PyRank
wireservice

agate

A Python data analysis library that is optimized for humans instead of machines.
PyPI GitHub Verified repo
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

agate has 31.7M monthly downloads and 1K GitHub stars. Version 1.14.2, first published in 2015.

It is actively maintained under a permissive license, last released in Feb 2026.

It is built on top of babel, isodate and leather. It is used by 36 tracked packages, including dbt-adapters, dbt-core and dbt-common.

Downloads
Day
1.0M
Week
7.3M
Month
31.7M
Stars
1.2K
Forks
160
Issues
4
Version
1.14.2

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
65
Adoption
70
Community
50
Provenance
100
How the maintenance status was determined
Last commit
2 days ago
Monthly downloads
31,733,699
• 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
31,733,699
Stars
1,197
Stars per 1k downloads
0.04
• 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
1,047,034
Month daily avg
1,057,790
Momentum
-1.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
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
129 days ago
Total releases
40
Releases/year
3.7
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
54
Monthly downloads
31,733,699
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
3.3
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
33.8%
contrib / forks
Stale Release
126d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 735.3K
Windows 2.1K
macOS 1.7K

Python Versions

3.12
37.8% 262.4K
3.11
36.5% 253.1K
3.10
13.1% 91.0K
3.9
7.0% 48.9K
3.13
5.6% 38.9K

Top Countries

1. US US
418.3K
2. NL NL
62.8K
3. IE IE
53.5K
4. DE DE
51.7K
5. AU AU
27.1K
6. BR BR
24.9K
7. CA CA
19.7K
8. GB GB
17.5K
9. SG SG
12.5K
10. JP JP
10.9K

Package Information

License
MIT
First Release
August 28, 2015
Last Release
4 months ago
Last Commit
2 days ago
Latest Version
1.14.2
Total Releases
40
Contributors
54
Open PRs
0
Archived
No
Python Versions
3.10 3.11 3.12 3.13 3.14
Wheels
py2 py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links