Datasets:

jason1966
/

algozee_traffic-data-set

Tags:

License:

Dataset card Data Studio Files Files and versions

xet

Community

Dataset Preview

Duplicate

Split (1)

train

The full dataset viewer is not available (click to read why). Only showing a preview of the rows.

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 1 new columns ({'travel_time_minutes'}) and 9 missing columns ({'end_area', 'time_of_day', 'road_type', 'traffic_density_level', 'average_speed_kmph', 'start_area', 'day_of_week', 'weather_condition', 'distance_km'}).

This happened while the csv dataset builder was generating data using

hf://datasets/jason1966/algozee_traffic-data-set/delhi_traffic_target.csv (at revision c4995ee3b511f953abbc7d2f88e96be6829c3534), [/tmp/hf-datasets-cache/medium/datasets/44866688466000-config-parquet-and-info-jason1966-algozee_traffic-20b4a9d0/hub/datasets--jason1966--algozee_traffic-data-set/snapshots/c4995ee3b511f953abbc7d2f88e96be6829c3534/delhi_traffic_features.csv (origin=hf://datasets/jason1966/algozee_traffic-data-set@c4995ee3b511f953abbc7d2f88e96be6829c3534/delhi_traffic_features.csv), /tmp/hf-datasets-cache/medium/datasets/44866688466000-config-parquet-and-info-jason1966-algozee_traffic-20b4a9d0/hub/datasets--jason1966--algozee_traffic-data-set/snapshots/c4995ee3b511f953abbc7d2f88e96be6829c3534/delhi_traffic_target.csv (origin=hf://datasets/jason1966/algozee_traffic-data-set@c4995ee3b511f953abbc7d2f88e96be6829c3534/delhi_traffic_target.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
              Trip_ID: string
              travel_time_minutes: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 515
              to
              {'Trip_ID': Value('string'), 'start_area': Value('string'), 'end_area': Value('string'), 'distance_km': Value('float64'), 'time_of_day': Value('string'), 'day_of_week': Value('string'), 'weather_condition': Value('string'), 'traffic_density_level': Value('string'), 'road_type': Value('string'), 'average_speed_kmph': Value('float64')}
              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 1 new columns ({'travel_time_minutes'}) and 9 missing columns ({'end_area', 'time_of_day', 'road_type', 'traffic_density_level', 'average_speed_kmph', 'start_area', 'day_of_week', 'weather_condition', 'distance_km'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/jason1966/algozee_traffic-data-set/delhi_traffic_target.csv (at revision c4995ee3b511f953abbc7d2f88e96be6829c3534), [/tmp/hf-datasets-cache/medium/datasets/44866688466000-config-parquet-and-info-jason1966-algozee_traffic-20b4a9d0/hub/datasets--jason1966--algozee_traffic-data-set/snapshots/c4995ee3b511f953abbc7d2f88e96be6829c3534/delhi_traffic_features.csv (origin=hf://datasets/jason1966/algozee_traffic-data-set@c4995ee3b511f953abbc7d2f88e96be6829c3534/delhi_traffic_features.csv), /tmp/hf-datasets-cache/medium/datasets/44866688466000-config-parquet-and-info-jason1966-algozee_traffic-20b4a9d0/hub/datasets--jason1966--algozee_traffic-data-set/snapshots/c4995ee3b511f953abbc7d2f88e96be6829c3534/delhi_traffic_target.csv (origin=hf://datasets/jason1966/algozee_traffic-data-set@c4995ee3b511f953abbc7d2f88e96be6829c3534/delhi_traffic_target.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.

