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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 2 new columns ({'Unnamed: 14', 'Unnamed: 15'})
This happened while the csv dataset builder was generating data using
hf://datasets/bettergovph/bir-tax-collection/2021_bir_collection.csv (at revision f17c8e7ef73d237cea8c56308fb0f3cbde0cd580)
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 1831, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, 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
Region : string
PARTICULARS: string
JANUARY : string
FEBRUARY : string
MARCH : string
APRIL : string
MAY : string
JUNE : string
JULY : string
AUGUST : string
SEPTEMBER : string
OCTOBER : string
NOVEMBER : string
DECEMBER : string
Unnamed: 14: double
Unnamed: 15: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2139
to
{'Region ': Value('string'), 'PARTICULARS': Value('string'), ' JANUARY ': Value('string'), ' FEBRUARY ': Value('string'), ' MARCH ': Value('string'), ' APRIL ': Value('string'), ' MAY ': Value('string'), ' JUNE ': Value('string'), ' JULY ': Value('string'), ' AUGUST ': Value('string'), ' SEPTEMBER ': Value('string'), ' OCTOBER ': Value('string'), ' NOVEMBER ': Value('string'), ' DECEMBER ': 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 1339, 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 972, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, 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 1833, 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 2 new columns ({'Unnamed: 14', 'Unnamed: 15'})
This happened while the csv dataset builder was generating data using
hf://datasets/bettergovph/bir-tax-collection/2021_bir_collection.csv (at revision f17c8e7ef73d237cea8c56308fb0f3cbde0cd580)
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.
Region
string | PARTICULARS
string | JANUARY
string | FEBRUARY
string | MARCH
string | APRIL
string | MAY
string | JUNE
string | JULY
string | AUGUST
string | SEPTEMBER
string | OCTOBER
string | NOVEMBER
string | DECEMBER
string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
National Capital Region (NCR)
|
City of Caloocan
|
600.79
|
435.53
|
336.78
|
78.15
|
125.80
|
804.85
|
362.37
|
375.56
|
351.80
|
415.26
|
507.85
|
455.26
|
National Capital Region (NCR)
|
City of Las Piñas
|
668.95
|
465.90
|
392.34
|
98.97
|
189.80
|
1,100.24
|
442.18
|
433.19
|
416.80
|
499.72
|
601.09
|
473.99
|
National Capital Region (NCR)
|
City of Makati
|
10,693.43
|
8,109.89
|
7,344.66
|
3,104.96
|
4,748.85
|
15,895.86
|
7,149.31
|
7,609.07
|
9,635.26
|
9,006.44
|
8,988.52
|
8,440.80
|
National Capital Region (NCR)
|
Cities of Malabon and Navotas
|
292.07
|
249.84
|
204.43
|
50.94
|
83.01
|
505.92
|
177.09
|
214.58
|
198.62
|
246.25
|
272.15
|
261.19
|
National Capital Region (NCR)
|
City of Mandaluyong
|
2,566.01
|
1,467.69
|
1,298.95
|
766.44
|
729.84
|
3,009.94
|
1,198.54
|
1,880.42
|
1,081.88
|
