# Python data tools — GitHub repository comparison

Canonical HTML: https://gitdebt.com/compare/python-data-tools

> pandas, Polars, NumPy, Dask and Arrow for data crunching.

## Repositories in this category

| Repository | Report | Markdown |
| --- | --- | --- |
| `pandas-dev/pandas` | https://gitdebt.com/pandas-dev/pandas | https://gitdebt.com/pandas-dev/pandas.md |
| `pola-rs/polars` | https://gitdebt.com/pola-rs/polars | https://gitdebt.com/pola-rs/polars.md |
| `numpy/numpy` | https://gitdebt.com/numpy/numpy | https://gitdebt.com/numpy/numpy.md |
| `dask/dask` | https://gitdebt.com/dask/dask | https://gitdebt.com/dask/dask.md |
| `apache/arrow` | https://gitdebt.com/apache/arrow | https://gitdebt.com/apache/arrow.md |

## Overlay every repository on one chart

```markdown
![Python data tools star history](https://api.gitdebt.com/api/chart.svg?repos=pandas-dev%2Fpandas%2Cpola-rs%2Fpolars%2Cnumpy%2Fnumpy%2Cdask%2Fdask%2Capache%2Farrow&rebase=1&theme=dark)
```

Public repositories only. Open the canonical HTML page for the interactive timeline and the per-repository health columns.