🎉WxData 1.6 Released🎉
WxData 1.6 is released on conda-forge and pypi. The new end-to-end clients in WxData 1.6 are for NEXRAD II Radar Data (returns a list of Py-ART objects for a radar) & for CFS Data. The new raw client makes it easy for people to download open data from Amazon AWS. #python #data
WxData 1.6 is released on conda-forge and pypi. The new end-to-end clients in WxData 1.6 are for NEXRAD II Radar Data (returns a list of Py-ART objects for a radar) & for CFS Data. The new raw client makes it easy for people to download open data from Amazon AWS. #python #data
April 18, 2026 at 5:25 PM
Wrote a detailed post regarding the additions in both WxData 1.5 and WxData 1.6 on the Pangeo Discourse.
Anyone interested in learning more about the new features in WxData as well as general information regarding the WxData Python package, please visit: discourse.pangeo.io/t/wxdata-1-6...
Anyone interested in learning more about the new features in WxData as well as general information regarding the WxData Python package, please visit: discourse.pangeo.io/t/wxdata-1-6...
WxData 1.6 Released
🎉WxData 1.6 is released on both conda-forge and pypi and has a lot of exciting new features. 🎉 In this post I will cover both the new features as well as provide an overview of existing features for ...
discourse.pangeo.io
April 19, 2026 at 6:12 PM
Wrote a detailed post regarding the additions in both WxData 1.5 and WxData 1.6 on the Pangeo Discourse.
Anyone interested in learning more about the new features in WxData as well as general information regarding the WxData Python package, please visit: discourse.pangeo.io/t/wxdata-1-6...
Anyone interested in learning more about the new features in WxData as well as general information regarding the WxData Python package, please visit: discourse.pangeo.io/t/wxdata-1-6...
🎉WxData 2.1 & OpenMeteoApi.NET 1.1 Released🎉
🧵Lots of new features in WxData and OpenMeteoApi.NET. The theme is a lot of clients that interface with the Open-Meteo API. WxData is a Python interface while OpenMeteoApi.NET is a C# interface.
Check 👇for links to updated docs and examples!
🧵Lots of new features in WxData and OpenMeteoApi.NET. The theme is a lot of clients that interface with the Open-Meteo API. WxData is a Python interface while OpenMeteoApi.NET is a C# interface.
Check 👇for links to updated docs and examples!
July 20, 2026 at 11:17 PM
🎉WxData 2.1 & OpenMeteoApi.NET 1.1 Released🎉
🧵Lots of new features in WxData and OpenMeteoApi.NET. The theme is a lot of clients that interface with the Open-Meteo API. WxData is a Python interface while OpenMeteoApi.NET is a C# interface.
Check 👇for links to updated docs and examples!
🧵Lots of new features in WxData and OpenMeteoApi.NET. The theme is a lot of clients that interface with the Open-Meteo API. WxData is a Python interface while OpenMeteoApi.NET is a C# interface.
Check 👇for links to updated docs and examples!
WxData Documentation & Tutorials: pypi.org/project/wxda...
WxData GitHub Repository: github.com/edrewitz/WxD...
WxData GitHub Repository: github.com/edrewitz/WxD...
May 8, 2026 at 2:22 PM
WxData Documentation & Tutorials: pypi.org/project/wxda...
WxData GitHub Repository: github.com/edrewitz/WxD...
WxData GitHub Repository: github.com/edrewitz/WxD...
