No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
tsfresh has 398K monthly downloads and 9K GitHub stars. Version 0.21.2 supports Python 3.9+, first published in 2016.
It is actively maintained under a permissive license, last released in May 2026.
It is used by 37 tracked packages, including vus, cheutils and eruption-forecast.
GitHub topics include data-science, feature-extraction and time-series.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
85
Adoption
75
Community
80
Provenance
0
How the maintenance status was determined
Last commit
29 days ago
Monthly downloads
397,854
•
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
397,854
Stars
9,264
Stars per 1k downloads
23.28
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
13,539
Month daily avg
13,262
Momentum
+2.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.9
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
37 days ago
Total releases
33
Releases/year
3.4
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
107
Monthly downloads
397,854
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
88
Issue Burden
6.3
per 1k stars
Discussions
12.0
per 1k stars
Fork Ratio
8.4%
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
25.5K
Windows
148
macOS
140
Python Versions
3.10
82.3%
20.9K
3.12
7.2%
1.8K
3.11
6.0%
1.5K
3.7
3.7%
948
3.13
0.7%
180
Top Countries
1.
US
23.6K
US
2.
NL
594
NL
3.
CA
443
CA
4.
AU
344
AU
5.
DE
247
DE
6.
SG
143
SG
7.
IN
108
IN
8.
FR
99
FR
9.
IE
97
IE
10.
CN
44
CN
Dependencies
0
No dependencies
Used By
37
- vus
- cheutils
- eruption-forecast
- raptor-functions
- flarespy
- tsinterpret
- felits
- astrocast
- bletl
- imputegap
- tsad
- automatic-feature-engineering
- cotkg-network-intrusion-detection
- uqmodels
- napari-signal-classifier
- forecastga
- tsb-uad
- tsagentkit
- featts
- alphapy-pro
- sybil-scorer
- mpowergait
- timeweaver
- stelardataprofiler
- tscglue
- cotkg-ids
- pdmlabs
- tsb-kit
- dsu
- chronos-ai
- time2feat
- ptb-mmg
- msqms
- simpml
- whakaari
- tess-flarefinder
- time-series-toolkit
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
MIT
First Release
October 27, 2016
Last Release
1 month ago
Last Commit
4 weeks ago
Latest Version
0.21.2
Total Releases
33
Contributors
107
Open PRs
13
Archived
No
Author
Maximilian Christ, Nils Braun, Julius Neuffer, Andreas W. Kempa-Liehr
Python Versions
3
3.9
3.10
3.11
3.12
Wheels
py2
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh