No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
pandapower has 371K monthly downloads and 1K GitHub stars. Version 3.5.3 supports Python 3.10+, first published in 2017.
It is actively maintained under a permissive license, last released in Jul 2026.
It is built on top of deepdiff, geojson and networkx. It is used by 35 tracked packages, including pandapipes, simbench and grid2op.
GitHub topics include powerflow, power and system.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
70
Adoption
75
Community
100
Provenance
100
How the maintenance status was determined
Last commit
2 days ago
Monthly downloads
371,411
•
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
371,411
Stars
1,212
Stars per 1k downloads
3.26
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
12,832
Month daily avg
12,380
Momentum
+3.6%
((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
BSD 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
0 days ago
Total releases
59
Releases/year
6.2
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
150
Monthly downloads
371,411
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
100
Issue Burden
108.1
per 1k stars
Discussions
112.2
per 1k stars
Fork Ratio
25.5%
contrib / forks
Stale Release
No
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
8.2K
macOS
959
Windows
942
Python Versions
3.11
45.6%
4.6K
3.13
21.1%
2.1K
3.12
19.7%
2.0K
3.14
9.3%
939
3.10
4.2%
429
Top Countries
1.
US
9.4K
US
2.
DE
288
DE
3.
SG
125
SG
4.
CN
64
CN
5.
GB
61
GB
6.
NL
56
NL
7.
TW
26
TW
8.
CH
24
CH
9.
HK
17
HK
10.
IN
17
IN
Dependencies
10
- deepdiff ~=8.6
- geojson ~=3.2
- networkx ~=3.4
- numpy ~=2.2
- packaging ~=25.0
- pandas ~=2.3
- pandera ~=0.26.1
- scipy <1.17
- tqdm ~=4.67
- typing-extensions ~=4.9
38 optional dependencies
- cryptography[fileio]
- geopandas[plotting]
- geopandas[fileio]
- igraph[plotting]
- juliacall[pandamodels]
- lightsim2grid[performance]
- lxml[converter]
- lxml[fileio]
- matplotlib[plotting]
- matplotlib[docs]
- matpowercaseframes[converter]
- mypy[typing]
- nbmake[test]
- numba[performance]
- numpydoc[docs]
- openpyxl[fileio]
- ortools[performance]
- pandapower[all]
- pandapower[docs]
- pandas-stubs[typing]
- pandera[typing]
- plotly[plotting]
- power-grid-model-io[pgm]
- psycopg[fileio]
- pytest[test]
- pytest-xdist[test]
- scipy-stubs[typing]
- shapely[control]
- sphinx[docs]
- sphinx-pyproject[docs]
- sphinx-rtd-theme[docs]
- sphinxcontrib-imagesvg[docs]
- types-networkx[typing]
- types-openpyxl[typing]
- types-psycopg2[typing]
- types-shapely[typing]
- types-tqdm[typing]
- xlsxwriter[fileio]
Used By
35
- pandapipes
- simbench
- grid2op
- gex
- pandahub
- esfex
- powermcp
- expertop4grid
- electricalsim
- powfacpy
- midas-powergrid
- curriculumagent
- dave-core
- mosaik-pandapower-2
- pandamodelsbackend
- illuminator
- grid2viz
- commonpower
- pp-translator
- relay-coordination
- opfgym
- vpplib
- pandapower-viz
- opf-potpourri
- citadel-simulator
- pandaprosumer
- tensorconvolutionplus
- tensorpowerflow
- tp-but-ge2i
- quantumgridos
- pypowsybl-grid2opbackend
- iflow-mcp-power-agent-powermcp
- grid-processing-toolkit
- cybermicrogrid
- psdm2pp
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
BSD License
First Release
January 12, 2017
Last Release
4 hr ago
Last Commit
3 days ago
Latest Version
3.5.3
Total Releases
59
Contributors
150
Open PRs
27
Archived
No
Python Versions
3
3.10
3.11
3.12
3.13
Wheels
py3
Keywords
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh