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Rockbuster Stealth Data Analysis Project

Introduction

Rockbuster Stealth LLC is a movie rental company that used to have stores around the world. Facing stiff competition from streaming services such as Netflix and Amazon Prime, Rockbuster Stealth is planning to use its existing movie licenses to launch an online video rental service in order to stay competitive.

This project is a case study in which SQL was used to analyze Rockbuster’s business data and answer strategic questions that could guide the company’s move into online streaming.


Key Questions and Objectives

The Rockbuster Stealth Management Board posed a series of business questions and expected data-driven insights. The main questions explored in this project include:

  • Which movies contributed the most/least to revenue gain?
  • What was the average rental duration for all videos?
  • Which countries are Rockbuster customers based in?
  • Where are customers with a high lifetime value based?
  • Do sales figures vary between geographic regions?

Data Set

The analysis is based on the Rockbuster data set, which contains information about film inventory, customers, payments, and more.

Note: Due to file size limitations, the data set is not included in this repository.
You can download it here: Rockbuster Data Set (dvdrental.zip)


Repository Structure

01 Project Management

  • A3_Data_Project_Brief.pdf → Project overview and objectives
  • Data_Dictionary_&_ERD.pdf → Data dictionary and entity relationship diagram (ERD)

03 SQL_Queries

Contains all SQL scripts used for analysis.

  • SQL_Queries → Individual SQL queries for tasks such as summary stats, missing value checks, top customers by country, etc.
  • SQL_Queries_Logic_Explanation → Explanations of SQL concepts (PDFs)

04 Sent to Client

  • Rockbuster_Stealth_Presentation.pdf → Final presentation prepared for the Rockbuster management board

README.md

This file (project documentation)


Tools Used

  • PostgreSQL
  • SQL

Author

Data Analysis by Olga Gaffarova

About

This project analyzes Rockbuster Stealth LLC’s movie rental data to support the launch of its new online video rental service. Using SQL in a relational database, the goal is to answer key business questions and provide insights for the company’s management and strategy teams.

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