PyPI Stats
hed-standard

hedtools

Python validation, summary, and analysis tools for HED (Hierarchical Event Descriptors).
PyPI GitHub
Downloads
Day
399
Week
4.7K
Month
23.8K
Stars
18
Forks
12
Issues
4
Version
1.1.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
29
Adoption
43
Community
50
How the maintenance status was determined
Last commit
5 days ago
Monthly downloads
23,793
• 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
23,793
Stars
18
Stars per 1k downloads
0.76
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
674
Month daily avg
793
Momentum
-15.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
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
MIT
• 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
17 days ago
Total releases
14
Releases/year
3.6
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
18
Monthly downloads
23,793
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
47
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
150.0%
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 294
macOS 140
Windows 54

Python Versions

3.13
41.8% 204
3.14
28.7% 140
3.12
11.5% 56
3.10
9.0% 44
3.11
9.0% 44

Top Countries

1. US US
474
2. RO RO
8
3. SG SG
8
4. CA CA
1
5. GB GB
1

Dependencies

9
16 optional dependencies

Used By

4

Package Information

License
MIT
First Release
June 20, 2022
Last Release
2 weeks ago
Last Commit
5 days ago
Latest Version
1.1.0
Total Releases
14
Contributors
18
Open PRs
0
Archived
No
Author
VisLab, Ian Callanan, Monique Dennisen, Jeremy Cockfield, Alexander Jones, Owen Winterberg
Python Versions
3 3.10 3.11 3.12 3.13 3.14
Wheels
py3
Keywords
HED hierarchical event descriptors validation neuroscience BIDS events metadata annotation
Topics
events annotation neuroimaging eeg fmri hed tools python validation analysis-tools summarization-tools
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links