Monthly downloads
960.3K
Weekly downloads
313.0K
GitHub stars
2.5K
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
<4.0.0,>=3.10.0
Licence
MIT
Last Release
2 weeks ago
Author
Sam Lindsay, Theodore Manassis, Tom Hepworth, Andy Bond, Ross Kennedy
First Release
March 13, 2020
Total Releases
165
No reported malware or high/critical advisories · Details
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
71
Adoption
99
Community
70
Provenance
0
How the maintenance status was determined
Last commit
10 days ago
Monthly downloads
960,275
•
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
960,275
Stars
2,466
Stars per 1k downloads
2.57
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
44,717
Month daily avg
32,009
Momentum
+39.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Python version support tiers
requires_python
<4.0.0,>=3.10.0
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
•
Legacy
Supports 3.10 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
MIT
•
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
17 days ago
Total releases
165
Releases/year
25.0
•
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
77
Monthly downloads
960,275
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
84
Issue Burden
77.5
per 1k stars
Discussions
199.9
per 1k stars
Fork Ratio
28.4%
contrib / forks
Stale Release
No
PR Velocity
Quiet
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
24.0K
macOS
133
Windows
45
Python Versions
3.12
53.1%
12.5K
3.11
23.8%
5.6K
3.13
10.5%
2.5K
3.14
9.9%
2.3K
3.10
2.7%
633
Top Countries
1.
US
20.4K
US
2.
IE
879
IE
3.
SG
714
SG
4.
DE
706
DE
5.
FI
502
FI
6.
NL
365
NL
7.
GB
267
GB
8.
AU
210
AU
9.
CA
189
CA
10.
AE
153
AE
Weekly Downloads
GitHub Stars
Dependencies
3
7 optional dependencies
-
altair>=5.0.1[altair]extra == "altair"
-
igraph>=0.11.2[igraph]extra == "igraph"
-
psycopg2-binary>=2.9.0[postgres]extra == "postgres"
-
pyspark>=3.5.0[pyspark]extra == "pyspark"
-
pyspark>=3.5.0[spark]extra == "spark"
-
rapidfuzz>=3.10.0[sqlite]extra == "sqlite"
-
sqlalchemy>=2.0.0[postgres]extra == "postgres"
Used By
14
- uk-address-matcher 3.0K/mo
- matchbox-db 1.8K/mo
- catalystcoop-pudl 1.5K/mo
- healmatcher 962/mo
- splinkclickhouse 901/mo
- marine-qc 759/mo
- matchlab 510/mo
- span-data 378/mo
- databricks-arc 274/mo
- splink-data-generation 193/mo
Repository details
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh