Package Insights
Score based on PyPI data only — no linked source repository
N/A
Health Score
Not available
requires GitHub data
How the maintenance status was determined
Last release
20 days ago
Monthly downloads
45,692
•
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
45,692
Stars
Unknown
Stars per 1k downloads
—
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
No star data — can't compute stars-to-downloads ratio.
How download momentum is calculated
Week daily avg
1,540
Month daily avg
1,523
Momentum
+1.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
Not specified
Cutting Edge
Minimum supported version is 3.12 or newer
Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
•
Unknown
No requires_python specified or unparseable
Package does not declare a minimum Python version.
License categories
License
Not specified
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
Package does not declare a license.
How the release cadence was determined
Last release
20 days ago
Total releases
33
Releases/year
12.4
•
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
Unknown
Monthly downloads
45,692
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
Contributor count is missing — this usually indicates the package has no linked GitHub repository.
Engagement
0
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
-
contrib / forks
Stale Release
No
PR Velocity
-
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
724
macOS
144
Windows
33
Python Versions
3.10
27.9%
242
3.13
27.1%
235
3.11
19.5%
169
3.12
16.8%
146
3.9
8.7%
75
Top Countries
1.
US
740
US
2.
AU
32
AU
3.
NL
28
NL
4.
FR
26
FR
5.
CH
19
CH
6.
SG
15
SG
7.
CA
9
CA
8.
CN
9
CN
9.
HK
9
HK
10.
DK
4
DK
Dependencies
11
- absl-py
- etils >=1.7.0
- jsonpath-rw
- networkx
- pandas
- pandas-stubs
- python-dateutil
- rdflib
- requests
- scipy
- tqdm
16 optional dependencies
- apache-beam[beam]
- black[dev]
- flake8-docstrings[dev]
- gitpython[git]
- librosa[audio]
- mlcroissant[dev]
- mypy[dev]
- pillow[image]
- pyarrow[parquet]
- pydicom[dicom]
- pyflakes[dev]
- pygraphviz[dev]
- pytest[dev]
- pytype[dev]
- soxr[audio]
- torchdata[dev]
Package Information
License
Unknown
First Release
September 7, 2023
Last Release
2 weeks ago
Last Commit
-
Latest Version
1.1.0
Total Releases
33
Contributors
-
Open PRs
-
Archived
-
Author
Costanza Conforti, Joaquin Vanschoren, Jos van der Velde, Monjish Bhattacharyya, Omar Benjelloun, Peter Mattson, Pieter Gijsbers, Pierre Marcenac, Pierre Ruyssen, Prabhant Singh
Wheels
py2
py3
Topics
-
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh