Datasets:

letrinhan
/

vn-provinces-traffic-accidents

Error code:   DatasetGenerationError
Exception:    ArrowInvalid
Message:      Failed to parse string: 'R6' as a scalar of type int64
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                  ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2312, in cast_table_to_schema
                  cast_array_to_feature(
                  ~~~~~~~~~~~~~~~~~~~~~^
                      table[name] if name in table_column_names else pa.array([None] * len(table), type=schema.field(name).type),
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                      feature,
                      ^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1861, in wrapper
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                                           ~~~~^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2152, in cast_array_to_feature
                  return array_cast(
                      array,
                  ...<2 lines>...
                      allow_decimal_to_str=allow_decimal_to_str,
                  )
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1863, in wrapper
                  return func(array, *args, **kwargs)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2015, in array_cast
                  return array.cast(pa_type)
                         ~~~~~~~~~~^^^^^^^^^
                File "pyarrow/array.pxi", line 1161, in pyarrow.lib.Array.cast
                File "/usr/local/lib/python3.14/site-packages/pyarrow/compute.py", line 414, in cast
                  return call_function("cast", [arr], options, memory_pool)
                File "pyarrow/_compute.pyx", line 604, in pyarrow._compute.call_function
                  return func.call(args, options=options, memory_pool=memory_pool,
                File "pyarrow/_compute.pyx", line 399, in pyarrow._compute.Function.call
                  result = GetResultValue(
                File "pyarrow/error.pxi", line 155, in pyarrow.lib.pyarrow_internal_check_status
                  return check_status(status)
                File "pyarrow/error.pxi", line 92, in pyarrow.lib.check_status
                  raise convert_status(status)
              pyarrow.lib.ArrowInvalid: Failed to parse string: 'R6' as a scalar of type int64
              