🎉WxData 1.5 Released🎉
Lots of new clients and improvements in WxData 1.5. Please see the release notes for more information because it is too much to type here. The short is, the USDA FEMS database is not user-friendly to work with and the new clients in WxData are resilient FEMS. [1/n]
Lots of new clients and improvements in WxData 1.5. Please see the release notes for more information because it is too much to type here. The short is, the USDA FEMS database is not user-friendly to work with and the new clients in WxData are resilient FEMS. [1/n]
April 9, 2026 at 7:33 AM
🎉WxData 1.5 Released🎉
Lots of new clients and improvements in WxData 1.5. Please see the release notes for more information because it is too much to type here. The short is, the USDA FEMS database is not user-friendly to work with and the new clients in WxData are resilient FEMS. [1/n]
Lots of new clients and improvements in WxData 1.5. Please see the release notes for more information because it is too much to type here. The short is, the USDA FEMS database is not user-friendly to work with and the new clients in WxData are resilient FEMS. [1/n]
Here is a post where I write in detail about WxData - A Python package to help fellow meteorologists access and work with various types of weather data.
WxData Documentation & Tutorials: pypi.org/project/wxda...
WxData GitHub Repository: github.com/edrewitz/WxD...
#python #data #weather
WxData Documentation & Tutorials: pypi.org/project/wxda...
WxData GitHub Repository: github.com/edrewitz/WxD...
#python #data #weather
July 21, 2026 at 4:38 PM
Here is a post where I write in detail about WxData - A Python package to help fellow meteorologists access and work with various types of weather data.
WxData Documentation & Tutorials: pypi.org/project/wxda...
WxData GitHub Repository: github.com/edrewitz/WxD...
#python #data #weather
WxData Documentation & Tutorials: pypi.org/project/wxda...
WxData GitHub Repository: github.com/edrewitz/WxD...
#python #data #weather
🎉WxData 2.3 Released🎉
WxData 2.3 has been released on conda-forge and pypi.
Release Notes: github.com/edrewitz/WxD...
Documentation & Tutorials: github.com/edrewitz/WxD...
GitHub Repository: github.com/edrewitz/WxD...
🧵For more information 👇
#python #weather #data #automation
WxData 2.3 has been released on conda-forge and pypi.
Release Notes: github.com/edrewitz/WxD...
Documentation & Tutorials: github.com/edrewitz/WxD...
GitHub Repository: github.com/edrewitz/WxD...
🧵For more information 👇
#python #weather #data #automation
September 10, 2026 at 11:52 PM
🎉WxData 2.3 Released🎉
WxData 2.3 has been released on conda-forge and pypi.
Release Notes: github.com/edrewitz/WxD...
Documentation & Tutorials: github.com/edrewitz/WxD...
GitHub Repository: github.com/edrewitz/WxD...
🧵For more information 👇
#python #weather #data #automation
WxData 2.3 has been released on conda-forge and pypi.
Release Notes: github.com/edrewitz/WxD...
Documentation & Tutorials: github.com/edrewitz/WxD...
GitHub Repository: github.com/edrewitz/WxD...
🧵For more information 👇
#python #weather #data #automation
🎉WxData 1.2 Released🎉
NOAA recently made the AIGFS & AIGEFS operational and the data publicly available. Users can conda/pip install WxData 1.2 and have an easy time downloading, pre-processing and post-processing AIGFS and AIGEFS data.
Docs and Examples: pypi.org/project/wxda...
#python #weather
NOAA recently made the AIGFS & AIGEFS operational and the data publicly available. Users can conda/pip install WxData 1.2 and have an easy time downloading, pre-processing and post-processing AIGFS and AIGEFS data.
Docs and Examples: pypi.org/project/wxda...
#python #weather
December 12, 2025 at 8:19 PM
🎉WxData 1.2 Released🎉
NOAA recently made the AIGFS & AIGEFS operational and the data publicly available. Users can conda/pip install WxData 1.2 and have an easy time downloading, pre-processing and post-processing AIGFS and AIGEFS data.
Docs and Examples: pypi.org/project/wxda...
#python #weather
NOAA recently made the AIGFS & AIGEFS operational and the data publicly available. Users can conda/pip install WxData 1.2 and have an easy time downloading, pre-processing and post-processing AIGFS and AIGEFS data.
Docs and Examples: pypi.org/project/wxda...
#python #weather
🎉WxData 2.0 Released🎉
WxData 2.0 has some very exciting new features!
