Online Food Ordering Analytics

Executive Dashboard

Live
Total records 388 12 features
Repeat order rate 77.6% 301 Yes · 87 No
Model accuracy 91.0% Best: Random Forest
Positive feedback 81.7% Avg age 24.6

Model comparison

Classification performance on hold-out test data

Random Forest
91.0%
Logistic Regression
84.6%

Top drivers

Features most associated with repeat orders

  • Feedback
    27.6%
  • Age
    22.6%
  • Family size
    15.2%
  • Monthly Income
    9.8%
  • Educational Qualifications
    8.5%

Data quality snapshot

Quick checks from exploratory analysis

Missing values0
Duplicate rows103
Top occupationStudent
Primary use casePredict repeat orders