,1.9967968674536707,1.99361249112846,0.4716981132075472,Travon,0.5283018867924528,25,1.4716981132075473,,2.0,1.9967968674536707,0.4716981132075472,25,1.471698113207547,0.0,0.0,0,0.0
Sherilyn,1950-2020,F,8178,15,8,2.3976137521201912,5.269308883770122,3.904977573715266,0.6071166544387381,Sherilyn,0.3928833455612619,4965,2.4804353142577646,9.197515833022475,9.184333347983838,5.269308883770122,0.6071166544387381,4965,2.4804353142577646,4.754096354296831,0.5986759930052461,8006,0.9789679628270971
Jerilyn,1950-2020,F,13425,15,11,2.70081733590418,6.5017015631486315,4.614445861457063,0.6557169459962756,Geralyn,0.3442830540037244,8803,3.0296461824953447,10.489162860688113,10.483281035286394,6.5017015631486315,0.6557169459962756,8803,3.0296461824953447,6.341839804360777,0.6542230867060672,13367,0.9956797020484172
Georgeann,1950-2020,F,3662,5,4,2.064000901617563,4.181443014028008,3.8974135711225797,0.6485527034407428,Georgeann,0.3514472965592572,2375,2.2785363189513927,4.910146542217985,4.907121107573317,4.181443014028008,0.6485527034407428,2375,2.2785363189513927,3.861591218203652,0.6401006711409396,3576,0.9765155652648826
Annalee,1950-2020,F,13953,12,8,2.4904362250746828,5.619478397552233,4.138388611589181,0.5802336415107863,Annalee,0.4197663584892138,8096,2.6594280799827996,8.44388883399649,8.440804113706541,5.619478397552233,0.5802336415107862,8096,2.6594280799827996,5.430453848198574,0.5775389497980381,13864,0.9936214434171863
Nisha,1950-2020,F,6750,8,5,1.9299531767858287,3.8104283212739762,3.1345567432338983,0.5680000000000001,Nisha,0.432,3834,1.9724444444444444,6.240772568458587,6.232546314973215,3.8104283212739762,0.568,3834,1.9724444444444444,3.4741592259420924,0.5589169565875056,6611,0.9794074074074074
Jessalyn,1950-2020,F,6334,13,6,2.119846003886668,4.346475473979454,2.827662627640919,0.4420587306599305,Jessalyn,0.5579412693400695,2800,2.207136090937796,8.611885493620873,8.59415267386232,4.346475473979454,0.4420587306599305,2800,2.207136090937796,3.609506286691203,0.41884558460779475,6081,0.9600568361225135
Lilyann,1950-2020,F,7747,8,5,2.032874374379476,4.092193527304345,3.6324318569600647,0.6221763263198657,Lilyann,0.37782367368013425,4820,2.139666967858526,5.340261081041696,5.3361082389216765,4.092193527304345,0.6221763263198657,4820,2.139666967858526,3.973030041540742,0.620166104334285,7706,0.9947076287595198
Maylee,1950-2020,F,10517,24,17,3.5743775775806372,11.912279277433562,7.179872249538776,0.6778549015879053,Maylee,0.3221450984120947,7129,5.482266806123419,17.43638085006223,17.42268391751245,11.912279277433562,0.6778549015879053,7129,5.482266806123419,11.160425364411852,0.6728466589416764,10356,0.9846914519349624
Shaylee,1950-2020,F,14071,28,20,3.1416960870072774,8.825610552851389,3.996559386428253,0.5195082083718285,Shaylee,0.4804917916281714,7310,4.716011655177315,18.438147020750293,18.41826864480702,8.825610552851389,0.5195082083718285,7310,4.716011655177315,8.100829358930717,0.5105689879832054,13814,0.981735484329472
Jaylee,1950-2020,F,15550,28,19,3.144549348170227,8.843082498696814,4.040011877311622,0.5237299035369776,Jaylee,0.4762700964630225,8144,4.690289389067524,18.40501823655466,18.386798939966937,8.843082498696814,0.5237299035369775,8144,4.690289389067524,7.849906790046803,0.5108322324966975,15140,0.9736334405144694
Kenisha,1950-2020,F,14775,38,16,3.5865597766745925,12.013293125250565,7.489428974016695,0.730896785109983,Kenisha,0.26910321489001693,10799,5.115532994923858,18.441501962075172,18.421082915715814,12.013293125250565,0.7308967851099831,10799,5.115532994923858,9.585024792373305,0.7163646739905836,14018,0.9487648054145517
Tanisha,1950-2020,F,46297,54,25,3.3996105022174676,10.553213752388965,4.954842221895698,0.5844871157958399,Tanisha,0.4155128842041601,27060,5.173013370196773,19.68890360339508,19.68120954212751,10.553213752388965,0.5844871157958399,27060,5.173013370196773,9.518073432764186,0.5767529867329652,45451,0.9817266777544982
Janine,1950-2020,F,89578,42,26,2.917931205197407,7.557615935047701,4.742661814806466,0.6475138985018642,Janine,0.3524861014981357,58003,3.574504900756882,14.50043967288388,14.49709330025216,7.557615935047701,0.6475138985018642,58003,3.574504900756882,7.292343481207572,0.6456308500370362,89102,0.9946861952711603
Janelle,1950-2020,F,97692,35,19,2.430080287635369,5.389234216189007,3.0750344064923487,0.4661077672685583,Janelle,0.5338922327314417,45535,2.78926626540556,12.30130280326854,12.29883701725924,5.389234216189007,0.46610776726855835,45535,2.78926626540556,5.236949645760237,0.4639953960146752,97307,0.9960590427056463
Janae,1950-2020,F,29853,18,11,1.9721444186765997,3.923508752856954,2.595784013975149,0.4225036009781261,Janae,0.5774963990218739,12613,2.0365457407965697,8.58140986777809,8.577141132093438,3.923508752856954,0.42250360097812617,12613,2.0365457407965697,3.8232013751074008,0.42036781763776354,29743,0.9963152781964961
Chanel,1950-2020,F,42343,30,15,2.8254359999342857,7.088281993922626,4.415657029431065,0.5770965685001063,Chanel,0.42290343149989373,24436,3.272536192522967,12.365312801237215,12.361159649238548,7.088281993922626,0.5770965685001063,24436,3.272536192522967,6.717144753227719,0.5733075988276504,41967,0.9911201379212621
Cadence,1950-2020,F,63583,31,23,2.8540638170390595,7.2303416382102474,4.7499309765748405,0.6702892282528349,Cadence,0.3297107717471651,42619,3.3819417139801518,13.662755130888348,13.658612609016737,7.2303416382102474,0.6702892282528349,42619,3.3819417139801518,7.0584605677934125,0.6690295385295464,63341,0.9961939512133746
Maisie,1950-2020,F,17833,17,13,2.7824484636567433,6.880190273790447,4.696590928273068,0.6116189087646497,Maisie,0.3883810912353502,10907,3.112656311332922,11.352219918039365,11.345483085436246,6.880190273790447,0.6116189087646499,10907,3.112656311332922,6.74938524209424,0.6103735373537353,17776,0.9968036785734313
Jamir,1950-2020,F,42,2,0,0.998363672593813,1.9977328545029438,1.9954751131221722,0.47619047619047616,Jamere,0.5238095238095238,20,1.4761904761904763,,2.0,1.9977328545029438,0.47619047619047616,20,1.4761904761904763,0.0,0.0,0,0.0
Emmalyn,1950-2020,F,20645,20,13,2.9503011450938503,7.729103819715687,5.128228690860206,0.6375877936546379,Emmalyn,0.3624122063453621,13163,3.438847178493582,12.709077615384214,12.702308096655798,7.729103819715687,0.6375877936546379,13163,3.438847178493582,7.248662481918353,0.6330014224751067,20387,0.9875030273674013
Marilee,1950-2020,F,9676,8,8,2.435959196905267,5.411239878374032,3.922860926761623,0.5534311699049194,Marilee,0.44656883009508064,5355,2.648201736254651,7.911034238163323,7.909542134397088,5.411239878374032,0.5534311699049194,5355,2.648201736254651,5.411239878374032,0.5534311699049194,9676,1.0
Macy,1950-2020,F,84497,15,11,2.3699014559992553,5.1690582354031545,4.223580324184862,0.6495970271133886,Macy,0.3504029728866114,54889,2.494479093932329,7.9846850650272305,7.983623473944593,5.1690582354031545,0.6495970271133886,54889,2.494479093932329,5.087828112178102,0.6487323375529428,84289,0.9975383741434607
Journey,1950-2020,F,38962,21,16,2.4299710172499758,5.388826048570426,3.731359581619017,0.5886248139212567,Journey,0.4113751860787434,22934,2.580617011447051,10.01782974000673,10.01371237157872,5.388826048570426,0.5886248139212567,22934,2.580617011447051,5.262903118617813,0.5871200412158681,38820,0.9963554232328936
Jacqueline,1950-2020,F,510578,52,33,2.049229033965473,4.138847333516515,2.306783486749845,0.3624323805569374,Jacqueline,0.6375676194430626,185050,2.416261570220417,11.09422448980333,11.093753778154557,4.138847333516515,0.36243238055693744,185050,2.416261570220417,4.093850664921566,0.36164471671621423,509948,0.9987661042974825
Kaylin,1950-2020,M,23755,37,26,4.244080883609273,18.949408144152258,13.42096236739011,0.8213428751841718,Kalen,0.17865712481582824,19511,7.661629130709325,23.274928214282305,23.261568131015053,18.949408144152258,0.8213428751841717,19511,7.661629130709325,17.595774078622725,0.8181662382176521,23340,0.9825299936855398
Shaelyn,1950-2020,M,275,6,0,2.2364370796250204,4.712318588583281,4.192305560175177,0.6836363636363636,Shaylon,0.31636363636363635,188,2.4,5.983951787113778,5.958503742100527,4.712318588583281,0.6836363636363636,188,2.4,0.0,0.0,0,0.0
Shante,1950-2020,M,606,12,2,2.735767484749615,6.661132523849825,4.959967585089141,0.6435643564356436,Shante,0.3564356435643564,390,3.033003300330033,10.52815571549052,10.357219604311169,6.661132523849825,0.6435643564356436,390,3.033003300330033,1.8728044881378898,0.3207547169811321,318,0.5247524752475248
Charisse,1950-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kamiyah,1950-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kayson,1950-2020,M,67755,44,26,3.701251895716229,13.007320522134256,9.55411095687305,0.8236440115120656,Kason,0.17635598848793446,55806,5.367146336063759,17.562398837977348,17.558227312779263,13.007320522134256,0.8236440115120656,55806,5.367146336063759,12.44536009788542,0.8223461195361285,67260,0.9926942661058225
Kaliyah,1950-2020,M,5,1,0,-0.0,1.0,1.0,0.0,Kaliyah,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Daylen,1950-2020,M,13895,23,14,3.2012142985583076,9.197324857511196,6.527735595079547,0.7636559913637999,Daylen,0.23634400863620006,10611,4.032313781935948,14.662458746125925,14.648055811298624,9.197324857511196,0.7636559913637999,10611,4.032313781935948,8.213486942827084,0.7575489110372832,13545,0.9748110831234257
Denisha,1950-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Shani,1950-2020,M,120,1,1,-0.0,1.0,1.0,0.0,Shawnee,1.0,0,1.0,1.0,1.0,1.0,0.0,0,1.0,1.0,0.0,120,1.0
Jaylen,1950-2020,M,111768,41,25,2.7622616523908627,6.7845900832874335,4.2983509312398995,0.6635978097487654,Jalen,0.3364021902512347,74169,3.2900293465034713,13.443173214081574,13.44078922221125,6.7845900832874335,0.6635978097487653,74169,3.2900293465034713,6.623055124464823,0.6624592651111849,111391,0.9966269415217236
Janiece,1950-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Makiyah,1950-2020,M,28,2,0,0.9666186325481028,1.954254869428623,1.9121951219512199,0.3928571428571429,Macaiah,0.6071428571428571,11,1.3928571428571428,,2.0,1.954254869428623,0.39285714285714285,11,1.3928571428571428,0.0,0.0,0,0.0
Keshawn,1950-2020,M,17554,21,13,2.968890320419856,7.829337962245928,5.334761439876816,0.6712430215335536,Keshawn,0.3287569784664464,11783,3.4548251110857926,12.994728209513388,12.985110783058854,7.829337962245928,0.6712430215335536,11783,3.4548251110857926,7.205002346568426,0.6657399362872864,17265,0.9835365158938134
Kian,1950-2020,M,13252,4,3,0.9637953430602069,1.9504342199396953,1.6611849942099195,0.25958345910051317,Kian,0.7404165408994868,3440,1.2898430425596137,3.019484303653533,3.018623697756742,1.9504342199396953,0.2595834591005131,3440,1.2898430425596137,1.9393879869775905,0.25902431656849423,13242,0.9992453969212194
Kiana,1950-2020,M,19,1,0,-0.0,1.0,1.0,0.0,Kiana,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Caitlin,1950-2020,M,928,9,4,2.4724305978521617,5.549780059373398,4.7476928165830525,0.6950431034482758,Caitlin,0.30495689655172414,645,2.654094827586207,7.567921975760731,7.5071605961742085,5.549780059373398,0.6950431034482759,645,2.654094827586207,3.8118525201450297,0.6453634085213033,798,0.8599137931034483
Michaela,1950-2020,M,244,5,1,1.3854845066881183,2.6125968268686752,2.099887133182844,0.3729508196721312,Makayla,0.6270491803278688,91,1.5286885245901638,4.887430941267242,4.781020673054657,2.6125968268686752,0.3729508196721312,91,1.5286885245901638,1.0,0.0,153,0.6270491803278688
Kaylee,1950-2020,M,733,10,3,2.5963660964921957,6.0476141535842745,4.902585019116184,0.6984993178717599,Kalei,0.3015006821282401,512,2.8035470668485676,8.960510308341126,8.869527115979622,6.0476141535842745,0.6984993178717599,512,2.8035470668485676,2.9558308490737426,0.5922509225092252,542,0.7394270122783083
Carly,1950-2020,M,750,6,3,1.8339988803887421,3.5652392167637124,2.948236823346891,0.4946666666666667,Carlie,0.5053333333333333,371,1.9093333333333333,5.024109690802098,4.975428680433259,3.5652392167637124,0.49466666666666664,371,1.9093333333333333,2.6601838381078466,0.43007518796992483,665,0.8866666666666667
Hailey,1950-2020,M,1024,6,2,1.2975867705658646,2.4581735419233772,1.9319971551860737,0.326171875,Haley,0.673828125,334,1.4599609375,4.932582775918795,4.8815423469159365,2.4581735419233772,0.326171875,334,1.4599609375,1.7888148392965153,0.2682926829268293,943,0.9208984375
Christy,1950-2020,M,1843,7,4,1.9688360019219313,3.914521593816606,2.8692687888103006,0.4666304937601736,Christy,0.5333695062398264,860,1.998914812805209,6.614898832283152,6.597552785678781,3.914521593816606,0.4666304937601736,860,1.998914812805209,2.9964662706414806,0.4207424867413082,1697,0.9207813347802496
Taylin,1950-2020,M,3556,10,4,2.046618940934601,4.131366188791264,3.2580967148329023,0.5646794150731158,Taylen,0.43532058492688414,2008,2.0770528683914513,7.2596526751184145,7.235402169489257,4.131366188791264,0.5646794150731158,2008,2.0770528683914513,3.2299858594208968,0.537219730941704,3345,0.9406636670416197
Cambrie,1950-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Maylin,1950-2020,M,92,1,0,-0.0,1.0,1.0,0.0,Maylon,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Braylen,1950-2020,M,35513,20,18,2.2702055436110617,4.823918535005241,3.1354709751254926,0.5326781741897333,Braylon,0.46732182581026666,18917,2.5256666572804325,11.165102363024205,11.158881481645231,4.823918535005241,0.5326781741897333,18917,2.5256666572804325,4.79411644453487,0.5322567007694259,35481,0.9990989215216963
Raylee,1950-2020,M,188,4,0,1.7415061566684402,3.3438407865873305,2.893254747871644,0.5,Raylee,0.5,94,1.851063829787234,3.9999999296473914,3.9999866206992536,3.3438407865873305,0.5,94,1.851063829787234,0.0,0.0,0,0.0
Chantel,1950-2020,M,161,9,0,2.72298328883916,6.602366790502564,5.03027362701339,0.6335403726708074,Shantel,0.36645962732919257,102,3.1055900621118013,8.990087623558596,8.92631695270298,6.602366790502564,0.6335403726708074,102,3.1055900621118013,0.0,0.0,0,0.0
Jaycee,1950-2020,M,2534,7,3,1.6049433362931949,3.04183803202732,2.656340519605807,0.4881610102604578,Jaycee,0.5118389897395422,1237,1.7245461720599842,4.350189141808206,4.3339910612522985,3.04183803202732,0.4881610102604578,1237,1.7245461720599842,2.747175377651499,0.4768051633723276,2479,0.9782951854775059
Lakeisha,1950-2020,M,48,2,0,0.8112781244591328,1.7547653506033232,1.6,0.25,Lakeisha,0.75,12,1.25,,1.9999999999996794,1.7547653506033232,0.25,12,1.25,0.0,0.0,0,0.0
Deshawn,1950-2020,M,43699,15,14,2.8327513503518733,7.1243152175888484,5.0775014449229,0.6462619281905764,Deshawn,0.35373807180942357,28241,3.175976566969496,11.240135568140731,11.237463595922268,7.1243152175888484,0.6462619281905765,28241,3.1759765669694957,7.103344857380859,0.6461080586080585,43680,0.9995652074418179
Jerrell,1950-2020,M,22483,18,14,3.1447555594232908,8.844346572809059,6.797472065577356,0.7373571142641107,Jerrell,0.26264288573588934,16578,3.8139927945558867,12.571302194810283,12.564929104398525,8.844346572809059,0.7373571142641107,16578,3.8139927945558867,8.433347736299195,0.734666367108515,22255,0.9898590045812392
Annalise,1950-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Aaliyah,1950-2020,M,144,2,1,0.8795864999831354,1.8398478951451243,1.7208298755186724,0.29861111111111116,Aaliyah,0.7013888888888888,43,1.2986111111111112,2.0,1.9999999999999996,1.8398478951451243,0.2986111111111111,43,1.2986111111111112,1.0,0.0,101,0.7013888888888888
Riley,1950-2020,M,106998,26,15,1.089994513235925,2.1287322690350226,1.4073709788012698,0.16013383427727623,Riley,0.8398661657227238,17134,1.5351688816613394,7.085673196968332,7.084393336613761,2.1287322690350226,0.1601338342772762,17134,1.5351688816613394,2.073436627048568,0.15739334270979843,106650,0.99674760275893
Jayden,1950-2020,M,383847,71,32,2.1305050797229614,4.378707498522057,2.5514989374736547,0.4135580061847559,Jayden,0.5864419938152441,158743,2.498263631082176,11.271822480570684,11.271147029675038,4.378707498522057,0.4135580061847559,158743,2.498263631082176,4.2956372931099684,0.41229792388988684,383024,0.9978559165500838
Kayden,1950-2020,M,319566,84,48,3.2548866975866173,9.545936222342055,6.789879681267638,0.8008924603994168,Kaden,0.19910753960058328,255938,4.558247748508915,14.444635049604049,14.443621610890077,9.545936222342055,0.8008924603994168,255938,4.558247748508915,9.307628437548761,0.8002386035413789,318520,0.9967268107370622
Mackenzie,1950-2020,M,10093,7,4,1.0955521998128175,2.1369485889277726,1.6924730669003918,0.26176558010502327,Mackenzie,0.7382344198949767,2642,1.3470722282770238,4.39997997681344,4.394340898027391,2.1369485889277726,0.26176558010502327,2642,1.3470722282770238,2.0259222771427234,0.25512346296111166,10003,0.9910829287625087
Brittany,1950-2020,M,1454,5,2,1.1276272995401293,2.1849909428684513,1.7053200808570983,0.2585969738651994,Brittany,0.7414030261348006,376,1.358321870701513,4.140040438420079,4.118171786895746,2.1849909428684513,0.2585969738651995,376,1.358321870701513,1.643230037460047,0.197319434102755,1343,0.9236588720770289
Sherry,1950-2020,M,947,4,3,1.269981604452302,2.411584905495558,1.9436313552618174,0.31784582893347413,Sherry,0.6821541710665259,301,1.4614572333685323,3.709016640735755,3.689121469140219,2.411584905495558,0.31784582893347413,301,1.4614572333685323,2.2855010009043113,0.30982905982905984,936,0.9883843717001056
Kira,1950-2020,M,53,3,0,1.411994609879331,2.6610481400759216,2.466198419666374,0.49056603773584906,Kira,0.5094339622641509,26,1.6226415094339623,,2.9999992949884886,2.6610481400759216,0.49056603773584906,26,1.6226415094339623,0.0,0.0,0,0.0
Katherine,1950-2020,M,2953,4,3,1.583035005931206,2.9959945635650125,2.8926232246204107,0.5719607179139858,Katherine,0.4280392820860142,1689,1.8408398239078902,3.3158719975469695,3.311471149483303,2.9959945635650125,0.5719607179139857,1689,1.8408398239078902,2.9350842576005816,0.5703602991162475,2942,0.9962749746020996
Kristen,1950-2020,M,7753,7,7,2.3659176632550922,5.154804321219837,4.609722679695682,0.7264284792983362,Kristen,0.27357152070166385,5632,2.5889333161356896,6.59958812130023,6.595405435820539,5.154804321219837,0.7264284792983361,5632,2.5889333161356896,5.154804321219837,0.7264284792983362,7753,1.0
Carrie,1950-2020,M,81564,13,11,1.7473106832764882,3.357321467200181,2.5796867735733517,0.44768525329802367,Kerry,0.5523147467019763,36515,1.818388014320043,6.491260378940198,6.48983819086999,3.3573214672001805,0.4476852532980236,36515,1.8183880143200433,3.337768503181813,0.44723796902991486,81498,0.999190819479182
Megan,1950-2020,M,1410,4,2,0.9577038505085771,1.9422162613576397,1.5585875579541195,0.21702127659574466,Megan,0.7829787234042553,306,1.278014184397163,3.398803727350372,3.3867738320793013,1.9422162613576397,0.2170212765957447,306,1.278014184397163,1.5789416815702781,0.17054845980465816,1331,0.9439716312056737
Jocelyn,1950-2020,M,394,4,1,0.6340956936497161,1.5519646466147514,1.250793650793651,0.1091370558375635,Jocelyn,0.8908629441624365,43,1.1598984771573604,3.7190271732853484,3.6440706186238234,1.5519646466147514,0.10913705583756345,43,1.1598984771573604,1.0,0.0,351,0.8908629441624365
Madelyn,1950-2020,M,43,1,0,-0.0,1.0,1.0,0.0,Madelyn,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Adalyn,1950-2020,M,11,2,0,0.9940302114769565,1.9917412148051292,1.9836065573770496,0.4545454545454546,Adelyn,0.5454545454545454,5,1.4545454545454546,,2.0,1.9917412148051292,0.45454545454545453,5,1.4545454545454546,0.0,0.0,0,0.0
Crystal,1950-2020,M,1407,4,2,0.7982699522207416,1.7390144882525846,1.4117308535711357,0.16986496090973702,Crystal,0.830135039090263,239,1.2082444918265813,3.271680008030943,3.2578223246326172,1.7390144882525846,0.16986496090973702,239,1.2082444918265813,1.4990072326501187,0.13991163475699553,1358,0.9651741293532339
Kelsey,1950-2020,M,5753,7,3,0.8912935243517719,1.8548384317068765,1.4155206577984336,0.16860768294802708,Kelsey,0.8313923170519729,970,1.2645576221102035,4.646928802809412,4.635089393547922,1.8548384317068765,0.1686076829480271,970,1.2645576221102035,1.6179787237726877,0.1468069925080271,5606,0.9744481140274639
Casey,1950-2020,M,124537,10,4,0.6214124197002555,1.5383805414979497,1.2669218654657326,0.11685683772694055,Casey,0.8831431622730594,14553,1.145434690092101,3.168317105875324,3.1680803092223733,1.5383805414979494,0.11685683772694058,14553,1.145434690092101,1.5223828929629508,0.11583449229458254,124393,0.998843717128243
Aidan,1950-2020,M,474569,36,35,2.250054292257699,4.757007474846861,3.2380442772828455,0.5288546028080217,Aiden,0.4711453971919784,250978,2.4778672858952016,9.973551654066117,9.973090162356634,4.757007474846861,0.5288546028080215,250978,2.4778672858952016,4.750492587358602,0.5287751665475913,474489,0.999831425988634
Muhammad,1950-2020,M,67199,8,8,2.4002511998639737,5.278950725937644,4.767629282487443,0.7527344156907096,Mohamed,0.24726558430929033,50583,2.7303828926025684,6.8323814887735015,6.831806898682027,5.278950725937644,0.7527344156907096,50583,2.7303828926025684,5.278950725937644,0.7527344156907096,67199,1.0
Alistair,1950-2020,M,6551,8,6,2.2633009768926637,4.8008869922373725,3.794326846862618,0.5705999084109297,Alistair,0.4294000915890704,3738,2.3764310792245458,7.154468318518968,7.146410458400692,4.8008869922373725,0.5705999084109297,3738,2.3764310792245458,4.393733956874302,0.5608804246019357,6406,0.9778659746603572
Kane,1950-2020,M,32314,10,8,2.2372446008506945,4.714956957985551,3.444893483784309,0.5238286810670298,Kane,0.4761713189329702,16927,2.326174413566875,7.345843273089301,7.34451432349071,4.714956957985551,0.5238286810670297,16927,2.326174413566875,4.678551138147514,0.5232680629569959,32276,0.9988240391161726
Reese,1950-2020,M,44223,7,6,1.724352380965048,3.304317646957092,3.0268583589418325,0.6072179635031545,Reece,0.3927820364968455,26853,1.9050946340139747,4.579400820554266,4.5783700381033094,3.304317646957092,0.6072179635031545,26853,1.9050946340139747,3.272115296558527,0.606604158173665,44154,0.9984397259344685
Shay,1950-2020,M,14729,5,5,1.6009248251276267,3.033377025693199,2.5293126232698273,0.4636431529635413,Shea,0.5363568470364587,6829,1.6802905832032045,4.601075222285194,4.599638108994735,3.033377025693199,0.4636431529635413,6829,1.6802905832032045,3.033377025693199,0.4636431529635413,14729,1.0
Blaze,1950-2020,M,17486,7,5,1.8015426664179632,3.485927745688581,2.902320885122253,0.5778908841358801,Blaise,0.42210911586411987,10105,1.895459224522475,5.307227553394661,5.30583771345218,3.485927745688581,0.5778908841358801,10105,1.895459224522475,3.4037295743629996,0.5761456299529115,17414,0.9958824202218918
Darryl,1950-2020,M,289910,14,11,2.0044082218311865,4.0122408778965175,3.2956541501507477,0.5762029595391673,Darrell,0.42379704046083266,167047,2.0511676037390916,6.492490044399406,6.492194781918961,4.0122408778965175,0.5762029595391673,167047,2.0511676037390916,3.9994847517963703,0.5760450238438658,289802,0.9996274705943223
Tory,1950-2020,M,18508,8,8,2.3525063015912338,5.107107056772812,4.097201496094379,0.6305921763561704,Tory,0.3694078236438297,11671,2.4417008861033067,7.576229911401702,7.574159403924503,5.107107056772812,0.6305921763561703,11671,2.4417008861033067,5.107107056772812,0.6305921763561704,18508,1.0
Jeri,1950-2020,M,349212,9,6,0.2338141619864538,1.1759397640937714,1.0676769024921193,0.03263633552111611,Jerry,0.9673636644788839,11397,1.0416308717913474,2.3301464793647195,2.3300718889511627,1.1759397640937714,0.03263633552111611,11397,1.0416308717913474,1.172358019780155,0.03232598109424234,349100,0.9996792779171392
Terri,1950-2020,M,334296,5,5,0.04973576763130063,1.0350753304441696,1.0092506114966877,0.004597721779500796,Terry,0.9954022782204992,1537,1.0079300978773302,1.4208782142829233,1.4208212364047494,1.0350753304441696,0.0045977217795008015,1537,1.0079300978773302,1.0350753304441696,0.004597721779500796,334296,1.0
Shawn,1950-2020,M,793728,6,6,1.343558367589857,2.5377648020543058,2.3104444118720604,0.4720168621996452,Sean,0.5279831378003548,374653,1.5648559708111596,3.1700321233614486,3.170021756684555,2.5377648020543053,0.4720168621996452,374653,1.5648559708111596,2.5377648020543058,0.4720168621996452,793728,1.0
Lindsey,1950-2020,M,8627,6,4,1.3051098521846272,2.471025420188191,2.1299428289134728,0.4276109887562305,Lindsey,0.5723890112437695,3689,1.5256752057493914,4.629130197090449,4.622271573038687,2.471025420188191,0.42761098875623044,3689,1.5256752057493914,2.2985702907636956,0.4191271615104105,8501,0.985394691086125
Bailey,1950-2020,M,21265,8,6,0.625685205764961,1.542943470010356,1.1990790880962996,0.08779684928285914,Bailey,0.9122031507171409,1867,1.209075946390783,4.913108272678426,4.909576328092265,1.542943470010356,0.08779684928285916,1867,1.209075946390783,1.522321479386923,0.0861638479295237,21227,0.9982130260992241
Jamie,1950-2020,M,165497,11,8,1.4640700519875758,2.7588558003357257,2.3201925537220984,0.48945902342640657,Jamie,0.5105409765735934,81004,1.6440418859556365,5.215662063179824,5.215253300911564,2.7588558003357257,0.4894590234264065,81004,1.6440418859556367,2.750425997865424,0.4892831237911025,165440,0.9996555828806565
Lori,1950-2020,M,1976,8,4,2.018468588458748,4.051534957385561,3.0607033562434154,0.5683198380566802,Lori,0.4316801619433198,1123,2.1199392712550607,7.5227079237165935,7.498229485196828,4.051534957385561,0.5683198380566802,1123,2.1199392712550607,2.8961621364941497,0.5237297599106645,1791,0.9063765182186235
Nikki,1950-2020,M,9597,6,6,1.6987187114733628,3.2461253510267656,2.2826588071236227,0.36563509430030217,Nicky,0.6343649056996978,3509,1.812232989475878,5.831688123683865,5.8294944183651545,3.2461253510267656,0.36563509430030217,3509,1.812232989475878,3.2461253510267656,0.36563509430030217,9597,1.0
Vicki,1950-2020,M,1035,4,4,1.8887593952311574,3.703166444811211,3.5249375614924694,0.6589371980676328,Vicky,0.34106280193236715,682,2.1082125603864736,3.99999100143922,3.999983634153827,3.703166444811211,0.6589371980676328,682,2.1082125603864736,3.703166444811211,0.6589371980676328,1035,1.0
Cory,1950-2020,M,342836,14,12,1.5752142208844309,2.9797973533811724,2.3703959110330675,0.46726131444772423,Corey,0.5327386855522758,160194,1.7158787291883,6.095232631624429,6.094949813939854,2.9797973533811724,0.4672613144477243,160194,1.7158787291883,2.9768196957617095,0.4672053675612602,342800,0.9998949935246007
Cody,1950-2020,M,321531,12,11,0.7219005037838062,1.6493533447837678,1.2587781618355678,0.11166885930128045,Cody,0.8883311406987195,35905,1.2377189135728748,4.959221786195905,4.958900428656324,1.6493533447837678,0.11166885930128044,35905,1.2377189135728748,1.6490028527878642,0.11165228209314981,321525,0.9999813392798829
Sydney,1950-2020,M,36688,2,2,0.5249920700793628,1.4389256707871736,1.26405237219991,0.11848560837331013,Sidney,0.8815143916266899,4347,1.1184856083733101,1.9999967262196114,1.9999966661911157,1.4389256707871736,0.11848560837331007,4347,1.1184856083733101,1.4389256707871736,0.11848560837331013,36688,1.0
Annabel,1950-2020,M,45,2,0,0.7642045065086203,1.6984332340231805,1.5283018867924527,0.2222222222222222,Anabel,0.7777777777777778,10,1.2222222222222223,,1.9999999999878226,1.6984332340231807,0.2222222222222222,10,1.2222222222222223,0.0,0.0,0,0.0
Isabel,1950-2020,M,895,3,1,0.3596447319327089,1.2831098889200354,1.1172566834552142,0.054748603351955305,Isabel,0.9452513966480447,49,1.077094972067039,2.878618638059708,2.8585382128057137,1.2831098889200354,0.054748603351955305,49,1.077094972067039,1.0,0.0,846,0.9452513966480447
Eleanor,1950-2020,M,31,1,0,-0.0,1.0,1.0,0.0,Eleanor,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Rachel,1950-2020,M,1690,2,2,0.491108042905153,1.4055239554415353,1.236491500284435,0.1071005917159763,Rachel,0.8928994082840237,181,1.1071005917159764,1.9999916629120968,1.9999879703354755,1.4055239554415353,0.10710059171597633,181,1.1071005917159764,1.4055239554415353,0.1071005917159763,1690,1.0
Sofia,1950-2020,M,610,2,2,0.8073573615239786,1.750002959093671,1.5936988718616427,0.2475409836065574,Sophia,0.7524590163934426,151,1.2475409836065574,1.9999999999999791,1.999999999999555,1.750002959093671,0.24754098360655738,151,1.2475409836065574,1.750002959093671,0.2475409836065574,610,1.0
Lee,1950-2020,M,127596,2,2,0.16883073503226148,1.1241470248899263,1.0513158295266862,0.025032132668735718,Lee,0.9749678673312643,3194,1.0250321326687357,1.9208232887545553,1.9207443449021386,1.1241470248899263,0.025032132668735697,3194,1.0250321326687357,1.1241470248899263,0.025032132668735718,127596,1.0
Zachary,1950-2020,M,632629,21,20,0.9508791635237986,1.9330502799623903,1.3601345733483146,0.1457173161521208,Zachary,0.8542826838478792,92185,1.3862421735329868,5.80155397056209,5.801411307815127,1.9330502799623903,0.14571731615212075,92185,1.3862421735329868,1.930347553478218,0.14558631025782098,632532,0.9998466715879291
Nicholas,1950-2020,M,1016699,29,29,0.9376420008290998,1.9153950796193355,1.388664822754857,0.1569353368105998,Nicholas,0.8430646631894002,159556,1.3519822484334105,5.102517814953247,5.102443358653274,1.9153950796193355,0.1569353368105998,159556,1.3519822484334105,1.9153950796193355,0.1569353368105998,1016699,1.0
Michael,1950-2020,M,4067580,15,15,0.2718600749366906,1.2073634852372626,1.0809011755760298,0.03875744300050643,Michael,0.9612425569994936,157649,1.0573166354441708,2.418981567335818,2.418974923655041,1.2073634852372626,0.038757443000506445,157649,1.0573166354441708,1.2073634852372626,0.03875744300050643,4067580,1.0
Christopher,1950-2020,M,2119516,17,17,0.3796617587027745,1.3010367903034152,1.1022457128584027,0.0479930323715414,Christopher,0.9520069676284586,101722,1.1137066198132026,3.5533134567514586,3.5532776979597727,1.3010367903034152,0.04799303237154143,101722,1.1137066198132026,1.3010367903034152,0.0479930323715414,2119516,1.0
Stephanie,1950-2020,M,2669,3,1,0.13863764822161823,1.1008650666744193,1.0366798297027657,0.017984263769201925,Stephanie,0.9820157362307981,48,1.0198576245784938,1.9829119771699704,1.973913238649121,1.1008650666744193,0.01798426376920195,48,1.0198576245784938,1.0,0.0,2621,0.9820157362307981
Tyreek,1950-2020,M,8521,11,7,2.6064482082899936,6.090025243893559,5.3861740251745935,0.7428705550991668,Tyreek,0.2571294449008332,6330,2.9282948010796854,7.717422800674268,7.712007346564138,6.090025243893559,0.7428705550991668,6330,2.9282948010796854,5.757845094208034,0.7394458318468308,8409,0.9868560028165708
Rashawn,1950-2020,M,11261,8,3,1.5510567094242342,2.9303169317909425,2.4902778612113563,0.45022644525352984,Rashawn,0.5497735547464702,5070,1.6672586804013854,4.426536103898698,4.4217125235434995,2.9303169317909425,0.4502264452535299,5070,1.6672586804013854,2.6558619732469415,0.4399819086386251,11055,0.9817067755971939
Tyesha,1950-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Akilah,1950-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Myesha,1950-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Deonte,1950-2020,M,16568,9,7,2.033442084070754,4.093804148406379,3.207714895655608,0.5229357798165137,Deonte,0.47706422018348627,8664,2.065427329792371,6.488378763291946,6.4851963742941425,4.093804148406379,0.5229357798165137,8664,2.065427329792371,4.019211064255444,0.5213758023495216,16514,0.9967407049734428
Devonte,1950-2020,M,32198,26,14,2.711743616450735,6.551129268191866,4.631088303191873,0.6505373004534443,Devonte,0.3494626995465557,20946,2.954748742157898,11.142153257586376,11.137315512693302,6.551129268191866,0.6505373004534443,20946,2.954748742157898,6.228048092455694,0.6475158198107889,31922,0.9914280390086341
Trevon,1950-2020,M,23035,16,11,1.6865299568008947,3.218815660132865,2.260730328863563,0.3986976340351639,Trevon,0.6013023659648361,9184,1.8685044497503798,8.272836234666748,8.265654304942599,3.218815660132865,0.3986976340351639,9184,1.8685044497503798,3.1268309469305064,0.396023198011599,22933,0.9955719557195571
Sherilyn,1950-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jerilyn,1950-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Georgeann,1950-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Annalee,1950-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Nisha,1950-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jessalyn,1950-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Lilyann,1950-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Maylee,1950-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Shaylee,1950-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jaylee,1950-2020,M,123,1,1,-0.0,1.0,1.0,0.0,Jaylee,1.0,0,1.0,1.0,1.0,1.0,0.0,0,1.0,1.0,0.0,123,1.0
Kenisha,1950-2020,M,5,1,0,-0.0,1.0,1.0,0.0,Kenisha,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Tanisha,1950-2020,M,21,1,0,-0.0,1.0,1.0,0.0,Tanisha,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Janine,1950-2020,M,22,2,0,1.0,2.0,2.0,0.5,Janine,0.5,11,1.5,,2.0,2.0,0.5,11,1.5,0.0,0.0,0,0.0
Janelle,1950-2020,M,141,3,0,1.3473478496066538,2.5444394318032,2.221589004358029,0.3900709219858156,Janelle,0.6099290780141844,55,1.5531914893617023,2.9999999999999987,2.999999981530926,2.5444394318032,0.3900709219858156,55,1.5531914893617023,0.0,0.0,0,0.0
Janae,1950-2020,M,16,3,0,1.579434002924965,2.9885258109664425,2.9767441860465116,0.625,Janae,0.375,10,1.9375,,3.0,2.9885258109664425,0.625,10,1.9375,0.0,0.0,0,0.0
Chanel,1950-2020,M,45,2,0,0.8366407419411672,1.7858869300686604,1.6423357664233578,0.2666666666666667,Chanel,0.7333333333333333,12,1.2666666666666666,,1.9999999999999662,1.7858869300686604,0.26666666666666666,12,1.2666666666666666,0.0,0.0,0,0.0
Cadence,1950-2020,M,4344,11,6,2.2617773286660414,4.795819392054957,3.8524617139086708,0.6141804788213627,Cadence,0.3858195211786372,2668,2.3183701657458564,7.117691948529842,7.104295971726513,4.795819392054957,0.6141804788213628,2668,2.3183701657458564,4.463216716243396,0.6088681446907818,4285,0.9864180478821363
Maisie,1950-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jamir,1950-2020,M,16046,21,13,2.843528034273815,7.177731885709244,4.501915770846901,0.5843200797706594,Jamir,0.41567992022934064,9376,3.289480244297644,12.549751641533772,12.540124145560156,7.177731885709244,0.5843200797706594,9376,3.289480244297644,6.733708529167051,0.5792329043653798,15852,0.9879097594416054
Emmalyn,1950-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Marilee,1950-2020,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Macy,1950-2020,M,351,3,1,0.4153060323610805,1.3335815336968688,1.1483097055616138,0.06837606837606836,Macy,0.9316239316239316,24,1.0854700854700854,2.8665694917188347,2.8165082676948607,1.3335815336968688,0.06837606837606838,24,1.0854700854700854,1.0,0.0,327,0.9316239316239316
Journey,1950-2020,M,1675,7,2,0.609108200896568,1.5253160463679902,1.2158484449924052,0.09552238805970148,Journey,0.9044776119402985,160,1.1695522388059703,4.259896157122024,4.212829360624744,1.5253160463679902,0.0955223880597015,160,1.1695522388059703,1.2771163659740115,0.06654343807763397,1623,0.968955223880597
Jacqueline,1950-2020,M,1423,6,2,1.206102371227166,2.3071349147466953,1.6282760655932802,0.2255797610681658,Jacqueline,0.7744202389318342,321,1.4891075193253691,5.119169421963655,5.098173293111071,2.3071349147466953,0.22557976106816585,321,1.4891075193253693,1.3366184086936639,0.08471760797342198,1204,0.8460997891777934
Kaylin,1980-2025,ALL,161393,55,45,4.616708024714034,24.53395682482135,17.43883856998361,0.877386255909488,Kaylin,0.12261374409051198,141604,9.66333112340684,27.904259449416326,27.901326363297677,19.101350745597244,0.8536305787735528,137770,7.621513944223108,24.319776745761136,0.8772196508121657,161174,0.9986430638255687
Shaelyn,1980-2025,ALL,17297,28,15,3.561747141190988,11.808445417093298,9.105355154283995,0.7989824825114181,Shaelyn,0.20101751748858185,13820,4.906978088685899,15.670282850227167,15.659348162199969,11.230182895024221,0.7939527085621784,13733,4.71972018269064,10.552769497046251,0.7938089307952322,16863,0.9749089437474706
Shante,1980-2025,ALL,17345,25,18,3.5644684006339347,11.830739919890478,7.735419586742386,0.7260305563562987,Shante,0.27396944364370135,12593,5.166676275583741,17.131623127020788,17.122039859508103,11.706037279587397,0.7260305563562987,12593,5.146785817238397,11.249566957112062,0.723157588115351,17165,0.9896223695589507
Charisse,1980-2025,ALL,12847,41,21,4.170184002067083,18.003231750032995,12.261318968308903,0.8229936950260761,Cherise,0.17700630497392386,10573,7.3277808048571655,22.75642501931544,22.731511108532146,18.003231750032995,0.8229936950260761,10573,7.327780804857165,14.985673794284194,0.8143976493633692,12252,0.9536856853740173
Kamiyah,1980-2025,ALL,1374,9,4,2.3761855038420303,5.191622571277914,4.517314318529863,0.7023289665211063,Kamaiyah,0.29767103347889373,965,2.583697234352256,7.427889423064648,7.378381858023831,5.191622571277914,0.7023289665211062,965,2.583697234352256,3.920343431115532,0.675654242664552,1261,0.9177583697234353
Kayson,1980-2025,ALL,98521,46,27,3.8011335094909975,13.939757023780707,10.356884363715961,0.8428050872402838,Kayson,0.1571949127597162,83034,5.711513281432385,18.22812952361046,18.225239706744475,13.707529674152967,0.841292719318724,82885,5.6321596410917465,13.284826851979158,0.8415133342884628,97718,0.9918494534160229
Kaliyah,1980-2025,ALL,19803,15,13,1.9376795178641308,3.830889779569544,2.224655986647939,0.3460081805787002,Kaliyah,0.6539918194212998,6852,2.165580972579912,9.940228882666808,9.932219174433744,3.830478984232605,0.3460081805787002,6852,2.165580972579912,3.7531832014951765,0.34375475044337467,19735,0.9965661768418926
Daylen,1980-2025,ALL,24319,26,20,3.5747665604139,11.915491527243502,9.02760612521493,0.822196636374851,Daylen,0.17780336362514906,19995,5.031086804556108,16.682986034611734,16.673109102758477,8.763146874699698,0.7549652535054895,18360,3.8522554381347915,11.48009447275652,0.820789124668435,24128,0.9921460586372794
Denisha,1980-2025,ALL,14898,43,22,3.971616765289466,15.68829610172961,9.122169943887762,0.7476171298160827,Denisha,0.2523828701839173,11138,6.717680225533629,22.790137192782566,22.763888327622453,15.68829610172961,0.7476171298160827,11138,6.717680225533629,12.911078401929375,0.7350433373264745,14191,0.9525439656329708
Shani,1980-2025,ALL,3554,10,5,1.6077122100110834,3.047681646005873,1.9064560932589403,0.28728193584693307,Shawnee,0.7127180641530669,1021,1.806978052898143,7.70676409028764,7.685802716873051,3.033660519464965,0.287281935846933,1021,1.806978052898143,2.4098936679449148,0.24590651979755884,3359,0.9451322453573439
Jaylen,1980-2025,ALL,201966,58,34,3.658542973913151,12.627901206864445,8.06304193467154,0.7724815067882713,Jaylen,0.2275184932117287,156015,5.343384530069418,18.369414490281923,18.36799366558936,8.941516450159938,0.727251121475892,146880,4.280968083736867,12.300177338263728,0.771606226887749,201192,0.9961676717863402
Janiece,1980-2025,ALL,5536,22,8,3.004785745932303,8.026581875070805,5.3801940130449175,0.7088150289017341,Janiece,0.2911849710982659,3924,3.5953757225433525,13.475400669337509,13.443424154266019,8.026581875070805,0.7088150289017341,3924,3.5953757225433525,5.628123527002629,0.6788844621513944,5020,0.9067919075144508
Makiyah,1980-2025,ALL,1826,9,6,2.655058180868238,6.298717821524321,5.458348748809052,0.712486308871851,Makaiya,0.28751369112814895,1301,2.986856516976999,7.785539938678069,7.768572923972089,5.811750458807449,0.6894852135815991,1259,2.839539978094195,5.370657067960666,0.6942341292952825,1717,0.9403066812705367
Keshawn,1980-2025,ALL,18680,21,13,2.9421380111529905,7.685494086517964,5.236315511605396,0.6641862955032121,Keshawn,0.335813704496788,12407,3.3979122055674518,12.797262785110128,12.788269926849491,7.5924060606171135,0.664186295503212,12407,3.387419700214133,7.099639513059939,0.6589092490892284,18391,0.9845289079229123
Kian,1980-2025,ALL,17665,4,3,0.9088599338146256,1.8775611999711976,1.5921732362745737,0.23662609680158508,Kian,0.7633739031984149,4180,1.2623266345881687,2.972673194943875,2.9719358853384974,1.8771917365675326,0.23662609680158506,4180,1.2623266345881687,1.869235177770002,0.23619371282922685,17655,0.9994339088593264
Kiana,1980-2025,ALL,54362,31,21,2.7753565114972263,6.846451856969987,3.708519272005154,0.5204002796070785,Kiana,0.47959972039292154,28290,3.376163496560097,14.239478426722068,14.235116398537572,6.844693321101389,0.5204002796070785,28290,3.376163496560097,6.591995140821584,0.517533633116823,54039,0.9940583495824289
Caitlin,1980-2025,ALL,632094,57,41,3.0978184008730927,8.561231875184514,6.069477514062762,0.7360440061130149,Kaitlyn,0.26395599388698515,465249,3.7746616800665724,13.30979017896645,13.309433644112316,8.555961648398524,0.7359633219109816,465198,3.773391299395343,8.491737539650936,0.7357819173448494,631467,0.9990080589279443
Michaela,1980-2025,ALL,305786,99,53,3.184454428723757,9.091097235599456,5.115568850248905,0.6464847965570693,Makayla,0.3535152034429307,197686,4.636212907065726,16.855532373627664,16.85418368214119,9.088137393754216,0.6464847965570694,197686,4.636003610368036,8.802143135706693,0.6449789647573476,304489,0.9957584716108652
Kaylee,1980-2025,ALL,353908,67,54,3.6103604432150096,12.213124620019979,5.415796707818721,0.6034788702148581,Kaylee,0.3965211297851419,213576,6.063022028323745,21.970454548457397,21.96912488297491,12.162452992251504,0.603235869208947,213490,6.039792827514495,12.103593901120814,0.6030010014654211,353482,0.9987962973428123
Carly,1980-2025,ALL,181625,19,19,3.217828386683061,9.303853542597334,6.135826687299719,0.6498224363386098,Carly,0.35017756366139025,118024,4.392104611149346,13.038792784582922,13.038396156304142,9.295536642181144,0.6498224363386098,118024,4.3917522367515485,9.303853542597334,0.6498224363386098,181625,1.0
Hailey,1980-2025,ALL,493012,26,25,2.5559094211114246,5.88038013723202,3.940522712149242,0.6323091527183923,Hailey,0.3676908472816077,311736,2.806526007480548,11.433319004317068,11.432952463328443,5.877210585304622,0.6316296560732801,311401,2.805840425790853,5.8758031684096865,0.6322755884268115,492967,0.9999087243312536
Christy,1980-2025,ALL,124141,27,14,2.6939120601765216,6.4706563544570805,5.361784644023537,0.7486245478931215,Kristy,0.25137545210687845,92935,2.999991944643591,9.022415974251707,9.021629190557096,6.460248469930574,0.7473276355112332,92774,2.997067850267035,6.334884224862972,0.7478873467013525,123778,0.9970759056234443
Taylin,1980-2025,ALL,17472,16,12,3.119460758558123,8.690629964275514,7.3439997436451,0.7898351648351648,Taylin,0.21016483516483517,13800,3.8749427655677655,10.807414525162477,10.803528143287961,6.8436255259410705,0.7178342490842491,12542,3.301625457875458,8.544586044252707,0.7892320055102744,17422,0.9971382783882784
Cambrie,1980-2025,ALL,11540,12,11,3.0353276568102108,8.198316328486266,7.0681585855572875,0.7927209705372618,Cambrie,0.2072790294627383,9148,3.716724436741768,10.266369795129904,10.260160734192716,8.198316328486266,0.7927209705372616,9148,3.716724436741768,8.033533091720614,0.7917283413147584,11485,0.9952339688041595
Maylin,1980-2025,ALL,10820,10,7,2.467856368387994,5.532211713539158,4.562857441514424,0.71090573012939,Maylin,0.28909426987061,7692,2.6541589648798523,8.105032091831013,8.099667273325394,5.311015312606301,0.7039741219963032,7617,2.5953789279112756,5.150701591798986,0.7062359128474831,10648,0.9841035120147874
Braylen,1980-2025,ALL,70111,21,21,2.97357423938091,7.854798352994896,5.827365580363117,0.7295859422915092,Braylon,0.2704140577084908,51152,3.4951006261499624,12.655164104772105,12.652326153101304,5.000386421196443,0.5754161258575687,40343,2.5624937598950237,7.854798352994896,0.7295859422915092,70111,1.0
Raylee,1980-2025,ALL,15951,18,16,2.968369109179857,7.826509920432469,5.463226623358986,0.6783273775938813,Raylee,0.3216726224061187,10820,3.496834054291267,13.222886672530612,13.21144604119575,7.7362188970601,0.6780766096169519,10816,3.477587612061939,7.715776006311196,0.6774984286612193,15910,0.9974296282364742
Chantel,1980-2025,ALL,36731,20,19,2.9351147310843158,7.648170741379385,5.3787027498115405,0.6819307941520787,Chantel,0.31806920584792137,25048,3.3866488796929026,12.685191719450962,12.679700129997453,7.641143958007082,0.681250170155999,25023,3.385342081620429,7.5793126785690825,0.6813930022634923,36669,0.9983120524897225
Jaycee,1980-2025,ALL,42319,17,13,2.9616445443569757,7.790114559484927,6.044832192443665,0.7049315910111298,Jaycee,0.29506840898887027,29832,3.470001654103358,10.757662801814604,10.755667758999214,7.506152044854982,0.7049315910111298,29832,3.416030624542168,7.669684728765286,0.7041626193465849,42209,0.9974006947234103
Lakeisha,1980-2025,ALL,20313,15,11,2.456302889913702,5.488085242041538,3.7941823244431,0.5974499089253187,Lakeisha,0.40255009107468126,12136,2.617634027470093,10.444955704116316,10.438228441864606,5.48316663877335,0.5974499089253188,12136,2.6176340274700927,5.131277442098179,0.5919660678642715,20040,0.986560330822626
Deshawn,1980-2025,ALL,43451,15,14,2.811477650021621,7.0200322098140076,5.053123442393723,0.6507560240270649,Deshawn,0.34924397597293505,28276,3.1303997606499276,11.027301725693539,11.024697139199075,6.97955300757938,0.650756024027065,28276,3.1291109525672596,6.999223270700237,0.6506032418493277,43432,0.9995627258290949
Jerrell,1980-2025,ALL,18792,18,14,3.208902441340543,9.24646836189989,7.1316280263993175,0.7553746275010643,Jerrell,0.2446253724989357,14195,3.9537569178373775,13.08157149741749,13.073781703399199,9.21275762880874,0.7553746275010643,14195,3.947371221796509,8.757906486430741,0.7523701788407671,18564,0.98786717752235
Annalise,1980-2025,ALL,39715,20,20,2.695693716196319,6.47865222676547,4.1347225098543055,0.5708422510386504,Annalise,0.4291577489613496,22671,3.056930630744051,12.134944697982592,12.129623176587371,6.47865222676547,0.5708422510386504,22671,3.056930630744051,6.47865222676547,0.5708422510386504,39715,1.0
Aaliyah,1980-2025,ALL,230209,39,39,2.6721028001320835,6.3735749071471215,3.504753209471604,0.5224556815763067,Aaliyah,0.47754431842369327,120274,3.400249338644449,14.192548572722211,14.191127525375798,6.372042371079939,0.5224556815763067,120274,3.400249338644449,6.3735749071471215,0.5224556815763067,230209,1.0
Riley,1980-2025,ALL,410011,57,29,2.1321351162848385,4.383657600087184,2.65200615657881,0.42403740387453015,Riley,0.5759625961254699,173860,2.3564928745814138,10.045212158740553,10.04473057717449,4.001249148234285,0.4240374038745302,173860,2.289384918941199,4.298755284834129,0.42271531661907924,409072,0.9977098175414806
Jayden,1980-2025,ALL,495561,75,37,2.325318574434011,5.011764324955934,2.8034137868360385,0.44295858632943275,Jayden,0.5570414136705673,219513,2.7708031907272765,12.42487870749172,12.42433404608158,4.66586693272816,0.4429585863294327,219513,2.623943369232042,4.945926320445641,0.4421458292495135,494839,0.9985430653340356
Kayden,1980-2025,ALL,391892,85,48,3.2711048018154942,9.653852617911236,6.829906360546779,0.7914808161432232,Kayden,0.20851918385677687,310175,4.559922121400795,14.69357235673702,14.692736108116108,9.374045608624082,0.7914808161432232,310175,4.488029865371071,9.417941337464178,0.7908141192853834,390643,0.9968128974309248
Mackenzie,1980-2025,ALL,279957,27,27,1.964516836598409,3.9028197568005445,2.7566361659081546,0.4709294641677114,Mackenzie,0.5290705358322886,131840,2.185307029293784,8.569411540857688,8.568652065073739,3.874981340902047,0.4709294641677115,131840,2.1808634897502115,3.9028197568005445,0.4709294641677114,279957,1.0
Brittany,1980-2025,ALL,536264,42,42,1.9042435397854824,3.7431258110050423,2.1089193555990025,0.3322785046171288,Brittany,0.6677214953828712,178189,2.378695940805275,10.97044345334257,10.969926332798375,3.7422086526011555,0.3322785046171289,178189,2.3786847522861874,3.7431258110050423,0.3322785046171288,536264,1.0
Sherry,1980-2025,ALL,29671,10,7,2.1702218448964743,4.500925998176608,3.5703711535107217,0.5671194095244515,Sherry,0.4328805904755485,16827,2.2187657982541875,7.077623416411529,7.0755784007123355,4.494465167183323,0.5671194095244515,16827,2.2187657982541875,4.363255065745055,0.5647577092511014,29510,0.9945738262950355
Kira,1980-2025,ALL,105831,14,14,2.196312111624304,4.5830629812793475,3.6099172970799196,0.6350218744980205,Kira,0.36497812550197956,67205,2.2988349349434474,8.261605828256169,8.260399447938452,4.582470623415923,0.6350218744980204,67205,2.298721546616776,4.5830629812793475,0.6350218744980205,105831,1.0
Katherine,1980-2025,ALL,634604,21,17,1.91795485382903,3.7788699101849765,2.971883743069936,0.5162447762699258,Katherine,0.4837552237300742,327611,2.0063709021689116,6.90876650510174,6.908577570127366,3.77841421330065,0.5162447762699258,327611,2.0063709021689116,3.770778778006234,0.5161281170649901,634451,0.9997589047658068
Kristen,1980-2025,ALL,304429,17,13,1.8507921187347367,3.60698173774084,2.616004547380127,0.49363562604088307,Kristen,0.5063643739591169,150277,1.989596917507859,8.361608495325012,8.361182107309665,3.5555344647269713,0.4925220659004234,149938,1.9820187958440227,3.586759872934413,0.49328608666782814,304219,0.999310183983786
Carrie,1980-2025,ALL,149986,16,15,2.775351312103895,6.846427182779687,5.094379457008478,0.6552611577080527,Carrie,0.34473884229194723,98280,3.059652234208526,10.500233730502448,10.499494293611981,5.7878658677727985,0.5968157027989279,89514,2.715266758230768,6.830832586427869,0.655150795662207,149938,0.9996799701305455
Megan,1980-2025,ALL,552260,20,19,1.4106090859949862,2.6584937707893075,1.8403164261621374,0.2836834099880491,Megan,0.7163165900119509,156667,1.5663672907688408,6.227187326325184,6.227018284905251,2.658214987473029,0.2836834099880491,156667,1.5663672907688408,2.6556570842431486,0.28359909090085933,552195,0.9998823018143628
Jocelyn,1980-2025,ALL,156188,23,23,2.1052634094706075,4.302763095192644,2.302716892772668,0.3566471175762542,Jocelyn,0.6433528824237458,55704,2.49826491151689,11.932484266236392,11.931073841063142,4.299811813977961,0.3566471175762543,55704,2.4982200937331935,4.302763095192644,0.3566471175762542,156188,1.0
Madelyn,1980-2025,ALL,195867,21,21,2.360796317688733,5.13653799898168,3.1667464478495178,0.47515405862141147,Madelyn,0.5248459413785885,93067,2.6057630943446317,9.984251730819965,9.983427709533828,5.135692631216373,0.47515405862141147,93067,2.6057630943446317,5.13653799898168,0.47515405862141147,195867,1.0
Adalyn,1980-2025,ALL,136626,22,22,3.0611632405245666,8.346453093553352,6.117150837709491,0.7496084200664588,Adalynn,0.2503915799335412,102416,3.646070294087509,13.167133810032526,13.165808742477,8.345463340870191,0.7495645045598934,102410,3.645872674307965,8.346453093553352,0.7496084200664588,136626,1.0
Crystal,1980-2025,ALL,327880,23,20,1.5895738890572535,3.0096044539919373,2.0260040678563085,0.32996523118213983,Crystal,0.6700347688178602,108189,1.740109186287666,7.511349576366244,7.510975605001511,3.008758313513711,0.32996523118213983,108189,1.7400939368061485,2.9891328403465076,0.32939869293016244,327603,0.9991551787239233
Kelsey,1980-2025,ALL,204538,17,17,1.5498426765658557,2.9278520972036315,1.756856220094003,0.25428526728529666,Kelsey,0.7457147327147033,52011,1.840474630630983,9.02751415057576,9.026727788851348,2.9103155489796646,0.2542852672852966,52011,1.8277337218511964,2.9278520972036315,0.25428526728529666,204538,1.0
Casey,1980-2025,ALL,248052,19,17,1.913117828840578,3.7662214431859096,2.311664255049419,0.36890651960072884,Casey,0.6310934803992712,91508,2.051509360940448,9.159588304147793,9.15901872155327,3.373803127760292,0.3689065196007289,91508,2.041059939045039,3.7546014066916547,0.3686621820000323,247956,0.9996129843742441
Aidan,1980-2025,ALL,539242,36,36,2.247530024334841,4.748691467609299,3.188473070745848,0.5180512645528352,Aiden,0.4819487354471647,279355,2.4901361540829536,10.093360438695315,10.092945761886732,4.720556116660215,0.5169997885921349,278788,2.4785346838710636,4.748691467609299,0.5180512645528352,539242,1.0
Muhammad,1980-2025,ALL,79632,8,8,2.3794046664769732,5.203219850497655,4.671455804560044,0.7316405465139643,Muhammad,0.26835945348603574,58262,2.656557665260197,6.816285547426523,6.815784654311454,5.202199910716266,0.731514968856741,58252,2.6563065099457503,5.203219850497655,0.7316405465139643,79632,1.0
Alistair,1980-2025,ALL,9000,8,7,2.2608076958703793,4.792597213221084,3.706261312104357,0.5584444444444445,Alistair,0.44155555555555553,5026,2.348,7.288051937748851,7.282585419212692,4.7855617661252206,0.5577777777777778,5020,2.346,4.601278909753631,0.5539842873176206,8910,0.99
Kane,1980-2025,ALL,38383,10,8,2.216474247666538,4.647562439304593,3.33735251839897,0.5093921788291691,Kane,0.49060782117083085,19552,2.3029205637912615,7.432207519862971,7.431040787175607,4.644457250310176,0.5093921788291692,19552,2.302920563791262,4.604512719612462,0.5086881653099562,38328,0.9985670739650366
Reese,1980-2025,ALL,101977,7,7,1.464278879836087,2.759255169296928,2.292642089077586,0.4028261274601136,Reese,0.5971738725398864,41079,1.5921433264363534,4.198349409441361,4.197909761077942,2.29189885989035,0.36839679535581554,37568,1.5574884532786806,2.759255169296928,0.4028261274601136,101977,1.0
Shay,1980-2025,ALL,38954,5,5,1.7705652253958568,3.411876025018628,2.9738262879933597,0.5289572316065103,Shea,0.47104276839348974,20605,1.8548801150074445,4.476569753340299,4.4761253828552645,3.3654671656549,0.5289572316065102,20605,1.8548801150074448,3.411876025018628,0.5289572316065103,38954,1.0
Blaze,1980-2025,ALL,20999,7,5,1.7715537968095223,3.4142147306122603,2.8846231846084716,0.5765512643459212,Blaze,0.42344873565407876,12107,1.8690413829229964,5.123653874666319,5.122100061492353,3.3976000778687308,0.5629315681699129,11821,1.855421686746988,3.3351715573912832,0.5748302572439514,20914,0.9959521881994381
Darryl,1980-2025,ALL,73799,11,9,2.080579373983771,4.229770460835972,3.518693835069689,0.6169324787598748,Darrell,0.3830675212401252,45529,2.145001964796271,6.59966474305022,6.598749848732108,4.175265629212452,0.6048862450710715,44640,2.120638491036464,4.195389907116999,0.6164855588566467,73713,0.9988346725565387
Tory,1980-2025,ALL,54804,8,8,2.0088040736387263,4.024484708492023,2.569668681197012,0.40168600832056056,Tori,0.5983139916794394,22014,2.1913363988030072,7.788330061657607,7.787871283927667,3.1581446319262523,0.33484782132691043,18351,1.9044960221881615,4.024484708492023,0.40168600832056056,54804,1.0
Jeri,1980-2025,ALL,70787,10,7,0.8686969648640613,1.8260129094707231,1.3188787946431746,0.131549578312402,Jerry,0.868450421687598,9312,1.3242261997259384,5.690487824017904,5.6894681598797385,1.3691897917623728,0.0953141113481289,6747,1.183183352875528,1.8065914257764062,0.13038250438522037,70692,0.9986579456679899
Terri,1980-2025,ALL,71476,6,4,1.1581766324882545,2.2317518664630986,1.7504957222556816,0.268355811741004,Terry,0.731644188258996,19181,1.3828278023392466,3.8183862411518845,3.8181478469059695,1.4495634336837526,0.14512563657731267,10373,1.2222144496054619,2.2279082589577013,0.2682227166505744,71463,0.9998181207678102
Shawn,1980-2025,ALL,484300,6,6,1.3079094056929779,2.4758251068891597,2.1796292860042104,0.40518067313648565,Sean,0.5948193268635144,196229,1.5035473879826553,3.1786305303918274,3.178612757636709,2.464662697888212,0.3998823043568036,193663,1.4978628948998554,2.4758251068891597,0.40518067313648565,484300,1.0
Lindsey,1980-2025,ALL,312184,41,28,1.964082401712744,3.901644688093341,2.664192423049734,0.5185403479998976,Lindsey,0.4814596520001025,161880,2.327393460267022,9.753417574910198,9.752660943420576,3.896961490595796,0.5185403479998975,161880,2.325942392947749,3.841896349700578,0.5176395454443343,311601,0.9981325115957256
Bailey,1980-2025,ALL,189994,18,16,1.7440791474859256,3.3498097184238085,2.029854643792088,0.3147783614219396,Bailey,0.6852216385780604,59806,1.9462561975641337,9.091295510466578,9.090438403188339,3.26231490114562,0.31477836142193966,59806,1.9256713369895893,3.338002766375212,0.31447888747887165,189911,0.9995631440992874
Jamie,1980-2025,ALL,314646,12,11,1.6199616890108623,3.073668739745224,2.1585314131128954,0.3630778716398747,Jamie,0.6369221283601253,114241,1.7212772449037965,7.179085095381122,7.178779556955407,2.7732025535104765,0.3296212251228365,103714,1.6693363335303801,3.0726691725325055,0.3630576284976925,314636,0.9999682182516224
Lori,1980-2025,ALL,47860,13,9,1.5269144563447852,2.881688624775027,2.100344277606624,0.35990388633514414,Lori,0.6400961136648559,17225,1.643689928959465,6.724165130156923,6.72198626022328,2.8808918936956034,0.3599038863351442,17225,1.643689928959465,2.842890205084577,0.35867107687154576,47768,0.9980777267028834
Nikki,1980-2025,ALL,33037,9,9,1.6309287048048746,3.0971230538073025,2.013185087639785,0.31134788267699853,Nikki,0.6886521173230015,10286,1.7736174592123983,7.000864447890692,6.998888060431732,2.8077137065271764,0.2839846233011472,9382,1.6535399703362896,3.0971230538073025,0.31134788267699853,33037,1.0
Vicki,1980-2025,ALL,13061,7,6,1.825596886735068,3.5445362553393474,3.023180365071557,0.5470484648954904,Vicky,0.4529515351045096,7145,1.8962560294005053,5.477568255463638,5.473822274611518,3.533774757099761,0.5470484648954904,7145,1.896256029400505,3.505387563023027,0.5462146199278975,13037,0.998162468417426
Cory,1980-2025,ALL,292402,14,14,2.0873048293238368,4.249534542024491,2.978779843776472,0.5286010355606323,Corey,0.47139896443936774,154564,2.204605303657294,8.981608609685619,8.981218590295924,3.451279821434706,0.5062345674790186,148024,1.9616897285244288,4.249534542024491,0.5286010355606323,292402,1.0
Cody,1980-2025,ALL,331902,12,11,0.9397111478282413,1.9181441550021756,1.3599194021801595,0.14614554898735166,Cody,0.8538544510126483,48506,1.3602720080023623,6.146841922245992,6.146515574151754,1.784451063072346,0.1461455489873517,48506,1.3252586606889987,1.9177534133883811,0.1461301130474606,331896,0.9999819223746769
Sydney,1980-2025,ALL,229624,17,13,1.2701461547233652,2.4118599806639476,1.6664462081202047,0.24004023969619903,Sydney,0.759959760303801,55119,1.4994295021426332,6.285933435378039,6.285523147332352,2.2061758551892434,0.1974445179946347,45338,1.456833780441069,2.402913840082323,0.23972238681119518,229528,0.9995819252342961
Annabel,1980-2025,ALL,82667,6,6,1.7556874671816378,3.3768719344917946,2.394810654755481,0.3841919992258096,Annabelle,0.6158080007741904,31760,1.8627505534251878,5.780318366060284,5.780081504298291,3.3742784087736055,0.38388958109039883,31735,1.861601364510627,3.3768719344917946,0.3841919992258096,82667,1.0
Isabel,1980-2025,ALL,192782,13,10,1.6464269764959008,3.130573506733341,2.4768683165690617,0.5281561556576859,Isabel,0.47184384434231413,101819,1.8167152534987707,6.754050480204811,6.753542251193469,3.1267391551074217,0.5281561556576859,101819,1.8167152534987707,3.11552664391878,0.5278671677116638,192664,0.9993879096596155
Eleanor,1980-2025,ALL,112246,13,13,0.7632119677541465,1.697265155523681,1.2323549899903055,0.10020847068046967,Eleanor,0.8997915293195303,11248,1.348796393635408,6.31482337932658,6.313522300856068,1.6971757217747974,0.10020847068046969,11248,1.348796393635408,1.697265155523681,0.10020847068046967,112246,1.0
Rachel,1980-2025,ALL,470296,9,8,0.815408798858034,1.7597967332913858,1.3901824831009117,0.16232117645057575,Rachel,0.8376788235494242,76339,1.2262851480769559,4.040739178928589,4.040596838316493,1.7596475642523073,0.1623211764505758,76339,1.2262851480769559,1.7581333658002485,0.16223923444976074,470250,0.9999021892595301
Sofia,1980-2025,ALL,594662,6,6,0.9231606093219746,1.8962650219148234,1.7511235716983187,0.3088611681930239,Sophia,0.6911388318069761,183668,1.3145585223202425,2.3059095293326077,2.3058857404319344,1.89625222358701,0.30886116819302395,183668,1.3145585223202425,1.8962650219148234,0.3088611681930239,594662,1.0
Lee,1980-2025,ALL,58308,2,2,0.7915745558018432,1.7309626027772733,1.5689587931070132,0.23792618508609453,Lee,0.7620738149139055,13873,1.2379261850860945,1.9999999999984577,1.9999999999984162,1.311507595073633,0.1137236742814022,6631,1.113723674281402,1.7309626027772733,0.23792618508609453,58308,1.0
Zachary,1980-2025,ALL,617945,21,21,0.9552641564365646,1.9389346189209737,1.3614889025821426,0.14614731084481625,Zachary,0.8538526891551838,90311,1.38978711697643,5.846413996768482,5.846264837687396,1.9384963338051697,0.14614731084481627,90311,1.3896155806746555,1.9389346189209737,0.14614731084481625,617945,1.0
Nicholas,1980-2025,ALL,926426,29,29,0.9933523633759442,1.990805617994427,1.435945817977891,0.17263872127941138,Nicholas,0.8273612787205886,159937,1.3765125331111174,5.124914457014154,5.124835533916899,1.9905651907795685,0.1726387212794114,159937,1.3765125331111174,1.990805617994427,0.17263872127941138,926426,1.0
Michael,1980-2025,ALL,1646138,15,14,0.3033171176441627,1.2339783798028416,1.080181787887025,0.03820396588864361,Michael,0.9617960341113564,62889,1.079927685285195,3.0095105027400426,3.009475333539933,1.2300472463901382,0.0382039658886436,62889,1.0790328635873785,1.2338736137716626,0.038197538829021105,1646127,0.9999933176926843
Christopher,1980-2025,ALL,1340179,17,17,0.4642008514945816,1.379552969336015,1.1319880376888216,0.06083739560163237,Christopher,0.9391626043983676,81533,1.1453238709157507,4.027705263961413,4.027640349222464,1.379407066886914,0.060837395601632316,81533,1.1453238709157507,1.379552969336015,0.06083739560163237,1340179,1.0
Stephanie,1980-2025,ALL,496171,18,18,0.820346875807434,1.7658305107479062,1.270613094175983,0.1146278198443682,Stephanie,0.8853721801556318,56875,1.3383631852728193,6.100417998739493,6.100157066986497,1.7653971254251146,0.11462781984436818,56875,1.3383631852728193,1.7658305107479062,0.1146278198443682,496171,1.0
Tyreek,1980-2025,ALL,9038,11,7,2.589602254147021,6.0193272539091085,5.315266016930415,0.7393228590396106,Tyreek,0.26067714096038946,6682,2.900531090949325,7.662598390818794,7.657476927017321,6.0193272539091085,0.7393228590396105,6682,2.900531090949325,5.704440422511847,0.7360519829710956,8926,0.9876078778490817
Rashawn,1980-2025,ALL,11177,7,3,1.4790159603951603,2.7875853159900488,2.4052729567031403,0.43580567236288803,Rashawn,0.564194327637112,4871,1.6167128925471952,3.89074216363773,3.8876339342518653,2.780407460579342,0.4358056723628881,4871,1.6167128925471952,2.620460098648843,0.4294245385450597,11052,0.988816319226984
Tyesha,1980-2025,ALL,9298,15,8,2.5018451286543537,5.664093687486428,3.999828445542656,0.5694773069477307,Tyesha,0.4305226930522693,5295,2.6587438158743817,9.567194978107892,9.555507529807548,5.664093687486428,0.5694773069477307,5295,2.6587438158743817,5.019750648439738,0.5575817860300618,9048,0.9731124973112497
Akilah,1980-2025,ALL,5154,12,5,1.8725110829366,3.66169361859624,2.905638162143431,0.5139697322467986,Akilah,0.4860302677532014,2649,1.9020178502134266,6.044946011526299,6.034000381530415,3.66169361859624,0.5139697322467986,2649,1.9020178502134264,3.40760321968843,0.5080518460329929,5092,0.9879705083430346
Myesha,1980-2025,ALL,6756,16,5,2.401306296198704,5.282812830264587,3.9191932514041543,0.5731201894612197,Myesha,0.4268798105387803,3872,2.5367081113084664,8.601174703487514,8.583139940915789,5.282812830264587,0.5731201894612197,3872,2.5367081113084664,4.189022819213266,0.5500780031201248,6410,0.9487862640615748
Deonte,1980-2025,ALL,17070,9,7,2.037680719759658,4.1058494241868555,3.2255061805406484,0.5256590509666081,Deonte,0.4743409490333919,8973,2.0671353251318103,6.460926818268873,6.457879694596318,4.098508623410624,0.525659050966608,8973,2.0656121851200937,4.032879270254246,0.5241537376586742,17016,0.9968365553602812
Devonte,1980-2025,ALL,33764,26,14,2.707028996058208,6.529755606416461,4.6333626438959294,0.6503672550645658,Devonte,0.34963274493543417,21959,2.94428977609288,11.04826282719174,11.04371753915219,6.520963422703184,0.6496268214666509,21934,2.9435493424949652,6.2198144559527995,0.6474856665074056,33488,0.9918256130790191
Trevon,1980-2025,ALL,23369,16,11,1.674300579795514,3.191645856737639,2.2390305279059746,0.39304206427318245,Trevon,0.6069579357268176,9185,1.8566476956651974,8.220642708328963,8.21357880687381,3.1900188366548785,0.39291368907527063,9182,1.8565193204672856,3.101416837939922,0.390381226629991,23267,0.9956352432710001
Sherilyn,1980-2025,ALL,2027,11,3,2.0043488209513765,4.01207568308749,3.058885759571653,0.5313270843611249,Sherilyn,0.4686729156388752,1077,2.031573754316724,7.416443800169583,7.3744246422665265,4.01207568308749,0.5313270843611249,1077,2.031573754316724,2.679687559478177,0.47658402203856753,1815,0.895411938825851
Jerilyn,1980-2025,ALL,3102,13,6,2.752374917172627,6.7382544902913475,5.072854776518023,0.647324306898775,Jerilyn,0.35267569310122504,2008,3.0493230174081236,9.981667622637866,9.956161809283884,6.7382544902913475,0.647324306898775,2008,3.0493230174081236,4.969297452904914,0.611091361535727,2813,0.9068343004513217
Georgeann,1980-2025,ALL,273,4,2,1.498546090815935,2.825578147913262,2.54200347897268,0.5421245421245422,Georgeann,0.45787545787545786,148,1.6886446886446886,3.899979000702448,3.842515084974908,2.825578147913262,0.5421245421245421,148,1.6886446886446886,1.9974583448031225,0.47478991596638653,238,0.8717948717948718
Annalee,1980-2025,ALL,16028,12,8,2.5601934394966146,5.897867614282185,4.4498008546288155,0.6058148240578987,Annalee,0.39418517594210134,9710,2.7706513601197904,8.468989134548071,8.466657518339215,5.897867614282185,0.6058148240578987,9710,2.7706513601197904,5.70657108585619,0.6033649318852408,15929,0.9938233092088844
Nisha,1980-2025,ALL,5560,8,5,1.889541827995121,3.705175368753974,3.0228743630065953,0.5543165467625899,Nisha,0.4456834532374101,3082,1.9320143884892087,6.222036678672373,6.2114520748674265,3.7051753687539746,0.5543165467625899,3082,1.9320143884892087,3.393286053956672,0.5458211143695015,5456,0.981294964028777
Jessalyn,1980-2025,ALL,6432,13,6,2.1077441572003868,4.310168161333153,2.7992787077365704,0.43858830845771146,Jessalyn,0.5614116915422885,2821,2.19169776119403,8.594607353154055,8.577274363214057,4.310168161333153,0.43858830845771146,2821,2.19169776119403,3.586384000498133,0.4156012299724875,6179,0.9606654228855721
Lilyann,1980-2025,ALL,8805,8,5,2.030746949875202,4.086163550903598,3.623886145469104,0.6182850653038047,Lilyann,0.38171493469619533,5444,2.1352640545144803,5.306935395870955,5.303581563470782,4.086163550903598,0.6182850653038047,5444,2.1352640545144803,3.9789370589995654,0.6164993153811045,8764,0.99534355479841
Maylee,1980-2025,ALL,14076,26,18,3.548999204328391,11.704563310360957,7.051169095221957,0.6750497300369422,Maylee,0.3249502699630577,9502,5.33461210571185,17.265768292643354,17.255094562853877,11.704563310360957,0.6750497300369424,9502,5.33461210571185,11.242664653652042,0.6724434259524492,13964,0.9920431940892299
Shaylee,1980-2025,ALL,14466,28,20,3.1385503077591044,8.806387380367335,3.9301401834405865,0.513756394303885,Shaylee,0.486243605696115,7432,4.7754043965159685,18.598949969094445,18.579594912792995,8.806387380367335,0.513756394303885,7432,4.7754043965159685,8.079547632683207,0.5047525170738576,14203,0.9818194386838103
Jaylee,1980-2025,ALL,17986,28,20,3.13134518293624,8.76251605774734,4.008658457118486,0.5217947292338485,Jaylee,0.47820527076615144,9385,4.657122206160347,18.337928630935846,18.322181447113977,8.716028931501906,0.5217947292338485,9385,4.657122206160347,8.006459654416798,0.5123596779680235,17638,0.9806516179250528
Kenisha,1980-2025,ALL,12962,38,14,3.656181567772317,12.607248739414658,8.137238856700936,0.7602221879339608,Kenisha,0.23977781206603918,9854,5.294707606850794,18.660342537273966,18.636969585297223,12.600302882176111,0.7602221879339608,9854,5.294707606850794,9.424850530396183,0.7424807357693264,12069,0.9311063107545132
Tanisha,1980-2025,ALL,34993,50,25,3.5003265935942594,11.316269957144996,5.442205907550699,0.6090075157888721,Tanisha,0.3909924842111279,21311,5.394278855771154,20.152639310109425,20.142383836631655,11.312017800591358,0.609007515788872,21311,5.394278855771154,10.1914634965901,0.6013170930706917,34318,0.9807104277998456
Janine,1980-2025,ALL,18717,34,12,2.7505297558388433,6.729641984622737,4.089705187836047,0.5773895389218358,Janine,0.42261046107816425,10807,3.1829887268258803,13.273472740199221,13.260586587996315,6.729641984622737,0.5773895389218358,10807,3.1829887268258803,5.587171590422228,0.5617728531855956,18050,0.9643639472137628
Janelle,1980-2025,ALL,62103,32,19,2.24137924720629,4.7284890218220585,2.589692193517432,0.4003510297409143,Janelle,0.5996489702590857,24863,2.613593546205497,11.824620250316151,11.820876829180545,4.726443937074413,0.4003510297409143,24863,2.613593546205497,4.599092041399846,0.398034398034398,61864,0.9961515546752975
Janae,1980-2025,ALL,28306,19,11,1.981763695780694,3.9497564479548535,2.588510409810978,0.42086483431074684,Janae,0.5791351656892532,11913,2.0502720271320567,8.747405810901832,8.742720084364795,3.942564201481782,0.42086483431074684,11913,2.046915848230057,3.816874421010186,0.41788288768154536,28161,0.9948774111495796
Chanel,1980-2025,ALL,38167,27,15,2.701537088212592,6.5049460341467835,4.003448511426065,0.5478292766002044,Chanel,0.45217072339979564,20909,3.0644797862027406,11.806815168862151,11.802280787763433,6.501502214436983,0.5478292766002044,20909,3.06416537846831,6.205279351533567,0.5443191719694769,37873,0.9922970105064585
Cadence,1980-2025,ALL,73629,31,23,2.807820460773711,7.002259172422589,4.6854376613252375,0.6670605332138152,Cadence,0.3329394667861848,49115,3.2763992448627577,13.134105195093396,13.130674034520522,6.914472346346306,0.6670605332138152,49115,3.257412160969183,6.8519647079883335,0.6659398762639339,73382,0.9966453435467003
Maisie,1980-2025,ALL,28585,18,13,2.7137873792204283,6.560416360601685,4.286459151233562,0.5754066818261325,Maisie,0.4245933181738674,16448,3.0243484344936156,11.281192779608615,11.276926301010494,6.560416360601685,0.5754066818261326,16448,3.0243484344936156,6.424339143729215,0.573946010460912,28487,0.9965716284764736
Jamir,1980-2025,ALL,21319,21,13,2.7437402804520294,6.698045983348254,4.124198127743733,0.562878183779727,Jamir,0.437121816220273,12000,3.1230357896711856,12.384025033328518,12.376536348605892,6.684972541567831,0.562784370749097,11998,3.121910033303626,6.263712087551018,0.5572080205264658,21046,0.9871945213190112
Emmalyn,1980-2025,ALL,24274,20,13,2.9395819202778504,7.671889389618026,5.067083363811546,0.6360303205075389,Emmalyn,0.36396967949246106,15439,3.429677844607399,12.746832698137785,12.741099509172559,7.671889389618026,0.6360303205075389,15439,3.429677844607399,7.207135376621878,0.6315372424722663,23978,0.9878058828376041
Marilee,1980-2025,ALL,2852,8,6,2.4056858651435813,5.298874156743865,4.322686453261397,0.6455119214586256,Marilee,0.3544880785413745,1841,2.5329593267882187,7.6620149396647355,7.650676318424794,5.298874156743865,0.6455119214586256,1841,2.5329593267882187,4.620225131040256,0.6298059318930795,2731,0.9575736325385694
Macy,1980-2025,ALL,92429,15,12,2.3718999608696154,5.1762236766066785,4.252050513588598,0.6602473249737637,Macy,0.33975267502623635,61026,2.506280496381006,7.986044683162418,7.985073474461685,5.167134528854664,0.6602473249737636,61026,2.5059559229246235,5.132520678675986,0.6598167085536009,92312,0.9987341635201074
Journey,1980-2025,ALL,58905,21,17,2.42337560041472,5.364246746702311,3.7677639033906885,0.6113572701807997,Journey,0.3886427298192004,36012,2.58497580850522,9.84287161652508,9.840289730055746,5.244070669966488,0.6113572701807996,36012,2.5835328070622188,5.288965758049403,0.6105572945019053,58784,0.9979458450046685
Jacqueline,1980-2025,ALL,273714,50,31,2.4634566371387225,5.51536604136737,3.073230400875338,0.4660850376670539,Jacqueline,0.5339149623329461,127574,2.890422119438538,12.552777304756454,12.551837153425671,5.501883776558283,0.46608503766705395,127574,2.8790708549800157,5.411458415790987,0.4648062696843185,273060,0.9976106446875206
Kaylin,1980-2025,F,135314,51,39,4.250205223431406,19.030020668771556,13.599642154870592,0.8583886368003311,Kaylin,0.1416113631996689,116152,7.5767104660271665,23.207610155086357,23.204806052826665,19.030020668771556,0.8583886368003311,116152,7.5767104660271665,18.74759754928453,0.8580476927749668,134989,0.9975981790502091
Shaelyn,1980-2025,F,17017,28,15,3.510040800047108,11.392723751434135,8.856863276144272,0.7956749133219722,Shaelyn,0.20432508667802785,13540,4.75800669918317,15.115704600408858,15.10523139179315,11.392723751434135,0.7956749133219722,13540,4.75800669918317,10.365752443276804,0.7914717524289313,16674,0.9798436857260386
Shante,1980-2025,F,17052,25,18,3.5713730473860137,11.887496798124733,7.788430347810417,0.729005395261553,Shante,0.2709946047384471,12431,5.194991789819376,17.178322570002596,17.168593789258043,11.887496798124733,0.729005395261553,12431,5.194991789819376,11.296292686571023,0.7261142721669037,16872,0.9894440534834623
Charisse,1980-2025,F,12847,41,21,4.170184002067083,18.003231750032995,12.261318968308903,0.8229936950260761,Cherise,0.17700630497392386,10573,7.3277808048571655,22.75642501931544,22.731511108532146,18.003231750032995,0.8229936950260761,10573,7.327780804857165,14.985673794284194,0.8143976493633692,12252,0.9536856853740173
Kamiyah,1980-2025,F,1374,9,4,2.3761855038420303,5.191622571277914,4.517314318529863,0.7023289665211063,Kamaiyah,0.29767103347889373,965,2.583697234352256,7.427889423064648,7.378381858023831,5.191622571277914,0.7023289665211062,965,2.583697234352256,3.920343431115532,0.675654242664552,1261,0.9177583697234353
Kayson,1980-2025,F,1828,19,5,3.401126333187574,10.564307777562297,7.790039071606412,0.7620350109409191,Kaysen,0.23796498905908095,1393,4.5,15.177053793114132,15.090283739170248,10.564307777562297,0.7620350109409191,1393,4.5,4.651724014963818,0.6721929163526752,1327,0.725929978118162
Kaliyah,1980-2025,F,19798,15,13,1.9380141293480928,3.8317784000633184,2.225167227820642,0.34609556520860696,Kaliyah,0.653904434791393,6852,2.1658753409435296,9.941038351885801,9.933026647554765,3.8317784000633184,0.3460955652086069,6852,2.1658753409435296,3.7540405748258956,0.3438418651799291,19730,0.9965653096272351
Daylen,1980-2025,F,8321,18,10,2.9476534270343713,7.714931926238755,5.984901226584636,0.7621680086528062,Daylin,0.23783199134719385,6342,3.4178584304771062,11.48118851685467,11.466827585502312,7.714931926238755,0.7621680086528062,6342,3.4178584304771062,6.868776936245727,0.7554978996787745,8094,0.9727196250450667
Denisha,1980-2025,F,14898,43,22,3.971616765289466,15.68829610172961,9.122169943887762,0.7476171298160827,Denisha,0.2523828701839173,11138,6.717680225533629,22.790137192782566,22.763888327622453,15.68829610172961,0.7476171298160827,11138,6.717680225533629,12.911078401929375,0.7350433373264745,14191,0.9525439656329708
Shani,1980-2025,F,3506,10,5,1.622979463090929,3.080104851029737,1.9253012855875047,0.2912150598973189,Shawnee,0.7087849401026811,1021,1.8180262407301768,7.727149614489119,7.706028263953937,3.080104851029737,0.2912150598973189,1021,1.8180262407301768,2.4307703858224494,0.2494714587737844,3311,0.9443810610382202
Jaylen,1980-2025,F,79352,45,29,3.834421338114805,14.265133448667934,10.492488014740866,0.8212773465067043,Jaelyn,0.1787226534932957,65170,5.886921564673858,18.478948135219966,18.47510840604512,14.265133448667934,0.8212773465067043,65170,5.886921564673858,13.685133057902243,0.8199842603640426,78782,0.9928168162113116
Janiece,1980-2025,F,5536,22,8,3.004785745932303,8.026581875070805,5.3801940130449175,0.7088150289017341,Janiece,0.2911849710982659,3924,3.5953757225433525,13.475400669337509,13.443424154266019,8.026581875070805,0.7088150289017341,3924,3.5953757225433525,5.628123527002629,0.6788844621513944,5020,0.9067919075144508
Makiyah,1980-2025,F,1744,9,5,2.6113528949121494,6.110764551632973,5.215164349033795,0.6989678899082569,Makaiya,0.30103211009174313,1219,2.9030963302752295,7.801726617607158,7.782253536076832,6.110764551632973,0.6989678899082569,1219,2.9030963302752295,4.625728002705313,0.6643222506393862,1564,0.8967889908256881
Keshawn,1980-2025,F,480,5,1,1.6767553212001487,3.1970810555310103,2.3302384853449847,0.375,Keshawn,0.625,180,1.8125,4.996838971899048,4.993999069818253,3.1970810555310103,0.375,180,1.8125,1.0,0.0,300,0.625
Kian,1980-2025,F,133,2,1,0.7279025051093644,1.6562293937061299,1.4783953196824073,0.20300751879699253,Kian,0.7969924812030075,27,1.2030075187969924,2.0,1.9999999998602274,1.6562293937061299,0.20300751879699247,27,1.2030075187969924,1.0,0.0,106,0.7969924812030075
Kiana,1980-2025,F,54343,31,21,2.775956123698205,6.849297967320834,3.710538948369724,0.5205822277018199,Kiana,0.47941777229818006,28290,3.3769942770918058,14.24115330048738,14.23678970999042,6.849297967320834,0.5205822277018199,28290,3.3769942770918058,6.5946778358191835,0.5177156608663458,54020,0.9940562721969711
Caitlin,1980-2025,F,631166,57,41,3.097848213880553,8.56140879317463,6.069790650458232,0.736023486689714,Kaitlyn,0.26397651331028604,464553,3.7750369950219116,13.307836185299532,13.307479031745364,8.56140879317463,0.736023486689714,464553,3.775036995021912,8.491823744471764,0.7357609917863923,630539,0.999006600482282
Michaela,1980-2025,F,305548,99,53,3.1853950421458963,9.097026414025065,5.11906999894073,0.64671017319701,Makayla,0.35328982680299004,197601,4.63843324125833,16.861972063247958,16.86062181633212,9.097026414025065,0.64671017319701,197601,4.63843324125833,8.80771509057397,0.6452041242263789,304251,0.9957551677641483
Kaylee,1980-2025,F,353190,67,54,3.6065650911650997,12.18103731934242,5.406516388953527,0.6031710977094482,Kaylee,0.39682890229055184,213034,6.046668931736459,21.922462182399478,21.921132211048047,12.18103731934242,0.6031710977094482,213034,6.046668931736459,12.071564294875111,0.6026918846594324,352764,0.9987938503355135
Carly,1980-2025,F,181332,19,19,3.21881335438817,9.310207708918652,6.141984623424953,0.650061765160038,Carly,0.34993823483996206,117877,4.3958264399002935,13.041088519578057,13.040691375330038,9.31020770891865,0.650061765160038,117877,4.3958264399002935,9.310207708918652,0.650061765160038,181332,1.0
Hailey,1980-2025,F,492068,26,25,2.5574030905508733,5.886471440151749,3.9439820907257133,0.6321402732955608,Hailey,0.3678597267044392,311056,2.808325272116862,11.4401672652693,11.439799970505675,5.886471440151749,0.6321402732955608,311056,2.808325272116862,5.8818825311486975,0.6321066291616448,492023,0.9999085492249039
Christy,1980-2025,F,123653,27,14,2.693894582701661,6.470577966408638,5.361879506441513,0.7481743265428256,Kristy,0.2518256734571745,92514,2.9999595642645143,9.026547527576353,9.025754108646067,6.470577966408638,0.7481743265428255,92514,2.9999595642645143,6.334349121913719,0.7474328818233433,123290,0.997064365603746
Taylin,1980-2025,F,12539,13,10,3.039998708479377,8.224903250197698,7.204286147949335,0.7827577956774863,Taylin,0.21724220432251376,9815,3.7585134380732117,9.919188667716641,9.915026124638977,8.224903250197698,0.7827577956774863,9815,3.7585134380732117,8.04282809240267,0.7818356559346468,12486,0.9957731876545179
Cambrie,1980-2025,F,11540,12,11,3.0353276568102108,8.198316328486266,7.0681585855572875,0.7927209705372618,Cambrie,0.2072790294627383,9148,3.716724436741768,10.266369795129904,10.260160734192716,8.198316328486266,0.7927209705372616,9148,3.716724436741768,8.033533091720614,0.7917283413147584,11485,0.9952339688041595
Maylin,1980-2025,F,10738,9,7,2.424170275346784,5.367202330907348,4.497015396879751,0.7086980815794375,Maylin,0.29130191842056247,7610,2.606910039113429,7.608445669710092,7.604666569601015,5.367202330907348,0.7086980815794375,7610,2.606910039113429,5.147666200807433,0.7060426651630486,10641,0.9909666604581859
Braylen,1980-2025,F,28514,14,12,2.3864115956039735,5.228552489655725,3.601922836093483,0.6152065651960441,Braelyn,0.38479343480395595,17542,2.6005821701620255,10.1488621650082,10.14484175720094,5.228552489655725,0.615206565196044,17542,2.6005821701620255,5.09323438171207,0.6133215859030837,28375,0.9951252016553273
Raylee,1980-2025,F,15691,18,16,2.9707795622022646,7.839597373366296,5.478892651081048,0.6789879548785929,Raylee,0.3210120451214072,10654,3.502708559046587,13.223002418994927,13.211450340715535,7.839597373366296,0.6789879548785929,10654,3.502708559046587,7.727215797971361,0.67814696485623,15650,0.997387037155057
Chantel,1980-2025,F,36656,20,19,2.9344875836149207,7.644846762019988,5.37459284628,0.6814436927106067,Chantel,0.31855630728939327,24979,3.386021388040157,12.685294395847837,12.679783777894208,7.644846762019988,0.6814436927106067,24979,3.386021388040157,7.575898877418648,0.680903973328961,36594,0.9983085988651244
Jaycee,1980-2025,F,39676,17,13,2.9987440219830646,7.993038409771744,6.307125266921515,0.7226282891420506,Jaycee,0.27737171085794937,28671,3.53261417481601,10.864660843765117,10.86253892233537,7.993038409771744,0.7226282891420506,28671,3.53261417481601,7.863259304417221,0.7218571500783502,39566,0.9972275430991028
Lakeisha,1980-2025,F,20293,15,11,2.4574288819333603,5.492370244856556,3.7981239378858214,0.5980387325678805,Lakeisha,0.40196126743211946,12136,2.61922830532696,10.447675401524785,10.440942614157121,5.492370244856556,0.5980387325678805,12136,2.61922830532696,5.13506309053135,0.5925574425574426,20020,0.9865470852017937
Deshawn,1980-2025,F,1147,7,3,1.8631688914623261,3.6380588776071514,2.9079565975637522,0.5422842197035745,Deshawn,0.45771578029642546,622,1.920662598081953,6.416088386191852,6.3735666340279815,3.6380588776071523,0.5422842197035745,622,1.920662598081953,2.6315846417960644,0.4990458015267175,1048,0.9136878814298169
Jerrell,1980-2025,F,88,5,0,1.89606973739152,3.721978540490881,3.0512214342001576,0.5113636363636364,Jerrell,0.48863636363636365,45,1.9545454545454546,,4.9962613077850095,3.721978540490881,0.5113636363636364,45,1.9545454545454546,0.0,0.0,0,0.0
Annalise,1980-2025,F,39715,20,20,2.695693716196319,6.47865222676547,4.1347225098543055,0.5708422510386504,Annalise,0.4291577489613496,22671,3.056930630744051,12.134944697982592,12.129623176587371,6.47865222676547,0.5708422510386504,22671,3.056930630744051,6.47865222676547,0.5708422510386504,39715,1.0
Aaliyah,1980-2025,F,230060,39,39,2.6729247920085184,6.377207358517639,3.5065967731697323,0.522607145961923,Aaliyah,0.477392854038077,120231,3.401616969486221,14.196828383352225,14.19540602483336,6.377207358517639,0.5226071459619229,120231,3.401616969486221,6.377207358517639,0.522607145961923,230060,1.0
Riley,1980-2025,F,297309,56,28,2.340668682789694,5.0653736102046025,3.3068283852588296,0.5230013218570578,Riley,0.47699867814294217,155493,2.5737465061602576,10.392030362319248,10.39130485401764,5.0653736102046025,0.5230013218570578,155493,2.5737465061602576,4.943365426624419,0.5215659020906358,296417,0.9969997544642106
Jayden,1980-2025,F,72170,35,22,3.02027524609197,8.113223580572594,5.624382648525071,0.694180407371484,Jayden,0.305819592628516,50099,3.634903699598171,13.608167355218459,13.604563071671526,8.113223580572594,0.694180407371484,50099,3.634903699598171,7.842104991995379,0.6925316579134335,71783,0.9946376610780102
Kayden,1980-2025,F,20258,34,16,3.256077939932008,9.55382161682501,5.173404923634187,0.5996149669266463,Kayden,0.4003850330733537,12147,4.428127159640636,16.362834894939443,16.351349841372386,9.55382161682501,0.5996149669266463,12147,4.428127159640636,8.30546899904654,0.5879185083574658,19683,0.971616151643795
Mackenzie,1980-2025,F,269785,27,27,1.98774584042339,3.9661681415853596,2.807070530399156,0.4794447430361214,Mackenzie,0.5205552569638786,129347,2.2129362269955704,8.67740383783182,8.676605997059912,3.96616814158536,0.47944474303612133,129347,2.2129362269955704,3.9661681415853596,0.4794447430361214,269785,1.0
Brittany,1980-2025,F,534871,42,42,1.9059113235252703,3.7474554398824123,2.110134399995,0.33246895045721303,Brittany,0.667531049542787,177828,2.381342417143573,10.984168300744509,10.983649196930966,3.7474554398824123,0.33246895045721303,177828,2.381342417143573,3.7474554398824123,0.33246895045721303,534871,1.0
Sherry,1980-2025,F,29603,10,7,2.172259334310581,4.50728705687884,3.578384066779459,0.5682532175792994,Sherry,0.4317467824207006,16822,2.2213964800864776,7.080434747209558,7.078386677432662,4.50728705687884,0.5682532175792994,16822,2.2213964800864776,4.369196781734358,0.5658922627538889,29442,0.9945613620241192
Kira,1980-2025,F,105778,14,14,2.196518520544473,4.583718735079925,3.610224052322312,0.635094254003668,Kira,0.36490574599633196,67179,2.299060296091815,8.262898007897695,8.261690945495129,4.583718735079925,0.635094254003668,67179,2.299060296091815,4.583718735079925,0.635094254003668,105778,1.0
Katherine,1980-2025,F,633137,21,17,1.9186885260482676,3.780792116104727,2.97275631545423,0.5163211121763536,Katherine,0.4836788878236464,326902,2.0070616627996785,6.914260655553404,6.914071121507696,3.7807921161047267,0.5163211121763536,326902,2.0070616627996785,3.7726807013022725,0.5162042010540551,632984,0.999758346139935
Kristen,1980-2025,F,299549,17,13,1.8217707568728059,3.535148347282209,2.5751521544422875,0.48951590557805236,Kristen,0.5104840944219476,146634,1.9733465977185702,8.309543589770884,8.309098749671977,3.535148347282209,0.48951590557805236,146634,1.9733465977185702,3.5149972798667823,0.4891577776367263,299339,0.999298946082277
Carrie,1980-2025,F,132703,16,15,2.606891493169131,6.091896762693034,4.399130026459363,0.6115310128633114,Carrie,0.3884689871366887,81152,2.8062741610965842,10.052477416948468,10.05153283573253,6.091896762693034,0.6115310128633114,81152,2.8062741610965842,6.082061033623555,0.6114490295835688,132675,0.999789002509363
Megan,1980-2025,F,551029,20,19,1.4114325510553178,2.6600116256110438,1.8410013012628883,0.28383079656424615,Megan,0.7161692034357539,156399,1.5669901221169849,6.231263767752168,6.231094238663228,2.6600116256110438,0.28383079656424615,156399,1.5669901221169849,2.6571678598359925,0.2837463064737442,550964,0.9998820388763567
Jocelyn,1980-2025,F,155852,23,23,2.108091893014062,4.311207175424228,2.3068482815982776,0.357306932217745,Jocelyn,0.642693067782255,55687,2.5013089341169827,11.942058038697446,11.940644557837476,4.311207175424228,0.35730693221774507,55687,2.5013089341169827,4.311207175424228,0.357306932217745,155852,1.0
Madelyn,1980-2025,F,195817,21,21,2.3611616065765237,5.137838729739586,3.167817307576469,0.475275384670381,Madelyn,0.524724615329619,93067,2.606173110608374,9.985084323265914,9.984259984135498,5.137838729739586,0.475275384670381,93067,2.606173110608374,5.137838729739586,0.475275384670381,195817,1.0
Adalyn,1980-2025,F,136615,22,22,3.0611585785162294,8.346426122384855,6.116921623010734,0.7495882589759544,Adalynn,0.2504117410240457,102405,3.6460491161292685,13.167426091468506,13.166100928050493,8.346426122384855,0.7495882589759543,102405,3.6460491161292685,8.346426122384855,0.7495882589759544,136615,1.0
Crystal,1980-2025,F,326820,23,20,1.5912913255110146,3.013189329548666,2.027829124682325,0.3303378006241968,Crystal,0.6696621993758032,107961,1.741631479101646,7.518992329482366,7.518616904009498,3.013189329548666,0.3303378006241968,107961,1.741631479101646,2.992638271953474,0.329769739360513,326543,0.9991524386512454
Kelsey,1980-2025,F,200311,17,17,1.5565184030184975,2.9414314262556807,1.7665300085083533,0.25666089231245415,Kelsey,0.7433391076875459,51412,1.840113623315744,9.005881754711506,9.005078432614063,2.94143142625568,0.25666089231245415,51412,1.840113623315744,2.9414314262556807,0.25666089231245415,200311,1.0
Casey,1980-2025,F,144681,19,17,2.4740658805984137,5.556074255126381,3.5637538234290767,0.5299590132774863,Casey,0.47004098672251365,76675,2.647680068564635,10.678451072034607,10.677442188432575,5.556074255126381,0.5299590132774863,76675,2.647680068564635,5.530115110704441,0.5296469204965937,144585,0.9993364712712796
Aidan,1980-2025,F,9911,19,8,2.7072046909928558,6.530550864466155,5.070700471983129,0.7261628493592978,Aidan,0.27383715064070224,7197,2.986580567046716,10.216031825889763,10.202665871143296,6.530550864466155,0.7261628493592978,7197,2.986580567046716,5.564040448658918,0.7162275198661647,9564,0.9649883967309051
Muhammad,1980-2025,F,10,1,0,-0.0,1.0,1.0,0.0,Mohammad,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Alistair,1980-2025,F,11,2,0,0.9940302114769565,1.9917412148051292,1.9836065573770496,0.4545454545454546,Allister,0.5454545454545454,5,1.4545454545454546,,2.0,1.9917412148051292,0.45454545454545453,5,1.4545454545454546,0.0,0.0,0,0.0
Kane,1980-2025,F,36,1,0,-0.0,1.0,1.0,0.0,Kane,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Reese,1980-2025,F,51018,7,5,0.6664745479820574,1.5871896773613337,1.2827279006202423,0.12258418597357801,Reese,0.877415814026422,6254,1.1663922537143752,3.565153518431103,3.564213504811011,1.5871896773613337,0.12258418597357795,6254,1.1663922537143752,1.552175175983203,0.11977190050142561,50855,0.9968050491983221
Shay,1980-2025,F,25224,5,5,1.827654556430205,3.5495953207236144,3.19112905189142,0.5666032350142721,Shea,0.4333967649857279,14292,1.9477481763399935,4.369493541682885,4.3689141870133295,3.5495953207236144,0.5666032350142721,14292,1.9477481763399938,3.5495953207236144,0.5666032350142721,25224,1.0
Blaze,1980-2025,F,1855,4,3,1.6557203120951136,3.150804654609475,2.786992993286482,0.5212938005390836,Blaise,0.4787061994609164,967,1.766576819407008,3.9939920017975385,3.9930803150314484,3.150804654609475,0.5212938005390836,967,1.766576819407008,2.724140669904239,0.49688385269121815,1765,0.9514824797843666
Darryl,1980-2025,F,1527,6,3,1.2652555268538233,2.4036977988226766,1.8927800556373164,0.3045186640471512,Daryl,0.6954813359528488,465,1.4538310412573674,4.068261923965203,4.040847037929498,2.4036977988226766,0.3045186640471513,465,1.4538310412573674,2.234748959146912,0.29528865295288653,1507,0.9869024230517355
Tory,1980-2025,F,42816,8,8,1.4644439145993269,2.7595708278786093,1.761376460608437,0.25450766068759345,Tori,0.7454923393124065,10897,1.750326980568012,6.980657964340702,6.9797464586311415,2.7595708278786093,0.2545076606875934,10897,1.750326980568012,2.7595708278786093,0.25450766068759345,42816,1.0
Jeri,1980-2025,F,7889,8,7,2.2755618768173087,4.8418617173102065,3.857411443342873,0.5989352262644188,Jeri,0.4010647737355812,4725,2.3437698060590697,7.086052040439317,7.0813454893784975,4.8418617173102065,0.5989352262644189,4725,2.3437698060590697,4.736263677500075,0.597096650961416,7853,0.9954366839903663
Terri,1980-2025,F,22060,5,4,1.6065277246893437,3.045180457217282,2.5839205402949346,0.45747960108794195,Terri,0.542520398912058,10092,1.7015865820489575,4.016667629043688,4.016548550813446,3.0451804572172825,0.457479601087942,10092,1.7015865820489573,3.0394707290692393,0.457356608478803,22055,0.9997733454215775
Shawn,1980-2025,F,7202,6,4,1.4804932915221487,2.790441287409764,2.28484311923914,0.3994723687864482,Shawn,0.6005276312135518,2877,1.5891419050263815,4.4336276589204795,4.428369106640861,2.790441287409764,0.3994723687864482,2877,1.5891419050263815,2.66606410716803,0.3939181614349776,7136,0.9908358789225216
Lindsey,1980-2025,F,309305,41,28,1.9691987483294,3.9155059717600826,2.670886425967475,0.5198202421558009,Lindsey,0.4801797578441991,160783,2.3339260600378267,9.782030899638938,9.781265547064343,3.9155059717600826,0.5198202421558009,160783,2.3339260600378267,3.8550838742185154,0.5189134561190974,308722,0.998115129079711
Bailey,1980-2025,F,168669,18,16,1.841648447905619,3.5841933051551575,2.178085072839562,0.34332331370909885,Bailey,0.6566766862909011,57908,2.0159661822860158,9.26976451543276,9.268800252550635,3.5841933051551575,0.3433233137090989,57908,2.0159661822860158,3.5720020107105466,0.34304677398308403,168598,0.9995790572067185
Jamie,1980-2025,F,223687,12,11,1.5030875336855902,2.8344867666765565,1.8190467646075092,0.27092320966350303,Jamie,0.729076790336497,60602,1.6950783907871265,7.408894179213812,7.4084807303687255,2.8344867666765565,0.27092320966350303,60602,1.6950783907871263,2.8332231789836593,0.27089061459157626,223677,0.9999552946751488
Lori,1980-2025,F,47744,13,9,1.5281040587809047,2.8840657574593958,2.10142417345874,0.36006618632707776,Lori,0.6399338136729222,17191,1.644541722520107,6.729277845764831,6.727093897161909,2.8840657574593958,0.36006618632707776,17191,1.6445417225201073,2.8451593198768506,0.3588306891630991,47652,0.9980730563002681
Nikki,1980-2025,F,30566,9,9,1.4704851871966045,2.771150734527922,1.828199543368261,0.2738009553098214,Nikki,0.7261990446901786,8369,1.643623634103252,6.775960831640619,6.773689657450646,2.771150734527922,0.27380095530982135,8369,1.643623634103252,2.771150734527922,0.2738009553098214,30566,1.0
Vicki,1980-2025,F,13011,7,6,1.828208817568957,3.5509592823787597,3.0317292809489946,0.5491507186227038,Vicky,0.45084928137729613,7145,1.8997002536315424,5.481358604869087,5.477601224803451,3.5509592823787597,0.5491507186227038,7145,1.8997002536315422,3.5116261557845974,0.5483175483175483,12987,0.9981554069633387
Cory,1980-2025,F,41884,14,11,2.908167043875075,7.506638685288366,5.858598821181169,0.7028459554961322,Kori,0.29715404450386784,29438,3.3360949288511126,10.536600746482069,10.534926593122858,7.506638685288366,0.7028459554961322,29438,3.3360949288511126,7.393319462207793,0.7020349533157768,41770,0.99727819692484
Cody,1980-2025,F,15751,10,8,2.5805675940323973,5.981749908815808,5.15100140608506,0.7350009523204876,Cody,0.26499904767951243,11577,2.8415338708653417,7.8532570467925025,7.850680634743057,5.981749908815808,0.7350009523204876,11577,2.8415338708653417,5.896161559412126,0.7343431771894093,15712,0.997523966732271
Sydney,1980-2025,F,213827,17,13,1.1739953079523806,2.2563569365975034,1.5277234423318777,0.19796377445317948,Sydney,0.8020362255468205,42330,1.476516062050162,6.4219196081317245,6.421476291740175,2.2563569365975034,0.19796377445317945,42330,1.476516062050162,2.247374930546631,0.19760352967047368,213731,0.99955103892399
Annabel,1980-2025,F,82622,6,6,1.755118420657096,3.3755402474319243,2.3935174312960372,0.38397763307593624,Annabelle,0.6160223669240638,31725,1.8619496018009731,5.780531421698372,5.780294553731117,3.3755402474319243,0.3839776330759362,31725,1.8619496018009731,3.3755402474319243,0.38397763307593624,82622,1.0
Isabel,1980-2025,F,192364,13,10,1.64763035247598,3.1331858596269933,2.4786121566702284,0.5291998502838369,Isabel,0.47080014971616313,101799,1.8183859765860555,6.758345881601595,6.757836790882034,3.1331858596269933,0.5291998502838369,101799,1.8183859765860555,3.1180995280145116,0.5289108746085744,192246,0.9993865796094903
Eleanor,1980-2025,F,112190,13,13,0.7635168677952505,1.6976238944732505,1.2324889301963002,0.10025849006150278,Eleanor,0.8997415099384972,11248,1.348970496479187,6.316295922601344,6.314994057861484,1.6976238944732505,0.10025849006150281,11248,1.348970496479187,1.6976238944732505,0.10025849006150278,112190,1.0
Rachel,1980-2025,F,469102,9,8,0.8160595320083087,1.760590675422222,1.3905556475130794,0.16244441507390717,Rachel,0.8375555849260928,76203,1.2265711934717822,4.044178528636734,4.044035704363342,1.760590675422222,0.16244441507390717,76203,1.2265711934717822,1.758922839747122,0.16236227657252011,469056,0.9999019403029619
Sofia,1980-2025,F,593995,6,6,0.9232380176604549,1.8963667694487947,1.7512260024756334,0.3089015900807246,Sophia,0.6910984099192754,183486,1.3146053417958063,2.3062304306769508,2.3062065918707573,1.8963667694487947,0.3089015900807246,183486,1.3146053417958063,1.8963667694487947,0.3089015900807246,593995,1.0
Lee,1980-2025,F,18712,2,2,0.8890775580033632,1.8519916038013977,1.739451306826474,0.30648781530568614,Leigh,0.6935121846943139,5735,1.3064878153056863,2.0,2.0,1.8519916038013975,0.3064878153056862,5735,1.3064878153056863,1.8519916038013977,0.30648781530568614,18712,1.0
Zachary,1980-2025,F,1466,5,1,0.26428246435507374,1.2010385550503526,1.0712336086737209,0.034106412005457054,Zachary,0.965893587994543,50,1.0559345156889495,2.892119940143656,2.8565548542761254,1.2010385550503526,0.034106412005457026,50,1.0559345156889495,1.0,0.0,1416,0.965893587994543
Nicholas,1980-2025,F,2673,4,2,0.5125503413066329,1.4265698036342083,1.190135386949424,0.08567153011597461,Nicholas,0.9143284698840254,229,1.1144781144781144,3.271053024777087,3.2591211438112433,1.4265698036342083,0.08567153011597456,229,1.1144781144781144,1.2683639037896732,0.06396016851780928,2611,0.976805087916199
Michael,1980-2025,F,11202,11,9,1.5309509976951612,2.8897626410529145,1.744505317520761,0.24924120692733442,Michael,0.7507587930726656,2792,1.8752008569898233,8.505897868190573,8.498290264257585,2.8897626410529145,0.2492412069273344,2792,1.8752008569898233,2.8366852917840992,0.24709042076991938,11170,0.9971433672558472
Christopher,1980-2025,F,5484,2,2,0.23610457029967682,1.177808157108526,1.0802950458437195,0.038657913931436916,Christopher,0.9613420860685631,212,1.038657913931437,1.9813002928652286,1.9806002761972565,1.177808157108526,0.03865791393143691,212,1.038657913931437,1.177808157108526,0.038657913931436916,5484,1.0
Stephanie,1980-2025,F,494473,18,18,0.8222006187209084,1.7681009141417665,1.2714789481522148,0.11493853051632752,Stephanie,0.8850614694836725,56834,1.3394320822370482,6.109245241234853,6.108983158144196,1.7681009141417665,0.11493853051632748,56834,1.3394320822370482,1.7681009141417665,0.11493853051632752,494473,1.0