TLDR: Many GRIB clients now use byte-range requests so users can filter variables prior to downloading on cloud servers. Clients can now rotate with AWS and Google Cloud servers. #python #weather #data #wxsky
WxData 2.0 has some very exciting new features!
TLDR: Many GRIB clients now use byte-range requests so users can filter variables prior to downloading on cloud servers. Clients can now rotate with AWS and Google Cloud servers. #python #weather #data #wxsky
May 18, 2026 at 3:35 AM
Just wrote a post on the Pangeo Forum raising awareness of the WxData Python package. #Python #weather #data
discourse.pangeo.io/t/wxdata-a-p...
discourse.pangeo.io/t/wxdata-a-p...
WxData - A Python Package that acts as a data managing/processing client works on VPN/PROXY connections
Hi all! I figured this forum is a great place to raise awareness about a new Python package I created called WxData (first released in November 2025 available on Anaconda and PYPI). WxData is a Pytho...
discourse.pangeo.io
January 22, 2026 at 10:53 PM
Just wrote a post on the Pangeo Forum raising awareness of the WxData Python package. #Python #weather #data
discourse.pangeo.io/t/wxdata-a-p...
discourse.pangeo.io/t/wxdata-a-p...
Wow! WxData has surpassed 1,000 downloads on PIP (PYPI) in the first 2 weeks after release! This is even a faster takeoff than FireWxPy in October 2024. Definitely a promising sign early on for potential package popularity. #python #wxdata #dataengineering #datascience #weather #meteorology
December 10, 2025 at 7:34 AM
Wow! WxData has surpassed 1,000 downloads on PIP (PYPI) in the first 2 weeks after release! This is even a faster takeoff than FireWxPy in October 2024. Definitely a promising sign early on for potential package popularity. #python #wxdata #dataengineering #datascience #weather #meteorology
🎉WxData 1.7 Released🎉
🧵GRIB files are large! Has anyone ever wanted to be able to subset GRIB files when the data server has no GRIB filter present?
Well if so, you're in luck! A new raw data client for byte-range requests is the WxData 1.7 update (now available on conda-forge and pypi). #python
🧵GRIB files are large! Has anyone ever wanted to be able to subset GRIB files when the data server has no GRIB filter present?
Well if so, you're in luck! A new raw data client for byte-range requests is the WxData 1.7 update (now available on conda-forge and pypi). #python
May 8, 2026 at 2:16 PM
🎉WxData 1.7 Released🎉
🧵GRIB files are large! Has anyone ever wanted to be able to subset GRIB files when the data server has no GRIB filter present?
Well if so, you're in luck! A new raw data client for byte-range requests is the WxData 1.7 update (now available on conda-forge and pypi). #python
🧵GRIB files are large! Has anyone ever wanted to be able to subset GRIB files when the data server has no GRIB filter present?
Well if so, you're in luck! A new raw data client for byte-range requests is the WxData 1.7 update (now available on conda-forge and pypi). #python
🎉WxData 1.2.6 Released🎉
As I am building FireWxPy 2.0 (WxData will be the backend of FireWxPy >= 2.0), I found some bugs and areas for improvement. See patch notes below for information regarding the latest bug-fixes and improvements in the WxData 1.2.6 patch. #python #weather #data
As I am building FireWxPy 2.0 (WxData will be the backend of FireWxPy >= 2.0), I found some bugs and areas for improvement. See patch notes below for information regarding the latest bug-fixes and improvements in the WxData 1.2.6 patch. #python #weather #data
January 30, 2026 at 11:35 PM
A new Jupyter Lab Tutorial dropped with WxData 1.0.5: How to use WxData to run external Python scripts in your workflow.
In this example, I download the temperature fields of the GFS0P25 and then post-processes the data in an external script.
github.com/edrewitz/WxD...
#python #dataengineering
In this example, I download the temperature fields of the GFS0P25 and then post-processes the data in an external script.
github.com/edrewitz/WxD...
