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Datasets:
w4ashabii
/
bank_data

Tags:
finance
License:
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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 10 new columns ({'Symbol', 'Company', 'Date of Operation', 'LTP', 'S.N.', 'Paid-up (Rs)', 'As Of:', 'Market Capitalization (Rs)', 'Total Paid-up Capital (Rs)', 'Listed Share'}) and 9 missing columns ({'published_date', 'open', 'status', 'high', 'traded_quantity', 'low', 'traded_amount', 'close', 'per_change'}).

This happened while the csv dataset builder was generating data using

hf://datasets/w4ashabii/bank_data/Bank Nepse General.csv (at revision 58188e96cceb851bddc32e454034573cb2190057), ['hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/ADBL.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/Bank Nepse General.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/CZBIL.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/EBL.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/GBIME.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/HBL.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/KBL.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/Key Financial indicators of Commerical banks (quaterly) - Sheet 1.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/MBL.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/NABIL.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/NBB.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/NBL.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/NICA.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/PCBL.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/PRVU.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/SANIMA.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/SBI.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/SBL.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/SCB.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 1837, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/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/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              S.N.: int64
              Symbol: string
              Company: string
              Listed Share: string
              Paid-up (Rs): int64
              Total Paid-up Capital (Rs): string
              Market Capitalization (Rs): string
              Date of Operation: string
              LTP: double
              As Of:: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1493
              to
              {'published_date': Value('string'), 'open': Value('float64'), 'high': Value('float64'), 'low': Value('float64'), 'close': Value('float64'), 'per_change': Value('float64'), 'traded_quantity': Value('float64'), 'traded_amount': Value('float64'), 'status': Value('int64')}
              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 1361, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 940, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1683, 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 1839, 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 10 new columns ({'Symbol', 'Company', 'Date of Operation', 'LTP', 'S.N.', 'Paid-up (Rs)', 'As Of:', 'Market Capitalization (Rs)', 'Total Paid-up Capital (Rs)', 'Listed Share'}) and 9 missing columns ({'published_date', 'open', 'status', 'high', 'traded_quantity', 'low', 'traded_amount', 'close', 'per_change'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/w4ashabii/bank_data/Bank Nepse General.csv (at revision 58188e96cceb851bddc32e454034573cb2190057), ['hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/ADBL.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/Bank Nepse General.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/CZBIL.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/EBL.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/GBIME.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/HBL.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/KBL.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/Key Financial indicators of Commerical banks (quaterly) - Sheet 1.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/MBL.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/NABIL.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/NBB.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/NBL.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/NICA.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/PCBL.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/PRVU.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/SANIMA.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/SBI.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/SBL.csv', 'hf://datasets/w4ashabii/bank_data@58188e96cceb851bddc32e454034573cb2190057/SCB.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.

