Holy 🦆uck! Fast Analysis with DuckDB + Pyarrow

Turning to DuckDB when you need to crunch more numbers faster than pandas in your Streamlit app.

streamlit and Streamlit Cloud are fantastic for sharing your data exploration apps. A very common pattern uses csv files with pandas to accomplish the necessary steps of:

  • Load the data into the program
  • Filter data by certain columns or attributes
  • Compute analyses on the data (averages, counts, etc.)

Read more at gerardbentley.com.

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