{
 "source": {
  "dataset": "NYC TLC yellow taxi trip records",
  "month": "2025-06",
  "file": "https://d37ci6vzurychx.cloudfront.net/trip-data/yellow_tripdata_2025-06.parquet",
  "zones": "https://d37ci6vzurychx.cloudfront.net/misc/taxi_zone_lookup.csv",
  "computed_with": "DuckDB",
  "computed_seconds": 26.6,
  "clean_rule": "pickup inside the month, fare_amount >= 0, drop-off at or after pickup"
 },
 "quality": {
  "rows": 4322960,
  "pickup_outside_month": 20,
  "negative_fare": 275565,
  "dropoff_before_pickup": 231,
  "zero_distance_with_fare": 55126,
  "exact_duplicates": 468,
  "over_three_hours": 1380
 },
 "clean_rows": 4047145,
 "trips_by_hour": [
  {
   "hour": 0,
   "trips": 141183
  },
  {
   "hour": 1,
   "trips": 93845
  },
  {
   "hour": 2,
   "trips": 63283
  },
  {
   "hour": 3,
   "trips": 42868
  },
  {
   "hour": 4,
   "trips": 32937
  },
  {
   "hour": 5,
   "trips": 32028
  },
  {
   "hour": 6,
   "trips": 61368
  },
  {
   "hour": 7,
   "trips": 107543
  },
  {
   "hour": 8,
   "trips": 148718
  },
  {
   "hour": 9,
   "trips": 162204
  },
  {
   "hour": 10,
   "trips": 173328
  },
  {
   "hour": 11,
   "trips": 185438
  },
  {
   "hour": 12,
   "trips": 203979
  },
  {
   "hour": 13,
   "trips": 215783
  },
  {
   "hour": 14,
   "trips": 229767
  },
  {
   "hour": 15,
   "trips": 236995
  },
  {
   "hour": 16,
   "trips": 245977
  },
  {
   "hour": 17,
   "trips": 270453
  },
  {
   "hour": 18,
   "trips": 283559
  },
  {
   "hour": 19,
   "trips": 244198
  },
  {
   "hour": 20,
   "trips": 220886
  },
  {
   "hour": 21,
   "trips": 237613
  },
  {
   "hour": 22,
   "trips": 228782
  },
  {
   "hour": 23,
   "trips": 184410
  }
 ],
 "trips_by_weekday": [
  {
   "dow": 0,
   "trips": 617325
  },
  {
   "dow": 1,
   "trips": 580948
  },
  {
   "dow": 2,
   "trips": 542215
  },
  {
   "dow": 3,
   "trips": 588489
  },
  {
   "dow": 4,
   "trips": 601123
  },
  {
   "dow": 5,
   "trips": 550556
  },
  {
   "dow": 6,
   "trips": 566489
  }
 ],
 "top_pickup_zones": [
  {
   "zone": "JFK Airport",
   "borough": "Queens",
   "trips": 175520
  },
  {
   "zone": "Upper East Side South",
   "borough": "Manhattan",
   "trips": 173630
  },
  {
   "zone": "Midtown Center",
   "borough": "Manhattan",
   "trips": 170390
  },
  {
   "zone": "Upper East Side North",
   "borough": "Manhattan",
   "trips": 150369
  },
  {
   "zone": "Midtown East",
   "borough": "Manhattan",
   "trips": 124670
  },
  {
   "zone": "Penn Station/Madison Sq West",
   "borough": "Manhattan",
   "trips": 124049
  },
  {
   "zone": "Times Sq/Theatre District",
   "borough": "Manhattan",
   "trips": 121458
  },
  {
   "zone": "LaGuardia Airport",
   "borough": "Queens",
   "trips": 112402
  },
  {
   "zone": "Lincoln Square East",
   "borough": "Manhattan",
   "trips": 109581
  },
  {
   "zone": "Murray Hill",
   "borough": "Manhattan",
   "trips": 109510
  }
 ],
 "midtown_by_hour": [
  {
   "hour": 0,
   "trips": 10643
  },
  {
   "hour": 1,
   "trips": 5378
  },
  {
   "hour": 2,
   "trips": 2954
  },
  {
   "hour": 3,
   "trips": 1865
  },
  {
   "hour": 4,
   "trips": 1803
  },
  {
   "hour": 5,
   "trips": 1899
  },
  {
   "hour": 6,
   "trips": 4276
  },
  {
   "hour": 7,
   "trips": 8124
  },
  {
   "hour": 8,
   "trips": 13794
  },
  {
   "hour": 9,
   "trips": 17171
  },
  {
   "hour": 10,
   "trips": 20490
  },
  {
   "hour": 11,
   "trips": 23621
  },
  {
   "hour": 12,
   "trips": 25314
  },
  {
   "hour": 13,
   "trips": 27102
  },
  {
   "hour": 14,
   "trips": 28736
  },
  {
   "hour": 15,
   "trips": 29460
  },
  {
   "hour": 16,
   "trips": 33375
  },
  {
   "hour": 17,
   "trips": 38500
  },
  {
   "hour": 18,
   "trips": 40765
  },
  {
   "hour": 19,
