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The dataset generation failed
Error code: DatasetGenerationError
Exception: ArrowInvalid
Message: Failed to parse string: ' ' as a scalar of type double
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 623, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2293, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2246, in cast_table_to_schema
arrays = [
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2247, in <listcomp>
cast_array_to_feature(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1796, in wrapper
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1796, in <listcomp>
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2103, in cast_array_to_feature
return array_cast(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1798, in wrapper
return func(array, *args, **kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1950, in array_cast
return array.cast(pa_type)
File "pyarrow/array.pxi", line 996, in pyarrow.lib.Array.cast
File "/src/services/worker/.venv/lib/python3.9/site-packages/pyarrow/compute.py", line 404, in cast
return call_function("cast", [arr], options, memory_pool)
File "pyarrow/_compute.pyx", line 590, in pyarrow._compute.call_function
File "pyarrow/_compute.pyx", line 385, in pyarrow._compute.Function.call
File "pyarrow/error.pxi", line 154, in pyarrow.lib.pyarrow_internal_check_status
File "pyarrow/error.pxi", line 91, in pyarrow.lib.check_status
pyarrow.lib.ArrowInvalid: Failed to parse string: ' ' as a scalar of type double
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1438, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1050, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1898, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
CRASH DATE
string | CRASH TIME
string | BOROUGH
string | ZIP CODE
float64 | LATITUDE
float64 | LONGITUDE
float64 | LOCATION
string | ON STREET NAME
string | CROSS STREET NAME
string | OFF STREET NAME
null | NUMBER OF PERSONS INJURED
int64 | NUMBER OF PERSONS KILLED
int64 | NUMBER OF PEDESTRIANS INJURED
int64 | NUMBER OF PEDESTRIANS KILLED
int64 | NUMBER OF CYCLIST INJURED
int64 | NUMBER OF CYCLIST KILLED
int64 | NUMBER OF MOTORIST INJURED
int64 | NUMBER OF MOTORIST KILLED
int64 | CONTRIBUTING FACTOR VEHICLE 1
string | CONTRIBUTING FACTOR VEHICLE 2
string | CONTRIBUTING FACTOR VEHICLE 3
string | CONTRIBUTING FACTOR VEHICLE 4
null | CONTRIBUTING FACTOR VEHICLE 5
null | COLLISION_ID
int64 | VEHICLE TYPE CODE 1
string | VEHICLE TYPE CODE 2
string | VEHICLE TYPE CODE 3
string | VEHICLE TYPE CODE 4
null | VEHICLE TYPE CODE 5
null |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
09/11/2021
|
2:39
| null | null | null | null | null |
WHITESTONE EXPRESSWAY
|
20 AVENUE
| null | 2 | 0 | 0 | 0 | 0 | 0 | 2 | 0 |
Aggressive Driving/Road Rage
|
Unspecified
| null | null | null | 4,455,765 |
Sedan
|
Sedan
| null | null | null |
03/26/2022
|
11:45
| null | null | null | null | null |
QUEENSBORO BRIDGE UPPER
| null | null | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
Pavement Slippery
| null | null | null | null | 4,513,547 |
Sedan
| null | null | null | null |
11/01/2023
|
1:29
|
BROOKLYN
| 11,230 | 40.62179 | -73.970024 |
(40.62179, -73.970024)
|
OCEAN PARKWAY
|
AVENUE K
| null | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
Unspecified
|
Unspecified
|
Unspecified
| null | null | 4,675,373 |
Moped
|
Sedan
|
Sedan
| null | null |
06/29/2022
|
6:55
| null | null | null | null | null |
THROGS NECK BRIDGE
| null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Following Too Closely
|
Unspecified
| null | null | null | 4,541,903 |
Sedan
|
Pick-up Truck
| null | null | null |
09/21/2022
|
13:21
| null | null | null | null | null |
BROOKLYN BRIDGE
| null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Passing Too Closely
|
Unspecified
| null | null | null | 4,566,131 |
Station Wagon/Sport Utility Vehicle
| null | null | null | null |
04/26/2023
|
13:30
| null | null | null | null | null |
WEST 54 STREET
| null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Unspecified
|
Unspecified
| null | null | null | 4,623,759 |
Sedan
|
Box Truck
