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DataFrame libraries

Load, transform and analyse tabular data in memory.

Im Vergleich

DataFrame libraries
ToolSterneLizenzBedingungenSelbst hostbarSpracheNeuestes ReleaseLetzter Push
pandas50kBSD-3-ClauseOpen SourceNeinPythonv3.0.62026-10-06
Polars40kMITOpen SourceNeinRustpy-2.0.02026-10-06
Dask14kBSD-3-ClauseOpen SourceNeinPython2026.8.02026-09-29
Modin10kApache-2.0Open SourceNeinPython0.37.12026-02-10
cuDF9.8kApache-2.0Open SourceNeinC++v26.08.012026-10-06
Apache DataFusion9.4kApache-2.0Open SourceNeinRust55.1.02026-10-06
Ibis6.7kApache-2.0Open SourceNeinPython12.0.02026-10-05
Daft5.8kApache-2.0Open SourceNeinRustv0.7.252026-10-06

8 Tools

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

Sprache
Python
Lizenz
BSD-3-Clause
Sterne
50k
Neuestes Release
v3.0.6
Letzter Push
2026-10-06
Polars

Extremely fast Query Engine for DataFrames, written in Rust

Sprache
Rust
Lizenz
MIT
Sterne
40k
Neuestes Release
py-2.0.0
Letzter Push
2026-10-06
Modin

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

Sprache
Python
Lizenz
Apache-2.0
Sterne
10k
Neuestes Release
0.37.1
Letzter Push
2026-02-10
Daft

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

Sprache
Rust
Lizenz
Apache-2.0
Sterne
5.8k
Neuestes Release
v0.7.25
Letzter Push
2026-10-06

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