NYC Taxi — Borough Summary

NYC Taxi benchmark · all NYC Taxi queries

Trip statistics by borough

Representative SQL

Rendered in the benchmark’s native SQL with default parameters (no dialect translation available).

SELECT
  z.borough,
  COUNT(*) AS trip_count,
  SUM(t.total_amount) AS total_revenue,
  AVG(t.trip_distance) AS avg_distance,
  AVG(t.tip_amount) AS avg_tip
FROM trips AS t
LEFT JOIN taxi_zones AS z
  ON t.pickup_location_id = z.location_id
WHERE
  t.pickup_datetime >= '2019-05-18'
  AND t.pickup_datetime < '2019-08-16'
  AND NOT z.borough IS NULL
GROUP BY
  z.borough
ORDER BY
  trip_count DESC

Representative DataFrame

No DataFrame implementation is registered for this query.

Get the exact query for your run

The blocks above are representative. To get the precise statement a specific platform runs at a specific scale, substitute your own values:

from benchbox import NYCTaxi

bench = NYCTaxi(scale_factor=1.0)            # your scale factor
queries = bench.get_queries(dialect="datafusion")   # your platform's dialect; drop dialect= for native SQL
print(queries['borough-summary'])

Source

Query text: benchbox/core/nyctaxi/queries.py