Datasets:

jason1966
/

adamschroeder_crimes-new-york-city

Tags:

kaggle

crime

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The dataset generation failed because of a cast error

Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 24 new columns ({'PD_CD', 'CMPLNT_FR_DT', 'Longitude', 'CRM_ATPT_CPTD_CD', 'CMPLNT_NUM', 'CMPLNT_FR_TM', 'HADEVELOPT', 'LOC_OF_OCCUR_DESC', 'ADDR_PCT_CD', 'PD_DESC', 'Y_COORD_CD', 'RPT_DT', 'JURIS_DESC', 'Latitude', 'CMPLNT_TO_DT', 'PARKS_NM', 'BORO_NM', 'KY_CD', 'OFNS_DESC', 'X_COORD_CD', 'LAW_CAT_CD', 'PREM_TYP_DESC', 'Lat_Lon', 'CMPLNT_TO_TM'}) and 2 missing columns ({'Description', 'Column'}).

This happened while the csv dataset builder was generating data using

hf://datasets/jason1966/adamschroeder_crimes-new-york-city/NYPD_Complaint_Data_Historic.csv (at revision 623f4ab81145ecbe356e64ea5349acbcbdef03a0), [/tmp/hf-datasets-cache/medium/datasets/61873781986686-config-parquet-and-info-jason1966-adamschroeder_c-52be07ac/hub/datasets--jason1966--adamschroeder_crimes-new-york-city/snapshots/623f4ab81145ecbe356e64ea5349acbcbdef03a0/Crime_Column_Description.csv (origin=hf://datasets/jason1966/adamschroeder_crimes-new-york-city@623f4ab81145ecbe356e64ea5349acbcbdef03a0/Crime_Column_Description.csv), /tmp/hf-datasets-cache/medium/datasets/61873781986686-config-parquet-and-info-jason1966-adamschroeder_c-52be07ac/hub/datasets--jason1966--adamschroeder_crimes-new-york-city/snapshots/623f4ab81145ecbe356e64ea5349acbcbdef03a0/NYPD_Complaint_Data_Historic.csv (origin=hf://datasets/jason1966/adamschroeder_crimes-new-york-city@623f4ab81145ecbe356e64ea5349acbcbdef03a0/NYPD_Complaint_Data_Historic.csv), /tmp/hf-datasets-cache/medium/datasets/61873781986686-config-parquet-and-info-jason1966-adamschroeder_c-52be07ac/hub/datasets--jason1966--adamschroeder_crimes-new-york-city/snapshots/623f4ab81145ecbe356e64ea5349acbcbdef03a0/Population_by_Borough_NYC.csv (origin=hf://datasets/jason1966/adamschroeder_crimes-new-york-city@623f4ab81145ecbe356e64ea5349acbcbdef03a0/Population_by_Borough_NYC.csv)]

