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kenqgu
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RADAR

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query
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257 values
nyc-green-taxis
How many trips in the dataset occurred during the top 5 pickup hours (hours of the day) with the highest average trip duration? Trip duration is defined as the difference between drop-off and pickup timestamps.
13
bad-values
single-column
[ "lpep_pickup_datetime", "lpep_dropoff_datetime" ]
[ "lpep_dropoff_datetime" ]
{ "headers": [ "RideID", "payment_type", "lpep_pickup_datetime", "lpep_dropoff_datetime", "trip_distance", "fare_amount", "extra", "mta_tax", "tolls_amount", "store_and_fwd_flag" ], "rows": [ [ "239022", "2.0", "04/10/2021 11:11:55 AM", "04/10/2021 11:18:14 AM", "1.1", "6.5", "0.0", "0.5", "0.0", "N" ], [ "926728", "1.0", "11/27/2021 01:13:13 PM", "11/27/2021 01:21:26 PM", "1.77", "8.0", "0.0", "0.5", "0.0", "N" ], [ "761139", "1.0", "10/06/2021 12:13:08 AM", "10/06/2021 12:36:37 AM", "4.59", "18.0", "0.5", "0.5", "0.0", "N" ], [ "701071", "2.0", "09/24/2021 05:03:11 PM", "09/24/2021 05:33:50 PM", "3.67", "20.0", "1.0", "0.5", "0.0", "N" ], [ "700330", "1.0", "09/24/2021 12:32:02 PM", "09/24/2021 01:01:23 PM", "6.43", "25.5", "0.0", "0.5", "0.0", "N" ], [ "676804", "1.0", "09/13/2021 03:12:04 PM", "09/13/2021 03:25:17 PM", "2.23", "30.0", "0.0", "0.0", "0.0", "N" ], [ "245344", "1.0", "04/14/2021 06:00:15 PM", "04/14/2021 06:07:14 PM", "1.45", "7.0", "1.0", "0.5", "0.0", "N" ], [ "763937", "1.0", "10/07/2021 08:52:44 AM", "10/07/2021 09:18:10 AM", "2.38", "16.5", "0.0", "0.5", "0.0", "N" ], [ "906875", "1.0", "11/19/2021 08:13:35 AM", "11/19/2021 08:25:17 AM", "1.3", "9.0", "0.0", "0.5", "0.0", "N" ], [ "452863", "1.0", "06/30/2021 07:48:41 AM", "06/30/2021 07:58:07 AM", "1.4", "8.5", "0.0", "0.5", "0.0", "N" ], [ "799361", "2.0", "10/21/2021 08:11:35 PM", "10/21/2021 08:25:35 PM", "2.7", "11.5", "0.5", "0.5", "0.0", "N" ], [ "778926", "1.0", "10/13/2021 04:48:46 PM", "10/13/2021 05:04:11 PM", "1.94", "11.5", "1.0", "0.5", "0.0", "N" ], [ "701648", "2.0", "09/24/2021 09:41:56 PM", "09/24/2021 09:46:04 PM", "0.68", "5.0", "0.5", "0.5", "0.0", "N" ], [ "658773", "1.0", "09/03/2021 06:04:46 PM", "09/03/2021 06:31:10 PM", "6.81", "23.0", "1.0", "0.5", "6.55", "N" ], [ "1011851", "1.0", "12/16/2021 08:04:25 PM", "12/16/2021 08:17:31 PM", "2.61", "11.5", "0.5", "0.5", "6.55", "N" ], [ "798988", "1.0", "10/21/2021 06:38:26 PM", "10/21/2021 06:49:36 PM", "1.9", "9.0", "3.75", "0.5", "0.0", "N" ], [ "1041391", "1.0", "12/30/2021 09:26:36 PM", "12/30/2021 09:46:14 PM", "8.38", "25.0", "0.5", "0.5", "0.0", "N" ], [ "150322", "2.0", "03/07/2021 01:46:05 PM", "03/07/2021 01:58:56 PM", "2.78", "12.0", "0.0", "0.5", "0.0", "N" ], [ "1042470", "2.0", "12/31/2021 02:16:09 PM", "12/31/2021 02:23:56 PM", "1.1", "7.0", "0.0", "0.5", "0.0", "N" ], [ "320608", "1.0", "05/06/2021 04:00:07 PM", "05/06/2021 04:13:59 PM", "1.8", "10.0", "1.0", "0.5", "0.0", "N" ], [ "101586", "1.0", "02/21/2021 11:54:04 AM", "02/21/2021 11:59:48 AM", "0.89", "6.0", "0.0", "0.5", "0.0", "N" ], [ "802662", "2.0", "10/23/2021 08:09:51 AM", "10/23/2021 08:21:26 AM", "5.13", "16.5", "0.0", "0.5", "0.0", "N" ], [ "536010", "2.0", "07/30/2021 08:24:30 PM", "07/30/2021 08:36:58 PM", "1.48", "9.5", "0.5", "0.5", "0.0", "N" ], [ "1014944", "2.0", "12/17/2021 11:21:29 PM", "12/17/2021 11:28:04 PM", "1.1", "6.5", "0.5", "0.5", "0.0", "N" ], [ "683930", "1.0", "09/16/2021 10:55:54 PM", "09/16/2021 99:99:99 AM", "6.7", "24.0", "0.5", "0.5", "0.0", "N" ], [ "776498", "1.0", "10/12/2021 05:46:33 PM", "10/12/2021 06:01:26 PM", "2.2", "11.5", "1.0", "0.5", "0.0", "N" ], [ "783863", "1.0", "10/15/2021 02:49:12 PM", "10/15/2021 02:54:12 PM", "0.94", "5.5", "0.0", "0.5", "0.0", "N" ], [ "783474", "2.0", "10/15/2021 12:36:26 PM", "10/15/2021 01:05:39 PM", "3.75", "19.0", "0.0", "0.5", "0.0", "N" ], [ "361229", "1.0", "05/31/2021 07:36:25 AM", "05/31/2021 07:49:50 AM", "4.06", "14.5", "0.0", "0.5", "0.0", "N" ], [ "667801", "3.0", "09/09/2021 07:56:08 AM", "09/09/2021 07:58:44 AM", "0.1", "0.01", "0.0", "0.0", "0.0", "N" ], [ "233583", "2.0", "04/07/2021 12:55:51 AM", "04/07/2021 01:10:13 AM", "6.21", "18.0", "0.0", "0.0", "0.0", "N" ], [ "1029732", "2.0", "12/24/2021 12:19:51 PM", "12/24/2021 02:23:18 PM", "10.36", "15.0", "0.0", "0.0", "0.0", "N" ], [ "913092", "1.0", "11/21/2021 02:12:17 PM", "11/21/2021 02:17:20 PM", "0.45", "5.0", "0.0", "0.5", "0.0", "N" ], [ "82773", "1.0", "02/06/2021 06:31:23 PM", "02/06/2021 06:48:43 PM", "4.49", "16.5", "0.0", "0.5", "0.0", "N" ], [ "607693", "2.0", "08/24/2021 08:28:34 AM", "08/24/2021 09:02:04 AM", "10.38", "35.0", "0.0", "0.5", "0.0", "N" ], [ "706947", "2.0", "09/27/2021 02:44:46 PM", "09/27/2021 02:52:14 PM", "1.22", "7.0", "0.0", "0.5", "0.0", "N" ], [ "345997", "1.0", "05/22/2021 09:43:17 AM", "05/22/2021 10:02:06 AM", "4.0", "15.5", "2.75", "0.5", "0.0", "N" ], [ "141411", "1.0", "03/01/2021 09:33:23 AM", "03/01/2021 09:44:02 AM", "1.68", "9.5", "0.0", "0.5", "0.0", "N" ], [ "896200", "1.0", "11/15/2021 07:48:04 AM", "11/15/2021 07:55:30 AM", "1.24", "7.0", "0.0", "0.5", "0.0", "N" ], [ "933937", "2.0", "11/30/2021 03:34:51 PM", "11/30/2021 04:00:17 PM", "2.66", "16.5", "0.0", "0.5", "0.0", "N" ], [ "434567", "2.0", "06/19/2021 09:48:09 PM", "06/19/2021 10:01:36 PM", "3.52", "13.5", "0.5", "0.5", "0.0", "N" ], [ "506581", "2.0", "07/13/2021 09:57:56 AM", "07/13/2021 10:15:13 AM", "2.64", "13.0", "0.0", "0.5", "0.0", "N" ], [ "152805", "1.0", "03/09/2021 11:34:27 AM", "03/09/2021 12:15:36 PM", "4.67", "26.0", "0.0", "0.5", "0.0", "N" ], [ "28292", "2.0", "01/22/2021 04:32:50 PM", "01/22/2021 04:42:19 PM", "1.54", "8.0", "1.0", "0.5", "0.0", "N" ], [ "820044", "1.0", "10/30/2021 10:56:48 AM", "10/30/2021 11:07:38 AM", "1.74", "9.0", "0.0", "0.5", "0.0", "N" ], [ "768858", "1.0", "10/09/2021 01:25:35 AM", "10/09/2021 01:44:48 AM", "5.3", "19.5", "0.5", "0.5", "0.0", "N" ], [ "1000536", "1.0", "12/12/2021 05:32:42 PM", "12/12/2021 05:41:38 PM", "1.77", "8.5", "0.0", "0.5", "0.0", "N" ], [ "878777", "2.0", "11/08/2021 11:47:10 AM", "11/08/2021 11:58:26 AM", "2.0", "9.5", "0.0", "0.5", "0.0", "N" ], [ "145163", "2.0", "03/03/2021 07:22:14 PM", "03/03/2021 07:25:08 PM", "0.7", "4.0", "1.0", "0.5", "0.0", "N" ], [ "755896", "1.0", "10/03/2021 05:21:46 PM", "10/03/2021 05:32:37 PM", "1.87", "9.5", "0.0", "0.5", "0.0", "N" ], [ "901617", "1.0", "11/17/2021 08:33:44 AM", "11/17/2021 08:47:12 AM", "3.8", "14.0", "2.75", "0.5", "0.0", "N" ] ] }
51
10
{ "drop_rows": [ [ 24 ] ], "overwrite_cells": [ [] ] }
4,032
4,000
Introduced bad values in lpep_dropoff_datetime column
nyc-green-taxis
How many trips in the dataset occurred during the top 5 pickup hours (hours of the day) with the highest average trip duration? Trip duration is defined as the difference between drop-off and pickup timestamps.
