PyRank
igerber

diff-diff

Difference-in-Differences causal inference in Python. Callaway-Sant'Anna, Synthetic DiD, Honest DiD, event studies. sklearn-like API, validated against R.
PyPI GitHub
More links
Download Stats Documentation Issues Practitioner Guide
Verified repo
Monthly downloads
29.7K
Weekly downloads
11.3K
GitHub stars
405

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
3.12.0
Requires Python
<3.15,>=3.9
Licence
MIT
Last Release
1 month ago
Author
diff-diff contributors
First Release
January 2, 2026
Total Releases
84
Python Versions
3 3.9 3.10 3.11 3.12 3.13 3.14
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

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
54
Adoption
84
Community
35
Provenance
100
How the maintenance status was determined
Last commit
18 days ago
Monthly downloads
29,689
• 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
29,689
Stars
405
Stars per 1k downloads
13.64
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
1,610
Month daily avg
990
Momentum
+62.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
<3.15,>=3.9
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
38 days ago
Total releases
84
Releases/year
106.8
• 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
5
Monthly downloads
29,689
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
44
 
Issue Burden
7.4
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
9.1%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 295
Windows 14
macOS 5

Python Versions

3.13
57.0% 179
3.11
27.7% 87
3.12
12.7% 40
3.14
1.6% 5
3.9
1.0% 3

Top Countries

1. US US
3.0K
2. RU RU
1.4K
3. CN CN
37
4. AT AT
25
5. DE DE
8
6. CA CA
3
7. JP JP
3
8. BR BR
2
9. SG SG
2
10. AU AU
1

Weekly Downloads

GitHub Stars

Dependencies

3
20 optional dependencies

Used By

1