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Vibe Coded Timeseries

This is a shorter version of the Climate Dashboard use case, but vibe coding our way to a timeseries dashboard!.

We already ingested 20y of ERA5 weather data, available on Fused: s3://fused-sample/demo_data/ERA5/climate_data/

Read a single file​

Taking the first file, we can simply ask the AI Assistant to read it:

Read this file with DuckDB and return the first 10 rows: s3://fused-sample/demo_data/ERA5/climate_data/2005-01.pq

Reading all available files​

Next up:

Read all available files with DuckDB in the director and give me the monthly average

Making a time series graph​

Make an interactive time series graph of the monthly average temperature

Sharing your graph​

  • Save your UDF (Cmd + S / Click Save)
  • Click "Share"
  • Create Shared token by clicking "Share"
  • Click on link

Any time you make an update, your graph will automatically update!