Python Pandas - How to Change Column Order or Swap Columns in DataFrame

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This Python programming tutorial video shows how to swap or re-order the columns in a Python Pandas DataFrame. Change the columns into any order you want using this easy process.

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Thanks for such a clear, easy explanation!

KhalidahTiaret
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Amazing video, saved my life! Thanks!

andresospina
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You could try: df.insert(1, 'C', df.pop('C'))

cordularaecke
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Thanks for doing this video. I was looking for a way to sort sections of a data frame for example header index with A2020, A2021, A2018, A2019, and then 1Q2020, 1Q2021, 1Q2018, 1Q2019. I want the Header index to read A2018, A2019, A2020, A2021, 1Q2018, 1Q2019, 1Q2020, 1Q2021. I hope you can give me a few suggestions.

kenhammond
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Alternatively, df = pd.DataFrame(df, columns=titles) !?

jimmymesa