   "trips": 35049
  },
  {
   "hour": 20,
   "trips": 31823
  },
  {
   "hour": 21,
   "trips": 31804
  },
  {
   "hour": 22,
   "trips": 27907
  },
  {
   "hour": 23,
   "trips": 18876
  }
 ],
 "tips_by_payment": [
  {
   "payment": "card",
   "trips": 2595110,
   "avg_tip": 4.45,
   "tip_rate": 0.2855
  },
  {
   "payment": "cash",
   "trips": 369460,
   "avg_tip": 0.0,
   "tip_rate": 0.0
  }
 ],
 "airport": [
  {
   "zone": "JFK Airport",
   "trips": 175520,
   "avg_fare": 63.73,
   "avg_minutes": 45.1
  },
  {
   "zone": "LaGuardia Airport",
   "trips": 112402,
   "avg_fare": 45.08,
   "avg_minutes": 31.3
  }
 ],
 "fare_by_hour": [
  {
   "hour": 0,
   "avg_fare": 22.86,
   "avg_distance": 7.53
  },
  {
   "hour": 1,
   "avg_fare": 21.59,
   "avg_distance": 6.71
  },
  {
   "hour": 2,
   "avg_fare": 19.97,
   "avg_distance": 8.1
  },
  {
   "hour": 3,
   "avg_fare": 20.47,
   "avg_distance": 10.21
  },
  {
   "hour": 4,
   "avg_fare": 24.66,
   "avg_distance": 16.91
  },
  {
   "hour": 5,
   "avg_fare": 26.25,
   "avg_distance": 41.55
  },
  {
   "hour": 6,
   "avg_fare": 22.62,
   "avg_distance": 15.37
  },
  {
   "hour": 7,
   "avg_fare": 20.8,
   "avg_distance": 14.18
  },
  {
   "hour": 8,
   "avg_fare": 20.12,
   "avg_distance": 10.93
  },
  {
   "hour": 9,
   "avg_fare": 19.59,
   "avg_distance": 6.47
  },
  {
   "hour": 10,
   "avg_fare": 19.61,
   "avg_distance": 6.75
  },
  {
   "hour": 11,
   "avg_fare": 20.05,
   "avg_distance": 5.0
  },
  {
   "hour": 12,
   "avg_fare": 20.55,
   "avg_distance": 6.74
  },
  {
   "hour": 13,
   "avg_fare": 20.96,
   "avg_distance": 6.44
  },
  {
   "hour": 14,
   "avg_fare": 23.32,
   "avg_distance": 6.3
  },
  {
   "hour": 15,
   "avg_fare": 21.89,
   "avg_distance": 5.87
  },
  {
   "hour": 16,
   "avg_fare": 21.95,
   "avg_distance": 5.24
  },
  {
   "hour": 17,
   "avg_fare": 21.24,
   "avg_distance": 5.06
  },
  {
   "hour": 18,
   "avg_fare": 19.82,
   "avg_distance": 6.46
  },
  {
   "hour": 19,
   "avg_fare": 19.33,
   "avg_distance": 5.38
  },
  {
   "hour": 20,
   "avg_fare": 19.55,
   "avg_distance": 5.49
  },
  {
   "hour": 21,
   "avg_fare": 19.89,
   "avg_distance": 6.1
  },
  {
   "hour": 22,
   "avg_fare": 21.13,
   "avg_distance": 5.48
  },
  {
   "hour": 23,
   "avg_fare": 22.45,
   "avg_distance": 7.04
  }
 ],
 "minutes_for_2_to_3_miles_by_hour": [
  {
   "hour": 0,
   "minutes": 13.0
  },
  {
   "hour": 1,
   "minutes": 12.7
  },
  {
   "hour": 2,
   "minutes": 12.3
  },
  {
   "hour": 3,
   "minutes": 11.5
  },
  {
   "hour": 4,
   "minutes": 10.9
  },
  {
   "hour": 5,
   "minutes": 11.1
  },
  {
   "hour": 6,
   "minutes": 11.0
  },
  {
   "hour": 7,
   "minutes": 13.9
  },
  {
   "hour": 8,
   "minutes": 15.9
  },
  {
   "hour": 9,
   "minutes": 17.2
  },
  {
   "hour": 10,
   "minutes": 18.1
  },
  {
   "hour": 11,
   "minutes": 19.3
  },
  {
   "hour": 12,
   "minutes": 19.1
  },
  {
   "hour": 13,
   "minutes": 19.2
  },
  {
   "hour": 14,
   "minutes": 19.1
  },
  {
   "hour": 15,
   "minutes": 19.0
  },
  {
   "hour": 16,
   "minutes": 18.5
  },
  {
   "hour": 17,
   "minutes": 18.6
  },
  {
   "hour": 18,
   "minutes": 17.4
  },
  {
   "hour": 19,
   "minutes": 16.2
  },
  {
   "hour": 20,
   "minutes": 15.1
  },
  {
   "hour": 21,
   "minutes": 14.6
  },
  {
   "hour": 22,
   "minutes": 14.3
  },
  {
   "hour": 23,
   "minutes": 13.6
  }
 ],
 "vendors": [
  {
   "vendor": 1,
   "trips": 830850,
   "revenue": 23490913.83
  },
  {
   "vendor": 2,
   "trips": 3147436,
   "revenue": 94383328.58
  },
  {
   "vendor": 6,
   "trips": 1286,
   "revenue": 42013.68
  },
  {
   "vendor": 7,
   "trips": 67573,
   "revenue": 1745586.25
  }
 ],
 "in_month_rows": 4322940,
 "dropped_rows": 275815
}