Trip_ID string	start_area string	end_area string	distance_km float64	time_of_day string	day_of_week string	weather_condition string	traffic_density_level string	road_type string	average_speed_kmph float64
TRIP_00001	Vasant Kunj	Kalkaji	9.44	Night	Weekday	Clear	Low	Main Road	37.8
TRIP_00002	Greater Kailash	Kalkaji	2.15	Night	Weekend	Clear	Low	Main Road	42.7
TRIP_00003	Janakpuri	Model Town	14.54	Morning Peak	Weekday	Rain	High	Inner Road	9.7
TRIP_00004	Punjabi Bagh	Dwarka	11.86	Night	Weekday	Clear	Low	Highway	68.5
TRIP_00005	Rohini	Chandni Chowk	20.26	Afternoon	Weekday	Fog	Medium	Highway	30.3
TRIP_00006	Janakpuri	Dwarka	5.26	Evening Peak	Weekend	Clear	Medium	Highway	51.7
TRIP_00007	Noida Sector 18	Preet Vihar	8.57	Morning Peak	Weekend	Clear	Very High	Inner Road	7.6
TRIP_00008	Rohini	Dwarka	17.53	Evening Peak	Weekday	Clear	Medium	Main Road	37.3
TRIP_00009	IGI Airport	Saket	11	Evening Peak	Weekday	Heatwave	High	Highway	39.7
TRIP_00010	Vasant Kunj	Janakpuri	13.24	Evening Peak	Weekday	Clear	High	Main Road	23.6
TRIP_00011	Chandni Chowk	Pitampura	11.29	Morning Peak	Weekend	Clear	High	Main Road	24.8
TRIP_00012	Mayur Vihar	Preet Vihar	3.05	Afternoon	Weekend	Clear	Low	Main Road	56.4
TRIP_00013	Rohini	Lajpat Nagar	26.64	Morning Peak	Weekday	Clear	Very High	Highway	16.3
TRIP_00014	Okhla	Model Town	21.87	Morning Peak	Weekday	Clear	Very High	Main Road	10.2
TRIP_00015	Greater Kailash	IGI Airport	13.13	Morning Peak	Weekend	Clear	Low	Main Road	58.1
TRIP_00016	Model Town	Hauz Khas	18.43	Afternoon	Weekday	Rain	Medium	Highway	43.9
TRIP_00017	Dwarka	Okhla	23.01	Evening Peak	Weekend	Clear	Low	Main Road	45
TRIP_00018	Noida Sector 18	Punjabi Bagh	21.94	Night	Weekend	Clear	Medium	Main Road	36.8
TRIP_00019	Saket	IGI Airport	11	Afternoon	Weekday	Rain	High	Main Road	19.3
TRIP_00020	Hauz Khas	Nehru Place	5.2	Evening Peak	Weekday	Clear	Very High	Highway	16.3
TRIP_00021	Nehru Place	Dwarka	20.8	Evening Peak	Weekday	Clear	Very High	Highway	21.7
TRIP_00022	AIIMS	Greater Kailash	3.26	Morning Peak	Weekend	Clear	High	Inner Road	17.4
TRIP_00023	Saket	Model Town	21.24	Morning Peak	Weekday	Rain	Medium	Main Road	32.2
TRIP_00024	Model Town	Shahdara	10.5	Night	Weekend	Heatwave	Low	Highway	79.8
TRIP_00025	Greater Kailash	Rohini	28.43	Evening Peak	Weekday	Rain	Very High	Highway	12.5
TRIP_00026	Pitampura	AIIMS	17	Afternoon	Weekday	Fog	High	Main Road	15.9
TRIP_00027	Connaught Place	Nehru Place	9.83	Evening Peak	Weekend	Heatwave	Medium	Main Road	26.8
TRIP_00028	Greater Kailash	AIIMS	3.26	Morning Peak	Weekday	Clear	High	Main Road	27.2
TRIP_00029	Hauz Khas	Shahdara	16.26	Morning Peak	Weekday	Rain	Medium	Highway	47.8
TRIP_00030	Rajouri Garden	IGI Airport	10.32	Morning Peak	Weekday	Clear	High	Main Road	19
TRIP_00031	Greater Kailash	Civil Lines	14.87	Morning Peak	Weekend	Rain	Medium	Main Road	24.6
TRIP_00032	Rajouri Garden	Saket	15.91	Morning Peak	Weekday	Clear	Medium	Highway	64.9
TRIP_00033	Kalkaji	Vasant Kunj	9.44	Afternoon	Weekday	Rain	Low	Inner Road	25.4