1,355.87
|
1,704.07
|
1,614.24
|
National Capital Region (NCR)
|
City of Manila
|
4,596.33
|
2,881.31
|
2,625.20
|
993.57
|
1,856.89
|
5,618.57
|
2,815.09
|
3,003.45
|
2,870.50
|
3,182.13
|
3,980.08
|
5,903.42
|
National Capital Region (NCR)
|
City of Marikina
|
732.75
|
533.85
|
412.84
|
136.12
|
249.48
|
997.45
|
466.08
|
434.29
|
448.42
|
507.13
|
568.83
|
522.43
|
National Capital Region (NCR)
|
City of Muntinlupa
|
1,251.16
|
906.64
|
816.82
|
401.05
|
619.71
|
2,176.58
|
955.80
|
989.43
|
813.45
|
859.56
|
1,134.96
|
1,120.01
|
National Capital Region (NCR)
|
City of Parañaque
|
1,804.03
|
1,136.99
|
849.54
|
212.74
|
588.91
|
2,209.01
|
825.28
|
947.73
|
1,012.98
|
1,137.27
|
1,210.40
|
1,514.68
|
National Capital Region (NCR)
|
Pasay City
|
1,798.91
|
1,375.60
|
1,056.27
|
304.82
|
791.71
|
3,182.13
|
1,123.63
|
980.83
|
1,108.91
|
1,065.41
|
1,524.40
|
1,324.25
|
National Capital Region (NCR)
|
City of Pasig
|
4,004.09
|
2,771.35
|
2,132.17
|
979.99
|
2,039.28
|
5,927.88
|
2,553.99
|
3,056.65
|
2,249.45
|
2,730.19
|
3,283.24
|
2,975.08
|
National Capital Region (NCR)
|
Quezon City
|
7,264.87
|
6,011.83
|
4,615.92
|
1,899.42
|
3,051.74
|
11,729.24
|
5,250.25
|
4,814.66
|
4,784.00
|
5,426.91
|
7,382.65
|
6,153.82
|
National Capital Region (NCR)
|
City of San Juan
|
756.13
|
511.45
|
346.93
|
71.34
|
129.44
|
896.49
|
315.39
|
330.35
|
500.40
|
391.38
|
475.16
|
493.55
|
National Capital Region (NCR)
|
City of Taguig and Pateros
|
5,345.53
|
3,882.06
|
3,369.41
|
2,308.99
|
2,713.29
|
8,761.38
|
4,386.69
|
4,341.23
|
3,694.04
|
4,199.80
|
5,138.01
|
4,755.74
|
National Capital Region (NCR)
|
City of Valenzuela
|
513.15
|
370.42
|
317.27
|
55.91
|
147.85
|
705.93
|
362.40
|
353.93
|
387.98
|
460.52
|
458.80
|
427.31
|
National Capital Region (NCR)
|
Large Taxpayers Service
|
112,165.47
|
85,230.03
|
81,156.77
|
64,283.45
|
76,416.39
|
174,107.70
|
100,919.39
|
126,498.52
|
86,765.77
|
92,967.94
|
123,615.42
|
95,534.96
|
Cordillera Administrative Region (CAR)
|
Abra
|
56.06
|
36.33
|
28.19
|
23.04
|
26.13
|
37.61
|
43.60
|
39.02
|
41.81
|
42.72
|
38.77
|
36.40
|
Cordillera Administrative Region (CAR)
|
Apayao and Kalinga
|
93.17
|
43.84
|
43.67
|
32.86
|
45.17
|
55.86
|
58.33
|
44.46
|
49.92
|
66.27
|
62.83
|
62.07
|
Cordillera Administrative Region (CAR)
|
Benguet
|
100.96
|
65.28
|
58.42
|
43.38
|
33.74
|
88.46
|
64.11
|
57.38
|
66.44
|
74.94
|
77.55
|
87.81
|
Cordillera Administrative Region (CAR)
|
Ifugao
|
35.28
|
18.69
|
20.16
|
9.85
|
17.88
|
27.25
|
26.84
|
33.00
|
28.59
|
31.34
|
34.61
|
32.97
|
Cordillera Administrative Region (CAR)
|
Mountain Province
|
39.88
|
21.12
|
19.58
|
15.29
|
16.94
|
20.93
|
27.70
|
17.90
|
27.31
|
28.09
|
25.56
|
22.40
|
Cordillera Administrative Region (CAR)
|
City of Baguio
|
374.52
|
223.85
|
179.97
|
113.80
|
122.77
|
340.15
|
216.48
|
210.98
|
196.58
|
230.50
|
216.95
|
232.29
|
Region I (Ilocos Region)
|
Ilocos Norte
|
