PyRank
jakobrunge

tigramite

Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at
PyPI GitHub
More links
Download Stats
Monthly downloads
32.9K
Weekly downloads
13.2K
GitHub stars *
1.7K

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

Package Information

Latest Version
5.2.10.1
Requires Python
Not specified
Licence
GNU General Public License v3.0
Last Release
9 months ago
Author
Jakob Runge
First Release
November 30, 2018
Total Releases
49
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
50
Popularity
70
Adoption
85
Community
45
Provenance
0
How the maintenance status was determined
Last commit
274 days ago
Monthly downloads
32,919
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
32,919
Stars
1,730
Stars per 1k downloads
52.55
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
1,892
Month daily avg
1,097
Momentum
+72.4%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
License categories
License
GNU General Public License v3.0
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
274 days ago
Total releases
49
Releases/year
6.2
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
14
Monthly downloads
32,919
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
73
 
Issue Burden
6.4
per 1k stars
Discussions
26.0
per 1k stars
Fork Ratio
4.3%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 1.3K
Windows 44
macOS 11

Python Versions

3.10
25.4% 342
3.11
21.7% 292
3.14
21.3% 286
3.12
17.1% 230
3.13
14.4% 194

Top Countries

1. US US
1.1K
2. CN CN
185
3. NL NL
103
4. FR FR
48
5. GB GB
12
6. IN IN
11
7. DE DE
10
8. JP JP
5
9. MX MX
5
10. SG SG
5

Weekly Downloads

GitHub Stars *

Dependencies

3
27 optional dependencies

Used By

10

Repository details

Forks
322
Issues
11
Last Commit
9 months ago
Contributors
14
Open PRs
7
Archived
No

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords
causal inference causal discovery prediction time series
Sources and methodology