Aim : Use Instacart public dataset to report which products are often shopped together. Please use nbviewer to view the notebook online, links are given below
EDA (Exploratory Data Analysis) View notebook online on nbviewer
Market Basket Analysis View notebook online on nbviewer
If you want to run it locally then follow the instructions bellow"
git clone https://github.com/tstreamDOTh/Instacart-Market-Basket-Analysis
cd Instacart-Market-Basket-Analysis
jupyter notebook
Note: Please download the dataset from https://www.instacart.com/datasets/grocery-shopping-2017 and store it in /data/raw directory.
The Instacart Online Grocery Shopping Dataset 2017”, Accessed from https://www.instacart.com/datasets/grocery-shopping-2017 "
To run on docker 🐳 :
Build the container from the Dockerfile.
docker run -p 8888:8888 -it container-name /bin/bash
Then execute the following command -
jupyter notebook --ip 0.0.0.0 --allow-root