257.47
|
104.42
|
107.73
|
58.47
|
81.73
|
203.08
|
135.09
|
139.36
|
136.63
|
177.34
|
170.14
|
162.27
|
Region I (Ilocos Region)
|
Ilocos Sur
|
242.99
|
122.86
|
120.53
|
55.86
|
134.53
|
227.01
|
149.85
|
171.22
|
135.20
|
175.70
|
168.75
|
169.81
|
Region I (Ilocos Region)
|
La Union
|
320.54
|
181.61
|
161.80
|
90.67
|
168.94
|
357.36
|
210.57
|
245.74
|
203.71
|
245.20
|
243.49
|
234.61
|
Region I (Ilocos Region)
|
Pangasinan
|
696.43
|
579.40
|
487.10
|
136.65
|
280.41
|
894.10
|
602.63
|
567.44
|
511.41
|
594.55
|
602.28
|
582.24
|
Region II (Cagayan Valley)
|
Cagayan and Batanes
|
369.19
|
287.93
|
270.22
|
181.52
|
235.25
|
390.03
|
311.60
|
277.85
|
250.96
|
292.54
|
270.76
|
269.32
|
Region II (Cagayan Valley)
|
Isabela
|
441.18
|
229.55
|
221.02
|
120.82
|
236.33
|
580.10
|
321.22
|
316.82
|
258.26
|
333.50
|
298.50
|
274.44
|
Region II (Cagayan Valley)
|
Nueva Vizcaya
|
130.71
|
67.97
|
66.48
|
46.90
|
58.33
|
110.75
|
93.28
|
79.10
|
65.24
|
83.93
|
92.12
|
86.13
|
Region II (Cagayan Valley)
|
Quirino
|
37.03
|
23.13
|
22.18
|
14.32
|
7.80
|
33.92
|
26.69
|
28.24
|
24.12
|
32.93
|
33.19
|
28.57
|
Region III (Central Luzon)
|
Aurora
|
37.43
|
23.38
|
23.64
|
15.08
|
25.29
|
27.54
|
27.09
|
24.26
|
25.70
|
32.48
|
35.82
|
25.05
|
Region III (Central Luzon)
|
Bataan
|
332.33
|
291.20
|
230.92
|
94.93
|
123.71
|
389.60
|
293.25
|
264.94
|
231.89
|
299.43
|
310.92
|
307.57
|
Region III (Central Luzon)
|
Bulacan
|
1,315.60
|
923.55
|
848.49
|
250.51
|
392.61
|
1,546.99
|
883.34
|
885.03
|
843.15
|
1,021.15
|
1,018.89
|
1,019.68
|
Region III (Central Luzon)
|
Nueva Ecija
|
470.47
|
323.64
|
294.75
|
137.62
|
203.49
|
478.14
|
371.11
|
354.96
|
319.99
|
408.01
|
379.12
|
401.20
|
Region III (Central Luzon)
|
Pampanga
|
1,129.77
|
837.46
|
616.59
|
344.46
|
452.18
|
1,557.27
|
777.55
|
747.51
|
688.26
|
792.20
|
888.07
|
784.71
|
Region III (Central Luzon)
|
Tarlac
|
393.39
|
273.01
|
209.56
|
112.41
|
142.50
|
469.43
|
266.22
|
261.33
|
251.33
|
292.17
|
343.59
|
304.93
|
Region III (Central Luzon)
|
Zambales
|
192.75
|
102.83
|
111.47
|
74.08
|
153.57
|
302.90
|
95.33
|
133.25
|
85.74
|
122.17
|
143.50
|
111.32
|
Region III (Central Luzon)
|
City of Angeles
|
542.28
|
499.84
|
325.86
|
93.19
|
143.29
|
1,213.70
|
429.18
|
807.49
|
342.57
|
473.09
|
865.72
|
415.53
|
Region III (Central Luzon)
|
City of Olongapo
|
177.08
|
111.09
|
100.88
|
46.36
|
86.88
|
256.77
|
124.78
|
129.98
|
108.60
|
146.03
|
140.09
|
130.54
|
Region IV-A (CALABARZON)
|
Batangas
|
1,632.05
|
1,018.53
|
767.80
|
427.57
|
639.98
|
1,869.18
|
1,031.76
|
930.30
|
891.36
|
1,051.25
|
1,235.90
|
1,268.03
|
Region IV-A (CALABARZON)
|
Cavite
|
2,211.71
|
1,377.25
|
1,081.50
|
341.14
|
603.88
|
2,383.04
|
1,460.70
|
1,425.01
|
1,171.30
|
1,735.15
|
1,705.96
|
1,733.76
|
Region IV-A (CALABARZON)
|
Laguna
|
2,402.51
|
1,548.90
|
1,403.30
|
805.88
|
1,051.35
|
3,583.66
|
1,610.08
|
1,918.82
|
1,458.81
|
1,816.91
|
2,328.91
|
1,872.59
|
Region IV-A (CALABARZON)
|
Quezon
|
73.06
|
36.64
|
34.47
|
22.43
|
30.57
|
56.48
|
46.46
|
35.64
|
37.23
|
53.00
|
40.96
|
45.83
|
Region IV-A (CALABARZON)
|
Rizal
|
546.53
|
381.26
|
279.66
|
218.96
|
161.20
|
585.48
|
314.20
|
317.82
|
298.70
|
381.22
|
400.47
|
421.70
|
Region IV-A (CALABARZON)
|
City of Lucena
|
360.29
|
233.54
|
215.64
|
94.72
|
122.58
|
359.55
|
269.30
|
239.90
|
234.12
|
251.45
|
252.74
|
239.55
|
MIMAROPA Region
|
Marinduque
|
28.33
|
13.76
|
15.36
|
10.15
|
17.09
|
19.38
|
24.74
|
19.44
|
18.84
|
20.95
|
14.87
|
15.65
|
MIMAROPA Region
|
Occidental Mindoro
|
55.01
|
47.59
|
63.23
|
30.61
|
35.92
|
68.29
|
53.00
|
46.48
|
48.52
|
55.10
|
62.06
|
52.06
|
MIMAROPA Region
|
Oriental Mindoro
|
193.11
|
111.71
|
107.46
|
51.35
|
85.77
|
198.77
|
130.38
|
132.85
|
115.00
|
139.99
|
150.68
|
130.71
|
MIMAROPA Region
|
Palawan (includes City of Puerto Princesa)
|
369.09
|
288.69
|
194.39
|
124.04
|
189.50
|
429.69
|
228.92
|
228.11
|
201.59
|
263.65
|
304.40
|
269.26
|
MIMAROPA Region
|
Romblon
|
42.78
|
21.89
|
25.76
|
15.52
|
24.72
|
38.93
|
29.27
|
29.02
|
27.57
|
34.59
|
28.39
|
28.10
|
Region V (Bicol Region)
|
Albay
|
401.27
|
217.23
|
184.70
|
102.48
|
175.06
|
405.98
|
256.37
|
245.37
|
206.60
|
281.40
|
233.65
|
256.58
|
Region V (Bicol Region)
|
Camarines Norte
|
82.55
|
57.11
|
56.00
|
38.83
|
47.60
|
99.84
|
76.46
|
74.56
|
60.50
|
68.41
|
72.97
|
81.15
|
Region V (Bicol Region)
|
Camarines Sur
|
369.11
|
224.76
|
279.98
|
98.69
|
143.74
|
414.63
|
300.58
|
295.03
|
222.04
|
271.06
|
281.81
|
264.87
|
Region V (Bicol Region)
|
Catanduanes
|
64.60
|
32.76
|
31.82
|
28.60
|
34.33
|
64.35
|
46.40
|
40.55
|
41.38
|
50.11
|
33.11
|
38.07
|
Region V (Bicol Region)
|
Masbate
|
66.80
|
41.53
|
44.79
|
29.23
|
45.46
|
71.70
|
54.94
|
57.84
|
63.79
|
61.85
|
58.05
|
63.52
|
Region V (Bicol Region)
|
Sorsogon
|
107.83
|
52.00
|
52.04
|
40.28
|
54.12
|
79.82
|
82.92
|
68.31
|
65.21
|
112.67
|
73.34
|
78.17
|
Region VI (Western Visayas)
|
Aklan
|
229.13
|
148.01
|
132.50
|
42.81
|
68.83
|
231.42
|
101.54
|
117.65
|
148.85
|
400.38
|
87.25
|
119.09
|
Region VI (Western Visayas)
|
Antique
|
68.03
|
53.96
|
33.53
|
27.10
|
33.27
|
67.36
|
57.77
|
47.96
|
56.60
|
56.04
|
50.68
|
60.39
|
Region VI (Western Visayas)
|
Capiz
|
142.31
|
86.15
|
76.54
|
60.01
|
66.84
|
115.07
|
157.20
|
85.27
|
77.01
|
107.07
|
106.26
|
96.79
|
Region VI (Western Visayas)
|
Iloilo
|
118.30
|
72.01
|
67.37
|
51.64
|
56.75
|
112.17
|
91.97
|
88.35
|
78.49
|
106.58
|
83.57
|
102.13
|
Region VI (Western Visayas)
|
City of Iloilo (includes the province of Guimaras)
|
813.99
|
470.60
|
420.58
|
235.62
|
223.18
|
836.06
|
478.23
|
452.69
|
368.11
|
465.18
|
510.16
|
488.96
|
Negros Island Region (NIR)
|
Negros Occidental (includes City of Bacolod)
|
889.34
|
547.51
|
568.22
|
219.00
|
382.30
|
1,096.62
|
525.95
|
521.34
|
417.05
|
903.89
|
597.26
|