15
outliers
connected-multi-column
[ "lpep_pickup_datetime", "lpep_dropoff_datetime" ]
[ "lpep_dropoff_datetime", "lpep_pickup_datetime" ]
{ "headers": [ "RideID", "congestion_surcharge", "DOLocationID", "extra", "start_month", "tolls_amount", "PULocationID", "RatecodeID", "lpep_pickup_datetime", "lpep_dropoff_datetime", "trip_distance", "fare_amount", "payment_type", "mta_tax", "store_and_fwd_flag", "tip_amount", "passenger_count", "VendorID", "trip_type", "start_day_of_week" ], "rows": [ [ "239022", "0.0", "129", "0.0", "April", "0.0", "129", "1.0", "04/10/2021 11:11:55 AM", "04/10/2021 11:18:14 AM", "1.1", "6.5", "2.0", "0.5", "N", "0.0", "1.0", "1.0", "1.0", "Saturday" ], [ "926728", "0.0", "168", "0.0", "November", "0.0", "41", "1.0", "11/27/2021 01:13:13 PM", "11/27/2021 01:21:26 PM", "1.77", "8.0", "1.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Saturday" ], [ "761139", "0.0", "202", "0.5", "October", "0.0", "112", "1.0", "10/06/2021 12:13:08 AM", "10/06/2021 12:36:37 AM", "4.59", "18.0", "1.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Wednesday" ], [ "701071", "0.0", "147", "1.0", "September", "0.0", "244", "1.0", "09/24/2021 05:03:11 PM", "09/24/2021 05:33:50 PM", "3.67", "20.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "700330", "2.75", "186", "0.0", "September", "0.0", "74", "1.0", "09/24/2021 12:32:02 PM", "09/24/2021 01:01:23 PM", "6.43", "25.5", "1.0", "0.5", "N", "2.0", "1.0", "2.0", "1.0", "Friday" ], [ "676804", "0.0", "152", "0.0", "September", "0.0", "74", "5.0", "09/13/2021 03:12:04 PM", "09/13/2021 03:25:17 PM", "2.23", "30.0", "1.0", "0.0", "N", "1.0", "1.0", "2.0", "2.0", "Monday" ], [ "245344", "2.75", "238", "1.0", "April", "0.0", "75", "1.0", "04/14/2021 06:00:15 PM", "04/14/2021 06:07:14 PM", "1.45", "7.0", "1.0", "0.5", "N", "2.31", "1.0", "2.0", "1.0", "Wednesday" ], [ "763937", "2.75", "236", "0.0", "October", "0.0", "74", "1.0", "10/07/2021 08:52:44 AM", "10/07/2021 09:18:10 AM", "2.38", "16.5", "1.0", "0.5", "N", "1.0", "1.0", "2.0", "1.0", "Thursday" ], [ "906875", "0.0", "75", "0.0", "November", "0.0", "74", "1.0", "11/19/2021 08:13:35 AM", "11/19/2021 08:25:17 AM", "1.3", "9.0", "1.0", "0.5", "N", "1.95", "1.0", "1.0", "1.0", "Friday" ], [ "452863", "0.0", "75", "0.0", "June", "0.0", "74", "1.0", "06/30/2021 07:48:41 AM", "06/30/2021 07:58:07 AM", "1.4", "8.5", "1.0", "0.5", "N", "1.86", "1.0", "2.0", "1.0", "Wednesday" ], [ "799361", "0.0", "188", "0.5", "October", "0.0", "97", "1.0", "10/21/2021 08:11:35 PM", "10/21/2021 08:25:35 PM", "2.7", "11.5", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Thursday" ], [ "778926", "0.0", "74", "1.0", "October", "0.0", "166", "1.0", "10/13/2021 04:48:46 PM", "10/13/2021 05:04:11 PM", "1.94", "11.5", "1.0", "0.5", "N", "2.66", "1.0", "2.0", "1.0", "Wednesday" ], [ "701648", "0.0", "166", "0.5", "September", "0.0", "41", "1.0", "09/24/2021 09:41:56 PM", "09/24/2021 09:46:04 PM", "0.68", "5.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "658773", "0.0", "138", "1.0", "September", "6.55", "74", "1.0", "09/03/2021 06:04:46 PM", "09/03/2021 06:31:10 PM", "6.81", "23.0", "1.0", "0.5", "N", "6.27", "1.0", "2.0", "1.0", "Friday" ], [ "1011851", "0.0", "227", "0.5", "December", "6.55", "195", "1.0", "12/16/2021 08:04:25 PM", "12/16/2021 08:17:31 PM", "2.61", "11.5", "1.0", "0.5", "N", "3.87", "1.0", "2.0", "1.0", "Thursday" ], [ "798988", "2.75", "236", "3.75", "October", "0.0", "74", "1.0", "10/21/2021 06:38:26 PM", "10/21/2021 06:49:36 PM", "1.9", "9.0", "1.0", "0.5", "N", "2.7", "2.0", "1.0", "1.0", "Thursday" ], [ "1041391", "2.75", "87", "0.5", "December", "0.0", "75", "1.0", "12/30/2021 09:26:36 PM", "12/30/2021 09:46:14 PM", "8.38", "25.0", "1.0", "0.5", "N", "4.36", "1.0", "2.0", "1.0", "Thursday" ], [ "150322", "0.0", "223", "0.0", "March", "0.0", "82", "1.0", "03/07/2021 01:46:05 PM", "03/07/2021 01:58:56 PM", "2.78", "12.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Sunday" ], [ "1042470", "0.0", "42", "0.0", "December", "0.0", "74", "1.0", "12/31/2021 02:16:09 PM", "12/31/2021 02:23:56 PM", "1.1", "7.0", "2.0", "0.5", "N", "0.0", "1.0", "1.0", "1.0", "Friday" ], [ "320608", "0.0", "41", "1.0", "May", "0.0", "75", "1.0", "05/06/2021 04:00:07 PM", "05/06/2021 04:13:59 PM", "1.8", "10.0", "1.0", "0.5", "N", "2.35", "2.0", "1.0", "1.0", "Thursday" ], [ "101586", "0.0", "74", "0.0", "February", "0.0", "75", "1.0", "02/21/2021 11:54:04 AM", "02/21/2021 11:59:48 AM", "0.89", "6.0", "1.0", "0.5", "N", "1.36", "1.0", "2.0", "1.0", "Sunday" ], [ "802662", "0.0", "138", "0.0", "October", "0.0", "95", "1.0", "10/23/2021 08:09:51 AM", "10/23/2021 08:21:26 AM", "5.13", "16.5", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Saturday" ], [ "536010", "0.0", "74", "0.5", "July", "0.0", "41", "1.0", "07/30/2021 08:24:30 PM", "07/30/2021 08:36:58 PM", "1.48", "9.5", "2.0", "0.5", "N", "0.0", "5.0", "2.0", "1.0", "Friday" ], [ "1014944", "0.0", "116", "0.5", "December", "0.0", "42", "1.0", "12/17/2021 11:21:29 PM", "12/17/2021 11:28:04 PM", "1.1", "6.5", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "683930", "2.75", "230", "0.5", "September", "0.0", "255", "1.0", "09/16/2021 10:55:54 PM", "09/16/2021 11:21:57 PM", "6.7", "24.0", "1.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Thursday" ], [ "776498", "0.0", "28", "1.0", "October", "0.0", "95", "1.0", "10/12/2021 05:46:33 PM", "10/12/2021 06:01:26 PM", "2.2", "11.5", "1.0", "0.5", "N", "3.95", "2.0", "1.0", "1.0", "Tuesday" ], [ "783863", "0.0", "74", "0.0", "October", "0.0", "42", "1.0", "10/15/2021 02:49:12 PM", "10/15/2021 02:54:12 PM", "0.94", "5.5", "1.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "783474", "2.75", "162", "0.0", "October", "0.0", "74", "1.0", "10/15/2021 12:36:26 PM", "10/15/2021 01:05:39 PM", "3.75", "19.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "361229", "0.0", "243", "0.0", "May", "0.0", "74", "1.0", "05/31/2021 07:36:25 AM", "05/31/2021 07:49:50 AM", "4.06", "14.5", "1.0", "0.5", "N", "3.82", "1.0", "2.0", "1.0", "Monday" ], [ "667801", "0.0", "33", "0.0", "September", "0.0", "65", "5.0", "09/09/2021 07:56:08 AM", "09/09/2021 07:58:44 AM", "0.1", "0.01", "3.0", "0.0", "N", "0.0", "1.0", "1.0", "1.0", "Thursday" ], [ "233583", "0.0", "241", "0.0", "April", "0.0", "168", "5.0", "04/07/2021 12:55:51 AM", "04/07/2021 01:10:13 AM", "6.21", "18.0", "2.0", "0.0", "N", "0.0", "1.0", "2.0", "2.0", "Wednesday" ], [ "1029732", "0.0", "264", "0.0", "December", "0.0", "42", "5.0", "12/24/2021 12:19:51 PM", "12/28/2021 01:23:18 AM", "10.36", "15.0", "2.0", "0.0", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "913092", "0.0", "95", "0.0", "November", "0.0", "95", "1.0", "11/21/2021 02:12:17 PM", "11/21/2021 02:17:20 PM", "0.45", "5.0", "1.0", "0.5", "N", "0.75", "1.0", "2.0", "1.0", "Sunday" ], [ "82773", "0.0", "244", "0.0", "February", "0.0", "74", "1.0", "02/06/2021 06:31:23 PM", "02/06/2021 06:48:43 PM", "4.49", "16.5", "1.0", "0.5", "N", "3.46", "2.0", "2.0", "1.0", "Saturday" ], [ "607693", "2.75", "13", "0.0", "August", "0.0", "202", "1.0", "08/24/2021 08:28:34 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"2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Thursday" ], [ "142202", "0.0", "151", "1.0", "March", "0.0", "166", "1.0", "03/01/2021 06:14:43 PM", "03/01/2021 06:18:13 PM", "0.6", "4.5", "1.0", "0.5", "N", "1.0", "1.0", "1.0", "1.0", "Monday" ], [ "17146", "0.0", "195", "0.0", "January", "0.0", "65", "1.0", "01/14/2021 10:44:57 AM", "01/14/2021 10:56:39 AM", "2.21", "10.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Thursday" ], [ "525227", "2.75", "144", "0.0", "July", "0.0", "236", "1.0", "07/24/2021 12:32:43 PM", "07/24/2021 12:58:15 PM", "6.96", "24.5", "1.0", "0.5", "N", "5.61", "6.0", "2.0", "1.0", "Saturday" ], [ "1034177", "0.0", "181", "0.0", "December", "0.0", "25", "1.0", "12/27/2021 01:34:39 PM", "12/27/2021 01:47:32 PM", "1.74", "10.0", "1.0", "0.5", "N", "3.24", "1.0", "2.0", "1.0", "Monday" ] ] }
70
20
{ "drop_rows": [ [ 31 ] ], "overwrite_cells": [ [] ] }
8,045
8,000
Introduced large outliers in lpep_dropoff_datetime column for absurdly long trip durations
nyc-green-taxis
How many trips in the dataset occurred during the top 5 pickup hours (hours of the day) with the highest average trip duration? Trip duration is defined as the difference between drop-off and pickup timestamps.
