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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 22 new columns ({'Nifty Energy', 'Nifty Midcap 50', 'NIFTY Smallcap 100', 'Nifty FMCG', 'Nifty 50', 'Nifty Bank', 'Nifty 100', 'Nifty Realty', 'Nifty Auto', 'Nifty Next 50', 'Nifty Metal', 'Industry', 'Nifty PSU Bank', 'Nifty Pharma', 'Nifty 200', 'Nifty 500', 'Nifty IT', 'NIFTY LargeMidcap 250', 'Nifty Media', 'Symbol', 'NIFTY Midcap 100', 'Company Name'}) and 12 missing columns ({'high', 'low', 'date', 'pre_close', 'deliv_%', 'open', 'close', 'no_of_trades', 'volume', 'deliv_volume', 'turnover_lacs', 'symbol'}).
This happened while the csv dataset builder was generating data using
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(origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/TVSMOTOR.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/UBL.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/UBL.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/UCOBANK.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/UCOBANK.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/UFLEX.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/UFLEX.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/UJJIVAN.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/UJJIVAN.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/UJJIVANSFB.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/UJJIVANSFB.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/ULTRACEMCO.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/ULTRACEMCO.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/UNIONBANK.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/UNIONBANK.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/UPL.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/UPL.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/UTIAMC.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/UTIAMC.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VAIBHAVGBL.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VAIBHAVGBL.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VAKRANGEE.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VAKRANGEE.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VALIANTORG.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VALIANTORG.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VARROC.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VARROC.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VBL.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VBL.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VEDL.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VEDL.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VENKEYS.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VENKEYS.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VGUARD.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VGUARD.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VINATIORGA.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VINATIORGA.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VIPIND.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VIPIND.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VMART.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VMART.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VOLTAS.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VOLTAS.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VTL.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/VTL.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/WABCOINDIA.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/WABCOINDIA.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/WELCORP.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/WELCORP.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/WELSPUNIND.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/WELSPUNIND.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/WESTLIFE.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/WESTLIFE.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/WHIRLPOOL.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/WHIRLPOOL.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/WIPRO.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/WIPRO.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/WOCKPHARMA.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/WOCKPHARMA.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/YESBANK.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/YESBANK.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/ZEEL.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/ZEEL.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/ZENSARTECH.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/ZENSARTECH.csv), /tmp/hf-datasets-cache/medium/datasets/43198882908250-config-parquet-and-info-jason1966-akshaypawar7_ni-63cd14fa/hub/datasets--jason1966--akshaypawar7_nifty-dataset/snapshots/97957b223ee3f9bc7a21ff8d08b7ef82682d0544/ZYDUSWELL.csv (origin=hf://datasets/jason1966/akshaypawar7_nifty-dataset@97957b223ee3f9bc7a21ff8d08b7ef82682d0544/ZYDUSWELL.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
Symbol: string
Company Name: string
Industry: string
Nifty 500: int64
Nifty 50: int64
Nifty Next 50: int64
Nifty 100: int64
Nifty 200: int64
Nifty Midcap 50: int64
NIFTY Midcap 100: int64
NIFTY Smallcap 100: int64
NIFTY LargeMidcap 250: int64
Nifty Auto: int64
Nifty Bank: int64
Nifty Energy: int64
Nifty FMCG: int64
Nifty IT: int64
Nifty Media: int64
Nifty Metal: int64
Nifty Pharma: int64
Nifty PSU Bank: int64
Nifty Realty: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2912
to
{'date': Value('string'), 'symbol': Value('string'), 'pre_close': Value('float64'), 'open': Value('float64'), 'high': Value('float64'), 'low': Value('float64'), 'close': Value('float64'), 'volume': Value('int64'), 'turnover_lacs': Value('float64'), 'no_of_trades': Value('int64'), 'deliv_volume': Value('float64'), 'deliv_%': 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 22 new columns ({'Nifty Energy', 'Nifty Midcap 50', 'NIFTY Smallcap 100', 'Nifty FMCG', 'Nifty 50', 'Nifty Bank', 'Nifty 100', 'Nifty Realty', 'Nifty Auto', 'Nifty Next 50', 'Nifty Metal', 'Industry', 'Nifty PSU Bank', 'Nifty Pharma', 'Nifty 200', 'Nifty 500', 'Nifty IT', 'NIFTY LargeMidcap 250', 'Nifty Media', 'Symbol', 'NIFTY Midcap 100', 'Company Name'}) and 12 missing columns ({'high', 'low', 'date', 'pre_close', 'deliv_%', 'open', 'close', 'no_of_trades', 'volume', 'deliv_volume', 'turnover_lacs', 'symbol'}).
