How to Combine Duplicate or Similar Rows in a Python Pandas DataFrame

Publicado el: 16 julio 2023
en el canal de: SyntaxByte
1,599
14

In this video, I cover some strategies for aggregating and merging rows that are similar or near-duplicates in a Python pandas dataframe into a single row. This is helpful for situations where the information could easily be captured in a single row and you want to preserve the information but decrease the amount of rows. I used this recently when working with a set of Twitter data from Kaggle. I also cover how to simply drop the true duplicates, or drop similar rows if that is the preferred solution in your case.

Written tutorial and source code: https://syntaxbytetutorials.com/how-t...

Chapters:
0:00 Introduction and Drop True Duplicates
2:45 Simple Aggregate Example
5:15 Complex Aggregate Example


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