Table of Contents

• Project Title
• Project Summary
• File Description
• Installation
• Results
• Instructions
• Credits

Project Title

The project is titled Hypothesis Testing in an E-commerce Business

Project Summary

This project is a simple case study of how to use hypothesis testing to make decisions in an e-commerce. It uses two scenarios where the manager of an online retail shop needs to make two decisions.

File Description

Data Source: The data "is a transnational data set which contains all the transactions occurring between 01/12/2010 and 09/12/2011 for a UK-based and registered non-store online retail.The company mainly sells unique all-occasion gifts. Many customers of the company are wholesalers." It is available here

Installations

To be able to replicate all the processes in the Ipython file attached, Python 3.7 should be installed with the following libraries:

• Pandas
• Numpy
• Scipy
• Matplotlib
• Seaborn

Results

For a detailed description of the findings from the hypothesis tests, kindly check this article published on Medium.

Credits

The following sites were used extensively in the course of the project:

• Pandas
• Python
• Stackoverflow
• Scipy