# Data Wrangling

### DuckDB

[DuckDB](https://duckdb.org/) is a lightweight OLAP type database system written in C++ and designed to be used for EDA style activities:

[![image.png](https://wiki.jamesravey.me/uploads/images/gallery/2022-11/scaled-1680-/kqSimage.png)](https://wiki.jamesravey.me/uploads/images/gallery/2022-11/kqSimage.png)

**From their website: advice on when to use and not to use DuckDB**

### Polars

[Polars](https://www.pola.rs/) is a rust-based data frames library with Python bindings

[![image.png](https://wiki.jamesravey.me/uploads/images/gallery/2022-11/scaled-1680-/image.png)](https://social.juanlu.space/@astrojuanlu/109285218527601776)

[Here is a talk](https://yewtu.be/watch?v=GvYeBHNGlvM) that Juan Luis gave about the library

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