PyPI Stats
Data-Centric-AI-Community

datakit-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
PyPI GitHub

Shared Repository

This package shares its GitHub repository (Data-Centric-AI-Community/data-profiling) with 1 other package. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
23
Week
59
Month
616
Stars
13.5K
Forks
1.8K
Issues
263
Version
4.19.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
50
Popularity
87
Adoption
27
Community
80
How the maintenance status was determined
Last commit
13 days ago
Monthly downloads
616
• 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
616
Stars
13,537
Stars per 1k downloads
21975.65
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
Needs at least 1,000 monthly downloads to classify popularity.
How download momentum is calculated
Week daily avg
8
Month daily avg
21
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
<3.14,>=3.10
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 License
• 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
14 days ago
Total releases
1
Releases/year
26.1
• 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
126
Monthly downloads
616
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
84
 
Issue Burden
19.4
per 1k stars
Discussions
3.0
per 1k stars
Fork Ratio
7.1%
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

No OS data available

Python Versions

No Python version data available

Top Countries

1. KR KR
3
2. US US
2
3. CA CA
1

Dependencies

21
35 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
MIT License
First Release
April 22, 2026
Last Release
2 weeks ago
Last Commit
2 weeks ago
Latest Version
4.19.0
Total Releases
1
Contributors
126
Open PRs
54
Archived
No
Python Versions
3 3.10 3.11 3.12 3.13 3.14
Wheels
py2 py3
Keywords
pandas data-science data-analysis python jupyter ipython
Topics
pandas-profiling pandas-dataframe statistics jupyter-notebook exploration data-science python pandas machine-learning deep-learning exploratory-data-analysis eda data-quality html-report data-exploration data-analysis jupyter big-data-analytics data-profiling hacktoberfest
Tracking Since
April 26, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links