| null | null | null |
11/01/2023
|
7:12
| null | null | null | null | null |
HUTCHINSON RIVER PARKWAY
| null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Following Too Closely
|
Driver Inattention/Distraction
| null | null | null | 4,675,709 |
Sedan
|
Station Wagon/Sport Utility Vehicle
| null | null | null |
11/01/2023
|
8:01
| null | null | null | null | null |
WEST 35 STREET
|
HENRY HUDSON RIVER
| null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Failure to Yield Right-of-Way
| null | null | null | null | 4,675,769 |
Sedan
| null | null | null | null |
04/26/2023
|
22:20
| null | null | null | null | null | null | null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Unspecified
| null | null | null | null | 4,623,865 |
Sedan
|
Pick-up Truck
| null | null | null |
09/11/2021
|
9:35
|
BROOKLYN
| 11,208 | 40.667202 | -73.8665 |
(40.667202, -73.8665)
| null | null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Unspecified
| null | null | null | null | 4,456,314 |
Sedan
| null | null | null | null |
12/14/2021
|
8:13
|
BROOKLYN
| 11,233 | 40.683304 | -73.917274 |
(40.683304, -73.917274)
|
SARATOGA AVENUE
|
DECATUR STREET
| null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | null | null | null | null | null | 4,486,609 | null | null | null | null | null |
04/14/2021
|
12:47
| null | null | null | null | null |
MAJOR DEEGAN EXPRESSWAY RAMP
| null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Unspecified
|
Unspecified
| null | null | null | 4,407,458 |
Dump
|
Sedan
| null | null | null |
12/14/2021
|
17:05
| null | null | 40.709183 | -73.956825 |
(40.709183, -73.956825)
|
BROOKLYN QUEENS EXPRESSWAY
| null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Passing Too Closely
|
Unspecified
| null | null | null | 4,486,555 |
Sedan
|
Tractor Truck Diesel
| null | null | null |
12/14/2021
|
8:17
|
BRONX
| 10,475 | 40.86816 | -73.83148 |
(40.86816, -73.83148)
| null | null | null | 2 | 0 | 0 | 0 | 0 | 0 | 2 | 0 |
Unspecified
|
Unspecified
| null | null | null | 4,486,660 |
Sedan
|
Sedan
| null | null | null |
12/14/2021
|
21:10
|
BROOKLYN
| 11,207 | 40.67172 | -73.8971 |
(40.67172, -73.8971)
| null | null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Driver Inexperience
|
Unspecified
| null | null | null | 4,487,074 |
Sedan
| null | null | null | null |
12/14/2021
|
14:58
|
MANHATTAN
| 10,017 | 40.75144 | -73.97397 |
(40.75144, -73.97397)
|
3 AVENUE
|
EAST 43 STREET
| null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Passing Too Closely
|
Unspecified
| null | null | null | 4,486,519 |
Sedan
|
Station Wagon/Sport Utility Vehicle
| null | null | null |
12/13/2021
|
0:34
| null | null | 40.701275 | -73.88887 |
(40.701275, -73.88887)
|
MYRTLE AVENUE
| null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Passing or Lane Usage Improper
|
Unspecified
| null | null | null | 4,486,934 |
Station Wagon/Sport Utility Vehicle
| null | null | null | null |
12/14/2021
|
16:50
|
QUEENS
| 11,413 | 40.675884 | -73.75577 |
(40.675884, -73.75577)
|
SPRINGFIELD BOULEVARD
|
EAST GATE PLAZA
| null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Turning Improperly
|
Unspecified
| null | null | null | 4,487,127 |
Sedan
|
Station Wagon/Sport Utility Vehicle
| null | null | null |
12/14/2021
|
8:30
| null | null | null | null | null |
broadway
|
west 80 street -west 81 street
| null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Unsafe Lane Changing
|
Unspecified
| null | null | null | 4,486,634 |
Station Wagon/Sport Utility Vehicle
|
Sedan
| null | null | null |
12/14/2021
|
0:59
| null | null | 40.59662 | -74.00231 |
(40.59662, -74.00231)
|
BELT PARKWAY
| null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Unsafe Speed
| null | null | null | null | 4,486,564 |
Sedan
| null | null | null | null |
12/14/2021
|
23:10
|
QUEENS
| 11,434 | 40.66684 | -73.78941 |
(40.66684, -73.78941)
|
NORTH CONDUIT AVENUE
|
150 STREET
| null | 2 | 0 | 0 | 0 | 0 | 0 | 2 | 0 |
Reaction to Uninvolved Vehicle
|
Unspecified
| null | null | null | 4,486,635 |
Sedan
|
Sedan
| null | null | null |
12/14/2021
|
17:58
|
BROOKLYN
| 11,217 | 40.68158 | -73.97463 |
(40.68158, -73.97463)
