Online Retail Market Basket Analysis

Performing Market Basket Analysis on Online Retail Data

Motivation

Perform Market Basket Analysis on a dataset form "UC Irvine Machine Learning Repository" related to Online Retail.

This comes as exercise from the book "Python for Data Science" by Yuli Vasiliev.

Dataset Source

As mentioned earlier, the databaset is obtained from "UC Irvine Machine Learning Repository" direct download available in this link:

• https://archive.ics.uci.edu/ml/machine-learning-databases/00352/Online%20Retail.xlsx

Run Locally

Build an run containers using docker compose

docker compose up --build notebook

Using Justfile this is a matter of running just build and from there on just dev

After working you can release resources using:

docker compose down

A Justfile is included!