              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 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1880, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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geo_code int64	geo_name string	geo_short string	geo_system string	year int64	value_status string	unit string	accidents float64	deaths float64	injuries float64
0	Viet Nam	VN	national	2,022	final	count	11,457	6,397	7,804
0	Viet Nam	VN	national	2,023	final	count	22,067	11,628	15,292
0	Viet Nam	VN	national	2,024	final	count	23,667	11,101	17,424
1	Ha Noi	HN	historical_63	2,022	final	count	812	408	573
1	Ha Noi	HN	historical_63	2,023	final	count	1,248	710	823
1	Ha Noi	HN	historical_63	2,024	final	count	1,488	701	1,192
2	Ha Giang	HG	historical_63	2,022	final	count	20	19	10
2	Ha Giang	HG	historical_63	2,023	final	count	90	66	77
2	Ha Giang	HG	historical_63	2,024	final	count	80	67	42
4	Cao Bang	CB	historical_63	2,022	final	count	74	38	84
4	Cao Bang	CB	historical_63	2,023	final	count	171	38	190
4	Cao Bang	CB	historical_63	2,024	final	count	143	37	162
6	Bac Kan	BK	historical_63	2,022	final	count	41	19	44
6	Bac Kan	BK	historical_63	2,023	final	count	68	30	76
6	Bac Kan	BK	historical_63	2,024	final	count	83	31	90
8	Tuyen Quang	TQ	historical_63	2,022	final	count	97	36	87
8	Tuyen Quang	TQ	historical_63	2,023	final	count	167	55	141
8	Tuyen Quang	TQ	historical_63	2,024	final	count	172	66	143
10	Lao Cai	LCA	historical_63	2,022	final	count	66	33	63
10	Lao Cai	LCA	historical_63	2,023	final	count	177	63	209
10	Lao Cai	LCA	historical_63	2,024	final	count	224	71	210
11	Dien Bien	DB	historical_63	2,022	final	count	25	18	17
11	Dien Bien	DB	historical_63	2,023	final	count	103	21	109
11	Dien Bien	DB	historical_63	2,024	final	count	97	30	101
12	Lai Chau	LC	historical_63	2,022	final	count	47	21	42
12	Lai Chau	LC	historical_63	2,023	final	count	52	23	55
12	Lai Chau	LC	historical_63	2,024	final	count	63	24	60
14	Son La	SL	historical_63	2,022	final	count	35	31	36
14	Son La	SL	historical_63	2,023	final	count	168	122	184
14	Son La	SL	historical_63	2,024	final	count	155	100	136
15	Yen Bai	YB	historical_63	2,022	final	count	118	46	120
15	Yen Bai	YB	historical_63	2,023	final	count	143	56	139
15	Yen Bai	YB	historical_63	2,024	final	count	157	73	141
17	Hoa Binh	HB	historical_63	2,022	final	count	100	71	96
17	Hoa Binh	HB	historical_63	2,023	final	count	236	108	207
17	Hoa Binh	HB	historical_63	2,024	final	count	234	114	187
19	Thai Nguyen	TNG	historical_63	2,022	final	count	136	39	125
19	Thai Nguyen	TNG	historical_63	2,023	final	count	423	125	363
19	Thai Nguyen	TNG	historical_63	2,024	final	count	715	116	719
20	Lang Son	LS	historical_63	2,022	final	count	55	40	30
20	Lang Son	LS	historical_63	2,023	final	count	278	105	272
20	Lang Son	LS	historical_63	2,024	final	count	491	103	443
22	Quang Ninh	QN	historical_63	2,022	final	count	92	51	73
22	Quang Ninh	QN	historical_63	2,023	final	count	431	222	336
22	Quang Ninh	QN	historical_63	2,024	final	count	532	248	464
24	Bac Giang	BG	historical_63	2,022	final	count	267	131	186
24	Bac Giang	BG	historical_63	2,023	final	count	390	230	224
24	Bac Giang	BG	historical_63	2,024	final	count	335	195	190
25	Phu Tho	PT	historical_63	2,022	final	count	57	53	25
25	Phu Tho	PT	historical_63	2,023	final	count	339	202	268
25	Phu Tho	PT	historical_63	2,024	final	count	352	177	230
26	Vinh Phuc	VP	historical_63	2,022	final	count	40	30	25
26	Vinh Phuc	VP	historical_63	2,023	final	count	313	157	250
26	Vinh Phuc	VP	historical_63	2,024	final	count	322	169	280
27	Bac Ninh	BN	historical_63	2,022	final	count	84	62	31
27	Bac Ninh	BN	historical_63	2,023	final	count	495	231	329
27	Bac Ninh	BN	historical_63	2,024	final	count	412	185	251
30	Hai Duong	HD	historical_63	2,022	final	count	157	127	68
30	Hai Duong	HD	historical_63	2,023	final	count	430	212	286
30	Hai Duong	HD	historical_63	2,024	final	count	710	238	599
31	Hai Phong	HP	historical_63	2,022	final	count	65	51	22
31	Hai Phong	HP	historical_63	2,023	final	count	538	260	395
31	Hai Phong	HP	historical_63	2,024	final	count	497	224	366
33	Hung Yen	HY	historical_63	2,022	final	count	148	108	121
33	Hung Yen	HY	historical_63	2,023	final	count	600	176	419
33	Hung Yen	HY	historical_63	2,024	final	count	540	204	452
34	Thai Binh	TB	historical_63	2,022	final	count	132	60	97
34	Thai Binh	TB	historical_63	2,023	final	count	363	210	199
34	Thai Binh	TB	historical_63	2,024	final	count	365	212	203
35	Ha Nam	HNA	historical_63	2,022	final	count	120	63	74
35	Ha Nam	HNA	historical_63	2,023	final	count	282	138	222
35	Ha Nam	HNA	historical_63	2,024	final	count	295	150	220
36	Nam Dinh	ND	historical_63	2,022	final	count	107	45	87
36	Nam Dinh	ND	historical_63	2,023	final	count	320	175	202
36	Nam Dinh	ND	historical_63	2,024	final	count	292	180	164
37	Ninh Binh	NB	historical_63	2,022	final	count	105	35	91
37	Ninh Binh	NB	historical_63	2,023	final	count	185	102	135
37	Ninh Binh	NB	historical_63	2,024	final	count	194	103	132
38	Thanh Hoa	TH	historical_63	2,022	final	count	316	123	288
38	Thanh Hoa	TH	historical_63	2,023	final	count	894	419	766
38	Thanh Hoa	TH	historical_63	2,024	final	count	893	406	720
40	Nghe An	NAN	historical_63	2,022	final	count	159	110	101
40	Nghe An	NAN	historical_63	2,023	final	count	418	252	302
40	Nghe An	NAN	historical_63	2,024	final	count	364	208	244
42	Ha Tinh	HT	historical_63	2,022	final	count	109	91	46
42	Ha Tinh	HT	historical_63	2,023	final	count	357	190	221
42	Ha Tinh	HT	historical_63	2,024	final	count	402	226	237
44	Quang Binh	QB	historical_63	2,022	final	count	117	65	95
44	Quang Binh	QB	historical_63	2,023	final	count	219	115	153
44	Quang Binh	QB	historical_63	2,024	final	count	196	112	127
45	Quang Tri	QT	historical_63	2,022	final	count	194	102	163
45	Quang Tri	QT	historical_63	2,023	final	count	209	88	171
45	Quang Tri	QT	historical_63	2,024	final	count	209	109	152
46	Thua Thien Hue	TTH	historical_63	2,022	final	count	433	181	329
46	Thua Thien Hue	TTH	historical_63	2,023	final	count	648	117	493
46	Thua Thien Hue	TTH	historical_63	2,024	final	count	439	120	345
48	Da Nang	DNA	historical_63	2,022	final	count	82	56	56
48	Da Nang	DNA	historical_63	2,023	final	count	552	111	510
48	Da Nang	DNA	historical_63	2,024	final	count	571	135	528
49	Quang Nam	QNA	historical_63	2,022	final	count	156	136	91

End of preview.

Vietnam traffic accidents

Vietnam traffic accidents. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).

Files

provinces (189 rows)

data/provinces.csv
data/provinces.dta
data/provinces.xlsx

regions (18 rows)

data/regions.csv
data/regions.dta
data/regions.xlsx

national (3 rows)

data/national.csv
data/national.dta
data/national.xlsx

Load

Stata:

use "data/provinces.dta", clear

df <- read.csv("data/provinces.csv")

SPSS: open the .xlsx or .csv file.

Source

National Statistics Office of Vietnam (NSO/GSO). Original table title: Mot so chi tieu ve tai nan giao thong phan theo dia phuong. Cleaned long panel for research use.

Citation

@misc{nso_vn_provinces_traffic_accidents,
  title = {Vietnam traffic accidents},
  author = {{National Statistics Office of Vietnam}},
  note = {Unit/measures: count.},
  year = {2024}
}

Built 2026-09-13 UTC.

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