This happened while the csv dataset builder was generating data using
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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.
date string | symbol string | pre_close float64 | open float64 | high float64 | low float64 | close float64 | volume int64 | turnover_lacs float64 | no_of_trades int64 | deliv_volume float64 | deliv_% float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|
2022-02-04 | 20MICRONS | 90.6 | 91.6 | 91.8 | 87.55 | 88.15 | 224,694 | 200.24 | 3,029 | 129,640 | 57.700001 |
2022-02-04 | 21STCENMGM | 42.05 | 41.25 | 41.25 | 41.25 | 41.25 | 7,983 | 3.29 | 58 | 7,983 | 100 |
2022-02-04 | 3IINFOLTD | 76.9 | 76.35 | 77.45 | 75.8 | 76 | 448,661 | 342.69 | 5,607 | 319,234 | 71.150002 |
2022-02-04 | 3MINDIA | 24,868.65 | 24,620 | 24,806.1 | 24,551.1 | 24,744.3 | 1,695 | 418.2 | 428 | 1,304 | 76.93 |
2022-02-04 | 3PLAND | 19.6 | 20.5 | 20.55 | 20.5 | 20.55 | 9,816 | 2.02 | 79 | null | null |
2022-02-04 | 5PAISA | 399.4 | 407 | 407 | 395 | 396.55 | 24,080 | 96.08 | 1,339 | 14,468 | 60.080002 |
2022-02-04 | 63MOONS | 302.3 | 315 | 317.4 | 288 | 294.1 | 199,401 | 604.51 | 3,385 | null | null |
2022-02-04 | A2ZINFRA | 11.8 | 11.55 | 11.7 | 11.25 | 11.45 | 1,370,916 | 156.17 | 1,356 | 725,940 | 52.950001 |
2022-02-04 | AAKASH | 31.05 | 31.35 | 33.8 | 31.35 | 33.6 | 1,775,910 | 581.91 | 5,244 | 715,300 | 40.279999 |
2022-02-04 | AAREYDRUGS | 52.55 | 52.4 | 54.9 | 52.15 | 53.15 | 66,752 | 35.57 | 872 | 38,946 | 58.34 |
2022-02-04 | AARON | 133.85 | 127.25 | 133.3 | 127.25 | 129.95 | 5,783 | 7.5 | 209 | 3,564 | 61.630001 |
2022-02-04 | AARTIDRUGS | 513.7 | 513.7 | 528.3 | 513.7 | 525.1 | 301,978 | 1,581.47 | 12,064 | 119,970 | 39.73 |
2022-02-04 | AARTIIND | 994.15 | 993.95 | 1,016.25 | 989.05 | 1,002.9 | 391,576 | 3,920.4 | 14,800 | 131,394 | 33.560001 |
2022-02-04 | AARTISURF | 976.2 | 973 | 980 | 960 | 963.55 | 18,244 | 176.35 | 1,155 | 10,747 | 58.91 |
2022-02-04 | AARVEEDEN | 30.8 | 30.8 | 31.8 | 29.65 | 31.05 | 27,330 | 8.44 | 465 | 16,038 | 58.68 |
2022-02-04 | AARVI | 90.45 | 91.65 | 91.7 | 88.55 | 89.2 | 14,949 | 13.4 | 170 | 12,270 | 82.080002 |
2022-02-04 | AAVAS | 3,194.25 | 3,185 | 3,185 | 3,024.1 | 3,054.4 | 136,992 | 4,211.23 | 13,071 | 90,718 | 66.220001 |