TRIP_00034	Connaught Place	Noida Sector 18	12.67	Evening Peak	Weekday	Clear	Very High	Highway	20.2
TRIP_00035	Connaught Place	Karol Bagh	3.42	Evening Peak	Weekend	Rain	High	Inner Road	7.8
TRIP_00036	Rajouri Garden	Punjabi Bagh	2.52	Evening Peak	Weekday	Clear	Very High	Highway	20.6
TRIP_00037	Preet Vihar	Pitampura	17.1	Evening Peak	Weekday	Fog	High	Highway	23.4
TRIP_00038	Punjabi Bagh	Model Town	7.93	Evening Peak	Weekday	Heatwave	Very High	Main Road	13.1
TRIP_00039	Okhla	Civil Lines	17.22	Afternoon	Weekday	Clear	Low	Inner Road	35.7
TRIP_00040	Okhla	Rajouri Garden	19.41	Afternoon	Weekday	Clear	High	Main Road	21.1
TRIP_00041	Vasant Kunj	Chandni Chowk	16.27	Afternoon	Weekday	Heatwave	Medium	Highway	47
TRIP_00042	Preet Vihar	Lajpat Nagar	9.58	Morning Peak	Weekend	Rain	Low	Highway	61.9
TRIP_00043	Vasant Kunj	Shahdara	21.4	Evening Peak	Weekday	Clear	Very High	Highway	18.9
TRIP_00044	Preet Vihar	Rajouri Garden	16.6	Afternoon	Weekday	Clear	Low	Main Road	54.1
TRIP_00045	Model Town	Noida Sector 18	20.73	Afternoon	Weekday	Fog	Very High	Highway	9.1
TRIP_00046	Dwarka	Rohini	17.53	Evening Peak	Weekday	Clear	High	Highway	45.8
TRIP_00047	Pitampura	Preet Vihar	17.1	Night	Weekday	Clear	Low	Highway	66
TRIP_00048	Saket	Janakpuri	15.88	Morning Peak	Weekday	Clear	High	Main Road	24.5
TRIP_00049	Rajouri Garden	Saket	15.91	Evening Peak	Weekday	Heatwave	Very High	Highway	14.3
TRIP_00050	Model Town	Pitampura	5.98	Evening Peak	Weekday	Heatwave	Very High	Inner Road	7.9
TRIP_00051	Model Town	Saket	21.24	Night	Weekend	Clear	Medium	Main Road	41.1
TRIP_00052	Preet Vihar	Dwarka	24.67	Morning Peak	Weekday	Rain	High	Highway	28.1
TRIP_00053	Mayur Vihar	Connaught Place	7.89	Evening Peak	Weekday	Heatwave	High	Highway	29.6
TRIP_00054	Rajouri Garden	Vasant Kunj	14.56	Morning Peak	Weekday	Clear	High	Highway	38
TRIP_00055	IGI Airport	Chandni Chowk	16.54	Afternoon	Weekday	Heatwave	Very High	Highway	20.8
TRIP_00056	Karol Bagh	Vasant Kunj	15.08	Afternoon	Weekday	Rain	Medium	Highway	32.3
TRIP_00057	Lajpat Nagar	Dwarka	18.84	Afternoon	Weekend	Clear	Medium	Highway	47.1
TRIP_00058	Greater Kailash	Kalkaji	2.15	Afternoon	Weekday	Clear	High	Main Road	21.2
TRIP_00059	Greater Kailash	Chandni Chowk	11.55	Afternoon	Weekday	Clear	Low	Main Road	37.5
TRIP_00060	IGI Airport	Greater Kailash	13.13	Morning Peak	Weekend	Clear	High	Highway	31
TRIP_00061	Pitampura	Civil Lines	9.41	Morning Peak	Weekend	Clear	Medium	Highway	59.6
TRIP_00062	Greater Kailash	Mayur Vihar	9.55	Morning Peak	Weekday	Clear	High	Main Road	23.7
TRIP_00063	Lajpat Nagar	Punjabi Bagh	15.06	Evening Peak	Weekday	Clear	Very High	Main Road	10.3
TRIP_00064	Kalkaji	AIIMS	5.39	Morning Peak	Weekday	Clear	Very High	Highway	20.1
TRIP_00065	Saket	Dwarka	17.4	Night	Weekend	Clear	High	Highway	44.6
TRIP_00066	Karol Bagh	Civil Lines	4.62	Afternoon	Weekday	Fog	Medium	Inner Road	13.1
TRIP_00067	Connaught Place	Chandni Chowk	2.54	Morning Peak	Weekday	Clear	High	Inner Road	8
TRIP_00068	Preet Vihar	Lajpat Nagar	9.58	Evening Peak	Weekday	Rain	Very High	Main Road	8.1
