๐Ÿš€ ๐‹๐ข๐ ๐ก๐ญ๐ง๐ข๐ง๐  ๐‚๐จ๐ง๐ญ๐š๐ข๐ง๐ž๐ซ๐ฌ: ๐’๐ฎ๐ฉ๐ž๐ซ๐œ๐ก๐š๐ซ๐ ๐ž๐! ๐ŸŒฉ๏ธ

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Hey #DataScience folks! Major upgrades to our Docker toolkit for NOAA lightning data analysis! :high_voltage:

๐๐ž๐ฐ ๐…๐ž๐š๐ญ๐ฎ๐ซ๐ž๐ฌ:
โ€ข Prefect 3: Better pipeline monitoring
โ€ข Streamlit UI: Dark/light themes, 2x faster maps
โ€ข Bug Fixes: Smooth S3 data ingestion, handles 10k+ events
โ€ข 30% faster K-Means clustering

:white_check_mark: Docker-first design, Apache 2.0 Licensed
:white_check_mark: For geospatial pros and weather enthusiasts

:star: Repo: GitHub - BayoAdejare/lightning-containers: Docker powered starter for geospatial analysis of lightning atmospheric data.
:chart_increasing: App: lightning-containers.streamlit.app

#GeospatialData #ClimateTech #DataEngineering

How do YOU visualize weather data? Tag colleagues!

Tech: Docker | Prefect | Streamlit | Pandas | SQLite

Democratizing climate analyticsโ€”one lightning strike at a time. :high_voltage::battery:

lightning-containers-dashboard