19
bad-values
single-column
[ "lpep_pickup_datetime", "lpep_dropoff_datetime" ]
[ "lpep_dropoff_datetime" ]
{ "headers": [ "RideID", "congestion_surcharge", "DOLocationID", "extra", "start_month", "tolls_amount", "PULocationID", "RatecodeID", "lpep_pickup_datetime", "lpep_dropoff_datetime", "trip_distance", "fare_amount", "payment_type", "mta_tax", "store_and_fwd_flag", "tip_amount", "passenger_count", "VendorID", "trip_type", "start_day_of_week" ], "rows": [ [ "239022", "0.0", "129", "0.0", "April", "0.0", "129", "1.0", "04/10/2021 11:11:55 AM", "04/10/2021 11:18:14 AM", "1.1", "6.5", "2.0", "0.5", "N", "0.0", "1.0", "1.0", "1.0", "Saturday" ], [ "926728", "0.0", "168", "0.0", "November", "0.0", "41", "1.0", "11/27/2021 01:13:13 PM", "11/27/2021 01:21:26 PM", "1.77", "8.0", "1.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Saturday" ], [ "761139", "0.0", "202", "0.5", "October", "0.0", "112", "1.0", "10/06/2021 12:13:08 AM", "10/06/2021 12:36:37 AM", "4.59", "18.0", "1.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Wednesday" ], [ "701071", "0.0", "147", "1.0", "September", "0.0", "244", "1.0", "09/24/2021 05:03:11 PM", "09/24/2021 05:33:50 PM", "3.67", "20.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "700330", "2.75", "186", "0.0", "September", "0.0", "74", "1.0", "09/24/2021 12:32:02 PM", "09/24/2021 01:01:23 PM", "6.43", "25.5", "1.0", "0.5", "N", "2.0", "1.0", "2.0", "1.0", "Friday" ], [ "676804", "0.0", "152", "0.0", "September", "0.0", "74", "5.0", "09/13/2021 03:12:04 PM", "09/13/2021 03:25:17 PM", "2.23", "30.0", "1.0", "0.0", "N", "1.0", "1.0", "2.0", "2.0", "Monday" ], [ "245344", "2.75", "238", "1.0", "April", "0.0", "75", "1.0", "04/14/2021 06:00:15 PM", "04/14/2021 06:07:14 PM", "1.45", "7.0", "1.0", "0.5", "N", "2.31", "1.0", "2.0", "1.0", "Wednesday" ], [ "763937", "2.75", "236", "0.0", "October", "0.0", "74", "1.0", "10/07/2021 08:52:44 AM", "10/07/2021 09:18:10 AM", "2.38", "16.5", "1.0", "0.5", "N", "1.0", "1.0", "2.0", "1.0", "Thursday" ], [ "906875", "0.0", "75", "0.0", "November", "0.0", "74", "1.0", "11/19/2021 08:13:35 AM", 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AM", "08/24/2021 09:02:04 AM", "10.38", "35.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Tuesday" ], [ "706947", "0.0", "167", "0.0", "September", "0.0", "78", "1.0", "09/27/2021 02:44:46 PM", "09/27/2021 02:52:14 PM", "1.22", "7.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Monday" ], [ "345997", "2.75", "237", "2.75", "May", "0.0", "42", "1.0", "05/22/2021 09:43:17 AM", "05/22/2021 10:02:06 AM", "4.0", "15.5", "1.0", "0.5", "N", "3.8", "3.0", "1.0", "1.0", "Saturday" ], [ "141411", "0.0", "238", "0.0", "March", "0.0", "41", "1.0", "03/01/2021 09:33:23 AM", "03/01/2021 09:44:02 AM", "1.68", "9.5", "1.0", "0.5", "N", "2.06", "1.0", "2.0", "1.0", "Monday" ], [ "896200", "0.0", "42", "0.0", "November", "0.0", "41", "1.0", "11/15/2021 07:48:04 AM", "11/15/2021 07:55:30 AM", "1.24", "7.0", "1.0", "0.5", "N", "1.95", "1.0", "2.0", "1.0", "Monday" ], [ "933937", "0.0", "171", "0.0", "November", "0.0", "173", "1.0", "11/30/2021 03:34:51 PM", "11/30/2021 04:00:17 PM", "2.66", "16.5", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Tuesday" ], [ "434567", "0.0", "129", "0.5", "June", "0.0", "53", "1.0", "06/19/2021 09:48:09 PM", "06/19/2021 10:01:36 PM", "3.52", "13.5", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Saturday" ], [ "506581", "0.0", "168", "0.0", "July", "0.0", "74", "1.0", "07/13/2021 09:57:56 AM", "07/13/2021 10:15:13 AM", "2.64", "13.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Tuesday" ], [ "152805", "2.75", "162", "0.0", "March", "0.0", "74", "1.0", "03/09/2021 11:34:27 AM", "03/09/2021 12:15:36 PM", "4.67", "26.0", "1.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Tuesday" ], [ "28292", "0.0", "75", "1.0", "January", "0.0", "74", "1.0", "01/22/2021 04:32:50 PM", "01/22/2021 04:42:19 PM", "1.54", "8.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "820044", "0.0", "116", "0.0", "October", "0.0", "74", "1.0", "10/30/2021 10:56:48 AM", "10/30/2021 11:07:38 AM", "1.74", "9.0", "1.0", "0.5", "N", "2.94", "1.0", "2.0", "1.0", "Saturday" ], [ "768858", "0.0", "97", "0.5", "October", "0.0", "80", "1.0", "10/09/2021 01:25:35 AM", "10/09/2021 99:99:99 AM", "5.3", "19.5", "1.0", "0.5", "N", "4.16", "1.0", "2.0", "1.0", "Saturday" ], [ "1000536", "0.0", "75", "0.0", "December", "0.0", "74", "1.0", "12/12/2021 05:32:42 PM", "12/12/2021 05:41:38 PM", "1.77", "8.5", "1.0", "0.5", "N", "1.86", "2.0", "2.0", "1.0", "Sunday" ], [ "878777", "0.0", "74", "0.0", "November", "0.0", "42", "1.0", "11/08/2021 11:47:10 AM", "11/08/2021 11:58:26 AM", "2.0", "9.5", "2.0", "0.5", "N", "0.0", "1.0", "1.0", "1.0", "Monday" ], [ "145163", "0.0", "134", "1.0", "March", "0.0", "134", "1.0", "03/03/2021 07:22:14 PM", "03/03/2021 07:25:08 PM", "0.7", "4.0", "2.0", "0.5", "N", "0.0", "2.0", "2.0", "1.0", "Wednesday" ], [ "755896", "0.0", "151", "0.0", "October", "0.0", "74", "1.0", "10/03/2021 05:21:46 PM", "10/03/2021 05:32:37 PM", "1.87", "9.5", "1.0", "0.5", "N", "1.75", "1.0", "2.0", "1.0", "Sunday" ], [ "901617", "2.75", "238", "2.75", "November", "0.0", "116", "1.0", "11/17/2021 08:33:44 AM", "11/17/2021 08:47:12 AM", "3.8", "14.0", "1.0", "0.5", "N", "3.5", "1.0", "1.0", "1.0", "Wednesday" ], [ "92502", "0.0", "75", "0.0", "February", "0.0", "75", "1.0", "02/13/2021 06:33:55 PM", "02/13/2021 06:38:58 PM", "0.72", "5.0", "1.0", "0.5", "N", "2.0", "1.0", "2.0", "1.0", "Saturday" ], [ "181127", "0.0", "247", "1.0", "March", "0.0", "41", "1.0", "03/29/2021 07:42:38 PM", "03/29/2021 07:51:27 PM", "1.64", "8.5", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Monday" ], [ "82250", "0.0", "146", "0.0", "February", "0.0", "226", "1.0", "02/06/2021 01:16:03 PM", "02/06/2021 01:39:43 PM", "1.16", "15.0", "1.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Saturday" ], [ "926976", "0.0", "7", "0.0", "November", "6.55", "74", "1.0", "11/27/2021 03:39:13 PM", "11/27/2021 03:51:48 PM", "3.98", "14.5", "1.0", "0.5", "N", "3.28", "1.0", "2.0", "1.0", "Saturday" ], [ "244467", "0.0", "151", "0.0", "April", "0.0", "41", "1.0", "04/14/2021 09:18:35 AM", "04/14/2021 09:23:43 AM", "0.8", "5.5", "2.0", "0.5", "Y", "0.0", "1.0", "1.0", "1.0", "Wednesday" ], [ "1013766", "0.0", "116", "1.0", "December", "0.0", "166", "1.0", "12/17/2021 04:39:06 PM", "12/17/2021 04:53:01 PM", "2.44", "11.5", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "249864", "0.0", "247", "0.0", "April", "0.0", "116", "1.0", "04/17/2021 02:25:21 PM", "04/17/2021 02:40:24 PM", "2.31", "12.0", "1.0", "0.5", "N", "2.56", "2.0", "2.0", "1.0", "Saturday" ], [ "1034074", "0.0", "97", "0.0", "December", "0.0", "112", "1.0", "12/27/2021 12:26:14 PM", "12/27/2021 12:52:32 PM", "4.45", "19.5", "1.0", "0.5", "N", "0.0", "2.0", "2.0", "1.0", "Monday" ], [ "786348", "0.0", "43", "0.0", "October", "0.0", "166", "1.0", "10/16/2021 02:29:04 PM", "10/16/2021 02:33:18 PM", "0.53", "4.5", "1.0", "0.5", "N", "1.32", "1.0", "2.0", "1.0", "Saturday" ], [ "429314", "0.0", "61", "0.0", "June", "0.0", "77", "1.0", "06/17/2021 08:26:40 AM", "06/17/2021 08:54:07 AM", "4.0", "18.5", "2.0", "0.5", "N", "0.0", "1.0", "1.0", "1.0", "Thursday" ], [ "444213", "0.0", "75", "0.0", "June", "0.0", "75", "1.0", "06/25/2021 10:58:38 AM", "06/25/2021 11:08:00 AM", "1.4", "8.0", "4.0", "0.5", "N", "0.0", "1.0", "1.0", "1.0", "Friday" ], [ "452677", "0.0", "75", "0.0", "June", "0.0", "42", "5.0", "06/30/2021 12:46:29 AM", "06/30/2021 12:56:18 AM", "1.69", "10.0", "2.0", "0.0", "N", "0.0", "1.0", "2.0", "2.0", "Wednesday" ], [ "696435", "0.0", "41", "1.0", "September", "0.0", "74", "1.0", "09/22/2021 06:57:49 PM", "09/22/2021 07:07:37 PM", "0.97", "7.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Wednesday" ], [ "784783", "0.0", "133", "0.5", "October", "0.0", "97", "1.0", "10/15/2021 08:31:44 PM", "10/15/2021 08:56:01 PM", "4.89", "20.0", "1.0", "0.5", "N", "2.0", "1.0", "2.0", "1.0", "Friday" ], [ "1040631", "0.0", "151", "0.0", "December", "0.0", "166", "1.0", "12/30/2021 04:02:42 PM", "12/30/2021 04:04:50 PM", "0.61", "4.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Thursday" ], [ "142202", "0.0", "151", "1.0", "March", "0.0", "166", "1.0", "03/01/2021 06:14:43 PM", "03/01/2021 06:18:13 PM", "0.6", "4.5", "1.0", "0.5", "N", "1.0", "1.0", "1.0", "1.0", "Monday" ], [ "17146", "0.0", "195", "0.0", "January", "0.0", "65", "1.0", "01/14/2021 10:44:57 AM", "01/14/2021 10:56:39 AM", "2.21", "10.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Thursday" ], [ "525227", "2.75", "144", "0.0", "July", "0.0", "236", "1.0", "07/24/2021 12:32:43 PM", "07/24/2021 12:58:15 PM", "6.96", "24.5", "1.0", "0.5", "N", "5.61", "6.0", "2.0", "1.0", "Saturday" ], [ "1034177", "0.0", "181", "0.0", "December", "0.0", "25", "1.0", "12/27/2021 01:34:39 PM", "12/27/2021 01:47:32 PM", "1.74", "10.0", "1.0", "0.5", "N", "3.24", "1.0", "2.0", "1.0", "Monday" ] ] }
70
20
{ "drop_rows": [ [ 45 ] ], "overwrite_cells": [ [] ] }
8,045
8,000
Introduced bad values in lpep_dropoff_datetime column
nyc-green-taxis
How many trips in the dataset occurred during the top 5 pickup hours (hours of the day) with the highest average trip duration? Trip duration is defined as the difference between drop-off and pickup timestamps.
