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.