2022-02-04 | ABAN | 50.5 | 51.05 | 52.95 | 49.6 | 51.85 | 297,129 | 152.35 | 2,772 | 157,515 | 53.009998 |
2022-02-04 | ABB | 2,305.8 | 2,305 | 2,365 | 2,280 | 2,335.4 | 203,322 | 4,741.39 | 16,937 | 62,444 | 30.709999 |
2022-02-04 | ABBOTINDIA | 16,083.35 | 16,214.9 | 16,214.9 | 15,794.7 | 15,864.05 | 19,876 | 3,164.45 | 7,364 | 10,045 | 50.540001 |
2022-02-04 | ABCAPITAL | 124.7 | 127.05 | 129.3 | 123.3 | 123.65 | 9,373,250 | 11,832.17 | 45,496 | 2,673,431 | 28.52 |
2022-02-04 | ABFRL | 304.15 | 305.4 | 306.7 | 293.5 | 295.5 | 6,354,420 | 19,125.83 | 71,994 | 1,169,175 | 18.4 |
2022-02-04 | ABMINTLLTD | 110.65 | 114.95 | 114.95 | 105.25 | 107.3 | 4,457 | 4.81 | 197 | 2,294 | 51.470001 |
2022-02-04 | ABSLAMC | 531.5 | 531.5 | 532.5 | 522 | 528.3 | 296,466 | 1,563.32 | 13,383 | 99,947 | 33.709999 |
2022-02-04 | ABSLBANETF | 38.85 | 38.85 | 39 | 38.47 | 38.62 | 5,530 | 2.14 | 137 | 3,696 | 66.839996 |
2022-02-04 | ABSLNN50ET | 42.72 | 43.4 | 43.4 | 42 | 42.98 | 4,225 | 1.8 | 97 | 3,172 | 75.080002 |
2022-02-04 | ACC | 2,293.6 | 2,298.2 | 2,322.45 | 2,270 | 2,274.75 | 184,813 | 4,234.14 | 16,556 | 51,401 | 27.809999 |
2022-02-04 | ACCELYA | 1,073.65 | 1,068.15 | 1,097.95 | 1,068.1 | 1,079.8 | 33,001 | 356.12 | 2,457 | 24,539 | 74.360001 |
2022-02-04 | ACCURACY | 201.25 | 205.9 | 205.9 | 195.8 | 200.3 | 10,705 | 21.59 | 300 | 6,771 | 63.25 |
2022-02-04 | ACE | 241.45 | 243.4 | 244 | 236 | 237.05 | 330,292 | 791.72 | 10,594 | 135,969 | 41.169998 |
2022-02-04 | ACRYSIL | 792.05 | 793.1 | 798.85 | 777.9 | 785.7 | 39,167 | 308.64 | 3,003 | 22,511 | 57.470001 |
2022-02-04 | ADANIENT | 1,751.85 | 1,758 | 1,770 | 1,733.7 | 1,757.3 | 855,996 | 15,026.69 | 22,314 | 162,686 | 19.01 |
2022-02-04 | ADANIGREEN | 1,912.55 | 1,912.55 | 1,958.5 | 1,902.45 | 1,950.35 | 296,479 | 5,743.93 | 19,851 | 146,267 | 49.330002 |
2022-02-04 | ADANIPORTS | 732.5 | 735 | 741.15 | 724 | 726.95 | 2,453,595 | 17,950.02 | 52,953 | 560,441 | 22.84 |
2022-02-04 | ADANIPOWER | 107.6 | 108.7 | 112.4 | 107.5 | 108.55 | 9,181,079 | 10,083.1 | 56,817 | 3,136,958 | 34.169998 |
2022-02-04 | ADANITRANS | 2,006.2 | 2,014 | 2,050 | 1,987.85 | 2,033.1 | 328,615 | 6,670.4 | 4,292 | null | null |
2022-02-04 | ADFFOODS | 860.05 | 858 | 875 | 845 | 850.3 | 9,132 | 78.01 | 1,297 | 3,710 | 40.630001 |