555.52
|
Negros Island Region (NIR)
|
Negros Oriental and Siquijor
|
250.23
|
187.09
|
163.54
|
104.40
|
163.86
|
244.38
|
203.60
|
177.00
|
190.26
|
230.93
|
194.83
|
183.70
|
Region VII (Central Visayas)
|
Bohol
|
257.29
|
165.33
|
149.17
|
145.41
|
158.08
|
246.35
|
164.87
|
180.01
|
167.66
|
175.73
|
203.09
|
218.23
|
Region VII (Central Visayas)
|
Cebu (includes Cities of Lapu-Lapu and Mandaue)
|
1,734.81
|
1,066.72
|
1,053.59
|
403.45
|
476.74
|
1,808.89
|
732.13
|
839.60
|
1,115.44
|
1,213.00
|
1,182.02
|
1,322.36
|
Region VII (Central Visayas)
|
City of Cebu
|
1,983.28
|
1,196.00
|
982.90
|
630.37
|
518.30
|
2,206.98
|
799.64
|
999.43
|
916.80
|
1,204.02
|
1,349.66
|
1,085.88
|
Region VII (Central Visayas)
|
LTD Cebu
|
3,207.92
|
1,885.22
|
1,766.83
|
2,156.59
|
1,953.70
|
5,227.12
|
1,785.00
|
2,622.91
|
1,562.16
|
1,995.34
|
3,100.47
|
1,897.85
|
Region VIII (Eastern Visayas)
|
Eastern Samar
|
48.96
|
33.31
|
34.78
|
34.87
|
43.53
|
57.70
|
50.34
|
44.12
|
50.55
|
44.25
|
55.89
|
49.21
|
Region VIII (Eastern Visayas)
|
Leyte
|
147.12
|
116.06
|
94.13
|
81.49
|
93.40
|
192.43
|
114.06
|
108.69
|
92.05
|
141.47
|
129.41
|
122.15
|
Region VIII (Eastern Visayas)
|
Northern Samar
|
57.28
|
52.75
|
40.57
|
46.86
|
41.66
|
60.30
|
46.01
|
57.52
|
43.87
|
54.75
|
46.27
|
55.69
|
Region VIII (Eastern Visayas)
|
Samar
|
95.07
|
61.66
|
59.77
|
47.22
|
52.80
|
111.18
|
81.24
|
61.56
|
62.05
|
75.59
|
78.72
|
84.80
|
Region VIII (Eastern Visayas)
|
Southern Leyte
|
63.06
|
36.64
|
28.24
|
43.65
|
44.19
|
55.29
|
51.38
|
52.79
|
42.38
|
56.90
|
48.75
|
38.87
|
Region VIII (Eastern Visayas)
|
City of Tacloban (includes the province of Biliran)
|
338.52
|
204.12
|
192.30
|
143.34
|
175.94
|
308.41
|
236.81
|
228.30
|
213.86
|
273.60
|
230.63
|
250.86
|
Region IX (Zamboanga Peninsula)
|
Zamboanga del Norte
|
193.58
|
115.91
|
105.32
|
97.05
|
111.35
|
149.73
|
141.03
|
119.61
|
107.17
|
147.09
|
125.12
|
121.27
|
Region IX (Zamboanga Peninsula)
|
Zamboanga del Sur
|
156.51
|
80.41
|
97.63
|
64.46
|
80.48
|
116.88
|
113.73
|
95.83
|
88.12
|
113.40
|
104.41
|
112.48
|
Region IX (Zamboanga Peninsula)
|
Zamboanga Sibugay
|
56.88
|
33.97
|
33.16
|
24.69
|
38.15
|
42.80
|
47.47
|
43.74
|
39.67
|
44.34
|
33.97
|
38.69
|
Region IX (Zamboanga Peninsula)
|
City of Isabela
| null | null | null | null | null | null | null | null | null | null | null | null |
Region IX (Zamboanga Peninsula)
|
City of Zamboanga
|
283.12
|
179.87
|
150.94
|
94.89
|
115.94
|
287.16
|
183.88
|
186.49
|
188.63
|
210.23
|
219.68
|
219.79
|
Region X (Northern Mindanao)
|
Bukidnon
|
246.39
|
121.16
|
134.11
|
104.72
|
153.93
|
203.04
|
155.07
|
165.70
|
161.46
|
194.66
|
186.99
|
210.80
|
Region X (Northern Mindanao)
|
Lanao del Norte (includes City of Iligan)
|
156.67
|
116.16
|
98.32
|
84.99
|
94.26
|
156.05
|
146.92
|
155.95
|
104.20
|
122.96
|
125.77
|
128.44
|
Region X (Northern Mindanao)
|
Misamis Occidental