43
inconsistent-commonsense-logic
connected-multi-column
[ "lpep_pickup_datetime", "lpep_dropoff_datetime" ]
[ "lpep_dropoff_datetime", "lpep_pickup_datetime" ]
{ "headers": [ "RideID", "congestion_surcharge", "DOLocationID", "extra", "start_month", "tolls_amount", "PULocationID", "RatecodeID", "lpep_pickup_datetime", "lpep_dropoff_datetime", "trip_distance", "fare_amount", "payment_type", "mta_tax", "store_and_fwd_flag", "tip_amount", "passenger_count", "VendorID", "trip_type", "start_day_of_week" ], "rows": [ [ "239022", "0.0", "129", "0.0", "April", "0.0", "129", "1.0", "04/10/2021 11:11:55 AM", "04/10/2021 11:18:14 AM", "1.1", "6.5", "2.0", "0.5", "N", "0.0", "1.0", "1.0", "1.0", "Saturday" ], [ "926728", "0.0", "168", "0.0", "November", "0.0", "41", "1.0", "11/27/2021 01:13:13 PM", "11/27/2021 01:21:26 PM", "1.77", "8.0", "1.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Saturday" ], [ "761139", "0.0", "202", "0.5", "October", "0.0", "112", "1.0", "10/06/2021 12:13:08 AM", "10/06/2021 12:36:37 AM", "4.59", "18.0", "1.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Wednesday" ], [ "701071", "0.0", "147", "1.0", "September", "0.0", "244", "1.0", 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"0.5", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "587756", "0.0", "42", "0.0", "August", "0.0", "42", "1.0", "08/11/2021 03:37:31 PM", "08/11/2021 03:41:32 PM", "0.69", "5.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Wednesday" ], [ "1034302", "0.0", "42", "0.0", "December", "0.0", "41", "1.0", "12/27/2021 02:11:31 PM", "12/27/2021 02:13:24 PM", "0.42", "3.5", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Monday" ] ] }
141
20
{ "drop_rows": [ [ 65, 68, 105, 119 ] ], "overwrite_cells": [ [] ] }
15,962
16,000
Introduced inconsistent logic in lpep_dropoff_datetime column and how it should be strictly after the lpep_pickup_datetime column
nyc-green-taxis
How many trips in the dataset occurred during the top 5 pickup hours (hours of the day) with the highest average trip duration? Trip duration is defined as the difference between drop-off and pickup timestamps.
8
inconsistent-commonsense-logic
connected-multi-column
[ "lpep_pickup_datetime", "lpep_dropoff_datetime" ]
[ "lpep_dropoff_datetime", "lpep_pickup_datetime" ]
{ "headers": [ "RideID", "congestion_surcharge", "DOLocationID", "extra", "start_month", "tolls_amount", "PULocationID", "RatecodeID", "lpep_pickup_datetime", "lpep_dropoff_datetime", "trip_distance", "fare_amount", "payment_type", "mta_tax", "store_and_fwd_flag", "tip_amount", "passenger_count", "VendorID", "trip_type", "start_day_of_week" ], "rows": [ [ "239022", "0.0", "129", "0.0", "April", "0.0", "129", "1.0", "04/10/2021 11:11:55 AM", "04/10/2021 11:18:14 AM", "1.1", "6.5", "2.0", "0.5", "N", "0.0", "1.0", "1.0", "1.0", "Saturday" ], [ "926728", "0.0", "168", "0.0", "November", "0.0", "41", "1.0", "11/27/2021 01:13:13 PM", "11/27/2021 01:21:26 PM", "1.77", "8.0", "1.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Saturday" ], [ "761139", "0.0", "202", "0.5", "October", "0.0", "112", "1.0", "10/06/2021 12:13:08 AM", "10/05/2021 11:49:39 PM", "4.59", "18.0", "1.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Wednesday" ], [ "701071", "0.0", "147", "1.0", "September", "0.0", "244", "1.0", "09/24/2021 05:03:11 PM", "09/24/2021 05:33:50 PM", "3.67", "20.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "700330", "2.75", "186", "0.0", "September", "0.0", "74", "1.0", "09/24/2021 12:32:02 PM", "09/24/2021 01:01:23 PM", "6.43", "25.5", "1.0", "0.5", "N", "2.0", "1.0", "2.0", "1.0", "Friday" ], [ "676804", "0.0", "152", "0.0", "September", "0.0", "74", "5.0", "09/13/2021 03:12:04 PM", "09/13/2021 03:25:17 PM", "2.23", "30.0", "1.0", "0.0", "N", "1.0", "1.0", "2.0", "2.0", "Monday" ], [ "245344", "2.75", "238", "1.0", "April", "0.0", "75", "1.0", "04/14/2021 06:00:15 PM", "04/14/2021 06:07:14 PM", "1.45", "7.0", "1.0", "0.5", "N", "2.31", "1.0", "2.0", "1.0", "Wednesday" ], [ "763937", "2.75", "236", "0.0", "October", "0.0", "74", "1.0", "10/07/2021 08:52:44 AM", "10/07/2021 09:18:10 AM", "2.38", "16.5", "1.0", "0.5", "N", "1.0", "1.0", "2.0", "1.0", "Thursday" ], [ "906875", "0.0", "75", "0.0", "November", "0.0", "74", "1.0", "11/19/2021 08:13:35 AM", "11/19/2021 08:25:17 AM", "1.3", "9.0", "1.0", "0.5", "N", "1.95", "1.0", "1.0", "1.0", "Friday" ], [ "452863", "0.0", "75", "0.0", "June", "0.0", "74", "1.0", "06/30/2021 07:48:41 AM", "06/30/2021 07:58:07 AM", "1.4", "8.5", "1.0", "0.5", "N", "1.86", "1.0", "2.0", "1.0", "Wednesday" ], [ "799361", "0.0", "188", "0.5", "October", "0.0", "97", "1.0", "10/21/2021 08:11:35 PM", "10/21/2021 08:25:35 PM", "2.7", "11.5", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Thursday" ], [ "778926", "0.0", "74", "1.0", "October", "0.0", "166", "1.0", "10/13/2021 04:48:46 PM", "10/13/2021 05:04:11 PM", "1.94", "11.5", "1.0", "0.5", "N", "2.66", "1.0", "2.0", "1.0", "Wednesday" ], [ "701648", "0.0", "166", "0.5", "September", "0.0", "41", "1.0", "09/24/2021 09:41:56 PM", "09/24/2021 09:46:04 PM", "0.68", "5.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "658773", "0.0", "138", "1.0", "September", "6.55", "74", "1.0", "09/03/2021 06:04:46 PM", "09/03/2021 06:31:10 PM", "6.81", "23.0", "1.0", "0.5", "N", "6.27", "1.0", "2.0", "1.0", "Friday" ], [ "1011851", "0.0", "227", "0.5", "December", "6.55", "195", "1.0", "12/16/2021 08:04:25 PM", "12/16/2021 08:17:31 PM", "2.61", "11.5", "1.0", "0.5", "N", "3.87", "1.0", "2.0", "1.0", "Thursday" ], [ "798988", "2.75", "236", "3.75", "October", "0.0", "74", "1.0", "10/21/2021 06:38:26 PM", "10/21/2021 06:49:36 PM", "1.9", "9.0", "1.0", "0.5", "N", "2.7", "2.0", "1.0", "1.0", "Thursday" ], [ "1041391", "2.75", "87", "0.5", "December", "0.0", "75", "1.0", "12/30/2021 09:26:36 PM", "12/30/2021 09:46:14 PM", "8.38", "25.0", "1.0", "0.5", "N", "4.36", "1.0", "2.0", "1.0", "Thursday" ] ] }
17
20
{ "drop_rows": [ [ 2 ] ], "overwrite_cells": [ [] ] }
2,008
2,000
Introduced inconsistent logic in lpep_dropoff_datetime column and how it should be strictly after the lpep_pickup_datetime column
nyc-green-taxis
How many trips in the dataset occurred during the top 5 pickup hours (hours of the day) with the highest average trip duration? Trip duration is defined as the difference between drop-off and pickup timestamps.
