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SQL Project by Shubham Pawar.

🎬 Maven Movies: Insights for a DVD Rental Business

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📌 Project Overview

This project focuses on analyzing the MAVENMOVIES database to extract valuable insights that can enhance business operations, marketing strategies, and inventory management. SQL is extensively used to perform exploratory data analysis (EDA), understand the database schema, and answer critical business queries.



🔗 Connect with Me

  • mjshubham21     LinkedIn

🧰 Tech Stack

  • 🐬 MySQL – For editing SQL code
  • 📊 Maven Analytics – Source of the dataset
  • 💻 Visual Studio Code – To push the project to GitHub

💼 My Skills

  • 📈 Excel
  • 🗃️ SQL
  • 📊 Data Visualization
  • 📊 Power BI
  • 🐍 Python for Data Analytics
  • 🛠️ Git

🎯 Project Goals

🛒 Customer Insights

  • Identify customer details (names, emails) to enhance targeted marketing campaigns
  • Analyze rental behavior to improve customer engagement

🎮 Movie Inventory Optimization

  • Evaluate rental inventory and categorize movies based on rental rates and availability
  • Suggest recommendations for expanding the movie collection based on popularity and rental trends

💰 Revenue Enhancement

  • Examine rental pricing trends to identify profitable pricing strategies
  • Determine the most rented movie categories and ratings to maximize earnings

⚙️ Operational Efficiency

  • Track and manage movie inventory efficiently
  • Identify inventory gaps and optimize stock levels

📊 Insights & Expected Outcomes

  • 📢 Enhanced marketing strategies based on customer segmentation and preferences
  • 🎬 Optimized inventory management with improved stock replenishment strategies
  • 💵 Increased revenue generation through data-driven pricing and rental trends
  • ⚙️ Operational efficiency with a structured approach to inventory tracking

🎥 Movies Rental Data Queries

1. Customer Information for Marketing Team

Customer Info

2. Count of Movies with Rental Rate of $0.99

Cheapest Rental

3. Rental Rate Distribution and Movie Count

Total Movies per Rental Rate

4. Most Common Movie Rating

Rating Count

5. Most Prevalent Rating per Store

Rating per Store

6. List of Films by Name, Category, and Language

Film List

7. Movie Rental Frequency

Rental Popularity

8. Top 10 Grossing Films

Revenue per Film

9. Highest Spending Customer

Most Spending Customer

10. Store with Most Revenue

Highest Revenue Store

11. Monthly Rentals Count

Rentals Per Month

12. Customers Eligible for Rewards

Reward Eligible Customers

13. Payments from First 100 Customers

First 100 Customer Payments

14. Payments Over $5 Since Jan 1, 2006

Payments Over $5

15. Payments Over $5 for Specific Customers

Payments Over $5

16. Films with 'Behind the Scenes' Special Feature

Behind the Scenes Films

17. Unique Movie Ratings and Count

Unique Ratings

18. Titles Count by Rental Duration

Rental Duration Count

19. Ratings, Movie Count, Length, and Rental Duration

Ratings and Rental Duration

20. Film Count by Replacement Cost with Rental Rates

Replacement Cost Analysis

21. Customers with Less Than 15 Rentals

Low Rental Customers

22. Longest Films Sorted by Length and Rental Rate

Longest Films

23. Categorization of Movies by Length

Movies Categorized by Length

24. Movie Recommendations by Age Group

Age-Based Recommendations

25. Films Inventory List

Films in Inventory

26. Actor Movie Count

Actor Movie Count

27. Number of Actors per Film

Actors per Title

28. List of Staff and Advisors

Staff and Advisors

About

A project in SQL, dataset is from Maven Analytics about Movie DVD rental bussiness.

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