Skip to content

DATA SCIENCE - Urban Delivery Demand Prediction#1748

Open
blessy05 wants to merge 1 commit intomasterfrom
Blessy-Project-7-Urban-Delivery-Demand-Prediction
Open

DATA SCIENCE - Urban Delivery Demand Prediction#1748
blessy05 wants to merge 1 commit intomasterfrom
Blessy-Project-7-Urban-Delivery-Demand-Prediction

Conversation

@blessy05
Copy link
Copy Markdown
Collaborator

@blessy05 blessy05 commented Apr 5, 2026

This PR includes preprocessing and feature engineering for the GraphSAGE model.

Changes made:

  • Cleaned dataset (handled missing values and duplicates)
  • Converted time columns to datetime format
  • Created new features:
    • order_hour
    • order_day
    • order_weekday
    • is_weekend
    • delivery_duration_mins
  • Prepared dataset for graph-based modelling
  • Implemented initial GraphSAGE model notebook

This forms the foundation for further model training and evaluation.

@blessy05 blessy05 requested a review from Litxinh123 April 5, 2026 01:50
@blessy05 blessy05 changed the title DATA SCIENCE - GraphSAGE Preprocessing & Feature Engineering DATA SCIENCE - Urban Delivery Demand Prediction Apr 5, 2026
@nadunhs25
Copy link
Copy Markdown
Collaborator

Great work! Keep it up

@nadunhs25 nadunhs25 closed this Apr 11, 2026
@nadunhs25 nadunhs25 reopened this Apr 11, 2026
@blessy05 blessy05 requested a review from manya0033 April 11, 2026 22:19
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants