PyPI Stats
blaylockbk

herbie-data

Download numerical weather prediction datasets (HRRR, RAP, GFS, IFS, etc.) from NOMADS, NODD partners (Amazon, Google, Microsoft), ECMWF open data, and the University of Utah Pando Archive System.
PyPI GitHub

Shared Repository

This package shares its GitHub repository (blaylockbk/Herbie) with 1 other package. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
3.0K
Week
15.6K
Month
72.3K
Stars
734
Forks
131
Issues
90
Version
2026.3.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
61
Adoption
58
Community
60
How the maintenance status was determined
Last commit
1 days ago
Monthly downloads
72,311
• 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
72,311
Stars
734
Stars per 1k downloads
10.15
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
2,226
Month daily avg
2,410
Momentum
-7.6%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.11
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
MIT 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
60 days ago
Total releases
34
Releases/year
7.3
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
32
Monthly downloads
72,311
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
84
 
Issue Burden
122.6
per 1k stars
Discussions
156.7
per 1k stars
Fork Ratio
24.4%
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 1.6K
Windows 34
macOS 29

Python Versions

3.12
46.8% 775
3.11
33.3% 552
3.10
13.0% 215
3.13
6.1% 101
3.9
0.8% 14

Top Countries

1. US US
1.2K
2. CA CA
333
3. IE IE
36
4. NL NL
27
5. SG SG
25
6. TW TW
8
7. RU RU
6
8. AE AE
5
9. DE DE
4
10. GB GB
4

Dependencies

8
10 optional dependencies

Used By

7

Package Information

License
MIT License
First Release
August 30, 2021
Last Release
2 months ago
Last Commit
2 days ago
Latest Version
2026.3.0
Total Releases
34
Contributors
32
Open PRs
11
Archived
No
Python Versions
3 3.11 3.12 3.13 3.14
Wheels
py3
Keywords
GRIB2 HRRR atmosphere forecast meteorology weather xarray
Topics
grib hrrr cfgrib xarray noaa-data big-data-program python rap nomads grib2 gfs download ecmwf-data numerical-weather-prediction open-data
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links