| { | |
| "n_rows": 43862, | |
| "n_cols": 21, | |
| "missingness_pct": { | |
| "Delivery_person_Age": 0.49, | |
| "Delivery_person_Ratings": 0.61, | |
| "Restaurant_latitude": 8.0, | |
| "Restaurant_longitude": 8.0, | |
| "Delivery_location_latitude": 8.0, | |
| "Delivery_location_longitude": 8.0, | |
| "multiple_deliveries": 2.15, | |
| "Festival": 0.5, | |
| "City": 2.61 | |
| }, | |
| "duplicates": { | |
| "full_row": 0, | |
| "by_id": 0 | |
| }, | |
| "target": { | |
| "count": 43862, | |
| "min": 10.0, | |
| "max": 54.0, | |
| "mean": 26.29, | |
| "std": 9.37, | |
| "iqr_bounds": [ | |
| -0.5, | |
| 51.5 | |
| ], | |
| "n_outliers_iqr": 255, | |
| "pct_outliers_iqr": 0.58 | |
| }, | |
| "coordinates": { | |
| "Restaurant_latitude": { | |
| "missing": 3509, | |
| "out_of_range": 0 | |
| }, | |
| "Delivery_location_latitude": { | |
| "missing": 3509, | |
| "out_of_range": 0 | |
| }, | |
| "Restaurant_longitude": { | |
| "missing": 3509, | |
| "out_of_range": 0 | |
| }, | |
| "Delivery_location_longitude": { | |
| "missing": 3509, | |
| "out_of_range": 0 | |
| } | |
| }, | |
| "distance_km": { | |
| "count": 40353, | |
| "missing": 3509, | |
| "min": 1.47, | |
| "median": 9.19, | |
| "max": 20.97, | |
| "n_gt_50km": 0, | |
| "n_near_zero": 0 | |
| }, | |
| "categoricals": { | |
| "Weatherconditions": { | |
| "n_unique": 6, | |
| "value_counts": { | |
| "Fog": 7476, | |
| "Stormy": 7402, | |
| "Cloudy": 7339, | |
| "Sandstorms": 7285, | |
| "Windy": 7251, | |
| "Sunny": 7109 | |
| } | |
| }, | |
| "Road_traffic_density": { | |
| "n_unique": 4, | |
| "value_counts": { | |
| "Low": 15062, | |
| "Jam": 13800, | |
| "Medium": 10678, | |
| "High": 4322 | |
| } | |
| }, | |
| "Type_of_order": { | |
| "n_unique": 4, | |
| "value_counts": { | |
| "Snack": 11091, | |
| "Meal": 11018, | |
| "Drinks": 10897, | |
| "Buffet": 10856 | |
| } | |
| }, | |
| "Type_of_vehicle": { | |
| "n_unique": 3, | |
| "value_counts": { | |
| "motorcycle": 25633, | |
| "scooter": 14695, | |
| "electric_scooter": 3534 | |
| } | |
| }, | |
| "Festival": { | |
| "n_unique": 2, | |
| "value_counts": { | |
| "No": 42786, | |
| "Yes": 857, | |
| "nan": 219 | |
| } | |
| }, | |
| "City": { | |
| "n_unique": 3, | |
| "value_counts": { | |
| "Metropolitian": 32802, | |
| "Urban": 9760, | |
| "nan": 1144, | |
| "Semi-Urban": 156 | |
| } | |
| } | |
| }, | |
| "leakage_note": "Columns Time_Order_picked describe post-order pickup timing and are intentionally NOT used as model features to avoid target leakage." | |
| } |