Tyreek,1980-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Rashawn,1980-2025,F,637,3,2,1.1702067823556745,2.250439503122194,1.881443322869768,0.3092621664050236,Rashawn,0.6907378335949764,197,1.4065934065934065,2.9999860901914377,2.9999642857292486,2.250439503122194,0.3092621664050236,197,1.4065934065934065,1.7245927815732067,0.23478260869565215,575,0.902668759811617
Tyesha,1980-2025,F,9298,15,8,2.5018451286543537,5.664093687486428,3.999828445542656,0.5694773069477307,Tyesha,0.4305226930522693,5295,2.6587438158743817,9.567194978107892,9.555507529807548,5.664093687486428,0.5694773069477307,5295,2.6587438158743817,5.019750648439738,0.5575817860300618,9048,0.9731124973112497
Akilah,1980-2025,F,5154,12,5,1.8725110829366,3.66169361859624,2.905638162143431,0.5139697322467986,Akilah,0.4860302677532014,2649,1.9020178502134266,6.044946011526299,6.034000381530415,3.66169361859624,0.5139697322467986,2649,1.9020178502134264,3.40760321968843,0.5080518460329929,5092,0.9879705083430346
Myesha,1980-2025,F,6756,16,5,2.401306296198704,5.282812830264587,3.9191932514041543,0.5731201894612197,Myesha,0.4268798105387803,3872,2.5367081113084664,8.601174703487514,8.583139940915789,5.282812830264587,0.5731201894612197,3872,2.5367081113084664,4.189022819213266,0.5500780031201248,6410,0.9487862640615748
Deonte,1980-2025,F,67,2,0,0.9635359835770287,1.9500836135197603,1.9045396690708527,0.3880597014925373,Deonte,0.6119402985074627,26,1.3880597014925373,,2.0,1.9500836135197601,0.3880597014925373,26,1.3880597014925373,0.0,0.0,0,0.0
Devonte,1980-2025,F,94,3,0,1.1919891571901151,2.284675322782544,2.0558399255467656,0.3936170212765957,Devante,0.6063829787234043,37,1.446808510638298,,2.9957712179286875,2.284675322782544,0.39361702127659576,37,1.446808510638298,0.0,0.0,0,0.0
Trevon,1980-2025,F,53,2,0,0.9976875760352552,1.9967968674536707,1.99361249112846,0.4716981132075472,Travon,0.5283018867924528,25,1.4716981132075473,,2.0,1.9967968674536707,0.4716981132075472,25,1.471698113207547,0.0,0.0,0,0.0
Sherilyn,1980-2025,F,2027,11,3,2.0043488209513765,4.01207568308749,3.058885759571653,0.5313270843611249,Sherilyn,0.4686729156388752,1077,2.031573754316724,7.416443800169583,7.3744246422665265,4.01207568308749,0.5313270843611249,1077,2.031573754316724,2.679687559478177,0.47658402203856753,1815,0.895411938825851
Jerilyn,1980-2025,F,3102,13,6,2.752374917172627,6.7382544902913475,5.072854776518023,0.647324306898775,Jerilyn,0.35267569310122504,2008,3.0493230174081236,9.981667622637866,9.956161809283884,6.7382544902913475,0.647324306898775,2008,3.0493230174081236,4.969297452904914,0.611091361535727,2813,0.9068343004513217
Georgeann,1980-2025,F,273,4,2,1.498546090815935,2.825578147913262,2.54200347897268,0.5421245421245422,Georgeann,0.45787545787545786,148,1.6886446886446886,3.899979000702448,3.842515084974908,2.825578147913262,0.5421245421245421,148,1.6886446886446886,1.9974583448031225,0.47478991596638653,238,0.8717948717948718
Annalee,1980-2025,F,16028,12,8,2.5601934394966146,5.897867614282185,4.4498008546288155,0.6058148240578987,Annalee,0.39418517594210134,9710,2.7706513601197904,8.468989134548071,8.466657518339215,5.897867614282185,0.6058148240578987,9710,2.7706513601197904,5.70657108585619,0.6033649318852408,15929,0.9938233092088844
Nisha,1980-2025,F,5560,8,5,1.889541827995121,3.705175368753974,3.0228743630065953,0.5543165467625899,Nisha,0.4456834532374101,3082,1.9320143884892087,6.222036678672373,6.2114520748674265,3.7051753687539746,0.5543165467625899,3082,1.9320143884892087,3.393286053956672,0.5458211143695015,5456,0.981294964028777
Jessalyn,1980-2025,F,6432,13,6,2.1077441572003868,4.310168161333153,2.7992787077365704,0.43858830845771146,Jessalyn,0.5614116915422885,2821,2.19169776119403,8.594607353154055,8.577274363214057,4.310168161333153,0.43858830845771146,2821,2.19169776119403,3.586384000498133,0.4156012299724875,6179,0.9606654228855721
Lilyann,1980-2025,F,8805,8,5,2.030746949875202,4.086163550903598,3.623886145469104,0.6182850653038047,Lilyann,0.38171493469619533,5444,2.1352640545144803,5.306935395870955,5.303581563470782,4.086163550903598,0.6182850653038047,5444,2.1352640545144803,3.9789370589995654,0.6164993153811045,8764,0.99534355479841
Maylee,1980-2025,F,14076,26,18,3.548999204328391,11.704563310360957,7.051169095221957,0.6750497300369422,Maylee,0.3249502699630577,9502,5.33461210571185,17.265768292643354,17.255094562853877,11.704563310360957,0.6750497300369424,9502,5.33461210571185,11.242664653652042,0.6724434259524492,13964,0.9920431940892299
Shaylee,1980-2025,F,14466,28,20,3.1385503077591044,8.806387380367335,3.9301401834405865,0.513756394303885,Shaylee,0.486243605696115,7432,4.7754043965159685,18.598949969094445,18.579594912792995,8.806387380367335,0.513756394303885,7432,4.7754043965159685,8.079547632683207,0.5047525170738576,14203,0.9818194386838103
Jaylee,1980-2025,F,17857,28,20,3.146236564985667,8.853430441247955,4.0622272975220985,0.5255642045136362,Jaylee,0.4744357954863639,9385,4.683541468331747,18.37905814034608,18.363238636427845,8.853430441247955,0.5255642045136361,9385,4.683541468331747,8.08698034458552,0.5161345593694671,17509,0.9805118440947528
Kenisha,1980-2025,F,12957,38,14,3.6567970917501564,12.612628753429949,8.143210162423438,0.7605155514393764,Kenisha,0.2394844485606236,9854,5.296364899282241,18.66270552271883,18.63932319911633,12.612628753429949,0.7605155514393764,9854,5.296364899282241,9.42831240602276,0.7427884615384616,12064,0.9310797252450413
Tanisha,1980-2025,F,34979,50,25,3.501185144582708,11.32300629846541,5.447121830020361,0.6092512650447411,Tanisha,0.39074873495525886,21311,5.3960376225735445,20.155540967582418,20.14528156176,11.32300629846541,0.6092512650447411,21311,5.3960376225735445,10.197295057228784,0.6015625,34304,0.9807027073386889
Janine,1980-2025,F,18717,34,12,2.7505297558388433,6.729641984622737,4.089705187836047,0.5773895389218358,Janine,0.42261046107816425,10807,3.1829887268258803,13.273472740199221,13.260586587996315,6.729641984622737,0.5773895389218358,10807,3.1829887268258803,5.587171590422228,0.5617728531855956,18050,0.9643639472137628
Janelle,1980-2025,F,61997,32,19,2.24245745141989,4.7320241988530585,2.5907765580919704,0.4004709905317999,Janelle,0.5995290094682001,24828,2.6155136538864783,11.83264294128373,11.828891981990658,4.7320241988530585,0.4004709905317999,24828,2.6155136538864783,4.602355087193209,0.39815084685384894,61758,0.996144974756843
Janae,1980-2025,F,28290,18,11,1.9793603071503103,3.943182018278002,2.587298790558454,0.4207493814068576,Janae,0.5792506185931424,11903,2.0469777306468715,8.730458346881877,8.72579723442561,3.9431820182780024,0.4207493814068575,11903,2.0469777306468715,3.816045780584445,0.4178685612788632,28150,0.9950512548603747
Chanel,1980-2025,F,38133,27,15,2.7025817248140656,6.509657886142347,4.007458025705412,0.5481603860173603,Chanel,0.4518396139826397,20903,3.065848477696483,11.809931841735317,11.80539272347729,6.509657886142347,0.5481603860173603,20903,3.065848477696483,6.20958909107667,0.5446497000449272,37839,0.9922901423963496
Cadence,1980-2025,F,67846,31,23,2.833950158873655,7.130237632917029,4.712165209684547,0.6700026530672405,Cadence,0.3299973469327595,45457,3.3362467942104175,13.462110653127855,13.458295055697361,7.130237632917029,0.6700026530672405,45457,3.3362467942104175,6.966803835317311,0.6687968756934275,67599,0.9963594021755151
Maisie,1980-2025,F,28585,18,13,2.7137873792204283,6.560416360601685,4.286459151233562,0.5754066818261325,Maisie,0.4245933181738674,16448,3.0243484344936156,11.281192779608615,11.276926301010494,6.560416360601685,0.5754066818261326,16448,3.0243484344936156,6.424339143729215,0.573946010460912,28487,0.9965716284764736
Jamir,1980-2025,F,42,2,0,0.998363672593813,1.9977328545029438,1.9954751131221722,0.47619047619047616,Jamere,0.5238095238095238,20,1.4761904761904763,,2.0,1.9977328545029438,0.47619047619047616,20,1.4761904761904763,0.0,0.0,0,0.0
Emmalyn,1980-2025,F,24274,20,13,2.9395819202778504,7.671889389618026,5.067083363811546,0.6360303205075389,Emmalyn,0.36396967949246106,15439,3.429677844607399,12.746832698137785,12.741099509172559,7.671889389618026,0.6360303205075389,15439,3.429677844607399,7.207135376621878,0.6315372424722663,23978,0.9878058828376041
Marilee,1980-2025,F,2852,8,6,2.4056858651435813,5.298874156743865,4.322686453261397,0.6455119214586256,Marilee,0.3544880785413745,1841,2.5329593267882187,7.6620149396647355,7.650676318424794,5.298874156743865,0.6455119214586256,1841,2.5329593267882187,4.620225131040256,0.6298059318930795,2731,0.9575736325385694
Macy,1980-2025,F,92216,15,12,2.37345282194853,5.181798162884208,4.258969493364356,0.6615121020213413,Macy,0.3384878979786588,61002,2.5091090483213327,7.990228486478097,7.98925521185871,5.181798162884208,0.6615121020213413,61002,2.5091090483213327,5.137969440729121,0.6610820964397008,92099,0.9987312396981001
Journey,1980-2025,F,56633,21,17,2.4591896187832996,5.4990774990323,3.884556454913857,0.6312750516483323,Journey,0.36872494835166775,35751,2.639574099906415,9.945983034489151,9.943268213046084,5.4990774990323,0.6312750516483322,35751,2.639574099906415,5.419569332610408,0.6304855605889015,56512,0.9978634365122808
Jacqueline,1980-2025,F,272947,50,30,2.462558687162432,5.5119342822416275,3.0764595625764786,0.4664934950741353,Jacqueline,0.5335065049258647,127328,2.8825229806519213,12.532862507885042,12.531925041388114,5.5119342822416275,0.4664934950741353,127328,2.8825229806519213,5.405770434103634,0.46519050102467296,272282,0.9975636295691105
Kaylin,1980-2025,M,26079,39,27,4.283608499882263,19.475770496081626,13.965439597514642,0.8289428275624066,Kalen,0.17105717243759347,21618,7.8539821312166875,23.537877142639356,23.525683687224276,19.475770496081626,0.8289428275624066,21618,7.8539821312166875,18.2727045571576,0.8264742492609305,25708,0.9857739944016258
Shaelyn,1980-2025,M,280,6,0,2.2293658875870257,4.68927825028018,4.167109599234613,0.6892857142857143,Shaylon,0.3107142857142857,193,2.392857142857143,5.982081392361568,5.955484287998683,4.68927825028018,0.6892857142857143,193,2.392857142857143,0.0,0.0,0,0.0
Shante,1980-2025,M,293,8,1,2.257641777263789,4.782091641158799,3.6375153595186647,0.552901023890785,Shante,0.447098976109215,162,2.3412969283276452,7.713530926612441,7.557730955586719,4.782091641158799,0.552901023890785,162,2.3412969283276452,1.0,0.0,131,0.447098976109215
Charisse,1980-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kamiyah,1980-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kayson,1980-2025,M,96693,46,27,3.784000703505736,13.775193730660112,10.23574940826743,0.8427911017343551,Kayson,0.15720889826564488,81492,5.65356333964196,18.05794512076994,18.055007689890367,13.775193730660112,0.8427911017343551,81492,5.65356333964196,13.119785920430374,0.8414828718911309,95895,0.9917470757965934
Kaliyah,1980-2025,M,5,1,0,-0.0,1.0,1.0,0.0,Kaliyah,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Daylen,1980-2025,M,15998,23,15,3.227046194665732,9.363488943125292,6.614688849679017,0.7512189023627953,Daylen,0.24878109763720466,12018,4.078197274659332,14.866809047181757,14.854020671454391,9.363488943125292,0.7512189023627953,12018,4.078197274659332,8.564572244050769,0.7463675758348203,15692,0.9808726090761345
Denisha,1980-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Shani,1980-2025,M,48,1,0,-0.0,1.0,1.0,0.0,Shawnee,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Jaylen,1980-2025,M,122614,41,25,2.7243910566223057,6.6088124600735725,4.184393561190839,0.6664002479325363,Jaylen,0.33359975206746373,81710,3.2416445104147975,13.267006875561844,13.26485104366276,6.608812460073574,0.6664002479325363,81710,3.2416445104147975,6.4504960078472235,0.6652782664910026,122203,0.9966480173552775
Janiece,1980-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Makiyah,1980-2025,M,82,2,0,0.9995708393473224,1.999405145487696,1.9988109393579074,0.4878048780487805,Macaiah,0.5121951219512195,40,1.4878048780487805,,2.0,1.999405145487696,0.4878048780487805,40,1.4878048780487805,0.0,0.0,0,0.0
Keshawn,1980-2025,M,18200,21,13,2.9574662126228413,7.767585478667868,5.314008421814579,0.6718131868131868,Keshawn,0.3281868131868132,12227,3.428956043956044,12.881389530444475,12.872140785183293,7.767585478667868,0.6718131868131868,12227,3.428956043956044,7.164502167383557,0.666517782368377,17911,0.9841208791208791
Kian,1980-2025,M,17532,4,3,0.9099466271331195,1.878975983951781,1.593068303390967,0.23688113164499203,Kian,0.763118868355008,4153,1.2627766370066165,2.9746523238147082,2.9739150245245436,1.878975983951781,0.23688113164499203,4153,1.2627766370066165,1.8705894580048905,0.23644561123159458,17522,0.9994296144193475
Kiana,1980-2025,M,19,1,0,-0.0,1.0,1.0,0.0,Kiana,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Caitlin,1980-2025,M,928,9,4,2.4724305978521617,5.549780059373398,4.7476928165830525,0.6950431034482758,Caitlin,0.30495689655172414,645,2.654094827586207,7.567921975760731,7.5071605961742085,5.549780059373398,0.6950431034482759,645,2.654094827586207,3.8118525201450297,0.6453634085213033,798,0.8599137931034483
Michaela,1980-2025,M,238,5,1,1.3732961734077567,2.5906177756114026,2.0552975326560228,0.3571428571428571,Makayla,0.6428571428571429,85,1.5168067226890758,4.898096437580553,4.793724163669251,2.5906177756114026,0.35714285714285715,85,1.5168067226890758,1.0,0.0,153,0.6428571428571429
Kaylee,1980-2025,M,718,10,2,2.5208033141719066,5.739015672301815,4.406866013574739,0.6350974930362117,Kalei,0.3649025069637883,456,2.6573816155988856,8.962353165363778,8.865693456326618,5.739015672301815,0.6350974930362117,456,2.6573816155988856,1.9615702411951499,0.4018264840182648,438,0.6100278551532033
Carly,1980-2025,M,293,5,1,1.8084621461375465,3.50268717340199,2.9333037209143407,0.5017064846416383,Carly,0.49829351535836175,147,1.8703071672354947,4.878127813069999,4.8207433593459665,3.50268717340199,0.5017064846416383,147,1.870307167235495,1.0,0.0,146,0.49829351535836175
Hailey,1980-2025,M,944,6,2,1.3710938302042226,2.586666090259558,2.0669774777909216,0.3654661016949152,Haley,0.6345338983050848,345,1.5105932203389831,5.0177860418927045,4.963521936435298,2.586666090259558,0.3654661016949153,345,1.5105932203389831,1.851115934385545,0.30590961761297797,863,0.9141949152542372
Christy,1980-2025,M,488,6,1,2.1075500041828885,4.309588152513384,3.464719061890767,0.5327868852459017,Christy,0.4672131147540984,260,2.264344262295082,5.7493568246497855,5.709684539811552,4.309588152513384,0.5327868852459017,260,2.264344262295082,1.0,0.0,228,0.4672131147540984
Taylin,1980-2025,M,4933,11,5,2.100562991102966,4.288767153666467,3.324386922227931,0.5528076221366309,Taylen,0.44719237786336913,2727,2.1402797486316643,7.639234099021051,7.6191085754898715,4.288767153666467,0.5528076221366308,2727,2.1402797486316643,3.55338958424424,0.5330228619813717,4724,0.9576322724508413
Cambrie,1980-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Maylin,1980-2025,M,82,2,0,0.42080948947668984,1.338678470361597,1.1850546351780047,0.08536585365853655,Maylon,0.9146341463414634,7,1.0853658536585367,,1.9998667273292985,1.338678470361597,0.08536585365853659,7,1.0853658536585367,0.0,0.0,0,0.0
Braylen,1980-2025,M,41597,20,18,2.2779137276482406,4.849761254581006,3.1827676175276864,0.5481404909007861,Braylon,0.4518595090992139,22801,2.536384835444864,11.128062402316418,11.12280234565003,4.849761254581006,0.5481404909007861,22801,2.536384835444864,4.823605847832783,0.5477926139781066,41565,0.9992307137533957
Raylee,1980-2025,M,260,4,0,1.7958690487463351,3.472245725590665,3.1971244797578513,0.6230769230769231,Rayleigh,0.3769230769230769,162,1.9615384615384617,3.9999628041909547,3.99966596563144,3.472245725590665,0.6230769230769231,162,1.9615384615384617,0.0,0.0,0,0.0
Chantel,1980-2025,M,75,8,0,2.592182644190002,6.030102996762727,4.460745440126884,0.5866666666666667,Shantel,0.41333333333333333,44,3.0533333333333332,,7.995713533386412,6.030102996762727,0.5866666666666667,44,3.0533333333333332,0.0,0.0,0,0.0
Jaycee,1980-2025,M,2643,6,3,1.5469524079454402,2.9219923639453103,2.4775813692181803,0.4392735527809307,Jaycee,0.5607264472190693,1161,1.6659099508134696,4.213833097212451,4.202530112224357,2.9219923639453103,0.4392735527809308,1161,1.6659099508134696,2.643185990485299,0.42602633617350893,2582,0.9769201664774877
Lakeisha,1980-2025,M,20,1,0,-0.0,1.0,1.0,0.0,Lakeisha,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Deshawn,1980-2025,M,42304,15,14,2.828620194965098,7.103943930658862,5.125670051285099,0.6536970499243571,Deshawn,0.346302950075643,27654,3.1618759455370653,11.086490826557824,11.083816035062103,7.103943930658862,0.6536970499243571,27654,3.161875945537065,7.082438896897447,0.6535414449568404,42285,0.9995508698940998
Jerrell,1980-2025,M,18704,18,14,3.2097849820457567,9.252126439986423,7.145993226741404,0.7565226689478186,Jerrell,0.24347733105218136,14150,3.9567472198460223,13.073716262838554,13.065887215740768,9.252126439986423,0.7565226689478186,14150,3.9567472198460223,8.761576846870081,0.7535180775059537,18476,0.9878100940975193
Annalise,1980-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Aaliyah,1980-2025,M,149,2,1,0.8668936705568642,1.8237319134810952,1.6966755827283149,0.28859060402684567,Aaliyah,0.7114093959731543,43,1.2885906040268456,2.0,1.9999999999999982,1.8237319134810952,0.28859060402684567,43,1.2885906040268456,1.0,0.0,106,0.7114093959731543
Riley,1980-2025,M,112702,26,15,1.1029514121582942,2.147936602684474,1.4163820787709984,0.16296960124931237,Riley,0.8370303987506876,18367,1.539236215861298,7.110754937437788,7.109540489956121,2.147936602684474,0.16296960124931234,18367,1.539236215861298,2.0919705087286014,0.16022753574162762,112334,0.9967347518233927
Jayden,1980-2025,M,423391,72,33,2.0860982277278395,4.245981919040181,2.4716141445724067,0.4001360444600853,Jayden,0.5998639555399147,169414,2.4516180079406507,11.094582811233611,11.093973706780618,4.245981919040181,0.4001360444600854,169414,2.4516180079406507,4.178269848858498,0.39908577052934924,422651,0.9982522065891811
Kayden,1980-2025,M,371634,85,48,3.227177889217719,9.364343716123097,6.720999292555947,0.8019395426683242,Kayden,0.1980604573316758,298028,4.491295199039915,14.16118966934878,14.160336454104357,9.364343716123097,0.8019395426683242,298028,4.491295199039915,9.14745576308507,0.8013456654512675,370523,0.9970104995775414
Mackenzie,1980-2025,M,10172,7,4,1.064193871363454,2.0910011731731397,1.6421821356973232,0.24508454581203298,Mackenzie,0.754915454187967,2493,1.330220212347621,4.3935601709318135,4.387991518949677,2.0910011731731397,0.24508454581203304,2493,1.330220212347621,1.9826676377095729,0.23834556635588178,10082,0.9911521824616595
Brittany,1980-2025,M,1393,5,2,1.127761453315047,2.185194130932353,1.7060857118490131,0.25915290739411345,Brittany,0.7408470926058865,361,1.3582196697774587,4.166323524811665,4.143374426885413,2.185194130932353,0.25915290739411345,361,1.3582196697774587,1.6479644085303826,0.1993793638479442,1289,0.9253409906676239
Sherry,1980-2025,M,68,2,0,0.378958787501346,1.3004029982802876,1.157736604907361,0.07352941176470584,Sherry,0.9264705882352942,5,1.0735294117647058,,1.9995178705340657,1.3004029982802876,0.07352941176470588,5,1.0735294117647058,0.0,0.0,0,0.0
Kira,1980-2025,M,53,3,0,1.411994609879331,2.6610481400759216,2.466198419666374,0.49056603773584906,Kira,0.5094339622641509,26,1.6226415094339623,,2.9999992949884886,2.6610481400759216,0.49056603773584906,26,1.6226415094339623,0.0,0.0,0,0.0
Katherine,1980-2025,M,1467,4,3,1.5260479848246677,2.8799584244258387,2.6192315696848656,0.48329925017041586,Katherine,0.5167007498295841,709,1.7082481254260395,3.5413035454775783,3.5288858880989293,2.879958424425839,0.4832992501704158,709,1.7082481254260395,2.776729511283833,0.47939560439560436,1456,0.9925017041581459
Kristen,1980-2025,M,4880,7,5,2.3392803368288284,5.060501403607815,4.450604243383823,0.6770491803278689,Christen,0.32295081967213113,3304,2.514344262295082,6.56349733095978,6.556611521426841,5.060501403607815,0.6770491803278689,3304,2.514344262295082,4.53350148412045,0.6670891423743135,4734,0.9700819672131148
Carrie,1980-2025,M,17283,12,9,1.9659167372302497,3.906608645854557,2.8965227724879896,0.48382803911357986,Kerry,0.5161719608864201,8362,2.016490192674883,7.545787291548658,7.539204033831218,3.906608645854557,0.4838280391135798,8362,2.016490192674883,3.785591198817925,0.4810958585388553,17192,0.9947347104090725
Megan,1980-2025,M,1231,4,2,0.9741281358189141,1.9644536596233175,1.5649333951584339,0.2177091795288384,Megan,0.7822908204711616,268,1.2875710804224207,3.446357357655138,3.432212195012637,1.9644536596233175,0.21770917952883834,268,1.2875710804224207,1.5625911667911,0.1640625,1152,0.9358245329000813
Jocelyn,1980-2025,M,336,3,1,0.33313940410589127,1.2597517008032895,1.1075836358285098,0.05059523809523814,Jocelyn,0.9494047619047619,17,1.0654761904761905,2.8179836875911928,2.7503713609419655,1.2597517008032895,0.050595238095238096,17,1.0654761904761905,1.0,0.0,319,0.9494047619047619
Madelyn,1980-2025,M,50,1,0,-0.0,1.0,1.0,0.0,Madelyn,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Adalyn,1980-2025,M,11,2,0,0.9940302114769565,1.9917412148051292,1.9836065573770496,0.4545454545454546,Adelyn,0.5454545454545454,5,1.4545454545454546,,2.0,1.9917412148051292,0.45454545454545453,5,1.4545454545454546,0.0,0.0,0,0.0
Crystal,1980-2025,M,1060,4,2,0.9345716614145534,1.9113230758993385,1.547176774172227,0.21509433962264146,Crystal,0.7849056603773585,228,1.2660377358490567,3.379694483584447,3.362340089395782,1.9113230758993385,0.21509433962264152,228,1.2660377358490567,1.5950329243669543,0.17705242334322457,1011,0.9537735849056603
Kelsey,1980-2025,M,4227,7,2,0.8141031334512633,1.7582048055220052,1.3402816330893563,0.14170806718713036,Kelsey,0.8582919328128696,599,1.2410693162999764,4.720048370131411,4.703242308580241,1.7582048055220052,0.14170806718713036,599,1.2410693162999764,1.3792974312987618,0.09840954274353875,4024,0.9519753962621245
Casey,1980-2025,M,103371,11,4,0.747077012303902,1.6783888656651034,1.340558932721138,0.14349285582997162,Casey,0.8565071441700284,14833,1.1920171034429385,3.5398782852460977,3.539568258298491,1.6783888656651034,0.14349285582997165,14833,1.1920171034429385,1.6510648722180046,0.1418158555380008,103169,0.9980458736009132
Aidan,1980-2025,M,529331,36,35,2.230189528162883,4.691956142998001,3.150025076322645,0.5130834959599948,Aiden,0.4869165040400052,271591,2.4690222186117947,10.00714473004302,10.006723192589464,4.691956142998001,0.5130834959599948,271591,2.4690222186117947,4.6857879869540096,0.5130052943243785,529246,0.9998394199470653
Muhammad,1980-2025,M,79622,8,8,2.37942064246134,5.203277469756677,4.671432987188563,0.7316068423300093,Muhammad,0.2683931576699907,58252,2.6565145311597296,6.816386743791188,6.815885805144121,5.203277469756677,0.7316068423300093,58252,2.6565145311597296,5.203277469756677,0.7316068423300093,79622,1.0
Alistair,1980-2025,M,8989,8,7,2.2602358740144046,4.790698011575988,3.7023511099407673,0.5579041050172433,Alistair,0.4420958949827567,5015,2.3470908888641673,7.289266237842463,7.283796613990147,4.790698011575988,0.5579041050172433,5015,2.3470908888641673,4.599262653906954,0.5534329699966288,8899,0.9899877628212259
Kane,1980-2025,M,38347,10,8,2.21758992495644,4.651157922175678,3.3413478051379615,0.5098703940334315,Kane,0.49012960596656846,19552,2.3041437400578926,7.433056495532987,7.431888816394126,4.651157922175678,0.5098703940334316,19552,2.3041437400578926,4.608045915658578,0.5091664055155124,38292,0.9985657287401882
Reese,1980-2025,M,50959,7,6,1.7272259227582003,3.3109057040124124,3.0811925287508894,0.6144940049843992,Reece,0.3855059950156008,31314,1.9490374614886479,4.486199761411699,4.485289943366944,3.310905704012412,0.6144940049843992,31314,1.9490374614886476,3.2822693498224207,0.6139713106700727,50890,0.9986459702898408
Shay,1980-2025,M,13730,5,5,1.609626280629715,3.051727788241658,2.533974236635706,0.45979606700655495,Shea,0.540203932993445,6313,1.6842680262199563,4.620411843485475,4.618884973692557,3.051727788241658,0.459796067006555,6313,1.6842680262199563,3.051727788241658,0.45979606700655495,13730,1.0
Blaze,1980-2025,M,19144,7,5,1.7750580489518215,3.4225178099858726,2.876680803733389,0.5669661512745507,Blaze,0.4330338487254492,10854,1.8640305056414543,5.184225655966597,5.182511520563571,3.4225178099858726,0.5669661512745507,10854,1.8640305056414543,3.337084353409296,0.5650348916522379,19059,0.99555996656916
Darryl,1980-2025,M,72272,11,9,2.078699222214648,4.224261721683186,3.493086775926857,0.6112325658622979,Darrell,0.38876743413770204,44175,2.1347271419083462,6.620669517494994,6.619732549845157,4.224261721683186,0.611232565862298,44175,2.1347271419083462,4.189300548032455,0.6107694012689442,72186,0.9988100509187514
Tory,1980-2025,M,11988,8,8,2.3542241059356654,5.113191666123984,4.120495943073722,0.6217884551217885,Tory,0.37821154487821157,7454,2.4551217884551217,7.522837763809479,7.519443736942946,5.113191666123984,0.6217884551217885,7454,2.4551217884551217,5.113191666123984,0.6217884551217885,11988,1.0
Jeri,1980-2025,M,62898,7,2,0.22476752839894518,1.1685889304339538,1.0665627163005569,0.03214728608222839,Jerry,0.9678527139177716,2022,1.0376164583929537,2.233623567113613,2.2332876766699314,1.1685889304339538,0.03214728608222837,2022,1.0376164583929537,1.1411724390093183,0.02923025403052193,62709,0.9969951349804446
Terri,1980-2025,M,49416,5,2,0.05754945776599136,1.040696545643082,1.0114521170543036,0.005686417354702877,Terry,0.9943135826452971,281,1.0082159624413145,1.4901565224296534,1.4897350188411769,1.040696545643082,0.00568641735470293,281,1.0082159624413145,1.0271814177353382,0.004134660207949059,49339,0.9984418002266472
Shawn,1980-2025,M,477098,6,6,1.298686581587999,2.4600481980577884,2.1630419651411725,0.3998884925109726,Sean,0.6001115074890274,190786,1.4964849988891171,3.145968307843266,3.1459534834073186,2.460048198057788,0.3998884925109726,190786,1.4964849988891171,2.4600481980577884,0.3998884925109726,477098,1.0
Lindsey,1980-2025,M,2879,6,2,1.2265203503661821,2.3400191726020307,2.004894534690241,0.38103508162556443,Lindsey,0.6189649183744356,1097,1.4682181312955889,4.487336235630264,4.4641475596370475,2.3400191726020307,0.38103508162556443,1097,1.4682181312955886,1.9154567780573037,0.35411380935121417,2759,0.9583188607155262
Bailey,1980-2025,M,21325,8,6,0.6321693607400831,1.5498937962470651,1.2021661907649852,0.08900351699882769,Bailey,0.9109964830011723,1898,1.2114888628370457,4.930165082608643,4.926665220254553,1.5498937962470651,0.08900351699882766,1898,1.2114888628370457,1.529241479518396,0.08737727251374083,21287,0.9982180539273153
Jamie,1980-2025,M,90959,11,7,1.3940030367179186,2.6280687860951013,2.240452596571951,0.47397178948757135,Jaime,0.5260282105124287,43112,1.6060312888224364,5.003135795526832,5.0023883151800135,2.6280687860951013,0.47397178948757135,43112,1.6060312888224364,2.6001962525300457,0.4732073061974963,90827,0.9985487967106059
Lori,1980-2025,M,116,2,0,0.8726965039103789,1.831082132221561,1.7076142131979697,0.2931034482758621,Lori,0.7068965517241379,34,1.293103448275862,2.0,1.9999999999999991,1.831082132221561,0.29310344827586204,34,1.293103448275862,0.0,0.0,0,0.0
Nikki,1980-2025,M,2471,6,4,1.723318498070802,3.3019505121300514,2.445089570856785,0.40995548360987455,Nicky,0.5900445163901255,1013,1.7762039660056657,5.80320325411046,5.794781957458863,3.301950512130051,0.40995548360987455,1013,1.7762039660056657,2.725303859715296,0.3755888650963597,2335,0.9449615540267098
Vicki,1980-2025,M,50,1,0,-0.0,1.0,1.0,0.0,Vicky,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Cory,1980-2025,M,250518,14,12,1.5997059748623457,3.0308153817298593,2.406908856171226,0.4733631914672798,Corey,0.5266368085327202,118586,1.7319034959563784,6.092787256358257,6.0924122238316665,3.0308153817298593,0.4733631914672798,118586,1.7319034959563784,3.0282032977892457,0.47331693919264184,250496,0.999912181958981
Cody,1980-2025,M,316151,12,11,0.7485381186592236,1.68008953475197,1.2726726259370902,0.11680810751824289,Cody,0.8831918924817571,36929,1.2497161166657704,5.073520181707683,5.073188393783708,1.68008953475197,0.11680810751824286,36929,1.2497161166657704,1.6797275627757071,0.11679134574325067,316145,0.9999810217269596
Sydney,1980-2025,M,15797,2,2,0.7023406838168346,1.6271425909039157,1.4457455896019265,0.19041590175349754,Sidney,0.8095840982465025,3008,1.1904159017534974,1.9999999993776452,1.9999999993298117,1.6271425909039157,0.1904159017534975,3008,1.1904159017534974,1.6271425909039157,0.19041590175349754,15797,1.0
Annabel,1980-2025,M,45,2,0,0.7642045065086203,1.6984332340231805,1.5283018867924527,0.2222222222222222,Anabel,0.7777777777777778,10,1.2222222222222223,,1.9999999999878226,1.6984332340231807,0.2222222222222222,10,1.2222222222222223,0.0,0.0,0,0.0
Isabel,1980-2025,M,418,2,1,0.27717932137724766,1.2118232759852272,1.1002493639958693,0.04784688995215314,Isabel,0.9521531100478469,20,1.0478468899521531,1.9963641170002973,1.99257529795733,1.2118232759852272,0.04784688995215311,20,1.0478468899521531,1.0,0.0,398,0.9521531100478469
Eleanor,1980-2025,M,56,1,0,-0.0,1.0,1.0,0.0,Eleanor,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Rachel,1980-2025,M,1194,2,2,0.5115770329677486,1.4256076986976047,1.2529098483117431,0.11390284757118929,Rachel,0.8860971524288107,136,1.1139028475711892,1.9999968229168645,1.9999944006954387,1.4256076986976047,0.11390284757118928,136,1.1139028475711892,1.4256076986976047,0.11390284757118929,1194,1.0
Sofia,1980-2025,M,667,2,2,0.8455437322980927,1.7969418613077046,1.6578746334064967,0.2728635682158921,Sophia,0.7271364317841079,182,1.272863568215892,1.9999999999999993,1.9999999999999853,1.7969418613077046,0.272863568215892,182,1.272863568215892,1.7969418613077046,0.2728635682158921,667,1.0
Lee,1980-2025,M,39596,2,2,0.15595504124300152,1.1141589297038759,1.0462801017525867,0.022628548338216037,Lee,0.977371451661784,896,1.0226285483382158,1.8989105555730847,1.898617045363018,1.1141589297038759,0.02262854833821598,896,1.0226285483382158,1.1141589297038759,0.022628548338216037,39596,1.0
Zachary,1980-2025,M,616479,21,20,0.9565803999586864,1.9407044140774024,1.3622968153861652,0.14641374645365046,Zachary,0.8535862535463495,90261,1.3904090812501317,5.84993065642494,5.849781084181877,1.9407044140774024,0.1464137464536505,90261,1.3904090812501317,1.9379290338755824,0.14627941763386987,616382,0.9998426548187367
Nicholas,1980-2025,M,923753,29,29,0.9945688795742887,1.992485022567985,1.4367466039221828,0.17289037220988723,Nicholas,0.8271096277901128,159708,1.377270763937979,5.128890215914166,5.128810962357253,1.992485022567985,0.1728903722098873,159708,1.377270763937979,1.992485022567985,0.17289037220988723,923753,1.0
Michael,1980-2025,M,1634936,15,14,0.2902708793664862,1.2228698612895932,1.0769592949663418,0.03675801376934629,Michael,0.9632419862306537,60097,1.0735778036571462,2.8993379322686708,2.8993052693785595,1.2228698612895932,0.03675801376934632,60097,1.0735778036571462,1.222765308831153,0.03675153294493627,1634925,0.9999932719078912
Christopher,1980-2025,M,1334695,17,17,0.464984838958515,1.3803028479480728,1.132207356620385,0.060928526742064615,Christopher,0.9390714732579354,81321,1.145762140414102,4.034475272216197,4.034409933153776,1.3803028479480728,0.06092852674206466,81321,1.145762140414102,1.3803028479480728,0.060928526742064615,1334695,1.0
Stephanie,1980-2025,M,1698,3,1,0.1770424398708796,1.1305638245183243,1.0495942802433225,0.02414605418138982,Stephanie,0.9758539458186102,41,1.0270906949352179,2.152192117352738,2.138083273249196,1.1305638245183243,0.024146054181389872,41,1.0270906949352179,1.0,0.0,1657,0.9758539458186102
Tyreek,1980-2025,M,9038,11,7,2.589602254147021,6.0193272539091085,5.315266016930415,0.7393228590396106,Tyreek,0.26067714096038946,6682,2.900531090949325,7.662598390818794,7.657476927017321,6.0193272539091085,0.7393228590396105,6682,2.900531090949325,5.704440422511847,0.7360519829710956,8926,0.9876078778490817
Rashawn,1980-2025,M,10540,7,3,1.4937348445412293,2.816170817269768,2.4377469530028293,0.44345351043643266,Rashawn,0.5565464895635673,4674,1.6294117647058823,3.9326879495151124,3.929283392598947,2.816170817269768,0.44345351043643266,4674,1.6294117647058823,2.639532193428372,0.43677388382141147,10415,0.9881404174573055
Tyesha,1980-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Akilah,1980-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Myesha,1980-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Deonte,1980-2025,M,17003,9,7,2.039321507318743,4.110521692987489,3.2295893410752976,0.5262012586014233,Deonte,0.4737987413985767,8947,2.068282067870376,6.4650613873212865,6.462002119810595,4.110521692987489,0.5262012586014233,8947,2.068282067870376,4.037247606848846,0.5246917222255001,16949,0.9968240898664942
Devonte,1980-2025,M,33670,26,14,2.709309392966678,6.540085030561071,4.640635376041487,0.6503415503415504,Devonte,0.34965844965844967,21897,2.9477279477279477,11.056910462088515,11.052351010164585,6.540085030561071,0.6503415503415504,21897,2.9477279477279477,6.229026382488741,0.6474516380188058,33394,0.9918027918027918
Trevon,1980-2025,M,23316,16,11,1.675101291395141,3.193417746920826,2.238695721417289,0.3927346028478298,Trevon,0.6072653971521702,9157,1.8573940641619489,8.228218229255306,8.221137289181534,3.193417746920826,0.3927346028478298,9157,1.8573940641619489,3.1029740590050485,0.3900663392780219,23214,0.9956253216675245
Sherilyn,1980-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jerilyn,1980-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Georgeann,1980-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Annalee,1980-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Nisha,1980-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jessalyn,1980-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Lilyann,1980-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Maylee,1980-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Shaylee,1980-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jaylee,1980-2025,M,129,1,1,-0.0,1.0,1.0,0.0,Jaylee,1.0,0,1.0,1.0,1.0,1.0,0.0,0,1.0,1.0,0.0,129,1.0
Kenisha,1980-2025,M,5,1,0,-0.0,1.0,1.0,0.0,Kenisha,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Tanisha,1980-2025,M,14,1,0,-0.0,1.0,1.0,0.0,Tanisha,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Janine,1980-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Janelle,1980-2025,M,106,3,0,1.2451132487891443,2.3703716041975036,1.9872656526353025,0.33018867924528306,Janelle,0.6698113207547169,35,1.490566037735849,3.0,2.9999999661163947,2.370371604197504,0.330188679245283,35,1.490566037735849,0.0,0.0,0,0.0
Janae,1980-2025,M,16,3,0,1.579434002924965,2.9885258109664425,2.9767441860465116,0.625,Janae,0.375,10,1.9375,,3.0,2.9885258109664425,0.625,10,1.9375,0.0,0.0,0,0.0
Chanel,1980-2025,M,34,2,0,0.6722948170756379,1.5936058152368413,1.4097560975609755,0.17647058823529416,Chanel,0.8235294117647058,6,1.1764705882352942,,1.9999999963024724,1.5936058152368413,0.17647058823529413,6,1.1764705882352942,0.0,0.0,0,0.0
Cadence,1980-2025,M,5783,12,6,2.2695290945782536,4.821657232341047,3.913949401194136,0.6325436624589313,Cadence,0.36745633754106866,3658,2.332526370395988,7.160674875914639,7.149850670516463,4.821657232341047,0.6325436624589313,3658,2.332526370395988,4.464759196309549,0.6271275662396911,5699,0.9854746671277883
Maisie,1980-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jamir,1980-2025,M,21277,21,13,2.744361378542518,6.700930195934785,4.124892375616463,0.5629553038492269,Jamir,0.4370446961507731,11978,3.1251586219861824,12.39037037690966,12.38286931161059,6.700930195934785,0.5629553038492269,11978,3.1251586219861824,6.265765950000581,0.5572748047990859,21004,0.9871692437843681
Emmalyn,1980-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Marilee,1980-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Macy,1980-2025,M,213,3,1,0.5993469760564893,1.5150306452290083,1.257420803192816,0.11267605633802813,Macy,0.8873239436619719,24,1.1408450704225352,2.9790805225838475,2.942432157396179,1.5150306452290083,0.11267605633802817,24,1.1408450704225352,1.0,0.0,189,0.8873239436619719
Journey,1980-2025,M,2272,7,2,0.6831600246180001,1.6056528675547839,1.265404298171556,0.11487676056338025,Journey,0.8851232394366197,261,1.1866197183098592,4.218528233883896,4.187968598394536,1.6056528675547839,0.11487676056338028,261,1.1866197183098592,1.3311126120169563,0.08299133606931142,2193,0.9652288732394366
Jacqueline,1980-2025,M,767,6,1,1.522929890282883,2.873740696378159,2.03296414686825,0.3207301173402868,Jacqueline,0.6792698826597132,246,1.650586701434159,5.463000270432472,5.428833392398572,2.873740696378159,0.32073011734028684,246,1.650586701434159,1.0,0.0,521,0.6792698826597132
Kaylin,1996-2025,ALL,132552,54,45,4.594018386816741,24.1511232948836,16.74144961161967,0.8768935964753455,Kaylin,0.12310640352465448,116234,9.56728680065182,27.97260168570208,27.968900522232076,18.735778140303314,0.8576407749411552,113682,7.4999924557909345,23.91791474085607,0.876702909775061,132347,0.99845343714165
Shaelyn,1996-2025,ALL,14184,27,15,3.556614955342824,11.766513152228484,8.926390964366465,0.7862380146644106,Shaelyn,0.2137619853355894,11152,4.877115059221658,15.742362023317362,15.72902608304695,11.229466648932421,0.7805978567399887,11072,4.7024111675126905,10.480460473696638,0.7804489500362056,13810,0.9736322617033277
Shante,1996-2025,ALL,2840,17,7,3.247502084754397,9.497199008388895,6.417558215216079,0.7257042253521127,Chante,0.27429577464788735,2061,4.278521126760563,14.662864439745654,14.62025074655148,9.420901992676956,0.7235915492957746,2055,4.255281690140845,5.187522529598433,0.6548515728843598,2257,0.7947183098591549
Charisse,1996-2025,ALL,1960,22,5,3.5887656964471994,12.03167582589203,8.262998046959021,0.786734693877551,Charisse,0.21326530612244898,1542,5.154081632653061,17.591361051144425,17.4888177749578,12.03167582589203,0.786734693877551,1542,5.154081632653061,4.440286570290988,0.6840513983371126,1323,0.675
Kamiyah,1996-2025,ALL,1374,9,4,2.3761855038420303,5.191622571277914,4.517314318529863,0.7023289665211063,Kamaiyah,0.29767103347889373,965,2.583697234352256,7.427889423064648,7.378381858023831,5.191622571277914,0.7023289665211062,965,2.583697234352256,3.920343431115532,0.675654242664552,1261,0.9177583697234353
Kayson,1996-2025,ALL,97432,46,27,3.8091021560863347,14.01696553609588,10.423129039427314,0.8416126118728959,Kayson,0.15838738812710404,82000,5.736031283356597,18.28478468526019,18.281860537036028,13.779949480258328,0.8400833401757123,81851,5.655318581164299,13.353016359344057,0.8402963913524926,96629,0.9917583545447081
Kaliyah,1996-2025,ALL,19641,15,13,1.9366093793709356,3.8280492190798383,2.2207512661505264,0.34529810091135893,Kaliyah,0.6547018990886411,6782,2.1665393819051983,9.96047958610507,9.952381041713886,3.8276363998377194,0.3452981009113589,6782,2.1665393819051983,3.7498617307546613,0.34302355285342057,19573,0.9965378544880606
Daylen,1996-2025,ALL,23018,26,20,3.5968792106037912,12.099530904701478,9.149288161958266,0.8193153184464332,Daylen,0.18068468155356676,18859,5.106525328004171,16.842791613411073,16.83245199419807,8.911240460549575,0.7511947171778608,17291,3.905204622469372,11.665011249214954,0.8179310948649476,22843,0.992397254322704
Denisha,1996-2025,ALL,4921,33,10,3.7402176764728816,13.363422856491994,8.006880306993486,0.7496443812233287,Denisha,0.2503556187766714,3689,5.812233285917497,20.6981862513699,20.626920597605512,13.363422856491994,0.7496443812233285,3689,5.812233285917497,6.994626589321428,0.6923076923076923,4004,0.813655761024182
Shani,1996-2025,ALL,1314,6,2,1.2031163036126304,2.3023645814950435,1.600258770580232,0.21765601217656017,Shawnee,0.7823439878234398,286,1.4733637747336377,5.595812436275677,5.568817825710378,2.295010656753856,0.2176560121765601,286,1.4733637747336377,1.3763737805899854,0.09745390693590872,1139,0.8668188736681888
Jaylen,1996-2025,ALL,190246,58,34,3.674328378028328,12.766829419254782,8.172791176647225,0.7649359250654416,Jaylen,0.23506407493455841,145526,5.378341725975842,18.468349044029633,18.46681728124219,9.022085364201978,0.7180702879429791,136610,4.287485676439978,12.4234134132308,0.7639881360762499,189482,0.9959841468414579
Janiece,1996-2025,ALL,2381,15,5,2.671596136684425,6.371336949459605,4.275691697368967,0.625367492650147,Janiece,0.374632507349853,1489,2.992860142797144,11.62552135452209,11.574785492216636,6.371336949459605,0.625367492650147,1489,2.992860142797144,3.645844972221714,0.5533299949924888,1997,0.8387232255354893
Makiyah,1996-2025,ALL,1826,9,6,2.655058180868238,6.298717821524321,5.458348748809052,0.712486308871851,Makaiya,0.28751369112814895,1301,2.986856516976999,7.785539938678069,7.768572923972089,5.811750458807449,0.6894852135815991,1259,2.839539978094195,5.370657067960666,0.6942341292952825,1717,0.9403066812705367
Keshawn,1996-2025,ALL,17209,21,13,2.9700816155145766,7.835805651936533,5.376439705991307,0.6816200825149631,Keshawn,0.3183799174850369,11730,3.459410773432506,12.963799146502408,12.95403888077994,7.805896853600414,0.6816200825149631,11730,3.455982334824801,7.216932783763589,0.6763733018310691,16930,0.9837875530245802
Kian,1996-2025,ALL,17011,4,3,0.8970080557374669,1.8622000378058094,1.5823955092608244,0.23384868614425958,Kian,0.7661513138557404,3978,1.2574216683322557,2.9541514775847664,2.953296984852141,1.861829673549986,0.2338486861442596,3978,1.2574216683322557,1.8536573862616494,0.23339803540968174,17001,0.9994121450825936
Kiana,1996-2025,ALL,38203,31,18,2.5555003262186973,5.878712915559239,3.168259966009964,0.4772400073292673,Kiana,0.5227599926707327,18232,3.089888228673141,13.859528587670772,13.85279515964094,5.877614861187897,0.47724000732926736,18232,3.089888228673141,5.479110989260633,0.4709388576878245,37748,0.9880899405805826
Caitlin,1996-2025,ALL,385361,57,39,3.0693723555423147,8.394080829752355,5.614304546357468,0.6921224514156856,Kaitlyn,0.30787754858431443,266717,3.73180731833268,13.527363706737203,13.526768284076432,8.392687167818824,0.6921224514156855,266717,3.73180731833268,8.284008956693004,0.6916070774101483,384717,0.9983288397113356
Michaela,1996-2025,ALL,262895,97,51,3.119458247364248,8.690614837143913,4.6789826273687485,0.6105365259894635,Makayla,0.38946347401053655,160507,4.532132600467867,16.815269448806735,16.813701724266114,8.687603370353642,0.6105365259894635,160507,4.532048916867951,8.358508237662376,0.608484343274051,261517,0.9947583636052416
Kaylee,1996-2025,ALL,299026,67,52,3.508780730906642,11.382777538375882,4.927043495008213,0.5791302428551364,Kaylee,0.42086975714486363,173175,5.851002922822764,21.523629416234886,21.52205294235021,11.341390337583874,0.578922903025155,173113,5.831753760542561,11.24511390017149,0.5784380390908939,298535,0.99835800231418
Carly,1996-2025,ALL,125310,19,19,3.3530042730657414,10.217740337070161,7.41644178671319,0.703439470114117,Carly,0.296560529885883,88148,4.713686058574734,13.105046261182881,13.104521608452062,10.212913813934604,0.703439470114117,88148,4.7132710877024975,10.217740337070161,0.703439470114117,125310,1.0
Hailey,1996-2025,ALL,391859,26,25,2.540000815141118,5.815893355334316,3.758868850774456,0.5787209174728665,Hailey,0.4212790825271335,226777,2.783779369620195,11.540719923167629,11.540265715976021,5.813867833510468,0.5784657236403911,226677,2.7835165199727454,5.811001234673705,0.5786789852483283,391820,0.9999004744053346
Christy,1996-2025,ALL,16971,13,8,2.6250708002488,6.169146045001118,5.101423218423734,0.6968947027281833,Christy,0.3031052972718166,11827,2.857109186258912,8.365536967085655,8.361964418278456,6.111390152668137,0.6968947027281833,11827,2.8443815921277475,5.87206554370659,0.6940280751843921,16812,0.990631076542337
Taylin,1996-2025,ALL,17146,16,12,3.119968511883262,8.693689150553467,7.339151124364182,0.7906217193514522,Taylin,0.20937828064854777,13556,3.873323224075586,10.832378660394198,10.828396622299817,6.874212184430172,0.7189431937478129,12327,3.3110346436486644,8.545312130020099,0.790009358914366,17096,0.9970838679575411
Cambrie,1996-2025,ALL,11339,12,11,3.0338899687817484,8.190150534608735,7.044670425455662,0.7924861098862334,Cambrie,0.20751389011376664,8986,3.706676073727842,10.291221467861327,10.28488776154966,8.190150534608733,0.7924861098862334,8986,3.706676073727842,8.023279098746466,0.7914746543778801,11284,0.9951494840814886
Maylin,1996-2025,ALL,10459,10,7,2.470420855820848,5.542054337181795,4.579852959123842,0.7183287121139688,Maylin,0.2816712878860312,7513,2.6666985371450425,8.087526597354815,8.082070716541988,5.341845185890694,0.7122095802657998,7449,2.6141122478248393,5.168557352168391,0.713925033987182,10298,0.9846065589444497
Braylen,1996-2025,ALL,69511,21,21,2.977411734692774,7.87571952875319,5.847005821939365,0.7319992519169628,Braylon,0.2680007480830372,50882,3.504409374055905,12.681609016010688,12.678741629949638,5.014633377500852,0.5777790565522004,40162,2.5699097984491663,7.87571952875319,0.7319992519169628,69511,1.0
Raylee,1996-2025,ALL,15757,18,16,2.9708300539443737,7.839871750032489,5.463525506690767,0.6786824903217618,Raylee,0.32131750967823824,10694,3.501681792219331,13.258365608678709,13.246784750103462,7.74928215267763,0.677984387891096,10683,3.481754141016691,7.72787079675122,0.6778442351743446,15716,0.9973979818493368
Chantel,1996-2025,ALL,10137,19,8,2.7384192791832027,6.673387503254576,4.904080739431224,0.6626220775377331,Chantel,0.33737792246226694,6717,2.9888527177665978,10.710648345078123,10.696633692995457,6.673387503254576,0.6626220775377331,6717,2.9888527177665978,5.559794367336445,0.6484013570473939,9727,0.9595541087106639
Jaycee,1996-2025,ALL,36297,17,13,2.9312852989474663,7.627896661469026,5.718658329573878,0.6806072127173044,Jaycee,0.31939278728269554,24704,3.3900597845551976,10.882372191758682,10.879988830642791,7.370967811465424,0.6806072127173045,24704,3.347576934732898,7.498962965208753,0.6796894427099163,36193,0.9971347494283274
Lakeisha,1996-2025,ALL,1807,10,4,2.0071161281927195,4.019778836466603,2.8858288767690374,0.4670724958494743,Lakeisha,0.5329275041505257,844,2.0370780298837854,7.434835728298807,7.390979788222517,4.019778836466603,0.46707249584947425,844,2.0370780298837854,3.0269284398842204,0.4257602862254025,1677,0.9280575539568345
Deshawn,1996-2025,ALL,29306,15,13,2.8375259593609368,7.147932245855181,5.254336697724074,0.6675424827680339,Deshawn,0.33245751723196615,19563,3.1704087900088718,10.955965296038068,10.952367139653775,7.1260970877961,0.666689415136832,19538,3.1692827407356856,7.019193425660888,0.6663356164383561,29200,0.9963829932437044
Jerrell,1996-2025,ALL,8617,18,11,3.1565903713546954,8.917197504235608,6.813485367503339,0.775559939654172,Jarell,0.224440060345828,6683,3.8656144829987236,12.82726711102309,12.812695035205538,8.90136379314607,0.7748636416386213,6677,3.8635255889520717,7.896611959159473,0.7685218432076601,8355,0.969594986654288
Annalise,1996-2025,ALL,36377,20,20,2.7005577036444035,6.500531600310477,4.058655946828001,0.5605739890590208,Annalise,0.4394260109409792,20392,3.091843747422822,12.360813957067354,12.354876057274225,6.500531600310477,0.5605739890590208,20392,3.091843747422822,6.500531600310477,0.5605739890590208,36377,1.0
Aaliyah,1996-2025,ALL,218927,39,39,2.6313061011703556,6.195866680006814,3.387103139622332,0.5115358087398996,Aaliyah,0.4884641912601004,111989,3.3462021587104376,14.132505269972462,14.131018468445324,6.194440420011601,0.5115358087398996,111989,3.3462021587104376,6.195866680006814,0.5115358087398996,218927,1.0
Riley,1996-2025,ALL,390707,57,29,2.1558492133561185,4.456308817405636,2.712941497591926,0.43390571451240956,Riley,0.5660942854875904,169530,2.3821584972882492,10.109934281754914,10.109417520234652,4.0924115843079365,0.43390571451240956,169530,2.3185225757409005,4.366844101004469,0.43254920171484423,389773,0.9976094618217743
Jayden,1996-2025,ALL,492020,75,37,2.321026234839458,4.996875367992144,2.7897902240080352,0.44075240843868135,Jayden,0.5592475915613186,216859,2.76969432136905,12.427042697068538,12.426492476079357,4.652566575686536,0.44075240843868135,216859,2.6235274988821593,4.9307934270731,0.43993055131508774,491298,0.9985325799764238
Kayden,1996-2025,ALL,389232,85,48,3.273383529744444,9.669112867208181,6.838327796497968,0.7905978953426234,Kayden,0.20940210465737658,307726,4.56750472725778,14.714830846208283,14.713986227942318,9.38891089638384,0.7905978953426234,307726,4.495105746701196,9.431483878189995,0.7899237853204908,387983,0.9967911168660336
Mackenzie,1996-2025,ALL,240377,27,27,2.0072143979018198,4.020052654522096,2.846420847841673,0.48531265470490104,Mackenzie,0.514687345295099,116658,2.245252249591267,8.781654438550287,8.780741851378432,4.006594107267529,0.48531265470490104,116658,2.242477441685353,4.020052654522096,0.48531265470490104,240377,1.0
Brittany,1996-2025,ALL,117209,42,20,2.077225972968872,4.219950197969535,2.5625290794278826,0.4151217056710662,Brittany,0.5848782943289338,48656,2.439991809502683,10.520636557389723,10.518410236393464,4.219172937163682,0.4151217056710662,48656,2.439991809502683,3.9754169642919432,0.4102967741935484,116250,0.9918180344512794
Sherry,1996-2025,ALL,4135,7,4,1.891384658103829,3.7099112077763023,2.637918444682276,0.4241837968561064,Sherry,0.5758162031438936,1754,1.958403869407497,6.5905576073968,6.580714515120463,3.7099112077763023,0.4241837968561064,1754,1.958403869407497,2.959898822490486,0.3877603497042942,3889,0.9405078597339782
Kira,1996-2025,ALL,88078,14,13,2.1562687047670135,4.457604763552378,3.5157528488369993,0.6364358863734417,Keira,0.36356411362655827,56056,2.2593496673403117,8.101523920366445,8.100113718635516,4.4572473755402635,0.6363904720815641,56052,2.259304253048435,4.440271563346487,0.6362335139556283,88029,0.9994436749244987
Katherine,1996-2025,ALL,282008,19,15,1.85624123562531,3.6206312131572878,2.817624469169937,0.48974142577515534,Katherine,0.5102585742248447,138111,1.936455703384301,6.780161848477063,6.779731839867317,3.620357711252643,0.48974142577515534,138111,1.936455703384301,3.6046562830175612,0.4894753087514768,281861,0.9994787381918243
Kristen,1996-2025,ALL,57520,17,11,1.9869636626237195,3.964018409472978,2.6348725979703373,0.4412552155771905,Kristen,0.5587447844228095,25381,2.085778859527121,8.968841447011165,8.966794775780384,3.797130669389459,0.4331189151599444,24913,2.0404033379694018,3.8933222497065616,0.4397747873378888,57368,0.9973574408901251
Carrie,1996-2025,ALL,28034,14,10,2.8466701239313017,7.1933815232556455,5.702299791565222,0.7150602839409288,Carrie,0.28493971605907115,20046,3.2042519797388884,10.227050731570412,10.223929403347704,5.688133537117743,0.6196761075836484,17372,2.705429121780695,6.841199755051782,0.712154516954344,27751,0.9899051152172362
Megan,1996-2025,ALL,184773,19,12,1.3142542028276984,2.486737462282467,1.7644475585264654,0.26692211524411036,Megan,0.7330778847558896,49320,1.4945635996601234,5.709653028886975,5.709256896969852,2.486263392263527,0.26692211524411036,49320,1.4945635996601234,2.4642157473764468,0.26614366903785414,184577,0.9989392389580729
Jocelyn,1996-2025,ALL,129186,23,22,2.173409812513979,4.51088282973631,2.413893308974978,0.3742897837226944,Jocelyn,0.6257102162773056,48353,2.56288607124611,12.113700744317557,12.111987688782536,4.508766063528942,0.3742897837226944,48353,2.56283188580806,4.4908772528866505,0.37388266641880064,129102,0.9993497747433933
Madelyn,1996-2025,ALL,188217,21,21,2.3620180571587444,5.140889694231444,3.167278045428676,0.4750580447037196,Madelyn,0.5249419552962804,89414,2.6090682563211613,9.98043626404147,9.979580548622918,5.140009467904515,0.47505804470371965,89414,2.6090682563211613,5.140889694231444,0.4750580447037196,188217,1.0
Adalyn,1996-2025,ALL,136386,22,22,3.0620162897257064,8.35138971586459,6.118015995122897,0.7491678031469506,Adalynn,0.2508321968530494,102176,3.647236519877407,13.173563184264216,13.172236138654561,8.35039586251906,0.7491238103617673,102170,3.6470385523440823,8.35138971586459,0.7491678031469506,136386,1.0
Crystal,1996-2025,ALL,61999,17,9,1.5789355716841167,2.987493494848385,2.107824102460463,0.35513476023806834,Crystal,0.6448652397619317,22018,1.6935595735415088,7.1404481971470375,7.138760186898032,2.9855686065255966,0.35513476023806834,22018,1.6935595735415088,2.921094184155551,0.3531629186215822,61810,0.9969515637348989
Kelsey,1996-2025,ALL,87800,17,15,1.7833977387822635,3.4423594209238564,2.0274230456636135,0.3125740318906606,Kelsey,0.6874259681093394,27444,2.0130068337129843,9.616801427697267,9.614948698960234,3.4237336655743555,0.3125740318906606,27444,2.005170842824602,3.4083538674436293,0.311586103063622,87674,0.9985649202733485
Casey,1996-2025,ALL,100221,19,14,2.1786115609750407,4.527176522811924,2.889223377181492,0.4538370201853903,Casey,0.5461629798146097,45484,2.2840921563345007,9.331925503541576,9.330542055000384,4.016132403840353,0.4538370201853903,45484,2.2736252881132697,4.448466327217639,0.45246026268143125,99969,0.9974855569192086
Aidan,1996-2025,ALL,534695,36,36,2.2441697335918906,4.737643800129303,3.1717795388290124,0.5148692245111699,Aiden,0.4851307754888301,275298,2.489073209960819,10.101569068005883,10.101149986566627,4.709624773471429,0.5142146457326139,274948,2.4775881577347834,4.737643800129303,0.5148692245111699,534695,1.0
Muhammad,1996-2025,ALL,67329,8,8,2.357823578783863,5.125964825251951,4.551850313587911,0.7104071054077737,Muhammad,0.28959289459222626,47831,2.5901171857594796,6.857230090803621,6.856601144679269,5.125964825251951,0.7104071054077737,47831,2.5901171857594796,5.125964825251951,0.7104071054077737,67329,1.0
Alistair,1996-2025,ALL,8309,8,7,2.2533047890547957,4.767737441634612,3.6254818148739663,0.5480803947526778,Alistair,0.45191960524732216,4554,2.3343362618847032,7.365136404009895,7.359467047765269,4.76010001479212,0.5473582861956914,4548,2.3321699362137442,4.565513839512375,0.5431317678549702,8219,0.989168371645204
Kane,1996-2025,ALL,34578,10,8,2.2229246084202106,4.668388442772606,3.3384201872540546,0.5082133148244549,Kane,0.49178668517554514,17573,2.3098212736422004,7.503794474795358,7.5024798687823795,4.667238474969144,0.5082133148244549,17573,2.3098212736422004,4.621206366406358,0.5074298293891029,34523,0.9984093932558274
Reese,1996-2025,ALL,97299,7,7,1.4472740386022092,2.7269231419278164,2.252394076694191,0.39258368534106214,Reese,0.6074163146589379,38198,1.581085108788374,4.171979779914511,4.1715155616387944,2.2525171795908934,0.35959259601845855,34988,1.5478576347136148,2.7269231419278164,0.39258368534106214,97299,1.0
Shay,1996-2025,ALL,25931,5,5,1.7763358918709813,3.425550590613627,3.0241022043711894,0.5411669430411477,Shea,0.45883305695885235,14033,1.8716979676834677,4.345897737459147,4.345352010797401,3.3830103877695423,0.5411669430411477,14033,1.8716979676834677,3.425550590613627,0.5411669430411477,25931,1.0
Blaze,1996-2025,ALL,18380,7,5,1.7714840376577958,3.4140496458517693,2.89601225968842,0.5659412404787814,Blaze,0.4340587595212187,10402,1.861316648531012,5.038377934545703,5.036449729637966,3.3973466059276,0.5523939064200217,10153,1.8477693144722525,3.3259077587191137,0.5639245695545231,18295,0.9953754080522307
Darryl,1996-2025,ALL,25063,11,6,2.142471758768305,4.415178479821943,3.6579776517758074,0.6151697721741212,Darrell,0.3848302278258788,15418,2.201891234090093,6.600691901886982,6.598488135233863,4.35381999909716,0.6042772214020667,15145,2.1801061325459843,4.183665081785197,0.611323796091074,24815,0.9901049355623828
Tory,1996-2025,ALL,29293,8,8,1.72521397241548,3.3062916068323607,2.0585881838068247,0.316594408220394,Tori,0.683405591779606,9274,1.9709486908135048,7.6342532134704175,7.633045085933918,2.712429635618649,0.275936230498754,8083,1.735499948793227,3.3062916068323607,0.316594408220394,29293,1.0
Jeri,1996-2025,ALL,26725,8,5,0.6109884155909742,1.5273052341079303,1.1962775239291012,0.08677268475210476,Jerry,0.9132273152478952,2319,1.1971188026192703,4.694931106490266,4.692454099746806,1.2486467493454387,0.06185219831618335,1653,1.0936950420954163,1.4843076122837957,0.08303276224827172,26616,0.9959214218896164
Terri,1996-2025,ALL,20176,4,4,0.8700941378434844,1.827782161877628,1.4399642605880312,0.17679421094369552,Terry,0.8232057890563045,3567,1.2428132434575734,3.6211452881829267,3.620132482716235,1.275808005378697,0.09179222839016653,1852,1.1448750991276764,1.827782161877628,0.17679421094369552,20176,1.0
Shawn,1996-2025,ALL,187769,6,4,1.213055909415807,2.318281743492853,1.9949834591523896,0.35275790998514134,Sean,0.6472420900148587,66237,1.4306994232274763,3.136859589932764,3.136823433853198,2.3137095088050983,0.3512454132471281,65953,1.4291389952548077,2.3060573172634418,0.35234055252387453,187648,0.9993555911785226
Lindsey,1996-2025,ALL,82802,39,25,2.1904671963819555,4.564532783535293,2.793302074314946,0.48530228738436265,Lindsey,0.5146977126156373,40184,2.692712736407333,11.87133130063389,11.867687771687498,4.55923777282782,0.4853022873843627,40184,2.692712736407333,4.3526482394737585,0.4817346045335149,82232,0.9931161083065626
Bailey,1996-2025,ALL,165938,18,16,1.7749455545223995,3.4222509488912403,2.091554889378114,0.3274717062999434,Bailey,0.6725282937000566,54340,1.9509696392628573,8.994268299284817,8.993315508559066,3.3252844820206158,0.3274717062999434,54340,1.9293471055454448,3.4087101323511044,0.3271351481715957,165855,0.9994998131832371
Jamie,1996-2025,ALL,94300,11,11,1.7804461483866776,3.4353239433953773,2.534926205499944,0.4717179215270414,Jamie,0.5282820784729586,44483,1.9003817603393425,7.78240190490968,7.7812200877229225,2.8354045920193576,0.32030752916224814,30205,1.7224496288441145,3.4353239433953773,0.4717179215270414,94300,1.0
Lori,1996-2025,ALL,8593,10,7,1.643661036205207,3.1245773093815825,2.279076145055244,0.3943907831956244,Lori,0.6056092168043756,3389,1.7191900384033514,6.78655120927798,6.777181517196634,3.1245773093815825,0.3943907831956244,3389,1.7191900384033514,3.0166546543307295,0.3907036646762674,8541,0.9939485627836612
Nikki,1996-2025,ALL,9770,8,7,1.5870559580860337,3.004356382162454,2.024537368558068,0.31699078812691917,Nikki,0.6830092118730808,3097,1.713408393039918,6.615841159898796,6.609378873044157,2.6192726503657107,0.26642784032753325,2603,1.5785056294779938,2.9452154473922594,0.31453518233179245,9735,0.996417604912999
Vicki,1996-2025,ALL,4264,7,3,1.433442085151019,2.7009034815109443,2.051917009166406,0.33724202626641653,Vicky,0.6627579737335835,1438,1.5546435272045027,5.045646450004533,5.032317867806773,2.6977731880459306,0.33724202626641653,1438,1.5546435272045027,2.3012040613250804,0.3137445361826129,4118,0.9657598499061913
Cory,1996-2025,ALL,93154,14,13,2.347642616281364,5.089918712714717,3.4814484872731697,0.5398157889086889,Corey,0.46018421109131114,50286,2.445262683298624,9.486325385395089,9.485180007691588,3.7076468734979704,0.46109667861820214,42953,2.0061940442707775,5.063342846584623,0.539444987591186,93079,0.9991948815939198
Cody,1996-2025,ALL,141512,12,10,1.1620192325002006,2.237704032600521,1.526356308099162,0.19820933913731698,Cody,0.801790660862683,28049,1.4645471762112048,6.6023846393178,6.601638340083421,2.02208686821407,0.1855319690202951,26255,1.4037325456498388,2.228971320572734,0.19782387375922628,141444,0.9995194753801798
Sydney,1996-2025,ALL,188170,17,12,1.2085354630155487,2.31102915923499,1.5993615324010133,0.22064622415900514,Sydney,0.7793537758409949,41519,1.4654567678163364,6.108443684821249,6.107979025059425,2.1738350536989404,0.19350055800605837,36411,1.4383111016633894,2.2948331079924245,0.21999957449977126,188014,0.9991709624275921
Annabel,1996-2025,ALL,76585,6,6,1.6590722599498913,3.158133723591616,2.2075132729364007,0.3517921263955083,Annabelle,0.6482078736044917,26942,1.7737677090814128,5.7456299757321,5.74535921321491,3.1579549336747585,0.3517921263955083,26942,1.7737677090814128,3.158133723591616,0.3517921263955083,76585,1.0
Isabel,1996-2025,ALL,178141,13,10,1.668140868348536,3.1780478977725317,2.50728444677392,0.5530675139355903,Isabel,0.44693248606440966,98524,1.853060216345479,6.8214773113573,6.820936303053886,3.1766149520769176,0.5530675139355904,98524,1.8530602163454792,3.161716988873647,0.552771271127888,178023,0.9993376033591369
Eleanor,1996-2025,ALL,106214,13,13,0.7576411143018636,1.6907239369205773,1.2276651320203114,0.0983956917167228,Eleanor,0.9016043082832772,10451,1.3535974541962454,6.377771431970942,6.37635920877106,1.690643128582094,0.09839569171672284,10451,1.3535974541962452,1.6907239369205773,0.0983956917167228,106214,1.0
Rachel,1996-2025,ALL,175607,9,7,0.7488077444390611,1.6804035566145539,1.3292557600123267,0.13991469588342154,Rachel,0.8600853041165785,24570,1.2038472270467577,4.046005575506674,4.0456047651775995,1.680224905119911,0.1399146958834215,24570,1.203847227046758,1.6708086079908242,0.13931675071943472,175485,0.9993052668743273
Sofia,1996-2025,ALL,569573,6,6,0.9286936139580122,1.9035515156479172,1.7603307008506037,0.31266404833094263,Sophia,0.6873359516690574,178085,1.318603585492992,2.3177485635120925,2.3177228327101753,1.9035432214568813,0.31266404833094263,178085,1.3186035854929918,1.9035515156479172,0.31266404833094263,569573,1.0
Lee,1996-2025,ALL,15865,2,2,0.6159970159480915,1.532616790159604,1.3485292036881038,0.15247399936968165,Lee,0.8475260006303184,2419,1.1524739993696818,1.9999999382248639,1.9999999346413537,1.211659030811342,0.08011345729593444,1271,1.0801134572959346,1.532616790159604,0.15247399936968165,15865,1.0
Zachary,1996-2025,ALL,338519,21,19,1.0256910598021263,2.0359343757672486,1.4033196847070954,0.1597133395762128,Zachary,0.8402866604237872,54066,1.425500488894272,6.127110289364486,6.126819584936929,2.035410424942939,0.15971333957621286,54066,1.4252198547201194,2.029814221400329,0.15942778454155393,338404,0.9996602849470783
Nicholas,1996-2025,ALL,487147,29,24,1.1776996048960817,2.2621578546228474,1.6348946583948893,0.23376722016147078,Nicholas,0.7662327798385292,113879,1.4584858369239675,5.042306613325858,5.042183297874483,2.261939793634712,0.23376722016147078,113879,1.4584858369239675,2.246876586859131,0.2331816547686303,486775,0.9992363701305766
Michael,1996-2025,ALL,625025,14,13,0.3648040234746279,1.2877066948093145,1.0957646121090292,0.045065397384104644,Michael,0.9549346026158954,28167,1.1072789088436463,3.5877875357058446,3.5876620920636193,1.2807618523369888,0.04506539738410464,28167,1.1053413863445463,1.2865456122260936,0.044979830999617554,624969,0.9999104035838566
Christopher,1996-2025,ALL,490136,17,12,0.5838574584656006,1.4988515045194266,1.1750973179551847,0.07845169503974403,Christopher,0.921548304960256,38452,1.1948622423164184,4.7847663299359136,4.784566896311863,1.4987231938222327,0.07845169503974407,38452,1.1948622423164184,1.4886858275700465,0.0777818612438238,489780,0.9992736709811154
Stephanie,1996-2025,ALL,125688,18,13,0.9917974933732739,1.9886611755552372,1.3596236131080528,0.1450257781172427,Stephanie,0.8549742218827573,18228,1.4313776971548597,6.742517411056937,6.741525748415798,1.9881004352527512,0.1450257781172427,18228,1.4313776971548597,1.958206782046669,0.14338326145702962,125447,0.9980825536248489
Tyreek,1996-2025,ALL,7754,11,7,2.578933693790901,5.974979212321849,5.2806413161053785,0.7632189837503224,Tyreek,0.2367810162496776,5918,2.92029920041269,7.71777214080958,7.7114849615941825,5.974979212321849,0.7632189837503224,5918,2.92029920041269,5.633711377264636,0.7599058454295802,7647,0.9862006706216147
Rashawn,1996-2025,ALL,6006,6,3,1.4469265249377845,2.7262663649217775,2.3865118549421425,0.4375624375624375,Rashawn,0.5624375624375625,2628,1.5999000999000998,3.6156668204410845,3.611343345247325,2.7152663058067774,0.43756243756243757,2628,1.599067599067599,2.6138575173180802,0.43350662418245844,5963,0.9928404928404928
Tyesha,1996-2025,ALL,2318,10,5,2.1363647013627025,4.396528135757445,3.2147791468377664,0.5038826574633304,Tyesha,0.49611734253666956,1168,2.186367558239862,7.284795289763312,7.254553375165526,4.396528135757445,0.5038826574633305,1168,2.186367558239862,3.7677477894451843,0.4856887298747764,2236,0.9646246764452114
Akilah,1996-2025,ALL,3460,11,4,1.75215853463702,3.3686219646760494,2.834788267013205,0.5604046242774566,Akeelah,0.43959537572254337,1939,1.8494219653179191,5.338406228695509,5.32046995888834,3.36862196467605,0.5604046242774566,1939,1.8494219653179191,3.0791428293076906,0.5535661872615204,3407,0.9846820809248555
Myesha,1996-2025,ALL,2075,10,5,2.209072670749872,4.62377972719125,3.3552843317329537,0.5118072289156627,Myesha,0.48819277108433734,1062,2.312289156626506,7.59191540451052,7.554038318486744,4.62377972719125,0.5118072289156627,1062,2.312289156626506,3.8934466564870296,0.49146586345381527,1992,0.96
Deonte,1996-2025,ALL,10359,8,5,2.0676052620085996,4.191902792224652,3.3513712860595897,0.5506323004150979,Deonte,0.449367699584902,5704,2.0905492808186117,6.419442778504439,6.4145619381732555,4.191902792224652,0.550632300415098,5704,2.0905492808186117,3.822920107508095,0.5414244901980101,10151,0.9799208417800946
Devonte,1996-2025,ALL,20181,20,10,2.7675807856171217,6.809650644799498,5.008255948267367,0.6589861751152073,Devonte,0.34101382488479265,13299,3.033298647242456,10.692192066395762,10.685876551966402,6.806420452870052,0.6588375204400179,13296,3.033149992567266,6.162536155212161,0.6522837510105093,19792,0.980724443783757
Trevon,1996-2025,ALL,17062,15,9,1.602319021119167,3.0363098466320952,2.1134406379296413,0.3588676591255422,Trevon,0.6411323408744578,6123,1.76925331145235,7.835424598629884,7.826503121902311,3.035898380721405,0.35886765912554214,6123,1.7692533114523503,2.838518494337259,0.3512247197675108,16861,0.9882194350017582
Sherilyn,1996-2025,ALL,539,5,2,1.4460358232491375,2.724583721991305,2.2703161020591565,0.40630797773654914,Sherilyn,0.5936920222634509,219,1.567717996289425,4.3530550156911785,4.279745729597314,2.724583721991305,0.40630797773654914,219,1.567717996289425,1.8663827422248447,0.3162393162393162,468,0.8682745825602969
Jerilyn,1996-2025,ALL,1485,11,5,2.6790395322884564,6.404293971351616,5.285837557976485,0.7084175084175084,Jerilyn,0.2915824915824916,1052,2.9420875420875423,9.145184081481904,9.088690863782833,6.404293971351616,0.7084175084175084,1052,2.9420875420875423,4.643228208043296,0.6761406133133883,1337,0.9003367003367003
Georgeann,1996-2025,ALL,62,2,0,0.987956501491916,1.9833736601371683,1.9672466734902763,0.4354838709677419,Georgeann,0.5645161290322581,27,1.435483870967742,,2.0,1.9833736601371683,0.43548387096774194,27,1.435483870967742,0.0,0.0,0,0.0
Annalee,1996-2025,ALL,14791,12,8,2.5990903946149597,6.059044891811973,4.66848043017327,0.6261239943208707,Annalee,0.3738760056791292,9261,2.8315867757420055,8.514463612166471,8.511901591935622,6.059044891811973,0.6261239943208708,9261,2.8315867757420055,5.850505959496287,0.6236046828205826,14692,0.9933067405854912
Nisha,1996-2025,ALL,1919,6,3,1.5468543116756361,2.9217936893824623,2.3708761441340056,0.41115164147993744,Nisha,0.5888483585200626,789,1.6425221469515372,4.7125675526529305,4.690590670478814,2.9217936893824623,0.4111516414799375,789,1.6425221469515372,2.5448222040160298,0.3918191603875134,1858,0.9682126107347577
Jessalyn,1996-2025,ALL,4648,13,5,2.1213859067460956,4.351117288886444,2.796461148381892,0.4384681583476764,Jessalyn,0.5615318416523236,2038,2.214500860585198,8.830599383273567,8.806497191637252,4.351117288886444,0.43846815834767644,2038,2.214500860585198,3.304405401521236,0.4004135079255686,4353,0.9365318416523236
Lilyann,1996-2025,ALL,8693,8,5,2.034052631255866,4.095537009120292,3.635033112662422,0.6207293224433452,Lilyann,0.3792706775566548,5396,2.140112734383987,5.314574889544604,5.3111805350749846,4.095537009120292,0.6207293224433452,5396,2.140112734383987,3.9869776838516593,0.6189320388349515,8652,0.9952835614862533
Maylee,1996-2025,ALL,13835,26,18,3.545905982608765,11.679494932398061,7.042294705082296,0.6752439465124684,Maylee,0.3247560534875316,9342,5.307408745934225,17.259359612369256,17.24833879076208,11.679494932398061,0.6752439465124683,9342,5.307408745934225,11.212046216979111,0.6725934562413467,13723,0.9919045898084569
Shaylee,1996-2025,ALL,12056,28,19,3.08789835735239,8.50256633978459,3.670925815883443,0.4930325149303252,Shaylee,0.5069674850696748,5944,4.841406768414068,18.878468629075584,18.85481204867722,8.50256633978459,0.4930325149303251,5944,4.841406768414068,7.529460318610133,0.47903170814865326,11732,0.9731254147312541
Jaylee,1996-2025,ALL,17766,28,20,3.1399111005527596,8.814697745065935,4.041829266359355,0.5242598221321626,Jaylee,0.47574017786783745,9314,4.671057075312395,18.37059465057276,18.35459773191693,8.769615304618018,0.5242598221321626,9314,4.671057075312395,8.047917307470245,0.5147548513032495,17418,0.9804120229652145
Kenisha,1996-2025,ALL,2948,23,7,3.174469164434796,9.028392655643353,6.081872589142252,0.6882632293080054,Kenisha,0.31173677069199457,2029,3.896200814111262,14.405814924078163,14.335528689183262,9.028392655643353,0.6882632293080054,2029,3.896200814111262,5.57956279178073,0.6401722787783868,2554,0.8663500678426052
Tanisha,1996-2025,ALL,6696,30,11,3.0465498899824848,8.262336912243114,3.902642693728081,0.5179211469534051,Tanisha,0.482078853046595,3468,4.276433691756273,17.346722360924282,17.303066449550112,8.262336912243114,0.517921146953405,3468,4.276433691756273,5.433322042825136,0.46423236514522825,6025,0.8997909199522103
Janine,1996-2025,ALL,4252,17,6,2.419533807920302,5.349981148353295,3.580868447801469,0.5463311382878646,Janine,0.45366886171213544,2323,2.5482126058325494,10.248416546062554,10.213340952080891,5.349981148353295,0.5463311382878645,2323,2.5482126058325494,4.050808498980545,0.5161775771256584,3987,0.9376763875823142
Janelle,1996-2025,ALL,28113,26,13,1.9751881546714238,3.9317951410630534,2.167617991975378,0.33440045530537477,Janelle,0.6655995446946252,9401,2.3095009426244086,10.823797929501866,10.816428742745385,3.9307668067565715,0.3344004553053747,9401,2.309500942624408,3.590824496738227,0.324695947165181,27709,0.9856294241098424
Janae,1996-2025,ALL,16371,16,9,1.8375644061850436,3.5740613679197217,2.2246668965461773,0.353246594587991,Janae,0.646753405412009,5783,1.9654266691100115,8.760747784244256,8.752693748557046,3.561529358221411,0.35294117647058826,5778,1.9596237248793598,3.30146946024238,0.3441932486838031,16145,0.9861951010933968
Chanel,1996-2025,ALL,17755,18,9,2.2841709367889997,4.870841158928523,3.01323873079726,0.45722331737538724,Chanel,0.5427766826246128,8118,2.450689946493945,9.546735084945173,9.539984786591697,4.869835217219336,0.45722331737538724,8118,2.4506899464939456,4.401184547233454,0.44659469392442863,17414,0.9807941424950718
Cadence,1996-2025,ALL,73324,31,23,2.8126505655902236,7.025741838557455,4.705445927199868,0.6695761278708199,Cadence,0.33042387212918006,49096,3.285349953630462,13.155302890978602,13.15185465404202,6.937413342713499,0.6695761278708199,49096,3.266352081173968,6.874495200390758,0.6684592963586354,73077,0.9966313894495663
Maisie,1996-2025,ALL,27842,18,13,2.7292855857786704,6.63127178598133,4.343440608559662,0.5795919833345305,Maisie,0.42040801666546945,16137,3.0485956468644493,11.342239449625849,11.337863449441402,6.63127178598133,0.5795919833345305,16137,3.0485956468644493,6.490931920877603,0.5781069780853518,27744,0.9964801379211263
Jamir,1996-2025,ALL,20502,21,13,2.7492980551747674,6.723899005720124,4.123448431536299,0.5633596722270998,Jamir,0.4366403277729002,11550,3.142669007901668,12.464082622541707,12.456391450066825,6.71846177068536,0.5633596722270998,11550,3.142669007901668,6.287415997529522,0.5576856564059489,20239,0.9871719832211492
Emmalyn,1996-2025,ALL,23794,20,13,2.93398418973035,7.64217974114628,5.012849457682382,0.6329326721022106,Emmalyn,0.36706732789778934,15060,3.4287635538371015,12.795195393402999,12.789335248729913,7.64217974114628,0.6329326721022106,15060,3.428763553837102,7.171531678089965,0.6283087922376372,23498,0.9875598890476591
Marilee,1996-2025,ALL,1510,8,4,2.1816366884103937,4.5366793311637785,3.8940123646548486,0.6794701986754967,Marilee,0.3205298013245033,1026,2.309933774834437,6.808465156334927,6.763264672845597,4.5366793311637785,0.6794701986754967,1026,2.309933774834437,3.7136291454542807,0.6624825662482566,1434,0.9496688741721855
Macy,1996-2025,ALL,83780,15,12,2.3894387602190577,5.239534925751718,4.3139294770346135,0.675698257340654,Macy,0.3243017426593459,56610,2.534495106230604,8.075454752743326,8.07438298549427,5.23618453228557,0.6756982573406541,56610,2.534280257818095,5.193649154211261,0.675264139216905,83668,0.9986631654332776
Journey,1996-2025,ALL,58542,21,17,2.4261424079544285,5.374544196197647,3.774463928145612,0.6130812066550511,Journey,0.38691879334494894,35891,2.5897816951931945,9.861841207804678,9.859237112062905,5.255273845023588,0.6130812066550511,35891,2.5881418468791635,5.298742317751481,0.6122798308827305,58421,0.9979331078541902
Jacqueline,1996-2025,ALL,119071,46,25,2.5982164673545243,6.055375674911021,3.100909331564151,0.4559464521168043,Jacqueline,0.5440535478831957,54290,3.203584416020693,13.720309638914243,13.718241579961898,6.021589325311115,0.45594645211680424,54290,3.180161416297839,5.813389944910888,0.4527938505722854,118385,0.9942387315131308
Kaylin,1996-2025,F,112168,48,39,4.211846482360721,18.53071293512587,13.08179699826641,0.8589704728621353,Kaylin,0.14102952713786462,96349,7.406657870337351,22.97280987219823,22.969408980191886,18.53071293512587,0.8589704728621353,96349,7.406657870337351,18.253892754595714,0.8586112278004702,111883,0.9974591683902717
Shaelyn,1996-2025,F,13981,27,14,3.5083355128573497,11.379265336573335,8.710722531682416,0.7831342536299264,Shaelyn,0.21686574637007366,10949,4.737858522280238,15.182148436822887,15.16964203008843,11.379265336573335,0.7831342536299263,10949,4.737858522280238,10.092831241373197,0.7770916041758564,13602,0.9728917817037408
Shante,1996-2025,F,2828,17,7,3.245352600869458,9.483059584853478,6.408967572046537,0.7245403111739745,Chante,0.27545968882602545,2049,4.266973125884017,14.652376342109847,14.609244223583687,9.483059584853478,0.7245403111739745,2049,4.266973125884017,5.193698862639223,0.6539315859617947,2251,0.795968882602546
Charisse,1996-2025,F,1960,22,5,3.5887656964471994,12.03167582589203,8.262998046959021,0.786734693877551,Charisse,0.21326530612244898,1542,5.154081632653061,17.591361051144425,17.4888177749578,12.03167582589203,0.786734693877551,1542,5.154081632653061,4.440286570290988,0.6840513983371126,1323,0.675
Kamiyah,1996-2025,F,1374,9,4,2.3761855038420303,5.191622571277914,4.517314318529863,0.7023289665211063,Kamaiyah,0.29767103347889373,965,2.583697234352256,7.427889423064648,7.378381858023831,5.191622571277914,0.7023289665211062,965,2.583697234352256,3.920343431115532,0.675654242664552,1261,0.9177583697234353
Kayson,1996-2025,F,1809,19,5,3.387553894401444,10.465387997080644,7.676888502077287,0.7595356550580431,Kaysen,0.24046434494195687,1374,4.47705914870094,15.190558281343257,15.10161135610642,10.465387997080644,0.7595356550580431,1374,4.47705914870094,4.651724014963818,0.6721929163526752,1327,0.7335544499723604
Kaliyah,1996-2025,F,19636,15,13,1.9369468774807914,3.82894484183368,2.221264716121937,0.34538602566714194,Kaliyah,0.6546139743328581,6782,2.1668364228967203,9.961298031292253,9.953197461611126,3.82894484183368,0.345386025667142,6782,2.1668364228967203,3.7507256563190676,0.34311120196238754,19568,0.9965369729069057
Daylen,1996-2025,F,8126,18,10,2.9441679753851573,7.696315679999419,5.985217485728975,0.7647058823529411,Daylin,0.23529411764705882,6214,3.414225941422594,11.451311069280369,11.436439930842878,7.696315679999419,0.7647058823529411,6214,3.414225941422594,6.869694433681262,0.7583722987488942,7913,0.9737878414964312
Denisha,1996-2025,F,4921,33,10,3.7402176764728816,13.363422856491994,8.006880306993486,0.7496443812233287,Denisha,0.2503556187766714,3689,5.812233285917497,20.6981862513699,20.626920597605512,13.363422856491994,0.7496443812233285,3689,5.812233285917497,6.994626589321428,0.6923076923076923,4004,0.813655761024182
Shani,1996-2025,F,1297,6,2,1.214209807621641,2.320136696299427,1.6108715532637166,0.22050886661526603,Shawnee,0.779491133384734,286,1.479568234387047,5.604982457243806,5.577956068564236,2.320136696299427,0.220508866615266,286,1.479568234387047,1.3808877997877134,0.09893048128342241,1122,0.8650732459521974
Jaylen,1996-2025,F,76170,45,29,3.8225371839767313,14.148107529676427,10.328259255717926,0.8185506104765656,Jaelyn,0.18144938952343442,62349,5.835184455822502,18.475919436027294,18.471878139238726,14.148107529676427,0.8185506104765656,62349,5.835184455822502,13.552528215036885,0.8171825396825396,75600,0.9925167388735723
Janiece,1996-2025,F,2381,15,5,2.671596136684425,6.371336949459605,4.275691697368967,0.625367492650147,Janiece,0.374632507349853,1489,2.992860142797144,11.62552135452209,11.574785492216636,6.371336949459605,0.625367492650147,1489,2.992860142797144,3.645844972221714,0.5533299949924888,1997,0.8387232255354893
Makiyah,1996-2025,F,1744,9,5,2.6113528949121494,6.110764551632973,5.215164349033795,0.6989678899082569,Makaiya,0.30103211009174313,1219,2.9030963302752295,7.801726617607158,7.782253536076832,6.110764551632973,0.6989678899082569,1219,2.9030963302752295,4.625728002705313,0.6643222506393862,1564,0.8967889908256881
Keshawn,1996-2025,F,176,5,0,1.8871965833061577,3.6991571295728436,2.8201019664967224,0.44886363636363635,Keshawn,0.5511363636363636,79,2.0795454545454546,4.999999869286057,4.999956681074567,3.6991571295728427,0.44886363636363635,79,2.0795454545454546,0.0,0.0,0,0.0
Kian,1996-2025,F,96,2,0,0.8571484374283715,1.8114543351456711,1.678688524590164,0.28125,Kian,0.71875,27,1.28125,,1.9999999999999956,1.8114543351456713,0.28125,27,1.28125,0.0,0.0,0,0.0
Kiana,1996-2025,F,38192,31,18,2.55596678108538,5.880613939350527,3.169457853689438,0.47737746124842895,Kiana,0.522622538751571,18232,3.090490155006284,13.861025432268498,13.854290057157,5.880613939350527,0.477377461248429,18232,3.090490155006284,5.48081083870584,0.4710761321779686,37737,0.9880865102639296
Caitlin,1996-2025,F,385056,57,39,3.070018404184022,8.397840597943576,5.617057055062055,0.6922603465469958,Kaitlyn,0.30773965345300425,266559,3.7331972492312806,13.53098211881529,13.530386043485805,8.397840597943576,0.6922603465469958,266559,3.7331972492312806,8.287649846270336,0.6917447946474096,384412,0.9983275159976731
Michaela,1996-2025,F,262698,97,51,3.120509602923146,8.696950380006275,4.682906360347448,0.6108268810573358,Makayla,0.3891731189426642,160463,4.53445020517857,16.82149234767335,16.819922912032304,8.696950380006275,0.6108268810573358,160463,4.53445020517857,8.364421272643073,0.6087746823817541,261320,0.9947544328468432
Kaylee,1996-2025,F,298500,67,52,3.5059018898872782,11.360086302272192,4.921414919908773,0.5789246231155779,Kaylee,0.4210753768844221,172809,5.838147403685092,21.485299474825673,21.48372267779032,11.360086302272192,0.5789246231155779,172809,5.838147403685092,11.222451753047125,0.5782308587995665,298009,0.9983551088777219
Carly,1996-2025,F,125221,19,19,3.353368093021541,10.220317379690044,7.4192736397659464,0.7035241692687328,Carly,0.2964758307312671,88096,4.715159597831034,13.105980139016882,13.105455131789974,10.220317379690044,0.7035241692687328,88096,4.715159597831034,10.220317379690044,0.7035241692687328,125221,1.0
Hailey,1996-2025,F,391281,26,25,2.540992936662016,5.81989424065812,3.760519528005451,0.5786353030175244,Hailey,0.42136469698247553,226409,2.785174848765976,11.545856159907277,11.545401221536558,5.81989424065812,0.5786353030175245,226409,2.785174848765976,5.814992779608055,0.5785933003102939,391242,0.9999003273862007
Christy,1996-2025,F,16852,13,8,2.622923745770157,6.159971797483302,5.09807362081076,0.6986114407785426,Christy,0.3013885592214574,11773,2.854201281746974,8.37180116983938,8.368171003379468,6.159971797483302,0.6986114407785426,11773,2.854201281746974,5.861582174278031,0.6957407296471575,16693,0.99056491811061
Taylin,1996-2025,F,12390,13,10,3.038771350484792,8.217908973774968,7.20391903602173,0.7850686037126715,Taylin,0.2149313962873285,9727,3.756093623890234,9.909522521246224,9.905276573150587,8.217908973774968,0.7850686037126715,9727,3.756093623890234,8.034200405622716,0.7841452541136419,12337,0.9957223567393059
Cambrie,1996-2025,F,11339,12,11,3.0338899687817484,8.190150534608735,7.044670425455662,0.7924861098862334,Cambrie,0.20751389011376664,8986,3.706676073727842,10.291221467861327,10.28488776154966,8.190150534608733,0.7924861098862334,8986,3.706676073727842,8.023279098746466,0.7914746543778801,11284,0.9951494840814886
Maylin,1996-2025,F,10388,9,7,2.430685339768149,5.39149488211402,4.520849511561352,0.7164035425490951,Maylin,0.2835964574509049,7442,2.6244705429341546,7.63277583502263,7.628891907091206,5.39149488211402,0.7164035425490951,7442,2.6244705429341546,5.165465971273067,0.7137304440773491,10291,0.9906623026569118
Braylen,1996-2025,F,28387,14,12,2.388265058828866,5.2352740470397165,3.607030591300647,0.6166202839327861,Braelyn,0.3833797160672139,17504,2.603550921196322,10.156211358767916,10.15216727001122,5.2352740470397165,0.6166202839327861,17504,2.603550921196322,5.099325328676813,0.6147337864627584,28248,0.9951033923979287
Raylee,1996-2025,F,15504,18,16,2.9728304043543985,7.850749563728587,5.476306694843381,0.6790505675954592,Raylee,0.32094943240454077,10528,3.5065789473684212,13.257424660008866,13.24573278208154,7.850749563728587,0.6790505675954592,10528,3.5065789473684212,7.7371324736457465,0.678199573174675,15463,0.9973555211558307
Chantel,1996-2025,F,10137,19,8,2.7384192791832027,6.673387503254576,4.904080739431224,0.6626220775377331,Chantel,0.33737792246226694,6717,2.9888527177665978,10.710648345078123,10.696633692995457,6.673387503254576,0.6626220775377331,6717,2.9888527177665978,5.559794367336445,0.6484013570473939,9727,0.9595541087106639
Jaycee,1996-2025,F,34218,17,13,2.9659659476374594,7.8134838055261255,5.968219612171998,0.6981997778946754,Jaycee,0.3018002221053247,23891,3.4527733941200536,10.979735500609777,10.977198867916016,7.8134838055261255,0.6981997778946754,23891,3.4527733941200536,7.675381396852093,0.6972797092102949,34114,0.9969606639780233
Lakeisha,1996-2025,F,1807,10,4,2.0071161281927195,4.019778836466603,2.8858288767690374,0.4670724958494743,Lakeisha,0.5329275041505257,844,2.0370780298837854,7.434835728298807,7.390979788222517,4.019778836466603,0.46707249584947425,844,2.0370780298837854,3.0269284398842204,0.4257602862254025,1677,0.9280575539568345
Deshawn,1996-2025,F,291,6,2,1.7597668450065789,3.3864339211785923,2.735086076031136,0.5360824742268041,Dashawn,0.4639175257731959,156,1.859106529209622,5.89474821321979,5.814101786445021,3.386433921178592,0.5360824742268041,156,1.859106529209622,1.9895966781655996,0.44897959183673475,245,0.8419243986254296
Jerrell,1996-2025,F,6,1,0,-0.0,1.0,1.0,0.0,Jarel,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Annalise,1996-2025,F,36377,20,20,2.7005577036444035,6.500531600310477,4.058655946828001,0.5605739890590208,Annalise,0.4394260109409792,20392,3.091843747422822,12.360813957067354,12.354876057274225,6.500531600310477,0.5605739890590208,20392,3.091843747422822,6.500531600310477,0.5605739890590208,36377,1.0
Aaliyah,1996-2025,F,218784,39,39,2.6321170186204093,6.199350263566481,3.3887665753784533,0.5116736141582565,Aaliyah,0.4883263858417435,111946,3.3475391253473745,14.136802801762355,14.135314632573698,6.199350263566481,0.5116736141582565,111946,3.3475391253473745,6.199350263566481,0.5116736141582565,218784,1.0
Riley,1996-2025,F,290528,56,28,2.341396718979838,5.067930426336454,3.3187133866874867,0.5253125344200903,Riley,0.4746874655799097,152618,2.578161141094834,10.384028153111881,10.383279132961745,5.067930426336454,0.5253125344200903,152618,2.578161141094834,4.943963369898106,0.5238588459506769,289641,0.9969469379887653
Jayden,1996-2025,F,71179,35,22,3.02685026105229,8.150283601892221,5.638233625267698,0.6929009960803045,Jayden,0.3070990039196954,49320,3.651203304345383,13.66416479435373,13.660495551563464,8.150283601892221,0.6929009960803045,49320,3.651203304345383,7.874972252209798,0.6912221719968358,70792,0.9945630031329465
Kayden,1996-2025,F,20121,34,16,3.2552334729707915,9.548231020258973,5.161575489843963,0.5989264947070225,Kayden,0.4010735052929775,12051,4.428308732170369,16.378845140807332,16.367259463674287,9.548231020258973,0.5989264947070225,12051,4.428308732170369,8.294002876502839,0.5871278010846208,19546,0.9714228915063864
Mackenzie,1996-2025,F,235827,27,27,2.0183119193760346,4.051095005917409,2.870231623448363,0.4891721473792229,Mackenzie,0.5108278526207771,115360,2.258977979620654,8.838049326636876,8.837113539137905,4.051095005917409,0.48917214737922293,115360,2.258977979620654,4.051095005917409,0.4891721473792229,235827,1.0
Brittany,1996-2025,F,117120,42,20,2.0780351027699124,4.2223176041414545,2.5639406260708517,0.415343237704918,Brittany,0.584656762295082,48645,2.4409494535519127,10.524642264112227,10.522413508806007,4.2223176041414545,0.41534323770491804,48645,2.4409494535519127,3.9775087320402025,0.4105164383915427,116161,0.9918118169398907
Sherry,1996-2025,F,4135,7,4,1.891384658103829,3.7099112077763023,2.637918444682276,0.4241837968561064,Sherry,0.5758162031438936,1754,1.958403869407497,6.5905576073968,6.580714515120463,3.7099112077763023,0.4241837968561064,1754,1.958403869407497,2.959898822490486,0.3877603497042942,3889,0.9405078597339782
Kira,1996-2025,F,88060,14,13,2.156396699436732,4.458000255976876,3.516066633668523,0.6364410629116511,Keira,0.36355893708834885,56045,2.2594821712468773,8.102036839420583,8.10062631960002,4.458000255976876,0.6364410629116511,56045,2.2594821712468773,4.440662704312608,0.6362386519866835,88011,0.999443561208267
Katherine,1996-2025,F,281701,19,15,1.8566656127394088,3.621696399486464,2.8182886558253597,0.48984206658833307,Katherine,0.5101579334116669,137989,1.9368301851963607,6.7828308391067385,6.782400211448887,3.621696399486464,0.489842066588333,137989,1.9368301851963607,3.6057019890452837,0.48957571194158134,281554,0.999478170116542
Kristen,1996-2025,F,55485,17,11,1.9157324380409886,3.773053188933808,2.522519041392246,0.42791745516806345,Kristen,0.5720825448319365,23743,2.032405154546274,8.875888915597045,8.873664445421442,3.773053188933808,0.42791745516806345,23743,2.032405154546274,3.7031756917316723,0.4263459418430231,55333,0.9972605208614941
Carrie,1996-2025,F,22852,14,10,2.6649759920765996,6.342167551839042,4.749840286097584,0.6504463504288465,Carrie,0.34955364957115354,14864,2.892482058463154,10.032375986558316,10.027556692040793,6.342167551839042,0.6504463504288465,14864,2.892482058463154,5.9900498706948415,0.6463922089420098,22590,0.9885349203570803
Megan,1996-2025,F,184563,19,12,1.3150721573338073,2.488147749818044,1.765354865922962,0.2671499704707877,Megan,0.7328500295292123,49306,1.4950504705710246,5.711334740856389,5.710938110308823,2.488147749818044,0.26714997047078776,49306,1.4950504705710246,2.465592179925113,0.2663708798212261,184367,0.9989380319999133
Jocelyn,1996-2025,F,129030,23,22,2.175040114693894,4.515983186138847,2.4165187716938363,0.37468805704099817,Jocelyn,0.6253119429590018,48346,2.5646671316748044,12.119094949259456,12.11737979207735,4.515983186138847,0.3746880570409982,48346,2.5646671316748044,4.495937662687945,0.3742807066523971,128946,0.9993489886073006
Madelyn,1996-2025,F,188167,21,21,2.3623985899855793,5.142245861164868,3.168393618727364,0.47518427779578776,Madelyn,0.5248157222042122,89414,2.6094958202022673,9.981300892177785,9.980444831850585,5.142245861164868,0.47518427779578776,89414,2.6094958202022673,5.142245861164868,0.47518427779578776,188167,1.0
Adalyn,1996-2025,F,136375,22,22,3.0620113820343096,8.351361306552443,6.117783292781275,0.749147571035747,Adalynn,0.25085242896425297,102165,3.6472153987167735,13.173855931059554,13.172528789403676,8.351361306552443,0.749147571035747,102165,3.6472153987167735,8.351361306552443,0.749147571035747,136375,1.0
Crystal,1996-2025,F,61908,17,9,1.580325268417368,2.990372627355268,2.1100509137617154,0.3556567810299154,Crystal,0.6443432189700846,22018,1.694579052788008,7.1435534961138565,7.141863416051821,2.990372627355268,0.3556567810299154,22018,1.694579052788008,2.9238342254579424,0.35368363064858477,61719,0.9969470827679783
Kelsey,1996-2025,F,86504,17,15,1.7939560329950992,3.4676445738804267,2.0435037324304584,0.31580042541385367,Kelsey,0.6841995745861463,27318,2.018392213076852,9.6222848918549,9.62040422484579,3.467644573880426,0.31580042541385367,27318,2.018392213076852,3.432989033517444,0.31480238023570817,86378,0.9985434199574587
Casey,1996-2025,F,59699,19,14,2.6783024739931607,6.4010229180228055,4.5205921170119305,0.6174475284343122,Casey,0.3825524715656879,36861,2.9299653260523626,10.727529038724754,10.725143784611157,6.4010229180228055,0.6174475284343122,36861,2.9299653260523626,6.243425152764093,0.6158969356520569,59458,0.9959630814586509
Aidan,1996-2025,F,9428,19,8,2.7336192863581372,6.651221360677015,5.173327621870093,0.7410903691132795,Ayden,0.2589096308867204,6987,3.042638947815019,10.3497915453532,10.335623857103654,6.651221360677015,0.7410903691132796,6987,3.042638947815019,5.633656173012634,0.7311970047351612,9081,0.9631947390750955
Muhammad,1996-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Alistair,1996-2025,F,11,2,0,0.9940302114769565,1.9917412148051292,1.9836065573770496,0.4545454545454546,Allister,0.5454545454545454,5,1.4545454545454546,,2.0,1.9917412148051292,0.45454545454545453,5,1.4545454545454546,0.0,0.0,0,0.0
Kane,1996-2025,F,12,1,0,-0.0,1.0,1.0,0.0,Kane,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Reese,1996-2025,F,50963,7,5,0.6653746239268937,1.5859800504316182,1.2819412242055586,0.1222847948511665,Reese,0.8777152051488335,6232,1.1660420304927104,3.564465301225145,3.563522696999498,1.5859800504316184,0.12228479485116653,6232,1.1660420304927104,1.550956357424031,0.11946850393700792,50800,0.9968016011616271
Shay,1996-2025,F,17675,5,4,1.813481027116477,3.514893622532351,3.1957477699805588,0.5731824611032532,Shea,0.42681753889674684,10131,1.946138613861386,4.170475736307036,4.170030098628457,3.514893622532351,0.5731824611032532,10131,1.946138613861386,3.4755002589520765,0.572384083437252,17642,0.9981329561527581
Blaze,1996-2025,F,1556,4,3,1.6829729911046707,3.210889442791481,2.836601705380219,0.5237789203084833,Blaise,0.4762210796915167,815,1.789203084832905,3.997892786207438,3.9974150454384314,3.2108894427914816,0.5237789203084833,815,1.7892030848329048,2.728122151102245,0.49454297407912684,1466,0.9421593830334191
Darryl,1996-2025,F,367,3,1,0.884436467420608,1.8460433957174935,1.489115413105728,0.19346049046321523,Daryl,0.8065395095367848,71,1.2561307901907357,2.9994934713858283,2.998453081652382,1.8460433957174935,0.19346049046321526,71,1.2561307901907357,1.0,0.0,296,0.8065395095367848
Tory,1996-2025,F,24935,8,7,1.2759993755153742,2.421665119659504,1.5928581562443844,0.21323440946460803,Tori,0.786765590535392,5317,1.6041307399238018,6.63848194439222,6.636620204887316,2.421665119659504,0.21323440946460798,5317,1.6041307399238018,2.4058348071128877,0.21250802825947335,24912,0.9990776017645879
Jeri,1996-2025,F,1665,6,3,1.9642468918590579,3.9020895629112933,3.1650559148746695,0.5417417417417417,Jeri,0.4582582582582583,902,1.9963963963963964,5.8686236645811,5.858187847093683,3.9020895629112937,0.5417417417417417,902,1.9963963963963964,2.7080173270411736,0.4805990469707284,1469,0.8822822822822823
Terri,1996-2025,F,4200,4,4,1.5737774299233707,2.9768312277780957,2.4838486474430304,0.43000000000000005,Terri,0.57,1806,1.6835714285714285,3.991450386822478,3.9909425434964096,2.9768312277780957,0.43,1806,1.6835714285714285,2.9768312277780957,0.43000000000000005,4200,1.0
Shawn,1996-2025,F,1648,4,3,1.4926076776017918,2.813971423186093,2.606208676793751,0.5024271844660194,Shawn,0.4975728155339806,828,1.6826456310679614,3.2690322979566946,3.2620352624174003,2.813971423186093,0.5024271844660194,828,1.6826456310679614,2.7650605216886555,0.5009129640900791,1643,0.9969660194174758
Lindsey,1996-2025,F,82249,39,25,2.1967049517287363,4.584311100967681,2.802184186677,0.4864739996838867,Lindsey,0.5135260003161133,40012,2.701820082918941,11.911290688912072,11.907612593591256,4.584311100967681,0.4864739996838867,40012,2.701820082918941,4.370438828086611,0.4828903390100271,81679,0.9930698245571374
Bailey,1996-2025,F,146837,18,16,1.8734990036017067,3.6642019114428237,2.254377470279103,0.3579206875651232,Bailey,0.6420793124348768,52556,2.021288912195155,9.144027087031366,9.142955481924457,3.6642019114428237,0.35792068756512324,52556,2.021288912195155,3.650171915044953,0.35761007317771143,146766,0.9995164706443199
Jamie,1996-2025,F,53281,11,11,1.6952337895894924,3.2382935910750694,1.9523949273453671,0.2956025600120118,Jamie,0.7043974399879882,15750,1.9260524389557252,8.603512984276993,8.601747103358703,3.2382935910750694,0.2956025600120118,15750,1.9260524389557252,3.2382935910750694,0.2956025600120118,53281,1.0
Lori,1996-2025,F,8593,10,7,1.643661036205207,3.1245773093815825,2.279076145055244,0.3943907831956244,Lori,0.6056092168043756,3389,1.7191900384033514,6.78655120927798,6.777181517196634,3.1245773093815825,0.3943907831956244,3389,1.7191900384033514,3.0166546543307295,0.3907036646762674,8541,0.9939485627836612
Nikki,1996-2025,F,8964,7,7,1.4127961872822576,2.6625270588187937,1.8025024661977913,0.26941097724230256,Nikki,0.7305890227576974,2415,1.5973895582329318,6.357496965576591,6.351801146039305,2.6625270588187937,0.26941097724230256,2415,1.5973895582329318,2.6625270588187937,0.26941097724230256,8964,1.0
Vicki,1996-2025,F,4252,7,3,1.435809801106582,2.7053397778830153,2.0560886344080864,0.3381937911571026,Vicky,0.6618062088428974,1438,1.55620884289746,5.048889026808533,5.035521432958901,2.7053397778830153,0.3381937911571025,1438,1.55620884289746,2.304274630523125,0.31466147101802244,4106,0.9656632173095014
Cory,1996-2025,F,19019,13,11,2.573121068950872,5.950954424559889,3.889757651678777,0.5499763394500237,Kori,0.45002366054997633,10460,2.8585624901414373,10.382909811006309,10.379413943317077,5.950954424559889,0.5499763394500237,10460,2.8585624901414373,5.927646110372336,0.5497395970329844,19009,0.9994742100005258
Cody,1996-2025,F,7980,9,7,2.5483164609368933,5.849512766941859,4.75755309106025,0.6383458646616542,Kodi,0.36165413533834584,5094,2.786842105263158,7.672194930026095,7.668831288344361,5.849512766941859,0.6383458646616541,5094,2.786842105263158,5.605519121946374,0.6345447638343675,7897,0.9895989974937344
Sydney,1996-2025,F,179054,17,12,1.1385901249426873,2.2016576081727166,1.5071281863333412,0.1921599070671418,Sydney,0.8078400929328582,34407,1.449434248885811,6.19620417249143,6.19571435877083,2.2016576081727166,0.19215990706714176,34407,1.449434248885811,2.185446997972008,0.1914554662433342,178898,0.9991287544539637
Annabel,1996-2025,F,76575,6,6,1.6592072321452989,3.1584291984980375,2.2077617444704907,0.35183806725432587,Annabelle,0.6481619327456741,26942,1.7738687561214495,5.745684663655027,5.745413900189068,3.1584291984980375,0.3518380672543258,26942,1.7738687561214495,3.1584291984980375,0.35183806725432587,76575,1.0
Isabel,1996-2025,F,177964,13,10,1.668642558821747,3.1791532412876964,2.507879163379079,0.5535052032995438,Isabel,0.4464947967004563,98504,1.8537962734036098,6.823412582739651,6.822871163093986,3.1791532412876964,0.5535052032995438,98504,1.8537962734036098,3.162803251951282,0.5532089560631108,177846,0.9993369445505833
Eleanor,1996-2025,F,106165,13,13,0.7579218130619472,1.6910529255641507,1.2277862483760549,0.0984411058258371,Eleanor,0.9015588941741629,10451,1.3537606555832902,6.379169946354448,6.377756940558902,1.6910529255641507,0.09844110582583714,10451,1.3537606555832902,1.6910529255641507,0.0984411058258371,106165,1.0
Rachel,1996-2025,F,175381,9,7,0.7493912914220823,1.6810833903576634,1.3296560907680126,0.14006078195471572,Rachel,0.8599392180452843,24564,1.2040756980516705,4.047837285058625,4.047435772672554,1.6810833903576634,0.14006078195471575,24564,1.2040756980516705,1.671474187055662,0.13946216742078865,175259,0.9993043716252046
Sofia,1996-2025,F,568978,6,6,0.9287467661617199,1.9036216481561032,1.7603870613000507,0.3126852004822682,Sophia,0.6873147995177318,177911,1.3186309488240318,2.318058170026236,2.3180323890893826,1.9036216481561032,0.3126852004822682,177911,1.3186309488240318,1.9036216481561032,0.3126852004822682,568978,1.0
Lee,1996-2025,F,3332,2,2,0.9125914261094841,1.8824237477174985,1.7877793207928288,0.32773109243697474,Leigh,0.6722689075630253,1092,1.327731092436975,2.0,2.0,1.8824237477174985,0.3277310924369748,1092,1.327731092436975,1.8824237477174985,0.32773109243697474,3332,1.0
Zachary,1996-2025,F,490,3,1,0.1641343332046879,1.1204935414959107,1.0418745931872424,0.020408163265306145,Zachary,0.9795918367346939,10,1.030612244897959,2.3645458685078324,2.2828733650240327,1.1204935414959107,0.02040816326530612,10,1.030612244897959,1.0,0.0,480,0.9795918367346939