2022-02-04 | ADL | 55.35 | 54.25 | 57.8 | 53.7 | 54.05 | 6,943 | 3.77 | 50 | null | null |
2022-02-04 | ADORWELD | 749.95 | 744.2 | 750.9 | 743 | 748.5 | 6,840 | 51.11 | 256 | 5,849 | 85.510002 |
2022-02-04 | ADROITINFO | 11.5 | 11.9 | 11.95 | 10.95 | 11 | 3,853 | 0.44 | 27 | null | null |
2022-02-04 | ADSL | 131.5 | 131.6 | 134.4 | 126.1 | 127.8 | 236,807 | 307.34 | 3,792 | 147,098 | 62.119999 |
2022-02-04 | ADVANIHOTR | 84 | 84.9 | 85.2 | 82.5 | 83.85 | 29,511 | 24.71 | 713 | 17,489 | 59.259998 |
2022-02-04 | ADVENZYMES | 348.45 | 350.95 | 354.9 | 338.45 | 340.45 | 150,868 | 517.29 | 5,927 | 62,016 | 41.110001 |
2022-02-04 | AEGISCHEM | 221.1 | 221.35 | 230.5 | 217.95 | 228.2 | 1,225,148 | 2,772.98 | 23,932 | 525,677 | 42.91 |
2022-02-04 | AFFLE | 1,290.65 | 1,254.05 | 1,280 | 1,245 | 1,259.2 | 391,988 | 4,956.51 | 30,014 | 193,948 | 49.48 |
2022-02-04 | AGARIND | 560.8 | 568 | 572.85 | 550 | 553.3 | 62,836 | 351.24 | 3,724 | 30,593 | 48.689999 |
2022-02-04 | AGRITECH | 62.8 | 62.25 | 63.8 | 62.25 | 62.9 | 5,949 | 3.73 | 185 | 2,869 | 48.23 |
2022-02-04 | AGROPHOS | 24.3 | 24.45 | 24.9 | 23.25 | 23.7 | 75,272 | 17.88 | 462 | 46,491 | 61.759998 |
2022-02-04 | AGSTRA | 171.3 | 172 | 173 | 165.1 | 165.6 | 985,376 | 1,666.34 | 13,095 | 329,102 | 33.400002 |
2022-02-04 | AHLADA | 134.15 | 134 | 134 | 131.2 | 131.8 | 10,731 | 14.2 | 186 | 8,058 | 75.089996 |
2022-02-04 | AHLEAST | 194.25 | 192.25 | 195.95 | 192.15 | 192.8 | 1,186 | 2.3 | 57 | 776 | 65.43 |
2022-02-04 | AHLUCONT | 414.15 | 419.45 | 420 | 400.45 | 416.85 | 9,112 | 37.83 | 448 | 4,667 | 51.220001 |
2022-02-04 | AIAENG | 1,863.15 | 1,863.15 | 1,880.8 | 1,824.35 | 1,852.2 | 89,124 | 1,644.4 | 8,662 | 72,206 | 81.019997 |
2022-02-04 | AIRAN | 24.1 | 24.45 | 24.65 | 23.75 | 24.4 | 585,863 | 141.29 | 1,745 | 248,186 | 42.360001 |
2022-02-04 | AIROLAM | 82.1 | 82.1 | 84.8 | 80.6 | 82.8 | 20,588 | 17.06 | 298 | 15,129 | 73.480003 |
2022-02-04 | AJANTPHARM | 2,118.1 | 2,118 | 2,155 | 2,094.3 | 2,118.15 | 27,132 | 576.95 | 6,404 | 8,628 | 31.799999 |
2022-02-04 | AJMERA | 458.45 | 465 | 465 | 442.2 | 452.25 | 46,118 | 208.66 | 1,694 | 22,768 | 49.369999 |
2022-02-04 | AJOONI | 74.95 | 75 | 76 | 74.7 | 74.85 | 82,417 | 61.83 | 796 | 56,998 | 69.160004 |
2022-02-04 | AJRINFRA | 2.8 | 2.9 | 2.9 | 2.7 | 2.9 | 2,643,378 | 74.4 | 2,872 | null | null |
2022-02-04 | AKASH | 192.5 | 198 | 199.9 | 190 | 192.25 | 74,482 | 147.16 | 189 | null | null |
2022-02-04 | AKG | 46 | 46 | 48.35 | 45 | 45.55 | 8,327 | 3.8 | 227 | 6,065 | 72.839996 |
2022-02-04 | AKSHARCHEM | 439.1 | 439 | 445.9 | 432.25 | 437.5 | 7,782 | 34.15 | 595 | 5,122 | 65.82 |
2022-02-04 | AKSHOPTFBR | 14.6 | 15.3 | 15.3 | 15.15 | 15.3 | 1,138,264 | 174.07 | 1,239 | 824,939 | 72.470001 |
2022-02-04 | AKZOINDIA | 1,912.4 | 1,948 | 1,950 | 1,890 | 1,902.45 | 14,564 | 278.89 | 2,253 | 9,201 | 63.18 |
2022-02-04 | ALANKIT | 16.6 | 16.9 | 17.6 | 16.85 | 17.35 | 1,055,916 | 181.97 | 4,940 | 623,834 | 59.080002 |
2022-02-04 | ALBERTDAVD | 685.75 | 684.25 | 704 | 669.85 | 676.4 | 11,719 | 80.2 | 1,060 | 5,795 | 49.450001 |
2022-02-04 | ALEMBICLTD | 100.35 | 100.2 | 100.8 | 99.2 | 99.4 | 82,974 | 82.85 | 1,294 | 45,532 | 54.880001 |
2022-02-04 | ALICON | 803.15 | 819.9 | 823.05 | 806.45 | 820.5 | 3,424 | 28 | 411 | 2,178 | 63.610001 |
2022-02-04 | ALKALI | 113.4 | 113.7 | 119.05 | 110.1 | 118.55 | 39,930 | 46.4 | 394 | null | null |
2022-02-04 | ALKEM | 3,537.95 | 3,566.9 | 3,600 | 3,375.2 | 3,514 | 331,945 | 11,574.22 | 40,919 | 51,254 | 15.44 |
2022-02-04 | ALKYLAMINE | 3,117.6 | 3,095 | 3,150 | 3,060 | 3,102.5 | 129,652 | 4,023.05 | 21,370 | 46,850 | 36.139999 |
2022-02-04 | ALLCARGO | 338.45 | 339 | 355 | 339 | 352.95 | 359,340 | 1,257.18 | 11,412 | 171,230 | 47.650002 |
2022-02-04 | ALLSEC | 607.25 | 605.25 | 622 | 602.05 | 605.2 | 25,824 | 158.1 | 2,865 | 13,958 | 54.049999 |
2022-02-04 | ALMONDZ | 111.15 | 113.35 | 113.35 | 107.8 | 110.3 | 6,974 | 7.75 | 384 | 3,537 | 50.720001 |
2022-02-04 | ALOKINDS | 29.25 | 29.55 | 29.7 | 29.05 | 29.45 | 14,874,199 | 4,371.21 | 17,396 | 3,239,521 | 21.780001 |
2022-02-04 | ALPA | 87.85 | 88.5 | 91.9 | 86.7 | 88.5 | 68,774 | 61.27 | 1,148 | 41,395 | 60.189999 |
2022-02-04 | ALPHAGEO | 418 | 427.5 | 450.25 | 366.05 | 389.95 | 288,942 | 1,183.84 | 11,822 | 119,073 | 41.209999 |
2022-02-04 | AMARAJABAT | 638.6 | 637 | 638.55 | 626.15 | 630 | 622,584 | 3,937.49 | 22,677 | 168,602 | 27.08 |
2022-02-04 | AMBER | 3,888.05 | 3,850 | 3,870 | 3,601 | 3,642.65 | 221,684 | 8,354.01 | 28,347 | 64,847 | 29.25 |
