PyRank
ResidentMario

missingno

Missing data visualization module for Python.
PyPI GitHub
More links
Download Stats
Monthly downloads
258.0K
Weekly downloads
63.6K
GitHub stars
4.2K

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

Package Information

Latest Version
0.5.2
Requires Python
Not specified
Licence
MIT License
Last Release
3 years ago
Author
Aleksey Bilogur
First Release
March 28, 2016
Total Releases
26
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
40
Popularity
77
Adoption
74
Community
40
Provenance
0
How the maintenance status was determined
Last commit
1328 days ago
Monthly downloads
258,021
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
258,021
Stars
4,209
Stars per 1k downloads
16.31
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
9,082
Month daily avg
8,601
Momentum
+5.6%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
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
1328 days ago
Total releases
26
Releases/year
2.5
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
16
Monthly downloads
258,021
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
39
 
Issue Burden
3.1
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
3.1%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 4.7K
Windows 294
macOS 94

Python Versions

3.12
56.1% 2.4K
3.7
14.4% 627
3.11
11.8% 515
3.13
9.5% 416
2.7
8.1% 354

Top Countries

1. US US
4.4K
2. HU HU
321
3. CN CN
148
4. NL NL
85
5. DE DE
66
6. IE IE
63
7. GB GB
56
8. SG SG
45
9. IN IN
32
10. PK PK
31

Weekly Downloads

GitHub Stars

Dependencies

0
No dependencies

Used By

54
View all 54 dependents

Repository details

Forks
519
Issues
13
Last Commit
3 years ago
Contributors
16
Open PRs
1
Archived
No

Data and sources

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