Nicholas,1996-2025,F,674,4,1,0.5638120816806029,1.4781698796372944,1.2235467762700727,0.09940652818991103,Nicholas,0.900593471810089,67,1.129080118694362,3.3546737497894092,3.3004579829748257,1.4781698796372944,0.09940652818991098,67,1.129080118694362,1.0,0.0,607,0.900593471810089
Michael,1996-2025,F,3228,11,7,2.2330309322616144,4.701206109324892,2.852928308156156,0.43494423791821557,Michael,0.5650557620817844,1404,2.480793060718711,9.334251424691992,9.317725082640925,4.701206109324892,0.4349442379182156,1404,2.480793060718711,3.84963078280626,0.4009852216748768,3045,0.9433085501858736
Christopher,1996-2025,F,853,2,1,0.13440527117217324,1.0976402352146732,1.0382178147183676,0.01875732708089095,Christopher,0.981242672919109,16,1.018757327080891,1.8665510974285418,1.849463199068159,1.0976402352146732,0.01875732708089097,16,1.018757327080891,1.0,0.0,837,0.981242672919109
Stephanie,1996-2025,F,125462,18,13,0.9931764749331292,1.9905629205802793,1.3604196200194254,0.1452870191771214,Stephanie,0.8547129808228786,18228,1.4321547560217436,6.747049823413924,6.746056207974256,1.9905629205802793,0.14528701917712136,18228,1.4321547560217436,1.9600352122088043,0.14364204087173882,125221,0.9980790996477021
Tyreek,1996-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Rashawn,1996-2025,F,60,2,0,0.41381685030363374,1.3322056912494478,1.1803278688524592,0.08333333333333337,Rashawn,0.9166666666666666,5,1.0833333333333333,,1.9998336036057467,1.3322056912494478,0.08333333333333333,5,1.0833333333333333,0.0,0.0,0,0.0
Tyesha,1996-2025,F,2318,10,5,2.1363647013627025,4.396528135757445,3.2147791468377664,0.5038826574633304,Tyesha,0.49611734253666956,1168,2.186367558239862,7.284795289763312,7.254553375165526,4.396528135757445,0.5038826574633305,1168,2.186367558239862,3.7677477894451843,0.4856887298747764,2236,0.9646246764452114
Akilah,1996-2025,F,3460,11,4,1.75215853463702,3.3686219646760494,2.834788267013205,0.5604046242774566,Akeelah,0.43959537572254337,1939,1.8494219653179191,5.338406228695509,5.32046995888834,3.36862196467605,0.5604046242774566,1939,1.8494219653179191,3.0791428293076906,0.5535661872615204,3407,0.9846820809248555
Myesha,1996-2025,F,2075,10,5,2.209072670749872,4.62377972719125,3.3552843317329537,0.5118072289156627,Myesha,0.48819277108433734,1062,2.312289156626506,7.59191540451052,7.554038318486744,4.62377972719125,0.5118072289156627,1062,2.312289156626506,3.8934466564870296,0.49146586345381527,1992,0.96
Deonte,1996-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Devonte,1996-2025,F,13,2,0,0.9612366047228759,1.9469780302238757,1.898876404494382,0.3846153846153846,Devante,0.6153846153846154,5,1.3846153846153846,,2.0,1.9469780302238757,0.38461538461538464,5,1.3846153846153846,0.0,0.0,0,0.0
Trevon,1996-2025,F,16,2,0,0.954434002924965,1.9378192408783848,1.8823529411764706,0.375,Trevon,0.625,6,1.375,,2.0,1.9378192408783848,0.375,6,1.375,0.0,0.0,0,0.0
Sherilyn,1996-2025,F,539,5,2,1.4460358232491375,2.724583721991305,2.2703161020591565,0.40630797773654914,Sherilyn,0.5936920222634509,219,1.567717996289425,4.3530550156911785,4.279745729597314,2.724583721991305,0.40630797773654914,219,1.567717996289425,1.8663827422248447,0.3162393162393162,468,0.8682745825602969
Jerilyn,1996-2025,F,1485,11,5,2.6790395322884564,6.404293971351616,5.285837557976485,0.7084175084175084,Jerilyn,0.2915824915824916,1052,2.9420875420875423,9.145184081481904,9.088690863782833,6.404293971351616,0.7084175084175084,1052,2.9420875420875423,4.643228208043296,0.6761406133133883,1337,0.9003367003367003
Georgeann,1996-2025,F,62,2,0,0.987956501491916,1.9833736601371683,1.9672466734902763,0.4354838709677419,Georgeann,0.5645161290322581,27,1.435483870967742,,2.0,1.9833736601371683,0.43548387096774194,27,1.435483870967742,0.0,0.0,0,0.0
Annalee,1996-2025,F,14791,12,8,2.5990903946149597,6.059044891811973,4.66848043017327,0.6261239943208707,Annalee,0.3738760056791292,9261,2.8315867757420055,8.514463612166471,8.511901591935622,6.059044891811973,0.6261239943208708,9261,2.8315867757420055,5.850505959496287,0.6236046828205826,14692,0.9933067405854912
Nisha,1996-2025,F,1919,6,3,1.5468543116756361,2.9217936893824623,2.3708761441340056,0.41115164147993744,Nisha,0.5888483585200626,789,1.6425221469515372,4.7125675526529305,4.690590670478814,2.9217936893824623,0.4111516414799375,789,1.6425221469515372,2.5448222040160298,0.3918191603875134,1858,0.9682126107347577
Jessalyn,1996-2025,F,4648,13,5,2.1213859067460956,4.351117288886444,2.796461148381892,0.4384681583476764,Jessalyn,0.5615318416523236,2038,2.214500860585198,8.830599383273567,8.806497191637252,4.351117288886444,0.43846815834767644,2038,2.214500860585198,3.304405401521236,0.4004135079255686,4353,0.9365318416523236
Lilyann,1996-2025,F,8693,8,5,2.034052631255866,4.095537009120292,3.635033112662422,0.6207293224433452,Lilyann,0.3792706775566548,5396,2.140112734383987,5.314574889544604,5.3111805350749846,4.095537009120292,0.6207293224433452,5396,2.140112734383987,3.9869776838516593,0.6189320388349515,8652,0.9952835614862533
Maylee,1996-2025,F,13835,26,18,3.545905982608765,11.679494932398061,7.042294705082296,0.6752439465124684,Maylee,0.3247560534875316,9342,5.307408745934225,17.259359612369256,17.24833879076208,11.679494932398061,0.6752439465124683,9342,5.307408745934225,11.212046216979111,0.6725934562413467,13723,0.9919045898084569
Shaylee,1996-2025,F,12056,28,19,3.08789835735239,8.50256633978459,3.670925815883443,0.4930325149303252,Shaylee,0.5069674850696748,5944,4.841406768414068,18.878468629075584,18.85481204867722,8.50256633978459,0.4930325149303251,5944,4.841406768414068,7.529460318610133,0.47903170814865326,11732,0.9731254147312541
Jaylee,1996-2025,F,17644,28,20,3.1541734223451776,8.902271017521523,4.093841982517885,0.5278848333711177,Jaylee,0.47211516662888237,9314,4.696440716390841,18.410105419456215,18.394038113371494,8.902271017521523,0.5278848333711177,9314,4.696440716390841,8.12541028873408,0.5183857539315448,17296,0.9802765812740875
Kenisha,1996-2025,F,2948,23,7,3.174469164434796,9.028392655643353,6.081872589142252,0.6882632293080054,Kenisha,0.31173677069199457,2029,3.896200814111262,14.405814924078163,14.335528689183262,9.028392655643353,0.6882632293080054,2029,3.896200814111262,5.57956279178073,0.6401722787783868,2554,0.8663500678426052
Tanisha,1996-2025,F,6696,30,11,3.0465498899824848,8.262336912243114,3.902642693728081,0.5179211469534051,Tanisha,0.482078853046595,3468,4.276433691756273,17.346722360924282,17.303066449550112,8.262336912243114,0.517921146953405,3468,4.276433691756273,5.433322042825136,0.46423236514522825,6025,0.8997909199522103
Janine,1996-2025,F,4252,17,6,2.419533807920302,5.349981148353295,3.580868447801469,0.5463311382878646,Janine,0.45366886171213544,2323,2.5482126058325494,10.248416546062554,10.213340952080891,5.349981148353295,0.5463311382878645,2323,2.5482126058325494,4.050808498980545,0.5161775771256584,3987,0.9376763875823142
Janelle,1996-2025,F,28103,26,13,1.9751576489506935,3.931712004313383,2.1673324991411054,0.33434152937408823,Janelle,0.6656584706259118,9396,2.309788990499235,10.825285351205137,10.817912970975737,3.931712004313383,0.3343415293740882,9396,2.309788990499235,3.5906486343924815,0.32463265821870824,27699,0.9856243105718251
Janae,1996-2025,F,16361,15,9,1.8330057127616766,3.5627857102629563,2.2220183406732157,0.35285129270826965,Janae,0.6471487072917304,5773,1.9599046513049325,8.728991518389149,8.721010228091984,3.5627857102629563,0.35285129270826965,5773,1.9599046513049325,3.298826264695937,0.34399008674101605,16140,0.9864922681987653
Chanel,1996-2025,F,17749,18,9,2.2846450129093663,4.87244200238756,3.0145337257173446,0.45737788044396865,Chanel,0.5426221195560313,8118,2.4511803481886303,9.547554069796675,9.540801015552214,4.87244200238756,0.45737788044396865,8118,2.4511803481886303,4.40253494821873,0.44674862132352944,17408,0.9807876500084511
Cadence,1996-2025,F,67566,31,23,2.8388481430046504,7.15448609879752,4.732285295134803,0.6725720036704852,Cadence,0.32742799632951486,45443,3.3455140159251697,13.483750097361964,13.479915950596382,7.15448609879752,0.6725720036704852,45443,3.3455140159251697,6.990015652303257,0.6713706383041935,67319,0.9963443151881124
Maisie,1996-2025,F,27842,18,13,2.7292855857786704,6.63127178598133,4.343440608559662,0.5795919833345305,Maisie,0.42040801666546945,16137,3.0485956468644493,11.342239449625849,11.337863449441402,6.63127178598133,0.5795919833345305,16137,3.0485956468644493,6.490931920877603,0.5781069780853518,27744,0.9964801379211263
Jamir,1996-2025,F,20,1,0,-0.0,1.0,1.0,0.0,Jamir,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Emmalyn,1996-2025,F,23794,20,13,2.93398418973035,7.64217974114628,5.012849457682382,0.6329326721022106,Emmalyn,0.36706732789778934,15060,3.4287635538371015,12.795195393402999,12.789335248729913,7.64217974114628,0.6329326721022106,15060,3.428763553837102,7.171531678089965,0.6283087922376372,23498,0.9875598890476591
Marilee,1996-2025,F,1510,8,4,2.1816366884103937,4.5366793311637785,3.8940123646548486,0.6794701986754967,Marilee,0.3205298013245033,1026,2.309933774834437,6.808465156334927,6.763264672845597,4.5366793311637785,0.6794701986754967,1026,2.309933774834437,3.7136291454542807,0.6624825662482566,1434,0.9496688741721855
Macy,1996-2025,F,83696,15,12,2.389963322417915,5.24144036079727,4.316050632527422,0.6761613458229784,Macy,0.3238386541770216,56592,2.535533358822405,8.077274398884706,8.076201648509743,5.24144036079727,0.6761613458229784,56592,2.535533358822405,5.195501493656615,0.6757274119448698,83584,0.9986618237430701
Journey,1996-2025,F,56335,21,17,2.461178989569726,5.506665554589434,3.888443164974704,0.6325907517529068,Journey,0.36740924824709326,35637,2.643401082808201,9.962356004545873,9.959621262682626,5.506665554589434,0.6325907517529067,35637,2.643401082808201,5.426706490271985,0.6317999074963532,56214,0.9978521345522322
Jacqueline,1996-2025,F,118833,46,24,2.5928840587509967,6.033035446292522,3.1001153963471393,0.45595078808075196,Jacqueline,0.544049211919248,54182,3.1835180463339308,13.652917604465456,13.65087569622277,6.033035446292522,0.45595078808075196,54182,3.1835180463339308,5.789127443717133,0.4527687020703899,118142,0.9941851169287992
Kaylin,1996-2025,M,20384,38,26,4.3150939162940105,19.905482213986183,14.804084585636653,0.8503237833594977,Kalen,0.14967621664050235,17333,8.013589089481947,23.54779735802215,23.533077506460035,19.905482213986183,0.8503237833594977,17333,8.013589089481947,18.589866834222637,0.8479896367893976,20071,0.984644819466248
Shaelyn,1996-2025,M,203,6,0,2.172523398765931,4.508112126072568,3.811765794098603,0.6059113300492611,Shailen,0.39408866995073893,123,2.2610837438423648,5.983247698793769,5.9438227503480645,4.508112126072568,0.6059113300492611,123,2.2610837438423648,0.0,0.0,0,0.0
Shante,1996-2025,M,12,2,0,1.0,2.0,2.0,0.5,Shante,0.5,6,1.5,,2.0,2.0,0.5,6,1.5,0.0,0.0,0,0.0
Charisse,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kamiyah,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kayson,1996-2025,M,95623,46,27,3.7920081124389617,13.851862938702642,10.302112156394669,0.8416071447245955,Kayson,0.15839285527540445,80477,5.677608943455026,18.114450586521393,18.11147748845391,13.851862938702642,0.8416071447245955,80477,5.677608943455026,13.187408253604543,0.8402741892960717,94825,0.9916547274191355
Kaliyah,1996-2025,M,5,1,0,-0.0,1.0,1.0,0.0,Kaliyah,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Daylen,1996-2025,M,14892,23,15,3.2710110494340547,9.653225290416303,6.796437304692384,0.7438221864088101,Daylen,0.2561778135911899,11077,4.173113080848778,15.066115448751324,15.052693200818204,9.653225290416303,0.7438221864088101,11077,4.173113080848778,8.818171741550637,0.7387344199424737,14602,0.9805264571582057
Denisha,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Shani,1996-2025,M,17,1,0,-0.0,1.0,1.0,0.0,Shawnee,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Jaylen,1996-2025,M,114076,41,25,2.7400644483866126,6.681001803926244,4.2190216028025525,0.65097829517164,Jaylen,0.34902170482836004,74261,3.2540674637960656,13.368550560671672,13.366209507024918,6.681001803926244,0.65097829517164,74261,3.2540674637960656,6.515084380167146,0.6497470859907631,113675,0.9964847996072793
Janiece,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Makiyah,1996-2025,M,82,2,0,0.9995708393473224,1.999405145487696,1.9988109393579074,0.4878048780487805,Macaiah,0.5121951219512195,40,1.4878048780487805,,2.0,1.999405145487696,0.4878048780487805,40,1.4878048780487805,0.0,0.0,0,0.0
Keshawn,1996-2025,M,17033,21,13,2.9756967150983544,7.866362743150984,5.401798199480594,0.6840251276933013,Keshawn,0.31597487230669874,11651,3.47020489637762,12.996807045752298,12.986939772884119,7.866362743150984,0.6840251276933013,11651,3.47020489637762,7.2405361820981655,0.6787632804106483,16754,0.9836200317031645
Kian,1996-2025,M,16915,4,3,0.8969456884245549,1.8621195371463855,1.5817705085139104,0.23357966302098732,Kian,0.7664203369790127,3951,1.257286432160804,2.955808056067929,2.9549528565885774,1.8621195371463855,0.2335796630209873,3951,1.257286432160804,1.8535350167197004,0.23312629399585927,16905,0.9994088087496305
Kiana,1996-2025,M,11,1,0,-0.0,1.0,1.0,0.0,Kiana,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Caitlin,1996-2025,M,305,7,1,1.9510842927980738,3.8666502996564454,3.0495000819537785,0.5180327868852459,Kaitlyn,0.4819672131147541,158,1.977049180327869,6.594483180306316,6.423254440225689,3.8666502996564454,0.5180327868852459,158,1.977049180327869,1.0,0.0,147,0.4819672131147541
Michaela,1996-2025,M,197,4,1,1.0502261035729463,2.070854372873719,1.5945190845967376,0.2233502538071066,Makayla,0.7766497461928934,44,1.3299492385786802,3.972263538452466,3.920331687954185,2.070854372873719,0.2233502538071066,44,1.3299492385786802,1.0,0.0,153,0.7766497461928934
Kaylee,1996-2025,M,526,8,2,2.155006834787366,4.4537075723649275,3.448191629901044,0.5779467680608366,Kalei,0.4220532319391635,304,2.203422053231939,7.371939144416641,7.269344296566683,4.4537075723649275,0.5779467680608364,304,2.203422053231939,1.9737148851201978,0.418848167539267,382,0.7262357414448669
Carly,1996-2025,M,89,4,0,1.8813804438493569,3.6842742170364,3.4098148945329307,0.5842696629213483,Carly,0.4157303370786517,52,2.056179775280899,,3.9999998587364236,3.6842742170364,0.5842696629213483,52,2.056179775280899,0.0,0.0,0,0.0
Hailey,1996-2025,M,578,6,2,1.5276770471213263,2.8832122524335664,2.3652634410885973,0.46366782006920415,Haley,0.5363321799307958,268,1.6608996539792389,5.470910925037179,5.392799665159988,2.8832122524335664,0.46366782006920415,268,1.6608996539792389,1.9631304396322056,0.40384615384615385,520,0.8996539792387543
Christy,1996-2025,M,119,2,0,0.9938275703358692,1.9914614742106582,1.9830555944545583,0.45378151260504207,Christy,0.5462184873949579,54,1.453781512605042,2.0,2.0,1.9914614742106582,0.453781512605042,54,1.453781512605042,0.0,0.0,0,0.0
Taylin,1996-2025,M,4756,11,5,2.110172806964243,4.317430059669233,3.3181995684198324,0.5466778805719092,Taylen,0.4533221194280908,2600,2.1515979814970563,7.712536260064992,7.691709505572725,4.317430059669233,0.5466778805719091,2600,2.1515979814970563,3.5582327180499496,0.5258412139872444,4547,0.9560555088309504
Cambrie,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Maylin,1996-2025,M,71,2,0,0.46451494409055205,1.3798533478170882,1.2161640530759952,0.09859154929577463,Maylon,0.9014084507042254,7,1.0985915492957747,,1.9999689427837186,1.3798533478170882,0.09859154929577464,7,1.0985915492957747,0.0,0.0,0,0.0
Braylen,1996-2025,M,41124,20,18,2.283263574602712,4.867778676961095,3.192871405005646,0.5509678046882599,Braylon,0.4490321953117401,22658,2.5466880653632913,11.172328596514275,11.166995701521904,4.867778676961095,0.5509678046882599,22658,2.5466880653632913,4.841281850791215,0.5506181251825173,41092,0.9992218655772784
Raylee,1996-2025,M,253,4,0,1.8039642830164742,3.4917839169290645,3.2202545655783066,0.6126482213438735,Rayleigh,0.38735177865612647,155,1.9604743083003953,3.999974737709314,3.9997348197470144,3.4917839169290645,0.6126482213438735,155,1.9604743083003953,0.0,0.0,0,0.0
Chantel,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jaycee,1996-2025,M,2079,6,3,1.4974670308478641,2.8234655543089255,2.284230230381528,0.3910533910533911,Jaycee,0.6089466089466089,813,1.6161616161616161,4.358853418238559,4.3445518936916026,2.8234655543089255,0.39105339105339104,813,1.6161616161616161,2.499204455480199,0.37264618434093166,2018,0.9706589706589707
Lakeisha,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Deshawn,1996-2025,M,29015,15,13,2.8438770360558894,7.17946845800592,5.280639371743396,0.6679993107013613,Deshawn,0.33200068929863863,19382,3.1824228847148026,10.976890139721982,10.973260273491718,7.17946845800592,0.6679993107013613,19382,3.1824228847148026,7.049244134563759,0.6667819710124875,28909,0.9963467172152335
Jerrell,1996-2025,M,8611,18,11,3.156224063336142,8.914933667313802,6.809031144508983,0.77540355359424,Jarell,0.22459644640576007,6677,3.8655208454302636,12.829011886805194,12.81443236197658,8.914933667313802,0.77540355359424,6677,3.8655208454302636,7.894029983931339,0.7683554916756498,8349,0.9695738009522703
Annalise,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Aaliyah,1996-2025,M,143,2,1,0.8821440400674616,1.8431123813332344,1.7257996455397082,0.30069930069930073,Aaliyah,0.6993006993006993,43,1.3006993006993006,2.0,1.9999999999999996,1.8431123813332344,0.3006993006993007,43,1.3006993006993006,1.0,0.0,100,0.6993006993006993
Riley,1996-2025,M,100179,26,14,1.138431979222961,2.201416279524407,1.435510213989529,0.16881781610916458,Riley,0.8311821838908354,16912,1.5655476696712884,7.321844582667455,7.320410847136437,2.201416279524407,0.1688178161091646,16912,1.5655476696712884,2.122954011797284,0.16492498395378685,99712,0.9953383443635891
Jayden,1996-2025,M,420841,72,33,2.0812263271702705,4.231667658132197,2.460401609553877,0.39810522263752823,Jayden,0.6018947773624718,167539,2.449711411198053,11.093129124496011,11.092514589865193,4.231667658132197,0.3981052226375282,167539,2.449711411198053,4.1637971194796295,0.39704499632231294,420101,0.9982416161923386
Kayden,1996-2025,M,369111,85,48,3.2296345005262665,9.380302840634693,6.731268633533109,0.8010462977261583,Kayden,0.19895370227384174,295675,4.498746989388016,14.183081717239943,14.18221967600274,9.380302840634693,0.8010462977261582,295675,4.498746989388016,9.161809045886937,0.8004456521739131,368000,0.9969900653191045
Mackenzie,1996-2025,M,4550,6,3,1.176434738180465,2.2601754022385943,1.7822188407196955,0.2852747252747253,Mackenzie,0.7147252747252747,1298,1.3872527472527472,4.471773014085425,4.46057888514309,2.2601754022385943,0.28527472527472525,1298,1.3872527472527472,2.023781821193332,0.2695417789757413,4452,0.9784615384615385
Brittany,1996-2025,M,89,3,0,0.6624661438875311,1.5827859278988874,1.289015459723352,0.1235955056179775,Brittany,0.8764044943820225,11,1.1797752808988764,,2.9959866260157555,1.5827859278988874,0.12359550561797752,11,1.1797752808988764,0.0,0.0,0,0.0
Sherry,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kira,1996-2025,M,18,2,0,0.964078764808229,1.9508174262050981,1.9058823529411761,0.38888888888888884,Kira,0.6111111111111112,7,1.3888888888888888,,2.0,1.9508174262050981,0.3888888888888889,7,1.3888888888888888,0.0,0.0,0,0.0
Katherine,1996-2025,M,307,3,1,1.366722932744723,2.578841191460878,2.2618493364371592,0.39739413680781754,Katherine,0.6026058631921825,122,1.5928338762214984,2.99999999999741,2.9999999994808646,2.578841191460878,0.3973941368078176,122,1.5928338762214984,1.0,0.0,185,0.6026058631921825
Kristen,1996-2025,M,2035,7,5,2.175129512961785,4.51626303293391,3.6901255964606663,0.5749385749385749,Christen,0.4250614250614251,1170,2.2584766584766585,6.420830895097017,6.402609455755131,4.51626303293391,0.5749385749385749,1170,2.2584766584766585,4.101991073801643,0.5644511581067473,1986,0.975921375921376
Carrie,1996-2025,M,5182,7,4,1.8155130223747182,3.519847739071701,2.871717906698099,0.48398301813971445,Kerry,0.5160169818602856,2508,1.8805480509455808,5.104950057478698,5.096834280125237,3.519847739071701,0.4839830181397144,2508,1.8805480509455808,3.275983426974761,0.47660990409082016,5109,0.9859127749903512
Megan,1996-2025,M,210,2,1,0.35335933502142136,1.2775319170740629,1.1421319796954315,0.06666666666666665,Megan,0.9333333333333333,14,1.0666666666666667,1.9999231155465704,1.998991495913676,1.2775319170740629,0.06666666666666667,14,1.0666666666666667,1.0,0.0,196,0.9333333333333333
Jocelyn,1996-2025,M,156,2,1,0.2641996932002912,1.2009696503313139,1.093752808988764,0.04487179487179482,Jocelyn,0.9551282051282052,7,1.044871794871795,1.9994040859465476,1.9898569864471123,1.2009696503313139,0.04487179487179487,7,1.044871794871795,1.0,0.0,149,0.9551282051282052
Madelyn,1996-2025,M,50,1,0,-0.0,1.0,1.0,0.0,Madelyn,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Adalyn,1996-2025,M,11,2,0,0.9940302114769565,1.9917412148051292,1.9836065573770496,0.4545454545454546,Adelyn,0.5454545454545454,5,1.4545454545454546,,2.0,1.9917412148051292,0.45454545454545453,5,1.4545454545454546,0.0,0.0,0,0.0
Crystal,1996-2025,M,91,1,0,-0.0,1.0,1.0,0.0,Crystal,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Kelsey,1996-2025,M,1296,4,2,0.5483914233181887,1.462454178826681,1.2177219044304761,0.09722222222222221,Kelsey,0.9027777777777778,126,1.1226851851851851,3.215471862378469,3.1895065333487125,1.462454178826681,0.09722222222222222,126,1.1226851851851851,1.3174282811623121,0.07874015748031493,1270,0.9799382716049383
Casey,1996-2025,M,40522,10,4,1.0150532352540722,2.020977465395864,1.5553223514857704,0.21279798627905833,Casey,0.7872020137209417,8623,1.3066729184146884,4.021983116808442,4.021133873431258,2.020977465395864,0.2127979862790583,8623,1.3066729184146884,1.9698742280125052,0.21004928060226347,40381,0.996520408666897
Aidan,1996-2025,M,525267,36,35,2.2266734074990118,4.680534882052757,3.134353658993058,0.5101424608817992,Aiden,0.48985753911820085,267961,2.467446079803224,10.011199357029545,10.010773823964618,4.680534882052757,0.5101424608817992,267961,2.467446079803224,4.674338145001223,0.5100631780982593,525182,0.9998381775363767
Muhammad,1996-2025,M,67329,8,8,2.357823578783863,5.125964825251951,4.551850313587911,0.7104071054077737,Muhammad,0.28959289459222626,47831,2.5901171857594796,6.857230090803621,6.856601144679269,5.125964825251951,0.7104071054077737,47831,2.5901171857594796,5.125964825251951,0.7104071054077737,67329,1.0
Alistair,1996-2025,M,8298,8,7,2.252658140746686,4.765600913525735,3.6212112909202454,0.5474813208001927,Alistair,0.4525186791998072,4543,2.3333333333333335,7.366395177254825,7.360723096482386,4.765600913525735,0.5474813208001928,4543,2.3333333333333335,4.563247096965574,0.5425194931773879,8208,0.9891540130151844
Kane,1996-2025,M,34566,10,8,2.223340775890729,4.669735305138686,3.3399080609241034,0.508389747150379,Kane,0.491610252849621,17573,2.310275993751085,7.50411323529331,7.502798268311181,4.669735305138686,0.508389747150379,17573,2.310275993751085,4.6225279731877205,0.5076062704644896,34511,0.9984088410576868
Reese,1996-2025,M,46336,7,6,1.7282458463464536,3.3132472000757547,3.092221458628567,0.6205973756906078,Reece,0.37940262430939226,28756,1.9678004143646408,4.494576780935159,4.493525188838263,3.3132472000757547,0.6205973756906077,28756,1.9678004143646408,3.2841105571417626,0.6200726141078838,46272,0.9986187845303868
Shay,1996-2025,M,8256,5,4,1.6401886390175255,3.1170658627071317,2.600789025589188,0.47262596899224807,Shea,0.5273740310077519,3902,1.7123304263565893,4.605458085310147,4.603069001618609,3.1170658627071317,0.47262596899224807,3902,1.7123304263565893,2.9868336648122398,0.4676610832620125,8179,0.9906734496124031
Blaze,1996-2025,M,16824,7,5,1.7719401247803996,3.4151291187751136,2.879486334435468,0.5550404184498337,Blaze,0.4449595815501664,9338,1.8531859248692344,5.1021911587534685,5.100029735840291,3.4151291187751136,0.5550404184498335,9338,1.8531859248692344,3.320380008099513,0.5527809307604994,16739,0.9949476937708036
Darryl,1996-2025,M,24696,11,6,2.140677018356787,4.409689327787336,3.634261230537184,0.6103822481373502,Darrell,0.3896177518626498,15074,2.193837058632977,6.617181406585087,6.614939014032763,4.409689327787336,0.6103822481373502,15074,2.193837058632977,4.175661965752019,0.6064299738219896,24448,0.9899578879170716
Tory,1996-2025,M,4358,8,6,2.3755713276042014,5.189412892506961,4.261403621354043,0.6346948141349242,Tory,0.3653051858650757,2766,2.487150068838917,7.398935272185833,7.388847366536634,5.189412892506961,0.6346948141349242,2766,2.487150068838917,4.708005493479756,0.6250588789448893,4246,0.9743001376778339
Jeri,1996-2025,M,25060,4,2,0.21114500708251963,1.1576065636261441,1.061932735651931,0.02996807661612133,Jerry,0.9700319233838787,751,1.0337190742218676,2.2286506021384866,2.2277745459326073,1.1576065636261441,0.02996807661612131,751,1.0337190742218676,1.1309943030546497,0.02670563741191545,24976,0.9966480446927374
Terri,1996-2025,M,15976,3,1,0.030058080629144803,1.0210532308740121,1.005777121062172,0.0028793189784677153,Terry,0.9971206810215323,46,1.0032548823234853,1.2593228045106108,1.2586026720451127,1.0210532308740121,0.0028793189784677015,46,1.0032548823234853,1.0,0.0,15930,0.9971206810215323
Shawn,1996-2025,M,186121,6,4,1.2077072448666395,2.309702831119176,1.98512098263935,0.34990678107252804,Sean,0.650093218927472,65125,1.4268943321817529,3.135392075050784,3.135355890428434,2.309702831119176,0.3499067810725281,65125,1.4268943321817527,2.297870390234475,0.34950135749039,186005,0.9993767495339053
Lindsey,1996-2025,M,553,4,2,1.0119773341566989,2.016673226060402,1.7836108599924179,0.31103074141048825,Lindsey,0.6889692585895117,172,1.3381555153707052,3.2652303871452273,3.193558788041827,2.016673226060402,0.31103074141048825,172,1.3381555153707052,1.8394256813064083,0.2983425414364641,543,0.9819168173598554
Bailey,1996-2025,M,19101,8,5,0.6570787410653032,1.5768864108797858,1.2135346982214028,0.09339825140045022,Bailey,0.9066017485995498,1784,1.2225537929951311,5.014476305272898,5.010597896675714,1.5768864108797858,0.09339825140045024,1784,1.2225537929951311,1.5077449642828513,0.08689691537041921,18965,0.9928799539291137
Jamie,1996-2025,M,41019,10,6,1.2545758888045657,2.3859699758329933,1.9607124870862138,0.35239766937272976,Jaime,0.6476023306272702,14455,1.457982885979668,4.720529876129295,4.718893292455146,2.3859699758329933,0.3523976693727297,14455,1.457982885979668,2.3312189356584856,0.3501797989187603,40879,0.9965869475121285
Lori,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Nikki,1996-2025,M,806,6,2,1.1263637396561619,2.1830780935497893,1.628527738086285,0.23325062034739452,Nicky,0.7667493796526055,188,1.36848635235732,4.936435110627493,4.8732883384777415,2.1830780935497893,0.23325062034739455,188,1.36848635235732,1.5703264077709351,0.1671159029649596,742,0.9205955334987593
Vicki,1996-2025,M,12,1,0,-0.0,1.0,1.0,0.0,Vicky,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Cory,1996-2025,M,74135,13,11,1.7153814729546346,3.2838346218358847,2.4524620981108374,0.4382950023605584,Corey,0.5617049976394416,32493,1.787522762527821,6.7195392001210665,6.718140430138921,3.2838346218358847,0.43829500236055846,32493,1.787522762527821,3.260798266085445,0.43772616797191466,74060,0.9989883320968503
Cody,1996-2025,M,133532,12,10,0.9242630150626415,1.8977145675767186,1.389900113632933,0.15847137764730557,Cody,0.8415286223526944,21161,1.3210765958721504,5.53981151678893,5.5389884137457654,1.8977145675767186,0.1584713776473055,21161,1.3210765958721504,1.8897640053590645,0.15804261823413057,133464,0.9994907587694335
Sydney,1996-2025,M,9116,2,2,0.759862924100694,1.6933297274348948,1.5221005865571018,0.2198332602018429,Sidney,0.7801667397981571,2004,1.219833260201843,1.999999999985818,1.9999999999834521,1.6933297274348948,0.2198332602018429,2004,1.219833260201843,1.6933297274348948,0.2198332602018429,9116,1.0
Annabel,1996-2025,M,10,1,0,-0.0,1.0,1.0,0.0,Annabelle,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Isabel,1996-2025,M,177,2,1,0.5088822762201008,1.4229473441273897,1.2507086111222003,0.11299435028248583,Isabel,0.8870056497175142,20,1.112994350282486,1.999999988004217,1.9999937964740289,1.4229473441273897,0.11299435028248588,20,1.112994350282486,1.0,0.0,157,0.8870056497175142
Eleanor,1996-2025,M,49,1,0,-0.0,1.0,1.0,0.0,Eleanor,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Rachel,1996-2025,M,226,2,1,0.1767766970180548,1.130355595073486,1.0545049137005533,0.026548672566371723,Rachel,0.9734513274336283,6,1.0265486725663717,1.9715446803260162,1.9321696329008953,1.130355595073486,0.02654867256637168,6,1.0265486725663717,1.0,0.0,220,0.9734513274336283
Sofia,1996-2025,M,595,2,2,0.8718484760295386,1.8300061235233605,1.7060048092445435,0.2924369747899159,Sophia,0.7075630252100841,174,1.292436974789916,2.0,1.9999999999999991,1.8300061235233607,0.292436974789916,174,1.292436974789916,1.8300061235233605,0.2924369747899159,595,1.0
Lee,1996-2025,M,12533,2,2,0.10800230629744587,1.0777348679131034,1.0289723861100546,0.014282294741881474,Lee,0.9857177052581185,179,1.0142822947418815,1.7640841620192746,1.7627229505525859,1.0777348679131034,0.014282294741881432,179,1.0142822947418815,1.0777348679131034,0.014282294741881474,12533,1.0
Zachary,1996-2025,M,338029,21,19,1.0265680891772153,2.0371724177978145,1.4039527105548613,0.15991527354161916,Zachary,0.8400847264583808,54056,1.4257918699283199,6.128469189694967,6.128178136870978,2.0371724177978145,0.15991527354161922,54056,1.4257918699283199,2.0312701541653198,0.15964180765212965,337919,0.999674584133314
Nicholas,1996-2025,M,486473,29,24,1.1784108673752003,2.263273395084735,1.6355659512111558,0.23395337459632903,Nicholas,0.766046625403671,113812,1.4589422228982905,5.043919802455256,5.043796229118545,2.263273395084735,0.2339533745963291,113812,1.4589422228982905,2.2479666957727735,0.23336713975079248,486101,0.9992353121344864
Michael,1996-2025,M,621797,14,12,0.34726301818843536,1.272144910744043,1.0911545056161989,0.04304137845631295,Michael,0.956958621543687,26763,1.0982008597661295,3.43611708729788,3.436000005126918,1.272144910744043,0.04304137845631291,26763,1.0982008597661295,1.2690859520877498,0.042804310512625454,621643,0.9997523307445999
Christopher,1996-2025,M,489283,17,12,0.5845172947538194,1.4995371815234624,1.175357119491326,0.078555764250955,Christopher,0.921444235749045,38436,1.1951692578732553,4.788124063039222,4.787924184770441,1.4995371815234624,0.07855576425095497,38436,1.1951692578732553,1.4893515565721192,0.07788483761379505,488927,0.9992724047228291
Stephanie,1996-2025,M,226,1,1,-0.0,1.0,1.0,0.0,Stephanie,1.0,0,1.0,1.0,1.0,1.0,0.0,0,1.0,1.0,0.0,226,1.0
Tyreek,1996-2025,M,7754,11,7,2.578933693790901,5.974979212321849,5.2806413161053785,0.7632189837503224,Tyreek,0.2367810162496776,5918,2.92029920041269,7.71777214080958,7.7114849615941825,5.974979212321849,0.7632189837503224,5918,2.92029920041269,5.633711377264636,0.7599058454295802,7647,0.9862006706216147
Rashawn,1996-2025,M,5946,6,3,1.4514597635765114,2.734846316313466,2.3989338408368925,0.4411368987554659,Rashawn,0.5588631012445341,2623,1.6042717793474603,3.620974587424139,3.6165767961562123,2.734846316313466,0.44113689875546586,2623,1.6042717793474606,2.621214134294049,0.43706589869557855,5903,0.9927682475613858
Tyesha,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Akilah,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Myesha,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Deonte,1996-2025,M,10359,8,5,2.0676052620085996,4.191902792224652,3.3513712860595897,0.5506323004150979,Deonte,0.449367699584902,5704,2.0905492808186117,6.419442778504439,6.4145619381732555,4.191902792224652,0.550632300415098,5704,2.0905492808186117,3.822920107508095,0.5414244901980101,10151,0.9799208417800946
Devonte,1996-2025,M,20168,20,10,2.768060175634509,6.811913784882338,5.0100303771138694,0.6590142800476002,Devonte,0.34098571995239985,13291,3.0342126140420467,10.693852090040945,10.687532151298264,6.811913784882338,0.6590142800476002,13291,3.0342126140420467,6.164298835542514,0.6523080034379898,19779,0.9807120190400634
Trevon,1996-2025,M,17046,15,9,1.6027314459588329,3.037177963991779,2.113601907299354,0.35885251671946494,Trevon,0.6411474832805351,6117,1.7696233720520944,7.838311381681511,7.829380937554364,3.037177963991779,0.358852516719465,6117,1.7696233720520944,2.8391900592563593,0.35120213713268034,16845,0.9882083773319253
Sherilyn,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jerilyn,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Georgeann,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Annalee,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Nisha,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jessalyn,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Lilyann,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Maylee,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Shaylee,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jaylee,1996-2025,M,122,1,1,-0.0,1.0,1.0,0.0,Jaylee,1.0,0,1.0,1.0,1.0,1.0,0.0,0,1.0,1.0,0.0,122,1.0
Kenisha,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Tanisha,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Janine,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Janelle,1996-2025,M,10,2,0,1.0,2.0,2.0,0.5,Janell,0.5,5,1.5,,2.0,2.0,0.5,5,1.5,0.0,0.0,0,0.0
Janae,1996-2025,M,10,2,0,1.0,2.0,2.0,0.5,Jenay,0.5,5,1.5,,2.0,2.0,0.5,5,1.5,0.0,0.0,0,0.0
Chanel,1996-2025,M,6,1,0,-0.0,1.0,1.0,0.0,Chanel,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Cadence,1996-2025,M,5758,12,6,2.2728054846850085,4.832619758422102,3.92677054022319,0.634421674192428,Cadence,0.36557832580757205,3653,2.3374435567905523,7.166169110969615,7.155287152284309,4.832619758422102,0.6344216741924279,3653,2.3374435567905523,4.473833717138015,0.6290095170955234,5674,0.9854116012504341
Maisie,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jamir,1996-2025,M,20482,21,13,2.7508144173130438,6.730969956757472,4.129898513801972,0.5639097744360902,Jamir,0.43609022556390975,11550,3.1447612537838103,12.467191780696277,12.459494650371733,6.730969956757472,0.5639097744360902,11550,3.1447612537838103,6.293776546574276,0.5582373015480488,20219,0.9871594570842691
Emmalyn,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Marilee,1996-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Macy,1996-2025,M,84,3,0,0.9463729359854419,1.9270218579005853,1.5555555555555558,0.2142857142857143,Macy,0.7857142857142857,18,1.2857142857142856,,2.9993951095786957,1.9270218579005856,0.21428571428571427,18,1.2857142857142856,0.0,0.0,0,0.0
Journey,1996-2025,M,2207,7,2,0.6730074565591039,1.5943931936697089,1.2653905855243248,0.11508835523334848,Journey,0.8849116447666515,254,1.177616674218396,4.039202715507682,4.010611547932037,1.5943931936697089,0.11508835523334844,254,1.177616674218396,1.3382975798440861,0.08524590163934431,2135,0.9673765292251926
Jacqueline,1996-2025,M,238,3,1,1.2221968987214564,2.333017127545789,2.1570449352627574,0.45378151260504207,Jacqueline,0.5462184873949579,108,1.504201680672269,2.9988296390689704,2.994335674408789,2.333017127545789,0.453781512605042,108,1.504201680672269,1.0,0.0,130,0.5462184873949579
Kaylin,2000-2025,ALL,114233,54,45,4.566783806019276,23.699485033698224,16.25869759629,0.877846156539704,Kaylin,0.12215384346029606,100279,9.4190645435207,27.77553989869396,27.771187210525962,18.32956673989129,0.8592000560258419,98149,7.354818660106974,23.456153076231328,0.8776437164603136,114044,0.9983454868558123
Shaelyn,2000-2025,ALL,11823,26,14,3.566406572465936,11.846644470498264,9.008721327597913,0.7886323268206039,Shaelyn,0.2113676731793961,9324,4.90425441935211,15.791029119165215,15.77529984271325,11.215250814246131,0.781865854690011,9244,4.701260255434323,10.27738503270937,0.7811542166564498,11419,0.9658293157405058
Shante,2000-2025,ALL,1561,16,3,3.146591475675208,8.85560870036822,6.155652000373878,0.7360666239590006,Chante,0.26393337604099937,1149,3.9762972453555414,13.582835268946704,13.510736410714696,8.80986824223508,0.732222934016656,1143,3.9724535554131966,2.748964628594195,0.5726141078838174,964,0.6175528507367073
Charisse,2000-2025,ALL,1150,19,3,3.3308831671134387,10.062264875475007,6.869273441233301,0.7495652173913043,Charisse,0.25043478260869567,862,4.391304347826087,15.686149926457485,15.534881474951792,10.062264875475007,0.7495652173913043,862,4.391304347826087,2.8668550929014036,0.5826086956521739,690,0.6
Kamiyah,2000-2025,ALL,1363,9,4,2.377247200552504,5.195444555200157,4.514769603900002,0.6999266324284666,Kamaiyah,0.30007336757153336,954,2.5810711665443873,7.438945921366441,7.389125444238834,5.195444555200157,0.6999266324284666,954,2.5810711665443873,3.916774443426222,0.6728000000000001,1250,0.917094644167278
Kayson,2000-2025,ALL,96454,46,27,3.8152525884494812,14.076849587523135,10.468943439654586,0.8408567814709602,Kayson,0.15914321852903976,81104,5.755717751467021,18.334466375052678,18.331508843378288,13.835729421497748,0.8393120036494081,80955,5.673481659651233,13.405031631604007,0.8395207577547543,95651,0.991674787981836
Kaliyah,2000-2025,ALL,19084,15,13,1.92775710156896,3.8046324868763275,2.2011585110450094,0.34185705302871516,Kaliyah,0.6581429469712848,6524,2.164902536155942,10.013358561195432,10.004924325487226,3.8042154423629353,0.34185705302871516,6524,2.164902536155942,3.7249733188681686,0.33950357593605385,19016,0.9964368057011109
Daylen,2000-2025,ALL,21325,26,20,3.59861265374545,12.114077606315131,9.112280583355878,0.8158499413833529,Daylen,0.18415005861664713,17398,5.119765533411489,16.897390870369836,16.88617994129035,8.906685386252981,0.744337631887456,15873,3.9072919109026962,11.673664487012784,0.8144315282109441,21162,0.992356389214537
Denisha,2000-2025,ALL,2447,28,5,3.3499445697893306,10.19609326392886,6.297355510098911,0.7384552513281569,Denisha,0.2615447486718431,1807,4.539436044135677,17.22687976056361,17.111160931669183,10.19609326392886,0.7384552513281569,1807,4.539436044135677,4.107703483266937,0.6471885336273429,1814,0.7413158970167553
Shani,2000-2025,ALL,713,4,1,1.0871444701889523,2.124531110981058,1.5809705960100138,0.21458625525946706,Shawnee,0.7854137447405329,153,1.4067321178120618,3.998029433104548,3.996754000602242,2.120196461177158,0.21458625525946703,153,1.4067321178120618,1.0,0.0,560,0.7854137447405329
Jaylen,2000-2025,ALL,170191,56,34,3.66562159594059,12.690012594825802,8.125548632180095,0.7545052323565876,Jaylen,0.2454947676434124,128410,5.3317860521414175,18.361361075448794,18.359643650876396,8.894611294918313,0.7051724239237093,120014,4.2256288522894865,12.347010143105107,0.7535029705190002,169499,0.9959339800576998
Janiece,2000-2025,ALL,1840,14,3,2.5640304230862894,5.913574427324919,4.004182061604984,0.6070652173913044,Janiece,0.39293478260869563,1117,2.809239130434783,11.087576567144378,11.022282924879471,5.913574427324919,0.6070652173913044,1117,2.809239130434783,2.6365120196680607,0.4890459363957598,1415,0.7690217391304348
Makiyah,2000-2025,ALL,1784,9,6,2.6630915280987435,6.3338887516034745,5.51527565495562,0.7152466367713004,Makaiya,0.28475336322869954,1276,3.0056053811659194,7.798488383107363,7.780863631504185,5.839530475586147,0.6917040358744395,1234,2.85762331838565,5.409859681581457,0.6976190476190476,1680,0.9417040358744395
Keshawn,2000-2025,ALL,13679,20,13,2.9563935519706024,7.761812334397062,5.37980670881861,0.6803128883690328,Keshawn,0.3196871116309672,9306,3.420133050661598,12.768569515772958,12.756696306799705,7.738577468505111,0.6803128883690328,9306,3.417574384092404,7.20015493850717,0.6754249239219179,13473,0.9849404196213174
Kian,2000-2025,ALL,16361,4,3,0.8852447179693065,1.8470779065310332,1.569830112579266,0.2297536825377422,Kian,0.7702463174622578,3759,1.2520628323452112,2.9415650443317896,2.9406161043664056,1.8468856593172427,0.2297536825377422,3759,1.2520628323452112,1.838303240336664,0.22928261268423955,16351,0.9993887904162337
Kiana,2000-2025,ALL,28156,29,16,2.597729450346321,6.053331879686351,3.313770973963509,0.4955249325188237,Kiana,0.5044750674811763,13952,3.133186532177866,13.946841482827052,13.937873487948337,6.053331879686351,0.4955249325188237,13952,3.133186532177866,5.528150285610328,0.4873497672068431,27707,0.9840531325472368
Caitlin,2000-2025,ALL,274522,54,31,2.9906261600999393,7.948188896737613,5.266308151147017,0.6784665709852034,Kaitlyn,0.32153342901479665,186254,3.573637085552342,13.193932722922405,13.193116623528633,7.946708729338934,0.6784665709852034,186254,3.573600658599311,7.733942204120985,0.6772839614501529,273516,0.9963354485250727
Michaela,2000-2025,ALL,204937,89,46,3.0351353665509304,8.197223685014771,4.2595219174695025,0.573537233393677,Makayla,0.42646276660632293,117539,4.3455013003996354,16.511570621498407,16.509626320912062,8.194398070915643,0.5735372333936771,117539,4.345476902657889,7.807436178433164,0.5706439505590599,203556,0.9932613437300244
Kaylee,2000-2025,ALL,258100,67,49,3.4457498805743163,10.8961750481271,4.700821663430188,0.5676210771018985,Kaylee,0.43237892289810154,146503,5.685083301046106,21.15324391296156,21.151425375278748,10.853069588431707,0.5673847345989926,146442,5.664370399070128,10.693197867666505,0.5664789060679045,257420,0.9973653622626889
Carly,2000-2025,ALL,100410,19,19,3.3898581361895808,10.482116447470151,7.830712021723799,0.7190518872622249,Carly,0.28094811273777515,72200,4.828622647146698,13.119358013807089,13.11872345096642,10.477728627743268,0.7190518872622249,72200,4.828124688776018,10.482116447470151,0.7190518872622249,100410,1.0
Hailey,2000-2025,ALL,317293,26,25,2.5136630435704004,5.710681973806753,3.5461743472549982,0.5357445641725471,Hailey,0.4642554358274529,169988,2.7602247764684376,11.599012301297128,11.59845850314176,5.708799338361934,0.535643711017892,169956,2.7601144683305336,5.704885149453203,0.5356874933018969,317254,0.999877085217764
Christy,2000-2025,ALL,10788,12,8,2.590430504651891,6.022783938835053,4.922075273560364,0.6801075268817205,Christy,0.31989247311827956,7337,2.8045977011494254,8.141056359340483,8.136532919042684,5.966519230113787,0.6801075268817204,7337,2.790507971820541,5.82192805175876,0.678168423015947,10723,0.9939747868001483
Taylin,2000-2025,ALL,16595,16,11,3.119686893555311,8.691992282407002,7.332929853678781,0.7906598373003917,Taylin,0.2093401626996083,13121,3.8695992768906295,10.851697073098034,10.847561055312653,6.881124818614275,0.7200964145827057,11950,3.3104549563121424,8.342448876322864,0.7888017508663141,16449,0.9912021693281109
Cambrie,2000-2025,ALL,11037,12,11,3.0342895260350584,8.192419127176416,7.027098796792886,0.7925160822687325,Cambrie,0.20748391773126756,8747,3.7031802120141344,10.329511997127062,10.322987982245959,8.192419127176416,0.7925160822687325,8747,3.7031802120141344,8.022057950239343,0.7914769623019486,10982,0.9950167618012141
Maylin,2000-2025,ALL,10209,10,7,2.4673705714231002,5.530349172149908,4.572042059722131,0.7203447938093839,Maylin,0.2796552061906161,7354,2.663728083063963,8.07748350056445,8.0718556787682,5.3396572471487955,0.7145655793907336,7295,2.613772161818004,5.159397557339311,0.7160051725852979,10053,0.9847193652659418
Braylen,2000-2025,ALL,68690,21,21,2.974031749372619,7.8572896754849815,5.838754035053699,0.7328140922987334,Braylon,0.26718590770126655,50337,3.499679720483331,12.657624307381841,12.654719239848525,5.003226445698396,0.5788469937399913,39761,2.5669820934633862,7.8572896754849815,0.7328140922987334,68690,1.0
Raylee,2000-2025,ALL,15372,18,16,2.9663420027501717,7.815520745720777,5.433282127230725,0.6777907884465262,Raylee,0.3222092115534739,10419,3.4962919594067134,13.280934682483934,13.269003558810534,7.723182214824861,0.6767499349466563,10403,3.4761904761904763,7.701530489566126,0.676929097906203,15331,0.9973328129065834
Chantel,2000-2025,ALL,5677,14,6,2.5931540428594735,6.034164566493056,4.744934266076083,0.6647877400035229,Chantel,0.335212259996477,3774,2.774704949797428,9.073176349520603,9.054552191406549,6.034164566493056,0.664787740003523,3774,2.774704949797428,4.992126161722791,0.6494750414440965,5429,0.9563149550819094
Jaycee,2000-2025,ALL,31851,17,13,2.908708009075246,7.5094539661486905,5.509109853834349,0.6646573106024929,Jaycee,0.33534268939750717,21170,3.3529559511475306,10.925472306331882,10.922766045748103,7.261700714815451,0.6646573106024929,21170,3.3145584126087098,7.38553376839897,0.663728237257186,31763,0.9972371354117611
Lakeisha,2000-2025,ALL,854,7,2,1.7318526691499663,3.321540876767435,2.4570985782629204,0.40866510538641687,Lakeisha,0.5913348946135831,349,1.7704918032786885,5.895782704619537,5.846860513915359,3.321540876767435,0.40866510538641687,349,1.7704918032786885,1.7666899004679042,0.25625920471281294,679,0.7950819672131147
Deshawn,2000-2025,ALL,23121,15,11,2.838098530740345,7.1507696533219915,5.294392930855962,0.669348211582544,Deshawn,0.330651788417456,15476,3.1700185978115134,10.868989240516123,10.864583968346334,7.128752491327942,0.6689589550624973,15467,3.1696293412914667,6.806777198084724,0.6659529843572489,22886,0.9898360797543359
Jerrell,2000-2025,ALL,7098,17,11,3.124138670994771,8.718854908612842,6.625326192902106,0.76232741617357,Jarell,0.23767258382642997,5411,3.7812059735136656,12.69374769417121,12.67651314988656,8.700081441809358,0.7614821076359538,5405,3.778670047900817,7.776988004906762,0.7553654292343388,6896,0.9715412792335869
Annalise,2000-2025,ALL,33960,20,20,2.6843700649860356,6.428000605834668,3.9780862280451883,0.5529151943462898,Annalise,0.4470848056537102,18777,3.075883392226148,12.346072232103909,12.33968990208512,6.428000605834668,0.5529151943462898,18777,3.075883392226148,6.428000605834668,0.5529151943462898,33960,1.0
Aaliyah,2000-2025,ALL,204996,39,39,2.593337112511798,6.034930315642515,3.3056039862503566,0.5030342055454741,Aaliyah,0.49696579445452593,103120,3.271478467872544,13.908412664828454,13.906855487187096,6.033537195392435,0.5030342055454741,103120,3.271478467872544,6.034930315642515,0.5030342055454741,204996,1.0
Riley,2000-2025,ALL,363366,56,29,2.1599964640215688,4.469137598627106,2.753111329867558,0.4414447141449668,Riley,0.5585552858550332,160406,2.382297738368477,10.044837893227964,10.044276065884848,4.121529279109953,0.4414447141449668,160406,2.321273867120204,4.376786370921664,0.4400562812961252,362465,0.9975204064221749
Jayden,2000-2025,ALL,479358,75,37,2.297688615858004,4.916694159607487,2.738456305196552,0.43317311904672495,Jayden,0.566826880953275,207645,2.7470241447936616,12.341805353669786,12.341240914051511,4.580124543914177,0.433173119046725,207645,2.6029564542575696,4.850036745251492,0.43231808723121534,478636,0.9984938188159997
Kayden,2000-2025,ALL,382425,85,48,3.2756971498787686,9.684631463201054,6.845481468301588,0.7881545401059031,Kayden,0.2118454598940969,301410,4.579041642152056,14.736648446337819,14.735784127240716,9.403990485668393,0.7881545401059031,301410,4.505808982153363,9.443020715528618,0.7874603857535627,381176,0.9967340001307445
Mackenzie,2000-2025,ALL,203256,27,27,2.0211394407555154,4.059042485862332,2.89389496450049,0.49377632148620454,Mackenzie,0.5062236785137955,100363,2.265768292202936,8.781705419344336,8.780626589532927,4.050023611707825,0.4937763214862046,100363,2.264907309009328,4.059042485862332,0.49377632148620454,203256,1.0
Brittany,2000-2025,ALL,53881,35,18,2.2185764435350945,4.654339483578646,3.199164085392352,0.5287578181548227,Brittany,0.47124218184517735,28490,2.473933297451792,9.999346123629296,9.995010762953154,4.6531173253090445,0.5287578181548227,28490,2.473933297451792,4.441487385747276,0.5255526281368537,53517,0.9932443718564986
Sherry,2000-2025,ALL,3024,7,4,1.829546966473474,3.554254446296381,2.512190940858443,0.40542328042328046,Sherry,0.5945767195767195,1226,1.8961640211640212,6.486218451118686,6.4715093608183505,3.5542544462963805,0.4054232804232804,1226,1.8961640211640212,2.881071136985725,0.3717679944095038,2862,0.9464285714285714
Kira,2000-2025,ALL,79694,14,13,2.1099088251921776,4.316640136269103,3.392859821135335,0.6065199387657791,Keira,0.3934800612342209,48336,2.193577935603684,7.936308095672707,7.934758866795787,4.3162638894241745,0.6064697467814391,48332,2.193527743619344,4.298271571615365,0.6062778579948522,79645,0.9993851481918338
Katherine,2000-2025,ALL,214681,19,15,1.8396015657997133,3.579111691251615,2.786658979376825,0.486144558670772,Katherine,0.513855441329228,104366,1.9145429730623575,6.714836435086341,6.714274632314759,3.5787565673290205,0.486144558670772,104366,1.9144591277290492,3.56496238761187,0.48590748525039373,214582,0.9995388506668033
Kristen,2000-2025,ALL,31538,15,11,2.0963693306143467,4.276318564308625,2.826620930661041,0.46394825290126196,Kristen,0.536051747098738,14632,2.1896125309150865,9.203065983856652,9.199507781390386,4.028071809047165,0.4510114782167544,14224,2.120838353732006,4.1971574835504075,0.46234575753720897,31444,0.9970194685775889
Carrie,2000-2025,ALL,18462,14,10,2.813281135909743,7.028813307210462,5.592360449668214,0.7206694832629184,Carrie,0.2793305167370816,13305,3.1592460188495286,9.949013073156461,9.94486586332165,5.430091308676886,0.6120680316325425,11300,2.6115805438197377,6.7805865431261125,0.7187960085064616,18339,0.993337666558336
Megan,2000-2025,ALL,110484,16,9,1.3004430952658683,2.463045186178468,1.7632968047119342,0.2679392491220448,Megan,0.7320607508779552,29603,1.4794268853408639,5.656924264945722,5.65627926491469,2.4626237815146323,0.2679392491220448,29603,1.4794268853408636,2.4189294007131323,0.2662457248092607,110229,0.9976919734984251
Jocelyn,2000-2025,ALL,115107,23,22,2.2202877194652713,4.659863578827077,2.4962396196563987,0.3866576315949508,Jocelyn,0.6133423684050492,44507,2.608651081167957,12.234794693384286,12.232873239672326,4.657765135917862,0.3866576315949508,44507,2.608651081167957,4.642834423198594,0.3863377576121063,115047,0.9994787458625453
Madelyn,2000-2025,ALL,176810,21,21,2.3591118912337814,5.1305443057220295,3.1601605807261848,0.4742718172049092,Madelyn,0.5257281827950908,83856,2.6013460777105366,9.952874004917044,9.951969093541452,5.129611342197292,0.47427181720490924,83856,2.6013460777105366,5.1305443057220295,0.4742718172049092,176810,1.0
Adalyn,2000-2025,ALL,136117,22,22,3.062494272252267,8.354157091911295,6.118933429621601,0.748936576621583,Adalynn,0.2510634233784171,101943,3.6477589132878334,13.175247257831648,13.17391851609926,8.35316056668324,0.7488924968960526,101937,3.6475605545229475,8.354157091911295,0.748936576621583,136117,1.0
Crystal,2000-2025,ALL,42306,14,9,1.6159077633225238,3.065043954878698,2.165305060443171,0.36626010494965255,Crystal,0.6337398950503474,15495,1.719543327187633,7.149513018763355,7.147300018964844,3.0631593384765807,0.36626010494965255,15495,1.719543327187633,3.0296375572470704,0.36529993844988395,42242,0.9984872122157613
Kelsey,2000-2025,ALL,55164,17,14,1.8639814275796562,3.64010843537433,2.138903728354362,0.33384091073888766,Kelsey,0.6661590892611123,18416,2.077822492930172,9.823809483435614,9.820896953164992,3.616460749730081,0.33384091073888766,18416,2.0694112102095574,3.5823056196267897,0.33224305858409653,55032,0.997607135088101
Casey,2000-2025,ALL,71904,19,14,2.242671177703118,4.732725270689024,3.087750641149945,0.4784156653315532,Casey,0.5215843346684468,34400,2.3346128170894525,9.275029316066075,9.273182242644275,4.1413236699454385,0.47841566533155316,34400,2.3272140631953717,4.675961826513966,0.4775582982754297,71786,0.9983589230084557
Aidan,2000-2025,ALL,525145,36,36,2.240370478455198,4.725183898713417,3.142182339666736,0.5087090232221576,Aiden,0.49129097677784234,267146,2.490197945329385,10.128963782076593,10.128535405703929,4.697190448733433,0.5079682754286912,266757,2.478405011949081,4.725183898713417,0.5087090232221576,525145,1.0
Muhammad,2000-2025,ALL,61001,8,8,2.3372492445084543,5.053382010057722,4.455888618976587,0.6947591023097982,Muhammad,0.3052408976902018,42381,2.543745184505172,6.834769741613979,6.8340588046473725,5.053382010057722,0.6947591023097982,42381,2.543745184505172,5.053382010057722,0.6947591023097982,61001,1.0
Alistair,2000-2025,ALL,8060,8,7,2.2465979452544276,4.745624480921249,3.5914270487579967,0.5444168734491315,Alistair,0.45558312655086847,4388,2.324565756823821,7.381633384147255,7.375833772228185,4.7377683199716865,0.5436724565756824,4382,2.322332506203474,4.539519472405073,0.5392722710163111,7970,0.988833746898263
Kane,2000-2025,ALL,31803,10,8,2.210278359025539,4.627645524880397,3.2900641777504878,0.5025626513222023,Kane,0.4974373486777977,15983,2.2960412539697512,7.515679810994684,7.514227105593219,4.626426064448828,0.5025626513222023,15983,2.2960412539697512,4.577404093727576,0.5017008945445383,31748,0.9982706034021948
Reese,2000-2025,ALL,93320,7,7,1.4324380967554349,2.6990245449709533,2.2205766333569468,0.3844084869267038,Reese,0.6155915130732962,35873,1.5729425632233176,4.128847758417859,4.128371551542551,2.2134973567604335,0.3530432918988427,32946,1.5413309044149164,2.6990245449709533,0.3844084869267038,93320,1.0
Shay,2000-2025,ALL,21536,5,4,1.7376828457292959,3.334990948345568,2.9323665756641124,0.53180720653789,Shea,0.46819279346210996,11453,1.830934249628529,4.311833402813736,4.311198094926081,3.2936804061807075,0.53180720653789,11453,1.830934249628529,3.2679770460876796,0.5300396178047075,21455,0.9962388558692422
Blaze,2000-2025,ALL,16976,7,5,1.770781842195231,3.41238834753371,2.893749197323189,0.5589066918001885,Blaze,0.4410933081998115,9488,1.8563265786993401,5.0143723777883205,5.012239700933415,3.3935468104590067,0.5444156456173421,9242,1.841835532516494,3.318391421585174,0.5566869930732343,16891,0.994992931196984
Darryl,2000-2025,ALL,19126,10,6,2.152587113722846,4.446243973139479,3.6962613551219534,0.6135104046847224,Darrell,0.38648959531527766,11734,2.2103942277527975,6.510429212964722,6.507897693274395,4.39727187797493,0.6054585381156541,11580,2.194290494614661,4.2508378900561326,0.6103321033210332,18970,0.9918435637352295
Tory,2000-2025,ALL,21099,8,8,1.753657733106631,3.3721243388252726,2.1014531225719217,0.3247073321010474,Tori,0.6752926678989526,6851,1.9918953504905446,7.653376636407585,7.651749933592646,2.7504960248328407,0.2823830513294469,5958,1.74614910659273,3.3721243388252726,0.3247073321010474,21099,1.0
Jeri,2000-2025,ALL,20172,8,5,0.5544339624774837,1.468592321977446,1.1740188754245453,0.07797937735474914,Jerry,0.9220206226452509,1573,1.1712770176482252,4.4080928920971845,4.405038495393296,1.2242501950000282,0.05497719611342455,1109,1.0766904620265716,1.4443359711357575,0.07600973719509163,20129,0.99786833234186
Terri,2000-2025,ALL,14729,4,4,0.7993429630973816,1.7403083691461283,1.3846586619381287,0.15846289632697397,Terry,0.841537103673026,2334,1.2130490868354946,3.505362980528917,3.503932415369614,1.2379384652487921,0.08011406069658497,1180,1.125806232602349,1.7403083691461283,0.15846289632697397,14729,1.0
Shawn,2000-2025,ALL,140669,6,4,1.2256172244409658,2.3385547809001426,2.008864150692194,0.35450596791048494,Sean,0.6454940320895151,49868,1.4378221214340046,3.144183654112085,3.144133735300031,2.3344187400611833,0.35311262609387994,49672,1.4364287796173998,2.3275191011179293,0.3541386594968312,140589,0.999431289054447
Lindsey,2000-2025,ALL,54919,37,22,2.239837302743915,4.723437938732719,2.8520414147750217,0.49236147781277884,Lindsey,0.5076385221872212,27040,2.778746881771336,12.323151638746396,12.317432844944856,4.716847683638465,0.49236147781277884,27040,2.778746881771336,4.365971115455788,0.4860634885521513,54246,0.987745588958284
Bailey,2000-2025,ALL,128161,18,16,1.8117676533784903,3.5107217417459293,2.1751503562191807,0.34393458228322193,Bailey,0.6560654177167781,44079,1.9561333010822324,8.808902855241447,8.807730883556198,3.4432673410699386,0.3439345822832219,44079,1.944382456441507,3.4999032113493143,0.3436887747535379,128113,0.9996254710871482
Jamie,2000-2025,ALL,69120,11,11,1.799741617261301,3.4815786561223176,2.5909729699147,0.494994212962963,Jamie,0.505005787037037,34214,1.9362123842592591,7.852069318858056,7.850417940517173,2.85163280090356,0.32708333333333334,22608,1.7400028935185186,3.4815786561223176,0.494994212962963,69120,1.0
Lori,2000-2025,ALL,6544,9,5,1.6397656998897054,3.1161522005271216,2.2798795959415274,0.3944070904645477,Lori,0.6055929095354523,2581,1.7188264058679705,6.744894610551108,6.73302811191666,3.1161522005271216,0.3944070904645477,2581,1.7188264058679708,2.677409900793722,0.37314141094590314,6322,0.9660757946210269
Nikki,2000-2025,ALL,6734,8,5,1.6407733233522623,3.118329379169582,2.1327305136321097,0.33991683991683996,Nikki,0.66008316008316,2289,1.7448767448767448,6.6099653195814385,6.600428497762281,2.692570601893744,0.2803682803682804,1888,1.5987525987525988,2.724235949773015,0.3191913003522745,6529,0.9695574695574696
Vicki,2000-2025,ALL,3356,6,3,1.3280320135486279,2.5105996924078533,1.9069595920978264,0.30363528009535157,Vicky,0.6963647199046484,1019,1.4937425506555424,4.715140068628619,4.700073527576303,2.508974139934321,0.3036352800953516,1019,1.4937425506555424,2.2055506669824183,0.28444580526638086,3266,0.9731823599523242
Cory,2000-2025,ALL,64948,14,13,2.4394542829286627,5.424365089136277,3.7347454951741983,0.5553981646855946,Corey,0.4446018353144054,36072,2.555198004557492,9.66434269966517,9.662752952697636,3.808660662422078,0.45217712631643775,29368,2.029069409373653,5.401064846513354,0.5551104674452285,64906,0.9993533288168996
Cody,2000-2025,ALL,94559,11,10,1.2679636767941715,2.4082141293032175,1.6237414017177847,0.22541482037669602,Cody,0.774585179623304,21315,1.5149589145401283,6.732249731242779,6.7311640815934215,2.1324306266690165,0.20593491893949809,19473,1.4416078850241647,2.3989773213440984,0.22502962586761466,94512,0.999502955826521
Sydney,2000-2025,ALL,143892,17,12,1.1842845028496736,2.272506629032134,1.585152097583859,0.2168640369165763,Sydney,0.7831359630834237,31205,1.4451116114863927,5.940295454311984,5.939725083524717,2.130738148450357,0.18841214244016347,27111,1.4166597170099797,2.2598549312127973,0.21636845362688717,143801,0.9993675812414867
Annabel,2000-2025,ALL,73482,6,6,1.630035984005566,3.0952071874358653,2.1572011600616015,0.3425464739664136,Annabelle,0.6574535260335864,25171,1.7521569908276857,5.731389768493234,5.731101902753968,3.09503052588581,0.3425464739664135,25171,1.7521569908276857,3.0952071874358653,0.3425464739664136,73482,1.0
Isabel,2000-2025,ALL,161459,13,10,1.682774398535378,3.210447481822601,2.5246483243119604,0.5444168488594627,Isabelle,0.4555831511405372,87901,1.8523526096408376,6.853004522341439,6.852421791410831,3.209322977969068,0.543822270669334,87805,1.851758031450709,3.1925024924233862,0.54408364891751,161341,0.9992691643079668
Eleanor,2000-2025,ALL,103356,13,13,0.7509320490292226,1.6828796990301764,1.2239954177906565,0.09699485274197917,Eleanor,0.9030051472580208,10025,1.352103409574674,6.375945744961225,6.374485172938991,1.6827982798768202,0.09699485274197918,10025,1.352103409574674,1.6828796990301764,0.09699485274197917,103356,1.0
Rachel,2000-2025,ALL,112217,9,6,0.7364386748481805,1.6660580567494152,1.313936252138931,0.1338745466373188,Rachel,0.8661254533626812,15023,1.2004063555432778,4.117089439336643,4.116464705468943,1.6659329318098433,0.13387454663731876,15023,1.2004063555432778,1.6473120105719643,0.132645594245837,112058,0.998583102381992
Sofia,2000-2025,ALL,548746,6,6,0.9328391775275261,1.9090292099765103,1.7672920054029497,0.3155631202778699,Sophia,0.6844368797221301,173164,1.3216989281015261,2.3266015319966775,2.3265741222479184,1.9090211301816997,0.3155631202778699,173164,1.3216989281015261,1.9090292099765103,0.3155631202778699,548746,1.0
Lee,2000-2025,ALL,12327,2,2,0.5718303867227542,1.486408221654817,1.3054939149590445,0.13531272815770257,Lee,0.8646872718422974,1668,1.1353127281577027,1.9999995445332033,1.99999951481583,1.192108124268032,0.0723614829236635,892,1.0723614829236634,1.486408221654817,0.13531272815770257,12327,1.0
Zachary,2000-2025,ALL,237846,21,19,1.0368672328756248,2.05176746365739,1.4086470094342154,0.1614658224229123,Zachary,0.8385341775770877,38404,1.4345795178392742,6.244303386284451,6.243869912272109,2.0512094741631564,0.1614658224229123,38404,1.4341800997283958,2.0449247996053637,0.16114134777963773,237754,0.9996131950926229
Nicholas,2000-2025,ALL,359894,28,19,1.243037348621666,2.366963318875687,1.7302909071857258,0.26135195363079133,Nicholas,0.7386480463692087,94059,1.483131144170228,4.9719527393497716,4.971799738981684,2.3667619534093127,0.2613519536307913,94059,1.483131144170228,2.330454971184357,0.26002165640910013,359247,0.9982022484398184
Michael,2000-2025,ALL,471834,14,10,0.3786389796803102,1.3001147648378724,1.0993465027031066,0.04661385148166519,Michael,0.9533861485183348,21994,1.1137836612028806,3.7246339839807487,3.7244592968732015,1.2940949946312887,0.046613851481665164,21994,1.1118825688695602,1.2932150643711653,0.04608416106130131,471572,0.9994447199650724
Christopher,2000-2025,ALL,369819,17,12,0.6169261121808323,1.5336041139222611,1.1887494441625002,0.08385183021964804,Christopher,0.916148169780352,31010,1.2082505225529245,4.941788410126025,4.941525874122736,1.5334646963871466,0.083851830219648,31010,1.2082505225529248,1.524842379366105,0.08329410109471469,369594,0.9993915942663844
Stephanie,2000-2025,ALL,83185,17,11,1.0653295816086692,2.09264788738523,1.4105517405210815,0.16153152611648736,Stephanie,0.8384684738835126,13437,1.4623429704874678,6.857731314773579,6.8562843086022225,2.092124566230184,0.16153152611648736,13437,1.4623429704874678,2.0353677401200736,0.158395173453997,82875,0.9962733665925347
Tyreek,2000-2025,ALL,5171,9,6,2.5100909726982614,5.696559981719275,5.052725573091527,0.7590408044865596,Tyreek,0.24095919551344033,3925,2.8296267646490043,7.4381770543055765,7.429905899205569,5.696559981719275,0.7590408044865596,3925,2.8296267646490043,5.189824429451308,0.753120665742025,5047,0.9760201121639915
Rashawn,2000-2025,ALL,4580,5,3,1.4419831292657581,2.7169407972730415,2.403582938644949,0.44410480349344983,Rashawn,0.5558951965065502,2034,1.6021834061135372,3.4957493617664963,3.491305883561892,2.7131056750359313,0.4441048034934498,2034,1.602183406113537,2.6272475420099255,0.4408082582912366,4553,0.9941048034934498
Tyesha,2000-2025,ALL,1039,7,3,1.9736422732855956,3.92758438722731,2.9604061943820565,0.4793070259865255,Tyesha,0.5206929740134745,498,2.023099133782483,6.156765436643877,6.124087649764349,3.927584387227311,0.4793070259865255,498,2.023099133782483,2.442970432210691,0.37384259259259256,864,0.8315688161693936
Akilah,2000-2025,ALL,3014,10,4,1.7085977736574258,3.268429941927418,2.7083694083694083,0.5,Akeelah,0.5,1507,1.7777040477770405,5.090409590298338,5.073328567521017,3.268429941927418,0.5,1507,1.7777040477770405,3.039035575586419,0.49395567494963066,2978,0.9880557398805574
Myesha,2000-2025,ALL,1100,7,4,2.103909432117284,4.298726822325456,3.293969042135581,0.5145454545454545,Myesha,0.48545454545454547,566,2.1681818181818184,6.500640045662403,6.467323415763552,4.298726822325456,0.5145454545454545,566,2.1681818181818184,3.2926380748844912,0.46706586826347307,1002,0.9109090909090909
Deonte,2000-2025,ALL,7375,8,5,2.082339277608384,4.234933388799503,3.4625887783491818,0.5749152542372882,Deonte,0.4250847457627119,4240,2.1163389830508477,6.2218318471075715,6.215906265300195,4.234933388799503,0.5749152542372882,4240,2.1163389830508477,3.9129682423906145,0.56752655538695,7249,0.9829152542372881
Devonte,2000-2025,ALL,13692,19,9,2.7733977940899024,6.837162877144679,5.151804373586126,0.6618463336254747,Devonte,0.33815366637452526,9062,3.0663160969909438,10.276371195358516,10.268625443122657,6.837162877144677,0.6618463336254747,9062,3.0663160969909438,6.209361641147148,0.6553520917076076,13434,0.9811568799298861
Trevon,2000-2025,ALL,12194,13,8,1.5541812439672653,2.936670179083852,2.0867235060027096,0.3566508118746925,Trevon,0.6433491881253075,4349,1.7246186649171724,7.4981848784075105,7.486155641458478,2.936670179083852,0.3566508118746925,4349,1.7246186649171724,2.683496157052397,0.34575931948961725,11991,0.9833524684270953
Sherilyn,2000-2025,ALL,395,5,1,1.3843760696759688,2.6105903135380952,2.0672408082146405,0.3493670886075949,Sherilyn,0.6506329113924051,138,1.5139240506329115,4.5983784596988855,4.503825073376587,2.6105903135380957,0.3493670886075949,138,1.5139240506329115,1.0,0.0,257,0.6506329113924051
Jerilyn,2000-2025,ALL,1221,11,5,2.7053403509221146,6.522117131799383,5.42500791458795,0.7231777231777232,Jerilyn,0.27682227682227684,883,3.0016380016380015,9.215046776562406,9.148135516824226,6.522117131799383,0.7231777231777232,883,3.0016380016380015,4.660374462702125,0.689623507805326,1089,0.8918918918918919
Georgeann,2000-2025,ALL,20,2,0,1.0,2.0,2.0,0.5,Georgeann,0.5,10,1.5,,2.0,2.0,0.5,10,1.5,0.0,0.0,0,0.0
Annalee,2000-2025,ALL,14166,12,8,2.615397274978453,6.127919201364728,4.756582542092706,0.63426514188903,Annalee,0.36573485811096995,8985,2.855993223210504,8.541861324565897,8.539184887855273,6.127919201364728,0.63426514188903,8985,2.855993223210504,5.910080957061494,0.6316911921518447,14067,0.9930114358322745
Nisha,2000-2025,ALL,1333,4,3,1.4046793256725765,2.647589263787091,2.204710956373278,0.3780945236309077,Nisha,0.6219054763690923,504,1.5783945986496626,3.756604417332758,3.743220498502291,2.647589263787091,0.37809452363090773,504,1.5783945986496624,2.4954184447050567,0.36958174904942964,1315,0.986496624156039
Jessalyn,2000-2025,ALL,4019,13,5,2.1357247812280895,4.394578449282612,2.839157383920484,0.4458820602139836,Jessalyn,0.5541179397860164,1792,2.2199552127394875,8.898639232753062,8.871103978521143,4.394578449282612,0.4458820602139836,1792,2.2199552127394875,3.307776780456466,0.40629165555851776,3751,0.9333167454590694
Lilyann,2000-2025,ALL,8503,8,5,2.037893238838286,4.10645428909799,3.6441932455946833,0.6221333646948136,Lilyann,0.3778666353051864,5290,2.1446548277078676,5.327748477137624,5.324283115539604,4.10645428909799,0.6221333646948136,5290,2.1446548277078676,3.995675341991172,0.6203025289529662,8462,0.9951781724097377
Maylee,2000-2025,ALL,13579,26,18,3.543799144587051,11.662451243478865,7.038792959803819,0.6753811031740187,Maylee,0.3246188968259813,9171,5.288681051623831,17.24542803196133,17.234067925476992,11.662451243478865,0.6753811031740187,9171,5.288681051623831,11.188604124469977,0.6726813692730378,13467,0.9917519699536048
Shaylee,2000-2025,ALL,10137,28,19,3.0592533813444804,8.335411256500446,3.5836450954756773,0.48633718062543163,Shaylee,0.5136628193745684,4930,4.812765117884976,18.875638870930082,18.84701404647701,8.335411256500446,0.4863371806254316,4930,4.812765117884976,7.388772541678386,0.4725486223662885,9872,0.9738581434349413
Jaylee,2000-2025,ALL,17293,28,20,3.139628250828939,8.81296973577732,4.039985034723249,0.524316197305268,Jaylee,0.475683802694732,9067,4.674955184178569,18.4112553829491,18.39462304936608,8.766652641098602,0.524316197305268,9067,4.674955184178569,8.030386486440154,0.5145470640306875,16945,0.979876250505985
Kenisha,2000-2025,ALL,1493,15,4,2.7690028800675512,6.816366368170481,4.627972353196427,0.607501674480911,Kenisha,0.3924983255190891,907,3.091091761553918,11.313535715713915,11.229460364925114,6.816366368170483,0.607501674480911,907,3.091091761553918,3.337698513697547,0.49043478260869566,1150,0.7702612190221031
Tanisha,2000-2025,ALL,3636,22,7,2.5651014789859623,5.917966291352926,2.879326341319353,0.4262926292629263,Tanisha,0.5737073707370737,1550,3.318481848184818,14.587848299079033,14.5248980491995,5.917966291352924,0.42629262926292627,1550,3.318481848184818,3.4129427557535648,0.3390367553865653,3156,0.8679867986798679
Janine,2000-2025,ALL,3099,16,6,2.42828754061123,5.382541510576731,3.6607287227169234,0.5566311713455954,Janine,0.44336882865440463,1725,2.5566311713455954,10.05639798817337,10.009797246466277,5.382541510576731,0.5566311713455954,1725,2.5566311713455954,4.157595825786127,0.5297741273100616,2922,0.9428848015488868
Janelle,2000-2025,ALL,23440,26,11,1.8770773553426896,3.673301601351171,2.0459030414908863,0.3125,Janelle,0.6875,7325,2.204863481228669,10.468245301001476,10.459781826006093,3.6721098606781917,0.3125,7325,2.204863481228669,3.244544631026346,0.29809660699507823,22959,0.9794795221843003
Janae,2000-2025,ALL,12841,16,8,1.7893546474172168,3.4566023570384505,2.1357643243242963,0.3359551436803987,Janae,0.6640448563196013,4314,1.9324818939334945,8.678434058447838,8.668228923845662,3.4414142979933513,0.33556576590608206,4309,1.925083716221478,3.075344747990179,0.32136888181456424,12565,0.9785063468577213
Chanel,2000-2025,ALL,14519,14,8,2.168079965185363,4.4942487108351346,2.80311770365506,0.43267442661340316,Chanel,0.5673255733865968,6282,2.3087678214753082,8.969626061383531,8.96255021414598,4.4942487108351346,0.4326744266134031,6282,2.3087678214753082,4.077208799991169,0.42188377316114545,14248,0.9813348026723604
Cadence,2000-2025,ALL,73014,31,23,2.817116434513093,7.047523749309527,4.722389755383088,0.6716383159394088,Cadence,0.32836168406059113,49039,3.2934916591338648,13.176956383412348,13.173490646113951,6.958963953509336,0.6716383159394089,49039,3.2745089982743036,6.895340685093608,0.6705237264144461,72767,0.9966170871339743
Maisie,2000-2025,ALL,27076,18,13,2.7320623293838153,6.644047232200309,4.3446473727702895,0.579406116117595,Maisie,0.4205938838824051,15688,3.0536268281873244,11.369825283631208,11.365327217548346,6.644047232200309,0.579406116117595,15688,3.0536268281873244,6.500193653590489,0.5778782711839276,26978,0.9963805584281282
Jamir,2000-2025,ALL,19704,21,13,2.7551836337072557,6.751385665734305,4.141724152799656,0.565012180267966,Jamir,0.4349878197320341,11133,3.151847340641494,12.503888607529726,12.495904723013863,6.747106080493917,0.5650121802679658,11133,3.151847340641494,6.309291098405468,0.5592409750077136,19446,0.9869062119366626
Emmalyn,2000-2025,ALL,23319,20,13,2.931193372889267,7.627410640436631,4.9815939031587195,0.631330674557228,Emmalyn,0.368669325442772,14722,3.4304644281487198,12.838907252865429,12.832899795456122,7.627410640436631,0.631330674557228,14722,3.4304644281487198,7.149979002446635,0.626590800503844,23023,0.9873064882713667
Marilee,2000-2025,ALL,1251,8,4,2.1660570982017644,4.487951540318731,3.8635799192722153,0.6778577138289368,Marilee,0.32214228617106316,848,2.294164668265388,6.705428997222793,6.653523005492688,4.487951540318731,0.6778577138289369,848,2.294164668265388,3.6971937471339764,0.661344537815126,1190,0.9512390087929656
Macy,2000-2025,ALL,76215,15,12,2.3948005337647635,5.259043877993699,4.329687445420977,0.68801417043889,Macy,0.31198582956111004,52437,2.5476349799908156,8.13210863250812,8.130921384258361,5.256345749696056,0.68801417043889,52437,2.5475300137768158,5.211579119410638,0.6875755505334524,76108,0.9985960768877518
Journey,2000-2025,ALL,57500,21,17,2.4260499419743726,5.374199739083068,3.772444659403523,0.6154782608695653,Journey,0.3845217391304348,35390,2.5932,9.87907767390841,9.87641985502028,5.259589936766371,0.6154782608695653,35390,2.5915304347826087,5.297236287949495,0.614667387023127,57379,0.9978956521739131
Jacqueline,2000-2025,ALL,89753,44,21,2.639000420970914,6.228999346082662,3.176554038261699,0.46304858890510625,Jacqueline,0.5369514110948937,41560,3.2584091896649694,13.922874445209963,13.920201260747035,6.187027889283409,0.46297059708310584,41553,3.231412877563981,5.854117249181186,0.45801234831700766,88919,0.9907078314930977
Kaylin,2000-2025,F,97073,48,38,4.176365577373371,18.080536441195193,12.728139565685039,0.8604967395671299,Kaylin,0.13950326043287012,83531,7.2427451505567975,22.628716064801797,22.624810295720643,18.080536441195193,0.8604967395671299,83531,7.2427451505567975,17.733618996529117,0.860031007751938,96750,0.9966726072131282
Shaelyn,2000-2025,F,11631,26,14,3.510103698893055,11.393220464029005,8.75582235928097,0.7851431519215888,Shaelyn,0.21485684807841116,9132,4.74267044966039,15.12303499966479,15.108487398619241,11.393220464029005,0.7851431519215889,9132,4.74267044966039,10.186295234210066,0.7796684888026804,11342,0.975152609405898
Shante,2000-2025,F,1555,16,3,3.15123280462692,8.884144168793739,6.184349511881348,0.7350482315112541,Chante,0.26495176848874596,1143,3.9839228295819935,13.591536983365527,13.519335158712952,8.884144168793739,0.735048231511254,1143,3.9839228295819935,2.751498909218174,0.569937369519833,958,0.6160771704180065
Charisse,2000-2025,F,1150,19,3,3.3308831671134387,10.062264875475007,6.869273441233301,0.7495652173913043,Charisse,0.25043478260869567,862,4.391304347826087,15.686149926457485,15.534881474951792,10.062264875475007,0.7495652173913043,862,4.391304347826087,2.8668550929014036,0.5826086956521739,690,0.6
Kamiyah,2000-2025,F,1363,9,4,2.377247200552504,5.195444555200157,4.514769603900002,0.6999266324284666,Kamaiyah,0.30007336757153336,954,2.5810711665443873,7.438945921366441,7.389125444238834,5.195444555200157,0.6999266324284666,954,2.5810711665443873,3.916774443426222,0.6728000000000001,1250,0.917094644167278
Kayson,2000-2025,F,1792,19,5,3.37846155906098,10.399639106979729,7.591640661938534,0.7572544642857143,Kaysen,0.24274553571428573,1357,4.452566964285714,15.198182400951708,15.107709544491208,10.399639106979729,0.7572544642857143,1357,4.452566964285714,4.614575180232246,0.6692015209125475,1315,0.7338169642857143
Kaliyah,2000-2025,F,19079,15,13,1.9281041144587523,3.805547729024176,2.201676228811909,0.34194664290581267,Kaliyah,0.6580533570941873,6524,2.165207820116358,10.014210929911924,10.0057745490279,3.8055477290241755,0.34194664290581267,6524,2.165207820116358,3.7258553672237626,0.33959286728735993,19011,0.996435871901043
Daylen,2000-2025,F,7674,16,10,2.9174900215610977,7.555305130189473,5.9055015872277306,0.760489966119364,Daylin,0.2395100338806359,5836,3.361350013031014,11.244983802512634,11.230305838853916,7.555305130189473,0.760489966119364,5836,3.361350013031014,6.838831746160822,0.7547698465643763,7495,0.9766744852749544
Denisha,2000-2025,F,2447,28,5,3.3499445697893306,10.19609326392886,6.297355510098911,0.7384552513281569,Denisha,0.2615447486718431,1807,4.539436044135677,17.22687976056361,17.111160931669183,10.19609326392886,0.7384552513281569,1807,4.539436044135677,4.107703483266937,0.6471885336273429,1814,0.7413158970167553
Shani,2000-2025,F,707,4,1,1.093399067847817,2.1337617057399565,1.5874723299382922,0.21640735502121644,Shawnee,0.7835926449787836,153,1.4101838755304101,3.9981516614008097,3.996928687025728,2.1337617057399565,0.2164073550212164,153,1.4101838755304101,1.0,0.0,554,0.7835926449787836
Jaylen,2000-2025,F,70413,44,29,3.7839896835953395,13.775088510349134,10.02609758733191,0.8157016460028688,Jaelyn,0.1842983539971312,57436,5.686109099172028,18.1742971398022,18.169986163792615,13.77508851034913,0.8157016460028688,57436,5.686109099172028,13.215679580691555,0.814367659890998,69907,0.9928138269921747
Janiece,2000-2025,F,1840,14,3,2.5640304230862894,5.913574427324919,4.004182061604984,0.6070652173913044,Janiece,0.39293478260869563,1117,2.809239130434783,11.087576567144378,11.022282924879471,5.913574427324919,0.6070652173913044,1117,2.809239130434783,2.6365120196680607,0.4890459363957598,1415,0.7690217391304348
Makiyah,2000-2025,F,1702,9,5,2.6203500749127255,6.148992618341853,5.272534008962276,0.7015276145710928,Makaiya,0.2984723854289072,1194,2.9236192714453586,7.817087676426006,7.796993386277101,6.148992618341853,0.7015276145710928,1194,2.9236192714453586,4.6566894407189485,0.66732154551408,1527,0.8971797884841363
Keshawn,2000-2025,F,60,4,0,1.257823142721158,2.391346424910598,1.7804154302670627,0.2666666666666667,Keshawn,0.7333333333333333,16,1.5166666666666666,,3.999640645812606,2.391346424910598,0.26666666666666666,16,1.5166666666666666,0.0,0.0,0,0.0
Kian,2000-2025,F,73,2,0,0.7051819722888516,1.630350293754126,1.4492793037802558,0.1917808219178082,Kian,0.8082191780821918,14,1.191780821917808,,1.9999999994338713,1.630350293754126,0.1917808219178082,14,1.191780821917808,0.0,0.0,0,0.0
Kiana,2000-2025,F,28156,29,16,2.597729450346321,6.053331879686351,3.313770973963509,0.4955249325188237,Kiana,0.5044750674811763,13952,3.133186532177866,13.946841482827052,13.937873487948337,6.053331879686351,0.4955249325188237,13952,3.133186532177866,5.528150285610328,0.4873497672068431,27707,0.9840531325472368
Caitlin,2000-2025,F,274306,54,31,2.9913070075872423,7.951940751014063,5.2691386012104,0.6786216852711935,Kaitlyn,0.3213783147288065,186150,3.5749710177684775,13.197430121498364,13.19661312906456,7.951940751014063,0.6786216852711935,186150,3.5749710177684775,7.737461724248305,0.6774387120380534,273300,0.9963325629042019
Michaela,2000-2025,F,204788,89,46,3.03624569497015,8.20353486891165,4.263432026913973,0.5738471004160399,Makayla,0.42615289958396,117517,4.347725452663242,16.517400214371687,16.515453857601333,8.20353486891165,0.57384710041604,117517,4.347725452663242,7.813247957795633,0.5709538019832159,203407,0.9932564408070785
Kaylee,2000-2025,F,257611,67,49,3.442524316802889,10.871840697579481,4.694941456980168,0.5673864858255276,Kaylee,0.43261351417447236,146165,5.670984546467348,21.1103344637715,21.108516086488496,10.871840697579481,0.5673864858255276,146165,5.670984546467348,10.668925481435641,0.5662415200968354,256931,0.9973603611647018
Carly,2000-2025,F,100352,19,19,3.390102691981375,10.483893454735998,7.832572131965368,0.7190987723214286,Carly,0.28090122767857145,72163,4.829679528061225,13.120093952537179,13.119459014137439,10.483893454735998,0.7190987723214286,72163,4.829679528061225,10.483893454735998,0.7190987723214286,100352,1.0
Hailey,2000-2025,F,316838,26,25,2.5144784700795024,5.713910624057828,3.547014822034291,0.5356617577437051,Hailey,0.464338242256295,169718,2.761553222782621,11.603882331110958,11.603327654671663,5.713910624057828,0.535661757743705,169718,2.761553222782621,5.708103601881181,0.5356045947114731,316799,0.9998769087041327
Christy,2000-2025,F,10705,12,8,2.5891555941213906,6.017463951799818,4.9210025467493415,0.68183092013078,Christy,0.31816907986922,7299,2.8008407286314805,8.147917637968636,8.143336050386509,6.017463951799818,0.6818309201307801,7299,2.8008407286314805,5.81549046658323,0.6798872180451128,10640,0.9939280709948622
Taylin,2000-2025,F,12050,13,10,3.0326495532526105,8.18311174714147,7.183777962943228,0.7869709543568465,Taylin,0.21302904564315353,9483,3.741825726141079,9.862211543600433,9.857765262366968,8.18311174714147,0.7869709543568465,9483,3.741825726141079,7.99589184825018,0.7860298407935318,11997,0.9956016597510373
Cambrie,2000-2025,F,11037,12,11,3.0342895260350584,8.192419127176416,7.027098796792886,0.7925160822687325,Cambrie,0.20748391773126756,8747,3.7031802120141344,10.329511997127062,10.322987982245959,8.192419127176416,0.7925160822687325,8747,3.7031802120141344,8.022057950239343,0.7914769623019486,10982,0.9950167618012141
Maylin,2000-2025,F,10143,9,7,2.4292979342006955,5.386312501779599,4.516063582983031,0.7185250911958987,Maylin,0.28147490880410136,7288,2.6235827664399096,7.641396723013319,7.637342766542928,5.386312501779599,0.7185250911958987,7288,2.6235827664399096,5.156259625933936,0.715807286482182,10046,0.9904367544119097
Braylen,2000-2025,F,28088,14,12,2.383701403491999,5.218739549517004,3.5969870131262787,0.6176659071489604,Braelyn,0.3823340928510396,17349,2.5989746510965537,10.146667179697486,10.142557200142708,5.2187395495170055,0.6176659071489604,17349,2.5989746510965537,5.081977927280143,0.6157644280654049,27949,0.9950512674451724
Raylee,2000-2025,F,15124,18,16,2.9678966373116302,7.823947216449157,5.443473993761558,0.6779291192806136,Raylee,0.3220708807193864,10253,3.501057921184872,13.279855345517335,13.267802301324213,7.823947216449157,0.6779291192806136,10253,3.501057921184872,7.708335579524938,0.6770536365444539,15083,0.9972890769637662
Chantel,2000-2025,F,5677,14,6,2.5931540428594735,6.034164566493056,4.744934266076083,0.6647877400035229,Chantel,0.335212259996477,3774,2.774704949797428,9.073176349520603,9.054552191406549,6.034164566493056,0.664787740003523,3774,2.774704949797428,4.992126161722791,0.6494750414440965,5429,0.9563149550819094
Jaycee,2000-2025,F,30021,17,13,2.9456101253159304,7.704012934223638,5.766625147659884,0.682455614403251,Jaycee,0.31754438559674897,20488,3.4194730355417877,11.021011497228283,11.018126968509941,7.704012934223638,0.6824556144032511,20488,3.4194730355417877,7.57106624086348,0.6815220659472823,29933,0.9970687185636721
Lakeisha,2000-2025,F,854,7,2,1.7318526691499663,3.321540876767435,2.4570985782629204,0.40866510538641687,Lakeisha,0.5913348946135831,349,1.7704918032786885,5.895782704619537,5.846860513915359,3.321540876767435,0.40866510538641687,349,1.7704918032786885,1.7666899004679042,0.25625920471281294,679,0.7950819672131147
Deshawn,2000-2025,F,105,2,0,0.9946937953613058,1.992657549403641,1.9854132901134525,0.4571428571428572,Dashawn,0.5428571428571428,48,1.457142857142857,2.0,2.0,1.992657549403641,0.45714285714285713,48,1.457142857142857,0.0,0.0,0,0.0
Jerrell,2000-2025,F,6,1,0,-0.0,1.0,1.0,0.0,Jarel,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Annalise,2000-2025,F,33960,20,20,2.6843700649860356,6.428000605834668,3.9780862280451883,0.5529151943462898,Annalise,0.4470848056537102,18777,3.075883392226148,12.346072232103909,12.33968990208512,6.428000605834668,0.5529151943462898,18777,3.075883392226148,6.428000605834668,0.5529151943462898,33960,1.0
Aaliyah,2000-2025,F,204858,39,39,2.594147873778074,6.038322760135891,3.3071645889547145,0.503163166681311,Aaliyah,0.49683683331868905,103077,3.2727987191127514,13.912756324416627,13.91119767080531,6.038322760135891,0.503163166681311,103077,3.2727987191127514,6.038322760135891,0.503163166681311,204858,1.0
Riley,2000-2025,F,276317,55,28,2.3218617537408086,4.9997700843928365,3.3070995405617647,0.5262615039972206,Riley,0.4737384960027794,145415,2.5546383320606405,10.215003556349776,10.214217715648084,4.9997700843928365,0.5262615039972206,145415,2.5546383320606405,4.875604823740372,0.5247824524335922,275457,0.996887632682752
Jayden,2000-2025,F,67233,35,22,3.02546701095087,8.142472888365688,5.616089301484101,0.6884863088066873,Jayden,0.3115136911933128,46289,3.6522689750568915,13.645921120430687,13.642044081555465,8.142472888365688,0.6884863088066872,46289,3.6522689750568915,7.860457227010861,0.6867343733640456,66857,0.9944075082176907
Kayden,2000-2025,F,19757,34,16,3.2541726782455256,9.541212911807385,5.1294438561001545,0.5969529786910968,Kayden,0.4030470213089032,11794,4.434833223667561,16.445734853166474,16.433848723479898,9.541212911807385,0.5969529786910969,11794,4.434833223667561,8.270197552026435,0.5848712334480242,19182,0.9708963911525029
Mackenzie,2000-2025,F,200643,27,27,2.029221303154797,4.081844726229722,2.910093280617845,0.49630438141375477,Mackenzie,0.5036956185862452,99580,2.27648609719751,8.82933686885414,8.828237895099013,4.081844726229722,0.49630438141375477,99580,2.27648609719751,4.081844726229722,0.49630438141375477,200643,1.0
Brittany,2000-2025,F,53848,35,18,2.2191809078730143,4.656289980125926,3.2007169800408097,0.5289890060912197,Brittany,0.47101099390878026,28485,2.474743723072352,10.00223865714219,9.997899457665007,4.656289980125926,0.5289890060912197,28485,2.474743723072352,4.443251608048496,0.5257834118614912,53484,0.9932402317634824
Sherry,2000-2025,F,3024,7,4,1.829546966473474,3.554254446296381,2.512190940858443,0.40542328042328046,Sherry,0.5945767195767195,1226,1.8961640211640212,6.486218451118686,6.4715093608183505,3.5542544462963805,0.4054232804232804,1226,1.8961640211640212,2.881071136985725,0.3717679944095038,2862,0.9464285714285714
Kira,2000-2025,F,79676,14,13,2.110041903311706,4.317038333276081,3.393148057843174,0.6065189015512826,Keira,0.3934810984487173,48325,2.1937095235704605,7.936871596876397,7.935321979648111,4.317038333276081,0.6065189015512827,48325,2.1937095235704605,4.298664772085435,0.6062767654187651,79627,0.9993850092876149
Katherine,2000-2025,F,214455,19,15,1.8399986350291242,3.5800968964885547,2.7872915194154353,0.48625585787228087,Katherine,0.5137441421277191,104280,1.9148632580261593,6.717403421025556,6.716840831229795,3.5800968964885547,0.48625585787228087,104280,1.9148632580261593,3.56593099393372,0.4860185859038235,214356,0.9995383646918934
Kristen,2000-2025,F,29966,15,11,2.004574617379141,4.012703662825014,2.6597300709785894,0.4456383901755323,Kristen,0.5543616098244677,13354,2.1173329773743577,9.107512066769813,9.103558460542402,4.012703662825014,0.44563839017553225,13354,2.1173329773743577,3.9343980279667243,0.4438939475093733,29872,0.9968631115263966
Carrie,2000-2025,F,14520,14,10,2.6093545528599362,6.102306115128314,4.534129458688382,0.6448347107438017,Carrie,0.35516528925619834,9363,2.8026170798898073,9.78246814057113,9.77566140882736,6.102306115128314,0.6448347107438016,9363,2.8026170798898073,5.852340551448443,0.6420738478622987,14408,0.9922865013774105
Megan,2000-2025,F,110344,16,9,1.3012508358603605,2.464424589707745,1.764152124586452,0.26815232364242736,Megan,0.7318476763575726,29589,1.479908286812151,5.65874985682999,5.65810400539048,2.464424589707745,0.2681523236424273,29589,1.479908286812151,2.420238725718173,0.26645713922371894,110089,0.9976890451678387
Jocelyn,2000-2025,F,115001,23,22,2.221683803951479,4.664375074168913,2.498684834866717,0.38701402596499157,Jocelyn,0.6129859740350084,44507,2.6101338249232615,12.238911504285566,12.236988275265668,4.664375074168913,0.3870140259649916,44507,2.6101338249232615,4.647318323834341,0.38669404303077226,114941,0.9994782654063877
Madelyn,2000-2025,F,176760,21,21,2.359516766996976,5.131984336002543,3.1613432533368284,0.47440597420230823,Madelyn,0.5255940257976918,83856,2.6017990495587235,9.95378836162038,9.952883060138335,5.131984336002543,0.47440597420230823,83856,2.6017990495587235,5.131984336002543,0.47440597420230823,176760,1.0
Adalyn,2000-2025,F,136106,22,22,3.0624893282139563,8.35412846271332,6.118699386255996,0.7489162858360395,Adalynn,0.25108371416396047,101932,3.6477377926028245,13.175540401823568,13.17421156379842,8.35412846271332,0.7489162858360395,101932,3.6477377926028245,8.35412846271332,0.7489162858360395,136106,1.0
Crystal,2000-2025,F,42249,14,9,1.6171993102350009,3.0677891092097105,2.167480442555612,0.3667542427039693,Crystal,0.6332457572960307,15495,1.7205140950081659,7.152062515035992,7.149847455689373,3.06778910920971,0.36675424270396934,15495,1.7205140950081659,3.032313720334183,0.36579352850539293,42185,0.9984851712466567
Kelsey,2000-2025,F,54351,17,14,1.875381157639905,3.6689853846417297,2.1583303114166457,0.33750988942245774,Kelsey,0.6624901105775423,18344,2.083991094920057,9.827290005449385,9.824336160394873,3.6689853846417297,0.33750988942245774,18344,2.083991094920057,3.6100575764446776,0.33589701027315144,54219,0.9975713418336369
Casey,2000-2025,F,41460,19,14,2.7552782176250488,6.751828304976657,5.017032759725616,0.6578147612156295,Casey,0.34218523878437046,27273,3.0496382054992766,10.663000136624111,10.65977560265864,6.751828304976657,0.6578147612156295,27273,3.0496382054992766,6.633734068660087,0.6568878784947276,41348,0.9972986010612639
Aidan,2000-2025,F,8783,19,8,2.765449057327292,6.7995961252224815,5.2736196064857905,0.7306159626551292,Ayden,0.26938403734487076,6417,3.087213936012752,10.54000441285299,10.52460988288624,6.7995961252224815,0.7306159626551292,6417,3.087213936012752,5.708781615823494,0.7195353247984827,8436,0.9604918592735967
Muhammad,2000-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Alistair,2000-2025,F,11,2,0,0.9940302114769565,1.9917412148051292,1.9836065573770496,0.4545454545454546,Allister,0.5454545454545454,5,1.4545454545454546,,2.0,1.9917412148051292,0.45454545454545453,5,1.4545454545454546,0.0,0.0,0,0.0
Kane,2000-2025,F,12,1,0,-0.0,1.0,1.0,0.0,Kane,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Reese,2000-2025,F,50395,7,5,0.653582163873035,1.573069229374067,1.2736759013920989,0.11911896021430701,Reese,0.880881039785693,6003,1.1623176902470482,3.5506318841672435,3.549673126850659,1.573069229374067,0.11911896021430697,6003,1.1623176902470482,1.5379574925277792,0.11626055104315969,50232,0.9967655521381089
Shay,2000-2025,F,14622,5,4,1.7758560570717903,3.424411455162528,3.102271726085348,0.5655177130351525,Shea,0.4344822869648475,8269,1.9021337710299548,4.1444344745500254,4.143938898329325,3.424411455162528,0.5655177130351525,8269,1.9021337710299548,3.3910020858822816,0.5648332077539557,14599,0.9984270277663795
Blaze,2000-2025,F,1377,4,3,1.6855054047272853,3.2165305801710837,2.8295829484457005,0.5163398692810457,Blaise,0.48366013071895425,711,1.7879448075526507,3.998434577625924,3.9980045059988565,3.2165305801710833,0.5163398692810458,711,1.7879448075526507,2.720750696856425,0.4853168469860897,1294,0.9397240377632534
Darryl,2000-2025,F,194,3,1,0.7211123159613164,1.6484524993975296,1.3320591774615982,0.1391752577319587,Daryl,0.8608247422680413,27,1.2061855670103094,2.9999257233483525,2.9984693893155665,1.6484524993975296,0.13917525773195877,27,1.2061855670103094,1.0,0.0,167,0.8608247422680413
Tory,2000-2025,F,17838,8,7,1.2945983752038277,2.453086956598075,1.6120821286702522,0.21835407556901,Tori,0.78164592443099,3895,1.613689875546586,6.605921647369768,6.603390226400116,2.453086956598075,0.21835407556901,3895,1.613689875546586,2.4383015463111555,0.21769623520170567,17823,0.9991590985536495
Jeri,2000-2025,F,1077,6,3,1.8177939655805957,3.5254171231820957,2.8971498792364043,0.5181058495821727,Jeri,0.4818941504178273,558,1.8551532033426186,5.540765344385021,5.50952577061235,3.5254171231820957,0.5181058495821727,558,1.8551532033426186,2.674899610775719,0.4752275025278059,989,0.9182915506035283
Terri,2000-2025,F,2764,4,4,1.5410127412872248,2.909987066960902,2.416418636516322,0.41714905933429813,Terri,0.5828509406657019,1153,1.6606367583212736,3.982758270623272,3.9814218043895044,2.909987066960902,0.41714905933429813,1153,1.6606367583212736,2.909987066960902,0.41714905933429813,2764,1.0
Shawn,2000-2025,F,1121,3,3,1.472171550270394,2.7743918204327627,2.602770453740506,0.5022301516503123,Shawn,0.4977698483496878,563,1.681534344335415,2.999999999067758,2.9999999973804816,2.7743918204327627,0.5022301516503123,563,1.681534344335415,2.7743918204327627,0.5022301516503123,1121,1.0
Lindsey,2000-2025,F,54535,37,22,2.246907729237318,4.746643598793618,2.862660790711696,0.49377464013936,Lindsey,0.50622535986064,26928,2.789126249197763,12.36771514857444,12.361941274900442,4.746643598793618,0.49377464013936007,26928,2.789126249197763,4.3856150949661155,0.48744940774572054,53862,0.9876593013660951
Bailey,2000-2025,F,118152,18,16,1.8774774435351884,3.6743204226240596,2.2896702087442082,0.36473356354526376,Bailey,0.6352664364547362,43094,2.005035885977385,8.901340406972501,8.900074898133377,3.6743204226240596,0.3647335635452637,43094,2.005035885977385,3.663521635487445,0.36450766234865806,118110,0.999644525695714
Jamie,2000-2025,F,36178,11,11,1.7558434094780262,3.3772369635591795,2.011443095970497,0.3065398861186356,Jamie,0.6934601138813644,11090,2.003676267344795,8.841076415043121,8.838507700454112,3.3772369635591795,0.30653988611863564,11090,2.003676267344795,3.3772369635591795,0.3065398861186356,36178,1.0
Lori,2000-2025,F,6544,9,5,1.6397656998897054,3.1161522005271216,2.2798795959415274,0.3944070904645477,Lori,0.6055929095354523,2581,1.7188264058679705,6.744894610551108,6.73302811191666,3.1161522005271216,0.3944070904645477,2581,1.7188264058679708,2.677409900793722,0.37314141094590314,6322,0.9660757946210269
Nikki,2000-2025,F,6118,7,5,1.4719105828354715,2.7738900092972325,1.8818467334030633,0.2878391631252043,Nikki,0.7121608368747957,1761,1.6284733573063093,6.373577487934095,6.3653137193626685,2.7738900092972325,0.2878391631252043,1761,1.6284733573063093,2.4557932758692558,0.2673616949722549,5947,0.9720496894409938
Vicki,2000-2025,F,3350,6,3,1.3294744921516686,2.5131111707934255,1.9092008082864675,0.304179104477612,Vicky,0.695820895522388,1019,1.4946268656716417,4.716973286413466,4.701877905573378,2.5131111707934255,0.30417910447761193,1019,1.4946268656716417,2.2074021317591788,0.28496932515337425,3260,0.9731343283582089
Cory,2000-2025,F,15399,11,11,2.458497172084243,5.496438753985054,3.5085646448148915,0.5149685044483407,Kori,0.4850314955516592,7930,2.697772582635236,10.244633769155845,10.239979272539866,5.496438753985054,0.5149685044483407,7930,2.697772582635236,5.496438753985054,0.5149685044483407,15399,1.0
Cody,2000-2025,F,6631,8,7,2.4881656741069693,5.610641272207702,4.39417790049407,0.6020208113406726,Kodi,0.3979791886593274,3992,2.712863821444729,7.561255573008484,7.557845604878264,5.610641272207702,0.6020208113406726,3992,2.712863821444729,5.418096952984098,0.5985701247337998,6574,0.9914040114613181
Sydney,2000-2025,F,136732,17,12,1.1092671732774682,2.157360348831896,1.489618087517169,0.18706667056724102,Sydney,0.812933329432759,25578,1.4272664774888102,6.0248762029101375,6.024274963127678,2.157360348831896,0.18706667056724102,25578,1.4272664774888102,2.144720847131718,0.18652527425882426,136641,0.9993344644998976
Annabel,2000-2025,F,73472,6,6,1.6301754855372437,3.095506493254311,2.157446784394668,0.34259309668989546,Annabelle,0.6574069033101045,25171,1.7522593641114983,5.731447910801356,5.73116004328173,3.095506493254311,0.34259309668989546,25171,1.7522593641114983,3.095506493254311,0.34259309668989546,73472,1.0
Isabel,2000-2025,F,161323,13,10,1.6831793211486261,3.2113486876893766,2.5250625955245747,0.5441567538416716,Isabelle,0.45584324615832833,87785,1.8523521134618126,6.8546060803971445,6.854022982429535,3.211348687689377,0.5441567538416717,87785,1.8523521134618126,3.193386186468182,0.5438230824105952,161205,0.9992685481921363
Eleanor,2000-2025,F,103307,13,13,0.7512183933191627,1.6832137480174831,1.2241176619528968,0.09704085879950053,Eleanor,0.9029591412004995,10025,1.3522704172998925,6.377392151835107,6.375930750949332,1.6832137480174831,0.09704085879950052,10025,1.3522704172998925,1.6832137480174831,0.09704085879950053,103307,1.0
Rachel,2000-2025,F,112074,9,6,0.7369493209277589,1.6666478671904463,1.3142580866428957,0.13399182682870248,Rachel,0.8660081731712975,15017,1.2006085265092707,4.118895838252804,4.11827007802632,1.6666478671904463,0.13399182682870248,15017,1.2006085265092707,1.6478751748372304,0.1327614707590582,111915,0.998581294501847
Sofia,2000-2025,F,548178,6,6,0.9328896209066151,1.909095959750325,1.7673425084545147,0.31558180007223935,Sophia,0.6844181999277607,172995,1.3217239655732262,2.326916371680235,2.326888909096346,1.909095959750325,0.3155818000722393,172995,1.3217239655732262,1.909095959750325,0.31558180007223935,548178,1.0
Lee,2000-2025,F,2292,2,2,0.9156557588253222,1.8864263282766855,1.7943191288784446,0.33071553228621287,Leigh,0.6692844677137871,758,1.330715532286213,2.0,2.0,1.8864263282766855,0.3307155322862129,758,1.330715532286213,1.8864263282766855,0.33071553228621287,2292,1.0
Zachary,2000-2025,F,342,3,1,0.21980464308457442,1.1645758792958687,1.0606670656727788,0.0292397660818714,Zachary,0.9707602339181286,10,1.043859649122807,2.6495123630245523,2.541425947728028,1.1645758792958687,0.029239766081871343,10,1.043859649122807,1.0,0.0,332,0.9707602339181286
Nicholas,2000-2025,F,489,4,1,0.677944249410089,1.5998584315588904,1.2949047724774319,0.1267893660531697,Nicholas,0.8732106339468303,62,1.1676891615541922,3.584022419083927,3.5154833994892476,1.5998584315588904,0.12678936605316973,62,1.1676891615541922,1.0,0.0,427,0.8732106339468303
Michael,2000-2025,F,2211,10,5,2.1589161915444812,4.465792415392152,2.7486779582108283,0.4237901402080506,Michael,0.5762098597919494,937,2.3726820443238354,8.96697887894181,8.945474201506924,4.465792415392152,0.42379014020805067,937,2.3726820443238354,2.993848609908524,0.3476702508960573,1953,0.8833107191316146
Christopher,2000-2025,F,595,2,1,0.12311463565031058,1.0890835497993177,1.03417804717739,0.01680672268907568,Christopher,0.9831932773109243,10,1.0168067226890756,1.8436247517316946,1.8163926614681205,1.0890835497993177,0.01680672268907563,10,1.0168067226890756,1.0,0.0,585,0.9831932773109243
Stephanie,2000-2025,F,83067,17,11,1.0664815837479151,2.0943195487725688,1.411284173332686,0.1617609881180252,Stephanie,0.8382390118819748,13437,1.4629997471920257,6.861183771874903,6.859734560096578,2.0943195487725688,0.1617609881180252,13437,1.4629997471920257,2.036929980625845,0.15862102299503367,82757,0.9962680727605427
Tyreek,2000-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Rashawn,2000-2025,F,11,1,0,-0.0,1.0,1.0,0.0,Rashawn,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Tyesha,2000-2025,F,1039,7,3,1.9736422732855956,3.92758438722731,2.9604061943820565,0.4793070259865255,Tyesha,0.5206929740134745,498,2.023099133782483,6.156765436643877,6.124087649764349,3.927584387227311,0.4793070259865255,498,2.023099133782483,2.442970432210691,0.37384259259259256,864,0.8315688161693936
Akilah,2000-2025,F,3014,10,4,1.7085977736574258,3.268429941927418,2.7083694083694083,0.5,Akeelah,0.5,1507,1.7777040477770405,5.090409590298338,5.073328567521017,3.268429941927418,0.5,1507,1.7777040477770405,3.039035575586419,0.49395567494963066,2978,0.9880557398805574
