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Re:Apache Arrow and the “Things I Hate About Pandas” by FridgeSeal on Tuesday September 26, 2017 @01:12AM (#15336366)
This is exactly how I use it.

I pull the relevant data out of a production database, clean it, add relevant columns, filter out trash data, use seaborn to produce some simple plots to see what my data approximately looks/structured like then off to sklearn.

Re:Apache Arrow and the “Things I Hate About Pandas” by atupis on Tuesday September 26, 2017 @03:18AM (#15336809)
Definitely this and I like how simple plotting is at pandas, usually df['some_column'].plot() gives decent plot out of box.