#python #dataengineering
WxData-JupyterLab-Examples/external_scripts.ipynb at main · edrewitz/WxData-JupyterLab-Examples
JupyterLab Tutorials on How To Download and Process Weather Data with WxData - edrewitz/WxData-JupyterLab-Examples
github.com
December 4, 2025 at 3:05 PM
A new Jupyter Lab Tutorial dropped with WxData 1.0.5: How to use WxData to run external Python scripts in your workflow.
In this example, I download the temperature fields of the GFS0P25 and then post-processes the data in an external script.
github.com/edrewitz/WxD...
#python #dataengineering
In this example, I download the temperature fields of the GFS0P25 and then post-processes the data in an external script.
github.com/edrewitz/WxD...
#python #dataengineering
My goal is for WxData to be the most complete package for weather data access and processing in the Python ecosystem.
April 7, 2026 at 2:11 AM
My goal is for WxData to be the most complete package for weather data access and processing in the Python ecosystem.
My former meteorology professor who teaches the meteorology department's computer programming course replied saying he will try out WxData. Always love sharing works of mine with former teachers and professors!
August 14, 2026 at 7:06 PM
My former meteorology professor who teaches the meteorology department's computer programming course replied saying he will try out WxData. Always love sharing works of mine with former teachers and professors!
🎉WxData 1.1 Released🎉
WxData 1.1 is here and now users can download climate data (Pandas.DataFrame) from the Applied Climate Information System (ACIS) database with the get_xmacis_data() client. #Python
Docs & Examples: pypi.org/project/wxda...
xmACIS2 Client Examples: github.com/edrewitz/WxD...
WxData 1.1 is here and now users can download climate data (Pandas.DataFrame) from the Applied Climate Information System (ACIS) database with the get_xmacis_data() client. #Python
Docs & Examples: pypi.org/project/wxda...
xmACIS2 Client Examples: github.com/edrewitz/WxD...
December 5, 2025 at 3:43 AM
🎉WxData 1.1 Released🎉
WxData 1.1 is here and now users can download climate data (Pandas.DataFrame) from the Applied Climate Information System (ACIS) database with the get_xmacis_data() client. #Python
Docs & Examples: pypi.org/project/wxda...
xmACIS2 Client Examples: github.com/edrewitz/WxD...
WxData 1.1 is here and now users can download climate data (Pandas.DataFrame) from the Applied Climate Information System (ACIS) database with the get_xmacis_data() client. #Python
Docs & Examples: pypi.org/project/wxda...
xmACIS2 Client Examples: github.com/edrewitz/WxD...
Here's the Weather Summary for 28 September 2026 from @cocorahskyjc6.bsky.social located inside the #DanielBooneNF of southeast Kentucky with #wxdata from wunderground.com/dashboard/pws/KKYMCKEE41 & dex.cocorahs.org/stations/KY-JC-6 #ekywx #kywx #BeWeatherSafe Let's #ShareYourWeather
September 29, 2026 at 3:23 AM
Here's the Weather Summary for 28 September 2026 from @cocorahskyjc6.bsky.social located inside the #DanielBooneNF of southeast Kentucky with #wxdata from wunderground.com/dashboard/pws/KKYMCKEE41 & dex.cocorahs.org/stations/KY-JC-6 #ekywx #kywx #BeWeatherSafe Let's #ShareYourWeather
I am aware of other packages that retrieve METAR data (you can also retrieve METAR data with WxData). However, in WxData users will be able to retrieve the weather observations, fuels observations, weather forecast and NFDRS fuels forecast for all the RAWS stations. [3/3].
April 7, 2026 at 2:07 AM
I am aware of other packages that retrieve METAR data (you can also retrieve METAR data with WxData). However, in WxData users will be able to retrieve the weather observations, fuels observations, weather forecast and NFDRS fuels forecast for all the RAWS stations. [3/3].