Myesha,2000-2025,F,1100,7,4,2.103909432117284,4.298726822325456,3.293969042135581,0.5145454545454545,Myesha,0.48545454545454547,566,2.1681818181818184,6.500640045662403,6.467323415763552,4.298726822325456,0.5145454545454545,566,2.1681818181818184,3.2926380748844912,0.46706586826347307,1002,0.9109090909090909
Deonte,2000-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Devonte,2000-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Trevon,2000-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Sherilyn,2000-2025,F,395,5,1,1.3843760696759688,2.6105903135380952,2.0672408082146405,0.3493670886075949,Sherilyn,0.6506329113924051,138,1.5139240506329115,4.5983784596988855,4.503825073376587,2.6105903135380957,0.3493670886075949,138,1.5139240506329115,1.0,0.0,257,0.6506329113924051
Jerilyn,2000-2025,F,1221,11,5,2.7053403509221146,6.522117131799383,5.42500791458795,0.7231777231777232,Jerilyn,0.27682227682227684,883,3.0016380016380015,9.215046776562406,9.148135516824226,6.522117131799383,0.7231777231777232,883,3.0016380016380015,4.660374462702125,0.689623507805326,1089,0.8918918918918919
Georgeann,2000-2025,F,20,2,0,1.0,2.0,2.0,0.5,Georgeann,0.5,10,1.5,,2.0,2.0,0.5,10,1.5,0.0,0.0,0,0.0
Annalee,2000-2025,F,14166,12,8,2.615397274978453,6.127919201364728,4.756582542092706,0.63426514188903,Annalee,0.36573485811096995,8985,2.855993223210504,8.541861324565897,8.539184887855273,6.127919201364728,0.63426514188903,8985,2.855993223210504,5.910080957061494,0.6316911921518447,14067,0.9930114358322745
Nisha,2000-2025,F,1333,4,3,1.4046793256725765,2.647589263787091,2.204710956373278,0.3780945236309077,Nisha,0.6219054763690923,504,1.5783945986496626,3.756604417332758,3.743220498502291,2.647589263787091,0.37809452363090773,504,1.5783945986496624,2.4954184447050567,0.36958174904942964,1315,0.986496624156039
Jessalyn,2000-2025,F,4019,13,5,2.1357247812280895,4.394578449282612,2.839157383920484,0.4458820602139836,Jessalyn,0.5541179397860164,1792,2.2199552127394875,8.898639232753062,8.871103978521143,4.394578449282612,0.4458820602139836,1792,2.2199552127394875,3.307776780456466,0.40629165555851776,3751,0.9333167454590694
Lilyann,2000-2025,F,8503,8,5,2.037893238838286,4.10645428909799,3.6441932455946833,0.6221333646948136,Lilyann,0.3778666353051864,5290,2.1446548277078676,5.327748477137624,5.324283115539604,4.10645428909799,0.6221333646948136,5290,2.1446548277078676,3.995675341991172,0.6203025289529662,8462,0.9951781724097377
Maylee,2000-2025,F,13579,26,18,3.543799144587051,11.662451243478865,7.038792959803819,0.6753811031740187,Maylee,0.3246188968259813,9171,5.288681051623831,17.24542803196133,17.234067925476992,11.662451243478865,0.6753811031740187,9171,5.288681051623831,11.188604124469977,0.6726813692730378,13467,0.9917519699536048
Shaylee,2000-2025,F,10137,28,19,3.0592533813444804,8.335411256500446,3.5836450954756773,0.48633718062543163,Shaylee,0.5136628193745684,4930,4.812765117884976,18.875638870930082,18.84701404647701,8.335411256500446,0.4863371806254316,4930,4.812765117884976,7.388772541678386,0.4725486223662885,9872,0.9738581434349413
Jaylee,2000-2025,F,17171,28,20,3.1542791390965954,8.902923375523526,4.093353151438421,0.5280414652611962,Jaylee,0.4719585347388038,9067,4.701065750393105,18.452339024475823,18.43563088281711,8.902923375523526,0.5280414652611962,9067,4.701065750393105,8.109786387376205,0.5182785472270106,16823,0.9797332712130918
Kenisha,2000-2025,F,1493,15,4,2.7690028800675512,6.816366368170481,4.627972353196427,0.607501674480911,Kenisha,0.3924983255190891,907,3.091091761553918,11.313535715713915,11.229460364925114,6.816366368170483,0.607501674480911,907,3.091091761553918,3.337698513697547,0.49043478260869566,1150,0.7702612190221031
Tanisha,2000-2025,F,3636,22,7,2.5651014789859623,5.917966291352926,2.879326341319353,0.4262926292629263,Tanisha,0.5737073707370737,1550,3.318481848184818,14.587848299079033,14.5248980491995,5.917966291352924,0.42629262926292627,1550,3.318481848184818,3.4129427557535648,0.3390367553865653,3156,0.8679867986798679
Janine,2000-2025,F,3099,16,6,2.42828754061123,5.382541510576731,3.6607287227169234,0.5566311713455954,Janine,0.44336882865440463,1725,2.5566311713455954,10.05639798817337,10.009797246466277,5.382541510576731,0.5566311713455954,1725,2.5566311713455954,4.157595825786127,0.5297741273100616,2922,0.9428848015488868
Janelle,2000-2025,F,23430,26,11,1.8769833610156206,3.6730622865582894,2.04552681417803,0.31241997439180536,Janelle,0.6875800256081946,7320,2.2051643192488264,10.46995066291266,10.461482776069424,3.6730622865582894,0.31241997439180536,7320,2.2051643192488264,3.2441826766536077,0.2980086278269206,22949,0.9794707639778062
Janae,2000-2025,F,12831,15,8,1.7836118248264037,3.4428702813432355,2.1325156546055566,0.33543761203335676,Janae,0.6645623879666432,4304,1.9254150105213934,8.637566457377165,8.627477889281364,3.4428702813432355,0.3354376120333567,4304,1.9254150105213934,3.0720408747990513,0.32109872611464974,12560,0.9788792767516171
Chanel,2000-2025,F,14519,14,8,2.168079965185363,4.4942487108351346,2.80311770365506,0.43267442661340316,Chanel,0.5673255733865968,6282,2.3087678214753082,8.969626061383531,8.96255021414598,4.4942487108351346,0.4326744266134031,6282,2.3087678214753082,4.077208799991169,0.42188377316114545,14248,0.9813348026723604
Cadence,2000-2025,F,67319,31,23,2.842651247861799,7.173371001646722,4.746138838962254,0.6742970038176443,Cadence,0.32570299618235565,45393,3.35263447169447,13.502926628757095,13.499075994275564,7.173371001646722,0.6742970038176443,45393,3.35263447169447,7.00802892369759,0.6730975667938932,67072,0.9963309021227291
Maisie,2000-2025,F,27076,18,13,2.7320623293838153,6.644047232200309,4.3446473727702895,0.579406116117595,Maisie,0.4205938838824051,15688,3.0536268281873244,11.369825283631208,11.365327217548346,6.644047232200309,0.579406116117595,15688,3.0536268281873244,6.500193653590489,0.5778782711839276,26978,0.9963805584281282
Jamir,2000-2025,F,15,1,0,-0.0,1.0,1.0,0.0,Jamir,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Emmalyn,2000-2025,F,23319,20,13,2.931193372889267,7.627410640436631,4.9815939031587195,0.631330674557228,Emmalyn,0.368669325442772,14722,3.4304644281487198,12.838907252865429,12.832899795456122,7.627410640436631,0.631330674557228,14722,3.4304644281487198,7.149979002446635,0.626590800503844,23023,0.9873064882713667
Marilee,2000-2025,F,1251,8,4,2.1660570982017644,4.487951540318731,3.8635799192722153,0.6778577138289368,Marilee,0.32214228617106316,848,2.294164668265388,6.705428997222793,6.653523005492688,4.487951540318731,0.6778577138289369,848,2.294164668265388,3.6971937471339764,0.661344537815126,1190,0.9512390087929656
Macy,2000-2025,F,76154,15,12,2.395209191612496,5.260533765949381,4.331246776779192,0.6883945688998607,Macy,0.3116054311001392,52424,2.54852010399979,8.133572254268138,8.132384131153628,5.260533765949381,0.6883945688998608,52424,2.54852010399979,5.213025603878535,0.6879561323918103,76047,0.9985949523334297
Journey,2000-2025,F,55390,21,17,2.459682964009557,5.5009582898225915,3.8802240454918437,0.6343383282180899,Journey,0.3656616717819101,35136,2.645080339411446,9.97631194971489,9.97352479162024,5.5009582898225915,0.6343383282180899,35136,2.645080339411446,5.4199151349435555,0.63353778791004,55269,0.9978154901606788
Jacqueline,2000-2025,F,89568,44,21,2.6320323495579427,6.198986446018318,3.1737562347582347,0.4628662022150768,Jacqueline,0.5371337977849232,41458,3.2348271704180065,13.837710073362949,13.835080653651424,6.198986446018318,0.4628662022150768,41458,3.2348271704180065,5.860017489658229,0.45836710798883185,88824,0.9916934619506966
Kaylin,2000-2025,M,17160,38,26,4.307741532246211,19.80429627319038,14.786870938470893,0.8518648018648018,Kalen,0.14813519813519813,14618,7.988811188811189,23.415646378752186,23.398459381696334,19.80429627319038,0.8518648018648018,14618,7.988811188811189,18.601393743980875,0.8498345935727788,16928,0.9864801864801864
Shaelyn,2000-2025,M,192,6,0,2.1114354553999615,4.3212103336613055,3.636937647987371,0.5833333333333333,Shailen,0.4166666666666667,112,2.1927083333333335,5.965074266786314,5.886743654932871,4.3212103336613055,0.5833333333333334,112,2.1927083333333335,0.0,0.0,0,0.0
Shante,2000-2025,M,6,1,0,-0.0,1.0,1.0,0.0,Shante,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Charisse,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kamiyah,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kayson,2000-2025,M,94662,46,27,3.7981236192469643,13.910704867657127,10.34703238932328,0.8408653947729818,Kayson,0.15913460522701822,79598,5.696594198305551,18.16405648385019,18.161048652769814,13.910704867657124,0.8408653947729817,79598,5.69659419830555,13.238382703678537,0.8395124861501747,93864,0.9915700069721747
Kaliyah,2000-2025,M,5,1,0,-0.0,1.0,1.0,0.0,Kaliyah,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Daylen,2000-2025,M,13651,23,15,3.2883438354688828,9.769900270422609,6.8318306161731215,0.7352574902937514,Daylen,0.26474250970624863,10037,4.214196762141968,15.197275607471996,15.182463886995132,9.769900270422609,0.7352574902937514,10037,4.214196762141968,8.881510223383522,0.7296326774893394,13367,0.9791956633213684
Denisha,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Shani,2000-2025,M,6,1,0,-0.0,1.0,1.0,0.0,Shawnee,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Jaylen,2000-2025,M,99778,40,25,2.7075959573441604,6.532322223802195,4.097867590262078,0.6271723225560745,Jaylen,0.37282767744392553,62578,3.1949728397041435,13.258484681487673,13.255797445426442,6.532322223802195,0.6271723225560745,62578,3.194972839704143,6.365452274956663,0.625810994316753,99415,0.9963619234701037
Janiece,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Makiyah,2000-2025,M,82,2,0,0.9995708393473224,1.999405145487696,1.9988109393579074,0.4878048780487805,Macaiah,0.5121951219512195,40,1.4878048780487805,,2.0,1.999405145487696,0.4878048780487805,40,1.4878048780487805,0.0,0.0,0,0.0
Keshawn,2000-2025,M,13619,20,13,2.9595325731379427,7.778718900188684,5.397405515803352,0.6821352522211617,Keshawn,0.3178647477788384,9290,3.4259490417798664,12.782213622686923,12.770285531471393,7.778718900188681,0.6821352522211616,9290,3.4259490417798664,7.214145788376208,0.6772534108700514,13413,0.9848740729862692
Kian,2000-2025,M,16288,4,3,0.8859008889184676,1.847918191201765,1.5703916690798783,0.2299238703339882,Kian,0.7700761296660118,3745,1.2523330058939097,2.9429643228693254,2.9420143419609306,1.847918191201765,0.2299238703339882,3745,1.2523330058939097,1.8391058263672164,0.2294507924806487,16278,0.9993860510805501
Kiana,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Caitlin,2000-2025,M,216,6,1,1.7845015837556701,3.4449942710365207,2.7043821006260145,0.4814814814814815,Kaitlyn,0.5185185185185185,104,1.8333333333333333,5.913773720128617,5.804166162732218,3.4449942710365207,0.48148148148148145,104,1.8333333333333333,1.0,0.0,112,0.5185185185185185
Michaela,2000-2025,M,149,4,1,0.8249663828525033,1.7714937590298852,1.361106002084483,0.1476510067114094,Makayla,0.8523489932885906,22,1.25503355704698,3.995644626777235,3.95019568924235,1.7714937590298852,0.1476510067114094,22,1.25503355704698,1.0,0.0,127,0.8523489932885906
Kaylee,2000-2025,M,489,8,2,2.126645997623414,4.3670104930329465,3.33786066248831,0.5664621676891616,Kalei,0.4335378323108384,277,2.179959100204499,7.447960643752509,7.341290512530123,4.3670104930329465,0.5664621676891616,277,2.179959100204499,1.9718270705444412,0.41597796143250687,363,0.7423312883435583
Carly,2000-2025,M,58,4,0,1.921008887986397,3.7868778546279236,3.617204301075269,0.6379310344827587,Carly,0.3620689655172414,37,2.1379310344827585,,3.999999641728201,3.7868778546279236,0.6379310344827587,37,2.1379310344827585,0.0,0.0,0,0.0
Hailey,2000-2025,M,455,6,2,1.61412163711466,3.0612516303076607,2.51993183616335,0.523076923076923,Haley,0.47692307692307695,238,1.7582417582417582,5.655179425340447,5.570397599598181,3.0612516303076607,0.5230769230769231,238,1.7582417582417582,1.993666862713362,0.46019900497512434,402,0.8835164835164835
Christy,2000-2025,M,83,2,0,0.9948631079048571,1.9928914184519484,1.985874891899683,0.45783132530120485,Christy,0.5421686746987951,38,1.4578313253012047,,2.0,1.9928914184519484,0.4578313253012048,38,1.4578313253012047,0.0,0.0,0,0.0
Taylin,2000-2025,M,4545,11,4,2.1198145047157237,4.346380575975738,3.318264859767055,0.5427942794279428,Taylen,0.4572057205720572,2467,2.166776677667767,7.786292844701645,7.764350608301198,4.346380575975738,0.5427942794279428,2467,2.166776677667767,3.2843511528639255,0.5099056603773585,4240,0.9328932893289329
Cambrie,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Maylin,2000-2025,M,66,2,0,0.48791799258948587,1.4024195303552474,1.2339943342776205,0.10606060606060608,Maylon,0.8939393939393939,7,1.106060606060606,,1.9999864852626459,1.4024195303552474,0.10606060606060606,7,1.106060606060606,0.0,0.0,0,0.0
Braylen,2000-2025,M,40602,20,18,2.280768497178384,4.8593673441072625,3.1898569137677426,0.5519925126841042,Braylon,0.4480074873158958,22412,2.5448500073887987,11.163541757794203,11.15813582595378,4.8593673441072625,0.5519925126841042,22412,2.5448500073887987,4.832619027412928,0.5516391422233178,40570,0.9992118614846559
Raylee,2000-2025,M,248,4,0,1.808722152990359,3.503318495139469,3.2316099201345105,0.6048387096774194,Rayleigh,0.3951612903225806,150,1.9596774193548385,3.999981196959004,3.9997769935095113,3.503318495139469,0.6048387096774194,150,1.9596774193548385,0.0,0.0,0,0.0
Chantel,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jaycee,2000-2025,M,1830,6,3,1.4609244336164984,2.7528470090620702,2.201601451562007,0.3726775956284153,Jaycee,0.6273224043715847,682,1.5934426229508196,4.3812631841715115,4.362726598469886,2.7528470090620702,0.3726775956284153,682,1.5934426229508196,2.449634397760025,0.3554183043234138,1781,0.973224043715847
Lakeisha,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Deshawn,2000-2025,M,23016,15,11,2.8420390288463357,7.17032757090165,5.3131824544946085,0.6699252693778242,Deshawn,0.3300747306221759,15419,3.1774417796315606,10.878351529346359,10.873930452099117,7.17032757090165,0.6699252693778242,15419,3.1774417796315606,6.824357809775929,0.666520345902287,22781,0.98978971150504
Jerrell,2000-2025,M,7092,17,11,3.1236693705379994,8.716019176158065,6.619917375517061,0.7621263395375071,Jarell,0.23787366046249295,5405,3.7810208685843203,12.695811124672659,12.6785663584734,8.716019176158065,0.7621263395375071,5405,3.7810208685843203,7.773806077292932,0.7551523947750363,6890,0.9715172024816695
Annalise,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Aaliyah,2000-2025,M,138,2,0,0.8950051289257759,1.859616496337998,1.7513334559499725,0.3115942028985508,Aaliyah,0.6884057971014492,43,1.3115942028985508,2.0,2.0,1.859616496337998,0.3115942028985507,43,1.3115942028985508,0.0,0.0,0,0.0
Riley,2000-2025,M,87049,26,13,1.1585678933666512,2.2323572027176284,1.4467036431760367,0.17221335110110403,Riley,0.827786648898896,14991,1.5805121253546852,7.4530950575954025,7.451396615980827,2.2323572027176284,0.17221335110110397,14991,1.5805121253546852,2.1320405129247146,0.16718098077967714,86523,0.9939574262771542
Jayden,2000-2025,M,412125,72,33,2.059969708273604,4.169775491234076,2.4224178602452704,0.3915219896875948,Jayden,0.6084780103124052,161356,2.431774340309372,11.015789202324266,11.015161728269309,4.169775491234076,0.3915219896875948,161356,2.431774340309372,4.101927795674014,0.39043486715768494,411390,0.9982165605095541
Kayden,2000-2025,M,362668,85,48,3.23213453564566,9.396571987413813,6.742682244742778,0.7985705934904651,Kayden,0.2014294065095349,289616,4.509675515898839,14.203251654986168,14.202369109818262,9.396571987413813,0.7985705934904651,289616,4.509675515898839,9.174391512429187,0.7979516369479778,361557,0.9969365921448818
Mackenzie,2000-2025,M,2613,5,3,1.1509356989724622,2.220578693690645,1.8171656101217526,0.2996555683122847,Mackenzie,0.7003444316877153,783,1.3758132414848834,3.8740905803718135,3.8610971291414553,2.220578693690645,0.29965556831228474,783,1.3758132414848834,2.0871241983984428,0.2915214866434379,2583,0.9885189437428243
Brittany,2000-2025,M,33,2,0,0.6136190195993708,1.5300926564979602,1.3461063040791097,0.1515151515151515,Brittany,0.8484848484848485,5,1.1515151515151516,,1.9999999268171789,1.5300926564979602,0.15151515151515152,5,1.1515151515151516,0.0,0.0,0,0.0
Sherry,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kira,2000-2025,M,18,2,0,0.964078764808229,1.9508174262050981,1.9058823529411761,0.38888888888888884,Kira,0.6111111111111112,7,1.3888888888888888,,2.0,1.9508174262050981,0.3888888888888889,7,1.3888888888888888,0.0,0.0,0,0.0
Katherine,2000-2025,M,226,3,1,1.3268328371136673,2.508513734520411,2.177152600170503,0.38053097345132747,Katherine,0.6194690265486725,86,1.5309734513274336,2.999999999762126,2.999999916957197,2.508513734520411,0.3805309734513274,86,1.5309734513274336,1.0,0.0,140,0.6194690265486725
Kristen,2000-2025,M,1572,7,4,2.1152141211924387,4.332543159615979,3.513028940881447,0.5534351145038168,Christen,0.44656488549618323,870,2.1876590330788805,6.175653528943658,6.152232195840785,4.332543159615979,0.5534351145038168,870,2.1876590330788805,3.4665471229969747,0.518188057652711,1457,0.9268447837150128
Carrie,2000-2025,M,3942,7,4,1.8207709925640139,3.532699395345035,2.9287173050174706,0.491374936580416,Kerry,0.508625063419584,1937,1.9079147640791476,4.813276964799524,4.804554855486271,3.532699395345035,0.49137493658041603,1937,1.9079147640791476,3.3536639130415717,0.48655569782330343,3905,0.9906139015728057
Megan,2000-2025,M,140,2,1,0.4689955935892812,1.384145488461686,1.2195121951219512,0.09999999999999998,Megan,0.9,14,1.1,1.9999999964349762,1.9999734386011125,1.384145488461686,0.1,14,1.1,1.0,0.0,126,0.9
Jocelyn,2000-2025,M,106,1,1,-0.0,1.0,1.0,0.0,Jocelyn,1.0,0,1.0,1.0,1.0,1.0,0.0,0,1.0,1.0,0.0,106,1.0
Madelyn,2000-2025,M,50,1,0,-0.0,1.0,1.0,0.0,Madelyn,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Adalyn,2000-2025,M,11,2,0,0.9940302114769565,1.9917412148051292,1.9836065573770496,0.4545454545454546,Adelyn,0.5454545454545454,5,1.4545454545454546,,2.0,1.9917412148051292,0.45454545454545453,5,1.4545454545454546,0.0,0.0,0,0.0
Crystal,2000-2025,M,57,1,0,-0.0,1.0,1.0,0.0,Crystal,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Kelsey,2000-2025,M,813,3,1,0.46387052378015636,1.3792371351506936,1.1939576766408655,0.08856088560885611,Kelsey,0.9114391143911439,72,1.0947109471094711,2.4820026412054186,2.4602040962306138,1.3792371351506936,0.08856088560885608,72,1.0947109471094711,1.0,0.0,741,0.9114391143911439
Casey,2000-2025,M,30444,9,4,1.089737799801425,2.128353515702231,1.6295643480825608,0.23410195769281306,Casey,0.7658980423071869,7127,1.3433845749572986,4.133229707710244,4.132115077902651,2.128353515702231,0.23410195769281303,7127,1.3433845749572986,2.0709567429429634,0.23109645507007415,30325,0.9960911838129024
Aidan,2000-2025,M,516362,36,35,2.222721014491057,4.667729683674052,3.1057384989125714,0.5041811752220342,Aiden,0.49581882477796585,260340,2.4680495466358874,10.035238452966594,10.03480407955972,4.667729683674052,0.5041811752220342,260340,2.4680495466358874,4.661454400860219,0.5040995434621337,516277,0.9998353868022821
Muhammad,2000-2025,M,61001,8,8,2.3372492445084543,5.053382010057722,4.455888618976587,0.6947591023097982,Muhammad,0.3052408976902018,42381,2.543745184505172,6.834769741613979,6.8340588046473725,5.053382010057722,0.6947591023097982,42381,2.543745184505172,5.053382010057722,0.6947591023097982,61001,1.0
Alistair,2000-2025,M,8049,8,7,2.2459161807925705,4.743382403639333,3.5870113961901153,0.5437942601565412,Alistair,0.4562057398434588,4377,2.3235184494968317,7.3829208784536595,7.3771186153806845,4.743382403639333,0.5437942601565412,4377,2.3235184494968317,4.537142549949955,0.5386355069732378,7959,0.9888184867685427
Kane,2000-2025,M,31791,10,8,2.2107322950477912,4.629101817067464,3.2916456310149176,0.5027523512943914,Kane,0.4972476487056085,15983,2.2965304645968985,7.516032063530795,7.5145789249611195,4.629101817067464,0.5027523512943914,15983,2.2965304645968985,4.5788311697138315,0.5018905974287875,31736,0.9982699506149539
Reese,2000-2025,M,42925,7,6,1.724822905301892,3.3053955015210175,3.0975154081945724,0.6276761793826442,Reece,0.37232382061735586,26943,1.9863016889924288,4.450833653301108,4.449699544456797,3.3053955015210175,0.6276761793826442,26943,1.9863016889924288,3.2772646995562487,0.6271811141177568,42868,0.9986721025043681
Shay,2000-2025,M,6914,5,4,1.6009407416208798,3.033410491526188,2.522891556091295,0.4605148973098062,Shea,0.5394851026901938,3184,1.6803586925079548,4.564680813617697,4.56178526815513,3.033410491526188,0.4605148973098062,3184,1.6803586925079548,2.915980770154534,0.45595099183197196,6856,0.9916112236042812
Blaze,2000-2025,M,15599,7,5,1.7696165483304023,3.4096332055237935,2.8720431828627326,0.5468940316686968,Blaze,0.4531059683313033,8531,1.8465927303032246,5.0769523344072205,5.074559187525063,3.4096332055237935,0.5468940316686967,8531,1.8465927303032246,3.309024645935349,0.544411499290963,15514,0.9945509327520995
Darryl,2000-2025,M,18932,10,6,2.151113611015816,4.441705101267245,3.6788649055661806,0.6102366363828439,Darrell,0.38976336361715613,11553,2.2044158039298543,6.520412260710582,6.517852028925793,4.441705101267245,0.6102366363828439,11553,2.2044158039298543,4.244852006821842,0.606998295696634,18776,0.9917599830974012
Tory,2000-2025,M,3261,8,5,2.362769656385242,5.143568635564059,4.227446685443621,0.6326280282122048,Tory,0.3673719717877952,2063,2.4707145047531434,7.348970228799325,7.334852426117199,5.143568635564059,0.6326280282122049,2063,2.4707145047531434,4.309774881352223,0.6132989025177533,3098,0.9500153327200246
Jeri,2000-2025,M,19095,4,2,0.2058345611485697,1.1533533384430268,1.0595716966807238,0.028855721393034828,Jerry,0.9711442786069652,551,1.0327834511652265,2.226899767641791,2.225693456016419,1.1533533384430268,0.028855721393034824,551,1.0327834511652265,1.1262282508745285,0.02553862322648448,19030,0.9965959675307672
Terri,2000-2025,M,11965,2,1,0.023090949048329753,1.0161341991683028,1.0045233476109479,0.002256581696615134,Terry,0.9977434183033849,27,1.0022565816966151,1.202962907793754,1.2022126225936314,1.0161341991683028,0.0022565816966151273,27,1.0022565816966151,1.0,0.0,11938,0.9977434183033849
Shawn,2000-2025,M,139548,6,4,1.2210622644688818,2.3311830043223396,1.9998533715313225,0.3519147533465188,Sean,0.6480852466534812,49109,1.434459827442887,3.145282753185446,3.145232000766436,2.3311830043223396,0.3519147533465188,49109,1.434459827442887,2.3201003502021535,0.35154300628101065,139468,0.9994267205549345
Lindsey,2000-2025,M,384,3,2,0.947627863118417,1.928698805569889,1.7254791827564417,0.29166666666666663,Lindsey,0.7083333333333334,112,1.3046875,2.78076176272029,2.730351157694253,1.928698805569889,0.2916666666666667,112,1.3046875,1.813271938171962,0.28232189973614774,379,0.9869791666666666
Bailey,2000-2025,M,10009,8,5,0.6776983507683338,1.5995857686055326,1.2264230489878243,0.09841142971325811,Bailey,0.9015885702867419,985,1.2283944449995003,4.9868423515936335,4.979861176002541,1.5995857686055326,0.09841142971325807,985,1.2283944449995003,1.5397924252055282,0.0930653266331658,9950,0.9941053052252973
Jamie,2000-2025,M,32942,10,6,1.2437586956206221,2.368147095598848,1.9505114672798585,0.3496448303078137,Jaime,0.6503551696921863,11518,1.4504280250136605,4.647694241548263,4.645725557409858,2.368147095598848,0.34964483030781374,11518,1.4504280250136605,2.3221530312841123,0.34784329244163037,32851,0.9972375690607734
Lori,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Nikki,2000-2025,M,616,5,1,1.0026468881291826,2.0036727342093696,1.532907812878727,0.20616883116883122,Nicky,0.7938311688311688,127,1.3035714285714284,4.433200717454038,4.370113897100236,2.0036727342093696,0.20616883116883117,127,1.3035714285714284,1.0,0.0,489,0.7938311688311688
Vicki,2000-2025,M,6,1,0,-0.0,1.0,1.0,0.0,Vicky,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Cory,2000-2025,M,49549,13,11,1.7648130811136555,3.398299676511784,2.481393845718598,0.4326626168035682,Corey,0.5673373831964318,21438,1.8212476538376152,7.0076974679471435,7.0055316642457575,3.3982996765117837,0.4326626168035682,21438,1.8212476538376152,3.375546158500927,0.4321239545876935,49502,0.9990514440251065
Cody,2000-2025,M,87928,11,9,0.9872460215474655,1.9823971541913288,1.442499030575517,0.17606450732417434,Cody,0.8239354926758257,15481,1.3457374215267037,5.616097859099076,5.614867971126338,1.9823971541913288,0.17606450732417434,15481,1.3457374215267037,1.9619641364554923,0.1749385021865889,87808,0.9986352470202893
Sydney,2000-2025,M,7160,2,2,0.7492585224724595,1.6809286900226776,1.5072258085077392,0.2141061452513966,Sidney,0.7858938547486034,1533,1.2141061452513968,1.9999999999715738,1.9999999999656133,1.6809286900226776,0.21410614525139665,1533,1.2141061452513968,1.6809286900226776,0.2141061452513966,7160,1.0
Annabel,2000-2025,M,10,1,0,-0.0,1.0,1.0,0.0,Annabelle,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Isabel,2000-2025,M,136,2,1,0.6024308020404452,1.518272555473636,1.3348729792147804,0.1470588235294118,Isabel,0.8529411764705882,20,1.1470588235294117,1.9999999999999836,1.9999998764314115,1.518272555473636,0.14705882352941177,20,1.1470588235294117,1.0,0.0,116,0.8529411764705882
Eleanor,2000-2025,M,49,1,0,-0.0,1.0,1.0,0.0,Eleanor,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Rachel,2000-2025,M,143,2,1,0.2511988167090251,1.1901957049725727,1.0874235575644777,0.04195804195804198,Rachel,0.958041958041958,6,1.0419580419580419,1.999429120588276,1.9862452415160463,1.1901957049725727,0.04195804195804196,6,1.0419580419580419,1.0,0.0,137,0.958041958041958
Sofia,2000-2025,M,568,2,2,0.8782570591448138,1.8381532596005636,1.718260350869718,0.2975352112676056,Sophia,0.7024647887323944,169,1.2975352112676055,2.0,1.9999999999999996,1.8381532596005636,0.2975352112676056,169,1.2975352112676055,1.8381532596005636,0.2975352112676056,568,1.0
Lee,2000-2025,M,10035,2,2,0.10228177056079879,1.0734699236889704,1.0270630158321723,0.013353263577478791,Lee,0.9866467364225212,134,1.013353263577479,1.7410299164704846,1.7392835891353442,1.0734699236889707,0.013353263577478824,134,1.013353263577479,1.0734699236889704,0.013353263577478791,10035,1.0
Zachary,2000-2025,M,237504,21,19,1.0376508158944429,2.05288215996293,1.4092445681664125,0.1616562247372676,Zachary,0.8383437752627324,38394,1.434742151711129,6.245140077710242,6.24470620157628,2.05288215996293,0.1616562247372676,38394,1.4347421517111292,2.0463460525121957,0.16134901881499641,237417,0.9996336903799515
Nicholas,2000-2025,M,359405,28,19,1.2436832970627487,2.3680233340241443,1.7309811787121114,0.2615350370751659,Nicholas,0.7384649629248341,93997,1.4835603288768937,4.973398246014477,4.9732449205860405,2.3680233340241443,0.2615350370751659,93997,1.4835603288768937,2.331456843107341,0.26020325679148615,358758,0.9981998024512736
Michael,2000-2025,M,469623,14,10,0.3635303999417187,1.286570397955262,1.095281319623214,0.04483809353460111,Michael,0.9551619064653989,21057,1.1059466848940533,3.595077113110744,3.5949114267127924,1.286570397955262,0.04483809353460116,21057,1.1059466848940533,1.2797063749834456,0.044304916684598794,469361,0.9994421056890315
Christopher,2000-2025,M,369224,17,12,0.6175905129313698,1.5343105434541964,1.189023403111351,0.08395987259766424,Christopher,0.9160401274023358,31000,1.2085590319155852,4.944878526043514,4.944615477596821,1.5343105434541964,0.08395987259766428,31000,1.2085590319155852,1.5255326055696272,0.08340131003065054,368999,0.9993906138279202
Stephanie,2000-2025,M,118,1,1,-0.0,1.0,1.0,0.0,Stephanie,1.0,0,1.0,1.0,1.0,1.0,0.0,0,1.0,1.0,0.0,118,1.0
Tyreek,2000-2025,M,5171,9,6,2.5100909726982614,5.696559981719275,5.052725573091527,0.7590408044865596,Tyreek,0.24095919551344033,3925,2.8296267646490043,7.4381770543055765,7.429905899205569,5.696559981719275,0.7590408044865596,3925,2.8296267646490043,5.189824429451308,0.753120665742025,5047,0.9760201121639915
Rashawn,2000-2025,M,4569,5,3,1.4434119513841925,2.719632944939832,2.4074693063177652,0.4451739986868024,Rashawn,0.5548260013131976,2034,1.6036331801269423,3.4967439589154865,3.4922828501054326,2.719632944939832,0.44517399868680235,2034,1.6036331801269423,2.6296901974421325,0.44187582562747685,4542,0.9940906106369009
Tyesha,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Akilah,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Myesha,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Deonte,2000-2025,M,7375,8,5,2.082339277608384,4.234933388799503,3.4625887783491818,0.5749152542372882,Deonte,0.4250847457627119,4240,2.1163389830508477,6.2218318471075715,6.215906265300195,4.234933388799503,0.5749152542372882,4240,2.1163389830508477,3.9129682423906145,0.56752655538695,7249,0.9829152542372881
Devonte,2000-2025,M,13692,19,9,2.7733977940899024,6.837162877144679,5.151804373586126,0.6618463336254747,Devonte,0.33815366637452526,9062,3.0663160969909438,10.276371195358516,10.268625443122657,6.837162877144677,0.6618463336254747,9062,3.0663160969909438,6.209361641147148,0.6553520917076076,13434,0.9811568799298861
Trevon,2000-2025,M,12194,13,8,1.5541812439672653,2.936670179083852,2.0867235060027096,0.3566508118746925,Trevon,0.6433491881253075,4349,1.7246186649171724,7.4981848784075105,7.486155641458478,2.936670179083852,0.3566508118746925,4349,1.7246186649171724,2.683496157052397,0.34575931948961725,11991,0.9833524684270953
Sherilyn,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jerilyn,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Georgeann,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Annalee,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Nisha,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jessalyn,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Lilyann,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Maylee,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Shaylee,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jaylee,2000-2025,M,122,1,1,-0.0,1.0,1.0,0.0,Jaylee,1.0,0,1.0,1.0,1.0,1.0,0.0,0,1.0,1.0,0.0,122,1.0
Kenisha,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Tanisha,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Janine,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Janelle,2000-2025,M,10,2,0,1.0,2.0,2.0,0.5,Janell,0.5,5,1.5,,2.0,2.0,0.5,5,1.5,0.0,0.0,0,0.0
Janae,2000-2025,M,10,2,0,1.0,2.0,2.0,0.5,Jenay,0.5,5,1.5,,2.0,2.0,0.5,5,1.5,0.0,0.0,0,0.0
Chanel,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Cadence,2000-2025,M,5695,12,6,2.281376624525303,4.861416104931194,3.9614359702701374,0.6402107111501316,Cadence,0.3597892888498683,3646,2.351009657594381,7.180146140828338,7.169115780530647,4.861416104931194,0.6402107111501317,3646,2.351009657594381,4.497741857112047,0.634824451969346,5611,0.9852502194907814
Maisie,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jamir,2000-2025,M,19689,21,13,2.7563671752749612,6.756926562348527,4.146785300145406,0.5654426329422519,Jamir,0.434557367057748,11133,3.1534867184722435,12.506308994997802,12.498320338475454,6.756926562348527,0.565442632942252,11133,3.1534867184722435,6.314272097412709,0.5596726879728269,19431,0.9868962364772208
Emmalyn,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Marilee,2000-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Macy,2000-2025,M,61,3,0,0.9595986573441049,1.9447688052447192,1.5575554625366261,0.21311475409836067,Macy,0.7868852459016393,13,1.3114754098360655,,2.9999630509003095,1.9447688052447192,0.21311475409836064,13,1.3114754098360655,0.0,0.0,0,0.0
Journey,2000-2025,M,2110,7,2,0.6956418365021135,1.6196048142278487,1.2794081979141403,0.1203791469194313,Journey,0.8796208530805687,254,1.185781990521327,4.0972546113762105,4.0669760858235655,1.6196048142278487,0.12037914691943127,254,1.185781990521327,1.3511050329130407,0.08930323846908739,2038,0.9658767772511848
Jacqueline,2000-2025,M,185,3,0,1.2804917227859374,2.4292175931515083,2.26161369193154,0.5135135135135135,Jaqualyn,0.4864864864864865,95,1.5783783783783785,2.9999435485913573,2.9987769689791626,2.4292175931515083,0.5135135135135135,95,1.5783783783783785,0.0,0.0,0,0.0
Kaylin,2015-2025,ALL,26998,50,34,4.609976096845554,24.419742743851117,17.203040588764416,0.8958070968219868,Kaelyn,0.10419290317801319,24185,9.758204311430477,28.229144814840122,28.2103045125127,17.03777280631857,0.8673605452255723,23417,6.88858433958071,22.145968774161563,0.8933257489571482,26370,0.9767390177050151
Shaelyn,2015-2025,ALL,2212,15,7,3.342844357493167,10.146036549028135,8.03188496199872,0.7956600361663653,Shaelyn,0.20433996383363473,1760,4.3874321880651,13.472365301438025,13.432856788869401,9.539967527557291,0.7857142857142857,1738,4.226943942133815,6.098020563736564,0.7467787114845938,1785,0.8069620253164557
Shante,2015-2025,ALL,66,4,0,1.7180373893775662,3.289885535542535,2.8847682119205293,0.5151515151515151,Chante,0.48484848484848486,34,1.8181818181818183,,3.9996209698056298,3.289885535542535,0.5151515151515151,34,1.8181818181818183,0.0,0.0,0,0.0
Charisse,2015-2025,ALL,65,3,0,1.2957378005380122,2.45502514409486,2.2533333333333334,0.46153846153846156,Cherise,0.5384615384615384,30,1.5384615384615385,,2.9996659669999604,2.45502514409486,0.46153846153846156,30,1.5384615384615385,0.0,0.0,0,0.0
Kamiyah,2015-2025,ALL,804,8,4,2.121073363702889,4.350174772203123,3.314613885755307,0.5186567164179104,Kamaiyah,0.48134328358208955,417,2.2002487562189055,7.050240222756607,6.977682394693375,4.350174772203123,0.5186567164179104,417,2.2002487562189055,3.3945927995736347,0.484,750,0.9328358208955224
Kayson,2015-2025,ALL,64316,45,25,3.844820474929592,14.368329898767833,10.544398285730347,0.813949872504509,Kayson,0.18605012749549102,52350,5.844377759810934,18.556717705932623,18.552372123627304,14.156267910577506,0.8127993034392686,52276,5.7768051495739785,13.424168751884702,0.8116421105654199,63528,0.9877479942782511
Kaliyah,2015-2025,ALL,9430,14,8,1.8266374698975483,3.5470937710550507,2.0896699105053944,0.32322375397667025,Kaliyah,0.6767762460233298,3048,2.052492046659597,9.621186852059614,9.604670893421185,3.5470937710550507,0.3232237539766702,3048,2.052492046659597,2.9906275368709982,0.29898945518453424,9104,0.9654294803817604
Daylen,2015-2025,ALL,9016,23,15,3.4617150781170793,11.01742429422168,8.253982385711014,0.8152173913043479,Daylen,0.18478260869565216,7350,4.663708961845608,15.90125537326864,15.875606754935866,7.879430043449122,0.7018633540372671,6328,3.5535714285714284,9.577848846709044,0.8083956296722254,8695,0.964396628216504
Denisha,2015-2025,ALL,182,4,1,1.2187012815089266,2.327371123035481,1.8943154523618893,0.31868131868131866,Danisha,0.6813186813186813,58,1.4230769230769231,3.989205056272353,3.9451951290752736,2.327371123035481,0.31868131868131866,58,1.4230769230769231,1.0,0.0,124,0.6813186813186813
Shani,2015-2025,ALL,96,2,0,0.5993142373098092,1.5149962653771876,1.3317919075144509,0.14583333333333337,Shawnee,0.8541666666666666,14,1.1458333333333333,,1.9999998573532327,1.5149962653771876,0.14583333333333334,14,1.1458333333333333,0.0,0.0,0,0.0
Jaylen,2015-2025,ALL,40081,39,21,3.3968798881159135,10.533258391288214,6.623007500584728,0.6909258751029166,Jaylen,0.3090741248970834,27693,4.53147376562461,16.394444183073812,16.38787147486002,7.05947836270552,0.6427733838976073,25763,3.467503305805743,9.719064000337069,0.6863479846060361,39496,0.9854045557745565
Janiece,2015-2025,ALL,283,4,2,1.3391576695005083,2.5300355725562693,2.2681034238622524,0.4946996466431095,Janiece,0.5053003533568905,140,1.579505300353357,3.887266812836232,3.8255359626535532,2.5300355725562693,0.49469964664310956,140,1.579505300353357,1.9930595659329766,0.45833333333333337,264,0.9328621908127208
Makiyah,2015-2025,ALL,616,7,3,2.4780029754899857,5.5712574131180395,4.918418664938431,0.7305194805194806,Makaia,0.2694805194805195,450,2.7386363636363638,6.917503868406207,6.897460132093845,4.652841581759991,0.6737012987012987,415,2.4383116883116887,2.9884909130277277,0.6343612334801763,454,0.737012987012987
Keshawn,2015-2025,ALL,1857,12,5,2.5755675303890584,5.961054363334725,4.513564453240037,0.6295099623047926,Keshawn,0.37049003769520733,1169,2.744749596122779,9.066720825599685,9.025200021418257,5.961054363334725,0.6295099623047927,1169,2.744749596122779,4.142505542643485,0.5799755799755799,1638,0.8820678513731826
Kian,2015-2025,ALL,9186,4,3,0.7613646334246653,1.6950932414701938,1.4343376742442286,0.18212497278467232,Kian,0.8178750272153277,1673,1.1972566949706074,2.812037715166968,2.8098855309598503,1.6939786207424907,0.18212497278467232,1673,1.1972566949706074,1.6877351242231635,0.18167955560396476,9181,0.999455693446549
Kiana,2015-2025,ALL,6545,18,7,2.2572640479784614,4.780839748306753,2.7752248629216454,0.4403361344537815,Kiana,0.5596638655462185,2882,2.581359816653934,11.887865582610985,11.857997026983446,4.780839748306753,0.4403361344537815,2882,2.581359816653934,3.352261732697369,0.39213408562894125,6026,0.9207028265851795
Caitlin,2015-2025,ALL,22975,28,13,2.7639807333820317,6.792679257441515,4.632189251661038,0.6519695321001089,Kaitlyn,0.34803046789989117,14979,3.103895538628944,11.695851424328303,11.688067283031641,6.792679257441515,0.6519695321001088,14979,3.1038955386289437,6.195731785646237,0.6461007347083296,22594,0.9834167573449402
Michaela,2015-2025,ALL,37415,46,20,3.0533064317795704,8.301122482994181,5.268772972630189,0.6589068555392222,Makayla,0.34109314446077776,24653,3.9288253374315114,14.629107976782233,14.620238406209628,8.301122482994181,0.6589068555392222,24653,3.9288253374315114,7.142454410337111,0.6493474378348674,36395,0.9727382066016304
Kaylee,2015-2025,ALL,60652,59,34,3.301269265852479,9.857824288745727,4.281939142939687,0.5457528193629229,Kaylee,0.4542471806370771,33101,5.263964914594737,20.36715867113528,20.35972545102265,9.764753429683873,0.5439556815933523,32992,5.2231253709688055,9.152767116165315,0.5401729087389011,59916,0.9878651981797797
Carly,2015-2025,ALL,23761,18,13,3.454743440746994,10.964312446340564,8.779905724716265,0.7584276756028787,Carly,0.24157232439712134,18021,4.949791675434535,13.212641077449838,13.210131303835952,10.964312446340564,0.7584276756028787,18021,4.949791675434535,10.515997394012846,0.7561907998131079,23543,0.9908253019654055
Hailey,2015-2025,ALL,59676,23,12,2.0908287335453015,4.259927075428092,2.515471966073153,0.39206716267846375,Hailey,0.6079328373215362,23397,2.2718680876734365,9.672495189160319,9.670437512656191,4.259227686788847,0.3920671626784637,23397,2.2718680876734365,4.097868968713932,0.388429055477824,59321,0.994051209866613
Christy,2015-2025,ALL,1960,9,6,2.593523579894644,6.035710376817009,5.073817064698563,0.6790816326530612,Christy,0.3209183673469388,1331,2.8520408163265305,7.756025052365666,7.738721677870704,6.014686985347425,0.6790816326530612,1331,2.8520408163265305,5.228052470120693,0.6629153269024652,1866,0.9520408163265306
Taylin,2015-2025,ALL,8266,13,9,3.0474449345923618,8.26746443701659,7.048087714433783,0.7882893781756594,Taylen,0.21171062182434067,6516,3.7251391241229133,10.344158409561128,10.33717545047413,6.511548934083844,0.7198161142027583,5950,3.1936849745947256,7.672118781698939,0.7844827586206897,8120,0.9823372852649407
Cambrie,2015-2025,ALL,5258,12,8,3.037672892289452,8.211654295192417,7.02201656741491,0.7683529859262077,Cambrie,0.23164701407379232,4040,3.700456447318372,10.418321916943004,10.404484971428552,8.211654295192417,0.7683529859262077,4040,3.700456447318372,7.134961208336815,0.7588596317560878,5051,0.9606314187904146
Maylin,2015-2025,ALL,6008,10,7,2.35972784905955,5.132735256369644,4.126114200890286,0.6539613848202397,Maelynn,0.3460386151797603,3929,2.4607190412782955,8.103657312836958,8.091755452834033,4.9403937195063365,0.6476364846870839,3891,2.4056258322237016,4.714873235635163,0.6469689251146205,5889,0.9801930758988016
Braylen,2015-2025,ALL,31184,21,14,2.937070899482028,7.658548026283642,5.911453352750077,0.7792778347870704,Braelynn,0.2207221652129297,24301,3.481977937403797,12.004099153704239,11.998211120792286,4.82635031635719,0.5773473576192919,18004,2.477328116983068,7.10457277497728,0.7759877628067435,30726,0.9853129810159056
Raylee,2015-2025,ALL,7993,18,9,2.8028754096274344,6.978298977973773,4.904606671006149,0.6750907043663206,Raylee,0.3249092956336795,5396,3.2195671212310772,12.63666561558108,12.610625330659806,6.885333063141155,0.665832603528087,5322,3.210309020392844,5.378344721003663,0.6533173141102657,7491,0.9371950456649568
Chantel,2015-2025,ALL,802,7,3,2.174404555557345,4.513994171012055,3.8568790175573247,0.6546134663341645,Chantel,0.34538653366583544,525,2.273067331670823,6.382064911998641,6.342255591892163,4.513994171012055,0.6546134663341646,525,2.273067331670823,2.9352950189177105,0.593841642228739,682,0.8503740648379052
Jaycee,2015-2025,ALL,9434,14,10,2.712393658402542,6.55408170669598,4.288290911866241,0.5680517277930888,Jaycee,0.4319482722069112,5359,3.0835276658893362,10.656136391916698,10.648249382598564,6.257359559993147,0.5680517277930889,5359,3.0336018655925376,6.210524474739101,0.5632368703108253,9330,0.9889760440958236
Lakeisha,2015-2025,ALL,69,2,0,0.4262286569981449,1.3437163784226889,1.1887640449438204,0.08695652173913049,Lakeisha,0.9130434782608695,6,1.0869565217391304,,1.9998880186054517,1.3437163784226889,0.08695652173913043,6,1.0869565217391304,0.0,0.0,0,0.0
Deshawn,2015-2025,ALL,4841,14,8,2.7239104262008977,6.60661111662815,4.836287591702115,0.632927081181574,Deshawn,0.36707291881842596,3064,2.9855401776492463,10.150269588038952,10.132758134035043,6.60661111662815,0.632927081181574,3064,2.9855401776492463,5.737294633327831,0.619241482751232,4667,0.9640570130138402
Jerrell,2015-2025,ALL,1553,12,6,2.9271584031468785,7.606107889498637,6.163564621608429,0.7662588538312942,Jarell,0.23374114616870573,1190,3.404378622021893,10.677304965540621,10.624253024595996,7.606107889498639,0.7662588538312942,1190,3.404378622021893,5.381590967046199,0.7369565217391305,1380,0.8886027044430135
Annalise,2015-2025,ALL,14595,20,10,2.220765134085483,4.66140586952152,2.8024447576163958,0.43412127440904424,Annalise,0.5658787255909558,6336,2.4061664953751283,10.243052866661357,10.231209244601335,4.66140586952152,0.4341212744090442,6336,2.4061664953751283,4.08587981817245,0.4194840795670205,14227,0.9747858855772524
Aaliyah,2015-2025,ALL,81297,39,23,2.519051259444203,5.732050259564543,3.3299216002486616,0.508604253539491,Aaliyah,0.491395746460509,41348,2.973406152748564,12.491023821990575,12.487799005337552,5.7310849644072,0.508604253539491,41348,2.973406152748564,5.362396553182712,0.5034553906580157,80454,0.9896306136757814
Riley,2015-2025,ALL,144141,41,19,2.0830915080755004,4.237142086052522,2.827424974789072,0.4613954391880173,Riley,0.5386045608119827,66506,2.212798579169008,8.907545195037448,8.90628678002967,4.022202538064786,0.4613954391880173,66506,2.1858458037615947,4.098272130652203,0.45907624561916904,143523,0.9957125314795929
Jayden,2015-2025,ALL,122158,43,19,1.7001351213117293,3.2493138985221885,1.9215698500523997,0.2939226247973935,Jayden,0.7060773752026065,35905,2.056623389380966,9.525222560292171,9.523358982169094,3.1500371846911257,0.29392262479739356,35905,1.9849129815484863,3.0796323949335584,0.2889458628393362,121303,0.9930008677286792
Kayden,2015-2025,ALL,140296,71,30,3.041987496767476,8.236249287046256,5.792436135868965,0.7061569823801106,Kayden,0.2938430176198894,99071,3.8979942407481327,12.848978730386499,12.847020813827134,8.12403751866963,0.7061569823801106,99071,3.868763186405885,7.713837309599418,0.7033575108654981,138972,0.9905628100587329
Mackenzie,2015-2025,ALL,53360,24,13,1.8281120230681982,3.55072104644454,2.7464773899389896,0.48442653673163416,Mackenzie,0.5155734632683658,25849,1.971926536731634,6.829074523291439,6.826233186303994,3.5380284591811404,0.48442653673163416,25849,1.971926536731634,3.388545248276152,0.48089514500820796,52997,0.9931971514242879
Brittany,2015-2025,ALL,6941,11,4,1.7359928441840993,3.331086561179898,2.4082894377389885,0.4062815156317533,Brittany,0.5937184843682467,2820,1.7771214522403112,6.710738121926116,6.697560658794999,3.331086561179898,0.40628151563175335,2820,1.7771214522403112,2.7519369051313736,0.3820662768031189,6669,0.9608125630312635
Sherry,2015-2025,ALL,729,4,2,1.5264278713050796,2.880716866988745,2.267636403978512,0.3758573388203018,Sherry,0.6241426611796982,274,1.6611796982167353,3.9999391353780025,3.999874664879741,2.880716866988745,0.37585733882030176,274,1.6611796982167353,1.6955931434501803,0.22089041095890416,584,0.8010973936899863
Kira,2015-2025,ALL,21970,12,7,1.8600959184548955,3.630317977137977,2.9732201010099573,0.5952207555757851,Kira,0.4047792444242148,13077,1.967319071461083,6.538494584684747,6.53366229537388,3.6303179771379765,0.5952207555757851,13077,1.9673190714610829,3.3919597085374193,0.5902787376180604,21705,0.987938097405553
Katherine,2015-2025,ALL,48080,15,8,1.7165685932674601,3.2865378342072598,2.6160033193347227,0.47167221297836937,Katherine,0.5283277870216306,22678,1.7870216306156406,6.0475982636286725,6.045438204135211,3.2861452847025965,0.47167221297836937,22678,1.7870216306156406,3.152733401183278,0.4682547989365934,47771,0.9935732113144758
Kristen,2015-2025,ALL,3676,12,5,2.105687610475682,4.30402843869538,2.7829672954938625,0.4382480957562568,Kristen,0.5617519042437432,1611,2.186071817192601,8.784067584664,8.757944034819957,3.88772987347504,0.41539717083786726,1527,2.0530467899891187,3.192622574141241,0.3931824860417279,3403,0.925734494015234
Carrie,2015-2025,ALL,4679,12,7,2.6144836114836028,6.124039598675108,4.658903686023719,0.6437272921564436,Kari,0.3562727078435563,3012,2.8087198119256254,9.28248786318813,9.2680477032303,4.583671252976017,0.5949989313955973,2784,2.3261380636888225,5.258005054135555,0.6287305122494432,4490,0.9596067535798247
Megan,2015-2025,ALL,8916,6,4,1.269975305254887,2.411574375885482,1.9881295034559092,0.35733512786002697,Megan,0.642664872139973,3186,1.4608568864961866,4.638200584009692,4.631836996810092,2.411574375885482,0.3573351278600269,3186,1.4608568864961866,2.250021184379293,0.34856753069577084,8796,0.9865410497981157
Jocelyn,2015-2025,ALL,25377,20,15,2.2226650760757183,4.667548702709671,2.5928789510014414,0.399653229302124,Jocelyn,0.600346770697876,10142,2.5169641801631397,11.300093083995538,11.29310164220017,4.666985555683582,0.399653229302124,10142,2.5169641801631397,4.532494061325311,0.3968486480066511,25259,0.9953501201875714
Madelyn,2015-2025,ALL,74085,21,16,2.2203931925930838,4.6602042664563985,2.8936868440706727,0.4461901869474253,Madelyn,0.5538098130525747,33056,2.3751771613686983,9.300861021713,9.299027790908342,4.65957228981728,0.44619018694742524,33056,2.3751771613686983,4.526316037748973,0.4436519451638711,73747,0.9954376729432409
Adalyn,2015-2025,ALL,92333,22,18,3.0205330828119124,8.11467369569587,5.909289750611773,0.7234358246780674,Adalynn,0.27656417532193256,66797,3.537803385571789,12.878093186774192,12.876130575001767,8.11355574352985,0.7233816728580248,66792,3.5375867782916184,7.936492677968007,0.7223895200304398,91985,0.99623103332503
Crystal,2015-2025,ALL,6530,9,7,1.8164733875724712,3.522191591740876,2.494808345542853,0.42343032159264926,Crystal,0.5765696784073507,2765,1.8741194486983155,7.355304987269296,7.344950212965424,3.5221915917408757,0.4234303215926493,2765,1.8741194486983155,3.3525441823098316,0.4174531951106297,6463,0.989739663093415
Kelsey,2015-2025,ALL,10854,13,8,1.908954751197992,3.7553692037163096,2.3066355442990543,0.3649345863276211,Kelsey,0.6350654136723789,3961,2.0512253547079418,9.105742107973294,9.093553034470052,3.7290540718051077,0.36493458632762116,3961,2.0472636815920398,3.292202588947838,0.34731559511409904,10561,0.9730053436521098
Casey,2015-2025,ALL,22613,17,10,2.305924062767628,4.944840761785148,3.3695832641890866,0.5095741387697342,Casey,0.49042586123026577,11523,2.4041480564277187,8.992845717648235,8.987480492153082,4.237410087971634,0.5095741387697342,11523,2.382965550789369,4.662951810294176,0.5041580971116875,22366,0.9890770795560077
Aidan,2015-2025,ALL,169020,36,25,2.0240151615329918,4.067141435239632,2.504109016762522,0.4094308365873861,Aiden,0.5905691634126139,69202,2.280629511300438,10.097700955227742,10.096328027239222,4.051197719521631,0.4092415098804875,69170,2.2756005206484438,3.9795211432904645,0.4077699856419019,168546,0.9971955981540646
Muhammad,2015-2025,ALL,30773,8,8,2.2176353263359347,4.651304295666049,3.897439082641412,0.6049133981087317,Muhammad,0.3950866018912683,18615,2.3361063269749454,6.643816221673538,6.642282474373185,4.651304295666049,0.6049133981087317,18615,2.3361063269749454,4.651304295666049,0.6049133981087317,30773,1.0
Alistair,2015-2025,ALL,5531,8,6,2.2114130104893452,4.631286509269528,3.4467046196739353,0.5304646537696619,Alistair,0.4695353462303381,2934,2.2715602965105766,7.44683950408165,7.4384922209501045,4.624601349505089,0.5295606581088411,2929,2.270656300849756,4.145667602821029,0.516297262059974,5369,0.9707105405894052
Kane,2015-2025,ALL,17598,10,8,2.0769789390251745,4.219227674037898,2.8909702623528304,0.45311967269007847,Kane,0.5468803273099215,7974,2.1464939197636097,7.436082306995962,7.433346227645453,4.217490832004682,0.4531196726900784,7974,2.1464939197636097,4.1796977160004,0.4523416605019064,17573,0.9985793840209115
Reese,2015-2025,ALL,40119,7,5,1.4427101501774824,2.7183102970669824,2.323081771096406,0.40828535108053543,Reese,0.5917146489194646,16380,1.6195069667738478,3.6746827898377967,3.673982361387404,2.0935931016350837,0.31710660784167105,12722,1.4558687903487126,2.7045412585574913,0.40790162871324176,40093,0.9993519280141578
Shay,2015-2025,ALL,8631,5,4,1.6360769162155424,3.108194781817228,2.803227998833916,0.5746726914610126,Shea,0.42532730853898737,4960,1.7938825165102537,4.0416737613430875,4.040525940533188,3.0629231783973117,0.5673734213880199,4897,1.786583246437261,3.0906279143194046,0.5743274582560297,8624,0.9991889699918897
Blaze,2015-2025,ALL,7832,7,4,1.7150930552856087,3.2831781967184477,2.8071096221270824,0.5462206332992849,Blaze,0.453779366700715,4278,1.820097037793667,4.642194798710006,4.638684099671644,3.2505762757449252,0.5218335035750766,4087,1.7957099080694587,3.14731982292406,0.5428350913300746,7774,0.9925944841675178
Darryl,2015-2025,ALL,5421,7,6,2.2546061088140954,4.772039910130593,4.22527153764432,0.6686958125807047,Darrell,0.33130418741929535,3625,2.4063825862387014,6.040894167453561,6.0385421566148665,4.748870736085428,0.6655598598044641,3608,2.4001106806862205,4.743816752285871,0.6683899556868538,5416,0.9990776609481645
Tory,2015-2025,ALL,4782,8,7,1.7373197120472932,3.3341516197920127,2.1612584933329253,0.34044332915098285,Tori,0.6595566708490171,1628,1.8682559598494355,7.361984445698969,7.3518296664245915,2.62270160342906,0.2850271852781263,1363,1.6532831451275616,3.2006774400267024,0.3344587465710065,4739,0.9910079464659138
Jeri,2015-2025,ALL,4893,5,4,0.526888165085646,1.4408180550947711,1.170424860509591,0.0766400980993256,Jerry,0.9233599019006744,375,1.1567545473124872,4.057375463051343,4.048286735469841,1.1837390860442178,0.05211526670754139,255,1.0582464745554871,1.4080107981444203,0.07323076923076921,4875,0.9963212752912324
Terri,2015-2025,ALL,3536,4,2,0.6869068989675591,1.6098283852886817,1.3102974597200223,0.13291855203619907,Terry,0.8670814479638009,470,1.1677036199095023,3.3476139247103136,3.3398916742038693,1.1707034324485124,0.05656108597285068,200,1.0913461538461537,1.4049365681265058,0.10690358287212354,3433,0.9708710407239819
Shawn,2015-2025,ALL,21749,3,3,1.30997959131658,2.4793803257669382,2.242278111779786,0.43413490275414957,Sean,0.5658650972458504,9442,1.5256333624534462,2.999933537012808,2.999931990936265,2.4726898991759767,0.4299967814612166,9352,1.5214952411605132,2.4793803257669382,0.43413490275414957,21749,1.0
Lindsey,2015-2025,ALL,5695,21,4,1.9688653405727117,3.9146012003491912,2.6643527651931778,0.4802458296751536,Lindsey,0.5197541703248464,2735,2.162774363476734,9.630065830379843,9.595610028445046,3.9017304665121793,0.48024582967515367,2735,2.162774363476734,2.5698836488490064,0.43087867717746586,5201,0.9132572431957858
Bailey,2015-2025,ALL,36383,14,12,1.7904836323840287,3.4593083893754177,2.2551685547412528,0.36066294698073276,Bailey,0.6393370530192672,13122,1.8876673171536158,7.835589362635218,7.832346246875112,3.4175157016904887,0.36066294698073276,13122,1.8876673171536158,3.42535542145928,0.3597478737166607,36331,0.9985707610697304
Jamie,2015-2025,ALL,17577,10,8,1.6572900723003179,3.154234831750503,2.4365534393948174,0.47277692438982766,Jamie,0.5272230756101723,8310,1.7885873584798315,6.963005645518519,6.957471947863902,2.714322958668071,0.38436593275302955,6756,1.672811059907834,3.0932606901836786,0.4710314515668702,17519,0.9967002332593731
Lori,2015-2025,ALL,2389,8,3,1.572574987818518,2.9743511638476456,2.174461891907853,0.3696107157806614,Lori,0.6303892842193386,883,1.6622017580577646,6.408267410703377,6.37993626566006,2.9743511638476456,0.36961071578066135,883,1.6622017580577646,2.1600779702900663,0.31638674534725375,2203,0.9221431561322729
Nikki,2015-2025,ALL,1358,7,3,1.6263252662841352,3.0872563164657985,2.3400245655351637,0.39101620029455086,Nikki,0.6089837997054491,531,1.6966126656848306,5.4463535233150955,5.407515212938794,2.4949219037325125,0.28276877761413843,384,1.5154639175257731,2.4286962874375595,0.3498427672955975,1272,0.9366715758468336
Vicki,2015-2025,ALL,747,3,1,1.0301182824850916,2.0421916780693024,1.6429667142667863,0.23828647925033464,Vicky,0.7617135207496654,178,1.3520749665327978,2.9999971936355605,2.9999926463979847,2.0421916780693024,0.23828647925033467,178,1.3520749665327978,1.0,0.0,569,0.7617135207496654
Cory,2015-2025,ALL,18418,13,11,2.6617310246069086,6.327918525308825,4.725984856016467,0.6586491475730264,Corey,0.3413508524269736,12131,2.8748506895428387,9.969955990447614,9.965265336263618,4.073036886449679,0.4451080464762732,8198,2.1237919426647847,6.172651020423464,0.6569916525724262,18329,0.9951677706591378
Cody,2015-2025,ALL,21048,10,7,1.6696238766583928,3.181316429598439,2.176490182484431,0.3492493348536678,Cody,0.6507506651463322,7351,1.761735081717978,6.724456023344545,6.72115671376751,2.6031270844679373,0.28724819460281265,6046,1.5879418472063853,3.069248183921903,0.34517378209112204,20917,0.9937761307487647
Sydney,2015-2025,ALL,22251,9,5,1.0405636049739895,2.0570310985991465,1.575370138416758,0.2221023774212395,Sydney,0.7778976225787605,4942,1.3265021796773178,4.726134433541849,4.723178736838244,1.8235640272599374,0.15877938070199094,3533,1.2631791829580692,1.9940075679672535,0.2185553047404063,22150,0.9954608781627792
Annabel,2015-2025,ALL,24806,6,6,1.2695962916972598,2.41094090914006,1.6937135674987718,0.24336853986938645,Annabelle,0.7566314601306136,6037,1.488752721115859,5.3689189185566555,5.367626521306161,2.41094090914006,0.24336853986938645,6037,1.488752721115859,2.41094090914006,0.24336853986938645,24806,1.0
Isabel,2015-2025,ALL,53602,12,9,1.6264709108706832,3.087568000400512,2.4405992286815468,0.5009514570351852,Isabelle,0.49904854296481477,26852,1.7912951009290699,6.651347355981952,6.649641618947374,3.086772392451459,0.500671616730719,26837,1.7910152606246035,3.0614336446054264,0.5003922154570244,53542,0.998880638782135
Eleanor,2015-2025,ALL,75426,13,12,0.6760967033545633,1.5978109300284091,1.1910541283915996,0.08430779837191416,Eleanor,0.9156922016280858,6359,1.3170259592183067,6.07309383068303,6.071089715353113,1.5977288134380132,0.0843077983719142,6359,1.3170259592183067,1.584273425776852,0.08323820648278424,75338,0.9988332935592501
Rachel,2015-2025,ALL,17556,6,4,0.5196168354136291,1.4335744551957794,1.178989918000194,0.0807701070858966,Rachel,0.9192298929141034,1418,1.124857598541809,3.675042824014401,3.6721286971702,1.4335400650311227,0.08077010708589656,1418,1.124857598541809,1.3864052822372264,0.07587470652236161,17463,0.9947026657552973
Sofia,2015-2025,ALL,239718,6,4,0.9851476614581316,1.9795159081392575,1.880813628504977,0.36878332040147177,Sophia,0.6312166795985282,88404,1.3746860894884823,2.3428204560176966,2.3427559721721285,1.979504847532122,0.3687833204014717,88404,1.3746860894884823,1.968311512207225,0.3683511859538977,239554,0.9993158628054631
Lee,2015-2025,ALL,4800,2,2,0.5263591959710923,1.4402898710197092,1.2652053910489578,0.11895833333333339,Lee,0.8810416666666666,571,1.1189583333333333,1.9999972567419884,1.9999968403078068,1.166879072045155,0.06375,306,1.06375,1.4402898710197092,0.11895833333333339,4800,1.0
Zachary,2015-2025,ALL,37752,16,7,0.8202650273010985,1.7657303326188516,1.288703999252783,0.1215564738292011,Zachary,0.8784435261707989,4589,1.3013615172706081,5.648817659244238,5.646062305376525,1.7655484107712514,0.12155647382920111,4589,1.3013615172706081,1.6705882701489556,0.11475628637018842,37462,0.9923182877728333
Nicholas,2015-2025,ALL,77423,12,4,1.377421847725358,2.598036767010919,2.129926697693191,0.3810237267995299,Nicholas,0.6189762732004701,29500,1.5156219727987807,4.234090876179942,4.233800056665874,2.5976346846520157,0.38102372679952984,29500,1.5156219727987807,2.5396009116312928,0.3791472878259856,77189,0.9969776423026749
Michael,2015-2025,ALL,122543,12,9,0.3864842829494455,1.307203981650386,1.1026797199411906,0.048032119337701906,Michael,0.9519678806622981,5886,1.1150779726300155,3.804982921597557,3.804337901071088,1.3055118391714295,0.048032119337701865,5886,1.1141966493394155,1.2968591450525746,0.047114559934653855,122425,0.999037072701011
Christopher,2015-2025,ALL,81478,13,8,0.6249392063556799,1.5421458396428591,1.1959371266135312,0.08672279633766167,Christopher,0.9132772036623383,7066,1.2037114313066104,4.906877950805868,4.9057542764907085,1.542017008582384,0.0867227963376617,7066,1.2037114313066104,1.5198890978925252,0.08509461104348792,81333,0.9982203785070817
Stephanie,2015-2025,ALL,12130,10,5,1.154908582243112,2.2267021348675113,1.5059391277859773,0.19060181368507834,Stephanie,0.8093981863149217,2312,1.471558120362737,6.498168496369768,6.49075700127213,2.2267021348675113,0.1906018136850783,2312,1.471558120362737,1.9653020904371419,0.1719659273003289,11857,0.9774938169826876
Tyreek,2015-2025,ALL,1240,6,4,2.2340599709863644,4.704560559660436,4.177988392061388,0.6806451612903226,Tyriq,0.3193548387096774,844,2.3983870967741936,5.957036033877226,5.949690880429884,4.704560559660436,0.6806451612903226,844,2.3983870967741936,3.799694698204907,0.6556521739130434,1150,0.9274193548387096
Rashawn,2015-2025,ALL,1006,3,3,1.3562948897499265,2.560268098124593,2.2739622607593684,0.4125248508946322,Rashawn,0.5874751491053678,415,1.5497017892644136,2.99999983168382,2.999999609002071,2.560268098124593,0.4125248508946322,415,1.5497017892644136,2.560268098124593,0.4125248508946322,1006,1.0
Tyesha,2015-2025,ALL,5,1,0,-0.0,1.0,1.0,0.0,Tyesha,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Akilah,2015-2025,ALL,745,4,3,1.729215438532876,3.3154746828491666,3.072666677738841,0.5973154362416108,Akeelah,0.40268456375838924,445,1.897986577181208,3.991073686268542,3.98760273994354,3.3154746828491666,0.5973154362416108,445,1.8979865771812077,2.907295375537228,0.5792426367461431,713,0.9570469798657718
Myesha,2015-2025,ALL,38,2,0,0.5617526078313282,1.4760612701972664,1.2962298025134649,0.13157894736842102,Myesha,0.868421052631579,5,1.131578947368421,,1.9999992534922408,1.4760612701972664,0.13157894736842105,5,1.131578947368421,0.0,0.0,0,0.0
Deonte,2015-2025,ALL,1860,5,5,1.9798160344408975,3.9444278113684006,3.3924498477143423,0.5844086021505377,Deonte,0.41559139784946236,1087,2.060752688172043,4.996517661450986,4.995914927153191,3.9444278113684006,0.5844086021505376,1087,2.060752688172043,3.9444278113684006,0.5844086021505377,1860,1.0
Devonte,2015-2025,ALL,3716,12,7,2.6260592834083214,6.173374372109512,4.87977343773743,0.6555435952637244,Devonte,0.3444564047362756,2436,2.833692142088267,8.865104182452992,8.847838175313845,6.173374372109512,0.6555435952637244,2436,2.833692142088267,5.455478675170786,0.6442468037798776,3598,0.9682454251883746
Trevon,2015-2025,ALL,1765,8,2,1.2844983048053857,2.4359732737242097,1.986612537776392,0.35694050991501414,Trevon,0.6430594900849859,630,1.478186968838527,4.903041762934376,4.858789288531438,2.4359732737242092,0.35694050991501414,630,1.478186968838527,1.8664197900878956,0.3162650602409639,1660,0.9405099150141643
Sherilyn,2015-2025,ALL,87,3,0,1.038310844911466,2.053821562780999,1.653703299104217,0.24137931034482762,Sherilyn,0.7586206896551724,21,1.3563218390804597,,2.9999936737353274,2.053821562780999,0.2413793103448276,21,1.3563218390804597,0.0,0.0,0,0.0
Jerilyn,2015-2025,ALL,273,7,0,2.352619280664652,5.107507015738478,4.284507042253521,0.6666666666666667,Jerelyn,0.3333333333333333,182,2.5128205128205128,6.921562384226758,6.851021590235278,5.107507015738478,0.6666666666666666,182,2.5128205128205128,0.0,0.0,0,0.0
Georgeann,2015-2025,ALL,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Annalee,2015-2025,ALL,6941,11,8,2.57787102309702,5.970579739638244,4.576875821574591,0.6241175623109062,Annalee,0.3758824376890938,4332,2.808673101858522,8.46267562783348,8.457557873141408,5.970579739638244,0.6241175623109062,4332,2.808673101858522,5.781475635341101,0.6216647331786542,6896,0.9935167843250252
Nisha,2015-2025,ALL,260,3,1,1.064196751542558,2.0910053476270103,1.9045472474220995,0.35769230769230764,Nisha,0.6423076923076924,93,1.3807692307692307,2.9476491116394614,2.9031639948374774,2.0910053476270103,0.3576923076923077,93,1.3807692307692307,1.0,0.0,167,0.6423076923076924
Jessalyn,2015-2025,ALL,1064,6,2,1.675561175868943,3.194435867379412,2.413027538579589,0.4144736842105263,Jessalyn,0.5855263157894737,441,1.7349624060150375,5.743664581228649,5.720170145426405,3.194435867379412,0.4144736842105263,441,1.7349624060150375,1.8432466479300937,0.3007856341189674,891,0.8374060150375939
Lilyann,2015-2025,ALL,3266,7,4,2.0341981050425235,4.095950002372204,3.609157257559712,0.6120636864666258,Lilyann,0.38793631353337416,1999,2.1289038579301898,5.291557727984726,5.284529276242252,4.095950002372204,0.6120636864666258,1999,2.1289038579301898,3.64549087947696,0.5987967067764408,3158,0.9669320269442744
Maylee,2015-2025,ALL,7353,22,15,3.345288089568258,10.163237138986519,6.169770859715123,0.6511627906976745,Maylee,0.3488372093023256,4788,4.5718754249966,15.878143010470993,15.856793988170496,10.163237138986519,0.6511627906976745,4788,4.5718754249966,9.287784918494113,0.6435519733185102,7196,0.9786481708146335
Shaylee,2015-2025,ALL,1821,19,3,2.5390343539397473,5.811998593903834,2.923484298808845,0.43327841845140036,Shaylee,0.5667215815485996,789,3.2081274025260846,14.166656011995384,14.05245644959498,5.811998593903834,0.4332784184514003,789,3.2081274025260846,1.9786615253877353,0.22406015037593985,1330,0.7303679297089511
Jaylee,2015-2025,ALL,6366,25,12,3.0645847789733165,8.366271281253532,3.9895063445682664,0.5238768457430097,Jaylee,0.47612315425699026,3335,4.3257932767829095,17.42722327567055,17.38336449109389,8.326190211945786,0.5238768457430097,3335,4.3257932767829095,5.881862872617315,0.4792096219931271,5820,0.9142318567389256
Kenisha,2015-2025,ALL,165,2,1,0.8366407419411672,1.7858869300686604,1.6423357664233578,0.2666666666666667,Kenisha,0.7333333333333333,44,1.2666666666666666,2.0,1.9999999999999662,1.7858869300686602,0.26666666666666666,44,1.2666666666666666,1.0,0.0,121,0.7333333333333333
Tanisha,2015-2025,ALL,340,1,1,-0.0,1.0,1.0,0.0,Tanisha,1.0,0,1.0,1.0,1.0,1.0,0.0,0,1.0,1.0,0.0,340,1.0
Janine,2015-2025,ALL,689,6,2,1.923966047221433,3.794647955231037,2.930032897376233,0.4920174165457184,Janine,0.5079825834542816,339,1.9666182873730045,5.96616462777437,5.9530393432415485,3.7946479552310373,0.49201741654571846,339,1.9666182873730043,1.8931715224885213,0.3358633776091081,527,0.7648766328011611
Janelle,2015-2025,ALL,7127,18,5,1.4384318833022889,2.710261173785495,1.6612420626049944,0.23081240353584953,Janelle,0.7691875964641505,1645,1.740564052195875,8.390766311464002,8.370282744787568,2.710261173785495,0.2308124035358496,1645,1.7405640521958747,2.0872217657537178,0.19180303700427537,6783,0.9517328469201628
Janae,2015-2025,ALL,2890,13,4,1.5721204103592228,2.973414125896139,1.842596653538617,0.27439446366782005,Janae,0.72560553633218,793,1.7802768166089966,8.196190143261832,8.153968070646398,2.9357985677153624,0.2726643598615917,788,1.759515570934256,2.1230819334275868,0.2187034277198212,2684,0.928719723183391
Chanel,2015-2025,ALL,5039,10,6,1.599903083449023,3.031229495961382,1.9441629869007708,0.2958920420718396,Chanel,0.7041079579281604,1491,1.7876562810081364,6.9645790799370575,6.954073095048044,3.031229495961382,0.29589204207183967,1491,1.7876562810081364,2.830734066220757,0.2871207554751859,4977,0.9876959714229013
Cadence,2015-2025,ALL,20937,25,13,2.623444507175646,6.162195728746697,4.520366942971371,0.6827625734345895,Cadence,0.31723742656541054,14295,2.868510292783111,10.773480295006678,10.764692321126859,6.042831725257101,0.6827625734345895,14295,2.8442947891292927,5.732745801041692,0.678835646245346,20681,0.9877728423365334
Maisie,2015-2025,ALL,19825,18,13,2.608955495339984,6.100618416539663,3.8120732356464004,0.5341740226986129,Maisie,0.46582597730138714,10590,2.8931651954602775,11.140066503671532,11.134003560321592,6.100618416539663,0.5341740226986129,10590,2.8931651954602775,5.982547103279246,0.5327126448413703,19763,0.9968726355611601
Jamir,2015-2025,ALL,9891,19,11,2.4454247282321337,5.446859781013631,3.278759806053172,0.5025781013042159,Jamir,0.49742189869578407,4971,2.7441108078050753,11.80144065188278,11.785159582807788,5.446859781013631,0.502578101304216,4971,2.7441108078050753,4.85795372846543,0.49047224523612265,9656,0.9762410271964412
Emmalyn,2015-2025,ALL,12265,19,13,2.789945719369924,6.916037633346997,4.445077665227556,0.6060334284549531,Emmalyn,0.3939665715450469,7433,3.1949449653485527,12.472643145764232,12.460896812454619,6.916037633346997,0.6060334284549531,7433,3.1949449653485527,6.544176120293422,0.601550259750969,12127,0.988748471259682
Marilee,2015-2025,ALL,393,7,3,2.0771247035363043,4.2196539905581645,3.570167125124246,0.6259541984732824,Marilee,0.37404580152671757,246,2.2111959287531806,6.721343576192234,6.6162365776529,4.2196539905581645,0.6259541984732825,246,2.2111959287531806,2.9550134031785666,0.5835694050991501,353,0.8982188295165394
Macy,2015-2025,ALL,24405,13,8,2.2849442578096224,4.873452752827125,3.9815818256430715,0.6726900225363655,Maci,0.3273099774636345,16417,2.40180290923991,7.8460136244837315,7.8423285558508375,4.873452752827125,0.6726900225363655,16417,2.40180290923991,4.6592874916457765,0.6701626889090759,24218,0.9923376357303831
Journey,2015-2025,ALL,39736,20,13,2.381592564016426,5.21111670198235,3.732945718757623,0.6290014093013891,Journee,0.37099859069861085,24994,2.5262230722770282,9.41818036363188,9.41486227265058,5.103250903463313,0.6041624723172941,24007,2.5013338031004633,4.970807091550563,0.6260463700471818,39422,0.9920978457821623
Jacqueline,2015-2025,ALL,15174,24,13,2.3982969595116166,5.2718048258998165,2.851918958283505,0.42922103598260186,Jacqueline,0.5707789640173981,6513,2.80479768024252,12.078339417115282,12.066726204557208,5.2718048258998165,0.4292210359826018,6513,2.8047976802425194,4.933820523289056,0.4230231163813204,15011,0.9892579412152366
Kaylin,2015-2025,F,21148,43,22,4.047756133014316,16.53849594721267,12.000109258281695,0.8675997730281824,Kaelyn,0.13240022697181766,18348,6.684556459239644,21.114085195281124,21.09703851776133,16.53849594721267,0.8675997730281824,18348,6.684556459239644,14.00778504616941,0.8624078624078624,20350,0.962265935313032
Shaelyn,2015-2025,F,2185,14,7,3.2856515185348663,9.751684958888005,7.844847275876178,0.7931350114416476,Shaelyn,0.2068649885583524,1733,4.264530892448512,12.717546201683325,12.687771376698041,9.751684958888005,0.7931350114416476,1733,4.264530892448512,6.098020563736564,0.7467787114845938,1785,0.816933638443936
Shante,2015-2025,F,66,4,0,1.7180373893775662,3.289885535542535,2.8847682119205293,0.5151515151515151,Chante,0.48484848484848486,34,1.8181818181818183,,3.9996209698056298,3.289885535542535,0.5151515151515151,34,1.8181818181818183,0.0,0.0,0,0.0
Charisse,2015-2025,F,65,3,0,1.2957378005380122,2.45502514409486,2.2533333333333334,0.46153846153846156,Cherise,0.5384615384615384,30,1.5384615384615385,,2.9996659669999604,2.45502514409486,0.46153846153846156,30,1.5384615384615385,0.0,0.0,0,0.0
Kamiyah,2015-2025,F,804,8,4,2.121073363702889,4.350174772203123,3.314613885755307,0.5186567164179104,Kamaiyah,0.48134328358208955,417,2.2002487562189055,7.050240222756607,6.977682394693375,4.350174772203123,0.5186567164179104,417,2.2002487562189055,3.3945927995736347,0.484,750,0.9328358208955224
Kayson,2015-2025,F,866,17,4,3.2018836911076596,9.201593291988127,6.8374238722147265,0.7644341801385681,Kaysen,0.23556581986143188,662,4.027713625866051,14.257842083360424,14.063231788000707,9.201593291988127,0.7644341801385681,662,4.027713625866051,3.92804920592501,0.6772151898734178,632,0.7297921478060047
Kaliyah,2015-2025,F,9430,14,8,1.8266374698975483,3.5470937710550507,2.0896699105053944,0.32322375397667025,Kaliyah,0.6767762460233298,3048,2.052492046659597,9.621186852059614,9.604670893421185,3.5470937710550507,0.3232237539766702,3048,2.052492046659597,2.9906275368709982,0.29898945518453424,9104,0.9654294803817604
Daylen,2015-2025,F,3862,12,7,2.643024731871853,6.246399020880617,4.85324595455566,0.709476954945624,Dailyn,0.290523045054376,2740,2.874935266701191,9.87720737408082,9.853829305998325,6.246399020880617,0.709476954945624,2740,2.874935266701191,5.113802306029049,0.6926869350862777,3651,0.9453650958052823
Denisha,2015-2025,F,182,4,1,1.2187012815089266,2.327371123035481,1.8943154523618893,0.31868131868131866,Danisha,0.6813186813186813,58,1.4230769230769231,3.989205056272353,3.9451951290752736,2.327371123035481,0.31868131868131866,58,1.4230769230769231,1.0,0.0,124,0.6813186813186813
Shani,2015-2025,F,96,2,0,0.5993142373098092,1.5149962653771876,1.3317919075144509,0.14583333333333337,Shawnee,0.8541666666666666,14,1.1458333333333333,,1.9999998573532327,1.5149962653771876,0.14583333333333334,14,1.1458333333333333,0.0,0.0,0,0.0
Jaylen,2015-2025,F,16820,33,14,3.469819346706948,11.079488292023207,8.294129725643739,0.8166468489892984,Jaelyn,0.18335315101070154,13736,4.646254458977408,15.463651285950398,15.449688769004092,11.079488292023207,0.8166468489892984,13736,4.646254458977408,9.329654458273804,0.809488510007413,16188,0.9624256837098693
Janiece,2015-2025,F,283,4,2,1.3391576695005083,2.5300355725562693,2.2681034238622524,0.4946996466431095,Janiece,0.5053003533568905,140,1.579505300353357,3.887266812836232,3.8255359626535532,2.5300355725562693,0.49469964664310956,140,1.579505300353357,1.9930595659329766,0.45833333333333337,264,0.9328621908127208
Makiyah,2015-2025,F,549,7,3,2.366947110131548,5.158483886748341,4.558187015108207,0.697632058287796,Makaia,0.302367941712204,383,2.555555555555556,6.699536765716489,6.647039276077269,5.158483886748341,0.697632058287796,383,2.555555555555556,2.971022702931326,0.60381861575179,419,0.7632058287795993
Keshawn,2015-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kian,2015-2025,F,30,1,0,-0.0,1.0,1.0,0.0,Kian,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Kiana,2015-2025,F,6545,18,7,2.2572640479784614,4.780839748306753,2.7752248629216454,0.4403361344537815,Kiana,0.5596638655462185,2882,2.581359816653934,11.887865582610985,11.857997026983446,4.780839748306753,0.4403361344537815,2882,2.581359816653934,3.352261732697369,0.39213408562894125,6026,0.9207028265851795
Caitlin,2015-2025,F,22975,28,13,2.7639807333820317,6.792679257441515,4.632189251661038,0.6519695321001089,Kaitlyn,0.34803046789989117,14979,3.103895538628944,11.695851424328303,11.688067283031641,6.792679257441515,0.6519695321001088,14979,3.1038955386289437,6.195731785646237,0.6461007347083296,22594,0.9834167573449402
Michaela,2015-2025,F,37415,46,20,3.0533064317795704,8.301122482994181,5.268772972630189,0.6589068555392222,Makayla,0.34109314446077776,24653,3.9288253374315114,14.629107976782233,14.620238406209628,8.301122482994181,0.6589068555392222,24653,3.9288253374315114,7.142454410337111,0.6493474378348674,36395,0.9727382066016304
Kaylee,2015-2025,F,60514,59,34,3.2928399273455566,9.800395202751382,4.264694384478368,0.5448160756188651,Kaylee,0.4551839243811349,32969,5.231830650758503,20.273340462278398,20.26592371103326,9.800395202751382,0.544816075618865,32969,5.231830650758502,9.097489016270233,0.5392117501421928,59778,0.9878375252007799
Carly,2015-2025,F,23761,18,13,3.454743440746994,10.964312446340564,8.779905724716265,0.7584276756028787,Carly,0.24157232439712134,18021,4.949791675434535,13.212641077449838,13.210131303835952,10.964312446340564,0.7584276756028787,18021,4.949791675434535,10.515997394012846,0.7561907998131079,23543,0.9908253019654055
Hailey,2015-2025,F,59645,23,12,2.091310010976025,4.261348407524153,2.516238323553978,0.39217034118534666,Hailey,0.6078296588146533,23391,2.2724285355017186,9.673784234097688,9.671725588391455,4.261348407524153,0.39217034118534666,23391,2.2724285355017186,4.099174081771991,0.38853094956991063,59290,0.9940481180316875
Christy,2015-2025,F,1954,9,6,2.5964379384277425,6.047915314336765,5.093334044795433,0.6811668372569089,Christy,0.3188331627430911,1331,2.857727737973388,7.758135915682079,7.740776540095468,6.047915314336765,0.6811668372569089,1331,2.857727737973388,5.237563390252348,0.6650537634408602,1860,0.9518935516888434
Taylin,2015-2025,F,5737,11,8,2.967572608984815,7.822190160539771,7.024366720726246,0.8065190866306432,Taelynn,0.1934809133693568,4627,3.66079832665156,9.2006895790935,9.19362131233309,7.822190160539771,0.8065190866306432,4627,3.6607983266515602,7.305427662450213,0.8030518097941803,5636,0.9823949799546802
Cambrie,2015-2025,F,5258,12,8,3.037672892289452,8.211654295192417,7.02201656741491,0.7683529859262077,Cambrie,0.23164701407379232,4040,3.700456447318372,10.418321916943004,10.404484971428552,8.211654295192417,0.7683529859262077,4040,3.700456447318372,7.134961208336815,0.7588596317560878,5051,0.9606314187904146
Maylin,2015-2025,F,5963,9,7,2.3173121703120505,4.984027989444558,4.067919257497177,0.651349991614959,Maelynn,0.34865000838504107,3884,2.4150595337917156,7.639241704348323,7.63011192003421,4.984027989444558,0.6513499916149589,3884,2.4150595337917156,4.708718301987568,0.6465487929275757,5882,0.9864162334395439
Braylen,2015-2025,F,15041,14,9,2.2268812203122472,4.681209137631038,3.2182214163411964,0.550960707399774,Braelynn,0.44903929260022607,8287,2.369456818030716,9.661534284512742,9.653637036546076,4.681209137631038,0.550960707399774,8287,2.369456818030716,4.2733508847990835,0.5427526910838806,14771,0.9820490658865767
Raylee,2015-2025,F,7871,18,9,2.815583479981691,7.040039287607666,4.94339996465161,0.6731037987549231,Raylee,0.32689620124507685,5298,3.2415195019692544,12.701306716711104,12.67492010327593,7.040039287607666,0.6731037987549231,5298,3.2415195019692544,5.411683192091761,0.6508345772832135,7369,0.9362215728624063
Chantel,2015-2025,F,802,7,3,2.174404555557345,4.513994171012055,3.8568790175573247,0.6546134663341645,Chantel,0.34538653366583544,525,2.273067331670823,6.382064911998641,6.342255591892163,4.513994171012055,0.6546134663341646,525,2.273067331670823,2.9352950189177105,0.593841642228739,682,0.8503740648379052
Jaycee,2015-2025,F,8643,14,10,2.787219528726469,6.902981073498125,4.700359114313473,0.5992132361448571,Jaycee,0.4007867638551429,5179,3.1846581048247136,10.741822914427829,10.73302081288301,6.902981073498125,0.5992132361448571,5179,3.1846581048247136,6.5196942226753745,0.5943318889799742,8539,0.9879671410389911
Lakeisha,2015-2025,F,69,2,0,0.4262286569981449,1.3437163784226889,1.1887640449438204,0.08695652173913049,Lakeisha,0.9130434782608695,6,1.0869565217391304,,1.9998880186054517,1.3437163784226889,0.08695652173913043,6,1.0869565217391304,0.0,0.0,0,0.0
Deshawn,2015-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jerrell,2015-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Annalise,2015-2025,F,14595,20,10,2.220765134085483,4.66140586952152,2.8024447576163958,0.43412127440904424,Annalise,0.5658787255909558,6336,2.4061664953751283,10.243052866661357,10.231209244601335,4.66140586952152,0.4341212744090442,6336,2.4061664953751283,4.08587981817245,0.4194840795670205,14227,0.9747858855772524
Aaliyah,2015-2025,F,81260,39,23,2.519511668669569,5.7338798284600845,3.3307209043477073,0.5086512429239478,Aaliyah,0.4913487570760522,41333,2.974120108294364,12.493435615867613,12.490208709749872,5.7338798284600845,0.5086512429239478,41333,2.974120108294364,5.36398728829185,0.5035005036248554,80417,0.9896258921978833
Riley,2015-2025,F,123339,40,18,2.1691112461099196,4.497462480749541,3.135012025799129,0.5118575633011456,Riley,0.4881424366988544,63132,2.312139712499696,8.90461450581141,8.903098410297396,4.497462480749541,0.5118575633011456,63132,2.312139712499696,4.321924576841013,0.5092674100156495,122688,0.994721864130567
Jayden,2015-2025,F,5193,20,6,2.6637793151333624,6.336909074697113,4.129293766672174,0.5647987675717312,Jayden,0.4352012324282688,2933,2.9919121894858463,11.196910602479306,11.163269753869244,6.336909074697113,0.5647987675717312,2933,2.9919121894858463,4.554411573459429,0.5290685559491561,4799,0.9241286347005584
Kayden,2015-2025,F,3636,18,9,2.9357734742043826,7.651663738943428,4.540311092367481,0.5728822882288229,Kayden,0.42711771177117713,2083,3.6012101210121013,13.237976985555276,13.202021449859293,7.651663738943428,0.5728822882288229,2083,3.6012101210121013,5.758115447640192,0.5358637178720861,3346,0.9202420242024203
Mackenzie,2015-2025,F,52576,24,13,1.837934764721994,3.5749789936269294,2.768717704232952,0.4887401095556908,Mackenzie,0.5112598904443092,25696,1.9831482045039561,6.8746338737694295,6.87172425442972,3.5749789936269294,0.4887401095556908,25696,1.9831482045039561,3.409814629876415,0.485185681726773,52213,0.9930957090687766
Brittany,2015-2025,F,6941,11,4,1.7359928441840993,3.331086561179898,2.4082894377389885,0.4062815156317533,Brittany,0.5937184843682467,2820,1.7771214522403112,6.710738121926116,6.697560658794999,3.331086561179898,0.40628151563175335,2820,1.7771214522403112,2.7519369051313736,0.3820662768031189,6669,0.9608125630312635
Sherry,2015-2025,F,729,4,2,1.5264278713050796,2.880716866988745,2.267636403978512,0.3758573388203018,Sherry,0.6241426611796982,274,1.6611796982167353,3.9999391353780025,3.999874664879741,2.880716866988745,0.37585733882030176,274,1.6611796982167353,1.6955931434501803,0.22089041095890416,584,0.8010973936899863
Kira,2015-2025,F,21970,12,7,1.8600959184548955,3.630317977137977,2.9732201010099573,0.5952207555757851,Kira,0.4047792444242148,13077,1.967319071461083,6.538494584684747,6.53366229537388,3.6303179771379765,0.5952207555757851,13077,1.9673190714610829,3.3919597085374193,0.5902787376180604,21705,0.987938097405553
Katherine,2015-2025,F,48071,15,8,1.7167176140692653,3.2868773292389957,2.616377588805937,0.4717605208961744,Katherine,0.5282394791038256,22678,1.7871689792182397,6.047991188835933,6.045830579299942,3.2868773292389957,0.47176052089617443,22678,1.7871689792182397,3.1530403171169508,0.46834303421129764,47762,0.9935720080713943
Kristen,2015-2025,F,3262,12,5,1.9627320314389192,3.8979944363932937,2.4898397754038375,0.3997547516860822,Kristen,0.6002452483139178,1304,2.058553034947885,8.691792545187463,8.659340731744745,3.8979944363932937,0.39975475168608215,1304,2.058553034947885,2.923749108267364,0.3559210526315789,3040,0.9319435928877989
Carrie,2015-2025,F,3300,11,5,2.306899091266137,4.94818380388602,3.5873015454714356,0.5896969696969697,Kari,0.4103030303030303,1946,2.415151515151515,8.832894151929478,8.80826740405246,4.94818380388602,0.5896969696969697,1946,2.415151515151515,3.650818233101927,0.5531353135313531,3030,0.9181818181818182
Megan,2015-2025,F,8916,6,4,1.269975305254887,2.411574375885482,1.9881295034559092,0.35733512786002697,Megan,0.642664872139973,3186,1.4608568864961866,4.638200584009692,4.631836996810092,2.411574375885482,0.3573351278600269,3186,1.4608568864961866,2.250021184379293,0.34856753069577084,8796,0.9865410497981157
Jocelyn,2015-2025,F,25371,20,15,2.223016600135708,4.66868612644196,2.5935616981191987,0.399747743486658,Jocelyn,0.600252256513342,10142,2.517322927752158,11.300940886645805,11.293947803765397,4.66868612644196,0.399747743486658,10142,2.517322927752158,4.533577129313061,0.39694293747277554,25253,0.9953490205352568
Madelyn,2015-2025,F,74068,21,16,2.2207071106084784,4.661218397096873,2.894487337274364,0.4462925959928714,Madelyn,0.5537074040071286,33056,2.3754927904088134,9.301490879157223,9.299657043236277,4.661218397096873,0.4462925959928714,33056,2.3754927904088134,4.527279892641572,0.44375423843754236,73730,0.9954366258033158
Adalyn,2015-2025,F,92328,22,18,3.0204978756238483,8.114475669537327,5.9089467313548045,0.723420847413569,Adalynn,0.276579152586431,66792,3.5377242006758514,12.87828980491571,12.876327089313188,8.114475669537324,0.723420847413569,66792,3.5377242006758514,7.936290317897444,0.7223744292237443,91980,0.9962308292175721
Crystal,2015-2025,F,6530,9,7,1.8164733875724712,3.522191591740876,2.494808345542853,0.42343032159264926,Crystal,0.5765696784073507,2765,1.8741194486983155,7.355304987269296,7.344950212965424,3.5221915917408757,0.4234303215926493,2765,1.8741194486983155,3.3525441823098316,0.4174531951106297,6463,0.989739663093415
Kelsey,2015-2025,F,10688,13,8,1.925272396669535,3.798085536371718,2.33702837465877,0.3701347305389222,Kelsey,0.6298652694610778,3956,2.063061377245509,9.123043298970655,9.110717695175687,3.798085536371717,0.37013473053892215,3956,2.063061377245509,3.3312059166629275,0.35269230769230764,10400,0.9730538922155688
Casey,2015-2025,F,11382,17,10,2.8444325043952943,7.182233238596341,5.850556952574739,0.733878053066245,Casey,0.26612194693375507,8353,3.2574240028114567,10.367148421703167,10.35704219792585,7.182233238596341,0.733878053066245,8353,3.2574240028114567,6.6675751209024945,0.7295294222698455,11199,0.9839219820769636
Aidan,2015-2025,F,1442,10,5,2.436907967585522,5.414799684243945,4.40108706234946,0.6809986130374479,Ayden,0.31900138696255204,982,2.616504854368932,8.12333681441352,8.065569095383912,5.414799684243945,0.680998613037448,982,2.616504854368932,4.4003686290020525,0.6632503660322109,1366,0.9472954230235784
Muhammad,2015-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Alistair,2015-2025,F,5,1,0,-0.0,1.0,1.0,0.0,Alister,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Kane,2015-2025,F,12,1,0,-0.0,1.0,1.0,0.0,Kane,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Reese,2015-2025,F,21680,7,3,0.5867705280718398,1.5018810220202903,1.234718006211439,0.10378228782287824,Reese,0.8962177121771218,2250,1.1367158671586715,3.27360109141955,3.272125300899221,1.5018810220202903,0.10378228782287822,2250,1.1367158671586715,1.4555661691485609,0.09992124889980081,21587,0.995710332103321
Shay,2015-2025,F,6049,4,4,1.6514268479530156,3.1414417907394623,2.8959000630221357,0.6007604562737643,Shay,0.39923954372623577,3634,1.8403041825095057,3.9405790229908266,3.9391663917825173,3.1414417907394627,0.6007604562737643,3634,1.8403041825095057,3.1414417907394623,0.6007604562737643,6049,1.0
Blaze,2015-2025,F,820,4,3,1.7032460309247384,3.2563280129211414,2.8182237310868015,0.49634146341463414,Blaise,0.5036585365853659,407,1.8,3.999830854913124,3.999704222314254,3.2563280129211414,0.49634146341463414,407,1.8,2.6734600473820618,0.4537037037037037,756,0.9219512195121952
Darryl,2015-2025,F,17,1,0,-0.0,1.0,1.0,0.0,Daryl,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Tory,2015-2025,F,3853,7,5,1.2160703594331501,2.323130758881216,1.5751835737746143,0.20970672203477814,Tori,0.7902932779652219,808,1.5190760446405398,6.093859506105638,6.083347248120223,2.323130758881216,0.20970672203477808,808,1.5190760446405398,2.0585007166809968,0.18604651162790697,3741,0.9709317415001297
Jeri,2015-2025,F,257,4,2,1.425692008586093,2.6864332813633816,2.3857323460357596,0.5097276264591439,Jeri,0.490272373540856,131,1.6264591439688716,3.949863180855424,3.905095839511838,2.6864332813633816,0.5097276264591439,131,1.6264591439688716,1.9933540798655265,0.45922746781115875,233,0.9066147859922179
Terri,2015-2025,F,567,4,1,1.4179899598890497,2.672129560632118,2.1236235608077307,0.3527336860670194,Terri,0.6472663139329806,200,1.5696649029982364,3.9808265732683337,3.9724304953813028,2.672129560632118,0.3527336860670194,200,1.5696649029982364,1.0,0.0,367,0.6472663139329806
Shawn,2015-2025,F,206,3,1,1.3078025563421556,2.4756417483123783,2.1220122012201217,0.36407766990291257,Shawn,0.6359223300970874,75,1.529126213592233,2.999999999992851,2.9999999851104113,2.4756417483123783,0.3640776699029126,75,1.529126213592233,1.0,0.0,131,0.6359223300970874
Lindsey,2015-2025,F,5608,21,4,1.9819285357894354,3.9502077665398105,2.6849625125712233,0.48377318116975754,Lindsey,0.5162268188302425,2713,2.1768901569186876,9.69126925668439,9.656211948825668,3.9502077665398105,0.4837731811697575,2713,2.1768901569186876,2.581024779528528,0.43390692217442317,5114,0.9119115549215406
Bailey,2015-2025,F,34919,14,12,1.832916997256428,3.5625666309652146,2.3286631665169466,0.3736074916234715,Bailey,0.6263925083765285,13046,1.9219622555055986,7.93381230013458,7.9304133335307245,3.5625666309652146,0.37360749162347145,13046,1.9219622555055986,3.5265103786158822,0.37267330140247223,34867,0.9985108393711161
Jamie,2015-2025,F,7062,10,7,1.6226727443855355,3.0794500866285235,1.8914541896645387,0.2829226847918437,Jamie,0.7170773152081563,1998,1.8569810252053243,8.049460904200405,8.038984368463383,3.079450086628524,0.2829226847918437,1998,1.8569810252053243,2.785605934023946,0.2668307514116114,6907,0.9780515434721042
Lori,2015-2025,F,2389,8,3,1.572574987818518,2.9743511638476456,2.174461891907853,0.3696107157806614,Lori,0.6303892842193386,883,1.6622017580577646,6.408267410703377,6.37993626566006,2.9743511638476456,0.36961071578066135,883,1.6622017580577646,2.1600779702900663,0.31638674534725375,2203,0.9221431561322729
Nikki,2015-2025,F,1201,7,2,1.4648075845237951,2.760266539297473,1.983338810520049,0.3155703580349709,Nikki,0.6844296419650291,379,1.578684429641965,5.579350650607076,5.534665530902132,2.760266539297473,0.31557035803497085,379,1.578684429641965,1.6321155323005652,0.19253438113948917,1018,0.8476269775187344
Vicki,2015-2025,F,747,3,1,1.0301182824850916,2.0421916780693024,1.6429667142667863,0.23828647925033464,Vicky,0.7617135207496654,178,1.3520749665327978,2.9999971936355605,2.9999926463979847,2.0421916780693024,0.23828647925033467,178,1.3520749665327978,1.0,0.0,569,0.7617135207496654
Cory,2015-2025,F,7653,11,11,2.246694733113476,4.745942867155432,2.938610817662951,0.4534169606690187,Kori,0.5465830393309813,3470,2.4393048477721155,9.977573373181938,9.965597586290896,4.745942867155432,0.4534169606690187,3470,2.4393048477721155,4.745942867155432,0.4534169606690187,7653,1.0
Cody,2015-2025,F,3279,8,7,2.285346665381022,4.874812283262151,3.5163981634135473,0.5184507471790181,Kodi,0.481549252820982,1700,2.4519670631290027,7.222148788761326,7.2162958275899145,4.874812283262151,0.518450747179018,1700,2.4519670631290027,4.79777789054643,0.5169776690119303,3269,0.9969502897224763
Sydney,2015-2025,F,20050,9,5,0.8872738181661328,1.8496775848573874,1.384488410915644,0.15645885286783046,Sydney,0.8435411471321695,3137,1.2723192019950125,4.863749863784689,4.860508418641611,1.8496775848573876,0.15645885286783043,3137,1.2723192019950125,1.7868450712081756,0.15218807960298764,19949,0.9949625935162095
Annabel,2015-2025,F,24806,6,6,1.2695962916972598,2.41094090914006,1.6937135674987718,0.24336853986938645,Annabelle,0.7566314601306136,6037,1.488752721115859,5.3689189185566555,5.367626521306161,2.41094090914006,0.24336853986938645,6037,1.488752721115859,2.41094090914006,0.24336853986938645,24806,1.0
Isabel,2015-2025,F,53587,12,9,1.6265542831518292,3.087746433831154,2.440560580752413,0.5008117640472503,Isabelle,0.49918823595274975,26837,1.7912366805381903,6.6518642917043636,6.650158233624493,3.087746433831154,0.5008117640472503,26837,1.7912366805381903,3.061604434048164,0.500252209165468,53527,0.9988803254520686
Eleanor,2015-2025,F,75382,13,12,0.6764171468791461,1.5981658664619298,1.1911801641542927,0.08435700830436976,Eleanor,0.9156429916956302,6359,1.317211005279775,6.074876221514547,6.072870672132133,1.5981658664619298,0.08435700830436975,6359,1.317211005279775,1.5846189685796046,0.08328684888570137,75294,0.9988326125600276
Rachel,2015-2025,F,17551,6,4,0.5197302467291814,1.4336871539650078,1.1790461873047193,0.08079311720129911,Rachel,0.9192068827987009,1418,1.1248931684804284,3.6753373815947867,3.672422374218674,1.4336871539650078,0.08079311720129907,1418,1.1248931684804284,1.3865036773405726,0.07589643716347805,17458,0.9947011566292518
Sofia,2015-2025,F,239492,6,4,0.9851539758820024,1.979524572153136,1.8807704022540301,0.3687555325438846,Sophia,0.6312444674561154,88314,1.374663871862108,2.3431151545576223,2.3430505599358167,1.979524572153136,0.36875553254388455,88314,1.374663871862108,1.9683108552743902,0.3683229709854259,239328,0.9993152172097607
Lee,2015-2025,F,791,2,2,0.9174507122791902,1.8887748181760409,1.7981767652527785,0.33249051833122634,Leigh,0.6675094816687737,263,1.3324905183312263,2.0,2.0,1.8887748181760409,0.3324905183312263,263,1.3324905183312263,1.8887748181760409,0.33249051833122634,791,1.0
Zachary,2015-2025,F,30,1,0,-0.0,1.0,1.0,0.0,Zachary,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Nicholas,2015-2025,F,51,2,0,0.46274905857817394,1.378165414944956,1.214852872489491,0.0980392156862745,Nicholas,0.9019607843137255,5,1.0980392156862746,,1.9999669808751521,1.378165414944956,0.09803921568627451,5,1.0980392156862746,0.0,0.0,0,0.0
Michael,2015-2025,F,360,6,1,1.19021428432139,2.281866333482089,1.6403817431587473,0.23333333333333328,Michael,0.7666666666666667,84,1.4305555555555556,5.615871558528532,5.481766707560423,2.281866333482089,0.23333333333333334,84,1.4305555555555556,1.0,0.0,276,0.7666666666666667
Christopher,2015-2025,F,75,1,0,-0.0,1.0,1.0,0.0,Christopher,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Stephanie,2015-2025,F,12130,10,5,1.154908582243112,2.2267021348675113,1.5059391277859773,0.19060181368507834,Stephanie,0.8093981863149217,2312,1.471558120362737,6.498168496369768,6.49075700127213,2.2267021348675113,0.1906018136850783,2312,1.471558120362737,1.9653020904371419,0.1719659273003289,11857,0.9774938169826876
Tyreek,2015-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Rashawn,2015-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Tyesha,2015-2025,F,5,1,0,-0.0,1.0,1.0,0.0,Tyesha,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Akilah,2015-2025,F,745,4,3,1.729215438532876,3.3154746828491666,3.072666677738841,0.5973154362416108,Akeelah,0.40268456375838924,445,1.897986577181208,3.991073686268542,3.98760273994354,3.3154746828491666,0.5973154362416108,445,1.8979865771812077,2.907295375537228,0.5792426367461431,713,0.9570469798657718
Myesha,2015-2025,F,38,2,0,0.5617526078313282,1.4760612701972664,1.2962298025134649,0.13157894736842102,Myesha,0.868421052631579,5,1.131578947368421,,1.9999992534922408,1.4760612701972664,0.13157894736842105,5,1.131578947368421,0.0,0.0,0,0.0
Deonte,2015-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Devonte,2015-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Trevon,2015-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Sherilyn,2015-2025,F,87,3,0,1.038310844911466,2.053821562780999,1.653703299104217,0.24137931034482762,Sherilyn,0.7586206896551724,21,1.3563218390804597,,2.9999936737353274,2.053821562780999,0.2413793103448276,21,1.3563218390804597,0.0,0.0,0,0.0
Jerilyn,2015-2025,F,273,7,0,2.352619280664652,5.107507015738478,4.284507042253521,0.6666666666666667,Jerelyn,0.3333333333333333,182,2.5128205128205128,6.921562384226758,6.851021590235278,5.107507015738478,0.6666666666666666,182,2.5128205128205128,0.0,0.0,0,0.0
Georgeann,2015-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Annalee,2015-2025,F,6941,11,8,2.57787102309702,5.970579739638244,4.576875821574591,0.6241175623109062,Annalee,0.3758824376890938,4332,2.808673101858522,8.46267562783348,8.457557873141408,5.970579739638244,0.6241175623109062,4332,2.808673101858522,5.781475635341101,0.6216647331786542,6896,0.9935167843250252
Nisha,2015-2025,F,260,3,1,1.064196751542558,2.0910053476270103,1.9045472474220995,0.35769230769230764,Nisha,0.6423076923076924,93,1.3807692307692307,2.9476491116394614,2.9031639948374774,2.0910053476270103,0.3576923076923077,93,1.3807692307692307,1.0,0.0,167,0.6423076923076924
Jessalyn,2015-2025,F,1064,6,2,1.675561175868943,3.194435867379412,2.413027538579589,0.4144736842105263,Jessalyn,0.5855263157894737,441,1.7349624060150375,5.743664581228649,5.720170145426405,3.194435867379412,0.4144736842105263,441,1.7349624060150375,1.8432466479300937,0.3007856341189674,891,0.8374060150375939
Lilyann,2015-2025,F,3266,7,4,2.0341981050425235,4.095950002372204,3.609157257559712,0.6120636864666258,Lilyann,0.38793631353337416,1999,2.1289038579301898,5.291557727984726,5.284529276242252,4.095950002372204,0.6120636864666258,1999,2.1289038579301898,3.64549087947696,0.5987967067764408,3158,0.9669320269442744
Maylee,2015-2025,F,7353,22,15,3.345288089568258,10.163237138986519,6.169770859715123,0.6511627906976745,Maylee,0.3488372093023256,4788,4.5718754249966,15.878143010470993,15.856793988170496,10.163237138986519,0.6511627906976745,4788,4.5718754249966,9.287784918494113,0.6435519733185102,7196,0.9786481708146335
Shaylee,2015-2025,F,1821,19,3,2.5390343539397473,5.811998593903834,2.923484298808845,0.43327841845140036,Shaylee,0.5667215815485996,789,3.2081274025260846,14.166656011995384,14.05245644959498,5.811998593903834,0.4332784184514003,789,3.2081274025260846,1.9786615253877353,0.22406015037593985,1330,0.7303679297089511
Jaylee,2015-2025,F,6325,25,12,3.0774768994125314,8.441368466678005,4.036374424809235,0.5272727272727273,Jaylee,0.4727272727272727,3335,4.347351778656127,17.463662874665463,17.41957504577496,8.441368466678005,0.5272727272727272,3335,4.347351778656127,5.928626665625398,0.4826094480013843,5779,0.9136758893280632
Kenisha,2015-2025,F,165,2,1,0.8366407419411672,1.7858869300686604,1.6423357664233578,0.2666666666666667,Kenisha,0.7333333333333333,44,1.2666666666666666,2.0,1.9999999999999662,1.7858869300686602,0.26666666666666666,44,1.2666666666666666,1.0,0.0,121,0.7333333333333333
Tanisha,2015-2025,F,340,1,1,-0.0,1.0,1.0,0.0,Tanisha,1.0,0,1.0,1.0,1.0,1.0,0.0,0,1.0,1.0,0.0,340,1.0
Janine,2015-2025,F,689,6,2,1.923966047221433,3.794647955231037,2.930032897376233,0.4920174165457184,Janine,0.5079825834542816,339,1.9666182873730045,5.96616462777437,5.9530393432415485,3.7946479552310373,0.49201741654571846,339,1.9666182873730043,1.8931715224885213,0.3358633776091081,527,0.7648766328011611
Janelle,2015-2025,F,7127,18,5,1.4384318833022889,2.710261173785495,1.6612420626049944,0.23081240353584953,Janelle,0.7691875964641505,1645,1.740564052195875,8.390766311464002,8.370282744787568,2.710261173785495,0.2308124035358496,1645,1.7405640521958747,2.0872217657537178,0.19180303700427537,6783,0.9517328469201628
Janae,2015-2025,F,2885,12,4,1.5564457975575074,2.941283398706703,1.8362365294633762,0.27313691507798965,Janae,0.7268630849220103,788,1.7608318890814558,8.03866006566401,7.998926177512867,2.941283398706703,0.2731369150779896,788,1.7608318890814558,2.1230819334275868,0.2187034277198212,2684,0.9303292894280762
Chanel,2015-2025,F,5039,10,6,1.599903083449023,3.031229495961382,1.9441629869007708,0.2958920420718396,Chanel,0.7041079579281604,1491,1.7876562810081364,6.9645790799370575,6.954073095048044,3.031229495961382,0.29589204207183967,1491,1.7876562810081364,2.830734066220757,0.2871207554751859,4977,0.9876959714229013
Cadence,2015-2025,F,17745,25,13,2.647271426689148,6.264812912592409,4.4708523691398145,0.6804170188785573,Cadence,0.3195829811214427,12074,2.917272471118625,11.241188478577962,11.230275412513487,6.264812912592409,0.6804170188785573,12074,2.917272471118625,5.767304789949684,0.675739035965464,17489,0.9855734009580164
Maisie,2015-2025,F,19825,18,13,2.608955495339984,6.100618416539663,3.8120732356464004,0.5341740226986129,Maisie,0.46582597730138714,10590,2.8931651954602775,11.140066503671532,11.134003560321592,6.100618416539663,0.5341740226986129,10590,2.8931651954602775,5.982547103279246,0.5327126448413703,19763,0.9968726355611601
Jamir,2015-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Emmalyn,2015-2025,F,12265,19,13,2.789945719369924,6.916037633346997,4.445077665227556,0.6060334284549531,Emmalyn,0.3939665715450469,7433,3.1949449653485527,12.472643145764232,12.460896812454619,6.916037633346997,0.6060334284549531,7433,3.1949449653485527,6.544176120293422,0.601550259750969,12127,0.988748471259682
