Polars is one of the fastest DataFrame libraries available for Python
It's implemented in Rust, providing excellent performance
Has over 29,000+ stars on GitHub
Actively maintained and widely used in the data science community
Complements the existing pandas entry by offering a high-performance alternative
Changes made
Added Polars entry with link and description
Maintained alphabetical ordering within the Data Analysis section
Followed the existing formatting style
Checklist
Entry is in alphabetical order
Description is clear and concise
Link points to the official repository
Follows the format of other entries
🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.
## 📋 Pull Request Information
**Original PR:** https://github.com/vinta/awesome-python/pull/2785
**Author:** [@krishna-medapati](https://github.com/krishna-medapati)
**Created:** 11/1/2025
**Status:** ❌ Closed
**Base:** `master` ← **Head:** `add-polars-data-analysis`
---
### 📝 Commits (1)
- [`fd14a69`](https://github.com/vinta/awesome-python/commit/fd14a69337f478b6f0ba010ad140fae59d773beb) Add Polars to Data Analysis section
### 📊 Changes
**1 file changed** (+1 additions, -0 deletions)
<details>
<summary>View changed files</summary>
📝 `README.md` (+1 -0)
</details>
### 📄 Description
## Description
Added [Polars](https://github.com/pola-rs/polars) to the Data Analysis section.
## Why this addition?
- Polars is one of the fastest DataFrame libraries available for Python
- It's implemented in Rust, providing excellent performance
- Has over 29,000+ stars on GitHub
- Actively maintained and widely used in the data science community
- Complements the existing pandas entry by offering a high-performance alternative
## Changes made
- Added Polars entry with link and description
- Maintained alphabetical ordering within the Data Analysis section
- Followed the existing formatting style
## Checklist
- [x] Entry is in alphabetical order
- [x] Description is clear and concise
- [x] Link points to the official repository
- [x] Follows the format of other entries
---
<sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>
Blocking a user prevents them from interacting with repositories, such as opening or commenting on pull requests or issues. Learn more about blocking a user.
📋 Pull Request Information
Original PR: https://github.com/vinta/awesome-python/pull/2785
Author: @krishna-medapati
Created: 11/1/2025
Status: ❌ Closed
Base:
master← Head:add-polars-data-analysis📝 Commits (1)
fd14a69Add Polars to Data Analysis section📊 Changes
1 file changed (+1 additions, -0 deletions)
View changed files
📝
README.md(+1 -0)📄 Description
Description
Added Polars to the Data Analysis section.
Why this addition?
Changes made
Checklist
🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.