PyRank
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sweetviz

Visualize and compare datasets, target values and associations, with one line of code.
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More links
Download Stats Bug Tracker Changelog Discussions
Monthly downloads
72.3K
Weekly downloads
19.8K
GitHub stars *
3.1K

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

Package Information

Latest Version
2.3.3
Requires Python
>=3.7
Licence
MIT
Last Release
6 months ago
First Release
May 26, 2020
Total Releases
37
Python Versions
3 3.7 3.8 3.9 3.10 3.11
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
50
Popularity
73
Adoption
78
Community
30
Provenance
0
How the maintenance status was determined
Last commit
187 days ago
Monthly downloads
72,308
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
72,308
Stars
3,130
Stars per 1k downloads
43.29
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
2,825
Month daily avg
2,410
Momentum
+17.2%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
>=3.7
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
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
187 days ago
Total releases
37
Releases/year
5.8
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
12
Monthly downloads
72,308
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
53
 
Issue Burden
12.1
per 1k stars
Discussions
6.1
per 1k stars
Fork Ratio
4.2%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 1.7K
Windows 45
macOS 7

Python Versions

3.11
48.4% 803
3.10
20.7% 344
3.12
18.4% 305
3.13
8.7% 145
3.14
3.8% 63

Top Countries

1. US US
1.5K
2. GB GB
63
3. PL PL
42
4. NL NL
37
5. IN IN
32
6. SE SE
27
7. BY BY
24
8. SG SG
19
9. TW TW
16
10. HK HK
14

Weekly Downloads

GitHub Stars *

Dependencies

8
10 optional dependencies

Used By

14
View all 14 dependents

Repository details

Forks
286
Issues
38
Last Commit
6 months ago
Contributors
12
Open PRs
3
Archived
No

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords
pandas data-science data-analysis python eda
Sources and methodology