🎉WxData 1.0 Released!!🎉
Tired of post-processing GRIB? Using a VPN/PROXY server connection and sick of the SSL Errors when trying to download weather data? I got the Python package for you!
Release Notes: github.com/edrewitz/WxD...
Docs: pypi.org/project/wxda...
Repo: github.com/edrewitz/WxD...
Tired of post-processing GRIB? Using a VPN/PROXY server connection and sick of the SSL Errors when trying to download weather data? I got the Python package for you!
Release Notes: github.com/edrewitz/WxD...
Docs: pypi.org/project/wxda...
Repo: github.com/edrewitz/WxD...
November 26, 2025 at 6:47 PM
🎉WxData 1.0 Released!!🎉
Tired of post-processing GRIB? Using a VPN/PROXY server connection and sick of the SSL Errors when trying to download weather data? I got the Python package for you!
Release Notes: github.com/edrewitz/WxD...
Docs: pypi.org/project/wxda...
Repo: github.com/edrewitz/WxD...
Tired of post-processing GRIB? Using a VPN/PROXY server connection and sick of the SSL Errors when trying to download weather data? I got the Python package for you!
Release Notes: github.com/edrewitz/WxD...
Docs: pypi.org/project/wxda...
Repo: github.com/edrewitz/WxD...
Here's the Weather Summary for 27 September 2026 from @cocorahskyjc6.bsky.social located inside the #DanielBooneNF of southeast Kentucky with #wxdata from wunderground.com/dashboard/pws/KKYMCKEE41 & dex.cocorahs.org/stations/KY-JC-6 #ekywx #kywx #BeWeatherSafe Let's #ShareYourWeather
September 28, 2026 at 4:17 AM
Here's the Weather Summary for 27 September 2026 from @cocorahskyjc6.bsky.social located inside the #DanielBooneNF of southeast Kentucky with #wxdata from wunderground.com/dashboard/pws/KKYMCKEE41 & dex.cocorahs.org/stations/KY-JC-6 #ekywx #kywx #BeWeatherSafe Let's #ShareYourWeather
Here is a Jupyter Lab Tutorial where we use WxData to download the ECMWF IFS 500mb Geopotential Height Initial Analysis, then use the cyclic_point() tool to resolve the 180 meridian and then plot a polar stereographic of this data. #python #data #weather
github.com/edrewitz/WxD...
github.com/edrewitz/WxD...
March 4, 2026 at 1:59 PM
Here is a Jupyter Lab Tutorial where we use WxData to download the ECMWF IFS 500mb Geopotential Height Initial Analysis, then use the cyclic_point() tool to resolve the 180 meridian and then plot a polar stereographic of this data. #python #data #weather
github.com/edrewitz/WxD...
github.com/edrewitz/WxD...
Since I was just working on the ECMWF module for my upcoming WxData Python package, I figured I'd also practice downloading the ECMWF AIFS files in C#. Google tutorials were heavily used since I first touched C# 3 days ago. #ComputerScience #Meteorology
github.com/edrewitz/WxD...
github.com/edrewitz/WxD...
WxData-Client/ECMWF.cs at main · edrewitz/WxData-Client
To supplement my WxData library in Python, I am practicing building clients to download weather data in C#. - edrewitz/WxData-Client
github.com
October 20, 2025 at 10:11 PM
Since I was just working on the ECMWF module for my upcoming WxData Python package, I figured I'd also practice downloading the ECMWF AIFS files in C#. Google tutorials were heavily used since I first touched C# 3 days ago. #ComputerScience #Meteorology
github.com/edrewitz/WxD...
github.com/edrewitz/WxD...
Learning how to develop a command line interface. I plan on developing a CLI for the WxData clients and processors so people can incorporate WxData into shell scripting.
September 13, 2026 at 2:09 AM
Learning how to develop a command line interface. I plan on developing a CLI for the WxData clients and processors so people can incorporate WxData into shell scripting.