Marilee,2015-2025,F,393,7,3,2.0771247035363043,4.2196539905581645,3.570167125124246,0.6259541984732824,Marilee,0.37404580152671757,246,2.2111959287531806,6.721343576192234,6.6162365776529,4.2196539905581645,0.6259541984732825,246,2.2111959287531806,2.9550134031785666,0.5835694050991501,353,0.8982188295165394
Macy,2015-2025,F,24405,13,8,2.2849442578096224,4.873452752827125,3.9815818256430715,0.6726900225363655,Maci,0.3273099774636345,16417,2.40180290923991,7.8460136244837315,7.8423285558508375,4.873452752827125,0.6726900225363655,16417,2.40180290923991,4.6592874916457765,0.6701626889090759,24218,0.9923376357303831
Journey,2015-2025,F,38400,20,13,2.4065600991392877,5.302086103586563,3.788142655179927,0.6199739583333334,Journee,0.38002604166666665,23807,2.546640625,9.50963470787661,9.506163070295504,5.302086103586563,0.6199739583333334,23807,2.546640625,5.051362730299375,0.6168408339022213,38086,0.9918229166666667
Jacqueline,2015-2025,F,15174,24,13,2.3982969595116166,5.2718048258998165,2.851918958283505,0.42922103598260186,Jacqueline,0.5707789640173981,6513,2.80479768024252,12.078339417115282,12.066726204557208,5.2718048258998165,0.4292210359826018,6513,2.8047976802425194,4.933820523289056,0.4230231163813204,15011,0.9892579412152366
Kaylin,2015-2025,M,5850,32,18,4.245781706335042,18.97176116306732,14.92926349403004,0.8664957264957265,Kalen,0.1335042735042735,5069,7.626153846153846,22.23408733908261,22.188021941525673,18.97176116306732,0.8664957264957265,5069,7.626153846153846,15.042196847341662,0.8562753036437247,5434,0.9288888888888889
Shaelyn,2015-2025,M,27,2,0,0.691289869405789,1.614726550767262,1.432220039292731,0.18518518518518523,Shailen,0.8148148148148148,5,1.1851851851851851,,1.9999999987238795,1.614726550767262,0.18518518518518517,5,1.1851851851851851,0.0,0.0,0,0.0
Shante,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Charisse,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kamiyah,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kayson,2015-2025,M,63450,45,25,3.831851434683707,14.239745281312883,10.454840787460435,0.8134594168636722,Kayson,0.18654058313632782,51614,5.800677698975571,18.42818292610203,18.4237641190431,14.239745281312883,0.8134594168636722,51614,5.800677698975571,13.296611085390738,0.8111286642092329,62667,0.987659574468085
Kaliyah,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Daylen,2015-2025,M,5154,21,10,3.2291636465377347,9.377241880272944,6.406768035085655,0.6961583236321304,Daylen,0.30384167636786963,3588,4.06208769887466,14.750357687918408,14.712678287861968,9.377241880272946,0.6961583236321304,3588,4.06208769887466,6.931576725111266,0.6684310819394452,4723,0.9163756305781917
Denisha,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Shani,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jaylen,2015-2025,M,23261,26,14,2.3493610095420996,5.095984924075579,3.1868519020411115,0.5170456988091656,Jaylen,0.48295430119083443,12027,2.6151498215897857,11.529589205211519,11.51990851594061,5.095984924075579,0.5170456988091655,12027,2.6151498215897857,4.673278760289941,0.5098817678111776,22921,0.9853832595331241
Janiece,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Makiyah,2015-2025,M,67,2,0,0.9985532860835362,1.9979954338985146,1.995998221431748,0.4776119402985075,Makaiah,0.5223880597014925,32,1.4776119402985075,,2.0,1.9979954338985144,0.47761194029850745,32,1.4776119402985075,0.0,0.0,0,0.0
Keshawn,2015-2025,M,1857,12,5,2.5755675303890584,5.961054363334725,4.513564453240037,0.6295099623047926,Keshawn,0.37049003769520733,1169,2.744749596122779,9.066720825599685,9.025200021418257,5.961054363334725,0.6295099623047927,1169,2.744749596122779,4.142505542643485,0.5799755799755799,1638,0.8820678513731826
Kian,2015-2025,M,9156,4,3,0.7629071992406327,1.6969066470857483,1.4359652703071488,0.18272171253822633,Kian,0.8172782874617737,1673,1.197903014416776,2.8133439867199486,2.8111864091057397,1.6969066470857483,0.1827217125382263,1673,1.197903014416776,1.6895205702617921,0.18227516118457,9151,0.9994539100043687
Kiana,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Caitlin,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Michaela,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kaylee,2015-2025,M,138,5,1,0.9826525629664243,1.9760953525296219,1.4256625243299892,0.16666666666666663,Kalei,0.8333333333333334,23,1.4057971014492754,4.9977411156425635,4.939834262549942,1.9760953525296217,0.16666666666666666,23,1.4057971014492754,1.0,0.0,115,0.8333333333333334
Carly,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Hailey,2015-2025,M,31,2,0,0.7088356733321961,1.6344844743969267,1.4538577912254163,0.19354838709677424,Hailey,0.8064516129032258,6,1.193548387096774,,1.9999999995451885,1.6344844743969267,0.1935483870967742,6,1.193548387096774,0.0,0.0,0,0.0
Christy,2015-2025,M,6,1,0,-0.0,1.0,1.0,0.0,Christy,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Taylin,2015-2025,M,2529,10,4,2.1028233558988765,4.295491912701958,3.2086099841622366,0.5231316725978647,Taylen,0.47686832740213525,1323,2.1340450771055752,7.850761161304288,7.810504383912454,4.295491912701958,0.5231316725978647,1323,2.1340450771055752,3.2562122920090273,0.48963182395260263,2363,0.9343614076710162
Cambrie,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Maylin,2015-2025,M,45,2,0,0.6235702082127974,1.540683165014507,1.3563295378432687,0.15555555555555556,Maylon,0.8444444444444444,7,1.1555555555555554,,1.9999999545945186,1.540683165014507,0.15555555555555556,7,1.1555555555555554,0.0,0.0,0,0.0
Braylen,2015-2025,M,16143,20,11,2.3119768871489996,4.965630413051342,3.3337731389683842,0.6019327262590597,Braylen,0.39806727374094036,9717,2.577835594375271,11.044460773085529,11.031139262585974,4.965630413051342,0.6019327262590597,9717,2.577835594375271,4.276334416469409,0.5897337674774947,15663,0.9702657498606208
Raylee,2015-2025,M,122,2,0,0.7153220528038851,1.6418496868101184,1.462082514734774,0.19672131147540983,Rayleigh,0.8032786885245902,24,1.1967213114754098,2.0,1.999999999693363,1.6418496868101184,0.19672131147540983,24,1.1967213114754098,0.0,0.0,0,0.0
Chantel,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jaycee,2015-2025,M,791,4,1,1.0976208726231693,2.1400149461304894,1.6201839043552344,0.22756005056890016,Jaycee,0.7724399494310998,180,1.3830594184576486,3.9573716704119835,3.9476443116027404,2.1400149461304894,0.22756005056890014,180,1.3830594184576486,1.0,0.0,611,0.7724399494310998
Lakeisha,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Deshawn,2015-2025,M,4841,14,8,2.7239104262008977,6.60661111662815,4.836287591702115,0.632927081181574,Deshawn,0.36707291881842596,3064,2.9855401776492463,10.150269588038952,10.132758134035043,6.60661111662815,0.632927081181574,3064,2.9855401776492463,5.737294633327831,0.619241482751232,4667,0.9640570130138402
Jerrell,2015-2025,M,1553,12,6,2.9271584031468785,7.606107889498637,6.163564621608429,0.7662588538312942,Jarell,0.23374114616870573,1190,3.404378622021893,10.677304965540621,10.624253024595996,7.606107889498639,0.7662588538312942,1190,3.404378622021893,5.381590967046199,0.7369565217391305,1380,0.8886027044430135
Annalise,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Aaliyah,2015-2025,M,37,2,0,0.9740248644357521,1.9643130446076715,1.930888575458392,0.4054054054054054,Aaliyah,0.5945945945945946,15,1.4054054054054055,,2.0,1.9643130446076715,0.40540540540540543,15,1.4054054054054055,0.0,0.0,0,0.0
Riley,2015-2025,M,20802,14,7,1.052642014316719,2.0743250929435506,1.4120148298050161,0.16219594269781756,Riley,0.8378040573021824,3374,1.4370252860301893,6.679385289560418,6.6738313961764035,2.0743250929435506,0.1621959426978175,3374,1.4370252860301893,1.9148608178687538,0.15150925024342743,20540,0.9874050572060379
Jayden,2015-2025,M,116965,40,19,1.610597555673652,3.053783014703707,1.8603376540069148,0.28189629376309155,Jayden,0.7181037062369084,32972,1.9402043346300175,8.841923129056358,8.840106318942365,3.053783014703707,0.2818962937630915,32972,1.9402043346300175,2.9186422256508417,0.27763491722210276,116275,0.9941007993844312
Kayden,2015-2025,M,136660,71,30,3.0244962992782063,8.136996100296141,5.784340540063938,0.7097029123371872,Kayden,0.2902970876628128,96988,3.8758817503292846,12.598215076167175,12.596239021010826,8.136996100296141,0.7097029123371872,96988,3.875881750329284,7.6139480602997756,0.7068910741859933,135349,0.990406849114591
Mackenzie,2015-2025,M,784,3,2,0.8177574546882209,1.7626639525458963,1.4758426615571532,0.19515306122448983,Mackenzie,0.8048469387755102,153,1.2193877551020407,2.927560781318482,2.913992310007644,1.7626639525458963,0.1951530612244898,153,1.2193877551020407,1.5903907058053153,0.1751633986928105,765,0.9757653061224489
Brittany,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Sherry,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kira,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Katherine,2015-2025,M,9,1,0,-0.0,1.0,1.0,0.0,Katherine,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Kristen,2015-2025,M,414,5,2,1.928955007041234,3.8077928794822746,3.213996399639964,0.538647342995169,Christen,0.4613526570048309,223,2.0096618357487923,4.9805986711728085,4.9679359837341,3.8077928794822746,0.538647342995169,223,2.0096618357487923,1.9210572154901169,0.35906040268456374,298,0.7198067632850241
Carrie,2015-2025,M,1379,5,4,1.9323228643535837,3.8166922537852503,3.5407627669339807,0.6076867295141406,Kerry,0.39231327048585934,838,2.113125453226976,4.363984726989566,4.353412139652359,3.8166922537852512,0.6076867295141407,838,2.113125453226976,3.7326393095710335,0.605972323379461,1373,0.9956490210297317
Megan,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jocelyn,2015-2025,M,6,1,0,-0.0,1.0,1.0,0.0,Jocelyn,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Madelyn,2015-2025,M,17,1,0,-0.0,1.0,1.0,0.0,Madelyn,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Adalyn,2015-2025,M,5,1,0,-0.0,1.0,1.0,0.0,Addilyn,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Crystal,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kelsey,2015-2025,M,166,2,1,0.19499570935361069,1.14472075613749,1.062051954058429,0.030120481927710885,Kelsey,0.9698795180722891,5,1.0301204819277108,1.9909586973761675,1.9530345163365523,1.1447207561374897,0.030120481927710843,5,1.0301204819277108,1.0,0.0,161,0.9698795180722891
Casey,2015-2025,M,11231,9,4,1.3116980597598091,2.482335403123746,1.832024708232364,0.28225447422313243,Casey,0.7177455257768676,3170,1.4967500667794498,4.763983418740725,4.7601941668588275,2.482335403123746,0.2822544742231324,3170,1.4967500667794498,2.3425221996655083,0.2752854445743055,11123,0.9903837592378238
Aidan,2015-2025,M,167578,36,25,2.014746815232212,4.0410965342744065,2.488520423474218,0.40690305410018024,Aiden,0.5930969458998198,68188,2.2726670565348672,10.064507524710184,10.063122358255672,4.0410965342744065,0.40690305410018024,68188,2.2726670565348672,3.9553791935596587,0.40526340984705234,167116,0.9972430748666292
Muhammad,2015-2025,M,30773,8,8,2.2176353263359347,4.651304295666049,3.897439082641412,0.6049133981087317,Muhammad,0.3950866018912683,18615,2.3361063269749454,6.643816221673538,6.642282474373185,4.651304295666049,0.6049133981087317,18615,2.3361063269749454,4.651304295666049,0.6049133981087317,30773,1.0
Alistair,2015-2025,M,5526,8,6,2.2113280385523213,4.631013743518194,3.444816915237901,0.5300398117987695,Alistair,0.46996018820123053,2929,2.27180600796236,7.447680897324253,7.439332099758367,4.631013743518194,0.5300398117987695,2929,2.27180600796236,4.145102966478051,0.5158463832960477,5364,0.9706840390879479
Kane,2015-2025,M,17586,10,8,2.0778017764154453,4.2216347860238495,2.8932634171858846,0.45342886386898673,Kane,0.5465711361310133,7974,2.1472762424655976,7.43674573651939,7.434008407297276,4.2216347860238495,0.4534288638689867,7974,2.1472762424655976,4.182062834978818,0.45265076020727746,17561,0.9985784146480154
Reese,2015-2025,M,18439,5,4,1.6294218630700912,3.0938899118040744,2.8981531758452044,0.5679266771516893,Rhys,0.4320733228483106,10472,1.831118824231249,3.913143478903364,3.911374626009523,3.0938899118040744,0.5679266771516893,10472,1.831118824231249,3.014735156406141,0.5657600697661743,18347,0.9950105754108141
Shay,2015-2025,M,2582,5,4,1.529357147490586,2.8865718728207894,2.4815888782098767,0.4891556932610379,Shea,0.5108443067389621,1263,1.6607281177381874,4.230675507526856,4.225543884196191,2.8865718728207894,0.48915569326103797,1263,1.6607281177381874,2.841037910128427,0.48776699029126214,2575,0.9972889233152595
Blaze,2015-2025,M,7012,7,4,1.7003972435672834,3.2499043177324904,2.750643547335176,0.524814603536794,Blaze,0.47518539646320596,3680,1.7952082144894468,4.705835905656188,4.701601138410814,3.24990431773249,0.5248146035367941,3680,1.7952082144894466,3.1025448294400304,0.5208513085993673,6954,0.9917284654877353
Darryl,2015-2025,M,5404,7,6,2.2546549782154677,4.772201559458381,4.22247811348887,0.6676535899333826,Darrell,0.3323464100666173,3608,2.4045151739452257,6.041697256177266,6.039348415164511,4.772201559458381,0.6676535899333826,3608,2.4045151739452257,4.743902793628635,0.6673458047786627,5399,0.9990747594374537
Tory,2015-2025,M,929,6,4,2.1167917966542076,4.337283652675412,3.732763281388539,0.5974165769644779,Tory,0.4025834230355221,555,2.209903121636168,5.7097215738972835,5.6873741503155255,4.337283652675412,0.5974165769644779,555,2.209903121636168,3.6369031687452194,0.5725714285714285,875,0.9418729817007535
Jeri,2015-2025,M,4636,2,2,0.1778072055122248,1.1311632897890829,1.0549230569876977,0.026747195858498718,Jerry,0.9732528041415013,124,1.0267471958584986,1.9354888686041252,1.9335390770050236,1.1311632897890829,0.026747195858498704,124,1.0267471958584986,1.1311632897890829,0.026747195858498718,4636,1.0
Terri,2015-2025,M,2969,1,1,-0.0,1.0,1.0,0.0,Terry,1.0,0,1.0,1.0,1.0,1.0,0.0,0,1.0,1.0,0.0,2969,1.0
Shawn,2015-2025,M,21543,3,3,1.3060648633229999,2.4726616897907214,2.232566433654537,0.43062711785730867,Sean,0.5693728821426913,9277,1.5214222717355985,2.999928191361166,2.9999265191472415,2.4726616897907214,0.4306271178573086,9277,1.5214222717355985,2.4726616897907214,0.43062711785730867,21543,1.0
Lindsey,2015-2025,M,87,2,0,0.8158009273789573,1.760275115943355,1.6073476321936715,0.25287356321839083,Lindsey,0.7471264367816092,22,1.2528735632183907,,1.9999999999997815,1.7602751159433547,0.25287356321839083,22,1.2528735632183907,0.0,0.0,0,0.0
Bailey,2015-2025,M,1464,3,1,0.34258007493770987,1.2680222625272923,1.110677196691748,0.051912568306010876,Bailey,0.9480874316939891,76,1.069672131147541,2.8163889463559952,2.8023970528549693,1.2680222625272923,0.05191256830601093,76,1.069672131147541,1.0,0.0,1388,0.9480874316939891
Jamie,2015-2025,M,10515,7,4,1.318305037726657,2.4937295971241213,2.1714445518004393,0.4524964336661912,Jaime,0.5475035663338088,4758,1.5491203043271518,4.528699346237455,4.523566065760593,2.4937295971241213,0.45249643366619113,4758,1.5491203043271518,2.3674055492920147,0.4473987329621808,10418,0.9907750832144555
Lori,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Nikki,2015-2025,M,157,2,1,0.2035721978224435,1.151546123890534,1.065718362229236,0.031847133757961776,Nicky,0.9681528662420382,5,1.0318471337579618,1.9943827066949174,1.9606999092206776,1.151546123890534,0.03184713375796178,5,1.0318471337579618,1.0,0.0,152,0.9681528662420382
Vicki,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Cory,2015-2025,M,10765,11,6,1.8692842437378014,3.6535127542550394,2.6022782516182272,0.43920111472364143,Corey,0.5607988852763586,4728,1.8994890849976775,7.30101205438051,7.29234971431402,3.6535127542550394,0.43920111472364143,4728,1.8994890849976778,3.2674591504291577,0.42684895091616826,10533,0.9784486762656758
Cody,2015-2025,M,17769,10,5,1.2132230705286284,2.3185503719949114,1.6759970276416174,0.24458326298609934,Cody,0.7554167370139007,4346,1.428499071416512,5.475642549532874,5.4710056800302915,2.3185503719949114,0.2445832629860994,4346,1.428499071416512,2.1411489039613714,0.2341530210532321,17527,0.986380775507907
Sydney,2015-2025,M,2201,2,2,0.6798981066954837,1.6020266047596319,1.4186314970448108,0.1799182189913675,Sidney,0.8200817810086325,396,1.1799182189913675,1.9999999985412356,1.9999999975693838,1.6020266047596319,0.17991821899136756,396,1.1799182189913675,1.6020266047596319,0.1799182189913675,2201,1.0
Annabel,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Isabel,2015-2025,M,15,1,0,-0.0,1.0,1.0,0.0,Isabel,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Eleanor,2015-2025,M,44,1,0,-0.0,1.0,1.0,0.0,Eleanor,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Rachel,2015-2025,M,5,1,0,-0.0,1.0,1.0,0.0,Rachel,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Sofia,2015-2025,M,226,2,1,0.9699058425934315,1.9587127557299555,1.9204391637840275,0.3982300884955752,Sophia,0.6017699115044248,90,1.3982300884955752,2.0,2.0,1.9587127557299555,0.39823008849557523,90,1.3982300884955752,1.0,0.0,136,0.6017699115044248
Lee,2015-2025,M,4009,2,1,0.08556766282630049,1.0611051764168091,1.0216817679480743,0.010725866799700667,Lee,0.9892741332002993,43,1.0107258667997008,1.6644533760143854,1.6598540049316055,1.0611051764168091,0.010725866799700674,43,1.0107258667997008,1.0,0.0,3966,0.9892741332002993
Zachary,2015-2025,M,37722,16,7,0.8207686117663462,1.7663467827683614,1.2889747186017626,0.12165314670484073,Zachary,0.8783468532951593,4589,1.3016011876358624,5.650488797254072,5.647730984036701,1.7663467827683614,0.12165314670484068,4589,1.3016011876358624,1.6711121716738315,0.11484825817482369,37432,0.992312178569535
Nicholas,2015-2025,M,77372,12,4,1.3778013155977942,2.5987202109289775,2.130625037162718,0.38121025694049526,Nicholas,0.6187897430595047,29495,1.5158972238018922,4.2343905942690565,4.234099625558178,2.5987202109289775,0.38121025694049526,29495,1.5158972238018922,2.5402378885310566,0.379333143197905,77138,0.9969756501059814
Michael,2015-2025,M,122183,12,9,0.38224192474628677,1.3033656917227059,1.1014238287602562,0.04748614782743921,Michael,0.9525138521725608,5802,1.1132645294353551,3.7714417555638917,3.7708022234173066,1.3033656917227059,0.04748614782743917,5802,1.1132645294353551,1.2930209350165691,0.04656535452422894,122065,0.999034235531948
Christopher,2015-2025,M,81403,13,8,0.625394350062205,1.5426324349961005,1.1961403825059067,0.0868026976892744,Christopher,0.9131973023107256,7066,1.2038991191970811,4.908581562524725,4.9074567520942045,1.5426324349961005,0.08680269768927436,7066,1.2038991191970811,1.5203516270881496,0.085173152181939,81258,0.9982187388671179
Stephanie,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Tyreek,2015-2025,M,1240,6,4,2.2340599709863644,4.704560559660436,4.177988392061388,0.6806451612903226,Tyriq,0.3193548387096774,844,2.3983870967741936,5.957036033877226,5.949690880429884,4.704560559660436,0.6806451612903226,844,2.3983870967741936,3.799694698204907,0.6556521739130434,1150,0.9274193548387096
Rashawn,2015-2025,M,1006,3,3,1.3562948897499265,2.560268098124593,2.2739622607593684,0.4125248508946322,Rashawn,0.5874751491053678,415,1.5497017892644136,2.99999983168382,2.999999609002071,2.560268098124593,0.4125248508946322,415,1.5497017892644136,2.560268098124593,0.4125248508946322,1006,1.0
Tyesha,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Akilah,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Myesha,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Deonte,2015-2025,M,1860,5,5,1.9798160344408975,3.9444278113684006,3.3924498477143423,0.5844086021505377,Deonte,0.41559139784946236,1087,2.060752688172043,4.996517661450986,4.995914927153191,3.9444278113684006,0.5844086021505376,1087,2.060752688172043,3.9444278113684006,0.5844086021505377,1860,1.0
Devonte,2015-2025,M,3716,12,7,2.6260592834083214,6.173374372109512,4.87977343773743,0.6555435952637244,Devonte,0.3444564047362756,2436,2.833692142088267,8.865104182452992,8.847838175313845,6.173374372109512,0.6555435952637244,2436,2.833692142088267,5.455478675170786,0.6442468037798776,3598,0.9682454251883746
Trevon,2015-2025,M,1765,8,2,1.2844983048053857,2.4359732737242097,1.986612537776392,0.35694050991501414,Trevon,0.6430594900849859,630,1.478186968838527,4.903041762934376,4.858789288531438,2.4359732737242092,0.35694050991501414,630,1.478186968838527,1.8664197900878956,0.3162650602409639,1660,0.9405099150141643
Sherilyn,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jerilyn,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Georgeann,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Annalee,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Nisha,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jessalyn,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Lilyann,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Maylee,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Shaylee,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jaylee,2015-2025,M,41,1,0,-0.0,1.0,1.0,0.0,Jaylee,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Kenisha,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Tanisha,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Janine,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Janelle,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Janae,2015-2025,M,5,1,0,-0.0,1.0,1.0,0.0,Jinay,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Chanel,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Cadence,2015-2025,M,3192,9,5,2.30588643427856,4.944711791729253,4.226537818249396,0.6958020050125313,Cadence,0.3041979949874687,2221,2.43859649122807,6.9213928164366285,6.905107238851748,4.944711791729253,0.6958020050125313,2221,2.43859649122807,4.310550261084403,0.6846378694381292,3079,0.9645989974937343
Maisie,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jamir,2015-2025,M,9891,19,11,2.4454247282321337,5.446859781013631,3.278759806053172,0.5025781013042159,Jamir,0.49742189869578407,4971,2.7441108078050753,11.80144065188278,11.785159582807788,5.446859781013631,0.502578101304216,4971,2.7441108078050753,4.85795372846543,0.49047224523612265,9656,0.9762410271964412
Emmalyn,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Marilee,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Macy,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Journey,2015-2025,M,1336,5,2,0.766452982261181,1.7010823478665344,1.3579260332250986,0.14970059880239517,Journey,0.8502994011976048,200,1.1991017964071857,3.606203885085396,3.5810577158395778,1.7010823478665344,0.1497005988023952,200,1.1991017964071857,1.4315874541308569,0.11595330739299614,1285,0.9618263473053892
Jacqueline,2015-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kaylin,2025-2025,ALL,1457,37,4,4.601274024285279,24.272890660654618,18.635377254970813,0.9080301990391215,Kaylynn,0.09196980096087852,1323,9.711050102951269,27.682705279835137,27.38328749273818,15.368650727616739,0.8592999313658202,1252,6.400137268359643,3.994922592504686,0.7403100775193798,516,0.35415236787920384
Shaelyn,2025-2025,ALL,103,11,0,3.3194783161581602,9.983033836643347,9.106437768240344,0.8252427184466019,Shaelyn,0.17475728155339806,85,4.640776699029126,11.0,10.979919352889988,8.220921795797972,0.7766990291262136,80,4.155339805825243,0.0,0.0,0,0.0
Shante,2025-2025,ALL,6,1,0,-0.0,1.0,1.0,0.0,Chante,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Charisse,2025-2025,ALL,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kamiyah,2025-2025,ALL,75,5,0,1.9294989727389642,3.8092288719772713,3.1407035175879394,0.52,Kamaiyah,0.48,39,2.0,,4.997982862444981,3.8092288719772713,0.52,39,2.0,0.0,0.0,0,0.0
Kayson,2025-2025,ALL,6037,35,12,3.787530397383594,13.80893734495742,9.691151744961358,0.782342222958423,Kayson,0.21765777704157693,4723,5.668378333609408,18.49009120612617,18.44537973617146,13.71084492453524,0.7815139970183866,4718,5.6460162332284245,9.632105219401904,0.7590317256556024,5453,0.9032632102037436
Kaliyah,2025-2025,ALL,1084,13,1,1.608411682137502,3.049159633497965,1.8299404480103654,0.27029520295202947,Kaliyah,0.7297047970479705,293,1.8837638376383763,9.088870612007256,8.944740768104289,3.049159633497965,0.2702952029520295,293,1.8837638376383763,1.0,0.0,791,0.7297047970479705
Daylen,2025-2025,ALL,655,16,3,3.302972950527905,9.86947231138631,7.815659555863225,0.8106870229007633,Daylen,0.18931297709923664,531,4.256488549618321,14.01841464240664,13.793611346483823,7.123782222016809,0.7038167938931298,461,3.288549618320611,2.9871708240439085,0.6436781609195402,348,0.5312977099236641
Denisha,2025-2025,ALL,16,1,0,-0.0,1.0,1.0,0.0,Danisha,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Shani,2025-2025,ALL,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jaylen,2025-2025,ALL,2704,23,6,2.991410164087137,7.95250935607563,4.844247154385362,0.6516272189349113,Jaylen,0.34837278106508873,1762,3.720044378698225,14.93911711902755,14.852194435612043,5.441617779806083,0.6198224852071006,1676,2.8849852071005917,4.134666859996382,0.5764388489208634,2224,0.8224852071005917
Janiece,2025-2025,ALL,20,2,0,1.0,2.0,2.0,0.5,Janiece,0.5,10,1.5,,2.0,2.0,0.5,10,1.5,0.0,0.0,0,0.0
Makiyah,2025-2025,ALL,67,5,0,2.1611582351813725,4.472737948066485,4.122130394857668,0.6716417910447761,Makaiah,0.3283582089552239,45,2.3582089552238807,,4.999899632481752,3.4125243664107527,0.6417910447761194,43,2.0597014925373136,0.0,0.0,0,0.0
Keshawn,2025-2025,ALL,121,7,0,2.456404450327248,5.4884715966139845,4.5882168599185205,0.6611570247933884,Keshawn,0.33884297520661155,80,2.6611570247933884,6.999983810406588,6.989985144075514,5.4884715966139845,0.6611570247933884,80,2.6611570247933884,0.0,0.0,0,0.0
Kian,2025-2025,ALL,961,3,2,0.7007223922530826,1.625318425185346,1.384977497439312,0.16441207075962538,Kian,0.8355879292403746,158,1.174817898022893,2.6685491661693725,2.6486718132061218,1.623490470784691,0.16441207075962538,158,1.1748178980228927,1.5408658555292456,0.1556256572029443,951,0.9895941727367326
Kiana,2025-2025,ALL,618,12,2,1.9188537026309653,3.7812250101365388,2.450807258913217,0.4077669902912622,Kiana,0.5922330097087378,252,2.08252427184466,9.567690014171673,9.334385451933047,3.781225010136539,0.4077669902912621,252,2.08252427184466,1.8085158948670625,0.27952755905511806,508,0.8220064724919094
Caitlin,2025-2025,ALL,902,12,2,2.62950421808284,6.1881330578100995,4.404335022303061,0.623059866962306,Kaitlyn,0.376940133037694,562,2.8713968957871394,10.351621749581529,10.24198561652788,6.1881330578100995,0.623059866962306,562,2.871396895787139,1.9587127557299555,0.3982300884955752,565,0.6263858093126385
Michaela,2025-2025,ALL,1858,21,5,2.9311389067290103,7.6271226877393365,5.646622001805787,0.7147470398277718,Makayla,0.2852529601722282,1328,3.47470398277718,12.650661277538706,12.5222688028648,7.6271226877393365,0.7147470398277718,1328,3.47470398277718,4.672194202793434,0.6752450980392157,1632,0.8783638320775027
Kaylee,2025-2025,ALL,2975,35,5,3.339596163215702,10.123218680674972,4.981785402091751,0.5949579831932773,Kaylee,0.4050420168067227,1770,5.001008403361345,19.618953371301714,19.482107452205963,9.932242050885112,0.5912605042016806,1759,4.930084033613444,3.5974011781288113,0.45326678765880213,2204,0.7408403361344538
Carly,2025-2025,ALL,998,12,3,3.3653419092256183,10.305495081173097,8.524512153372132,0.751503006012024,Carly,0.24849699398797595,750,4.8667334669338675,11.97342224683113,11.965057116705143,10.305495081173097,0.751503006012024,750,4.8667334669338675,2.721590029837419,0.4513274336283186,452,0.4529058116232465
Hailey,2025-2025,ALL,3620,12,6,1.682568780907116,3.209989950924637,1.938954393349518,0.29254143646408837,Hailey,0.7074585635359116,1059,1.9215469613259668,8.394658945846723,8.368441896411293,3.2084546567440424,0.2925414364640884,1059,1.9215469613259668,2.7063041723830557,0.2672389127324749,3495,0.9654696132596685
Christy,2025-2025,ALL,115,7,0,2.585585019874313,6.002589543025488,5.317651789304382,0.7043478260869565,Christy,0.2956521739130435,81,2.9391304347826086,6.999980422562308,6.987520590596258,6.002589543025488,0.7043478260869566,81,2.9391304347826086,0.0,0.0,0,0.0
Taylin,2025-2025,ALL,669,10,2,2.8808886810733747,7.366037189335141,6.1641577258391065,0.7339312406576981,Taylen,0.26606875934230195,491,3.3423019431988044,9.537596484257142,9.483993669456126,5.639313407982469,0.6621823617339312,443,2.893871449925262,1.9801445319652986,0.4294871794871795,312,0.4663677130044843
Cambrie,2025-2025,ALL,398,8,0,2.808557097697804,7.005835423535584,6.410522055847835,0.7537688442211055,Cambrie,0.24623115577889448,300,3.4020100502512562,7.946489243328867,7.920742160832003,7.005835423535584,0.7537688442211056,300,3.4020100502512562,0.0,0.0,0,0.0
Maylin,2025-2025,ALL,624,9,3,2.2524642006786837,4.764960321564557,3.7536005552663547,0.625,Maelynn,0.375,390,2.363782051282051,8.335078910772186,8.218254136745927,4.311641465224059,0.6105769230769231,381,2.2083333333333335,2.9035408139581294,0.5642458100558659,537,0.8605769230769231
Braylen,2025-2025,ALL,1613,14,4,2.8946131619186004,7.436445296898718,5.897630084664121,0.7544947303161811,Braylen,0.24550526968381897,1217,3.3552386856788594,11.3340061009943,11.25538777461488,4.816999052766576,0.5716057036577805,922,2.4091754494730315,3.9532286352846695,0.6920684292379471,1286,0.7972721636701798
Raylee,2025-2025,ALL,588,14,2,2.663432479607739,6.335385813747034,4.503751563151313,0.6615646258503401,Raylee,0.33843537414965985,389,2.965986394557823,11.741728178896109,11.463266167521537,6.113999185402333,0.6343537414965986,373,2.938775510204082,1.9912815351391484,0.45329670329670335,364,0.6190476190476191
Chantel,2025-2025,ALL,37,3,0,1.5363093698739705,2.900515582316754,2.8226804123711338,0.5945945945945945,Chantelle,0.40540540540540543,22,1.810810810810811,,2.9999999999737197,2.900515582316754,0.5945945945945946,22,1.8108108108108107,0.0,0.0,0,0.0
Jaycee,2025-2025,ALL,628,11,1,2.695570056559632,6.478096937238622,4.52742509470784,0.5939490445859872,Jaycee,0.40605095541401276,373,3.022292993630573,10.28644622850828,10.172252557795652,5.959048422651662,0.5939490445859873,373,3.022292993630573,1.0,0.0,255,0.40605095541401276
Lakeisha,2025-2025,ALL,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Deshawn,2025-2025,ALL,267,9,1,2.6292482160368458,6.187035088985434,4.699650603203902,0.6254681647940075,Deshawn,0.37453183520599254,167,2.8876404494382024,8.905969441515607,8.813336560164768,6.187035088985434,0.6254681647940075,167,2.8876404494382024,1.0,0.0,100,0.37453183520599254
Jerrell,2025-2025,ALL,85,7,0,2.616825543945577,6.133988849079391,5.494296577946768,0.7294117647058824,Jarell,0.27058823529411763,62,3.0,,6.996991703967995,6.133988849079391,0.7294117647058823,62,3.0,0.0,0.0,0,0.0
Annalise,2025-2025,ALL,1254,11,2,1.8797362811044922,3.6800778374709293,2.414953052868889,0.39074960127591707,Annalise,0.6092503987240829,490,1.9681020733652312,8.307638358481386,8.21201227983878,3.6800778374709293,0.39074960127591707,490,1.9681020733652312,1.711196997521422,0.2282828282828283,990,0.7894736842105263
Aaliyah,2025-2025,ALL,5501,27,7,2.492469567150043,5.627404104293403,3.4806304034395685,0.5260861661516087,Aaliyah,0.4739138338483912,2894,2.7725868023995637,11.39998221917387,11.362584275894761,5.627404104293403,0.5260861661516087,2894,2.7725868023995637,4.236156867932051,0.49875024033839643,5201,0.9454644610070896
Riley,2025-2025,ALL,10354,21,5,1.8505222951488636,3.6063071961969735,2.46883335353746,0.41017964071856283,Riley,0.5898203592814372,4247,1.9361599381881398,7.613681869774862,7.600229119888638,3.3820382306788432,0.4101796407185629,4247,1.9096967355611358,2.94545178372911,0.3881374611762348,9981,0.9639752752559397
Jayden,2025-2025,ALL,6624,23,4,1.6691112527301606,3.180186232863316,1.8958037150296627,0.2877415458937198,Jayden,0.7122584541062802,1906,1.9693538647342994,9.392839905415617,9.361415696407631,3.0661997830875816,0.2877415458937198,1906,1.897644927536232,2.1253573389447493,0.22996572547739513,6127,0.924969806763285
Kayden,2025-2025,ALL,8910,33,6,2.8881391458804275,7.403149413079883,5.393836244674996,0.6930415263748597,Kayden,0.3069584736251403,6175,3.4344556677890012,11.776789728652943,11.750573003499152,7.347566653809176,0.6930415263748597,6175,3.4231200897867566,5.214949865756198,0.6696061850688573,8278,0.9290684624017957
Mackenzie,2025-2025,ALL,2424,9,3,1.516047277544117,2.8600636963227735,2.328432448711903,0.4051155115511551,Mackenzie,0.5948844884488449,982,1.6476897689768977,4.649279971645865,4.621650895416869,2.820826585816032,0.4051155115511551,982,1.6476897689768977,2.557998173225574,0.39309764309764306,2376,0.9801980198019802
Brittany,2025-2025,ALL,470,5,2,1.4844424204598412,2.798090103212034,2.250545061841595,0.40212765957446805,Brittany,0.597872340425532,189,1.5957446808510638,4.759204005326069,4.713776263201794,2.798090103212034,0.4021276595744681,189,1.5957446808510638,1.8757899116405385,0.3228915662650602,415,0.8829787234042553
Sherry,2025-2025,ALL,46,4,0,1.737020858736819,3.3334610240500258,2.88283378746594,0.5,Sherry,0.5,23,1.8478260869565217,,3.999989088333757,3.3334610240500258,0.5,23,1.8478260869565217,0.0,0.0,0,0.0
Kira,2025-2025,ALL,1541,6,3,1.621652583712595,3.077273310995176,2.607347669267045,0.4802076573653472,Kira,0.5197923426346528,740,1.7066839714471123,4.823053507893858,4.7942744586394,3.077273310995176,0.48020765736534715,740,1.7066839714471123,2.662652328542414,0.4620550705171256,1489,0.9662556781310837
Katherine,2025-2025,ALL,3127,8,3,1.6078351845538559,3.0479414398085107,2.51885808464725,0.46594179724976015,Katherine,0.5340582027502399,1457,1.6913975055964183,5.226180660389069,5.20332758874854,3.0479414398085107,0.46594179724976015,1457,1.6913975055964183,2.595290061830194,0.4475686404234205,3023,0.9667412855772306
Kristen,2025-2025,ALL,177,5,1,1.6959892353042487,3.2399897191947304,2.44930028926589,0.4011299435028248,Kristen,0.5988700564971752,71,1.7909604519774012,4.985551982927085,4.9429994108991435,2.811742209404814,0.4011299435028249,71,1.6384180790960452,1.0,0.0,106,0.5988700564971752
Carrie,2025-2025,ALL,332,9,1,2.5229694597881047,5.747639033912219,4.572471583838048,0.6596385542168675,Kari,0.34036144578313254,219,2.6957831325301203,8.715842342691273,8.583098258429992,4.069739931562474,0.5632530120481928,187,2.11144578313253,1.0,0.0,113,0.34036144578313254
Megan,2025-2025,ALL,403,2,2,0.8161573496551067,1.7607100510840357,1.607930300480174,0.25310173697270466,Megan,0.7468982630272953,102,1.2531017369727047,1.9999999999999987,1.9999999999997882,1.7607100510840357,0.2531017369727047,102,1.2531017369727047,1.7607100510840357,0.25310173697270466,403,1.0
Jocelyn,2025-2025,ALL,1196,14,2,1.8872579903448994,3.6993145842760957,2.1863246191093393,0.3411371237458194,Jocelyn,0.6588628762541806,408,2.091973244147157,9.76790330373428,9.634560850702584,3.699314584276096,0.3411371237458194,408,2.091973244147157,1.5331796686202563,0.15268817204301077,930,0.7775919732441472
Madelyn,2025-2025,ALL,5462,14,6,1.9225499706088784,3.7909251477432857,2.4311448547332506,0.38447455144635667,Madelyn,0.6155254485536433,2100,2.030391797876236,7.775811348469073,7.759830374119266,3.7909251477432857,0.38447455144635667,2100,2.030391797876236,3.3667241988291368,0.37111859334081554,5346,0.9787623581105822
Adalyn,2025-2025,ALL,5329,18,6,2.802315352368475,6.97559051333617,5.095113358043771,0.6841808969787952,Adalynn,0.31581910302120475,3646,3.159692249953087,11.907819253308928,11.873223819976214,6.97559051333617,0.6841808969787952,3646,3.159692249953087,4.737675085210545,0.6501766784452296,4811,0.9027960217676863
Crystal,2025-2025,ALL,358,6,1,1.7596191483832109,3.3860872510648106,2.5599009307713816,0.43575418994413406,Crystal,0.5642458100558659,156,1.8044692737430168,5.907262011475107,5.852317095379961,3.3860872510648106,0.43575418994413406,156,1.8044692737430168,1.0,0.0,202,0.5642458100558659
Kelsey,2025-2025,ALL,563,10,1,1.9328264322355597,3.8180246899872423,2.4011165905354934,0.3801065719360568,Kelsey,0.6198934280639432,214,2.060390763765542,8.728557623424928,8.561353087290701,3.7721604854121207,0.38010657193605685,214,2.060390763765542,1.0,0.0,349,0.6198934280639432
Casey,2025-2025,ALL,2397,11,5,2.0587925599800267,4.166374604685677,2.891054280143405,0.45765540258656656,Casey,0.5423445974134334,1097,2.1072173550271174,7.6483897176899545,7.61060492633082,3.5304339707124757,0.45765540258656656,1097,2.07717980809345,3.486935559198807,0.43576388888888884,2304,0.9612015018773467
Aidan,2025-2025,ALL,8473,22,6,1.983698938080999,3.9550582369771075,2.489486826791476,0.40127463708249733,Aiden,0.5987253629175027,3400,2.1275817302018174,9.355930818138628,9.33554203815282,3.939891457184392,0.40127463708249733,3400,2.123923049687242,3.067692684934163,0.3703611766166067,8057,0.9509028679334356
Muhammad,2025-2025,ALL,3216,8,4,2.0901631753692724,4.25796229747661,3.426526831362758,0.5419776119402986,Muhammad,0.45802238805970147,1743,2.1943407960199006,6.3275220766564475,6.312742880322245,4.25796229747661,0.5419776119402985,1743,2.1943407960199006,3.5272970492598796,0.5179973821989529,3056,0.9502487562189055
Alistair,2025-2025,ALL,529,8,1,2.164836580520471,4.484156346133404,3.218894141734819,0.499054820415879,Alistair,0.500945179584121,264,2.219281663516068,7.573010079791313,7.491873364465179,4.484156346133404,0.499054820415879,264,2.219281663516068,1.0,0.0,265,0.500945179584121
Kane,2025-2025,ALL,1238,8,3,2.0491783265744528,4.138701865170133,2.7971427111393385,0.438610662358643,Kane,0.561389337641357,543,2.133279483037157,7.488486238633601,7.45599188653475,4.138701865170133,0.438610662358643,543,2.133279483037157,2.2866802371249144,0.3091451292246521,1006,0.8126009693053312
Reese,2025-2025,ALL,3821,5,3,1.4849782037310424,2.7991294415607033,2.487026361212991,0.44883538340748497,Reese,0.551164616592515,1715,1.6760010468463753,3.501911369344919,3.496320570816076,2.213741932725979,0.36953677047893224,1412,1.5174038209892697,2.7069797027732534,0.4456435904185312,3799,0.9942423449358807
Shay,2025-2025,ALL,696,4,3,1.6011542561477756,3.0338594603776254,2.74236025407321,0.5517241379310345,Shea,0.4482758620689655,384,1.7557471264367817,3.9496674257678017,3.9372023264648157,2.971635728634137,0.5517241379310345,384,1.7557471264367817,2.751772270061244,0.5391432791728212,677,0.9727011494252874
Blaze,2025-2025,ALL,712,4,2,1.5710011562791497,2.971108222579661,2.587373041392334,0.5042134831460674,Blaze,0.4957865168539326,359,1.699438202247191,3.99627347330028,3.994368489811766,2.926582576365117,0.48174157303370785,343,1.6769662921348314,1.974683897375151,0.4203612479474549,609,0.8553370786516854
Darryl,2025-2025,ALL,435,6,1,2.4227893522390946,5.36206739422949,5.045865443588171,0.7402298850574713,Daryl,0.2597701149425287,322,2.7724137931034485,5.989291859654857,5.9814316887119965,5.36206739422949,0.7402298850574712,322,2.7724137931034485,1.0,0.0,113,0.2597701149425287
Tory,2025-2025,ALL,264,6,1,1.5429856402696913,2.913969223731241,2.102950938386338,0.34090909090909094,Tori,0.6590909090909091,90,1.6401515151515151,5.833396171455434,5.705729382946131,2.388556036371065,0.2765151515151515,73,1.5075757575757576,1.0,0.0,174,0.6590909090909091
Jeri,2025-2025,ALL,283,4,1,0.49830458254374754,1.4125525917607773,1.1642027531870975,0.0742049469964664,Jerry,0.9257950530035336,21,1.1413427561837457,3.8547215932613486,3.7441461358316683,1.1723692249043711,0.04946996466431095,14,1.0494699646643109,1.0,0.0,262,0.9257950530035336
Terri,2025-2025,ALL,228,3,1,0.6077986688766106,1.5239321475676828,1.2613189692822826,0.11403508771929827,Terry,0.8859649122807017,26,1.144736842105263,2.983666984823914,2.95560098319108,1.1731769785187034,0.07456140350877193,17,1.105263157894737,1.0,0.0,202,0.8859649122807017
Shawn,2025-2025,ALL,1114,3,2,1.2703657074303099,2.412227051089192,2.1999028565148175,0.44075403949730696,Sean,0.559245960502693,491,1.511669658886894,2.9995549284238523,2.999360977874363,2.4033300989189312,0.4353680430879713,485,1.5062836624775584,1.9585812833050327,0.3980676328502415,1035,0.9290843806104129
Lindsey,2025-2025,ALL,279,6,1,1.5800482841319987,2.9897985582033737,2.3367956530875684,0.4229390681003584,Lindsey,0.5770609318996416,118,1.6774193548387097,5.82185394064605,5.69696470471223,2.9897985582033737,0.4229390681003584,118,1.6774193548387097,1.0,0.0,161,0.5770609318996416
Bailey,2025-2025,ALL,2275,12,3,1.6033328682876815,3.0384443490434463,1.9645948735390208,0.3037362637362637,Bailey,0.6962637362637363,691,1.756043956043956,7.578042781552629,7.528853654338576,2.985087144701165,0.3037362637362637,691,1.7534065934065934,2.0220940004457972,0.2329297820823245,2065,0.9076923076923077
Jamie,2025-2025,ALL,1379,8,2,1.4126093806524,2.662182325182989,2.140747511839938,0.4024655547498187,Jamie,0.5975344452501813,555,1.5815808556925308,5.77546033449642,5.711513605257341,2.4159231233508653,0.4024655547498187,555,1.5605511240029006,1.9173262885961773,0.35574667709147767,1279,0.9274836838288615
Lori,2025-2025,ALL,208,6,1,1.6722268120352515,3.1870613968198995,2.4374084507042255,0.4326923076923077,Lori,0.5673076923076923,90,1.783653846153846,5.972236003700673,5.895191715375685,3.1870613968198995,0.4326923076923077,90,1.7836538461538463,1.0,0.0,118,0.5673076923076923
Nikki,2025-2025,ALL,65,3,0,1.2174338506303732,2.3253273877987093,1.9479022591055781,0.32307692307692304,Nikki,0.676923076923077,21,1.4461538461538463,,2.999998022144159,1.6013544394507753,0.2,13,1.1999999999999997,0.0,0.0,0,0.0
Vicki,2025-2025,ALL,35,1,0,-0.0,1.0,1.0,0.0,Vicky,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Cory,2025-2025,ALL,1122,11,4,2.6652347495047928,6.343305165885678,4.932428514336314,0.6871657754010696,Corey,0.31283422459893045,771,2.905525846702317,9.538753825160978,9.48453365325159,4.188609744728351,0.4768270944741533,535,2.164884135472371,3.653222560028156,0.6176470588235294,918,0.8181818181818182
Cody,2025-2025,ALL,1741,8,3,1.6941942656539355,3.2359611014511898,2.278006290466223,0.3693279724296381,Cody,0.6306720275703619,643,1.7673750717978174,6.282147562582022,6.254497326497673,2.5267274115529066,0.28374497415278577,494,1.5485353245261344,2.281600224509111,0.30462317922735904,1579,0.9069500287191269
Sydney,2025-2025,ALL,1175,5,2,0.9556051776083765,1.9393929943169146,1.603902689503027,0.24,Sydney,0.76,282,1.2876595744680852,3.776634655325715,3.729868544230562,1.61898083423668,0.1327659574468085,156,1.1804255319148935,1.6924117998712898,0.21940559440559437,1144,0.9736170212765958
Annabel,2025-2025,ALL,1092,5,1,1.0201520269212054,2.02813266692048,1.477965563912011,0.18406593406593408,Annabelle,0.8159340659340659,201,1.3534798534798536,4.825445155681299,4.804729616437897,2.02813266692048,0.18406593406593408,201,1.3534798534798536,1.0,0.0,891,0.8159340659340659
Isabel,2025-2025,ALL,3904,10,2,1.5537509602482067,2.9357944479593185,2.381174350236552,0.532530737704918,Isabelle,0.46746926229508196,2079,1.7748463114754098,6.4092441182220155,6.382832770628525,2.9357944479593185,0.532530737704918,2079,1.7748463114754098,1.999510608105602,0.4889386726407169,3571,0.914702868852459
Eleanor,2025-2025,ALL,8318,13,4,0.6425592530145763,1.561095993581357,1.1796462932687939,0.07982688146188988,Eleanor,0.9201731185381101,664,1.2904544361625392,5.845636251145123,5.828450427734168,1.561017903632278,0.07982688146188988,664,1.290454436162539,1.3017707895293924,0.05260552048520861,8079,0.9712671315220005
Rachel,2025-2025,ALL,1287,4,1,0.3440377391069343,1.2693040890009348,1.1026016534008947,0.048174048174048134,Rachel,0.9518259518259519,62,1.0777000777000778,3.179793376534941,3.1488361167960264,1.2693040890009348,0.048174048174048176,62,1.0777000777000778,1.0,0.0,1225,0.9518259518259519
Sofia,2025-2025,ALL,20889,4,2,0.994218553718721,1.9920012513909513,1.928177630088362,0.39815213748863043,Sophia,0.6018478625113696,8317,1.4010723347216238,2.2410275731680493,2.2405164968232802,1.9919848765722494,0.3981521374886304,8317,1.4010723347216236,1.9573302314275467,0.39653434454951275,20833,0.9973191631959405
Lee,2025-2025,ALL,418,2,1,0.38126936832518915,1.3024873567499902,1.1591852982153519,0.07416267942583732,Lee,0.9258373205741627,31,1.0741626794258372,1.9998562155009836,1.9995497348603544,1.087535483599303,0.050239234449760764,21,1.0502392344497609,1.0,0.0,387,0.9258373205741627
Zachary,2025-2025,ALL,1868,7,2,0.7581008605392423,1.691262808831826,1.2800659727979598,0.11884368308351179,Zachary,0.8811563169164882,222,1.2376873661670236,4.998540312965249,4.959855134556562,1.691262808831826,0.11884368308351177,222,1.2376873661670236,1.2747214947689098,0.06583427922814988,1762,0.943254817987152
Nicholas,2025-2025,ALL,5680,6,4,1.3994839558555325,2.6380720287902895,2.2844602829461085,0.45017605633802815,Nicholas,0.5498239436619718,2557,1.56443661971831,4.064865896499836,4.060979543597743,2.6358483119312948,0.45017605633802815,2557,1.56443661971831,2.602660031089063,0.44910919033339214,5669,0.9980633802816902
Michael,2025-2025,ALL,8528,10,3,0.3869731609918867,1.3076470216523637,1.10566340579091,0.04936679174484049,Michael,0.9506332082551595,421,1.1070590994371483,3.73310272042606,3.7247217908444124,1.3075460285500646,0.04936679174484052,421,1.1070590994371483,1.198459891352861,0.03637228099370027,8413,0.986515009380863
Christopher,2025-2025,ALL,5209,8,3,0.6324897672705446,1.5502380486552885,1.2007500284215662,0.08850067191399502,Christopher,0.911499328086005,461,1.2092532155884046,4.975459114952538,4.959173208052417,1.5502380486552885,0.08850067191399501,461,1.2092532155884046,1.30290002376988,0.059056678557273035,5046,0.968708005375312
Stephanie,2025-2025,ALL,690,6,1,1.1502815928945103,2.219572129756975,1.5781936792696751,0.21304347826086956,Stephanie,0.7869565217391304,147,1.4260869565217391,5.38085306794525,5.313313664035379,2.219572129756975,0.21304347826086956,147,1.4260869565217391,1.0,0.0,543,0.7869565217391304
Tyreek,2025-2025,ALL,90,5,0,2.098879468307655,4.283765385483842,3.8979788257940324,0.6555555555555556,Tyriq,0.34444444444444444,59,2.2666666666666666,,4.998900894638874,4.283765385483842,0.6555555555555556,59,2.2666666666666666,0.0,0.0,0,0.0
Rashawn,2025-2025,ALL,54,3,0,1.2486545206672304,2.376197118744882,1.9972602739726029,0.33333333333333337,Rashawn,0.6666666666666666,18,1.4814814814814814,,2.9999998899794083,2.376197118744882,0.3333333333333333,18,1.4814814814814814,0.0,0.0,0,0.0
Tyesha,2025-2025,ALL,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Akilah,2025-2025,ALL,37,3,0,1.5650698550436721,2.9589182853393776,2.918976545842217,0.5945945945945945,Akeelah,0.40540540540540543,22,1.864864864864865,,2.999999999999979,2.9589182853393776,0.5945945945945946,22,1.864864864864865,0.0,0.0,0,0.0
Myesha,2025-2025,ALL,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Deonte,2025-2025,ALL,131,5,0,1.959026439954765,3.8879952057056446,3.339365635337614,0.5648854961832062,Deonte,0.4351145038167939,74,2.030534351145038,4.999429066885216,4.979557173348096,3.8879952057056446,0.5648854961832062,74,2.030534351145038,0.0,0.0,0,0.0
Devonte,2025-2025,ALL,244,7,0,2.430246430408758,5.389854883656808,4.590993214065392,0.6598360655737705,Devonte,0.3401639344262295,161,2.610655737704918,6.929892453870298,6.870426608579566,5.38985488365681,0.6598360655737705,161,2.610655737704918,0.0,0.0,0,0.0
Trevon,2025-2025,ALL,140,2,1,0.7755126581331477,1.7117982265901004,1.544766708701135,0.22857142857142854,Trevon,0.7714285714285715,32,1.2285714285714286,2.0,1.999999999994635,1.7117982265901004,0.22857142857142856,32,1.2285714285714286,1.0,0.0,108,0.7714285714285715
Sherilyn,2025-2025,ALL,5,1,0,-0.0,1.0,1.0,0.0,Cherilyn,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Jerilyn,2025-2025,ALL,13,2,0,0.9957274520849255,1.9940857527753038,1.988235294117647,0.46153846153846156,Jerilyn,0.5384615384615384,6,1.4615384615384617,,2.0,1.9940857527753035,0.46153846153846156,6,1.4615384615384615,0.0,0.0,0,0.0
Georgeann,2025-2025,ALL,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Annalee,2025-2025,ALL,514,9,1,2.6176170145083972,6.137354912881849,4.82479272435078,0.632295719844358,Annalee,0.36770428015564205,325,2.8988326848249026,8.475473289410495,8.395787003338127,6.137354912881849,0.632295719844358,325,2.8988326848249026,1.0,0.0,189,0.36770428015564205
Nisha,2025-2025,ALL,25,2,0,0.9988455359952018,1.9984002132308607,1.996805111821086,0.48,Nisha,0.52,12,1.48,,2.0,1.9984002132308607,0.48,12,1.48,0.0,0.0,0,0.0
Jessalyn,2025-2025,ALL,49,3,0,1.4306893562125826,2.695754945993652,2.4525025536261493,0.44897959183673475,Jessalyn,0.5510204081632653,22,1.6326530612244898,,2.9999999984639594,2.6957549459936523,0.4489795918367347,22,1.6326530612244898,0.0,0.0,0,0.0
Lilyann,2025-2025,ALL,204,4,0,1.8608320112654533,3.6321707129705896,3.3070565797838523,0.5588235294117647,Lilyann,0.4411764705882353,114,2.0392156862745097,3.9999999991848028,3.9999996123938315,3.6321707129705887,0.5588235294117647,114,2.0392156862745097,0.0,0.0,0,0.0
Maylee,2025-2025,ALL,789,17,1,3.418443626840225,10.691879860773355,7.155167063204717,0.6894803548795945,Maylee,0.3105196451204056,544,4.76299112801014,15.373485363045985,15.218766313355628,10.691879860773355,0.6894803548795945,544,4.76299112801014,1.0,0.0,245,0.3105196451204056
Shaylee,2025-2025,ALL,74,4,0,1.3794811858541636,2.601747916192841,2.0058608058608063,0.32432432432432434,Shaylee,0.6756756756756757,24,1.5405405405405406,,3.9988716535037874,2.601747916192841,0.32432432432432434,24,1.5405405405405406,0.0,0.0,0,0.0
Jaylee,2025-2025,ALL,369,15,1,2.923112374172205,7.584806492559263,4.135992223808511,0.5365853658536586,Jaylee,0.4634146341463415,198,3.899728997289973,14.170601051869133,13.890203752293589,7.584806492559266,0.5365853658536586,198,3.899728997289973,1.0,0.0,171,0.4634146341463415
Kenisha,2025-2025,ALL,9,1,0,-0.0,1.0,1.0,0.0,Kenisha,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Tanisha,2025-2025,ALL,17,1,0,-0.0,1.0,1.0,0.0,Tanisha,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Janine,2025-2025,ALL,45,4,0,1.8294732983598407,3.5540729605851955,3.169014084507042,0.5333333333333333,Janine,0.4666666666666667,24,2.0,,3.9999993897618347,3.5540729605851955,0.5333333333333333,24,2.0,0.0,0.0,0,0.0
Janelle,2025-2025,ALL,406,7,1,1.034489979926707,2.048389373537667,1.4149255781215129,0.16256157635467983,Janelle,0.8374384236453202,66,1.4482758620689655,6.470115255732616,6.306327793286363,2.048389373537667,0.1625615763546798,66,1.4482758620689655,1.0,0.0,340,0.8374384236453202
Janae,2025-2025,ALL,177,6,1,1.5884258974181509,3.0072105825237063,2.014079074252652,0.3107344632768362,Janae,0.6892655367231638,55,1.7909604519774012,5.985097001853417,5.93633181193619,3.0072105825237063,0.3107344632768362,55,1.7909604519774012,1.0,0.0,122,0.6892655367231638
Chanel,2025-2025,ALL,226,6,1,1.343106414505114,2.536969920971137,1.721469497809235,0.24778761061946908,Chanel,0.7522123893805309,56,1.579646017699115,5.929841548257235,5.83764408729901,2.536969920971137,0.24778761061946902,56,1.579646017699115,1.0,0.0,170,0.7522123893805309
Cadence,2025-2025,ALL,884,11,3,2.33055729225619,5.029996137711711,3.9603085312332125,0.6368778280542986,Cadence,0.36312217194570134,563,2.4536199095022626,8.758005844566018,8.627720376779138,4.907508248598773,0.6368778280542986,563,2.409502262443439,2.937179954271113,0.5685483870967742,744,0.8416289592760181
Maisie,2025-2025,ALL,2711,14,6,2.4827090790305792,5.589460653146024,3.5184279501068763,0.5101438583548505,Maisie,0.4898561416451494,1383,2.7078568793803024,10.524020324663159,10.481159148048341,5.589460653146024,0.5101438583548507,1383,2.7078568793803024,3.950868757602188,0.4592833876221498,2456,0.9059387679822943
Jamir,2025-2025,ALL,1071,14,2,2.169348084160743,4.498200861109417,2.989881164943267,0.5378151260504201,Jamir,0.46218487394957986,576,2.4705882352941178,11.017034770346887,10.852801445945449,4.498200861109417,0.5378151260504201,576,2.4705882352941178,1.9775939406652348,0.42508710801393723,861,0.803921568627451
Emmalyn,2025-2025,ALL,619,14,2,2.928651155724742,7.613981981291783,5.306130644915595,0.6704361873990308,Emmalyn,0.3295638126009693,415,3.420032310177706,12.643315513021207,12.451761008640522,7.613981981291783,0.6704361873990307,415,3.420032310177706,1.9641943879117199,0.40524781341107874,343,0.5541195476575121
Marilee,2025-2025,ALL,36,4,0,1.9262025893247392,3.800535181215566,3.640449438202247,0.6388888888888888,Marilee,0.3611111111111111,23,2.1666666666666665,,3.999999679431994,3.800535181215566,0.6388888888888888,23,2.1666666666666665,0.0,0.0,0,0.0
Macy,2025-2025,ALL,1730,8,4,2.2386922572194203,4.719690503867292,3.7694809202223722,0.5936416184971098,Macie,0.40635838150289016,1027,2.3138728323699422,7.338646201944806,7.313457643472222,4.719690503867292,0.5936416184971098,1027,2.3138728323699422,3.4752475375779777,0.5533672172808133,1574,0.9098265895953758
Journey,2025-2025,ALL,2982,18,6,2.4506221126900964,5.466517766900566,3.8065347412832162,0.5952380952380952,Journee,0.40476190476190477,1775,2.5979208584842386,10.136105314012324,10.087567642301542,5.31799569769332,0.5717639168343394,1705,2.574446680080483,4.140615813191659,0.5678481919083422,2793,0.9366197183098591
Jacqueline,2025-2025,ALL,916,13,1,2.2152939658633843,4.643761781513939,2.675766002500191,0.4093886462882096,Jacqueline,0.5906113537117904,375,2.502183406113537,10.479329541165232,10.338724335868822,4.643761781513939,0.4093886462882096,375,2.502183406113537,1.0,0.0,541,0.5906113537117904
Kaylin,2025-2025,F,1004,25,4,3.8754092812224537,14.676227630959696,11.447702546164855,0.8665338645418327,Kaylynn,0.13346613545816732,870,6.062749003984064,19.136487436340015,18.863588982865313,14.676227630959696,0.8665338645418327,870,6.062749003984064,3.9888414508562517,0.7325349301397206,501,0.499003984063745
Shaelyn,2025-2025,F,98,10,0,3.194366504715778,9.153772930407964,8.424561403508772,0.8163265306122449,Shaelyn,0.1836734693877551,80,4.316326530612245,,9.990182916957938,9.153772930407964,0.8163265306122449,80,4.316326530612245,0.0,0.0,0,0.0
Shante,2025-2025,F,6,1,0,-0.0,1.0,1.0,0.0,Chante,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Charisse,2025-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kamiyah,2025-2025,F,75,5,0,1.9294989727389642,3.8092288719772713,3.1407035175879394,0.52,Kamaiyah,0.48,39,2.0,,4.997982862444981,3.8092288719772713,0.52,39,2.0,0.0,0.0,0,0.0
Kayson,2025-2025,F,53,7,0,2.695839032631021,6.479304826263286,5.9893390191897655,0.7358490566037736,Kaysen,0.2641509433962264,39,3.264150943396227,,6.999844765329354,6.479304826263286,0.7358490566037735,39,3.264150943396227,0.0,0.0,0,0.0
Kaliyah,2025-2025,F,1084,13,1,1.608411682137502,3.049159633497965,1.8299404480103654,0.27029520295202947,Kaliyah,0.7297047970479705,293,1.8837638376383763,9.088870612007256,8.944740768104289,3.049159633497965,0.2702952029520295,293,1.8837638376383763,1.0,0.0,791,0.7297047970479705
Daylen,2025-2025,F,263,9,0,2.585718870502936,6.003146478228989,4.847501576844908,0.6920152091254752,Daylin,0.30798479087452474,182,2.8098859315589353,8.804081296006723,8.659682521778818,6.003146478228989,0.6920152091254753,182,2.8098859315589353,0.0,0.0,0,0.0
Denisha,2025-2025,F,16,1,0,-0.0,1.0,1.0,0.0,Danisha,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Shani,2025-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jaylen,2025-2025,F,681,13,2,3.2543242779859223,9.542215564037468,8.11721772005671,0.8223201174743024,Jaelynn,0.1776798825256975,560,4.211453744493392,12.257147940221225,12.143768605471438,9.542215564037464,0.8223201174743024,560,4.211453744493392,1.9997175407208059,0.4915966386554622,238,0.34948604992657856
Janiece,2025-2025,F,20,2,0,1.0,2.0,2.0,0.5,Janiece,0.5,10,1.5,,2.0,2.0,0.5,10,1.5,0.0,0.0,0,0.0
Makiyah,2025-2025,F,56,4,0,1.9234268561571204,3.7932300131732632,3.6550116550116547,0.6785714285714286,Makaia,0.32142857142857145,38,2.1785714285714284,,3.9999984121649295,3.793230013173263,0.6785714285714286,38,2.1785714285714284,0.0,0.0,0,0.0
Keshawn,2025-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kian,2025-2025,F,6,1,0,-0.0,1.0,1.0,0.0,Kian,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Kiana,2025-2025,F,618,12,2,1.9188537026309653,3.7812250101365388,2.450807258913217,0.4077669902912622,Kiana,0.5922330097087378,252,2.08252427184466,9.567690014171673,9.334385451933047,3.781225010136539,0.4077669902912621,252,2.08252427184466,1.8085158948670625,0.27952755905511806,508,0.8220064724919094
Caitlin,2025-2025,F,902,12,2,2.62950421808284,6.1881330578100995,4.404335022303061,0.623059866962306,Kaitlyn,0.376940133037694,562,2.8713968957871394,10.351621749581529,10.24198561652788,6.1881330578100995,0.623059866962306,562,2.871396895787139,1.9587127557299555,0.3982300884955752,565,0.6263858093126385
Michaela,2025-2025,F,1858,21,5,2.9311389067290103,7.6271226877393365,5.646622001805787,0.7147470398277718,Makayla,0.2852529601722282,1328,3.47470398277718,12.650661277538706,12.5222688028648,7.6271226877393365,0.7147470398277718,1328,3.47470398277718,4.672194202793434,0.6752450980392157,1632,0.8783638320775027
Kaylee,2025-2025,F,2964,35,5,3.3244113619031457,10.01722751765286,4.946085264596794,0.593454790823212,Kaylee,0.4065452091767881,1759,4.944669365721997,19.440390397498415,19.30446902334387,10.01722751765286,0.5934547908232118,1759,4.944669365721997,3.5974011781288113,0.45326678765880213,2204,0.7435897435897436
Carly,2025-2025,F,998,12,3,3.3653419092256183,10.305495081173097,8.524512153372132,0.751503006012024,Carly,0.24849699398797595,750,4.8667334669338675,11.97342224683113,11.965057116705143,10.305495081173097,0.751503006012024,750,4.8667334669338675,2.721590029837419,0.4513274336283186,452,0.4529058116232465
Hailey,2025-2025,F,3615,12,6,1.6842048443687438,3.2136322495911664,1.9409495428643484,0.29294605809128627,Hailey,0.7070539419087137,1059,1.9228215767634855,8.39731194992144,8.371063718553184,3.2136322495911664,0.2929460580912863,1059,1.9228215767634855,2.708958997931806,0.26762177650429797,3490,0.9654218533886584
Christy,2025-2025,F,115,7,0,2.585585019874313,6.002589543025488,5.317651789304382,0.7043478260869565,Christy,0.2956521739130435,81,2.9391304347826086,6.999980422562308,6.987520590596258,6.002589543025488,0.7043478260869566,81,2.9391304347826086,0.0,0.0,0,0.0
Taylin,2025-2025,F,397,8,0,2.854412026924646,7.232086969151124,6.694516416769316,0.778337531486146,Taelynn,0.2216624685138539,309,3.5012594458438286,7.993460377743614,7.986889940829221,7.232086969151124,0.7783375314861462,309,3.5012594458438286,0.0,0.0,0,0.0
Cambrie,2025-2025,F,398,8,0,2.808557097697804,7.005835423535584,6.410522055847835,0.7537688442211055,Cambrie,0.24623115577889448,300,3.4020100502512562,7.946489243328867,7.920742160832003,7.005835423535584,0.7537688442211056,300,3.4020100502512562,0.0,0.0,0,0.0
Maylin,2025-2025,F,608,8,3,2.137698736942579,4.400595410768038,3.573359110681489,0.6151315789473684,Maelynn,0.3848684210526316,374,2.2286184210526314,7.469162003774211,7.368480420794385,4.400595410768038,0.6151315789473685,374,2.2286184210526314,2.9035408139581294,0.5642458100558659,537,0.8832236842105263
Braylen,2025-2025,F,733,10,2,2.213494733915752,4.6379740048464955,3.312979029085506,0.5566166439290587,Braelynn,0.4433833560709413,408,2.321964529331514,8.933793579206522,8.830181779777027,4.6379740048464955,0.5566166439290586,408,2.321964529331514,1.96624919855357,0.40801457194899815,549,0.7489768076398363
Raylee,2025-2025,F,572,14,2,2.6851825518959873,6.431621701845827,4.560437109723461,0.6520979020979021,Raylee,0.3479020979020979,373,2.993006993006993,11.832056184858667,11.5490293509804,6.431621701845827,0.6520979020979021,373,2.993006993006993,1.9793918766516216,0.42816091954022983,348,0.6083916083916084
Chantel,2025-2025,F,37,3,0,1.5363093698739705,2.900515582316754,2.8226804123711338,0.5945945945945945,Chantelle,0.40540540540540543,22,1.810810810810811,,2.9999999999737197,2.900515582316754,0.5945945945945946,22,1.8108108108108107,0.0,0.0,0,0.0
Jaycee,2025-2025,F,574,11,1,2.8173370689884947,7.048601624790104,5.2727971065518675,0.6498257839721254,Jaycee,0.3501742160278746,373,3.2125435540069684,10.407702170696702,10.293275417427992,7.048601624790104,0.6498257839721254,373,3.2125435540069684,1.0,0.0,201,0.3501742160278746
Lakeisha,2025-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Deshawn,2025-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jerrell,2025-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Annalise,2025-2025,F,1254,11,2,1.8797362811044922,3.6800778374709293,2.414953052868889,0.39074960127591707,Annalise,0.6092503987240829,490,1.9681020733652312,8.307638358481386,8.21201227983878,3.6800778374709293,0.39074960127591707,490,1.9681020733652312,1.711196997521422,0.2282828282828283,990,0.7894736842105263
Aaliyah,2025-2025,F,5501,27,7,2.492469567150043,5.627404104293403,3.4806304034395685,0.5260861661516087,Aaliyah,0.4739138338483912,2894,2.7725868023995637,11.39998221917387,11.362584275894761,5.627404104293403,0.5260861661516087,2894,2.7725868023995637,4.236156867932051,0.49875024033839643,5201,0.9454644610070896
Riley,2025-2025,F,8474,20,4,1.9715739079254502,3.921957516223741,2.8234174416102893,0.47592636299268354,Riley,0.5240736370073165,4033,2.0447250413028084,7.597389715976008,7.5805839142750004,3.921957516223741,0.4759263629926835,4033,2.0447250413028084,3.078516618821657,0.45132196688905357,8094,0.9551569506726457
Jayden,2025-2025,F,187,8,0,2.56936474198557,5.935480153062472,4.814677130662261,0.6524064171122994,Jayden,0.34759358288770054,122,2.7967914438502675,7.980747693033848,7.915932922781856,5.935480153062472,0.6524064171122995,122,2.7967914438502675,0.0,0.0,0,0.0
Kayden,2025-2025,F,123,8,0,2.4612974812945385,5.507117847747147,3.8447268106734436,0.5365853658536586,Kayden,0.4634146341463415,66,2.804878048780488,7.999820028809898,7.975970491091775,5.507117847747147,0.5365853658536586,66,2.804878048780488,0.0,0.0,0,0.0
Mackenzie,2025-2025,F,2314,9,3,1.5449440194191406,2.917927462581019,2.394421092170927,0.4196197061365601,Mackenzie,0.5803802938634399,971,1.6737251512532412,4.7136932445305595,4.683887196160406,2.917927462581019,0.4196197061365601,971,1.6737251512532412,2.5993318610287774,0.40732568402471314,2266,0.9792566983578219
Brittany,2025-2025,F,470,5,2,1.4844424204598412,2.798090103212034,2.250545061841595,0.40212765957446805,Brittany,0.597872340425532,189,1.5957446808510638,4.759204005326069,4.713776263201794,2.798090103212034,0.4021276595744681,189,1.5957446808510638,1.8757899116405385,0.3228915662650602,415,0.8829787234042553
Sherry,2025-2025,F,46,4,0,1.737020858736819,3.3334610240500258,2.88283378746594,0.5,Sherry,0.5,23,1.8478260869565217,,3.999989088333757,3.3334610240500258,0.5,23,1.8478260869565217,0.0,0.0,0,0.0
Kira,2025-2025,F,1541,6,3,1.621652583712595,3.077273310995176,2.607347669267045,0.4802076573653472,Kira,0.5197923426346528,740,1.7066839714471123,4.823053507893858,4.7942744586394,3.077273310995176,0.48020765736534715,740,1.7066839714471123,2.662652328542414,0.4620550705171256,1489,0.9662556781310837
Katherine,2025-2025,F,3127,8,3,1.6078351845538559,3.0479414398085107,2.51885808464725,0.46594179724976015,Katherine,0.5340582027502399,1457,1.6913975055964183,5.226180660389069,5.20332758874854,3.0479414398085107,0.46594179724976015,1457,1.6913975055964183,2.595290061830194,0.4475686404234205,3023,0.9667412855772306
Kristen,2025-2025,F,152,4,0,1.4864538412195067,2.8019939509340097,2.2117556959601763,0.368421052631579,Kristen,0.631578947368421,56,1.611842105263158,3.999988198624837,3.9988850994570786,2.8019939509340097,0.3684210526315789,56,1.611842105263158,0.0,0.0,0,0.0
Carrie,2025-2025,F,211,7,0,2.1441973676327484,4.420462638423311,3.4450978874874254,0.5734597156398105,Kari,0.4265402843601896,121,2.2037914691943126,6.949852364436968,6.866012998718318,4.420462638423311,0.5734597156398105,121,2.2037914691943126,0.0,0.0,0,0.0
Megan,2025-2025,F,403,2,2,0.8161573496551067,1.7607100510840357,1.607930300480174,0.25310173697270466,Megan,0.7468982630272953,102,1.2531017369727047,1.9999999999999987,1.9999999999997882,1.7607100510840357,0.2531017369727047,102,1.2531017369727047,1.7607100510840357,0.25310173697270466,403,1.0
Jocelyn,2025-2025,F,1196,14,2,1.8872579903448994,3.6993145842760957,2.1863246191093393,0.3411371237458194,Jocelyn,0.6588628762541806,408,2.091973244147157,9.76790330373428,9.634560850702584,3.699314584276096,0.3411371237458194,408,2.091973244147157,1.5331796686202563,0.15268817204301077,930,0.7775919732441472
Madelyn,2025-2025,F,5462,14,6,1.9225499706088784,3.7909251477432857,2.4311448547332506,0.38447455144635667,Madelyn,0.6155254485536433,2100,2.030391797876236,7.775811348469073,7.759830374119266,3.7909251477432857,0.38447455144635667,2100,2.030391797876236,3.3667241988291368,0.37111859334081554,5346,0.9787623581105822
Adalyn,2025-2025,F,5329,18,6,2.802315352368475,6.97559051333617,5.095113358043771,0.6841808969787952,Adalynn,0.31581910302120475,3646,3.159692249953087,11.907819253308928,11.873223819976214,6.97559051333617,0.6841808969787952,3646,3.159692249953087,4.737675085210545,0.6501766784452296,4811,0.9027960217676863
Crystal,2025-2025,F,358,6,1,1.7596191483832109,3.3860872510648106,2.5599009307713816,0.43575418994413406,Crystal,0.5642458100558659,156,1.8044692737430168,5.907262011475107,5.852317095379961,3.3860872510648106,0.43575418994413406,156,1.8044692737430168,1.0,0.0,202,0.5642458100558659
Kelsey,2025-2025,F,549,10,1,1.9642352727101156,3.902058136465677,2.4617627600401852,0.38979963570127507,Kelsey,0.6102003642987249,214,2.087431693989071,8.775806574196178,8.606367872909292,3.9020581364656777,0.38979963570127507,214,2.087431693989071,1.0,0.0,335,0.6102003642987249
Casey,2025-2025,F,909,11,5,2.7199468119275334,6.588485234907452,5.518583822557054,0.7491749174917492,Casey,0.2508250825082508,681,3.0605060506050608,9.50489955352094,9.402647433900825,6.588485234907452,0.7491749174917491,681,3.060506050605061,4.754370290758027,0.7222898903775883,821,0.9031903190319032
Aidan,2025-2025,F,73,5,0,2.09094080378913,4.260258004415792,3.7714083510261855,0.6301369863013699,Aiden,0.3698630136986301,46,2.232876712328767,,4.999802050912306,4.260258004415792,0.6301369863013698,46,2.232876712328767,0.0,0.0,0,0.0
Muhammad,2025-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Alistair,2025-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kane,2025-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Reese,2025-2025,F,1871,3,2,0.6335364168197246,1.5513631268033516,1.2953779387206008,0.1282736504543025,Reese,0.8717263495456975,240,1.148583645109567,2.878608898994693,2.871499547501619,1.5513631268033514,0.1282736504543025,240,1.148583645109567,1.414727814335391,0.11020185488270595,1833,0.9796900053447354
Shay,2025-2025,F,486,4,2,1.6184466295076718,3.0704425924503416,2.852539793724789,0.5864197530864197,Shea,0.41358024691358025,285,1.8127572016460904,3.8766572249050832,3.845755040812607,3.0704425924503416,0.5864197530864198,285,1.8127572016460904,1.9980505780314692,0.47792207792207797,385,0.7921810699588477
Blaze,2025-2025,F,80,3,0,1.3852952453938938,2.6122541133978308,2.3898431665421955,0.4625,Blaise,0.5375,37,1.5875,,2.99999841216525,2.6122541133978308,0.4625,37,1.5875,0.0,0.0,0,0.0
Darryl,2025-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Tory,2025-2025,F,212,5,1,1.1178965020131761,2.1703030420757345,1.5726782839946813,0.21226415094339623,Tori,0.7877358490566038,45,1.3962264150943398,4.939847953891433,4.848465532658626,2.1703030420757345,0.21226415094339623,45,1.3962264150943395,1.0,0.0,167,0.7877358490566038
Jeri,2025-2025,F,13,2,0,0.9957274520849255,1.9940857527753038,1.988235294117647,0.46153846153846156,Jeri,0.5384615384615384,6,1.4615384615384617,,2.0,1.9940857527753035,0.46153846153846156,6,1.4615384615384615,0.0,0.0,0,0.0
Terri,2025-2025,F,36,3,0,1.4593308859227299,2.7498079945612326,2.541176470588235,0.4722222222222222,Terri,0.5277777777777778,17,1.6666666666666667,,2.9999999995930344,2.7498079945612326,0.4722222222222222,17,1.6666666666666667,0.0,0.0,0,0.0
Shawn,2025-2025,F,20,2,0,0.934068055375491,1.9106560008522475,1.8348623853211008,0.35,Shawn,0.65,7,1.35,,2.0,1.9106560008522475,0.35,7,1.35,0.0,0.0,0,0.0
Lindsey,2025-2025,F,279,6,1,1.5800482841319987,2.9897985582033737,2.3367956530875684,0.4229390681003584,Lindsey,0.5770609318996416,118,1.6774193548387097,5.82185394064605,5.69696470471223,2.9897985582033737,0.4229390681003584,118,1.6774193548387097,1.0,0.0,161,0.5770609318996416
Bailey,2025-2025,F,2131,12,3,1.6675038182937958,3.1766448787003805,2.051529466932966,0.321445330830596,Bailey,0.678554669169404,685,1.8015016424213983,7.7265446891987395,7.673962208452473,3.1766448787003805,0.32144533083059595,685,1.8015016424213983,2.076042531939016,0.2472670484122853,1921,0.9014547160957297
Jamie,2025-2025,F,413,8,1,1.3697768244324413,2.5843058549944247,1.674099737944978,0.23486682808716708,Jamie,0.7651331719128329,97,1.6368038740920097,7.340484236267242,7.166669120122689,2.5843058549944242,0.23486682808716708,97,1.6368038740920097,1.0,0.0,316,0.7651331719128329
Lori,2025-2025,F,208,6,1,1.6722268120352515,3.1870613968198995,2.4374084507042255,0.4326923076923077,Lori,0.5673076923076923,90,1.783653846153846,5.972236003700673,5.895191715375685,3.1870613968198995,0.4326923076923077,90,1.7836538461538463,1.0,0.0,118,0.5673076923076923
Nikki,2025-2025,F,57,2,0,0.7746319868686842,1.710753604244584,1.5434679334916868,0.22807017543859653,Nikki,0.7719298245614035,13,1.2280701754385963,,1.9999999999942748,1.710753604244584,0.22807017543859648,13,1.2280701754385963,0.0,0.0,0,0.0
Vicki,2025-2025,F,35,1,0,-0.0,1.0,1.0,0.0,Vicky,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Cory,2025-2025,F,515,11,2,2.3409902283131854,5.066502698253612,3.259533729061436,0.49514563106796117,Kori,0.5048543689320388,255,2.5145631067961163,9.93186093682474,9.76395046351996,5.066502698253612,0.49514563106796117,255,2.5145631067961163,1.805508457957155,0.2777777777777778,360,0.6990291262135923
Cody,2025-2025,F,334,7,1,2.124512442241506,4.3605570344890925,3.158079492696184,0.4880239520958084,Kodi,0.5119760479041916,163,2.2245508982035926,6.831245010051971,6.771899666416214,4.3605570344890925,0.4880239520958084,163,2.2245508982035926,1.0,0.0,171,0.5119760479041916
Sydney,2025-2025,F,1009,5,2,0.7221232333727287,1.6496079988449703,1.3162088959851068,0.13478691774033702,Sydney,0.865213082259663,136,1.1902874132804757,3.948427874218163,3.8933729480352097,1.6496079988449703,0.13478691774033696,136,1.1902874132804757,1.4063027399972454,0.1073619631901841,978,0.9692765113974232
Annabel,2025-2025,F,1092,5,1,1.0201520269212054,2.02813266692048,1.477965563912011,0.18406593406593408,Annabelle,0.8159340659340659,201,1.3534798534798536,4.825445155681299,4.804729616437897,2.02813266692048,0.18406593406593408,201,1.3534798534798536,1.0,0.0,891,0.8159340659340659
Isabel,2025-2025,F,3904,10,2,1.5537509602482067,2.9357944479593185,2.381174350236552,0.532530737704918,Isabelle,0.46746926229508196,2079,1.7748463114754098,6.4092441182220155,6.382832770628525,2.9357944479593185,0.532530737704918,2079,1.7748463114754098,1.999510608105602,0.4889386726407169,3571,0.914702868852459
Eleanor,2025-2025,F,8313,13,4,0.6428735191261319,1.5614360883289984,1.17976759971167,0.07987489474317333,Eleanor,0.9201251052568267,664,1.2906291350896186,5.847375459470586,5.830177304679687,1.5614360883289984,0.07987489474317334,664,1.2906291350896186,1.3019398247974976,0.05263809759722571,8074,0.9712498496331048
Rachel,2025-2025,F,1287,4,1,0.3440377391069343,1.2693040890009348,1.1026016534008947,0.048174048174048134,Rachel,0.9518259518259519,62,1.0777000777000778,3.179793376534941,3.1488361167960264,1.2693040890009348,0.048174048174048176,62,1.0777000777000778,1.0,0.0,1225,0.9518259518259519
Sofia,2025-2025,F,20869,4,2,0.9942080669058816,1.9919867717762132,1.9281088746894213,0.39810244860798316,Sophia,0.6018975513920168,8308,1.4010254444391201,2.241234515837332,2.240722565352551,1.9919867717762132,0.3981024486079831,8308,1.4010254444391201,1.9572879924019477,0.3964829673761592,20813,0.9973165939910873
Lee,2025-2025,F,52,2,0,0.9731560354421095,1.9631304396322056,1.9286733238231097,0.40384615384615385,Leigh,0.5961538461538461,21,1.4038461538461537,,2.0,1.9631304396322053,0.40384615384615385,21,1.4038461538461537,0.0,0.0,0,0.0
Zachary,2025-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Nicholas,2025-2025,F,8,1,0,-0.0,1.0,1.0,0.0,Nicholas,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Michael,2025-2025,F,13,1,0,-0.0,1.0,1.0,0.0,Michael,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Christopher,2025-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Stephanie,2025-2025,F,690,6,1,1.1502815928945103,2.219572129756975,1.5781936792696751,0.21304347826086956,Stephanie,0.7869565217391304,147,1.4260869565217391,5.38085306794525,5.313313664035379,2.219572129756975,0.21304347826086956,147,1.4260869565217391,1.0,0.0,543,0.7869565217391304
Tyreek,2025-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Rashawn,2025-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Tyesha,2025-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Akilah,2025-2025,F,37,3,0,1.5650698550436721,2.9589182853393776,2.918976545842217,0.5945945945945945,Akeelah,0.40540540540540543,22,1.864864864864865,,2.999999999999979,2.9589182853393776,0.5945945945945946,22,1.864864864864865,0.0,0.0,0,0.0
Myesha,2025-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Deonte,2025-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Devonte,2025-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Trevon,2025-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Sherilyn,2025-2025,F,5,1,0,-0.0,1.0,1.0,0.0,Cherilyn,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Jerilyn,2025-2025,F,13,2,0,0.9957274520849255,1.9940857527753038,1.988235294117647,0.46153846153846156,Jerilyn,0.5384615384615384,6,1.4615384615384617,,2.0,1.9940857527753035,0.46153846153846156,6,1.4615384615384615,0.0,0.0,0,0.0
Georgeann,2025-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Annalee,2025-2025,F,514,9,1,2.6176170145083972,6.137354912881849,4.82479272435078,0.632295719844358,Annalee,0.36770428015564205,325,2.8988326848249026,8.475473289410495,8.395787003338127,6.137354912881849,0.632295719844358,325,2.8988326848249026,1.0,0.0,189,0.36770428015564205
Nisha,2025-2025,F,25,2,0,0.9988455359952018,1.9984002132308607,1.996805111821086,0.48,Nisha,0.52,12,1.48,,2.0,1.9984002132308607,0.48,12,1.48,0.0,0.0,0,0.0
Jessalyn,2025-2025,F,49,3,0,1.4306893562125826,2.695754945993652,2.4525025536261493,0.44897959183673475,Jessalyn,0.5510204081632653,22,1.6326530612244898,,2.9999999984639594,2.6957549459936523,0.4489795918367347,22,1.6326530612244898,0.0,0.0,0,0.0
Lilyann,2025-2025,F,204,4,0,1.8608320112654533,3.6321707129705896,3.3070565797838523,0.5588235294117647,Lilyann,0.4411764705882353,114,2.0392156862745097,3.9999999991848028,3.9999996123938315,3.6321707129705887,0.5588235294117647,114,2.0392156862745097,0.0,0.0,0,0.0
Maylee,2025-2025,F,789,17,1,3.418443626840225,10.691879860773355,7.155167063204717,0.6894803548795945,Maylee,0.3105196451204056,544,4.76299112801014,15.373485363045985,15.218766313355628,10.691879860773355,0.6894803548795945,544,4.76299112801014,1.0,0.0,245,0.3105196451204056
Shaylee,2025-2025,F,74,4,0,1.3794811858541636,2.601747916192841,2.0058608058608063,0.32432432432432434,Shaylee,0.6756756756756757,24,1.5405405405405406,,3.9988716535037874,2.601747916192841,0.32432432432432434,24,1.5405405405405406,0.0,0.0,0,0.0
Jaylee,2025-2025,F,369,15,1,2.923112374172205,7.584806492559263,4.135992223808511,0.5365853658536586,Jaylee,0.4634146341463415,198,3.899728997289973,14.170601051869133,13.890203752293589,7.584806492559266,0.5365853658536586,198,3.899728997289973,1.0,0.0,171,0.4634146341463415
Kenisha,2025-2025,F,9,1,0,-0.0,1.0,1.0,0.0,Kenisha,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Tanisha,2025-2025,F,17,1,0,-0.0,1.0,1.0,0.0,Tanisha,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Janine,2025-2025,F,45,4,0,1.8294732983598407,3.5540729605851955,3.169014084507042,0.5333333333333333,Janine,0.4666666666666667,24,2.0,,3.9999993897618347,3.5540729605851955,0.5333333333333333,24,2.0,0.0,0.0,0,0.0
Janelle,2025-2025,F,406,7,1,1.034489979926707,2.048389373537667,1.4149255781215129,0.16256157635467983,Janelle,0.8374384236453202,66,1.4482758620689655,6.470115255732616,6.306327793286363,2.048389373537667,0.1625615763546798,66,1.4482758620689655,1.0,0.0,340,0.8374384236453202
Janae,2025-2025,F,177,6,1,1.5884258974181509,3.0072105825237063,2.014079074252652,0.3107344632768362,Janae,0.6892655367231638,55,1.7909604519774012,5.985097001853417,5.93633181193619,3.0072105825237063,0.3107344632768362,55,1.7909604519774012,1.0,0.0,122,0.6892655367231638
Chanel,2025-2025,F,226,6,1,1.343106414505114,2.536969920971137,1.721469497809235,0.24778761061946908,Chanel,0.7522123893805309,56,1.579646017699115,5.929841548257235,5.83764408729901,2.536969920971137,0.24778761061946902,56,1.579646017699115,1.0,0.0,170,0.7522123893805309
Cadence,2025-2025,F,657,11,3,2.361546388634973,5.1392092285396265,3.9523591513830776,0.6270928462709284,Cadence,0.3729071537290715,412,2.4733637747336377,9.164784032257463,8.987072143805603,5.1392092285396265,0.6270928462709284,412,2.4733637747336377,2.899433914796251,0.5521023765996343,547,0.832572298325723
Maisie,2025-2025,F,2711,14,6,2.4827090790305792,5.589460653146024,3.5184279501068763,0.5101438583548505,Maisie,0.4898561416451494,1383,2.7078568793803024,10.524020324663159,10.481159148048341,5.589460653146024,0.5101438583548507,1383,2.7078568793803024,3.950868757602188,0.4592833876221498,2456,0.9059387679822943
Jamir,2025-2025,F,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Emmalyn,2025-2025,F,619,14,2,2.928651155724742,7.613981981291783,5.306130644915595,0.6704361873990308,Emmalyn,0.3295638126009693,415,3.420032310177706,12.643315513021207,12.451761008640522,7.613981981291783,0.6704361873990307,415,3.420032310177706,1.9641943879117199,0.40524781341107874,343,0.5541195476575121
Marilee,2025-2025,F,36,4,0,1.9262025893247392,3.800535181215566,3.640449438202247,0.6388888888888888,Marilee,0.3611111111111111,23,2.1666666666666665,,3.999999679431994,3.800535181215566,0.6388888888888888,23,2.1666666666666665,0.0,0.0,0,0.0
Macy,2025-2025,F,1730,8,4,2.2386922572194203,4.719690503867292,3.7694809202223722,0.5936416184971098,Macie,0.40635838150289016,1027,2.3138728323699422,7.338646201944806,7.313457643472222,4.719690503867292,0.5936416184971098,1027,2.3138728323699422,3.4752475375779777,0.5533672172808133,1574,0.9098265895953758
Journey,2025-2025,F,2894,18,6,2.4697131875695297,5.539336524992069,3.826796967525916,0.5860400829302004,Journee,0.41395991706979957,1696,2.6192121630960608,10.224337181874779,10.17402664230005,5.539336524992069,0.5860400829302004,1696,2.6192121630960608,4.170883788135772,0.5571164510166359,2705,0.9346924671734623
Jacqueline,2025-2025,F,916,13,1,2.2152939658633843,4.643761781513939,2.675766002500191,0.4093886462882096,Jacqueline,0.5906113537117904,375,2.502183406113537,10.479329541165232,10.338724335868822,4.643761781513939,0.4093886462882096,375,2.502183406113537,1.0,0.0,541,0.5906113537117904
Kaylin,2025-2025,M,453,22,0,4.08932558560416,17.021963828261228,13.903990785283556,0.8432671081677704,Kalen,0.15673289183222958,382,7.147902869757175,20.33899021245945,19.96716647471178,17.021963828261228,0.8432671081677704,382,7.147902869757176,0.0,0.0,0,0.0
Shaelyn,2025-2025,M,5,1,0,-0.0,1.0,1.0,0.0,Shailen,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Shante,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Charisse,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kamiyah,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kayson,2025-2025,M,5984,35,12,3.7868235398568064,13.802173226281383,9.686237191011298,0.781918449197861,Kayson,0.21808155080213903,4679,5.6671122994652405,18.483534830657703,18.43815320962771,13.802173226281383,0.7819184491978609,4679,5.6671122994652405,9.648853032245267,0.7589582563723679,5414,0.9047459893048129
Kaliyah,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Daylen,2025-2025,M,392,11,1,2.998309624117471,7.990632054968756,6.386169063253262,0.7117346938775511,Daylen,0.288265306122449,279,3.6096938775510203,10.77649637149401,10.669546764896483,7.990632054968756,0.7117346938775511,279,3.6096938775510203,1.0,0.0,113,0.288265306122449
Denisha,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Shani,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jaylen,2025-2025,M,2023,18,3,2.171269153074423,4.504194580844584,3.0252351239690807,0.5516559565002472,Jaylen,0.4483440434997528,1116,2.438457736035591,10.690776520393753,10.582127965904297,4.504194580844584,0.5516559565002471,1116,2.438457736035591,2.4112203391298808,0.47541931752458066,1729,0.8546712802768166
Janiece,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Makiyah,2025-2025,M,11,2,0,0.9940302114769565,1.9917412148051292,1.9836065573770496,0.4545454545454546,Macaiah,0.5454545454545454,5,1.4545454545454546,,2.0,1.9917412148051292,0.45454545454545453,5,1.4545454545454546,0.0,0.0,0,0.0
Keshawn,2025-2025,M,121,7,0,2.456404450327248,5.4884715966139845,4.5882168599185205,0.6611570247933884,Keshawn,0.33884297520661155,80,2.6611570247933884,6.999983810406588,6.989985144075514,5.4884715966139845,0.6611570247933884,80,2.6611570247933884,0.0,0.0,0,0.0
Kian,2025-2025,M,955,3,2,0.7034911611300596,1.6284406734446837,1.3877160068349226,0.1654450261780105,Kian,0.8345549738219895,158,1.175916230366492,2.6709839734028824,2.650985272778523,1.6284406734446837,0.16544502617801046,158,1.175916230366492,1.5434370968481248,0.15661375661375665,945,0.9895287958115183
Kiana,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Caitlin,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Michaela,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kaylee,2025-2025,M,11,1,0,-0.0,1.0,1.0,0.0,Kalei,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Carly,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Hailey,2025-2025,M,5,1,0,-0.0,1.0,1.0,0.0,Hailey,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Christy,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Taylin,2025-2025,M,272,7,1,1.9716948040662619,3.9222861854031867,2.9321496512365255,0.49264705882352944,Taylen,0.5073529411764706,134,2.0073529411764706,6.866463919082893,6.759023164931126,3.9222861854031867,0.49264705882352944,134,2.0073529411764706,1.0,0.0,138,0.5073529411764706
Cambrie,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Maylin,2025-2025,M,16,2,0,0.9886994082884974,1.9843952490181156,1.9692307692307693,0.4375,Maylon,0.5625,7,1.4375,,2.0,1.9843952490181156,0.4375,7,1.4375,0.0,0.0,0,0.0
Braylen,2025-2025,M,880,13,2,2.3136471985535496,4.971382808459449,3.426669970618429,0.5840909090909091,Braylen,0.4159090909090909,514,2.481818181818182,10.384737513058269,10.22073030451231,4.971382808459449,0.5840909090909091,514,2.481818181818182,1.9861961414922515,0.44122137404580153,655,0.7443181818181818
Raylee,2025-2025,M,16,1,0,-0.0,1.0,1.0,0.0,Rayleigh,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Chantel,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jaycee,2025-2025,M,54,1,0,-0.0,1.0,1.0,0.0,Jaycee,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Lakeisha,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Deshawn,2025-2025,M,267,9,1,2.6292482160368458,6.187035088985434,4.699650603203902,0.6254681647940075,Deshawn,0.37453183520599254,167,2.8876404494382024,8.905969441515607,8.813336560164768,6.187035088985434,0.6254681647940075,167,2.8876404494382024,1.0,0.0,100,0.37453183520599254
Jerrell,2025-2025,M,85,7,0,2.616825543945577,6.133988849079391,5.494296577946768,0.7294117647058824,Jarell,0.27058823529411763,62,3.0,,6.996991703967995,6.133988849079391,0.7294117647058823,62,3.0,0.0,0.0,0,0.0
Annalise,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Aaliyah,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Riley,2025-2025,M,1880,10,1,0.7947374979292633,1.7347617012359806,1.2684558459363044,0.11382978723404258,Riley,0.8861702127659574,214,1.3010638297872341,5.886158328810544,5.828075650046218,1.7347617012359806,0.11382978723404255,214,1.3010638297872341,1.0,0.0,1666,0.8861702127659574
Jayden,2025-2025,M,6437,22,4,1.5887688149058021,3.0079254582496255,1.8426213421648778,0.2771477396302625,Jayden,0.7228522603697375,1784,1.8715240018642225,8.725804908893574,8.696136130645012,3.0079254582496255,0.27714773963026257,1784,1.8715240018642225,2.1177752571926147,0.22810218978102192,6028,0.9364610843560665
Kayden,2025-2025,M,8787,33,6,2.883089256151463,7.377281344240874,5.398479447092519,0.6952315921247297,Kayden,0.30476840787527026,6109,3.431774211903949,11.687523752004292,11.661115570822949,7.377281344240874,0.6952315921247297,6109,3.431774211903949,5.226859535197241,0.6725761095488446,8179,0.9308068737908274
Mackenzie,2025-2025,M,110,2,0,0.4689955935892812,1.384145488461686,1.2195121951219512,0.09999999999999998,Mackenzie,0.9,11,1.1,2.0,1.9999734386011125,1.384145488461686,0.1,11,1.1,0.0,0.0,0,0.0
Brittany,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Sherry,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kira,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Katherine,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kristen,2025-2025,M,25,3,0,1.5219280948873621,2.871745887492587,2.7777777777777772,0.6,Christen,0.4,15,1.8000000000000003,,2.9999999997962963,2.8717458874925867,0.6,15,1.8000000000000003,0.0,0.0,0,0.0
Carrie,2025-2025,M,121,4,0,1.8169694898592446,3.523402982730158,3.166991131300022,0.5454545454545454,Kerry,0.45454545454545453,66,1.9504132231404958,3.999999999997926,3.9999884158355306,3.523402982730158,0.5454545454545454,66,1.9504132231404958,0.0,0.0,0,0.0
Megan,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jocelyn,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Madelyn,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Adalyn,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Crystal,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kelsey,2025-2025,M,14,1,0,-0.0,1.0,1.0,0.0,Kelsey,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Casey,2025-2025,M,1488,5,3,1.269985278270452,2.4115910465963624,1.8191456322804225,0.27956989247311825,Casey,0.7204301075268817,416,1.476478494623656,4.2629254491646416,4.250653067666644,2.4115910465963624,0.27956989247311825,416,1.476478494623656,2.0958840140253687,0.2524407252440726,1434,0.9637096774193549
Aidan,2025-2025,M,8400,22,6,1.9771757297615462,3.9372156377344876,2.477239832415568,0.39928571428571424,Aiden,0.6007142857142858,3354,2.1229761904761904,9.335955664950676,9.315401223302121,3.937215637734488,0.3992857142857143,3354,2.1229761904761904,3.056827512851623,0.3684605757196495,7990,0.9511904761904761
Muhammad,2025-2025,M,3216,8,4,2.0901631753692724,4.25796229747661,3.426526831362758,0.5419776119402986,Muhammad,0.45802238805970147,1743,2.1943407960199006,6.3275220766564475,6.312742880322245,4.25796229747661,0.5419776119402985,1743,2.1943407960199006,3.5272970492598796,0.5179973821989529,3056,0.9502487562189055
Alistair,2025-2025,M,529,8,1,2.164836580520471,4.484156346133404,3.218894141734819,0.499054820415879,Alistair,0.500945179584121,264,2.219281663516068,7.573010079791313,7.491873364465179,4.484156346133404,0.499054820415879,264,2.219281663516068,1.0,0.0,265,0.500945179584121
Kane,2025-2025,M,1238,8,3,2.0491783265744528,4.138701865170133,2.7971427111393385,0.438610662358643,Kane,0.561389337641357,543,2.133279483037157,7.488486238633601,7.45599188653475,4.138701865170133,0.438610662358643,543,2.133279483037157,2.2866802371249144,0.3091451292246521,1006,0.8126009693053312
Reese,2025-2025,M,1950,5,3,1.6386566053574645,3.1137575300380727,2.955018441180173,0.601025641025641,Rhys,0.39897435897435896,1172,1.8712820512820512,3.8668886110219036,3.8505892705565925,3.1137575300380727,0.601025641025641,1172,1.871282051282051,2.9411275311269383,0.5964730290456431,1928,0.9887179487179487
Shay,2025-2025,M,210,4,1,1.4620476331142338,2.7549910521398293,2.384557153671461,0.4714285714285714,Shea,0.5285714285714286,99,1.6238095238095238,3.998416225552109,3.989612020724016,2.7549910521398293,0.4714285714285714,99,1.6238095238095238,1.0,0.0,111,0.5285714285714286
Blaze,2025-2025,M,632,4,2,1.5699665737360455,2.968978351249868,2.5572956015109805,0.48417721518987344,Blaze,0.5158227848101266,306,1.6882911392405062,3.9982994789938453,3.997084078379742,2.968978351249868,0.48417721518987344,306,1.6882911392405062,1.9562067445176754,0.39517625231910947,539,0.8528481012658228
Darryl,2025-2025,M,435,6,1,2.4227893522390946,5.36206739422949,5.045865443588171,0.7402298850574713,Daryl,0.2597701149425287,322,2.7724137931034485,5.989291859654857,5.9814316887119965,5.36206739422949,0.7402298850574712,322,2.7724137931034485,1.0,0.0,113,0.2597701149425287
Tory,2025-2025,M,52,4,0,1.8197416256883003,3.530179703630166,3.151515151515151,0.5384615384615384,Tory,0.46153846153846156,28,1.9615384615384617,,3.9999994185010292,3.530179703630166,0.5384615384615384,28,1.9615384615384615,0.0,0.0,0,0.0
Jeri,2025-2025,M,270,2,1,0.19253105481819402,1.142766820932696,1.0610118181288932,0.029629629629629672,Jerry,0.9703703703703703,8,1.0296296296296297,1.9767974574332847,1.9505970689586627,1.142766820932696,0.02962962962962963,8,1.0296296296296297,1.0,0.0,262,0.9703703703703703
Terri,2025-2025,M,192,1,1,-0.0,1.0,1.0,0.0,Terry,1.0,0,1.0,1.0,1.0,1.0,0.0,0,1.0,1.0,0.0,192,1.0
Shawn,2025-2025,M,1094,3,2,1.271085397813794,2.4134306940292083,2.196440434723563,0.4369287020109689,Sean,0.5630712979890311,478,1.5091407678244972,2.999618447701189,2.999444259528521,2.4134306940292083,0.4369287020109689,478,1.5091407678244972,1.9544641696789842,0.3931034482758621,1015,0.9277879341864717
Lindsey,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Bailey,2025-2025,M,144,2,1,0.24988229283318544,1.1891100934658385,1.0867924528301884,0.04166666666666663,Bailey,0.9583333333333334,6,1.0416666666666667,1.9993665241615517,1.9858205485285305,1.1891100934658385,0.041666666666666664,6,1.0416666666666667,1.0,0.0,138,0.9583333333333334
Jamie,2025-2025,M,966,4,2,1.231017052514711,2.347324101540734,2.14402301280225,0.47412008281573503,Jamie,0.525879917184265,458,1.5279503105590062,3.715599835376075,3.6869421156899307,2.347324101540734,0.474120082815735,458,1.5279503105590062,1.991014449054944,0.4525862068965517,928,0.9606625258799172
Lori,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Nikki,2025-2025,M,8,1,0,-0.0,1.0,1.0,0.0,Nicky,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Vicki,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Cory,2025-2025,M,607,7,2,1.8335601744946421,3.5641552360002646,2.69426630494395,0.4612850082372323,Corey,0.5387149917627677,280,1.8682042833607908,6.248364007085045,6.1788612935400975,3.5641552360002646,0.4612850082372323,280,1.8682042833607908,1.883518101300818,0.32854209445585214,487,0.8023064250411862
Cody,2025-2025,M,1407,7,2,1.1503908810972814,2.2197402749506114,1.6402174750588885,0.23525230987917556,Cody,0.7647476901208244,331,1.3880597014925373,5.032753351045636,4.983982647042614,2.2197402749506114,0.23525230987917556,331,1.3880597014925373,1.5471862819564275,0.1580594679186228,1278,0.908315565031983
Sydney,2025-2025,M,166,2,1,0.530744566923854,1.4446745917176043,1.2689261374102045,0.12048192771084343,Sidney,0.8795180722891566,20,1.1204819277108433,1.9999999987090165,1.9999973424785753,1.4446745917176043,0.12048192771084337,20,1.1204819277108433,1.0,0.0,146,0.8795180722891566
Annabel,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Isabel,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Eleanor,2025-2025,M,5,1,0,-0.0,1.0,1.0,0.0,Eleanor,1.0,0,1.0,,1.0,1.0,0.0,0,1.0,0.0,0.0,0,0.0
Rachel,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Sofia,2025-2025,M,20,2,0,0.9927744539878083,1.9900083082219464,1.9801980198019797,0.44999999999999996,Sophia,0.55,9,1.4500000000000002,,2.0,1.9900083082219464,0.45,9,1.4500000000000002,0.0,0.0,0,0.0
Lee,2025-2025,M,366,1,1,-0.0,1.0,1.0,0.0,Lee,1.0,0,1.0,1.0,1.0,1.0,0.0,0,1.0,1.0,0.0,366,1.0
Zachary,2025-2025,M,1868,7,2,0.7581008605392423,1.691262808831826,1.2800659727979598,0.11884368308351179,Zachary,0.8811563169164882,222,1.2376873661670236,4.998540312965249,4.959855134556562,1.691262808831826,0.11884368308351177,222,1.2376873661670236,1.2747214947689098,0.06583427922814988,1762,0.943254817987152
Nicholas,2025-2025,M,5672,6,4,1.400239516706188,2.6394539881935573,2.2861079979000394,0.4508110014104373,Nicholas,0.5491889985895627,2557,1.5652327221438647,4.065494079138004,4.061604351267807,2.6394539881935573,0.45081100141043723,2557,1.5652327221438647,2.603983496615183,0.4497438615085674,5661,0.9980606488011283
Michael,2025-2025,M,8515,10,3,0.38745236206497025,1.30808143774086,1.1058358745771113,0.04944216089254261,Michael,0.9505578391074574,421,1.1072225484439224,3.735307714291752,3.7269136234387616,1.30808143774086,0.04944216089254257,421,1.1072225484439224,1.1987269283103457,0.03642857142857148,8400,0.9864944216089254
Christopher,2025-2025,M,5209,8,3,0.6324897672705446,1.5502380486552885,1.2007500284215662,0.08850067191399502,Christopher,0.911499328086005,461,1.2092532155884046,4.975459114952538,4.959173208052417,1.5502380486552885,0.08850067191399501,461,1.2092532155884046,1.30290002376988,0.059056678557273035,5046,0.968708005375312
Stephanie,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Tyreek,2025-2025,M,90,5,0,2.098879468307655,4.283765385483842,3.8979788257940324,0.6555555555555556,Tyriq,0.34444444444444444,59,2.2666666666666666,,4.998900894638874,4.283765385483842,0.6555555555555556,59,2.2666666666666666,0.0,0.0,0,0.0
Rashawn,2025-2025,M,54,3,0,1.2486545206672304,2.376197118744882,1.9972602739726029,0.33333333333333337,Rashawn,0.6666666666666666,18,1.4814814814814814,,2.9999998899794083,2.376197118744882,0.3333333333333333,18,1.4814814814814814,0.0,0.0,0,0.0
Tyesha,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Akilah,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Myesha,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Deonte,2025-2025,M,131,5,0,1.959026439954765,3.8879952057056446,3.339365635337614,0.5648854961832062,Deonte,0.4351145038167939,74,2.030534351145038,4.999429066885216,4.979557173348096,3.8879952057056446,0.5648854961832062,74,2.030534351145038,0.0,0.0,0,0.0
Devonte,2025-2025,M,244,7,0,2.430246430408758,5.389854883656808,4.590993214065392,0.6598360655737705,Devonte,0.3401639344262295,161,2.610655737704918,6.929892453870298,6.870426608579566,5.38985488365681,0.6598360655737705,161,2.610655737704918,0.0,0.0,0,0.0
Trevon,2025-2025,M,140,2,1,0.7755126581331477,1.7117982265901004,1.544766708701135,0.22857142857142854,Trevon,0.7714285714285715,32,1.2285714285714286,2.0,1.999999999994635,1.7117982265901004,0.22857142857142856,32,1.2285714285714286,1.0,0.0,108,0.7714285714285715
Sherilyn,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jerilyn,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Georgeann,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Annalee,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Nisha,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jessalyn,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Lilyann,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Maylee,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Shaylee,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jaylee,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Kenisha,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Tanisha,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Janine,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Janelle,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Janae,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Chanel,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Cadence,2025-2025,M,227,6,0,2.1023603300383487,4.2941135169569105,3.7148727561098696,0.6651982378854626,Cadence,0.33480176211453744,151,2.2246696035242293,5.968101067341278,5.91209130232844,4.2941135169569105,0.6651982378854625,151,2.2246696035242293,0.0,0.0,0,0.0
Maisie,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Jamir,2025-2025,M,1071,14,2,2.169348084160743,4.498200861109417,2.989881164943267,0.5378151260504201,Jamir,0.46218487394957986,576,2.4705882352941178,11.017034770346887,10.852801445945449,4.498200861109417,0.5378151260504201,576,2.4705882352941178,1.9775939406652348,0.42508710801393723,861,0.803921568627451
Emmalyn,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Marilee,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Macy,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
Journey,2025-2025,M,88,2,0,0.47615884455807067,1.391035119942304,1.2249288199936728,0.10227272727272729,Journey,0.8977272727272727,9,1.1022727272727273,,1.9999793727223665,1.391035119942304,0.10227272727272728,9,1.1022727272727273,0.0,0.0,0,0.0
Jacqueline,2025-2025,M,0,0,0,0.0,0.0,0.0,0.0,,0.0,0,0.0,,0.0,0.0,0.0,0,0.0,0.0,0.0,0,0.0
```


### Complete Guessing Results {.collapse}

<div class="abstract-collapse">

Coverage curves, spelling-list lengths, and rankings for all 115 families.

</div>

