NYC Taxi — Revenue by Payment Type

NYC Taxi benchmark · all NYC Taxi queries

Revenue breakdown by payment method

Representative SQL

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

SELECT
  payment_type,
  COUNT(*) AS trip_count,
  SUM(total_amount) AS total_revenue,
  SUM(tip_amount) AS total_tips,
  AVG(tip_amount / NULLIF(fare_amount, 0)) * 100 AS avg_tip_percentage
FROM trips
WHERE
  pickup_datetime >= '2019-11-21'
  AND pickup_datetime < '2019-12-21'
  AND fare_amount > 0
GROUP BY
  payment_type
ORDER BY
  total_revenue 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['revenue-by-payment-type'])

Source

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