DATA ANALYST
Tools
Microsoft Excel
Microsoft Word
Microsoft PowerPoint
PostgreSQL
DbVisualizer
Tableau
Skills
Data Extraction and Cleaning.
Data Exploration.
Data Preprocessing.
SQL and Database Management: Querying and extracting data.
Joining tables
Performing subqueries
Using CTEs (common table expressions).
Creating a data dictionary
Data
Rockbuster Stealth LLC data
Project brief
A fictional movie rental company with physical stores around the globe, Rockbuster Stealth LLC is planning to launch an online video rental service.
Objective
Purpose of the analysis is to help with the launch strategy for the new online video service.
What Genre are popular by Revenue?
The top 10 revenue generating movies all have the maximum rental rate of $4.99, but their average rental duration is short at 4 days.
The bottom 10 revenue generating movies all have the minimum rental rate of $0.99, and a longer average rental duration of 6 days
What Movies Contributed Most/Least To Revenue Gain?
RockBuster Statistics
Top 10 Countries in terms of customers based in
INDIA
BRAZIL
CHINA
RUSSIAN FEDERATION
UNITED STATES PHILIPPINES
JAPAN
TURKEY
MEXICO
INDONESIA
Regions with the highest movie rental income include Asia, North America, and South America.
Which countries are Rockbuster customers based in
Where are customers with a high lifetime value based?
Market Expansion
Asia: Since Asia contributes the most revenue in sales, focus investments on marketing and customer engagement in this region could bring substancial returns.
Underperforming Regions: Create strategies to boost revenues in regions like Oceania, Central America and The Caribbean which currently have lower revenue contribution
Update Inventory
Take the films out of the inventory that produced no revenue and replace them with licensing for new release movies.
Customer Experience
Send surveys to lifetime customers to get their input on the new online video strategy.
Offer annual membership with unlimited streaming to all customers.
Launch promotions and deals to increase customers activity.
Top Performing
Focus on the top genres and ratings, like PG-13 and Sports.
Increase the variety and offer promotions and deals.
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Ivonne Aspilcueta
Data Analyst
Hermosa Beach, CA, United States