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Top Python DataFrame Libraries 2025

GitHub Libraries → Python → DataFrame Libraries
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pandas-dev/pandas 45K +137

added 1 month ago

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

Python Data Science Libraries DataFrame Libraries Data Structures Statistics Libraries

pola-rs/polars 33K +222

added 1 month ago

Polars is a blazingly fast DataFrame library for manipulating structured data.

Rust Data Structures DataFrame Libraries Data Science Libraries Python Data Structures DataFrame Libraries Data Science Libraries

modin-project/modin 10K +8

added 1 month ago

Scale your pandas workflows by changing one line of code.

Python Data Science Libraries DataFrame Libraries Data Structures Statistics Libraries

jazzband/tablib 4K +4

added 1 month ago

Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c.

Python CSV Libraries JSON Libraries YAML Libraries Word / Excel Libraries DataFrame Libraries

lancedb/lance 4K +128

added 1 month ago

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning.

Python DataFrame Libraries AI / ML Libraries LLM Libraries

kayjan/bigtree 186

added 1 month ago

Tree Implementation and Methods for Python, integrated with list, dictionary, pandas and polars DataFrame.

Python Data Structures DataFrame Libraries

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