Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
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
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Downloads by OS
Python Versions
Top Countries
Weekly Downloads
GitHub Stars
Dependencies
- aiofiles <26,>=25.1
- aiohttp <4,>=3.14
- beautifulsoup4 <5,>=4.15
- cdsapi <1,>=0.7.7
- duckdb <2,>=1.2.2
- folium <1,>=0.20
- geopandas <2,>=1.1
- geopy <3,>=2.5
- httpx <1,>=0.28
- matplotlib <4,>=3.10
- numpy <3,>=2.2
- openpyxl <4,>=3.1
- pandas <4,>=2.3
- pillow <13,>=12.2
- pyproj <4,>=3.7
- rasterio <2,>=1.4
- requests <3,>=2.34
- s2sphere <1,>=0.2.5
- scipy <2,>=1.15
- shapely <3,>=2.1
- soilgrids <1,>=0.1.5
- tenacity <10,>=9.1
- tqdm <5,>=4.70
- wetterdienst <0.137,>=0.117
- xarray >=2025.6
24 optional dependencies
-
apscheduler<4,>=3.11[server]extra == "server"
-
bcrypt<4.1,>=4.0[server]extra == "server"
-
build<2,>=1.2[release]extra == "release"
-
email-validator<3,>=2.3[server]extra == "server"
-
fastapi<1,>=0.141[server]extra == "server"
-
matplotlib<4,>=3.10[evaluation]extra == "evaluation"
-
mypy<3,>=2.3[dev]extra == "dev"
-
passlib<2,>=1.7.4[server]extra == "server"
-
psutil<8,>=7[evaluation]extra == "evaluation"
-
pydantic<3,>=2.13[server]extra == "server"
-
pyjwt<3,>=2.13[server]extra == "server"
-
pytest<10,>=9.1[dev]extra == "dev"
-
pytest-asyncio<2,>=1.4[dev]extra == "dev"
-
pytest-cov<8,>=7.1[dev]extra == "dev"
-
python-dotenv<2,>=1.2[server]extra == "server"
-
python-multipart<1,>=0.0.32[server]extra == "server"
-
pyyaml<7,>=6[dev]extra == "dev"
-
setuptools<85,>=77[dev]extra == "dev"
-
slowapi<1,>=0.1.10[server]extra == "server"
-
sqlalchemy<3,>=2.0[server]extra == "server"
-
twine<8,>=6[release]extra == "release"
-
uv<0.13,>=0.12[dev]extra == "dev"
-
uvicorn<1,>=0.52[server]extra == "server"
-
wheel<1,>=0.48[dev]extra == "dev"