Hi Stephen! I used a World Bank data (GDP simplified to 15 countries and clean) to repeat your Summarize steps, and absolutely nothing worked! It's the first time in so long that I've seen the chat rave. He simply ignored the data and gave me a summary that had nothing to do with my selected countries. I tried in several ways, restarting the conversation from scratch with different prompts, indicating in detail what the data was about and it remained lost...
Do not use chat gpt to run your data analysis. For the love of god, make it write you python code! No spss needed! And you avoid the language model hallucinating datapoints (it absolutely will!)
@krazoe6258 Yes, I use ChatGPT, GitHub Copilot, and Codellama and to write code, where I often leverage Python libraries like pandas, nltk, etc. But you don’t always need to write a python script for every DA/DS use case. In fact, in some cases you might end up spending more time troubleshooting code with ChatGPT than writing your own code or just feeding it data. So there are plenty of cases where you may want to upload data and have GPT-4 interrogate a data file, and then there are cases where you’ll want it to write code. Both can work.
@@stephentracy We might come from different backgrounds here. I've just handed in my doctoral thesis, and for one of the analyses I thought I would try chat gpt. But I of course also did the same analysis in python and got totally different beta coefficients. Most likely, chat gpt hallucinated some data or whatever. But if you don't need the results to always be 100% accurate, by all means, go ahead. I'm not the data analysis police
Great learning resource! Keep up the good work!
Thank you!
great presentation
Thank you!
Great job, very informative
Thank you!
Excellent
Hi Stephen! I used a World Bank data (GDP simplified to 15 countries and clean) to repeat your Summarize steps, and absolutely nothing worked! It's the first time in so long that I've seen the chat rave. He simply ignored the data and gave me a summary that had nothing to do with my selected countries. I tried in several ways, restarting the conversation from scratch with different prompts, indicating in detail what the data was about and it remained lost...
Do not use chat gpt to run your data analysis. For the love of god, make it write you python code! No spss needed! And you avoid the language model hallucinating datapoints (it absolutely will!)
@krazoe6258 Yes, I use ChatGPT, GitHub Copilot, and Codellama and to write code, where I often leverage Python libraries like pandas, nltk, etc. But you don’t always need to write a python script for every DA/DS use case. In fact, in some cases you might end up spending more time troubleshooting code with ChatGPT than writing your own code or just feeding it data. So there are plenty of cases where you may want to upload data and have GPT-4 interrogate a data file, and then there are cases where you’ll want it to write code. Both can work.
@@stephentracy We might come from different backgrounds here. I've just handed in my doctoral thesis, and for one of the analyses I thought I would try chat gpt. But I of course also did the same analysis in python and got totally different beta coefficients. Most likely, chat gpt hallucinated some data or whatever. But if you don't need the results to always be 100% accurate, by all means, go ahead. I'm not the data analysis police
A respectful blend of comments herein. Kudos to all for civility.