```{.json #guessing-results.json}
{
  "schema": "name-spelling-guessing-v1",
  "period": "1950-2025",
  "sex_scope": "ALL",
  "minimum_main_births": 10000,
  "ranking_rule": "Descending guessing quantile; ties broken by descending D1, descending births, then family alphabetically.",
  "coverage_definition": "Ck is the fraction of retained published births covered by the k most frequent spellings.",
  "quantile_definition": "Gq is the smallest number of frequency-ordered spellings covering at least q percent; threshold comparisons use integer counts.",
  "rows": [
    {
      "family": "Kaylin",
      "category": "reviewed",
      "births": 163304,
      "K": 55,
      "D1": 24.502476058749508,
      "expected_guesses": 9.645177093028952,
      "C1": 0.12206682016362122,
      "C2": 0.2178881105178073,
      "C3": 0.3057671581835105,
      "C5": 0.45475309851565177,
      "C10": 0.6577181208053692,
      "G50": 6,
      "G80": 16,
      "G90": 23,
      "G95": 29,
      "G99": 40,
      "G100": 55
    },
    {
      "family": "Shaelyn",
      "category": "reviewed",
      "births": 17436,
      "K": 28,
      "D1": 11.830951311036825,
      "expected_guesses": 4.914200504702913,
      "C1": 0.20038999770589586,
      "C2": 0.3333333333333333,
      "C3": 0.45428997476485433,
      "C5": 0.6745813259922,
      "C10": 0.9030740995641202,
      "G50": 4,
      "G80": 8,
      "G90": 10,
      "G95": 13,
      "G99": 19,
      "G100": 28
    },
    {
      "family": "Shante",
      "category": "reviewed",
      "births": 24062,
      "K": 26,
      "D1": 12.510453163380452,
      "expected_guesses": 5.379852048873743,
      "C1": 0.25060260992436206,
      "C2": 0.416632033912393,
      "C3": 0.49085695287174796,
      "C5": 0.6186933754467625,
      "C10": 0.8343030504529965,
      "G50": 4,
      "G80": 10,
      "G90": 13,
      "G95": 15,
      "G99": 19,
      "G100": 26
    },
    {
      "family": "Charisse",
      "category": "reviewed",
      "births": 26117,
      "K": 44,
      "D1": 16.71036590001961,
      "expected_guesses": 6.935214611172799,
      "C1": 0.20094191522762953,
      "C2": 0.37197993643986677,
      "C3": 0.4541103495807329,
      "C5": 0.567637936975916,
      "C10": 0.7592372784010415,
      "G50": 4,
      "G80": 12,
      "G90": 16,
      "G95": 21,
      "G99": 31,
      "G100": 44
    },
    {
      "family": "Kamiyah",
      "category": "pronunciation_sensitive",
      "births": 1374,
      "K": 9,
      "D1": 5.191622571277914,
      "expected_guesses": 2.583697234352256,
      "C1": 0.29767103347889373,
      "C2": 0.5429403202328966,
      "C3": 0.7394468704512372,
      "C5": 0.9585152838427947,
      "C10": 1.0,
      "G50": 2,
      "G80": 4,
      "G90": 4,
      "G95": 5,
      "G99": 8,
      "G100": 9
    },
    {
      "family": "Kayson",
      "category": "reviewed",
      "births": 98640,
      "K": 46,
      "D1": 13.930591548457377,
      "expected_guesses": 5.708769261962693,
      "C1": 0.1570052716950527,
      "C2": 0.3085766423357664,
      "C3": 0.42554744525547444,
      "C5": 0.6139699918896999,
      "C10": 0.8697485806974858,
      "G50": 4,
      "G80": 8,
      "G90": 12,
      "G95": 16,
      "G99": 26,
      "G100": 46
    },
    {
      "family": "Kaliyah",
      "category": "reviewed",
      "births": 19803,
      "K": 15,
      "D1": 3.830889779569544,
      "expected_guesses": 2.165580972579912,
      "C1": 0.6539918194212998,
      "C2": 0.7568550219663688,
      "C3": 0.8377518557794273,
      "C5": 0.9177902338029591,
      "C10": 0.9778821390698379,
      "G50": 1,
      "G80": 3,
      "G90": 5,
      "G95": 7,
      "G99": 12,
      "G100": 15
    },
    {
      "family": "Daylen",
      "category": "reviewed",
      "births": 24511,
      "K": 26,
      "D1": 11.873786513770572,
      "expected_guesses": 5.015870425523235,
      "C1": 0.1766553792174942,
      "C2": 0.3326669658520664,
      "C3": 0.4668516176410591,
      "C5": 0.6876504426583983,
      "C10": 0.8811146016074416,
      "G50": 4,
      "G80": 7,
      "G90": 12,
      "G95": 15,
      "G99": 20,
      "G100": 26
    },
    {
      "family": "Denisha",
      "category": "pronunciation_sensitive",
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      "Sofia",
      "Kian",
      "Lee",
      "Jeri",
      "Nicholas",
      "Zachary",
      "Cody",
      "Rachel",
      "Eleanor",
      "Stephanie",
      "Christopher",
      "Michael"
    ],
    "G90": [
      "Kaylin",
      "Kaylee",
      "Charisse",
      "Shante",
      "Maylee",
      "Jaylee",
      "Kayson",
      "Jaylen",
      "Daylen",
      "Shaelyn",
      "Carly",
      "Michaela",
      "Kayden",
      "Jerrell",
      "Taylin",
      "Adalyn",
      "Chantel",
      "Raylee",
      "Emmalyn",
      "Janine",
      "Kiana",
      "Caitlin",
      "Cambrie",
      "Braylen",
      "Jaycee",
      "Keshawn",
      "Cadence",
      "Deshawn",
      "Chanel",
      "Jamir",
      "Maisie",
      "Jerilyn",
      "Aaliyah",
      "Christy",
      "Annalise",
      "Hailey",
      "Lakeisha",
      "Janelle",
      "Jayden",
      "Tory",
      "Maylin",
      "Journey",
      "Madelyn",
      "Kane",
      "Cory",
      "Kaliyah",
      "Macy",
      "Aidan",
      "Kira",
      "Riley",
      "Deonte",
      "Janae",
      "Sherry",
      "Nikki",
      "Brittany",
      "Casey",
      "Annabel",
      "Bailey",
      "Kelsey",
      "Katherine",
      "Mackenzie",
      "Lindsey",
      "Blaze",
      "Kristen",
      "Shay",
      "Vicki",
      "Isabel",
      "Crystal",
      "Rashawn",
      "Reese",
      "Jeri",
      "Sydney",
      "Shawn",
      "Terri",
      "Nicholas",
      "Zachary",
      "Cody",
      "Sofia",
      "Kian",
      "Rachel",
      "Eleanor",
      "Stephanie",
      "Lee",
      "Christopher",
      "Michael"
    ],
    "G95": [
      "Kaylin",
      "Kaylee",
      "Charisse",
      "Michaela",
      "Jaylee",
      "Kayson",
      "Jaylen",
      "Shante",
      "Daylen",
      "Maylee",
      "Kayden",
      "Aaliyah",
      "Shaelyn",
      "Janine",
      "Carly",
      "Adalyn",
      "Chantel",
      "Raylee",
      "Kiana",
      "Cadence",
      "Jerrell",
      "Caitlin",
      "Braylen",
      "Emmalyn",
      "Keshawn",
      "Jamir",
      "Annalise",
      "Janelle",
      "Jayden",
      "Taylin",
      "Chanel",
      "Maisie",
      "Hailey",
      "Brittany",
      "Cambrie",
      "Jaycee",
      "Deshawn",
      "Jerilyn",
      "Lakeisha",
      "Journey",
      "Madelyn",
      "Aidan",
      "Tory",
      "Riley",
      "Cory",
      "Kaliyah",
      "Bailey",
      "Kelsey",
      "Christy",
      "Maylin",
      "Macy",
      "Kane",
      "Janae",
      "Mackenzie",
      "Lindsey",
      "Casey",
      "Kira",
      "Deonte",
      "Nikki",
      "Annabel",
      "Kristen",
      "Crystal",
      "Katherine",
      "Sherry",
      "Blaze",
      "Shay",
      "Isabel",
      "Sydney",
      "Jeri",
      "Cody",
      "Vicki",
      "Rashawn",
      "Reese",
      "Shawn",
      "Terri",
      "Nicholas",
      "Zachary",
      "Eleanor",
      "Stephanie",
      "Sofia",
      "Kian",
      "Rachel",
      "Lee",
      "Christopher",
      "Michael"
    ],
    "G99": [
      "Michaela",
      "Kaylin",
      "Kaylee",
      "Kayden",
      "Charisse",
      "Jaylen",
      "Aaliyah",
      "Kayson",
      "Jaylee",
      "Janine",
      "Caitlin",
      "Jayden",
      "Brittany",
      "Daylen",
      "Kiana",
      "Cadence",
      "Shante",
      "Shaelyn",
      "Aidan",
      "Lindsey",
      "Maylee",
      "Chantel",
      "Braylen",
      "Annalise",
      "Janelle",
      "Riley",
      "Adalyn",
      "Raylee",
      "Keshawn",
      "Chanel",
      "Madelyn",
      "Mackenzie",
      "Jerrell",
      "Emmalyn",
      "Jamir",
      "Hailey",
      "Journey",
      "Carly",
      "Deshawn",
      "Maisie",
      "Lakeisha",
      "Kaliyah",
      "Bailey",
      "Taylin",
      "Cambrie",
      "Jaycee",
      "Jerilyn",
      "Casey",
      "Kelsey",
      "Christy",
      "Kira",
      "Cory",
      "Janae",
      "Crystal",
      "Katherine",
      "Kristen",
      "Eleanor",
      "Maylin",
      "Macy",
      "Kane",
      "Tory",
      "Stephanie",
      "Deonte",
      "Sherry",
      "Nikki",
      "Isabel",
      "Sydney",
      "Jeri",
      "Zachary",
      "Cody",
      "Annabel",
      "Blaze",
      "Vicki",
      "Nicholas",
      "Shay",
      "Rashawn",
      "Reese",
      "Terri",
      "Rachel",
      "Christopher",
      "Shawn",
      "Kian",
      "Sofia",
      "Lee",
      "Michael"
    ]
  }
}
```


### Complete Cohort Results {.collapse}

<div class="abstract-collapse">

Conditional uncertainty and guessing costs for all 115 families, plus the leaders within each decade.

</div>

