HDSC Stage F OSP: Food Delivery Time Prediction

Problem Statement

Dataset Description

Method

Data Cleaning

  1. Removed unwanted symbols from the data: Characters such as currency symbols had to be removed from the Average cost and Minimum order columns.
  2. Dealing with non-numeric characters from numerical columns:
    Words such as :
    “for” occurred in the Average cost and minimum order columns.
    ”Opening Soon” and ”Temporarily Closed” occurred in the Rating column.
    hyphens “-” occurred in the votes and reviews column. These were replaced with -999.

Exploratory Data Analysis

Feature Engineering

Modelling

Deployment

Conclusion

--

--

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store