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@ -455,6 +455,7 @@ _Libraries for data analysis._
- [pandas](https://github.com/pandas-dev/pandas) - A library providing high-performance, easy-to-use data structures and data analysis tools.
- [pathway](https://github.com/pathwaycom/pathway) - Real-time data processing framework for Python with reactive dataflows.
- [polars](https://github.com/pola-rs/polars) - A fast DataFrame library implemented in Rust with a Python API.
- [gridoptim](https://github.com/Halfblood-Prince/gridoptim) - Fast parallel grid search optimizer for Python.
- Financial Data
- [akshare](https://github.com/akfamily/akshare) - A financial data interface library, built for human beings!
- [edgartools](https://github.com/dgunning/edgartools) - Library for downloading structured data from SEC EDGAR filings and XBRL financial statements.