PyPI Stats
krishnanlab

pecanpy

A fast, parallelized, memory efficient, and cache-optimized Python implementation of node2vec
PyPI GitHub
Downloads
Day
89
Week
1.3K
Month
4.3K
Stars
175
Forks
25
Issues
17
Version
2.0.9

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
30
Popularity
45
Adoption
36
Community
45
How the maintenance status was determined
Last commit
368 days ago
Monthly downloads
4,305
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
4,305
Stars
175
Stars per 1k downloads
40.65
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
180
Month daily avg
144
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
>=3.8
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
License categories
License
BSD 3-Clause License
• 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
847 days ago
Total releases
12
Releases/year
2.2
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
10
Monthly downloads
4,305
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
57
 
Issue Burden
97.1
per 1k stars
Discussions
17.1
per 1k stars
Fork Ratio
40.0%
contrib / forks
Stale Release
478d
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 90
Windows 1

Python Versions

3.12
82.4% 75
3.11
12.1% 11
3.10
2.2% 2
3.9
2.2% 2
3.13
1.1% 1

Top Countries

1. US US
78
2. CN CN
4
3. IN IN
3
4. GR GR
2
5. KR KR
2
6. NL NL
2
7. CA CA
1
8. DE DE
1

Dependencies

6
8 optional dependencies

Used By

4

Package Information

License
BSD 3-Clause License
First Release
October 16, 2020
Last Release
2 years ago
Last Commit
1 year ago
Latest Version
2.0.9
Total Releases
12
Contributors
10
Open PRs
8
Archived
No
Author
Remy Liu
Python Versions
3.8 3.9
Wheels
py3
Keywords
Network Embedding
Topics
-
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links