PyPI Stats
Eden-Kramer-Lab

spectral-connectivity

Frequency domain estimation and functional and directed connectivity analysis tools for electrophysiological data
PyPI GitHub
Downloads
Day
132
Week
553
Month
1.6K
Stars
136
Forks
47
Issues
6
Version
2.0.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
40
Popularity
46
Adoption
32
Community
50
How the maintenance status was determined
Last commit
184 days ago
Monthly downloads
1,591
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
1,591
Stars
136
Stars per 1k downloads
85.48
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
79
Month daily avg
53
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
>=3.10
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
GPL-3.0-only
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
191 days ago
Total releases
17
Releases/year
2.0
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
1,591
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
43
 
Issue Burden
44.1
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
21.3%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 6
Windows 2
macOS 1

Python Versions

3.12
77.8% 7
3.11
22.2% 2

Top Countries

1. US US
7
2. IR IR
2
3. CA CA
1

Dependencies

4
9 optional dependencies

Used By

4

Package Information

License
GPL-3.0-only
First Release
September 27, 2017
Last Release
6 months ago
Last Commit
6 months ago
Latest Version
2.0.0
Total Releases
17
Contributors
10
Open PRs
0
Archived
No
Python Versions
3 3.10 3.11 3.12 3.13
Wheels
py3
Keywords
coherence connectivity electrophysiology frequency-domain granger-causality multitaper neuroscience python spectrogram
Topics
neuroscience frequency-domain electrophysiology brain-connectivity multitaper coherence connectivity-measures python canonical-coherence phase-lag-index spectral-granger-causality global-coherence spectrogram
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links