2022-02-04 | AMBICAAGAR | 37.65 | 38 | 39.7 | 36.85 | 37.7 | 189,794 | 72.1 | 1,357 | 87,830 | 46.279999 |
2022-02-04 | AMBIKCO | 2,301.95 | 2,480 | 2,762.3 | 2,451 | 2,739.2 | 612,315 | 16,079.16 | 60,513 | 158,404 | 25.870001 |
2022-02-04 | AMBUJACEM | 381.9 | 383 | 384.9 | 378 | 380.4 | 5,637,748 | 21,569.1 | 75,719 | 3,959,499 | 70.230003 |
2022-02-04 | AMDIND | 51.6 | 52 | 53.85 | 49.7 | 50.2 | 157,589 | 81.1 | 1,089 | 63,065 | 40.02 |
2022-02-04 | AMIORG | 1,015.8 | 1,024.6 | 1,027 | 1,016 | 1,020.2 | 82,229 | 839.41 | 4,305 | 54,213 | 65.93 |
2022-02-04 | AMJLAND | 33.6 | 34 | 34 | 33.3 | 33.65 | 22,274 | 7.5 | 126 | 17,979 | 80.720001 |
2022-02-04 | AMRUTANJAN | 833.45 | 837 | 837.35 | 826.5 | 830.85 | 17,101 | 142.09 | 2,353 | 10,050 | 58.77 |
2022-02-04 | ANANDRATHI | 587 | 588 | 590.05 | 574 | 587.5 | 66,736 | 388.74 | 2,719 | 31,688 | 47.48 |
2022-02-04 | ANANTRAJ | 78.65 | 79 | 79.4 | 77.5 | 77.7 | 316,820 | 247.08 | 1,928 | 216,193 | 68.239998 |
2022-02-04 | ANDHRACEMT | 16.5 | 16.55 | 16.75 | 16.05 | 16.2 | 437,487 | 71.93 | 1,504 | 267,254 | 61.09 |
2022-02-04 | ANDHRAPAP | 232.9 | 235.5 | 236.4 | 228.25 | 230.3 | 37,239 | 86.15 | 2,257 | 21,981 | 59.029999 |
2022-02-04 | ANDHRSUGAR | 162.15 | 162.2 | 171.05 | 161.7 | 163.9 | 1,623,893 | 2,704.17 | 17,686 | 491,019 | 30.24 |
2022-02-04 | ANDREWYU | 25.75 | 25.95 | 26.2 | 25.7 | 25.8 | 144,673 | 37.57 | 725 | 83,548 | 57.75 |
2022-02-04 | ANGELONE | 1,402.9 | 1,400 | 1,407.2 | 1,380 | 1,384.25 | 205,000 | 2,856.61 | 12,765 | 98,281 | 47.939999 |
2022-02-04 | ANIKINDS | 36.15 | 36.6 | 37.45 | 35.75 | 36.65 | 50,058 | 18.34 | 364 | 25,900 | 51.740002 |
2022-02-04 | ANKITMETAL | 13.85 | 14.5 | 14.5 | 14.5 | 14.5 | 199,781 | 28.97 | 220 | null | null |
2022-02-04 | ANMOL | 208.15 | 210.3 | 211.75 | 210 | 210.65 | 138,224 | 291.47 | 1,641 | 60,752 | 43.950001 |
2022-02-04 | ANSALAPI | 15.65 | 16.25 | 16.4 | 15.9 | 16.4 | 514,483 | 84.11 | 390 | 314,220 | 61.07 |
2022-02-04 | ANSALHSG | 9.6 | 10.05 | 10.05 | 9.4 | 9.65 | 166,633 | 16.37 | 328 | null | null |
2022-02-04 | ANTGRAPHIC | 2.8 | 2.7 | 2.75 | 2.7 | 2.7 | 2,761,022 | 74.55 | 2,054 | null | null |
2022-02-04 | ANUP | 934.45 | 944 | 944 | 922.05 | 924.95 | 7,304 | 67.99 | 1,150 | 4,365 | 59.759998 |
End of preview.
