Monthly downloads
106.4K
Weekly downloads
24.4K
GitHub stars
654
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
<3.15,>=3.9
Licence
BUSL-1.1
Last Release
8 months ago
First Release
June 12, 2018
Total Releases
69
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
Package Risks
- No releases in 169 days despite active commits
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
80
Popularity
60
Adoption
60
Community
55
Provenance
100
How the maintenance status was determined
Last commit
83 days ago
Monthly downloads
106,420
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
106,420
Stars
654
Stars per 1k downloads
6.15
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
3,492
Month daily avg
3,547
Momentum
-1.6%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More 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
BUSL-1.1
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
252 days ago
Total releases
69
Releases/year
8.3
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
22
Monthly downloads
106,420
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
58
Issue Burden
76.5
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
18.0%
contrib / forks
Stale Release
169d
PR Velocity
Quiet
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
1.4K
Windows
36
macOS
36
Python Versions
3.11
30.1%
349
3.12
27.4%
318
3.10
17.5%
203
3.13
13.7%
159
3.14
11.2%
130
Top Countries
1.
US
1.0K
US
2.
KR
165
KR
3.
DE
99
DE
4.
SG
84
SG
5.
NL
68
NL
6.
IE
57
IE
7.
ID
40
ID
8.
AU
29
AU
9.
CN
29
CN
10.
IN
26
IN
Weekly Downloads
GitHub Stars
Dependencies
4
-
numpy
>=1.21.0
python_version < "3.10"
-
pandas
<3,>=1.4.0
python_version < "3.11"
-
plotly
>=5.10.0
python_version < "3.13"
-
scipy
>=1.7.3
python_version < "3.10"
35 optional dependencies
-
alabaster<0.8,>=0.7.16[dev]extra == "dev"
-
boto3<1.38,>=1.37.18[dev]extra == "dev"
-
build>=1.0.0[dev]extra == "dev"
-
bump-my-version>=0.18.3[dev]extra == "dev"
-
copulas[test]extra == "test"
-
copulas[dev]extra == "dev"
-
coverage<7.8,>=7.7.1[dev]extra == "dev"
-
docutils<0.22,>=0.21.2[dev]extra == "dev"
-
invoke[dev]extra == "dev"
-
jinja2<3.2,>=3.1.6[dev]extra == "dev"
-
jupyter>=1.0.0[tutorials]extra == "tutorials"
-
lxml-html-clean<0.5,>=0.4.1[dev]extra == "dev"
-
markupsafe>=2.0.1[tutorials]extra == "tutorials"
-
myst-parser<4.1,>=3.0.1[dev]extra == "dev"
-
nbsphinx<0.10,>=0.9.7[dev]extra == "dev"
-
pip>=9.0.1[dev]extra == "dev"
-
pytest>=6.2.5[test]extra == "test"
-
pytest-cov>=2.6.0[test]extra == "test"
-
pytest-rerunfailures>=10.3[test]extra == "test"
-
ruff<1,>=0.3.2[dev]extra == "dev"
-
rundoc<0.5,>=0.4.3[readme]extra == "readme"
-
scikit-learn>=0.24[tutorials]python_version < "3.12" and extra == "tutorials"
-
sphinx<7.5,>=7.4.7[dev]extra == "dev"
-
sphinx-rtd-theme<3.1,>=3.0.2[dev]extra == "dev"
-
sphinxcontrib-applehelp<2.1,>=2.0.0[dev]extra == "dev"
-
sphinxcontrib-devhelp<2.1,>=2.0.0[dev]extra == "dev"
-
sphinxcontrib-htmlhelp<2.2,>=2.1.0[dev]extra == "dev"
-
sphinxcontrib-qthelp<2.1,>=2.0.0[dev]extra == "dev"
-
sphinxcontrib-serializinghtml<2.1,>=2.0.0[dev]extra == "dev"
-
tabulate<0.10,>=0.9.0[dev]extra == "dev"
-
tomli>=2.0.0[test]extra == "test"
-
twine>=1.10.0[dev]extra == "dev"
-
urllib3<2.4,>=1.26.20[dev]extra == "dev"
-
watchdog>=1.0.1[dev]extra == "dev"
-
wheel>=0.30.0[dev]extra == "dev"
Used By
13
- sdmetrics 78.3K/mo
- sdv 63.9K/mo
- freeaeon-ml 1.0K/mo
- python-synthpop 257/mo
- dp-cgans 248/mo
- swxg 225/mo
- causal-forecast 198/mo
- synomicsbench 139/mo
- gsapme 138/mo
- privacy-tuner 112/mo
Repository details
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords