Datasets:

letrinhan
/

vn-provinces-solid-waste-treated-per-day

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	collected_tonnes float64	treated_tonnes float64	treated_share float64
0	Viet Nam	VN	national	2,015	final	mixed	32,415	24,319	null
0	Viet Nam	VN	national	2,016	final	mixed	33,167	27,067	null
0	Viet Nam	VN	national	2,017	final	mixed	37,808	31,622	null
0	Viet Nam	VN	national	2,018	final	mixed	40,460	34,128	84.35
0	Viet Nam	VN	national	2,019	final	mixed	43,146.44	36,793.07	85.27
0	Viet Nam	VN	national	2,020	final	mixed	68,451.29	58,007.32	84.74
1	Ha Noi	HN	historical_63	2,015	final	mixed	5,400	5,300	null
1	Ha Noi	HN	historical_63	2,016	final	mixed	5,906	5,806	null
1	Ha Noi	HN	historical_63	2,017	final	mixed	6,500	6,400	null
1	Ha Noi	HN	historical_63	2,018	final	mixed	6,500	6,400	98.46
1	Ha Noi	HN	historical_63	2,019	final	mixed	6,500	6,500	100
1	Ha Noi	HN	historical_63	2,020	final	mixed	6,500	6,170	94.92
2	Ha Giang	HG	historical_63	2,015	final	mixed	147	70	null
2	Ha Giang	HG	historical_63	2,016	final	mixed	139	107	null
2	Ha Giang	HG	historical_63	2,017	final	mixed	152	138	null
2	Ha Giang	HG	historical_63	2,018	final	mixed	148	100	67.57
2	Ha Giang	HG	historical_63	2,019	final	mixed	147.48	130.58	88.54
2	Ha Giang	HG	historical_63	2,020	final	mixed	271.8	198.06	72.87
4	Cao Bang	CB	historical_63	2,015	final	mixed	63	40	null
4	Cao Bang	CB	historical_63	2,016	final	mixed	52	46	null
4	Cao Bang	CB	historical_63	2,017	final	mixed	55	51	null
4	Cao Bang	CB	historical_63	2,018	final	mixed	18	14	77.78
4	Cao Bang	CB	historical_63	2,019	final	mixed	133	7.48	5.63
6	Bac Kan	BK	historical_63	2,015	final	mixed	68	33	null
6	Bac Kan	BK	historical_63	2,016	final	mixed	68	null	null
6	Bac Kan	BK	historical_63	2,017	final	mixed	68	0	null
6	Bac Kan	BK	historical_63	2,018	final	mixed	12	8	66.67
6	Bac Kan	BK	historical_63	2,019	final	mixed	66	8.02	12.15
6	Bac Kan	BK	historical_63	2,020	final	mixed	177.97	93.65	52.62
8	Tuyen Quang	TQ	historical_63	2,015	final	mixed	134	91	null
8	Tuyen Quang	TQ	historical_63	2,016	final	mixed	103	88	null
8	Tuyen Quang	TQ	historical_63	2,017	final	mixed	138	101	null
8	Tuyen Quang	TQ	historical_63	2,018	final	mixed	138	101	73.19
8	Tuyen Quang	TQ	historical_63	2,019	final	mixed	138	101	73.19
8	Tuyen Quang	TQ	historical_63	2,020	final	mixed	377	133.34	35.37
10	Lao Cai	LCA	historical_63	2,015	final	mixed	182	null	null
10	Lao Cai	LCA	historical_63	2,016	final	mixed	166	120	null
10	Lao Cai	LCA	historical_63	2,017	final	mixed	166	120	null
10	Lao Cai	LCA	historical_63	2,018	final	mixed	203	200	98.52
10	Lao Cai	LCA	historical_63	2,019	final	mixed	214	200	93.46
10	Lao Cai	LCA	historical_63	2,020	final	mixed	443.21	381.64	86.11
11	Dien Bien	DB	historical_63	2,015	final	mixed	93	50	null
11	Dien Bien	DB	historical_63	2,016	final	mixed	98	32	null
11	Dien Bien	DB	historical_63	2,017	final	mixed	98	27	null
11	Dien Bien	DB	historical_63	2,018	final	mixed	109	109	100
11	Dien Bien	DB	historical_63	2,019	final	mixed	109	109	100
11	Dien Bien	DB	historical_63	2,020	final	mixed	253	116.1	45.89
12	Lai Chau	LC	historical_63	2,015	final	mixed	68	null	null
12	Lai Chau	LC	historical_63	2,016	final	mixed	102	102	null
12	Lai Chau	LC	historical_63	2,017	final	mixed	105	105	null
12	Lai Chau	LC	historical_63	2,018	final	mixed	297	297	100
12	Lai Chau	LC	historical_63	2,019	final	mixed	301.32	301.32	100
12	Lai Chau	LC	historical_63	2,020	final	mixed	145.48	133.62	91.85
14	Son La	SL	historical_63	2,015	final	mixed	277	80	null
14	Son La	SL	historical_63	2,016	final	mixed	277	80	null
14	Son La	SL	historical_63	2,017	final	mixed	235	80	null
14	Son La	SL	historical_63	2,018	final	mixed	235	80	34.04
14	Son La	SL	historical_63	2,019	final	mixed	219	219	100
15	Yen Bai	YB	historical_63	2,015	final	mixed	196	98	null
15	Yen Bai	YB	historical_63	2,016	final	mixed	167	129	null
15	Yen Bai	YB	historical_63	2,017	final	mixed	184	145	null
15	Yen Bai	YB	historical_63	2,018	final	mixed	204	182	89.22
15	Yen Bai	YB	historical_63	2,019	final	mixed	149.43	132.93	88.96
15	Yen Bai	YB	historical_63	2,020	final	mixed	416	132	31.73
17	Hoa Binh	HB	historical_63	2,015	final	mixed	123	9	null
17	Hoa Binh	HB	historical_63	2,016	final	mixed	89	56	null
17	Hoa Binh	HB	historical_63	2,017	final	mixed	126	38	null
17	Hoa Binh	HB	historical_63	2,018	final	mixed	123	95	77.24
17	Hoa Binh	HB	historical_63	2,019	final	mixed	131.39	120	91.34
17	Hoa Binh	HB	historical_63	2,020	final	mixed	380	224.3	59.03
19	Thai Nguyen	TNG	historical_63	2,015	final	mixed	237	177	null
19	Thai Nguyen	TNG	historical_63	2,016	final	mixed	452	210	null
19	Thai Nguyen	TNG	historical_63	2,017	final	mixed	442	210	null
19	Thai Nguyen	TNG	historical_63	2,018	final	mixed	442	210	47.51
19	Thai Nguyen	TNG	historical_63	2,019	final	mixed	649	345	53.16
19	Thai Nguyen	TNG	historical_63	2,020	final	mixed	817	595	72.83
20	Lang Son	LS	historical_63	2,015	final	mixed	200	100	null
20	Lang Son	LS	historical_63	2,016	final	mixed	251	null	null
20	Lang Son	LS	historical_63	2,017	final	mixed	253	0	null
20	Lang Son	LS	historical_63	2,018	final	mixed	253	34	13.44
20	Lang Son	LS	historical_63	2,019	final	mixed	224	216	96.43
20	Lang Son	LS	historical_63	2,020	final	mixed	426.71	329.64	77.25
22	Quang Ninh	QN	historical_63	2,015	final	mixed	737	587	null
22	Quang Ninh	QN	historical_63	2,016	final	mixed	815	663	null
22	Quang Ninh	QN	historical_63	2,017	final	mixed	1,054	787	null
22	Quang Ninh	QN	historical_63	2,018	final	mixed	1,054	787	74.67
22	Quang Ninh	QN	historical_63	2,019	final	mixed	1,002.63	787	78.49
22	Quang Ninh	QN	historical_63	2,020	final	mixed	1,247	1,134	90.94
24	Bac Giang	BG	historical_63	2,015	final	mixed	231	134	null
24	Bac Giang	BG	historical_63	2,016	final	mixed	200	135	null
24	Bac Giang	BG	historical_63	2,017	final	mixed	183	135	null
24	Bac Giang	BG	historical_63	2,018	final	mixed	183	135	73.77
24	Bac Giang	BG	historical_63	2,019	final	mixed	182.95	135	73.79
24	Bac Giang	BG	historical_63	2,020	final	mixed	820	725.7	88.5
25	Phu Tho	PT	historical_63	2,015	final	mixed	257	152	null
25	Phu Tho	PT	historical_63	2,016	final	mixed	294	281	null
25	Phu Tho	PT	historical_63	2,017	final	mixed	310	273	null
25	Phu Tho	PT	historical_63	2,018	final	mixed	294	267	90.82
25	Phu Tho	PT	historical_63	2,019	final	mixed	299.92	272.87	90.98
25	Phu Tho	PT	historical_63	2,020	final	mixed	700	601.58	85.94

End of preview.

Vietnam solid waste collected/treated per day

Vietnam solid waste collected/treated per day. 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 (368 rows)

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

regions (36 rows)

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

national (6 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: Chat thai ran duoc xu ly binh quan mot ngay phan theo dia phuong. Cleaned long panel for research use.

Citation

@misc{nso_vn_provinces_solid_waste_treated_per_day,
  title = {Vietnam solid waste collected/treated per day},
  author = {{National Statistics Office of Vietnam}},
  note = {Unit/measures: mixed.},
  year = {2024}
}

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