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Ola - Identified the reason and trends for ride cancellation. Process - Cleaned and Processed Data from multiple sources, applied Sql queries and visualized data using PoweBi . Motive - To reduce the cancellation rate

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Ola-Data-analytics

#Live

https://app.powerbi.com/view?r=eyJrIjoiYjMwY2ExZDItMjJkMC00YmRjLTkyZGQtODQ2ZDUxODMyOTkwIiwidCI6IjVkMGFhNmVhLTY2MjAtNDg2My05ZTIxLTllY2IxNDAyMjJiYyIsImMiOjh9

ola.mp4

SQL Questions:

  1. Retrieve all successful bookings:
  2. Find the average ride distance for each vehicle type:
  3. Get the total number of cancelled rides by customers:
  4. List the top 5 customers who booked the highest number of rides:
  5. Get the number of rides cancelled by drivers due to personal and car-related issues:
  6. Find the maximum and minimum driver ratings for Prime Sedan bookings:
  7. Retrieve all rides where payment was made using UPI:
  8. Find the average customer rating per vehicle type:
  9. Calculate the total booking value of rides completed successfully:
  10. List all incomplete rides along with the reason:

Power BI Questions:

  1. Ride Volume Over Time
  2. Booking Status Breakdown
  3. Top 5 Vehicle Types by Ride Distance
  4. Average Customer Ratings by Vehicle Type
  5. cancelled Rides Reasons
  6. Revenue by Payment Method
  7. Top 5 Customers by Total Booking Value
  8. Ride Distance Distribution Per Day
  9. Driver Ratings Distribution
  10. Customer vs. Driver Ratings

Data Columns

  1. Date
  2. Time
  3. Booking_ID
  4. Booking_Status
  5. Customer_ID
  6. Vehicle_Type
  7. Pickup_Location
  8. Drop_Location
  9. V_TAT
  10. C_TAT
  11. cancelled_Rides_by_Customer
  12. cancelled_Rides_by_Driver
  13. Incomplete_Rides
  14. Incomplete_Rides_Reason
  15. Booking_Value
  16. Payment_Method
  17. Ride_Distance
  18. Driver_Ratings
  19. Customer_Rating

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Ola - Identified the reason and trends for ride cancellation. Process - Cleaned and Processed Data from multiple sources, applied Sql queries and visualized data using PoweBi . Motive - To reduce the cancellation rate

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