|
139.56
|
74.33
|
67.63
|
62.51
|
68.18
|
109.31
|
95.29
|
91.81
|
77.20
|
94.87
|
103.66
|
109.46
|
Region X (Northern Mindanao)
|
Misamis Oriental (includes the province of Camiguin)
|
46.73
|
38.56
|
40.84
|
24.38
|
41.65
|
47.92
|
40.26
|
46.23
|
38.63
|
50.38
|
57.56
|
54.27
|
Region X (Northern Mindanao)
|
City of Cagayan de Oro
|
735.71
|
482.87
|
383.73
|
274.84
|
270.27
|
573.90
|
442.60
|
427.00
|
387.47
|
442.44
|
424.11
|
449.29
|
Region XI (Davao Region)
|
Davao del Norte and Davao de Oro
|
335.39
|
198.52
|
212.01
|
136.78
|
168.22
|
373.30
|
233.53
|
263.18
|
213.22
|
291.53
|
265.15
|
283.30
|
Region XI (Davao Region)
|
Davao del Sur and Davao Occidental
|
162.43
|
80.56
|
65.29
|
45.93
|
62.31
|
95.68
|
94.18
|
92.24
|
85.21
|
83.94
|
112.90
|
84.31
|
Region XI (Davao Region)
|
Davao Oriental
|
74.68
|
41.59
|
50.05
|
42.41
|
46.47
|
64.69
|
49.66
|
50.84
|
54.18
|
65.23
|
50.42
|
53.34
|
Region XI (Davao Region)
|
City of Davao
|
1,257.52
|
860.36
|
844.75
|
325.44
|
471.36
|
1,786.00
|
819.14
|
895.69
|
760.36
|
1,118.59
|
1,022.95
|
922.54
|
Region XI (Davao Region)
|
LTD Davao
|
1,794.28
|
920.82
|
928.01
|
823.09
|
898.57
|
2,625.55
|
1,530.73
|
1,300.65
|
1,437.32
|
1,115.14
|
1,697.46
|
1,022.20
|
Region XII (SOCCSKSARGEN)
|
Cotabato
|
153.05
|
89.68
|
98.52
|
62.01
|
98.12
|
141.37
|
125.50
|
122.26
|
99.22
|
121.80
|
120.64
|
121.83
|
Region XII (SOCCSKSARGEN)
|
City of General Santos (includes the province of Sarangani)
|
286.15
|
177.14
|
188.89
|
106.96
|
156.29
|
381.37
|
219.12
|
216.27
|
200.51
|
209.59
|
210.31
|
242.35
|
Region XII (SOCCSKSARGEN)
|
South Cotabato
|
169.34
|
100.72
|
115.53
|
86.73
|
86.34
|
187.38
|
129.77
|
141.75
|
113.16
|
146.96
|
138.19
|
140.15
|
Region XII (SOCCSKSARGEN)
|
Sultan Kudarat
|
88.81
|
63.75
|
60.15
|
33.53
|
48.18
|
126.11
|
98.57
|
95.87
|
90.70
|
83.85
|
116.08
|
64.75
|
Region XIII (Caraga)
|
Agusan del Norte (includes City of Butuan)
|
236.15
|
150.78
|
162.27
|
106.80
|
117.95
|
268.30
|
166.07
|
152.88
|
168.08
|
194.43
|
190.61
|
180.08
|
Region XIII (Caraga)
|
Agusan del Sur
|
103.63
|
61.78
|
58.79
|
56.23
|
78.79
|
86.77
|
68.48
|
87.55
|
78.64
|
76.72
|
84.69
|
76.96
|
Region XIII (Caraga)
|
Surigao del Norte and Dinagat Islands
|
142.23
|
83.83
|
75.89
|
59.44
|
64.16
|
133.13
|
97.49
|
85.05
|
79.18
|
85.54
|
85.43
|
85.08
|
Region XIII (Caraga)
|
Surigao del Sur
|
93.73
|
59.23
|
52.56
|
64.72
|
58.71
|
73.86
|
62.90
|
60.69
|
68.09
|
69.38
|
64.68
|
72.54
|
Bangsamoro Autonomous Region in Muslim Mindanao (BARMM)
|
Basilan (includes City of Isabela)
|
16.44
|
10.93
|
24.29
|
9.39
|
8.31
|
16.67
|
17.38
|
12.30
|
15.63
|
21.86
|
13.60
|
11.86
|
Bangsamoro Autonomous Region in Muslim Mindanao (BARMM)
|
Lanao del Sur
|
37.18
|
35.18
|
38.83
|
35.99
|
27.84
|
60.45
|
33.32
|
37.55
|
29.79
|
34.15
|
36.17
|
53.58
|
Bangsamoro Autonomous Region in Muslim Mindanao (BARMM)
|
