NYC Taxi — Weekday vs Weekend

NYC Taxi benchmark · all NYC Taxi queries

Compare weekday and weekend patterns

Representative SQL

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

SELECT
  CASE
    WHEN EXTRACT(DOW FROM pickup_datetime) IN (0, 6)
    THEN 'weekend'
    ELSE 'weekday'
  END AS day_type,
  EXTRACT(HOUR FROM pickup_datetime) AS hour,
  COUNT(*) AS trip_count,
  AVG(trip_distance) AS avg_distance,
  AVG(total_amount) AS avg_fare
FROM trips
WHERE
  pickup_datetime >= '2019-06-30' AND pickup_datetime < '2019-07-30'
GROUP BY
  CASE
    WHEN EXTRACT(DOW FROM pickup_datetime) IN (0, 6)
    THEN 'weekend'
    ELSE 'weekday'
  END,
  EXTRACT(HOUR FROM pickup_datetime)
ORDER BY
  day_type,
  hour

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['weekday-weekend-comparison'])

Source

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