I create many pandas dataframes in the course of my daily activities, and it occurred to me today that because they are, unfortunately, all standalone, often repetitive, and are usually equipped (by me) with minimal metadata, maybe there is an opportunity for a “magic”-like feature. Why would it not be possible to have a special class of dataframe construction (DataFramePlus?) that automagically harmonizes column names & the like wherever possible, uses OpenAI to write an English-language summary of the data, generates metadata, and gives the user the option to register the dataframe and associated data in a local and/or central repository? Is anyone aware of anything like this already?
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