| null | null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Passing Too Closely
|
Unspecified
| null | null | null | 4,486,604 |
Tanker
|
Station Wagon/Sport Utility Vehicle
| null | null | null |
12/14/2021
|
20:03
|
BROOKLYN
| 11,226 | 40.65068 | -73.95881 |
(40.65068, -73.95881)
| null | null | null | 4 | 0 | 0 | 0 | 0 | 0 | 4 | 0 |
Steering Failure
| null | null | null | null | 4,486,991 |
Sedan
| null | null | null | null |
12/14/2021
|
1:28
| null | null | null | null | null |
MEEKER AVENUE
|
LORIMER STREET
| null | 3 | 0 | 0 | 0 | 0 | 0 | 3 | 0 |
Traffic Control Disregarded
|
Unspecified
| null | null | null | 4,486,284 |
Station Wagon/Sport Utility Vehicle
|
Station Wagon/Sport Utility Vehicle
| null | null | null |
12/11/2021
|
19:43
|
BRONX
| 10,463 | 40.87262 | -73.904686 |
(40.87262, -73.904686)
|
WEST KINGSBRIDGE ROAD
|
HEATH AVENUE
| null | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
Unspecified
|
Unspecified
| null | null | null | 4,487,040 |
Station Wagon/Sport Utility Vehicle
|
Sedan
| null | null | null |
12/14/2021
|
14:30
| null | null | 40.783268 | -73.82485 |
(40.783268, -73.82485)
|
WHITESTONE EXPRESSWAY
| null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Following Too Closely
|
Unspecified
|
Unspecified
| null | null | 4,486,537 |
Station Wagon/Sport Utility Vehicle
|
Sedan
|
Sedan
| null | null |
12/11/2021
|
4:45
|
MANHATTAN
| 10,001 | 40.748917 | -73.993546 |
(40.748917, -73.993546)
| null | null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Following Too Closely
|
Unspecified
| null | null | null | 4,486,905 |
Station Wagon/Sport Utility Vehicle
| null | null | null | null |
12/14/2021
|
5:46
| null | null | 40.744644 | -73.77041 |
(40.744644, -73.77041)
|
LONG ISLAND EXPRESSWAY
| null | null | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
Other Vehicular
|
Other Vehicular
| null | null | null | 4,487,122 |
Station Wagon/Sport Utility Vehicle
|
Station Wagon/Sport Utility Vehicle
| null | null | null |
12/13/2021
|
6:30
|
QUEENS
| 11,372 | 40.75373 | -73.88505 |
(40.75373, -73.88505)
|
82 STREET
|
34 AVENUE
| null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Unspecified
| null | null | null | null | 4,486,967 |
Sedan
| null | null | null | null |
12/14/2021
|
3:43
| null | null | 40.804375 | -73.93742 |
(40.804375, -73.93742)
|
LEXINGTON AVENUE
| null | null | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
Unspecified
| null | null | null | null | 4,486,304 |
Station Wagon/Sport Utility Vehicle
| null | null | null | null |
12/13/2021
|
17:40
|
STATEN ISLAND
| 10,301 | 40.63165 | -74.08762 |
(40.63165, -74.08762)
|
VICTORY BOULEVARD
|
WOODSTOCK AVENUE
| null | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
Unspecified
|
Unspecified
| null | null | null | 4,487,001 |
Sedan
|
Sedan
| null | null | null |
12/14/2021
|
17:31
|
BROOKLYN
| 11,230 | 40.623104 | -73.95809 |
(40.623104, -73.95809)
|
EAST 18 STREET
|
AVENUE K
| null | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
Unspecified
| null | null | null | null | 4,486,516 |
Sedan
| null | null | null | null |
12/14/2021
|
20:13
|
BROOKLYN
| 11,215 | 40.66576 | -73.9845 |
(40.66576, -73.9845)
| null | null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Passing Too Closely
|
Unspecified
| null | null | null | 4,486,605 |
Sedan
| null | null | null | null |
12/14/2021
|
12:54
|
BROOKLYN
| 11,217 | 40.687534 | -73.9775 |
(40.687534, -73.9775)
|
FULTON STREET
|
SAINT FELIX STREET
| null | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
Unspecified
|
Unspecified
| null | null | null | 4,487,052 |
Sedan
|
Bike
| null | null | null |
12/14/2021
|
17:15
|
BROOKLYN
| 11,211 | 40.710957 | -73.951126 |
(40.710957, -73.951126)
|
GRAND STREET
|
UNION AVENUE
| null | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
Passing or Lane Usage Improper
|
Unspecified
| null | null | null | 4,486,556 |
Bus
|
Station Wagon/Sport Utility Vehicle
| null | null | null |
12/14/2021
|
22:49
|
BRONX
| 10,455 | 40.81813 | -73.910126 |
(40.81813, -73.910126)
| null | null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Driver Inattention/Distraction
|
