Financial, Customer & Driver Analytics Solution
Project Overview
This project presents a comprehensive analytics dashboard designed to monitor Uber operations across financial performance, customer behavior, cancellation risks, and driver efficiency.
The solution enables ride-sharing businesses to track revenue trends, booking activity, customer engagement, operational risks, and fleet performance in one centralized view.
Dashboard 1: General Performance Overview
Focuses on high-level KPIs and financial metrics:
Revenue & booking volume tracking
Average booking value analysis
Completed vs non-completed rides
Monthly revenue trends
Geographic activity distribution across major cities
This dashboard helps management monitor overall platform health and detect seasonal fluctuations.
Dashboard 2: Customer Analysis
Analyzes customer engagement and behavior patterns:
Active vs total customers
Customer rating performance
Gender distribution analysis
Payment method preferences
Top-demand cities
Provides insights into customer loyalty, satisfaction, and payment trends.
Dashboard 3: Cancellations & Risk Analysis
Identifies operational bottlenecks and risk areas:
Main cancellation reasons
Cancellation trends by demographic segment
High-risk customer identification
Pickup & drop hotspot analysis
Supports better risk management and operational optimization.
Dashboard 4: Driver & Vehicle Performance
Evaluates the supply side of operations:
Driver performance tracking
Vehicle type utilization
Response & arrival time comparison
Top-performing drivers
Helps improve service efficiency and driver management strategies.
Business Value
This dashboard enables ride-hailing businesses to:
Improve revenue forecasting
Reduce cancellation rates
Enhance customer retention
Optimize driver allocation
Improve response time performance