11
missingness
single-column
[ "lpep_pickup_datetime", "lpep_dropoff_datetime" ]
[ "lpep_dropoff_datetime" ]
{ "headers": [ "RideID", "congestion_surcharge", "DOLocationID", "extra", "start_month", "tolls_amount", "PULocationID", "RatecodeID", "lpep_pickup_datetime", "lpep_dropoff_datetime", "trip_distance", "fare_amount", "payment_type", "mta_tax", "store_and_fwd_flag", "tip_amount", "passenger_count", "VendorID", "trip_type", "start_day_of_week" ], "rows": [ [ "239022", "0.0", "129", "0.0", "April", "0.0", "129", "1.0", "04/10/2021 11:11:55 AM", "04/10/2021 11:18:14 AM", "1.1", "6.5", "2.0", "0.5", "N", "0.0", "1.0", "1.0", "1.0", "Saturday" ], [ "926728", "0.0", "168", "0.0", "November", "0.0", "41", "1.0", "11/27/2021 01:13:13 PM", "11/27/2021 01:21:26 PM", "1.77", "8.0", "1.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Saturday" ], [ "761139", "0.0", "202", "0.5", "October", "0.0", "112", "1.0", "10/06/2021 12:13:08 AM", "10/06/2021 12:36:37 AM", "4.59", "18.0", "1.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Wednesday" ], [ "701071", "0.0", "147", "1.0", "September", "0.0", "244", "1.0", "09/24/2021 05:03:11 PM", "09/24/2021 05:33:50 PM", "3.67", "20.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "700330", "2.75", "186", "0.0", "September", "0.0", "74", "1.0", "09/24/2021 12:32:02 PM", "09/24/2021 01:01:23 PM", "6.43", "25.5", "1.0", "0.5", "N", "2.0", "1.0", "2.0", "1.0", "Friday" ], [ "676804", "0.0", "152", "0.0", "September", "0.0", "74", "5.0", "09/13/2021 03:12:04 PM", "09/13/2021 03:25:17 PM", "2.23", "30.0", "1.0", "0.0", "N", "1.0", "1.0", "2.0", "2.0", "Monday" ], [ "245344", "2.75", "238", "1.0", "April", "0.0", "75", "1.0", "04/14/2021 06:00:15 PM", "04/14/2021 06:07:14 PM", "1.45", "7.0", "1.0", "0.5", "N", "2.31", "1.0", "2.0", "1.0", "Wednesday" ], [ "763937", "2.75", "236", "0.0", "October", "0.0", "74", "1.0", "10/07/2021 08:52:44 AM", "10/07/2021 09:18:10 AM", "2.38", "16.5", "1.0", "0.5", "N", "1.0", "1.0", "2.0", "1.0", "Thursday" ], [ "906875", "0.0", "75", "0.0", "November", "0.0", "74", "1.0", "11/19/2021 08:13:35 AM", "11/19/2021 08:25:17 AM", "1.3", "9.0", "1.0", "0.5", "N", "1.95", "1.0", "1.0", "1.0", "Friday" ], [ "452863", "0.0", "75", "0.0", "June", "0.0", "74", "1.0", "06/30/2021 07:48:41 AM", "06/30/2021 07:58:07 AM", "1.4", "8.5", "1.0", "0.5", "N", "1.86", "1.0", "2.0", "1.0", "Wednesday" ], [ "799361", "0.0", "188", "0.5", "October", "0.0", "97", "1.0", "10/21/2021 08:11:35 PM", "10/21/2021 08:25:35 PM", "2.7", "11.5", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Thursday" ], [ "778926", "0.0", "74", "1.0", "October", "0.0", "166", "1.0", "10/13/2021 04:48:46 PM", "10/13/2021 05:04:11 PM", "1.94", "11.5", "1.0", "0.5", "N", "2.66", "1.0", "2.0", "1.0", "Wednesday" ], [ "701648", "0.0", "166", "0.5", "September", "0.0", "41", "1.0", "09/24/2021 09:41:56 PM", "09/24/2021 09:46:04 PM", "0.68", "5.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "658773", "0.0", "138", "1.0", "September", "6.55", "74", "1.0", "09/03/2021 06:04:46 PM", "09/03/2021 06:31:10 PM", "6.81", "23.0", "1.0", "0.5", "N", "6.27", "1.0", "2.0", "1.0", "Friday" ], [ "1011851", "0.0", "227", "0.5", "December", "6.55", "195", "1.0", "12/16/2021 08:04:25 PM", "12/16/2021 08:17:31 PM", "2.61", "11.5", "1.0", "0.5", "N", "3.87", "1.0", "2.0", "1.0", "Thursday" ], [ "798988", "2.75", "236", "3.75", "October", "0.0", "74", "1.0", "10/21/2021 06:38:26 PM", "10/21/2021 06:49:36 PM", "1.9", "9.0", "1.0", "0.5", "N", "2.7", "2.0", "1.0", "1.0", "Thursday" ], [ "1041391", "2.75", "87", "0.5", "December", "0.0", "75", "1.0", "12/30/2021 09:26:36 PM", "12/30/2021 09:46:14 PM", "8.38", "25.0", "1.0", "0.5", "N", "4.36", "1.0", "2.0", "1.0", "Thursday" ], [ "150322", "0.0", "223", "0.0", "March", "0.0", "82", "1.0", "03/07/2021 01:46:05 PM", "03/07/2021 01:58:56 PM", "2.78", "12.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Sunday" ], [ "1042470", "0.0", "42", "0.0", "December", "0.0", "74", "1.0", "12/31/2021 02:16:09 PM", "12/31/2021 02:23:56 PM", "1.1", "7.0", "2.0", "0.5", "N", "0.0", "1.0", "1.0", "1.0", "Friday" ], [ "320608", "0.0", "41", "1.0", "May", "0.0", "75", "1.0", "05/06/2021 04:00:07 PM", "05/06/2021 04:13:59 PM", "1.8", "10.0", "1.0", "0.5", "N", "2.35", "2.0", "1.0", "1.0", "Thursday" ], [ "101586", "0.0", "74", "0.0", "February", "0.0", "75", "1.0", "02/21/2021 11:54:04 AM", "02/21/2021 11:59:48 AM", "0.89", "6.0", "1.0", "0.5", "N", "1.36", "1.0", "2.0", "1.0", "Sunday" ], [ "802662", "0.0", "138", "0.0", "October", "0.0", "95", "1.0", "10/23/2021 08:09:51 AM", "10/23/2021 08:21:26 AM", "5.13", "16.5", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Saturday" ], [ "536010", "0.0", "74", "0.5", "July", "0.0", "41", "1.0", "07/30/2021 08:24:30 PM", "07/30/2021 08:36:58 PM", "1.48", "9.5", "2.0", "0.5", "N", "0.0", "5.0", "2.0", "1.0", "Friday" ], [ "1014944", "0.0", "116", "0.5", "December", "0.0", "42", "1.0", "12/17/2021 11:21:29 PM", "12/17/2021 11:28:04 PM", "1.1", "6.5", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "683930", "2.75", "230", "0.5", "September", "0.0", "255", "1.0", "09/16/2021 10:55:54 PM", "09/16/2021 11:21:57 PM", "6.7", "24.0", "1.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Thursday" ], [ "776498", "0.0", "28", "1.0", "October", "0.0", "95", "1.0", "10/12/2021 05:46:33 PM", "10/12/2021 06:01:26 PM", "2.2", "11.5", "1.0", "0.5", "N", "3.95", "2.0", "1.0", "1.0", "Tuesday" ], [ "783863", "0.0", "74", "0.0", "October", "0.0", "42", "1.0", "10/15/2021 02:49:12 PM", "10/15/2021 02:54:12 PM", "0.94", "5.5", "1.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "783474", "2.75", "162", "0.0", "October", "0.0", "74", "1.0", "10/15/2021 12:36:26 PM", "10/15/2021 01:05:39 PM", "3.75", "19.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "361229", "0.0", "243", "0.0", "May", "0.0", "74", "1.0", "05/31/2021 07:36:25 AM", "05/31/2021 07:49:50 AM", "4.06", "14.5", "1.0", "0.5", "N", "3.82", "1.0", "2.0", "1.0", "Monday" ], [ "667801", "0.0", "33", "0.0", "September", "0.0", "65", "5.0", "09/09/2021 07:56:08 AM", "09/09/2021 07:58:44 AM", "0.1", "0.01", "3.0", "0.0", "N", "0.0", "1.0", "1.0", "1.0", "Thursday" ], [ "233583", "0.0", "241", "0.0", "April", "0.0", "168", "5.0", "04/07/2021 12:55:51 AM", "", "6.21", "18.0", "2.0", "0.0", "N", "0.0", "1.0", "2.0", "2.0", "Wednesday" ], [ "1029732", "0.0", "264", "0.0", "December", "0.0", "42", "5.0", "12/24/2021 12:19:51 PM", "12/24/2021 02:23:18 PM", "10.36", "15.0", "2.0", "0.0", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "913092", "0.0", "95", "0.0", "November", "0.0", "95", "1.0", "11/21/2021 02:12:17 PM", "11/21/2021 02:17:20 PM", "0.45", "5.0", "1.0", "0.5", "N", "0.75", "1.0", "2.0", "1.0", "Sunday" ], [ "82773", "0.0", "244", "0.0", "February", "0.0", "74", "1.0", "02/06/2021 06:31:23 PM", "02/06/2021 06:48:43 PM", "4.49", "16.5", "1.0", "0.5", "N", "3.46", "2.0", "2.0", "1.0", "Saturday" ], [ "607693", "2.75", "13", "0.0", "August", "0.0", "202", "1.0", "08/24/2021 08:28:34 AM", "08/24/2021 09:02:04 AM", "10.38", "35.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Tuesday" ] ] }
35
20
{ "drop_rows": [ [ 30 ] ], "overwrite_cells": [ [] ] }
4,019
4,000
Introduced missingness in lpep_dropoff_datetime column so the LLM needs to remove the rows with missing values
nyc-green-taxis
How many trips in the dataset occurred during the top 5 pickup hours (hours of the day) with the highest average trip duration? Trip duration is defined as the difference between drop-off and pickup timestamps.
103
missingness
single-column
[ "lpep_pickup_datetime", "lpep_dropoff_datetime" ]
[ "lpep_dropoff_datetime" ]