Maguindanao del Norte and Maguindanao del Sur
|
172.38
|
174.46
|
77.93
|
85.77
|
152.90
|
130.59
|
157.28
|
111.20
|
100.00
|
102.50
|
144.53
|
137.06
|
Bangsamoro Autonomous Region in Muslim Mindanao (BARMM)
|
Sulu
|
14.19
|
14.57
|
17.12
|
6.80
|
7.80
|
17.25
|
12.83
|
7.78
|
8.63
|
7.97
|
12.26
|
24.10
|
End of preview.
BIR Tax Collection Dataset
Dataset Description
This dataset contains monthly tax collection data from the Bureau of Internal Revenue (BIR) of the Philippines. It includes 6,000 records of tax collections aggregated by region and area (city/municipality) on a monthly basis from 2020 to 2024. The dataset provides granular visibility into tax revenue generation across different geographic areas in the Philippines over a five-year period.
Languages
The dataset contains text in English (en-PH) following Philippine geographic naming conventions.
Dataset Structure
Data Instances
{
"id": "776a8f51-5d95-47a7-940d-983734837604",
"region": "National Capital Region (NCR)",
"area": "City of Caloocan",
"month": "January",
"year": 2020,
"amount": 600.79,
"created_at": "2025-12-03T06:36:19.956875Z"
}
Data Fields
id(uuid): Unique identifier for each record using UUID formatregion(string): Philippine region name (e.g., "National Capital Region (NCR)", "Region I", etc.)area(string): City or municipality name within the region (e.g., "City of Caloocan", "City of Manila")month(string): Month name (January through December)year(int32): Year of the tax collection (2020-2024)amount(decimal128): Tax collection amount in millions of Philippine Pesos (PHP), with 2 decimal placescreated_at(timestamp[us, tz=UTC]): Timestamp when the record was created in the dataset (UTC timezone)
Note: The amount field represents tax collections in millions of PHP. For example, an amount of 600.79 represents PHP 600,790,000 or approximately 600.79 million pesos.
Data Splits
This dataset does not have predefined train/validation/test splits. It represents a complete time series of monthly tax collections from 2020 to 2024.
Dataset Creation
Source Data
The data was sourced from the Bureau of Internal Revenue (BIR), the data was normalized into a structured format with standardized region and area names, converted to a consistent decimal format for amounts, and organized chronologically by month and year.
Annotations
Annotation process
No additional annotations were added beyond the original BIR data structure. The dataset preserves the geographic classifications (regions and areas) as reported by the BIR.
Personal and Sensitive Information
This dataset does not contain personal information. It consists of aggregate tax collection amounts by geographic area and time period.
Additional Information
Licensing Information
This dataset is licensed under the CC0 1.0 Universal license. This means you can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission.
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