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DOC: fix grammar issues and incorrect link in "Getting Started" guide #40215

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@madhuv2002

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@madhuv2002

Location of the documentation

https://pandas.pydata.org/docs/getting_started/index.html

Documentation problem

As part of the HackIllinois Open Source Fellowship and having never used pandas before, I have been reading through the pandas documentation to learn more about it and noticed several issues in the Getting Started page of the docs.

  • Small punctuation errors
  • The "to user guide" link under "How to manipulate textual data?" leads to the time-series section of the guide
  • Under "How to combine data from multiple tables", the given explanation is hard to understand due to grammar issues

Suggested fix for documentation

  • Under "What kind of data does pandas handle" add a comma after "clean"
  • Under "How to calculate summary statistics" add a comma after "a sliding window of data"
  • For the incorrect linking to time-series, have the user guide instead link to "Working with text data"
  • Rephrase the synopsis under "How to combine data from multiple tables" to -> Multiple tables can be concatenated both column wise and row wise as database-like join/merge operations are provided to combine multiple tables of data.

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