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"08/16/2021 06:06:35 PM", "2.03", "10.5" ], [ "341614", "05/19/2021 06:56:45 PM", "05/19/2021 07:01:52 PM", "0.6", "5.0" ], [ "577423", "08/05/2021 11:29:07 AM", "08/05/2021 11:34:22 AM", "1.37", "6.5" ], [ "409992", "06/06/2021 10:30:31 AM", "", "1.07", "5.5" ], [ "171640", "03/22/2021 07:15:58 PM", "03/22/2021 07:21:40 PM", "0.98", "6.0" ], [ "92522", "02/13/2021 06:06:58 PM", "02/13/2021 06:44:51 PM", "5.5", "25.5" ], [ "971101", "12/01/2021 07:25:42 PM", "12/01/2021 07:29:13 PM", "1.01", "5.0" ], [ "348992", "05/24/2021 06:18:47 AM", "05/24/2021 06:23:49 AM", "1.31", "6.0" ], [ "764788", "10/07/2021 02:40:25 PM", "10/07/2021 04:29:25 PM", "11.87", "66.5" ], [ "166806", "03/19/2021 10:49:47 AM", "03/19/2021 10:58:39 AM", "1.95", "8.5" ], [ "579058", "08/06/2021 11:47:48 AM", "08/06/2021 11:49:12 AM", "0.14", "3.0" ], [ "514970", "07/17/2021 07:38:13 PM", "07/17/2021 07:48:41 PM", "1.95", "9.5" ], [ "257005", "04/22/2021 10:41:48 AM", "04/22/2021 10:47:32 AM", "1.26", "6.5" ], [ "453423", "06/30/2021 12:28:31 PM", "06/30/2021 12:45:17 PM", "2.06", "11.5" ], [ "903132", "11/17/2021 05:51:41 PM", "11/17/2021 06:20:44 PM", "2.1", "17.5" ], [ "699074", "09/23/2021 07:48:00 PM", "09/23/2021 07:50:42 PM", "0.5", "4.0" ], [ "695532", "09/22/2021 01:37:32 PM", "09/22/2021 01:42:34 PM", "0.36", "5.0" ], [ "1012510", "12/17/2021 08:20:33 AM", "12/17/2021 08:32:35 AM", "1.7", "9.5" ], [ "883520", "11/10/2021 09:18:52 AM", "11/10/2021 09:27:21 AM", "1.31", "7.5" ], [ "434472", "06/19/2021 07:29:49 PM", "06/19/2021 07:41:36 PM", "2.45", "10.5" ], [ "703359", "09/25/2021 05:10:46 PM", "09/25/2021 05:22:18 PM", "1.96", "9.5" ], [ "312590", "05/01/2021 02:19:39 PM", "05/01/2021 02:25:47 PM", "0.95", "6.0" ], [ "878686", "11/08/2021 12:05:47 PM", "11/08/2021 12:33:36 PM", "5.0", "21.0" ], [ "1037127", "12/28/2021 08:16:21 PM", "12/28/2021 08:28:03 PM", "3.06", "11.5" ], [ "1022119", "12/21/2021 08:23:34 AM", "12/21/2021 08:25:06 AM", "0.31", "3.5" ], [ "883054", "11/10/2021 05:03:31 AM", "11/10/2021 05:18:05 AM", "7.73", "23.0" ], [ "13021", "01/11/2021 02:48:57 PM", "01/11/2021 02:57:43 PM", "1.56", "8.0" ], [ "987922", "12/08/2021 09:55:55 AM", "12/08/2021 10:08:22 AM", "1.56", "9.5" ], [ "266074", "04/28/2021 09:26:44 AM", "04/28/2021 09:29:41 AM", "0.76", "10.0" ], [ "39973", "01/31/2021 01:38:44 PM", "01/31/2021 01:57:29 PM", "7.46", "23.0" ], [ "149108", "03/06/2021 01:36:55 PM", "03/06/2021 01:59:01 PM", "8.3", "25.5" ], [ "920970", "11/24/2021 03:47:51 PM", "11/24/2021 04:05:49 PM", "2.47", "12.5" ], [ "1041063", "12/30/2021 06:56:09 PM", "12/30/2021 07:00:19 PM", "1.13", "5.5" ], [ "587654", "08/11/2021 02:39:25 PM", "08/11/2021 02:51:29 PM", "1.83", "9.5" ], [ "312583", "05/01/2021 02:39:43 PM", "05/01/2021 02:48:59 PM", "1.99", "9.0" ], [ "706051", "09/27/2021 08:28:49 AM", "09/27/2021 08:34:32 AM", "1.0", "6.0" ], [ "788741", "10/17/2021 04:15:06 PM", "10/17/2021 04:55:34 PM", "17.69", "50.0" ], [ "423120", "06/13/2021 06:44:00 PM", "06/13/2021 08:11:20 PM", "16.56", "67.5" ], [ "753370", "10/02/2021 02:31:40 PM", "10/02/2021 03:00:02 PM", "6.1", "24.5" ], [ "236699", "04/08/2021 08:28:59 PM", "04/08/2021 08:32:35 PM", "0.73", "5.0" ], [ "232707", "04/06/2021 02:37:56 PM", "04/06/2021 02:46:10 PM", "0.88", "7.0" ], [ "22055", "01/18/2021 06:06:53 AM", "01/18/2021 06:11:14 AM", "0.97", "5.5" ], [ "694500", "09/21/2021 11:18:04 PM", "09/21/2021 11:35:36 PM", "5.11", "18.5" ], [ "761229", "10/06/2021 06:04:09 AM", "10/06/2021 06:10:10 AM", "1.4", "6.5" ], [ "336893", "05/17/2021 07:50:35 AM", "05/17/2021 07:59:39 AM", "1.19", "7.5" ], [ "534398", "07/29/2021 10:33:50 PM", "07/29/2021 10:47:46 PM", "3.05", "13.0" ], [ "174547", "03/24/2021 08:54:06 PM", "03/24/2021 09:03:38 PM", "1.68", "8.5" ], [ "346603", "05/22/2021 02:52:23 PM", "05/22/2021 03:05:45 PM", "3.29", "12.0" ], [ "713358", "09/30/2021 10:34:18 AM", "09/30/2021 10:47:54 AM", "1.96", "10.5" ], [ "660294", "09/04/2021 05:29:50 PM", "09/04/2021 06:25:41 PM", "5.52", "35.5" ], [ "605711", "08/22/2021 04:26:49 PM", "08/22/2021 04:47:24 PM", "5.9", "20.5" ], [ "1009284", "12/15/2021 10:12:45 PM", "12/15/2021 10:28:23 PM", "5.26", "18.0" ], [ "777633", "10/13/2021 09:28:12 AM", "10/13/2021 09:39:02 AM", "1.6", "9.0" ], [ "880014", "11/08/2021 07:19:42 PM", "11/08/2021 07:24:09 PM", "1.27", "6.5" ], [ "782973", "10/15/2021 09:31:46 AM", "10/15/2021 09:40:01 AM", "1.33", "7.5" ], [ "980301", "12/05/2021 10:24:06 AM", "12/05/2021 10:28:08 AM", "0.73", "5.0" ], [ "170246", "03/21/2021 06:17:34 PM", "03/21/2021 06:24:14 PM", "0.98", "6.5" ], [ "895418", "11/14/2021 06:01:33 PM", "11/14/2021 06:15:52 PM", "2.3", "11.5" ], [ "410480", "06/06/2021 04:23:21 PM", "06/06/2021 04:30:29 PM", "1.33", "7.0" ], [ "1010919", "12/16/2021 03:07:59 PM", "12/16/2021 03:40:44 PM", "4.53", "20.5" ], [ "751169", "10/01/2021 04:46:31 PM", "10/01/2021 04:56:13 PM", "1.56", "8.5" ], [ "165209", "03/18/2021 09:00:11 AM", "03/18/2021 09:04:57 AM", "0.89", "5.5" ], [ "769547", "10/09/2021 12:47:35 PM", "", "8.11", "35.0" ], [ "575807", "08/04/2021 01:33:25 PM", "08/04/2021 01:48:52 PM", "2.13", "11.5" ], [ "91899", "02/13/2021 01:57:40 PM", "02/13/2021 02:12:27 PM", "5.24", "17.5" ], [ "257789", "04/22/2021 05:50:49 PM", "04/22/2021 05:54:04 PM", "0.48", "4.0" ], [ "750912", "10/01/2021 02:20:49 PM", "10/01/2021 02:37:04 PM", "1.45", "11.0" ], [ "1028594", "12/23/2021 06:12:25 PM", "12/23/2021 06:48:55 PM", "5.61", "25.0" ], [ "896466", "11/15/2021 09:29:00 AM", "11/15/2021 09:36:31 AM", "2.27", "9.0" ], [ "250187", "04/17/2021 05:53:09 PM", "", "1.44", "8.0" ], [ "985985", "12/07/2021 02:33:04 PM", "12/07/2021 02:39:00 PM", "0.82", "6.0" ], [ "17414", "01/14/2021 12:38:55 PM", "01/14/2021 01:05:47 PM", "2.9", "17.0" ], [ "104018", "02/23/2021 10:35:21 AM", "02/23/2021 10:44:40 AM", "1.09", "7.5" ], [ "330142", "05/12/2021 03:13:10 PM", "05/12/2021 03:35:31 PM", "5.43", "20.0" ], [ "780429", "10/14/2021 10:52:38 AM", "10/15/2021 12:00:00 AM", "3.58", "20.5" ], [ "316828", "05/04/2021 12:11:50 PM", "05/04/2021 12:20:40 PM", "1.05", "7.5" ], [ "583796", "08/09/2021 12:55:54 PM", "08/09/2021 01:04:32 PM", "0.5", "6.5" ], [ "154813", "03/10/2021 03:18:05 PM", "03/10/2021 03:31:39 PM", "1.27", "10.0" ], [ "908363", "11/19/2021 05:14:32 PM", "11/19/2021 06:20:44 PM", "3.89", "30.5" ], [ "315585", "05/03/2021 03:38:39 PM", "05/03/2021 03:43:03 PM", "0.8", "5.0" ], [ "893018", "11/13/2021 06:13:47 PM", "11/13/2021 06:23:29 PM", "1.39", "8.0" ], [ "669606", "09/09/2021 08:09:43 PM", "09/09/2021 08:18:49 PM", "1.13", "7.5" ], [ "267489", "04/28/2021 10:44:10 PM", "04/28/2021 10:52:59 PM", "1.43", "8.0" ], [ "571701", "08/02/2021 06:19:49 AM", "08/02/2021 06:26:27 AM", "1.79", "7.5" ], [ "688302", "09/18/2021 10:28:10 PM", "09/18/2021 10:38:03 PM", "1.57", "8.5" ], [ "225035", "04/01/2021 07:28:40 AM", "04/01/2021 07:40:57 AM", "3.37", "11.5" ], [ "155123", "03/10/2021 06:52:29 PM", "03/10/2021 06:55:57 PM", "0.6", "4.5" ], [ "419713", "06/11/2021 04:48:55 PM", "06/11/2021 04:54:42 PM", "1.17", "6.5" ], [ "105542", "02/24/2021 11:37:49 AM", "02/24/2021 12:05:14 PM", "3.7", "18.5" ], [ "902090", "11/17/2021 11:29:09 AM", "11/17/2021 11:43:36 AM", "1.3", "10.0" ], [ "101994", "02/21/2021 04:52:38 PM", "02/21/2021 05:06:30 PM", "3.1", "12.5" ], [ "997540", "12/11/2021 03:00:19 PM", "12/11/2021 03:11:32 PM", "2.32", "10.0" ], [ "1034684", "12/27/2021 04:13:36 PM", "12/27/2021 04:21:45 PM", "1.8", "8.0" ], [ "601596", "08/19/2021 09:48:25 PM", "08/19/2021 09:57:23 PM", "1.28", "7.5" ], [ "261327", "04/24/2021 07:16:12 PM", "04/24/2021 07:25:39 PM", "4.73", "14.5" ], [ "970350", "12/01/2021 03:19:49 PM", "12/01/2021 03:31:27 PM", "1.19", "8.5" ], [ "694802", "09/22/2021 08:44:21 AM", "", "5.1", "26.5" ], [ "986672", "12/07/2021 05:00:35 PM", "12/07/2021 05:17:08 PM", "2.29", "12.0" ], [ "583712", "08/09/2021 11:34:19 AM", "08/09/2021 11:50:39 AM", "1.7", "11.5" ], [ "690362", "09/20/2021 08:17:49 AM", "09/20/2021 08:42:19 AM", "4.55", "19.0" ], [ "1021087", "12/20/2021 04:25:14 PM", "12/20/2021 04:38:22 PM", "2.39", "11.0" ], [ "432733", "06/18/2021 08:19:16 PM", "06/18/2021 08:44:52 PM", "9.3", "28.5" ] ] }
273
5
{ "drop_rows": [ [ 34, 60, 125, 128, 169, 174, 233, 240, 267 ] ], "overwrite_cells": [ [] ] }
16,003
16,000
Introduced missingness in lpep_dropoff_datetime column so the LLM needs to remove the rows with missing values
nyc-green-taxis
How many trips in the dataset occurred during the top 5 pickup hours (hours of the day) with the highest average trip duration? Trip duration is defined as the difference between drop-off and pickup timestamps.