published_date
string
open
float64
high
float64
low
float64
close
float64
per_change
float64
traded_quantity
float64
traded_amount
float64
status
int64
2010-09-16
117
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116
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null
5,280
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0
2010-09-19
120
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-1.67
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2010-09-20
118
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2010-09-21
118
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-1.69
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2010-09-23
116
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3.45
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2010-09-26
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0.83
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2010-09-27
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-1.65
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2010-09-28
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2010-09-29
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2010-09-30
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117
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2010-10-03
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117
119
0
8,420
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2010-10-04
119
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119
123
3.36
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0
0
2010-10-05
123
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5.69
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0
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2010-10-06
130
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124
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-3.08
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0
2010-10-07
126
134
126
132
4.76
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2010-10-10
132
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132
135
2.27
2,830
0
0
2010-10-11
135
135
129
130
-3.7
4,120
0
0
2010-10-12
130
133
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133
2.31
881
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2010-10-13
133
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0.75
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2010-10-21
134
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2010-10-24
134
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2010-10-25
134
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132
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1.49
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2010-10-26
136
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134
135
-0.74
3,381
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0
2010-10-27
135
135
132
135
0
9,094
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2010-10-28
135
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135
145
7.41
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0
0
2010-10-31
145
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138
145
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8,172
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0
2010-11-01
145
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141
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0.69
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2010-11-02
146
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142
145
-0.68
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2010-11-03
145
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2.76
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2010-11-04
149
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147
153
2.68
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2010-11-09
153
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148
159
3.92
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2010-11-10
159
167
151
161
1.26
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0
2010-11-11
161
169
160
166
3.11
6,535
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2010-11-14
166
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2010-11-15
163
162
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2010-11-16
160
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2010-11-18
162
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160
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2010-11-21
161
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2010-11-22
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2010-11-23
162
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160
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2010-11-24
163
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165
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2010-11-25
165
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160
171
3.64
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2010-11-28
171
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160
160
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2010-11-29
160
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155
156
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2010-11-30
156
160
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155
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2010-12-01
155
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148
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-1.94
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2010-12-02
152
157
144
144
-5.26
2,779
0
0
2010-12-05
144
144
138
138
-4.17
9,343
0
0
2010-12-06
138
145
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145
5.07
1,098
0
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2010-12-07
145
143
131
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-4.83
4,186
0
0
2010-12-08
138
136
133
135
-2.17
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2010-12-09
135
139
133
137
1.48
5,690
0
0
2010-12-12
137
138
132
137
0
11,296
0
0
2010-12-13
137
137
134
137
0
7,755
0
0
2010-12-14
137
139
137
137
0
6,063
0
0
2010-12-15
137
137
133
134
-2.19
3,341
0
0
2010-12-16
134
136
132
136
1.49
3,645
0
0
2010-12-19
136
136
131
136
0
6,516
0
0
2010-12-20
136
138
134
134
-1.47
8,991
0
0
2010-12-22
134
136
133
134
0
731
0
0
2010-12-23
134
137
134
135
0.75
3,227
0
0
2010-12-26
135
140
135
140
3.7
2,626
0
0
2010-12-27
140
142
138
140
0
978
0
0
2010-12-28
140
142
139
142
1.43
3,520
0
0
2010-12-29
142
144
142
143
0.7
1,534
0
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2011-01-02
143
145
134
136
-4.9
10,768
0
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2011-01-03
136
140
135
137
0.74
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2011-01-03
137
131
124
131
-4.38
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2011-01-04
131
139
133
139
6.11
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2011-01-05
139
140
132
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2011-01-06
132
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6.06
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2011-01-09
140
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-0.71
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2011-01-10
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2011-01-11
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0.71
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2011-01-12
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2011-01-16
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2011-01-17
136
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2011-01-18
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2011-01-19
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2011-01-20
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2011-01-23
135
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2011-01-24
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2011-01-31
143
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143
143
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2011-02-01
143
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2011-02-02
141
143
135
137
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2011-02-03
137
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137
140
2.19
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2011-02-06
140
147
138
139
-0.71
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2011-02-07
139
142
139
141
1.44
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0
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2011-02-08
141
144
141
143
1.42
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0
0
2011-02-09
143
145
140
145
1.4
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0
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2011-02-10
145
146
142
142
-2.07
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2011-02-13
142
142
137
138
-2.82
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0
2011-02-14
138
141
135
138
0
5,028
0
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2011-02-15
138
139
138
138
0
1,835
0
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2011-02-16
138
141
136
139
0.72
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0
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2011-02-17
139
140
136
139
0
1,957
0
0
2011-02-20
139
139
138
139
0
3,920
0
0
2011-02-21
139
139
135
135
-2.88
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0
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2011-02-22
135
137
133
133
-1.48
1,587
0
0
End of preview.

Dataset Description: w4ashabii/bank_data

Summary

This dataset contains financial data for commercial banks in Nepal, including daily stock prices (OHLC), static stock summary metrics, and quarterly financial indicators.

Contents

1. Daily Stock Price Data (15 files)

Files: ADBL.csv, CZBIL.csv, EBL.csv, GBIME.csv, HBL.csv, KBL.csv, MBL.csv, NABIL.csv, NBB.csv, NBL.csv, NICA.csv, PCBL.csv, PRVU.csv, SANIMA.csv

Columns:

  • published_date: Trading date (YYYY-MM-DD)
  • open: Opening price (Rs)
  • high: Highest price (Rs)
  • low: Lowest price (Rs)
  • close: Closing price (Rs)
  • per_change: Percentage change
  • traded_quantity: Number of shares traded
  • traded_amount: Total traded amount (Rs) [often zero in preview]
  • status: Integer (0 or 1)

2. Static Stock Summary (1 file)

File: Bank Nepse General.csv

Columns:

  • S.N., Symbol, Company, Listed Share, Paid-up (Rs), Total Paid-up Capital (Rs), Market Capitalization (Rs), Date of Operation, LTP, As Of

3. Quarterly Financial Indicators (1 file)

File: Key Financial indicators of Commerical banks (quaterly) - Sheet 1.csv

Key metrics: Solvency Core Capital, CAR (%), CCDRatio, NPL (%), Base Rate, Spread, SLR, Net Liquidity, etc.

Known Issues

  • Column mismatch between files prevents using load_dataset() directly
  • traded_amount often contains zeros (possibly missing data)

Loading (use pandas separately) 

import pandas as pd
adbl = pd.read_csv("https://huggingface.co/datasets/w4ashabii/bank_data/resolve/main/ADBL.csv")
summary = pd.read_csv("https://huggingface.co/datasets/w4ashabii/bank_data/resolve/main/Bank%20Nepse%20General.csv")
quarterly = pd.read_csv("https://huggingface.co/datasets/w4ashabii/bank_data/resolve/main/Key%20Financial%20indicators%20of%20Commerical%20banks%20(quaterly)%20-%20Sheet%201.csv")

Credits

This dataset is derived from the nepse-data repository by Aabishkar Wagle. If you use this dataset, please cite the original source:

  author = {Aabishkar Wagle},
  title  = {nepse-data: Historical and current datasets of Nepal Stock Market listed companies},
  year   = {2026},
  url    = {https://github.com/Aabishkar2/nepse-data}
}
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