Unspecified
| null | null | null | 4,486,875 |
Taxi
| null | null | null | null |
12/12/2021
|
9:00
|
QUEENS
| 11,385 | 40.70447 | -73.90148 |
(40.70447, -73.90148)
| null | null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Passing Too Closely
|
Unspecified
| null | null | null | 4,486,933 |
Station Wagon/Sport Utility Vehicle
| null | null | null | null |
12/14/2021
|
16:25
| null | null | 40.784615 | -73.953964 |
(40.784615, -73.953964)
|
EAST 93 STREET
| null | null | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
Driver Inattention/Distraction
|
Driver Inattention/Distraction
| null | null | null | 4,486,581 |
Van
|
Bike
| null | null | null |
11/02/2023
|
9:20
| null | null | null | null | null |
35 AVENUE
| null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Accelerator Defective
| null | null | null | null | 4,675,877 |
Station Wagon/Sport Utility Vehicle
| null | null | null | null |
04/14/2021
|
14:30
| null | null | null | null | null |
EASTCHESTER ROAD
|
PELHAM PARKWAY NORTH
| null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Driver Inattention/Distraction
|
Unspecified
| null | null | null | 4,407,520 |
Bus
| null | null | null | null |
12/16/2021
|
6:59
| null | null | null | null | null |
KINGSLAND AVENUE
|
MEEKER AVENUE
| null | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
Traffic Control Disregarded
| null | null | null | null | 4,486,960 | null | null | null | null | null |
04/27/2023
|
15:40
| null | null | null | null | null |
WILLIAMSBURG BRIDGE OUTER ROADWA
| null | null | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
Driver Inattention/Distraction
|
Unspecified
| null | null | null | 4,624,078 |
Sedan
|
Sedan
| null | null | null |
09/22/2022
|
16:16
|
QUEENS
| 11,418 | 40.698257 | -73.82632 |
(40.698257, -73.82632)
|
123 STREET
|
89 AVENUE
| null | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Passing or Lane Usage Improper
|
Unspecified
| null | null | null | 4,566,408 |
Sedan
|
E-Scooter
| null | null | null |
01/12/2023
|
21:00
|
BROOKLYN
| 11,208 | null | null | null | null | null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Driver Inattention/Distraction
|
Unspecified
| null | null | null | 4,598,234 |
Station Wagon/Sport Utility Vehicle
| null | null | null | null |
06/29/2022
|
16:00
| null | null | null | null | null |
WILLIAMSBURG BRIDGE OUTER ROADWA
| null | null | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
Driver Inattention/Distraction
|
Unspecified
| null | null | null | 4,542,336 |
Motorscooter
|
Station Wagon/Sport Utility Vehicle
| null | null | null |
04/15/2021
|
16:15
| null | null | null | null | null |
HUTCHINSON RIVER PARKWAY
| null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Pavement Slippery
| null | null | null | null | 4,407,665 |
Station Wagon/Sport Utility Vehicle
| null | null | null | null |
07/07/2021
|
11:42
| null | null | null | null | null |
THROGS NECK BRIDGE
| null | null | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
Unsafe Lane Changing
|
Unspecified
| null | null | null | 4,456,591 |
Sedan
|
Sedan
| null | null | null |
04/27/2023
|
22:13
| null | null | null | null | null |
PELHAM PARKWAY SOUTH
|
WILLIAMSBRIDGE ROAD
| null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Driver Inattention/Distraction
|
Unspecified
| null | null | null | 4,624,101 |
Sedan
| null | null | null | null |
07/12/2022
|
17:50
|
BROOKLYN
| 11,225 | 40.663303 | -73.96049 |
(40.663303, -73.96049)
| null | null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Oversized Vehicle
|
Unspecified
| null | null | null | 4,545,699 |
Sedan
| null | null | null | null |
03/23/2022
|
10:00
| null | null | null | null | null | null | null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Pedestrian/Bicyclist/Other Pedestrian Error/Confusion
| null | null | null | null | 4,512,922 |
Bike
| null | null | null | null |
07/09/2021
|
0:43
| null | null | 40.720535 | -73.88885 |
(40.720535, -73.88885)
|
ELIOT AVENUE
| null | null | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 |
Unspecified
| null | null | null | null | 4,456,659 |
Bus
| null | null | null | null |
