# pandas

> Data analysis and manipulation for Python

DataFrames for loading, cleaning, transforming and analyzing tabular data.

- Source: https://github.com/pandas-dev/pandas
- Homepage: https://pandas.pydata.org
- License: BSD-3-Clause
- Language: Python
- Stars: 49900
- Forks: 20456
- Contributors: 3835
- Last commit: 2026-10-03
- Latest release: v3.0.6 (2026-09-17)
- Purpose: Data & analytics
- Runs on: Library / SDK
- For: Personal, Enterprise

## Worth score: 81/100

How much DigGitHub recommends it, from activity, adoption, docs, license and security signals.

- Popularity: 23/25
- Momentum: 10/20
- Maintenance: 25/25
- Community: 15/15
- Readiness: 8/15

## Alternatives

- [scikit-learn](https://diggithub.com/scikit-learn/scikit-learn.md): Machine learning in Python
- [Scrapy](https://diggithub.com/scrapy/scrapy.md): Fast, high-level web crawling framework for Python
- [CCXT](https://diggithub.com/ccxt/ccxt.md): Unified API for 100+ crypto exchanges
- [Prefect](https://diggithub.com/PrefectHQ/prefect.md): Workflow orchestration for Python
- [TradingAgents](https://diggithub.com/TauricResearch/TradingAgents.md): Multi-agent LLM framework for financial trading research
- [DuckDB](https://diggithub.com/duckdb/duckdb.md): In-process analytical SQL database
- [Polars](https://diggithub.com/pola-rs/polars.md): Extremely fast DataFrame engine
- [Streamlit](https://diggithub.com/streamlit/streamlit.md): Build data apps in pure Python

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Source page: https://diggithub.com/pandas-dev/pandas
Updated: 2026-10-03