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1890, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 760, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              CMPLNT_NUM: int64
              CMPLNT_FR_DT: string
              CMPLNT_FR_TM: string
              CMPLNT_TO_DT: string
              CMPLNT_TO_TM: string
              RPT_DT: string
              KY_CD: int64
              OFNS_DESC: string
              PD_CD: double
              PD_DESC: string
              CRM_ATPT_CPTD_CD: string
              LAW_CAT_CD: string
              JURIS_DESC: string
              BORO_NM: string
              ADDR_PCT_CD: int64
              LOC_OF_OCCUR_DESC: string
              PREM_TYP_DESC: string
              PARKS_NM: string
              HADEVELOPT: string
              X_COORD_CD: double
              Y_COORD_CD: double
              Latitude: double
              Longitude: double
              Lat_Lon: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 3131
              to
              {'Column': Value('string'), 'Description': Value('string')}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, 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 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1892, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 24 new columns ({'PD_CD', 'CMPLNT_FR_DT', 'Longitude', 'CRM_ATPT_CPTD_CD', 'CMPLNT_NUM', 'CMPLNT_FR_TM', 'HADEVELOPT', 'LOC_OF_OCCUR_DESC', 'ADDR_PCT_CD', 'PD_DESC', 'Y_COORD_CD', 'RPT_DT', 'JURIS_DESC', 'Latitude', 'CMPLNT_TO_DT', 'PARKS_NM', 'BORO_NM', 'KY_CD', 'OFNS_DESC', 'X_COORD_CD', 'LAW_CAT_CD', 'PREM_TYP_DESC', 'Lat_Lon', 'CMPLNT_TO_TM'}) and 2 missing columns ({'Description', 'Column'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/jason1966/adamschroeder_crimes-new-york-city/NYPD_Complaint_Data_Historic.csv (at revision 623f4ab81145ecbe356e64ea5349acbcbdef03a0), [/tmp/hf-datasets-cache/medium/datasets/61873781986686-config-parquet-and-info-jason1966-adamschroeder_c-52be07ac/hub/datasets--jason1966--adamschroeder_crimes-new-york-city/snapshots/623f4ab81145ecbe356e64ea5349acbcbdef03a0/Crime_Column_Description.csv (origin=hf://datasets/jason1966/adamschroeder_crimes-new-york-city@623f4ab81145ecbe356e64ea5349acbcbdef03a0/Crime_Column_Description.csv), /tmp/hf-datasets-cache/medium/datasets/61873781986686-config-parquet-and-info-jason1966-adamschroeder_c-52be07ac/hub/datasets--jason1966--adamschroeder_crimes-new-york-city/snapshots/623f4ab81145ecbe356e64ea5349acbcbdef03a0/NYPD_Complaint_Data_Historic.csv (origin=hf://datasets/jason1966/adamschroeder_crimes-new-york-city@623f4ab81145ecbe356e64ea5349acbcbdef03a0/NYPD_Complaint_Data_Historic.csv), /tmp/hf-datasets-cache/medium/datasets/61873781986686-config-parquet-and-info-jason1966-adamschroeder_c-52be07ac/hub/datasets--jason1966--adamschroeder_crimes-new-york-city/snapshots/623f4ab81145ecbe356e64ea5349acbcbdef03a0/Population_by_Borough_NYC.csv (origin=hf://datasets/jason1966/adamschroeder_crimes-new-york-city@623f4ab81145ecbe356e64ea5349acbcbdef03a0/Population_by_Borough_NYC.csv)]
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

Column string	Description string
CMPLNT_NUM	Randomly generated persistent ID for each complaint
CMPLNT_FR_DT	Exact date of occurrence for the reported event (or starting date of occurrence, if CMPLNT_TO_DT exists)
CMPLNT_FR_TM	Exact time of occurrence for the reported event (or starting time of occurrence, if CMPLNT_TO_TM exists)
CMPLNT_TO_DT	Ending date of occurrence for the reported event, if exact time of occurrence is unknown
CMPLNT_TO_TM	Ending time of occurrence for the reported event, if exact time of occurrence is unknown
RPT_DT	Date event was reported to police
KY_CD	Three digit offense classification code
OFNS_DESC	Description of offense corresponding with key code
PD_CD	Three digit internal classification code (more granular than Key Code)
PD_DESC	Description of internal classification corresponding with PD code (more granular than Offense Description)
CRM_ATPT_CPTD_CD	Indicator of whether crime was successfully completed or attempted, but failed or was interrupted prematurely
LAW_CAT_CD	Level of offense: felony, misdemeanor, violation
JURIS_DESC	Jurisdiction responsible for incident. Either internal, like Police, Transit, and Housing; or external, like Correction, Port Authority, etc.
BORO_NM	The name of the borough in which the incident occurred
ADDR_PCT_CD	The precinct in which the incident occurred
LOC_OF_OCCUR_DESC	Specific location of occurrence in or around the premises; inside, opposite of, front of, rear of
PREM_TYP_DESC	Specific description of premises; grocery store, residence, street, etc.
PARKS_NM	Name of NYC park, playground or greenspace of occurrence, if applicable (state parks are not included)
HADEVELOPT	Name of NYCHA housing development of occurrence, if applicable
X_COORD_CD	X-coordinate for New York State Plane Coordinate System, Long Island Zone, NAD 83, units feet (FIPS 3104)
Y_COORD_CD	Y-coordinate for New York State Plane Coordinate System, Long Island Zone, NAD 83, units feet (FIPS 3104)
Latitude	Latitude coordinate for Global Coordinate System, WGS 1984, decimal degrees (EPSG 4326)
Longitude	Longitude coordinate for Global Coordinate System, WGS 1984, decimal degrees (EPSG 4326)
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End of preview.

New York City Crimes

2014-2015 Crimes reported in all 5 boroughs of New York City

Dataset Info

Source: Kaggle
Original Size: 50.01 MB
Kaggle Downloads: 6,812
Files: 3

Files

Crime_Column_Description.csv
NYPD_Complaint_Data_Historic.csv
Population_by_Borough_NYC.csv

Mirrored from Kaggle

Downloads last month: 25

Total file size:

266 MB