PyPI Stats
ywatanabe1989

scitex

Python toolkit for reproducible science — from raw data to manuscript. Includes 42 modules, 270 CLI commands, 186 MCP tools, and 493 skills.
PyPI GitHub
Downloads
Day
374
Week
12.7K
Month
20.6K
Stars
84
Forks
22
Issues
17
Version
2.28.13

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
40
Adoption
83
Community
40
How the maintenance status was determined
Last commit
5 days ago
Monthly downloads
20,629
• 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
20,629
Stars
84
Stars per 1k downloads
4.07
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
1,820
Month daily avg
688
Momentum
+164.7%
((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
AGPL-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
6 days ago
Total releases
74
Releases/year
84.7
• 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
3
Monthly downloads
20,629
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
55
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
13.6%
contrib / forks
Stale Release
No
 
PR Velocity
Overwhelmed
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 1.0K
Windows 2

Python Versions

3.11
41.9% 425
3.12
22.2% 225
3.10
21.7% 220
3.13
14.0% 142
3.9
0.3% 3

Top Countries

1. US US
1.1K
2. CA CA
25
3. JP JP
24
4. NO NO
16
5. SG SG
13
6. KR KR
8
7. AU AU
4
8. CN CN
3
9. EE EE
2

Dependencies

40
511 optional dependencies

Used By

20
View all 20 dependents

Package Information

License
AGPL-3.0-only
First Release
June 21, 2025
Last Release
6 days ago
Last Commit
5 days ago
Latest Version
2.28.13
Total Releases
74
Contributors
3
Open PRs
34
Archived
No
Python Versions
3 3.10 3.11 3.12 3.13
Wheels
py3
Keywords
data-analysis machine-learning neural-networks research scientific-computing signal-processing
Topics
python reproducibility scientific-computing academic-writing automation bibtex data-visualization generative-ai latex literature-review machine-learning matplotlib mcp-server pandas pytorch research-automation statistics scitex ai-research mcp
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links