No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
pandas-flavor has 1.3M monthly downloads and 309 GitHub stars. Version 0.8.1 supports Python 3.10+, first published in 2018.
It is stably maintained under a permissive license, last released in Nov 2025.
It is built on top of pandas and xarray. It is used by 29 tracked packages, including pyjanitor, pingouin and descriptastorus.
GitHub topics include pandas.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
55
Popularity
47
Adoption
60
Community
35
Provenance
0
How the maintenance status was determined
Last commit
109 days ago
Monthly downloads
1,332,757
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
1,332,757
Stars
309
Stars per 1k downloads
0.23
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
34,507
Month daily avg
44,425
Momentum
-22.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=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
•
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
226 days ago
Total releases
10
Releases/year
1.2
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
12
Monthly downloads
1,332,757
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
40
Issue Burden
16.2
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
70.6%
contrib / forks
Stale Release
117d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
18.3K
macOS
1.0K
Windows
445
Python Versions
3.12
40.1%
7.7K
3.10
30.5%
5.9K
3.11
22.1%
4.3K
3.13
5.5%
1.1K
3.14
1.8%
353
Top Countries
1.
US
16.5K
US
2.
DE
483
DE
3.
SG
458
SG
4.
IE
334
IE
5.
BR
236
BR
6.
NL
232
NL
7.
AU
152
AU
8.
JP
141
JP
9.
CN
132
CN
10.
BE
130
BE
Used By
29
- pyjanitor
- pingouin
- descriptastorus
- pytimetk
- dpkits
- pandas-log
- pandas-survey-toolkit
- ctd
- cellphe
- fantasyfootball
- pymantra
- gliderpy
- phylopandas
- pandas-reconcile
- sentier-data-tools
- neat-panda
- metabolinks
- fraggler
- metadpy
- seekwellpandas
- fintics
- longtermbiosignals
- pandstat
- pandas-express
- dproc
- pandas-emetrics
- tensorpack-f
- pycnet
- pandas-light
Package Information
License
MIT
First Release
January 29, 2018
Last Release
7 months ago
Last Commit
3 months ago
Latest Version
0.8.1
Total Releases
10
Contributors
12
Open PRs
5
Archived
No
Python Versions
3
3.9
3.10
3.11
3.12
Wheels
py2
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh