/RetailAnalysis

A comprehensive exploratory analysis and implementation of kmeans/hierarchical clustering on online retail data.

Primary LanguageJupyter Notebook

Retail Analysis

This project is for a technical test for Laing O'Rourke. The analysis is based off the dataset here.

Installation

Make sure you are running Python 3.6 and above.

Clone the repository with the following command and cd into the directory:

git clone https://github.com/HomelessSandwich/RetailAnalysis.git
cd RetailAnalysis

Use the package manager pip. It is recommended that you upgrade all relevant packages to their latest version for all visualisations to work.

pip install --user --upgrade -r requirements.txt
pip install jupyterlab

Usage

In order to run the Jupyter Notebook file, run the following command and open Online Retail EDA & Modelling.ipynb.

jupyter lab

If the above command does not work, try one of the following:

jupyter-lab
jupyter notebook