04/24/2022
|
16:45
| null | null | 40.607685 | -74.13892 |
(40.607685, -74.13892)
|
STATEN ISLAND EXPRESSWAY
| null | null | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
Driver Inattention/Distraction
|
Unspecified
| null | null | null | 4,521,660 |
Station Wagon/Sport Utility Vehicle
|
Station Wagon/Sport Utility Vehicle
| null | null | null |
04/24/2022
|
4:49
| null | null | 40.855972 | -73.869896 |
(40.855972, -73.869896)
|
BOSTON ROAD
|
BRONX PARK EAST
| null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Unspecified
|
Unspecified
| null | null | null | 4,521,759 |
Station Wagon/Sport Utility Vehicle
|
Sedan
| null | null | null |
04/22/2022
|
17:17
| null | null | 40.790276 | -73.9396 |
(40.790276, -73.9396)
|
EAST 107 STREET
| null | null | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
Traffic Control Disregarded
| null | null | null | null | 4,522,226 |
E-Bike
| null | null | null | null |
04/24/2022
|
1:30
|
BROOKLYN
| 11,220 | 40.642986 | -74.01621 |
(40.642986, -74.01621)
| null | null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Unspecified
| null | null | null | null | 4,522,015 |
Station Wagon/Sport Utility Vehicle
| null | null | null | null |
04/24/2022
|
6:00
|
QUEENS
| 11,411 | 0 | 0 |
(0.0, 0.0)
| null | null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Unsafe Lane Changing
|
Unspecified
| null | null | null | 4,521,460 |
Sedan
|
Station Wagon/Sport Utility Vehicle
| null | null | null |
04/24/2022
|
21:40
|
BRONX
| 10,452 | 40.843906 | -73.92413 |
(40.843906, -73.92413)
|
BOSCOBEL PLACE
|
UNIVERSITY AVENUE
| null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Alcohol Involvement
|
Unspecified
| null | null | null | 4,522,156 |
Taxi
|
Station Wagon/Sport Utility Vehicle
| null | null | null |
04/24/2022
|
17:45
|
BRONX
| 10,466 | 40.89481 | -73.86183 |
(40.89481, -73.86183)
|
BRONX RIVER PARKWAY
|
EAST 233 STREET
| null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Driver Inattention/Distraction
|
Unspecified
| null | null | null | 4,521,633 |
Sedan
| null | null | null | null |
04/15/2022
|
6:11
| null | null | 0 | 0 |
(0.0, 0.0)
|
EAST 162 STREET
| null | null | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Driver Inattention/Distraction
|
Unspecified
| null | null | null | 4,522,124 |
Station Wagon/Sport Utility Vehicle
|
E-Scooter
| null | null | null |
04/24/2022
|
9:51
| null | null | 40.85169 | -73.95238 |
(40.85169, -73.95238)
|
CROSS BRONX EXPY
| null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Unspecified
|
Unspecified
| null | null | null | 4,521,937 |
Sedan
| null | null | null | null |
04/24/2022
|
0:00
|
BRONX
| 10,453 | 40.861862 | -73.91275 |
(40.861862, -73.91275)
|
MAJOR DEEGAN EXPRESSWAY
|
WEST FORDHAM ROAD
| null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Driver Inattention/Distraction
|
Unspecified
| null | null | null | 4,521,801 |
Sedan
| null | null | null | null |
03/08/2022
|
20:00
|
BROOKLYN
| 11,207 | 40.666256 | -73.900215 |
(40.666256, -73.900215)
| null | null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Unspecified
|
Unspecified
| null | null | null | 4,522,285 |
Sedan
| null | null | null | null |
04/24/2022
|
15:35
|
MANHATTAN
| 10,019 | 40.767242 | -73.986206 |
(40.767242, -73.986206)
|
WEST 56 STREET
|
9 AVENUE
| null | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
View Obstructed/Limited
|
Unspecified
| null | null | null | 4,521,853 |
Station Wagon/Sport Utility Vehicle
|
Bike
| null | null | null |
04/22/2022
|
12:00
|
BROOKLYN
| 11,230 | 40.62417 | -73.97048 |
(40.62417, -73.97048)
|
AVENUE J
|
OCEAN PARKWAY
| null | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
Unspecified
|
Unspecified
| null | null | null | 4,522,228 |
Sedan
|
Pick-up Truck
| null | null | null |
04/24/2022
|
13:10
| null | null | 40.679955 | -73.97491 |
(40.679955, -73.97491)
|
SAINT MARKS AVENUE
|
6 AVENUE
| null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Turning Improperly
|
Unspecified
| null | null | null | 4,521,702 |
Station Wagon/Sport Utility Vehicle
| null | null | null | null |
04/24/2022
|
4:20
|
BROOKLYN
| 11,221 | 40.692356 | -73.94282 |