TRIP_00069	Mayur Vihar	Rajouri Garden	17.23	Morning Peak	Weekday	Heatwave	Medium	Highway	59
TRIP_00070	Shahdara	Rohini	24.21	Morning Peak	Weekend	Rain	Medium	Highway	44.8
TRIP_00071	Shahdara	Okhla	15.92	Evening Peak	Weekday	Clear	Very High	Highway	18
TRIP_00072	Vasant Kunj	Okhla	11.21	Afternoon	Weekday	Rain	High	Highway	30.2
TRIP_00073	Hauz Khas	Connaught Place	9.27	Evening Peak	Weekend	Clear	Medium	Main Road	36.4
TRIP_00074	Chandni Chowk	Dwarka	19.18	Afternoon	Weekday	Clear	Medium	Main Road	34.8
TRIP_00075	Dwarka	Saket	17.4	Evening Peak	Weekday	Fog	Very High	Highway	9.1
TRIP_00076	Preet Vihar	Lajpat Nagar	9.58	Afternoon	Weekday	Clear	High	Inner Road	14.9
TRIP_00077	Janakpuri	Punjabi Bagh	6.67	Evening Peak	Weekday	Clear	Very High	Inner Road	9.5
TRIP_00078	Shahdara	Dwarka	25.37	Morning Peak	Weekend	Heatwave	Medium	Highway	49
TRIP_00079	Kalkaji	Nehru Place	1.51	Morning Peak	Weekday	Heatwave	Very High	Inner Road	8.3
TRIP_00080	Greater Kailash	Noida Sector 18	9.35	Evening Peak	Weekday	Clear	High	Inner Road	10.7
TRIP_00081	Model Town	Kalkaji	20.77	Afternoon	Weekday	Heatwave	Medium	Highway	48.2
TRIP_00082	IGI Airport	Rajouri Garden	10.32	Afternoon	Weekday	Rain	Medium	Main Road	25.5
TRIP_00083	Greater Kailash	Model Town	19.14	Afternoon	Weekday	Clear	Medium	Main Road	43.4
TRIP_00084	Connaught Place	IGI Airport	14.14	Night	Weekend	Heatwave	Low	Main Road	38.1
TRIP_00085	Noida Sector 18	Chandni Chowk	12.9	Evening Peak	Weekend	Clear	High	Main Road	30.2
TRIP_00086	Okhla	Saket	6.33	Morning Peak	Weekday	Clear	Medium	Main Road	41.4
TRIP_00087	Punjabi Bagh	Karol Bagh	6.08	Night	Weekday	Clear	Medium	Main Road	27.8
TRIP_00088	Nehru Place	Karol Bagh	12.97	Evening Peak	Weekday	Heatwave	Very High	Highway	19.2
TRIP_00089	Punjabi Bagh	Okhla	20.5	Afternoon	Weekday	Rain	Medium	Highway	41.3
TRIP_00090	Karol Bagh	IGI Airport	13.83	Evening Peak	Weekend	Clear	High	Main Road	18.2
TRIP_00091	Kalkaji	Janakpuri	18.68	Morning Peak	Weekday	Clear	Very High	Highway	19.7
TRIP_00092	Kalkaji	Shahdara	15.71	Morning Peak	Weekday	Rain	Medium	Main Road	21.4
TRIP_00093	Model Town	Vasant Kunj	22.01	Evening Peak	Weekend	Clear	Very High	Highway	18.2
TRIP_00094	Okhla	Pitampura	23.54	Evening Peak	Weekend	Clear	High	Highway	34.6
TRIP_00095	Lajpat Nagar	Pitampura	18.08	Afternoon	Weekday	Clear	Low	Inner Road	14.5
TRIP_00096	Model Town	Punjabi Bagh	7.93	Night	Weekday	Clear	Low	Inner Road	34.3
TRIP_00097	Hauz Khas	Nehru Place	5.2	Morning Peak	Weekday	Clear	Very High	Inner Road	8.2
TRIP_00098	Kalkaji	AIIMS	5.39	Night	Weekday	Rain	Low	Inner Road	28.7
TRIP_00099	Vasant Kunj	Rohini	27.39	Afternoon	Weekend	Clear	Medium	Highway	45.7
TRIP_00100	AIIMS	IGI Airport	10.81	Morning Peak	Weekday	Clear	Very High	Highway	20.5

End of preview.

Delhi Traffic Travel Time Dataset

Impact of Traffic Density, Weather Conditions, and Temporal Factors

Dataset Info

Source: Kaggle
Original Size: 0.07 MB
Kaggle Downloads: 224
Files: 2

Files

delhi_traffic_features.csv
delhi_traffic_target.csv

Mirrored from Kaggle

Downloads last month: 4