PyRank
twopirllc

pandas-ta

A Comprehensive Python 3 Technical Analysis Library with Pandas Dataframe Extension for Quantitative Researchers, Traders, and Investors.
PyPI GitHub
Downloads
Day
30.9K
Week
205.8K
Month
945.5K
Stars
-
Forks
-
Issues
-
Version
0.4.71b0

Package Insights

What's this?
Score based on PyPI data only - no linked source repository
N/A
Health Score
Not available
requires GitHub data
How the maintenance status was determined
Last release
250 days ago
Monthly downloads
945,504
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
945,504
Stars
Unknown
Stars per 1k downloads
—
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
No star data — can't compute stars-to-downloads ratio.
How download momentum is calculated
Week daily avg
29,406
Month daily avg
31,517
Momentum
-6.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.12
• 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
Not specified
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
Package does not declare a license.
How the release cadence was determined
Last release
250 days ago
Total releases
22
Releases/year
3.0
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
Unknown
Monthly downloads
945,504
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
Contributor count is missing — this usually indicates the package has no linked GitHub repository.
Engagement
0
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
-
contrib / forks
Stale Release
No
 
PR Velocity
-
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 21.9K
Windows 2.3K
macOS 771

Python Versions

3.12
76.5% 19.0K
3.13
16.8% 4.2K
3.14
6.4% 1.6K
3.11
0.4% 89
3.10
0.0% 8

Top Countries

1. US US
17.7K
2. IN IN
856
3. DE DE
508
4. SG SG
459
5. FR FR
449
6. NL NL
403
7. CH CH
358
8. TW TW
330
9. IE IE
302
10. KR KR
294

Package Information

License
Unknown
First Release
February 25, 2019
Last Release
8 months ago
Last Commit
-
Latest Version
0.4.71b0
Total Releases
22
Contributors
-
Open PRs
-
Archived
-
Python Versions
3.12
Wheels
py3
Keywords
ai dataframe extension finance indicators library machine learning pandas ta technical analysis trading
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh

Links