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Support more DataFrame methods #2

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seeM opened this issue May 31, 2020 · 0 comments
Open
15 tasks

Support more DataFrame methods #2

seeM opened this issue May 31, 2020 · 0 comments
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enhancement New feature or request good first issue Good for newcomers help wanted Extra attention is needed

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@seeM
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seeM commented May 31, 2020 •
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Here is a full list of outstanding DataFrame methods we'd like to eventually support. Each of these should be added in a separate PR. I'd recommend looking to tidylog for inspiration of actual implementation and log message content.

Select columns and/or filter rows

  • df.loc, df.iloc
    • note that these are properties, which won't work exactly the same as others
    • could also just re-order columns

Adding columns

  • df.assign
  • df.__setitem__
  • df.loc, df.iloc
    • how to handle this being used for both getting and setting?

Indexes

  • df.reindex

Joining

  • df.merge
  • df.join
  • df.concat
  • pd.merge
  • pd.merge_asof

Reshaping

  • df.stack
  • df.unstack

Aggregating

  • df.pivot_table
  • df.groupby

Misc

  • df.pipe?
@seeM seeM added enhancement New feature or request good first issue Good for newcomers help wanted Extra attention is needed labels May 31, 2020
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