PyRank
arundo

adtk

A Python toolkit for rule-based/unsupervised anomaly detection in time series
PyPI GitHub
More links
Download Stats
Monthly downloads
220.3K
Weekly downloads
54.5K
GitHub stars
1.2K

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
0.6.2
Requires Python
>=3.5
Licence
Mozilla Public License 2.0 (MPL 2.0)
Last Release
6 years ago
Author
Arundo Analytics, Inc.
First Release
September 27, 2019
Total Releases
12
Python Versions
3.5 3.6 3.7 3.8
No reported malware or high/critical advisories · Details

The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
30
Popularity
65
Adoption
73
Community
45
Provenance
0
How the maintenance status was determined
Last commit
2373 days ago
Monthly downloads
220,327
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
220,327
Stars
1,212
Stars per 1k downloads
5.50
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
7,786
Month daily avg
7,344
Momentum
+6.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
>=3.5
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
• Legacy
Supports 3.10 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
Mozilla Public License 2.0 (MPL 2.0)
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
2373 days ago
Total releases
12
Releases/year
1.7
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
10
Monthly downloads
220,327
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
50
 
Issue Burden
37.1
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
6.1%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 6.7K
macOS 6
Windows 5

Python Versions

3.10
59.8% 3.9K
3.11
16.9% 1.1K
3.6
11.8% 765
3.12
9.6% 622
3.9
2.0% 129

Top Countries

1. GR GR
3.0K
2. US US
2.9K
3. NL NL
294
4. DE DE
183
5. IE IE
158
6. AU AU
118
7. CN CN
76
8. KR KR
15
9. CA CA
11
10. SG SG
7

Weekly Downloads

GitHub Stars

Dependencies

7
13 optional dependencies

Used By

2

Repository details

Forks
164
Issues
45
Last Commit
6 years ago
Contributors
10
Open PRs
8
Archived
No

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords
anomaly detection time series
Sources and methodology