8
missingness
single-column
[ "lpep_pickup_datetime", "lpep_dropoff_datetime" ]
[ "lpep_dropoff_datetime" ]
{ "headers": [ "RideID", "congestion_surcharge", "DOLocationID", "extra", "start_month", "tolls_amount", "PULocationID", "RatecodeID", "lpep_pickup_datetime", "lpep_dropoff_datetime", "trip_distance", "fare_amount", "payment_type", "mta_tax", "store_and_fwd_flag", "tip_amount", "passenger_count", "VendorID", "trip_type", "start_day_of_week" ], "rows": [ [ "239022", "0.0", "129", "0.0", "April", "0.0", "129", "1.0", "04/10/2021 11:11:55 AM", "04/10/2021 11:18:14 AM", "1.1", "6.5", "2.0", "0.5", "N", "0.0", "1.0", "1.0", "1.0", "Saturday" ], [ "926728", "0.0", "168", "0.0", "November", "0.0", "41", "1.0", "11/27/2021 01:13:13 PM", "11/27/2021 01:21:26 PM", "1.77", "8.0", "1.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Saturday" ], [ "761139", "0.0", "202", "0.5", "October", "0.0", "112", "1.0", "10/06/2021 12:13:08 AM", "", "4.59", "18.0", "1.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Wednesday" ], [ "701071", "0.0", "147", "1.0", "September", "0.0", "244", "1.0", "09/24/2021 05:03:11 PM", "09/24/2021 05:33:50 PM", "3.67", "20.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "700330", "2.75", "186", "0.0", "September", "0.0", "74", "1.0", "09/24/2021 12:32:02 PM", "09/24/2021 01:01:23 PM", "6.43", "25.5", "1.0", "0.5", "N", "2.0", "1.0", "2.0", "1.0", "Friday" ], [ "676804", "0.0", "152", "0.0", "September", "0.0", "74", "5.0", "09/13/2021 03:12:04 PM", "09/13/2021 03:25:17 PM", "2.23", "30.0", "1.0", "0.0", "N", "1.0", "1.0", "2.0", "2.0", "Monday" ], [ "245344", "2.75", "238", "1.0", "April", "0.0", "75", "1.0", "04/14/2021 06:00:15 PM", "04/14/2021 06:07:14 PM", "1.45", "7.0", "1.0", "0.5", "N", "2.31", "1.0", "2.0", "1.0", "Wednesday" ], [ "763937", "2.75", "236", "0.0", "October", "0.0", "74", "1.0", "10/07/2021 08:52:44 AM", "10/07/2021 09:18:10 AM", "2.38", "16.5", "1.0", "0.5", "N", "1.0", "1.0", "2.0", "1.0", "Thursday" ], [ "906875", "0.0", "75", "0.0", "November", "0.0", "74", "1.0", "11/19/2021 08:13:35 AM", "11/19/2021 08:25:17 AM", "1.3", "9.0", "1.0", "0.5", "N", "1.95", "1.0", "1.0", "1.0", "Friday" ], [ "452863", "0.0", "75", "0.0", "June", "0.0", "74", "1.0", "06/30/2021 07:48:41 AM", "06/30/2021 07:58:07 AM", "1.4", "8.5", "1.0", "0.5", "N", "1.86", "1.0", "2.0", "1.0", "Wednesday" ], [ "799361", "0.0", "188", "0.5", "October", "0.0", "97", "1.0", "10/21/2021 08:11:35 PM", "10/21/2021 08:25:35 PM", "2.7", "11.5", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Thursday" ], [ "778926", "0.0", "74", "1.0", "October", "0.0", "166", "1.0", "10/13/2021 04:48:46 PM", "10/13/2021 05:04:11 PM", "1.94", "11.5", "1.0", "0.5", "N", "2.66", "1.0", "2.0", "1.0", "Wednesday" ], [ "701648", "0.0", "166", "0.5", "September", "0.0", "41", "1.0", "09/24/2021 09:41:56 PM", "09/24/2021 09:46:04 PM", "0.68", "5.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "658773", "0.0", "138", "1.0", "September", "6.55", "74", "1.0", "09/03/2021 06:04:46 PM", "09/03/2021 06:31:10 PM", "6.81", "23.0", "1.0", "0.5", "N", "6.27", "1.0", "2.0", "1.0", "Friday" ], [ "1011851", "0.0", "227", "0.5", "December", "6.55", "195", "1.0", "12/16/2021 08:04:25 PM", "12/16/2021 08:17:31 PM", "2.61", "11.5", "1.0", "0.5", "N", "3.87", "1.0", "2.0", "1.0", "Thursday" ], [ "798988", "2.75", "236", "3.75", "October", "0.0", "74", "1.0", "10/21/2021 06:38:26 PM", "10/21/2021 06:49:36 PM", "1.9", "9.0", "1.0", "0.5", "N", "2.7", "2.0", "1.0", "1.0", "Thursday" ], [ "1041391", "2.75", "87", "0.5", "December", "0.0", "75", "1.0", "12/30/2021 09:26:36 PM", "12/30/2021 09:46:14 PM", "8.38", "25.0", "1.0", "0.5", "N", "4.36", "1.0", "2.0", "1.0", "Thursday" ] ] }
17
20
{ "drop_rows": [ [ 2 ] ], "overwrite_cells": [ [] ] }
2,008
2,000
Introduced missingness in lpep_dropoff_datetime column so the LLM needs to remove the rows with missing values
nyc-green-taxis
How many trips in the dataset occurred during the top 5 pickup hours (hours of the day) with the highest average trip duration? Trip duration is defined as the difference between drop-off and pickup timestamps.
14
bad-values
single-column
[ "lpep_pickup_datetime", "lpep_dropoff_datetime" ]
[ "lpep_dropoff_datetime" ]
{ "headers": [ "RideID", "lpep_pickup_datetime", "lpep_dropoff_datetime", "trip_distance", "fare_amount" ], "rows": [ [ "239022", "04/10/2021 11:11:55 AM", "04/10/2021 11:18:14 AM", "1.1", "6.5" ], [ "926728", "11/27/2021 01:13:13 PM", "11/27/2021 01:21:26 PM", "1.77", "8.0" ], [ "761139", "10/06/2021 12:13:08 AM", "10/06/2021 12:36:37 AM", "4.59", "18.0" ], [ "701071", "09/24/2021 05:03:11 PM", "09/24/2021 05:33:50 PM", "3.67", "20.0" ], [ "700330", "09/24/2021 12:32:02 PM", "09/24/2021 01:01:23 PM", "6.43", "25.5" ], [ "676804", "09/13/2021 03:12:04 PM", "09/13/2021 03:25:17 PM", "2.23", "30.0" ], [ "245344", "04/14/2021 06:00:15 PM", "04/14/2021 06:07:14 PM", "1.45", "7.0" ], [ "763937", "10/07/2021 08:52:44 AM", "10/07/2021 09:18:10 AM", "2.38", "16.5" ], [ "906875", "11/19/2021 08:13:35 AM", "11/19/2021 08:25:17 AM", "1.3", "9.0" ], [ "452863", "06/30/2021 07:48:41 AM", "06/30/2021 07:58:07 AM", "1.4", "8.5" ], [ "799361", "10/21/2021 08:11:35 PM", "10/21/2021 08:25:35 PM", "2.7", "11.5" ], [ "778926", "10/13/2021 04:48:46 PM", "10/13/2021 05:04:11 PM", "1.94", "11.5" ], [ "701648", "09/24/2021 09:41:56 PM", "09/24/2021 09:46:04 PM", "0.68", "5.0" ], [ "658773", "09/03/2021 06:04:46 PM", "09/03/2021 06:31:10 PM", "6.81", "23.0" ], [ "1011851", "12/16/2021 08:04:25 PM", "12/16/2021 08:17:31 PM", "2.61", "11.5" ], [ "798988", "10/21/2021 06:38:26 PM", "10/21/2021 06:49:36 PM", "1.9", "9.0" ], [ "1041391", "12/30/2021 09:26:36 PM", "12/30/2021 09:46:14 PM", "8.38", "25.0" ], [ "150322", "03/07/2021 01:46:05 PM", "03/07/2021 01:58:56 PM", "2.78", "12.0" ], [ "1042470", "12/31/2021 02:16:09 PM", "12/31/2021 02:23:56 PM", "1.1", "7.0" ], [ "320608", "05/06/2021 04:00:07 PM", "05/06/2021 04:13:59 PM", "1.8", "10.0" ], [ "101586", "02/21/2021 11:54:04 AM", "02/21/2021 11:59:48 AM", "0.89", "6.0" ], [ "802662", "10/23/2021 08:09:51 AM", "10/23/2021 08:21:26 AM", "5.13", "16.5" ], [ "536010", "07/30/2021 08:24:30 PM", "07/30/2021 08:36:58 PM", "1.48", "9.5" ], [ "1014944", "12/17/2021 11:21:29 PM", "12/17/2021 11:28:04 PM", "1.1", "6.5" ], [ "683930", "09/16/2021 10:55:54 PM", "09/16/2021 11:21:57 PM", "6.7", "24.0" ], [ "776498", "10/12/2021 05:46:33 PM", "10/12/2021 06:01:26 PM", "2.2", "11.5" ], [ "783863", "10/15/2021 02:49:12 PM", "10/15/2021 02:54:12 PM", "0.94", "5.5" ], [ "783474", "10/15/2021 12:36:26 PM", "10/15/2021 01:05:39 PM", "3.75", "19.0" ], [ "361229", "05/31/2021 07:36:25 AM", "05/31/2021 07:49:50 AM", "4.06", "14.5" ], [ "667801", "09/09/2021 07:56:08 AM", "09/09/2021 07:58:44 AM", "0.1", "0.01" ], [ "233583", "04/07/2021 12:55:51 AM", "04/07/2021 01:10:13 AM", "6.21", "18.0" ], [ "1029732", "12/24/2021 12:19:51 PM", "12/24/2021 02:23:18 PM", "10.36", "15.0" ], [ "913092", "11/21/2021 02:12:17 PM", "11/21/2021 02:17:20 PM", "0.45", "5.0" ], [ "82773", "02/06/2021 06:31:23 PM", "02/06/2021 06:48:43 PM", "4.49", "16.5" ], [ "607693", "08/24/2021 08:28:34 AM", "08/24/2021 09:02:04 AM", "10.38", "35.0" ], [ "706947", "09/27/2021 02:44:46 PM", "09/27/2021 02:52:14 PM", "1.22", "7.0" ], [ "345997", "05/22/2021 09:43:17 AM", "05/22/2021 10:02:06 AM", "4.0", "15.5" ], [ "141411", "03/01/2021 09:33:23 AM", "03/01/2021 09:44:02 AM", "1.68", "9.5" ], [ "896200", "11/15/2021 07:48:04 AM", "11/15/2021 07:55:30 AM", "1.24", "7.0" ], [ "933937", "11/30/2021 03:34:51 PM", "11/30/2021 04:00:17 PM", "2.66", "16.5" ], [ "434567", "06/19/2021 09:48:09 PM", "06/19/2021 10:01:36 PM", "3.52", "13.5" ], [ "506581", "07/13/2021 09:57:56 AM", "07/13/2021 10:15:13 AM", "2.64", "13.0" ], [ "152805", "03/09/2021 11:34:27 AM", "03/09/2021 12:15:36 PM", "4.67", "26.0" ], [ "28292", "01/22/2021 04:32:50 PM", "01/22/2021 04:42:19 PM", "1.54", "8.0" ], [ "820044", "10/30/2021 10:56:48 AM", "10/30/2021 11:07:38 AM", "1.74", "9.0" ], [ "768858", "10/09/2021 01:25:35 AM", "10/09/2021 01:44:48 AM", "5.3", "19.5" ], [ "1000536", "12/12/2021 05:32:42 PM", "12/12/2021 05:41:38 PM", "1.77", "8.5" ], [ "878777", "11/08/2021 11:47:10 AM", "11/08/2021 11:58:26 AM", "2.0", "9.5" ], [ "145163", "03/03/2021 07:22:14 PM", "03/03/2021 07:25:08 PM", "0.7", "4.0" ], [ "755896", "10/03/2021 05:21:46 PM", "10/03/2021 05:32:37 PM", "1.87", "9.5" ], [ "901617", "11/17/2021 08:33:44 AM", "11/17/2021 99:99:99 AM", "3.8", "14.0" ], [ "92502", "02/13/2021 06:33:55 PM", "02/13/2021 06:38:58 PM", "0.72", "5.0" ], [ "181127", "03/29/2021 07:42:38 PM", "03/29/2021 07:51:27 PM", "1.64", "8.5" ], [ "82250", "02/06/2021 01:16:03 PM", "02/06/2021 01:39:43 PM", "1.16", "15.0" ], [ "926976", "11/27/2021 03:39:13 PM", "11/27/2021 03:51:48 PM", "3.98", "14.5" ], [ "244467", "04/14/2021 09:18:35 AM", "04/14/2021 09:23:43 AM", "0.8", "5.5" ], [ "1013766", "12/17/2021 04:39:06 PM", "12/17/2021 04:53:01 PM", "2.44", "11.5" ], [ "249864", "04/17/2021 02:25:21 PM", "04/17/2021 02:40:24 PM", "2.31", "12.0" ], [ "1034074", "12/27/2021 12:26:14 PM", "12/27/2021 12:52:32 PM", "4.45", "19.5" ], [ "786348", "10/16/2021 02:29:04 PM", "10/16/2021 02:33:18 PM", "0.53", "4.5" ], [ "429314", "06/17/2021 08:26:40 AM", "06/17/2021 08:54:07 AM", "4.0", "18.5" ], [ "444213", "06/25/2021 10:58:38 AM", "06/25/2021 11:08:00 AM", "1.4", "8.0" ], [ "452677", "06/30/2021 12:46:29 AM", "06/30/2021 12:56:18 AM", "1.69", "10.0" ], [ "696435", "09/22/2021 06:57:49 PM", "09/22/2021 07:07:37 PM", "0.97", "7.0" ], [ "784783", "10/15/2021 08:31:44 PM", "10/15/2021 08:56:01 PM", "4.89", "20.0" ], [ "1040631", "12/30/2021 04:02:42 PM", "12/30/2021 04:04:50 PM", "0.61", "4.0" ], [ "142202", "03/01/2021 06:14:43 PM", "03/01/2021 06:18:13 PM", "0.6", "4.5" ] ] }
67
5
{ "drop_rows": [ [ 50 ] ], "overwrite_cells": [ [] ] }
3,999
4,000
Introduced bad values in lpep_dropoff_datetime column
nyc-green-taxis
How many trips in the dataset occurred during the top 5 pickup hours (hours of the day) with the highest average trip duration? Trip duration is defined as the difference between drop-off and pickup timestamps.
