CharlesOkafor91/Bikers-Logistics-Problem-Lagos

Predict the estimated time it takes to for delivery bikers to deliver good within the Lagos metropolitant state, Nigeria # Bikers-Logistics-Problem-Lagos Predict the estimated time it takes to for delivery bikers to deliver good within the Lagos metropolitant state, Nigeria 1. Data Source: kaggle.com 2. Problem Description: Stuber Logistics company is one of the leading logistics company in Nigeria known for smooth workflow and customers satisfaction was indeed their motto. Lagos state traffic congestion however has been the major challenge for a logistics company and it's getting worse every day as government is not doing enough at reducing traffic congestion. Stuber has put in lots of strategies in place to optimize their delivery time but none seems to be working as expected which left them with no option than to follow the new trend(Artificial intelligence) Hence this is to accurately predict the time a biker will elapse from the point of pickup to the delivery location. 3. Dataset: The dataset contains these variables as explained below: File descriptions: 1. Order No - System-generated unique order ID 2. User Id - System-generated unique User ID 3. Tranport_Vehicle - the kind of vehicle used in transporting 4. Platform - on what platform was it ordered 5. Purpose - order purposes 6. Order_Day_of_Month -The day of the month the order was made 7. Order_Week_of_Month -The week of the year the order was made 8. Order_Confirm_Day_of_Month - the day of the month the order got confirmed 9. Order_Confirm_Day_of_Weekday - the day of the week the order got confirmed 10. Time_of_Confirmation - the time at which the order was made 11. Arrival_At_Pickup_MonthDay - biker Arrival At Pickup MonthDay 12. Arrival_At_Pickup_Weekday - biker Arrival At Pickup Weekday 13. Arrival_at_Pickup_Time - biker Arrival at Pickup Time 14. Pickup_MonthDay -Pickup MonthDay 15. Pickup_WeekDay - Pickup WeekDay 16. Pickup_Time - Pickup Time 17. Delivery_MonthDay - The day of the month at which the package was delivered 18. Delivery_Weekday - The week of the year at which th …