Python Pandas Tutorial: Viewing Data, Sorting, Transposing, Summary Statistics, Columns, and Indices




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***PANDAS FUNCTIONALITIES INDEXED BY TIME IN EXPANDED DESCRIPTION VIEW***

In this tutorial, we cover some basic Pandas functionalities, including .head(), .tail(), .values, .columns, .index, .describe, .T, .sort_index(), and .sort_values(). So much of learning about Pandas is learning to debug intelligently, which we discuss in brief at the end of the video.

0:57 df.head()
2:00 df.tail()
2:25 df.values()
3:58 df.columns
4:27 df.index
4:54 df.describe() (for summary statistics)
6:49 df.T (transpose–make sure it’s an uppercase T)
7:25 df.sort_index()
9:10 df.sort_values()
10:19 General debugging discussion (somewhat apocryphal)

Thank you for watching! I encourage anyone to leave feedback, questions, or constructive criticism in the comments.

If you are interested in learning more about Python, you can view lessons in the format of an iPython Notebook:
https://github.com/robertgrote/Python-Lessons

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Comment List

  • TechLessons
    January 20, 2021

    Your execution is not visible,

  • TechLessons
    January 20, 2021

    thanks a lot.. it was very beneficial

  • TechLessons
    January 20, 2021

    Great
    I have found one good tutorial which explains pandas very neatly
    https://youtu.be/XBDwb4-tkrY

  • TechLessons
    January 20, 2021

    This is sooooooo helpful. Thank you for walking me through! OMG

  • TechLessons
    January 20, 2021

    Great Job! It was always unclear when it comes to transpose. Thanks for the video!

  • TechLessons
    January 20, 2021

    Thanks a lot! Took me forever to figure out how to transpose a dataframe

  • TechLessons
    January 20, 2021

    zoom in please

  • TechLessons
    January 20, 2021

    this is concise high quality.
    great video. .love it learned lot from the content and the format of the video

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