11
inconsistent-commonsense-logic
connected-multi-column
[ "lpep_pickup_datetime", "lpep_dropoff_datetime" ]
[ "lpep_dropoff_datetime", "lpep_pickup_datetime" ]
{ "headers": [ "RideID", "congestion_surcharge", "DOLocationID", "extra", "start_month", "tolls_amount", "PULocationID", "RatecodeID", "lpep_pickup_datetime", "lpep_dropoff_datetime", "trip_distance", "fare_amount", "payment_type", "mta_tax", "store_and_fwd_flag", "tip_amount", "passenger_count", "VendorID", "trip_type", "start_day_of_week" ], "rows": [ [ "239022", "0.0", "129", "0.0", "April", "0.0", "129", "1.0", "04/10/2021 11:11:55 AM", "04/10/2021 11:18:14 AM", "1.1", "6.5", "2.0", "0.5", "N", "0.0", "1.0", "1.0", "1.0", "Saturday" ], [ "926728", "0.0", "168", "0.0", "November", "0.0", "41", "1.0", "11/27/2021 01:13:13 PM", "11/27/2021 01:21:26 PM", "1.77", "8.0", "1.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Saturday" ], [ "761139", "0.0", "202", "0.5", "October", "0.0", "112", "1.0", "10/06/2021 12:13:08 AM", "10/06/2021 12:36:37 AM", "4.59", "18.0", "1.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Wednesday" ], [ "701071", "0.0", "147", "1.0", "September", "0.0", "244", "1.0", "09/24/2021 05:03:11 PM", "09/24/2021 05:33:50 PM", "3.67", "20.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "700330", "2.75", "186", "0.0", "September", "0.0", "74", "1.0", "09/24/2021 12:32:02 PM", "09/24/2021 01:01:23 PM", "6.43", "25.5", "1.0", "0.5", "N", "2.0", "1.0", "2.0", "1.0", "Friday" ], [ "676804", "0.0", "152", "0.0", "September", "0.0", "74", "5.0", "09/13/2021 03:12:04 PM", "09/13/2021 03:25:17 PM", "2.23", "30.0", "1.0", "0.0", "N", "1.0", "1.0", "2.0", "2.0", "Monday" ], [ "245344", "2.75", "238", "1.0", "April", "0.0", "75", "1.0", "04/14/2021 06:00:15 PM", "04/14/2021 06:07:14 PM", "1.45", "7.0", "1.0", "0.5", "N", "2.31", "1.0", "2.0", "1.0", "Wednesday" ], [ "763937", "2.75", "236", "0.0", "October", "0.0", "74", "1.0", "10/07/2021 08:52:44 AM", "10/07/2021 09:18:10 AM", "2.38", "16.5", "1.0", "0.5", "N", "1.0", "1.0", "2.0", "1.0", "Thursday" ], [ "906875", "0.0", "75", "0.0", "November", "0.0", "74", "1.0", "11/19/2021 08:13:35 AM", "11/19/2021 08:25:17 AM", "1.3", "9.0", "1.0", "0.5", "N", "1.95", "1.0", "1.0", "1.0", "Friday" ], [ "452863", "0.0", "75", "0.0", "June", "0.0", "74", "1.0", "06/30/2021 07:48:41 AM", "06/30/2021 07:58:07 AM", "1.4", "8.5", "1.0", "0.5", "N", "1.86", "1.0", "2.0", "1.0", "Wednesday" ], [ "799361", "0.0", "188", "0.5", "October", "0.0", "97", "1.0", "10/21/2021 08:11:35 PM", "10/21/2021 08:25:35 PM", "2.7", "11.5", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Thursday" ], [ "778926", "0.0", "74", "1.0", "October", "0.0", "166", "1.0", "10/13/2021 04:48:46 PM", "10/13/2021 05:04:11 PM", "1.94", "11.5", "1.0", "0.5", "N", "2.66", "1.0", "2.0", "1.0", "Wednesday" ], [ "701648", "0.0", "166", "0.5", "September", "0.0", "41", "1.0", "09/24/2021 09:41:56 PM", "09/24/2021 09:46:04 PM", "0.68", "5.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "658773", "0.0", "138", "1.0", "September", "6.55", "74", "1.0", "09/03/2021 06:04:46 PM", "09/03/2021 06:31:10 PM", "6.81", "23.0", "1.0", "0.5", "N", "6.27", "1.0", "2.0", "1.0", "Friday" ], [ "1011851", "0.0", "227", "0.5", "December", "6.55", "195", "1.0", "12/16/2021 08:04:25 PM", "12/16/2021 08:17:31 PM", "2.61", "11.5", "1.0", "0.5", "N", "3.87", "1.0", "2.0", "1.0", "Thursday" ], [ "798988", "2.75", "236", "3.75", "October", "0.0", "74", "1.0", "10/21/2021 06:38:26 PM", "10/21/2021 06:49:36 PM", "1.9", "9.0", "1.0", "0.5", "N", "2.7", "2.0", "1.0", "1.0", "Thursday" ], [ "1041391", "2.75", "87", "0.5", "December", "0.0", "75", "1.0", "12/30/2021 09:26:36 PM", "12/30/2021 09:46:14 PM", "8.38", "25.0", "1.0", "0.5", "N", "4.36", "1.0", "2.0", "1.0", "Thursday" ], [ "150322", "0.0", "223", "0.0", "March", "0.0", "82", "1.0", "03/07/2021 01:46:05 PM", "03/07/2021 01:58:56 PM", "2.78", "12.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Sunday" ], [ "1042470", "0.0", "42", "0.0", "December", "0.0", "74", "1.0", "12/31/2021 02:16:09 PM", "12/31/2021 02:23:56 PM", "1.1", "7.0", "2.0", "0.5", "N", "0.0", "1.0", "1.0", "1.0", "Friday" ], [ "320608", "0.0", "41", "1.0", "May", "0.0", "75", "1.0", "05/06/2021 04:00:07 PM", "05/06/2021 04:13:59 PM", "1.8", "10.0", "1.0", "0.5", "N", "2.35", "2.0", "1.0", "1.0", "Thursday" ], [ "101586", "0.0", "74", "0.0", "February", "0.0", "75", "1.0", "02/21/2021 11:54:04 AM", "02/21/2021 11:59:48 AM", "0.89", "6.0", "1.0", "0.5", "N", "1.36", "1.0", "2.0", "1.0", "Sunday" ], [ "802662", "0.0", "138", "0.0", "October", "0.0", "95", "1.0", "10/23/2021 08:09:51 AM", "10/23/2021 08:21:26 AM", "5.13", "16.5", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Saturday" ], [ "536010", "0.0", "74", "0.5", "July", "0.0", "41", "1.0", "07/30/2021 08:24:30 PM", "07/30/2021 08:36:58 PM", "1.48", "9.5", "2.0", "0.5", "N", "0.0", "5.0", "2.0", "1.0", "Friday" ], [ "1014944", "0.0", "116", "0.5", "December", "0.0", "42", "1.0", "12/17/2021 11:21:29 PM", "12/17/2021 11:28:04 PM", "1.1", "6.5", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "683930", "2.75", "230", "0.5", "September", "0.0", "255", "1.0", "09/16/2021 10:55:54 PM", "09/16/2021 11:21:57 PM", "6.7", "24.0", "1.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Thursday" ], [ "776498", "0.0", "28", "1.0", "October", "0.0", "95", "1.0", "10/12/2021 05:46:33 PM", "10/12/2021 06:01:26 PM", "2.2", "11.5", "1.0", "0.5", "N", "3.95", "2.0", "1.0", "1.0", "Tuesday" ], [ "783863", "0.0", "74", "0.0", "October", "0.0", "42", "1.0", "10/15/2021 02:49:12 PM", "10/15/2021 02:54:12 PM", "0.94", "5.5", "1.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "783474", "2.75", "162", "0.0", "October", "0.0", "74", "1.0", "10/15/2021 12:36:26 PM", "10/15/2021 01:05:39 PM", "3.75", "19.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "361229", "0.0", "243", "0.0", "May", "0.0", "74", "1.0", "05/31/2021 07:36:25 AM", "05/31/2021 07:49:50 AM", "4.06", "14.5", "1.0", "0.5", "N", "3.82", "1.0", "2.0", "1.0", "Monday" ], [ "667801", "0.0", "33", "0.0", "September", "0.0", "65", "5.0", "09/09/2021 07:56:08 AM", "09/09/2021 07:58:44 AM", "0.1", "0.01", "3.0", "0.0", "N", "0.0", "1.0", "1.0", "1.0", "Thursday" ], [ "233583", "0.0", "241", "0.0", "April", "0.0", "168", "5.0", "04/07/2021 12:55:51 AM", "04/07/2021 12:41:29 AM", "6.21", "18.0", "2.0", "0.0", "N", "0.0", "1.0", "2.0", "2.0", "Wednesday" ], [ "1029732", "0.0", "264", "0.0", "December", "0.0", "42", "5.0", "12/24/2021 12:19:51 PM", "12/24/2021 02:23:18 PM", "10.36", "15.0", "2.0", "0.0", "N", "0.0", "1.0", "2.0", "1.0", "Friday" ], [ "913092", "0.0", "95", "0.0", "November", "0.0", "95", "1.0", "11/21/2021 02:12:17 PM", "11/21/2021 02:17:20 PM", "0.45", "5.0", "1.0", "0.5", "N", "0.75", "1.0", "2.0", "1.0", "Sunday" ], [ "82773", "0.0", "244", "0.0", "February", "0.0", "74", "1.0", "02/06/2021 06:31:23 PM", "02/06/2021 06:48:43 PM", "4.49", "16.5", "1.0", "0.5", "N", "3.46", "2.0", "2.0", "1.0", "Saturday" ], [ "607693", "2.75", "13", "0.0", "August", "0.0", "202", "1.0", "08/24/2021 08:28:34 AM", "08/24/2021 09:02:04 AM", "10.38", "35.0", "2.0", "0.5", "N", "0.0", "1.0", "2.0", "1.0", "Tuesday" ] ] }
35
20
{ "drop_rows": [ [ 30 ] ], "overwrite_cells": [ [] ] }
4,019
4,000
Introduced inconsistent logic in lpep_dropoff_datetime column and how it should be strictly after the lpep_pickup_datetime column
nyc-green-taxis
How many trips in the dataset occurred during the top 5 pickup hours (hours of the day) with the highest average trip duration? Trip duration is defined as the difference between drop-off and pickup timestamps.
103
inconsistent-commonsense-logic
connected-multi-column
[ "lpep_pickup_datetime", "lpep_dropoff_datetime" ]