(40.692356, -73.94282)
|
THROOP AVENUE
|
DE KALB AVENUE
| null | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
Traffic Control Disregarded
|
Unspecified
| null | null | null | 4,522,167 |
Station Wagon/Sport Utility Vehicle
|
Station Wagon/Sport Utility Vehicle
| null | null | null |
04/20/2022
|
19:37
| null | null | 40.78291 | -73.98578 |
(40.78291, -73.98578)
|
HENRY HUDSON PARKWAY
| null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Driver Inexperience
|
Unspecified
| null | null | null | 4,522,196 |
Sedan
|
Station Wagon/Sport Utility Vehicle
| null | null | null |
04/24/2022
|
16:14
| null | null | 40.67308 | -73.91124 |
(40.67308, -73.91124)
|
ROCKAWAY AVENUE
| null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Unspecified
|
Unspecified
| null | null | null | 4,521,758 |
Sedan
|
Sedan
| null | null | null |
04/12/2022
|
19:56
|
BROOKLYN
| 11,203 | 40.65011 | -73.930214 |
(40.65011, -73.930214)
|
UTICA AVENUE
|
SNYDER AVENUE
| null | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
Failure to Yield Right-of-Way
| null | null | null | null | 4,522,136 |
Station Wagon/Sport Utility Vehicle
| null | null | null | null |
04/24/2022
|
0:30
| null | null | 40.638382 | -74.03668 |
(40.638382, -74.03668)
|
BELT PARKWAY
| null | null | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
Driver Inattention/Distraction
|
Unspecified
|
Unspecified
| null | null | 4,521,469 |
Sedan
|
Sedan
|
Station Wagon/Sport Utility Vehicle
| null | null |
04/24/2022
|
20:13
|
QUEENS
| 11,419 | 40.69261 | -73.81143 |
(40.69261, -73.81143)
| null | null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Aggressive Driving/Road Rage
| null | null | null | null | 4,521,859 |
Sedan
| null | null | null | null |
04/24/2022
|
15:21
|
QUEENS
| 11,101 | 40.745235 | -73.937706 |
(40.745235, -73.937706)
|
THOMSON AVENUE
|
SKILLMAN AVENUE
| null | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
Driver Inattention/Distraction
|
Driver Inattention/Distraction
| null | null | null | 4,521,590 |
Sedan
|
Sedan
| null | null | null |
04/24/2022
|
10:27
| null | null | null | null | null |
VANWYCK EXPRESSWAY
|
109 AVENUE
| null | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
Traffic Control Disregarded
|
Traffic Control Disregarded
| null | null | null | 4,521,902 |
Sedan
|
Station Wagon/Sport Utility Vehicle
| null | null | null |
04/24/2022
|
21:00
|
QUEENS
| 11,106 | 40.758705 | -73.93793 |
(40.758705, -73.93793)
|
21 STREET
|
37 AVENUE
| null | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
Driver Inattention/Distraction
|
Unspecified
| null | null | null | 4,521,684 |
Sedan
|
Sedan
| null | null | null |
04/24/2022
|
21:40
|
QUEENS
| 11,418 | 40.695156 | -73.845406 |
(40.695156, -73.845406)
|
JAMAICA AVENUE
|
102 STREET
| null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Reaction to Uninvolved Vehicle
|
Unspecified
| null | null | null | 4,521,858 |
Ambulance
|
Station Wagon/Sport Utility Vehicle
| null | null | null |
04/07/2022
|
14:14
|
MANHATTAN
| 10,017 | 40.748158 | -73.97033 |
(40.748158, -73.97033)
|
1 AVENUE
|
EAST 41 STREET
| null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Driver Inattention/Distraction
|
Passing or Lane Usage Improper
| null | null | null | 4,522,242 |
Sedan
|
Station Wagon/Sport Utility Vehicle
| null | null | null |
06/29/2021
|
17:35
| null | null | 40.609535 | -73.75372 |
(40.609535, -73.75372)
|
BEACH CHANNEL DRIVE
| null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Passing or Lane Usage Improper
|
Unspecified
| null | null | null | 4,456,672 |
Station Wagon/Sport Utility Vehicle
|
E-Bike
| null | null | null |
12/09/2021
|
20:20
|
BROOKLYN
| 11,223 | 40.59207 | -73.96299 |
(40.59207, -73.96299)
|
EAST 7 STREET
|
CRAWFORD AVENUE
| null | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
Driver Inattention/Distraction
|
Unspecified
| null | null | null | 4,485,150 |
Bike
| null | null | null | null |
12/09/2021
|
14:50
| null | null | 40.850018 | -73.9107 |
(40.850018, -73.9107)
|
WEST 177 STREET
| null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Unspecified
|
Unspecified
| null | null | null | 4,485,116 |
