Mini dashboard project using Python Streamlit library. Data ingestion and wrangling was done using PySpark and Pandas. Network visualization of product association rules was produced using Networkx and PyVis.
n.b.: Data ingestion is from a personal data warehouse. The original data source is find here: https://www.kaggle.com/c/instacart-market-basket-analysis/data
Deployed in Streamlit Community: https://grocery-basket-analysis.streamlit.app/
- Install requirements:
pip install -r requirements.txt
- Launch app from app directory:
streamlit run streamlit_app.py