PyRank
pydata

sparse

Sparse multi-dimensional arrays for the PyData ecosystem
PyPI GitHub
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

sparse has 1.3M monthly downloads and 665 GitHub stars. Version 0.19.0 supports Python 3.11+, first published in 2017.

It is actively maintained under a permissive license, last released in Jul 2026.

It is built on top of numba and numpy. It is used by 120 tracked packages, including econml, dask-glm and scvi-tools.

GitHub topics include numpy, sparse-matrix and sparse-matrices.

Downloads
Day
37.1K
Week
289.0K
Month
1.3M
Stars
665
Forks
138
Issues
65
Version
0.19.0

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
60
Adoption
70
Community
75
Provenance
0
How the maintenance status was determined
Last commit
5 days ago
Monthly downloads
1,320,799
• Active
Activity within 30 days
Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
1,320,799
Stars
665
Stars per 1k downloads
0.50
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
Community Favorite
> 5 stars per 1k downloads
• Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
41,285
Month daily avg
44,027
Momentum
-6.2%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.11
Cutting Edge
Minimum supported version is 3.12 or newer
• Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
BSD 3-Clause License
• Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
4 days ago
Total releases
44
Releases/year
4.8
Rapid
Last release within 365 days and > 12 releases/year
• Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
67
Monthly downloads
1,320,799
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
• Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
82
 
Issue Burden
97.7
per 1k stars
Discussions
12.0
per 1k stars
Fork Ratio
48.6%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 30.3K
macOS 1.4K
Windows 653

Python Versions

3.12
27.9% 8.7K
3.13
27.3% 8.4K
3.11
21.5% 6.7K
3.10
19.0% 5.9K
3.9
4.3% 1.3K

Top Countries

1. US US
19.0K
2. IE IE
3.9K
3. GB GB
3.5K
4. NL NL
2.7K
5. SG SG
688
6. KR KR
464
7. IN IN
388
8. JP JP
280
9. DE DE
265
10. SE SE
232
GitHub Topics
Tags from the package's GitHub repository describing what it does.

Package Information

License
BSD 3-Clause License
First Release
April 17, 2017
Last Release
4 days ago
Last Commit
5 days ago
Latest Version
0.19.0
Total Releases
44
Contributors
67
Open PRs
9
Archived
No
Python Versions
3 3.10 3.11 3.12
Wheels
py2 py3
Keywords
sparse numpy scipy dask
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links