Package Insights
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
83
Adoption
85
Community
50
How the maintenance status was determined
Last commit
13 days ago
Monthly downloads
367,979
•
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
367,979
Stars
7,353
Stars per 1k downloads
19.98
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
14,173
Month daily avg
12,266
Momentum
+15.6%
((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
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
14 days ago
Total releases
78
Releases/year
13.3
•
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
17
Monthly downloads
367,979
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
74
Issue Burden
17.0
per 1k stars
Discussions
29.1
per 1k stars
Fork Ratio
1.8%
contrib / forks
Stale Release
No
PR Velocity
Active
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
10.1K
Windows
1.4K
macOS
789
Python Versions
3.12
50.1%
5.9K
3.11
32.2%
3.8K
3.13
9.5%
1.1K
3.14
4.4%
514
3.10
3.9%
453
Top Countries
1.
US
9.0K
US
2.
IN
476
IN
3.
JP
294
JP
4.
CN
242
CN
5.
KR
213
KR
6.
DE
164
DE
7.
TW
151
TW
8.
NL
144
NL
9.
SG
137
SG
10.
ES
124
ES
Dependencies
17
- anywidget
- dateparser
- dill
- imageio
- ipywidgets >=7.0.0
- matplotlib
- mypy-extensions
- numba >=0.60
- numpy >=1.23
- pandas <3.0,>=2.0
- plotly >=4.12.0
- pytz
- requests
- schedule
- scikit-learn
- scipy
- tqdm
23 optional dependencies
- alpaca-py[full-no-talib]
- ccxt[full-no-talib]
- codecov[test]
- mako[docs]
- maturin[test-rust]
- mkdocs-material[docs]
- mkdocs-minify-plugin[docs]
- pandas-ta-classic[full-no-talib]
- pytest[test]
- pytest-cov[test]
- pytest-xdist[test]
- python-binance[full-no-talib]
- python-telegram-bot[full-no-talib]
- quantstats[full-no-talib]
- ray[full-no-talib]
- ruamel-yaml[docs]
- ta[full-no-talib]
- ta-lib[full]
- vectorbt[all]
- vectorbt[full]
- vectorbt[test-rust]
- vectorbt-rust[rust]
- yfinance[full-no-talib]
Package Information
License
Unknown
First Release
June 27, 2020
Last Release
2 weeks ago
Last Commit
1 week ago
Latest Version
1.0.0
Total Releases
78
Contributors
17
Open PRs
11
Archived
No
Python Versions
3.10
3.11
3.12
3.13
Wheels
py3
Topics
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh