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pandrs

v0.3.2 Growing

A high-performance DataFrame library for Rust, providing pandas-like API with advanced features including SIMD optimization, parallel processing, and distributed computing capabilities

Apache-2.0 Edition 2021 MSRV 1.70.0
Data structuresScienceMathematics #statistics#analytics#data#dataframe#pandas

Quick Verdict

  • โœ“Actively maintained (updated 36d ago)
  • !Pre-1.0: API may have breaking changes
  • !Heavy dependency tree (57 direct deps)
  • โœ“Permissive license (Apache-2.0)
  • !64% of releases were yanked

Security

Checking security advisories...
Downloads
3.3K
Dependents
4
Releases
14
Size
1.7MB

Deep Insights

๐Ÿ“‰
Download decline

12 downloads in the last 30 days, down 82% from the previous period. May indicate migration to alternatives.

๐Ÿ‘ค
Prolific maintainer

The primary maintainer publishes 737 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

๐Ÿ”ฌ
Pre-1.0 for over a year

Despite being 1+ years old, pandrs hasn't reached 1.0 yet. Expect potential API changes between versions.

๐Ÿ“ฆ
Heavy dependency tree

57 direct dependencies. Consider the impact on compile times and supply chain complexity.

โš ๏ธ
Notable yanked versions

64% of releases have been yanked. Check version history before pinning.

Health Breakdown

Maintenance 18/25

Recency, release consistency, active ratio

Quality 7/25

Yanked ratio, deps, size, maturity, features

Community 8/20

Reverse deps, ownership, ecosystem

Popularity 4/15

Downloads, momentum, growth trend

Documentation 12/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
0/day avg
02/263/164/34/215/95/26

Version Adoption

v0.1.0
51%
v0.2.0
15%
v0.3.0
13%
v0.3.2
12%
v0.3.1
10%

Release Timeline

10 releases5 yankedsince 2025
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2025
6
2026
4
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Yanked

Feature Flags

jitcudawasmexcelflightscirs2stableparquetservingall-safeoptimizedstreamingtest-coretest-saferesiliencedistributedcloud-storagevisualizationbackward_compat

README

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Maintainers

Dependencies
57
direct dependencies
Dependents
4
crates depend on pandrs

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