This 🤯 is a very big 🤯 I have access to the new GPT Code Interpreter. I uploaded an XLS file, no context: "Can you do visualizations & descriptive analyses to help me understand the data? "Can you try regressions and look for patterns?" "Can you run regression diagnostics?"

Apr 29, 2023 · 4:39 AM UTC

I also took it up on its offer to do a sensitivity analysis. Aside from how it did that, look at how it problem-solved when it lost access to the original data (I apparently waited too long before asking it to continue). Data cleaning, analysis, problem solving, inference...
I would also note that the calculations, code & graphs all appear to be correct based on my spot checks, but it incorrectly gives two numbers in the text (even though it calculates & reports them in the graphs & analysis correctly) I expect that to improve when fully using GPT-4
Code Interpreter really is the biggest thing I have seen in AI since GPT-4 (which wasn't that long ago, but still). It can take 100MB files, do analyses, write and execute code, and give you files as downloads. Not even sure about its limits yet.
The code interpreter feature on ChatGPT is the most mind blowing thing I've seen yet. All I did was upload a CSV of SF crime data and ask it to visualize trends(!!)
Another example.
OpenAI's new Code Interpreter model is incredible for data visualization. I fed it an unpolished dataset of UFO sightings and it generated a fully-functioning HTML heat map for me. Here's a static version (it easily lets me create as many versions as I want)
Replying to @emollick
I’ve been looking for a similar setup to upload our sales data to find patterns by customer and seasonality. any recs?
Replying to @emollick
How large was the spreadsheet? How large can you go?
Replying to @emollick
This does appear powerful, but is there any reliable way to check if it is correct? Often, the simplest replies (esp. concerning numbers) come back very inaccurate.
Replying to @emollick
We need a plug-in for big data to do this at a professional level. At comparative we are building one
Replying to @emollick
Notes on Annual Report. We used AI to create a financial model in Excel and found there was a mistake in calculation. We had to revise the past three quarters' profit by sum of $1 billion dollars.