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Re:PandaPy has the speed of NumPy and the usability of Pandas by squaresmile on Friday January 24, 2020 @10:01PM (#22144341)
If anyone else also wonders what does pandas.DataFrame.join do [1]:

> on : str, list of str, or array-like, optional

> Column or index level name(s) in the caller to join on the index in other, otherwise joins index-on-index.

> DataFrame.join always uses other’s index but we can use any column in df.

Interesting choices but luckily I have never been bit by this. Maybe because I first looked up on google on how to do join in pandas. Nowadays, I mostly use pd.merge though.

[1] https://pandas.pydata.org/pandas-docs/stable/reference/api/p...

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