NIFTY ALL STOCK dataset
NIFTY 50, NIFTY BANK, NIFTY 500, RELIANCE, ZOMATO all equity dataset
Dataset Info
- Source: Kaggle
- Original Size: 37.14 MB
- Kaggle Downloads: 5,141
- Files: 503
Files
1_bhavcopy.csv1_meta.csv3MINDIA.csvAARTIDRUGS.csvAARTIIND.csvAAVAS.csvABB.csvABBOTINDIA.csvABCAPITAL.csvABFRL.csvACC.csvADANIENT.csvADANIGREEN.csvADANIPORTS.csvADANITRANS.csvADVENZYMES.csvAEGISCHEM.csvAFFLE.csvAIAENG.csvAJANTPHARM.csvALEMBICLTD.csvALKEM.csvALKYLAMINE.csvALOKINDS.csvAMARAJABAT.csvAMBER.csvAMBUJACEM.csvANGELONE.csvANURAS.csvAPLAPOLLO.csvAPLLTD.csvAPOLLOHOSP.csvAPOLLOTYRE.csvASAHIINDIA.csvASHOKA.csvASHOKLEY.csvASIANPAINT.csvASTERDM.csvASTRAL.csvASTRAZEN.csvATGL.csvATUL.csvAUBANK.csvAUROPHARMA.csvAVANTIFEED.csvAXISBANK.csvBAJAJ-AUTO.csvBAJAJCON.csvBAJAJELEC.csvBAJAJFINSV.csvBAJAJHLDNG.csvBAJFINANCE.csvBALAMINES.csvBALKRISIND.csvBALRAMCHIN.csvBANDHANBNK.csvBANKBARODA.csvBANKINDIA.csvBASF.csvBATAINDIA.csvBAYERCROP.csvBBTC.csvBDL.csvBEL.csvBEML.csvBERGEPAINT.csvBHARATFORG.csvBHARATRAS.csvBHARTIARTL.csvBHEL.csvBIOCON.csvBIRLACORPN.csvBLUEDART.csvBLUESTARCO.csvBOSCHLTD.csvBPCL.csvBRIGADE.csvBRITANNIA.csvBSE.csvBSOFT.csvBURGERKING.csvCADILAHC.csvCAMS.csvCANBK.csvCANFINHOME.csvCAPLIPOINT.csvCARBORUNIV.csvCASTROLIND.csvCCL.csvCDSL.csvCEATLTD.csvCENTRALBK.csvCENTURYPLY.csvCENTURYTEX.csvCERA.csvCESC.csvCGCL.csvCGPOWER.csvCHALET.csvCHAMBLFERT.csvCHOLAFIN.csvCHOLAHLDNG.csvCIPLA.csvCOALINDIA.csvCOCHINSHIP.csvCOFORGE.csvCOLPAL.csvCONCOR.csvCOROMANDEL.csvCREDITACC.csvCRISIL.csvCROMPTON.csvCSBBANK.csvCUB.csvCUMMINSIND.csvCYIENT.csvDABUR.csvDALBHARAT.csvDBL.csvDCBBANK.csv- `DCMSHRI
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