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[Making the CSV file](#making-the-csv-file)\n  - [Benchmarking Pandas and Polars](#benchmarking-pandas-and-polars)\n  - [Results](#results)\n    - [Specs](#specs)\n\n## Making the CSV file\n\nRun [`src/main.rs`](./src/main.rs) for CSV file generation.\n\n## Benchmarking Pandas and Polars\n\n```sh\ncd pl_vs_pd\nuv venv\nsource .venv/bin/activate # `.venv\\Scripts\\Activate` on Windows\nuv pip install -r pyproject.toml\nuv run python main.py\n```\n\n## Results\n\nOn [my machine](#specs) Polars is consistently 39~40 times faster than Pandas.\n\n### Specs\n\n- Ryzen 5 3600X\n- Arch Linux `6.13.2-zen1-1-zen`\n- Transcend NVMe SSD (`TS512GMTE220S`)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F1git2clone%2Fpolars-vs-pandas","html_url":"https://awesome.ecosyste.ms/projects/github.com%2F1git2clone%2Fpolars-vs-pandas","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F1git2clone%2Fpolars-vs-pandas/lists"}