Station Wagon/Sport Utility Vehicle
|
Sedan
| null | null | null |
12/09/2021
|
2:45
|
QUEENS
| 11,422 | 40.653023 | -73.73895 |
(40.653023, -73.73895)
|
149 AVENUE
|
HUXLEY STREET
| null | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
Alcohol Involvement
| null | null | null | null | 4,485,026 |
Sedan
| null | null | null | null |
12/06/2021
|
22:16
| null | null | 40.62573 | -73.9564 |
(40.62573, -73.9564)
|
AVENUE J
| null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Unsafe Speed
|
Unspecified
| null | null | null | 4,485,528 |
Sedan
| null | null | null | null |
12/04/2021
|
12:00
|
BROOKLYN
| 11,213 | 40.665375 | -73.934235 |
(40.665375, -73.934235)
|
CROWN STREET
|
SCHENECTADY AVENUE
| null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Driver Inattention/Distraction
|
Driver Inattention/Distraction
| null | null | null | 4,485,333 |
Sedan
|
Ambulance
| null | null | null |
12/08/2021
|
16:20
|
MANHATTAN
| 10,128 | 40.776237 | -73.943825 |
(40.776237, -73.943825)
|
EAST END AVENUE
|
EAST 88 STREET
| null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Failure to Yield Right-of-Way
|
Unspecified
| null | null | null | 4,485,234 |
Taxi
|
Station Wagon/Sport Utility Vehicle
| null | null | null |
12/09/2021
|
23:15
|
BROOKLYN
| 11,218 | 40.640835 | -73.98967 |
(40.640835, -73.98967)
|
12 AVENUE
|
41 STREET
| null | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
Driver Inattention/Distraction
|
Driver Inattention/Distraction
| null | null | null | 4,485,355 |
Sedan
|
Bike
| null | null | null |
12/01/2021
|
14:34
|
QUEENS
| 11,692 | 40.593636 | -73.797264 |
(40.593636, -73.797264)
| null | null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Unsafe Speed
|
Unspecified
| null | null | null | 4,485,581 |
Sedan
|
Pick-up Truck
| null | null | null |
12/10/2021
|
7:00
|
QUEENS
| 11,420 | 40.674263 | -73.80453 |
(40.674263, -73.80453)
| null | null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Passing or Lane Usage Improper
|
Unspecified
| null | null | null | 4,485,866 |
Sedan
| null | null | null | null |
12/07/2021
|
9:20
| null | null | 40.70476 | -73.96491 |
(40.70476, -73.96491)
|
TAYLOR STREET
| null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Steering Failure
| null | null | null | null | 4,485,192 |
Station Wagon/Sport Utility Vehicle
| null | null | null | null |
12/09/2021
|
8:00
| null | null | 40.569626 | -74.190735 |
(40.569626, -74.190735)
|
WEST SHORE EXPRESSWAY
| null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Following Too Closely
|
Unspecified
| null | null | null | 4,485,214 |
Sedan
|
Station Wagon/Sport Utility Vehicle
| null | null | null |
12/07/2021
|
17:08
|
BROOKLYN
| 11,205 | 40.698463 | -73.960205 |
(40.698463, -73.960205)
|
FLUSHING AVENUE
|
KENT AVENUE
| null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Following Too Closely
|
Unspecified
| null | null | null | 4,485,437 | null | null | null | null | null |
12/05/2021
|
8:20
|
BROOKLYN
| 11,212 | 40.658413 | -73.9171 |
(40.658413, -73.9171)
| null | null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Unspecified
| null | null | null | null | 4,485,408 |
Sedan
| null | null | null | null |
12/08/2021
|
19:30
|
MANHATTAN
| 10,022 | 40.76175 | -73.96899 |
(40.76175, -73.96899)
| null | null | null | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
Following Too Closely
|
Reaction to Uninvolved Vehicle
| null | null | null | 4,484,852 |
Station Wagon/Sport Utility Vehicle
|
Bike
| null | null | null |
12/08/2021
|
12:00
|
MANHATTAN
| 10,011 | 40.736614 | -73.9951 |
(40.736614, -73.9951)
| null | null | null | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
Passing or Lane Usage Improper
|
Unspecified
| null | null | null | 4,485,542 |
Box Truck
|
Bike
| null | null | null |
12/10/2021
|
8:06
| null | null | null | null | null |
FLATBUSH AVENUE
|
GRAND ARMY PLAZA
| null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Unsafe Lane Changing
|
Unspecified
| null | null | null | 4,485,170 |
Garbage or Refuse
|
Sedan
| null | null | null |
12/08/2021
|
19:30
| null | null | null | null | null |
OCEAN PARKWAY
| null | null | 4 | 0 | 0 | 0 | 0 | 0 | 4 | 0 |
