No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
featuretools has 281K monthly downloads and 8K GitHub stars. Version 1.31.0 supports Python <4,>=3.9, first published in 2017.
It is showing limited recent maintenance under a permissive license, last released in May 2024.
It is built on top of cloudpickle, holidays and numpy. It is used by 27 tracked packages, including nlp-primitives, evalml and fastdfs.
GitHub topics include feature-engineering, machine-learning and data-science.
Package Insights
Package Risks
- No releases in 182 days despite active commits
- High downloads but no recent maintenance activity
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
40
Popularity
84
Adoption
94
Community
70
Provenance
0
How the maintenance status was determined
Last commit
600 days ago
Monthly downloads
280,897
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
280,897
Stars
7,660
Stars per 1k downloads
27.27
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
14,797
Month daily avg
9,363
Momentum
+58.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
<4,>=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
BSD 3-clause
•
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
783 days ago
Total releases
105
Releases/year
11.6
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
76
Monthly downloads
280,897
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
64
Issue Burden
19.7
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
8.3%
contrib / forks
Stale Release
182d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
9.5K
Windows
20
macOS
15
Python Versions
3.11
67.2%
6.2K
3.8
18.9%
1.8K
3.10
11.5%
1.1K
3.12
1.4%
131
3.13
1.0%
93
Top Countries
1.
US
6.3K
US
2.
SG
1.6K
SG
3.
IE
1.0K
IE
4.
AU
532
AU
5.
JP
21
JP
6.
IN
10
IN
7.
CN
9
CN
8.
GB
9
GB
9.
CA
6
CA
10.
NL
6
NL
Dependencies
9
- cloudpickle >=1.5.0
- holidays >=0.17
- numpy >=1.25.0
- packaging >=20.0
- pandas >=2.0.0
- psutil >=5.7.0
- scipy >=1.10.0
- tqdm >=4.66.3
- woodwork >=0.28.0
41 optional dependencies
- autonormalize[autonormalize]
- autonormalize[docs]
- black[dev]
- boto3[test]
- click[docs]
- composeml[test]
- dask[dask]
- distributed[dask]
- featuretools[dev]
- featuretools[docs]
- featuretools[complete]
- featuretools-sklearn-transformer[sklearn]
- featuretools-sql[sql]
- featuretools-tsfresh-primitives[tsfresh]
- graphviz[test]
- ipython[docs]
- jupyter[docs]
- jupyter-client[docs]
- matplotlib[docs]
- moto[test]
- myst-parser[docs]
- nbconvert[docs]
- nbsphinx[docs]
- nlp-primitives[nlp]
- pip[test]
- pre-commit[dev]
- premium-primitives[premium]
- psycopg2-binary[sql]
- pyarrow[test]
- pydata-sphinx-theme[docs]
- pympler[test]
- pytest[test]
- pytest-cov[test]
- pytest-timeout[test]
- pytest-xdist[test]
- ruff[dev]
- smart-open[test]
- sphinx[docs]
- sphinx-copybutton[docs]
- sphinx-inline-tabs[docs]
- urllib3[test]
Used By
27
- nlp-primitives
- evalml
- fastdfs
- mlprimitives
- insyt-secure
- atom-ml
- semiauto-classification
- rust-dfs
- featuretools-update-checker
- categorical-encoding
- premium-primitives
- featuretools4spark
- zephyr-ml
- experionml
- auto-feature
- vtarget
- evalml-automining
- blocktorch
- orpheus-ml
- featuretools-ta1
- easyautoml
- eh-evalml
- auto-feature-prod
- semiauto-regression
- dldb
- climaticai
- sphynxml
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
BSD 3-clause
First Release
July 3, 2017
Last Release
2 years ago
Last Commit
1 year ago
Latest Version
1.31.0
Total Releases
105
Contributors
76
Open PRs
14
Archived
No
Python Versions
3
3.9
3.10
3.11
3.12
Wheels
cp27
py2
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh