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add pandas explode
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BindiChen committed Mar 29, 2023
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Expand Up @@ -65,6 +65,7 @@ Practical Machine Learning topics for articles in my [Medium blog](https://bindi
* [Reshaping a DataFrame from wide to long format using `melt()`](https://bindichen.medium.com/reshaping-a-dataframe-using-pandas-melt-83a151ce1907) | [![View on Github](https://img.shields.io/badge/Github-Notebook-orange?logo=Github)](data-analysis/048-pandas-melt/pandas-melt.ipynb)
* [Reshaping a DataFrame from long to wide format using `pivot()`](https://bindichen.medium.com/reshaping-a-dataframe-from-long-to-wide-format-using-pivot-b099930b30ae) | [![View on Github](https://img.shields.io/badge/Github-Notebook-orange?logo=Github)](data-analysis/049-pandas-pivot/pivot.ipynb)
* [Reshaping a DataFrame/Series with `stack()` and `unstack()`](https://bindichen.medium.com/reshaping-a-dataframe-with-pandas-stack-and-unstack-925dc9ce1289) | [![View on Github](https://img.shields.io/badge/Github-Notebook-orange?logo=Github)](data-analysis/067-pandas-stack/pandas-stack-unstack.ipynb)
* [Exploding a list-like column with Pandas `explode()` method](https://bindichen.medium.com/exploding-a-list-like-column-with-pandas-explode-method-3ffd41f9f7e2) | [![View on Github](https://img.shields.io/badge/Github-Notebook-orange?logo=Github)](data-analysis/074-pandas-explodes/explode-list-like-columns.ipynb)
* Grouping and Summarizing
* [Pandas `groupby()` for grouping data and performing operations](https://bindichen.medium.com/all-pandas-groupby-you-should-know-for-grouping-data-and-performing-operations-2a8ec1327b5) | [![View on Github](https://img.shields.io/badge/Github-Notebook-orange?logo=Github)](data-analysis/032-pandas-groupby/pandas-groupby.ipynb)
* [A Practical Introduction to Pandas `pivot_table()`](https://medium.com/@bindiatwork/a-practical-introduction-to-pandas-pivot-table-function-3e1002dcd4eb) | [![View on Github](https://img.shields.io/badge/Github-Notebook-orange?logo=Github)](data-analysis/003-pandas-pivot-table/003-pandas-pivot-table.ipynb)
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