PyRank
hyperspy

hyperspy

Multidimensional data analysis
PyPI GitHub
Downloads
Day
4.1K
Week
24.6K
Month
145.5K
Stars
575
Forks
225
Issues
263
Version
2.4.0

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
80
Popularity
62
Adoption
51
Community
90
How the maintenance status was determined
Last commit
59 days ago
Monthly downloads
145,493
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
145,493
Stars
575
Stars per 1k downloads
3.95
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
3,513
Month daily avg
4,850
Momentum
-27.6%
((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
GNU General Public License v3.0
• 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
116 days ago
Total releases
50
Releases/year
3.5
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
71
Monthly downloads
145,493
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
92
 
Issue Burden
457.4
per 1k stars
Discussions
57.4
per 1k stars
Fork Ratio
31.6%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 3.2K
Windows 30
macOS 21

Python Versions

3.12
87.5% 2.9K
3.11
6.0% 195
3.10
4.8% 156
3.13
1.2% 40
3.9
0.5% 16

Top Countries

1. US US
3.5K
2. CN CN
347
3. SG SG
28
4. IE IE
26
5. JP JP
6
6. FR FR
5
7. TW TW
5
8. AT AT
4
9. HK HK
3
10. CH CH
2

GitHub Topics

Tags from the package's GitHub repository describing what it does.

Package Information

License
GNU General Public License v3.0
First Release
April 16, 2012
Last Release
3 months ago
Last Commit
2 months ago
Latest Version
2.4.0
Total Releases
50
Contributors
71
Open PRs
42
Archived
No
Author
The HyperSpy Community
Python Versions
3.10 3.11 3.12 3.13 3.14
Wheels
cp310 cp311 cp35 cp36 cp37 cp38 cp39 py3
Keywords
cathodoluminescence CL EBSD EDX EDS EELS EFTEM ICA PCA PES STEM TEM curve fitting data analysis electron backscatter diffraction electron energy loss spectroscopy electron microscopy energy dispersive x-ray spectroscopy x-ray energy dispersive spectroscopy hyperspectral hyperspectrum hyperspy machine learning microscopy model multidimensional numpy off-axis electron holography photoluminescence PL python quantification
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh

Links