ChatGPT Code Interpreter vs Noteable Plugin: Which is best for data analysis?

In this video I compare ChatGPT's Code Interpreter with the Noteable Plugin for ChatGPT to see how each performs on a variety of different data analysis and data visualization tasks. You can find me @chadskelton on Twitter and Threads.
Blog post:
www.chadskelton.com/2023/05/us...
Datasets used in these videos:
github.com/chadskelton/data/t...

[@jonrrobinson]

Very helpful - thank you 👍

[@jt1923]

Just watched the rest of the video. I see the SpsCy library works in Noteable. Great distinction

[@tgwashdc]

Good comparison. I could get code interpreter to give me a downloadable Jupyter notebook file. Noteable is probably obsolete as of now. But I like the API calls in-built in Noteable.

[@yiminggong667]

i had similar test, at this moment, noteable performs much better but in a long run, gpt probably will shine.

[@jt1923]

Great video, Chad. Your comparison between Noteable and Code Interpreter is especially timely. Thanks for demonstrating a technique using the Natural Language Toolkit (NLTK). I had a similar experience with mapping a CSV file. The Code Interpreter recommended using the folium library, and I successfully used it in Google Colab's Python environment. I'm planning to apply the same approach to the NLTK example you showed. If you're considering mapping your bike theft locations, the folium library might be worth a shot. Also, if a tutorial on how to input code into Google Colab could be useful, let me know. I haven't made screen recording videos in a while, but I'd be happy to take a shot at it this weekend. Thanks again!

[@chadskeltondata]

I don't know much about Google Colab but sure some folks would find that useful. Post a comment with the link if you make one. :)

[@notme2136]

@@chadskeltondata It's basically exactly the same as noteable except it's been out longer and you have access to more hardware and longer runtimes, especially with google colab pro. No integration with chatgpt though, what I do is all my querying in chatgpt via noteable and then move my projects over to google colab pro as they near completion.

[@karinahulka9980]

notable plugin can't read excel data frame if some cells are merged or hidden, which can occur when dealing with data files. I tried reading it in Jupyter lab and it worked fine. For some reason I thought notable plugin is kinda like jupyter notebook web version without having to use anaconda prompt...

[@Garfield_W_Fisher]

Have you tried Claude 2? I uploaded a CSV and for some reason Claude 2 dropped 20% of the rows. Code Interpreter is really good at reminding users to test the assumptions of the test, especially running multivariate regression. Great video… thanks for creating and sharing.

[@chadskeltondata]

Would like to give Claude a try but from what I read it's only available in the US and UK, so no luck for a Canadian like me. :)

[@jasondye2743]

Hello Chad, would this plug-in combo do the opposite? Meaning if I upload an image of a bar graph could it pull data from the image? Specifically looking to upload an electric bill graph showing monthly kwh and have AI calculate the annual kwh. Would you be able to help with this?

[@chadskeltondata]

I don't think ChatGPT can read bar chart images, at least not yet.

[@jasondye2743]

@@chadskeltondata Thank you for your reply. Any idea of a tool to automatically read a bar graph? Or something that could be built to accomplish this? Looking to hire a freelancer to help build an app. Thank you

[@chadskeltondata]

@@jasondye2743 Sorry, no idea. I think some of the tools (like Bing?) have the ability to submit images as part of your prompt but I haven't tested out any of them to see if they could actually read the data in a bar chart.