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Instacart Market Basket Analysis 🍋🍉🥑🥦

Deploy to Docker Cloud

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