```{.json #cohort-results.json}
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year"},"decade_intervals":[[1950,1959],[1960,1969],[1970,1979],[1980,1989],[1990,1999],[2000,2009],[2010,2019],[2020,2025]],"eligible_families":85,"rankings":{"pooled":{"effective":["Kaylin","Charisse","Kayson","Jaylen","Shante","Kaylee","Daylen","Shaelyn","Maylee","Kayden","Carly","Michaela","Jerrell","Jaylee","Taylin","Caitlin","Adalyn","Chantel","Cambrie","Braylen","Jaycee","Raylee","Emmalyn","Keshawn","Janine","Kiana","Cadence","Deshawn","Chanel","Jamir","Christy","Maisie","Jerilyn","Annalise","Aaliyah","Hailey","Maylin","Lakeisha","Journey","Janelle","Macy","Madelyn","Jayden","Aidan","Kane","Tory","Kira","Riley","Cory","Deonte","Katherine","Janae","Mackenzie","Sherry","Lindsey","Kaliyah","Nikki","Brittany","Casey","Annabel","Blaze","Kristen","Shay","Vicki","Bailey","Isabel","Kelsey","Crystal","Rashawn","Reese","Sydney","Shawn","Terri","Jeri","Nicholas","Zachary","Cody","Sofia","Kian","Rachel","Eleanor","Stephanie","Lee","Christopher","Michael"],"guess_error":["Kaylin","Kayson","Daylen","Shaelyn","Charisse","Cambrie","Kayden","Taylin","Jaylen","Adalyn","Shante","Caitlin","Jerrell","Christy","Braylen","Jaycee","Maylin","Chantel","Raylee","Maylee","Cadence","Keshawn","Macy","Jerilyn","Michaela","Janine","Carly","Deshawn","Emmalyn","Lakeisha","Hailey","Kira","Katherine","Journey","Kaylee","Blaze","Maisie","Annalise","Chanel","Jamir","Vicki","Kiana","Shay","Lindsey","Deonte","Aaliyah","Cory","Jaylee","Aidan","Kristen","Kane","Isabel","Shawn","Sherry","Mackenzie","Madelyn","Tory","Janelle","Jayden","Rashawn","Riley","Janae","Nikki","Reese","Annabel","Kaliyah","Casey","Brittany","Terri","Bailey","Sofia","Sydney","Crystal","Kelsey","Kian","Lee","Nicholas","Rachel","Jeri","Zachary","Cody","Eleanor","Stephanie","Christopher","Michael"],"expected_guesses":["Kaylin","Charisse","Kaylee","Kayson","Shante","Jaylen","Maylee","Daylen","Shaelyn","Jaylee","Michaela","Kayden","Carly","Taylin","Jerrell","Caitlin","Cambrie","Adalyn","Chantel","Janine","Raylee","Braylen","Jaycee","Kiana","Emmalyn","Aaliyah","Keshawn","Cadence","Chanel","Deshawn","Jamir","Christy","Annalise","Jerilyn","Maisie","Hailey","Jayden","Janelle","Maylin","Lakeisha","Madelyn","Journey","Macy","Aidan","Brittany","Tory","Riley","Lindsey","Kane","Kira","Cory","Mackenzie","Kaliyah","Katherine","Deonte","Janae","Nikki","Sherry","Casey","Bailey","Kristen","Annabel","Blaze","Shay","Kelsey","Vicki","Isabel","Crystal","Rashawn","Reese","Shawn","Sydney","Terri","Jeri","Zachary","Nicholas","Cody","Eleanor","Sofia","Stephanie","Kian","Rachel","Lee","Christopher","Michael"]},"sex":{"effective":["Kaylin","Charisse","Kayson","Shante","Kaylee","Maylee","Shaelyn","Kayden","Carly","Michaela","Jaylen","Jerrell","Daylen","Jaylee","Caitlin","Adalyn","Chantel","Cambrie","Raylee","Emmalyn","Keshawn","Janine","Jaycee","Kiana","Cadence","Deshawn","Chanel","Taylin","Jamir","Christy","Maisie","Jerilyn","Annalise","Aaliyah","Hailey","Lakeisha","Maylin","Janelle","Journey","Macy","Madelyn","Braylen","Aidan","Jayden","Kane","Kira","Deonte","Katherine","Riley","Janae","Mackenzie","Sherry","Lindsey","Kaliyah","Brittany","Tory","Annabel","Cory","Blaze","Kristen","Shay","Vicki","Bailey","Casey","Isabel","Nikki","Kelsey","Crystal","Rashawn","Shawn","Reese","Sydney","Nicholas","Zachary","Sofia","Kian","Cody","Rachel","Terri","Eleanor","Stephanie","Jeri","Lee","Christopher","Michael"],"guess_error":["Kaylin","Kayson","Charisse","Shaelyn","Cambrie","Kayden","Daylen","Adalyn","Shante","Caitlin","Jerrell","Christy","Jaylen","Taylin","Jaycee","Maylin","Chantel","Raylee","Maylee","Cadence","Keshawn","Macy","Jerilyn","Michaela","Janine","Carly","Deshawn","Emmalyn","Lakeisha","Hailey","Kira","Katherine","Journey","Kaylee","Blaze","Maisie","Braylen","Annalise","Chanel","Jamir","Vicki","Kiana","Shay","Lindsey","Deonte","Aaliyah","Jaylee","Aidan","Kristen","Cory","Kane","Isabel","Sherry","Mackenzie","Madelyn","Janelle","Shawn","Jayden","Rashawn","Riley","Janae","Annabel","Tory","Reese","Kaliyah","Casey","Brittany","Nikki","Bailey","Sofia","Crystal","Kelsey","Kian","Terri","Lee","Sydney","Nicholas","Rachel","Zachary","Cody","Jeri","Eleanor","Stephanie","Christopher","Michael"],"expected_guesses":["Kaylin","Charisse","Kaylee","Kayson","Shante","Maylee","Shaelyn","Jaylee","Michaela","Kayden","Carly","Jaylen","Daylen","Jerrell","Caitlin","Cambrie","Adalyn","Chantel","Janine","Raylee","Kiana","Emmalyn","Jaycee","Aaliyah","Keshawn","Taylin","Cadence","Chanel","Jamir","Deshawn","Christy","Annalise","Jerilyn","Maisie","Hailey","Janelle","Lakeisha","Jayden","Madelyn","Maylin","Journey","Braylen","Macy","Aidan","Brittany","Lindsey","Kane","Riley","Kira","Mackenzie","Kaliyah","Katherine","Deonte","Janae","Tory","Cory","Sherry","Casey","Kristen","Bailey","Annabel","Blaze","Shay","Vicki","Kelsey","Isabel","Nikki","Crystal","Rashawn","Reese","Shawn","Sydney","Zachary","Terri","Nicholas","Eleanor","Cody","Sofia","Stephanie","Jeri","Kian","Rachel","Lee","Christopher","Michael"]},"decade":{"effective":["Kaylin","C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```


