PyRank
process-intelligence-solutions

pm4py

Official public repository for PM4Py (Process Mining for Python) — an open-source library for exploring, analyzing, and optimizing business processes with Python.
PyPI GitHub
More links
Download Stats Issues
Monthly downloads
130.8K
Weekly downloads
39.3K
GitHub stars *
1.1K

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

Package Information

Latest Version
2.7.23.11
Requires Python
>=3.11
Licence
AGPL-3.0-or-later
Last Release
Yesterday
First Release
November 23, 2018
Total Releases
254
Python Versions
3 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
100
Popularity
67
Adoption
91
Community
80
Provenance
0
How the maintenance status was determined
Last commit
7 days ago
Monthly downloads
130,822
• 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
130,822
Stars
1,052
Stars per 1k downloads
8.04
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
5,610
Month daily avg
4,361
Momentum
+28.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
>=3.11
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
AGPL-3.0-or-later
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
1 days ago
Total releases
254
Releases/year
32.1
• 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
55
Monthly downloads
130,822
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
61
 
Issue Burden
0.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
15.4%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 1.9K
Windows 63
macOS 28

Python Versions

3.10
35.3% 709
3.12
29.3% 589
3.13
21.4% 429
3.11
8.0% 161
3.14
5.9% 119

Top Countries

1. US US
1.5K
2. GB GB
177
3. IN IN
116
4. DE DE
89
5. NL NL
52
6. AU AU
27
7. SG SG
26
8. CN CN
23
9. CO CO
13
10. IE IE
10

Weekly Downloads

GitHub Stars *

Dependencies

10
35 optional dependencies
  • contourpy==1.3.3[stable]
    extra == "stable"
  • cvxopt[solvers]
    extra == "solvers"
  • cycler==0.12.1[stable]
    extra == "stable"
  • fonttools==4.63.0[stable]
    extra == "stable"
  • graphviz==0.21[stable]
    extra == "stable"
  • jsonschema[ocel]
    extra == "ocel"
  • kiwisolver==1.5.0[stable]
    extra == "stable"
  • lxml==6.1.1[stable]
    extra == "stable"
  • matplotlib==3.11.1[stable]
    extra == "stable"
  • networkx==3.6.1[stable]
    extra == "stable"
  • numpy==2.5.1[stable]
    extra == "stable"
  • openai[llm]
    extra == "llm"
  • packaging==26.2[stable]
    extra == "stable"
  • pandas==3.0.5[stable]
    extra == "stable"
  • pillow==12.3.0[stable]
    extra == "stable"
  • pm4py[all]
    extra == "all"
  • polars[polars]
    extra == "polars"
  • pyarrow[ocel]
    extra == "ocel"
  • pyemd[ml]
    extra == "ml"
  • pygetwindow[windows]
    sys_platform == "win32" and extra == "windows"
  • pynput[windows]
    sys_platform == "win32" and extra == "windows"
  • pyparsing==3.3.2[stable]
    extra == "stable"
  • python-dateutil==2.9.0.post0[stable]
    extra == "stable"
  • pytz==2026.3.post1[stable]
    extra == "stable"
  • pyvis[visualization]
    extra == "visualization"
  • pywin32[windows]
    sys_platform == "win32" and extra == "windows"
  • requests[llm]
    extra == "llm"
  • requests[connectors]
    extra == "connectors"
  • scikit-learn[ml]
    extra == "ml"
  • scipy==1.18.0[stable]
    extra == "stable"
  • setuptools==83.0.0[stable]
    extra == "stable"
  • six==1.17.0[stable]
    extra == "stable"
  • tqdm==4.70.0[stable]
    extra == "stable"
  • wheel==0.47.0[stable]
    extra == "stable"
  • workalendar[calendars]
    extra == "calendars"

Used By

192
View all 192 dependents

Repository details

Forks
357
Issues
0
Last Commit
1 week ago
Contributors
55
Open PRs
1
Archived
No

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords
process mining
Sources and methodology