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This repository contains all the scripts that I have used for testing the performance of pandas and polars using python.

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Pandas VS Polars

This repository contains Python scripts used for testing the Pandas and Polars libraries.

Pandas and Polars

Installation

To run the scripts in this repository, you need to install the Pandas and Polars libraries. You can install them using pip:

  pip install pandas

also,

  pip install polars

Usage

  1. Clone this repository to your local machine.
  2. Install the required libraries as mentioned above.
  3. Run the main.py script to execute the testing scripts.
  4. The directory Polars and Pandas contains the respective scripts.
  5. You can modify the scripts or create your own data files for testing purposes.

Note

Sorry guys, the large_files.csv had some problems while uploading due to GitHub's 100MB file size limit. You can create your own data file by running the main.py script :)

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This repository contains all the scripts that I have used for testing the performance of pandas and polars using python.

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