### US Birth Data {.collapse}

<div class="abstract-collapse">

Every published national SSA spelling–sex–year count, 1880–2025.

</div>

```{.text #ssa-full.json.xz.base64}
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awWlbs9dUuqnlusr5O48d4kPBtdnDuL4PN46nzu4ZqwxcsrYDrWWNfLZ6++4U2Rev8WSZEc0bWYw2Y6Gv2dZgr0K03g/0qLsGx6s0JAhqLUfm4FHoQQfC9Q9
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```


### Earlier Snapshot Patch {.collapse}

<div class="abstract-collapse">

Replacement cells restoring the exact 1880–2024 benchmark snapshot.

</div>

```{.text #ssa-old-patch.json.xz.base64}
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bbwbggABts4IitA2MJR3PrHEZ/sCAAAAAARZWg==
```


### Census First Names {.collapse}

<div class="abstract-collapse">

The complete 53,615-spelling first-name count table, including sex-specific counts.

</div>

```{.text #census-full.json.xz.base64}
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vKY0/6w/N0nA/25pklfnscpWIIk2KlGO3A5geSDnU2EbLpCxAsBTNjy8N18dM7mX2YwqGZ4BALVKa17ObPvGab6J4TEqo2sDz6IY5qCseV45LgzKisOEW+Sv
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```


### England/Wales Birth Data {.collapse}

<div class="abstract-collapse">

Every spelling–sex–year count extracted from the frozen 1996–2025 ONS compilation.

</div>

```{.text #ons-full.json.xz.base64}
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```


### Census Surname Counts {.collapse}

<div class="abstract-collapse">

The complete 162,253-surname published count table from the 2010 Census; the residual aggregate is excluded.

</div>

```{.text #surnames2010-full.json.xz.base64}
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Ousr0BHY5Q40uNmqkVrdjqk7HR82OMCEMOnc2CK55PCO1TYdPsRDqIjvGC77cAuImwvmJ/VSUJhAUCMHMKaPeZHFRuY8SZ3bQs5VLhME3ba44zk6QYkVZSE/
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```


### Benchmark Inputs {.collapse}

<div class="abstract-collapse">

Frozen candidate keys, lexical transcriptions, and temporal control choices used in the method checks.

</div>

```{.text #method-data.json.xz.base64}
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