Excellent post. It is worth noting that GPT-4O on some sites such as Poe.com will not produce images. You must copy and paste the Python code into a notebook to create an image. It's therefore best to use GPT-4o on OpenAI. As pointed out this will change data analytics for sure but it is not without a few problems. I have used LLMs for data analysis for the past 18 months and continue to find different types of errors. The user should have at least an intermediate knowledge of data science to properly leverage this excellent AI tool and be able to spot errors when they occur.