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DataFrame libraries

Load, transform and analyse tabular data in memory.

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DataFrame libraries
OutilÉtoilesLicenceConditionsAuto-hébergeableLangageDernière releaseDernier push
pandas50kBSD-3-ClauseOpen sourceNonPythonv3.0.62026-10-06
Polars40kMITOpen sourceNonRustpy-2.0.02026-10-06
Dask14kBSD-3-ClauseOpen sourceNonPython2026.8.02026-09-29
Modin10kApache-2.0Open sourceNonPython0.37.12026-02-10
cuDF9.8kApache-2.0Open sourceNonC++v26.08.012026-10-06
Apache DataFusion9.4kApache-2.0Open sourceNonRust55.1.02026-10-06
Ibis6.7kApache-2.0Open sourceNonPython12.0.02026-10-05
Daft5.8kApache-2.0Open sourceNonRustv0.7.252026-10-06

8 outils

pandas

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

Langage
Python
Licence
BSD-3-Clause
Étoiles
50k
Dernière release
v3.0.6
Dernier push
2026-10-06
Polars

Extremely fast Query Engine for DataFrames, written in Rust

Langage
Rust
Licence
MIT
Étoiles
40k
Dernière release
py-2.0.0
Dernier push
2026-10-06
Modin

Modin: Scale your Pandas workflows by changing a single line of code

Langage
Python
Licence
Apache-2.0
Étoiles
10k
Dernière release
0.37.1
Dernier push
2026-02-10
Daft

High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

Langage
Rust
Licence
Apache-2.0
Étoiles
5.8k
Dernière release
v0.7.25
Dernier push
2026-10-06

Ce que ces outils remplacent