PyPI Stats
pyjanitor-devs

pyjanitor

Clean APIs for data cleaning. Python implementation of R package Janitor
PyPI GitHub
Downloads
Day
19.5K
Week
166.2K
Month
660.9K
Stars
1.5K
Forks
184
Issues
103
Version
0.32.23

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
67
Adoption
78
Community
75
How the maintenance status was determined
Last commit
29 days ago
Monthly downloads
660,926
• 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
660,926
Stars
1,488
Stars per 1k downloads
2.25
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
23,742
Month daily avg
22,031
Momentum
+7.8%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.8
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
29 days ago
Total releases
91
Releases/year
11.2
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
109
Monthly downloads
660,926
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
74
 
Issue Burden
69.2
per 1k stars
Discussions
5.4
per 1k stars
Fork Ratio
59.2%
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 18.9K
macOS 31
Windows 17

Python Versions

3.10
87.7% 16.5K
3.11
7.0% 1.3K
3.12
2.9% 542
3.9
1.6% 311
3.13
0.8% 150

Top Countries

1. US US
17.8K
2. BR BR
480
3. DE DE
245
4. SG SG
162
5. NL NL
86
6. FR FR
40
7. CA CA
30
8. IE IE
27
9. GB GB
22
10. IN IN
18

Dependencies

5
51 optional dependencies

Used By

18
View all 18 dependents

Package Information

License
MIT
First Release
March 29, 2018
Last Release
4 weeks ago
Last Commit
4 weeks ago
Latest Version
0.32.23
Total Releases
91
Contributors
109
Open PRs
7
Archived
No
Python Versions
3 3.8 3.9 3.10 3.11
Wheels
py2 py3
Keywords
pandas data-cleaning data-science janitor
Topics
pandas dataframe data cleaning-data data-engineering pydata hacktoberfest
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links