Unsafe Speed
|
Unspecified
| null | null | null | 4,485,523 |
Taxi
|
Station Wagon/Sport Utility Vehicle
| null | null | null |
12/08/2021
|
22:37
|
STATEN ISLAND
| 10,314 | 40.62121 | -74.12385 |
(40.62121, -74.12385)
| null | null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Pavement Slippery
| null | null | null | null | 4,484,906 |
Sedan
| null | null | null | null |
12/08/2021
|
17:56
| null | null | 40.873737 | -73.90593 |
(40.873737, -73.90593)
|
MAJOR DEEGAN EXPRESSWAY
| null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Unspecified
| null | null | null | null | 4,485,036 |
Sedan
| null | null | null | null |
12/07/2021
|
7:50
| null | null | 40.66718 | -73.95076 |
(40.66718, -73.95076)
|
CARROLL STREET
| null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Driver Inattention/Distraction
|
Unspecified
| null | null | null | 4,485,772 |
Sedan
|
Sedan
| null | null | null |
12/08/2021
|
0:44
|
QUEENS
| 11,101 | 40.754295 | -73.93946 |
(40.754295, -73.93946)
|
23 STREET
|
40 AVENUE
| null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
View Obstructed/Limited
| null | null | null | null | 4,485,565 |
Sedan
| null | null | null | null |
12/08/2021
|
15:00
| null | null | 40.588116 | -73.97261 |
(40.588116, -73.97261)
|
AVENUE Y
| null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Passing Too Closely
| null | null | null | null | 4,484,836 |
Sedan
| null | null | null | null |
12/10/2021
|
11:00
|
BRONX
| 10,461 | 40.854935 | -73.85822 |
(40.854935, -73.85822)
| null | null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Oversized Vehicle
|
Unspecified
| null | null | null | 4,485,340 |
Station Wagon/Sport Utility Vehicle
|
Station Wagon/Sport Utility Vehicle
| null | null | null |
End of preview.
🚗 NYC Vehicle Crashes Dataset
This dataset contains detailed records of vehicle collisions in New York City, made available for public use by the NYC Open Data initiative. The source CSV file is NYC_Vehicle_Collisions.csv, and this dataset is now accessible via the Hugging Face Datasets Hub.
📁 Dataset Structure
Each row represents a reported vehicle crash incident and includes fields such as:
CRASH_DATECRASH_TIMEBOROUGHZIP CODELATITUDELONGITUDEON STREET NAMECROSS STREET NAMEOFF STREET NAMENUMBER OF PERSONS INJUREDNUMBER OF PERSONS KILLEDNUMBER OF PEDESTRIANS INJUREDNUMBER OF PEDESTRIANS KILLEDNUMBER OF CYCLIST INJUREDNUMBER OF CYCLIST KILLEDNUMBER OF MOTORIST INJUREDNUMBER OF MOTORIST KILLEDCONTRIBUTING FACTOR VEHICLE 1CONTRIBUTING FACTOR VEHICLE 2CONTRIBUTING FACTOR VEHICLE 3CONTRIBUTING FACTOR VEHICLE 4CONTRIBUTING FACTOR VEHICLE 5COLLISION_IDVEHICLE TYPE CODE 1VEHICLE TYPE CODE 2VEHICLE TYPE CODE 3VEHICLE TYPE CODE 4VEHICLE TYPE CODE 5
This dataset is intended for analysis, visualization, machine learning, or policy research related to road safety and traffic incidents.
📥 Getting Started
Step 1: Install datasets library
If you haven’t already:
pip install datasets
Step 2: Load the Dataset from Hugging Face
Use the following Python code to load the dataset:
from datasets import load_dataset
dataset = load_dataset("langutang/nyc-vehicle-crashes")
# View first row
print(dataset['train'][0])
Replace
"your-username"with your actual Hugging Face username or organization name if applicable.
Optional: Load Specific Splits (if defined)
If the dataset is split into train, test, or other subsets, you can access them like:
train_data = dataset['train']
test_data = dataset['test']
📊 Example Use Case
import pandas as pd
# Convert to pandas DataFrame
df = dataset['train'].to_pandas()
# Analyze crashes by borough
print(df['BOROUGH'].value_counts())
📎 Citation & Source
Original data provided by: NYC Open Data – Motor Vehicle Collisions
If you use this dataset in your research or application, please cite the source and the Hugging Face repository.
🤝 Contributions
If you'd like to improve or extend this dataset (e.g., preprocessing, cleaning, or labeling), feel free to open a PR or discuss it in the Discussions tab.
📬 Contact
Questions or suggestions? Reach out on Hugging Face or submit an issue in the repo.
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