Monthly downloads
14.0K
Weekly downloads
3.6K
GitHub stars
2.0K
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
>=3.10
Licence
Apache-2.0
Last Release
1 year ago
Author
Quantopian Inc
First Release
March 29, 2021
Total Releases
25
Python Versions
3.10
3.11
3.12
3.13
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
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
50
Popularity
71
Adoption
61
Community
30
Provenance
0
How the maintenance status was determined
Last commit
338 days ago
Monthly downloads
13,995
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
13,995
Stars
1,960
Stars per 1k downloads
140.05
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
512
Month daily avg
466
Momentum
+9.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Python version support tiers
requires_python
>=3.10
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
Apache-2.0
•
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
455 days ago
Total releases
25
Releases/year
4.5
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
1
Monthly downloads
13,995
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
54
Issue Burden
13.8
per 1k stars
Discussions
8.2
per 1k stars
Fork Ratio
0.3%
contrib / forks
Stale Release
117d
PR Velocity
Overwhelmed
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
221
Windows
47
macOS
25
Python Versions
3.12
46.9%
138
3.11
33.3%
98
3.13
16.7%
49
3.14
2.0%
6
3.10
1.0%
3
Top Countries
1.
US
190
US
2.
CN
16
CN
3.
IN
15
IN
4.
KR
13
KR
5.
JP
11
JP
6.
DE
6
DE
7.
SG
6
SG
8.
BR
5
BR
9.
NL
5
NL
10.
AU
4
AU
Weekly Downloads
GitHub Stars
Dependencies
26
- alembic >=0.7.7
- bcolz-zipline >=1.2.6
- bottleneck >=1.0.0
- click >=4.0.0
- empyrical-reloaded >=0.5.7
- exchange-calendars >=4.2.4
- h5py >=2.7.1
- intervaltree >=2.1.0
- iso3166 >=2.1.1
- iso4217 >=1.6.20180829
- lru-dict >=1.1.4
- multipledispatch >=0.6.0
- networkx >=2.0
- numexpr >=2.6.1
-
numpy
>=1.23.5
python_version < "3.12"
- pandas <3.0,>=1.3.0
- patsy >=0.4.0
- python-dateutil >=2.4.2
- pytz >=2018.5
- requests >=2.9.1
- scipy >=0.17.1
- six >=1.10.0
- sqlalchemy >=2
- statsmodels >=0.6.1
- tables >=3.4.3
- toolz >=0.8.2
26 optional dependencies
-
click[test]extra == "test"
-
coverage[test]extra == "test"
-
cython[docs]extra == "docs"
-
cython>=0.29.21[dev]extra == "dev"
-
cython<3.2.0,>=0.29.21[test]extra == "test"
-
flake8>=3.9.1[test]extra == "test"
-
m2r2[docs]extra == "docs"
-
matplotlib>=1.5.3[test]extra == "test"
-
mypy>=1.10.0[dev]extra == "dev"
-
numpydoc>=0.5.0[docs]extra == "docs"
-
pandas-datareader>=0.2.1[test]extra == "test"
-
parameterized>=0.6.1[test]extra == "test"
-
pre-commit>=2.12.1[dev]extra == "dev"
-
pydata-sphinx-theme[docs]extra == "docs"
-
pytest>=7.2.0[test]extra == "test"
-
pytest-cov>=3.0.0[test]extra == "test"
-
pytest-rerunfailures[test]extra == "test"
-
pytest-timeout>=1.4.2[test]extra == "test"
-
pytest-xdist>=2.5.0[test]extra == "test"
-
responses>=0.9.0[test]extra == "test"
-
ruff>=0.11.12[dev]extra == "dev"
-
sphinx>=1.3.2[docs]extra == "docs"
-
sphinx-autobuild>=0.6.0[docs]extra == "docs"
-
sphinx-markdown-tables[docs]extra == "docs"
-
testfixtures>=4.1.2[test]extra == "test"
-
tox[test]extra == "test"
Used By
3
- jupyter-quant 353/mo
- modular-backtest 138/mo
- ibquant 85/mo
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh