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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 15 new columns ({'confiance', 'date_analyse', 'company', 'titre', 'api_source', 'article_id', 'ajout_date', 'source', 'sentiment', 'poids', 'score_pondere', 'score_sentiment', 'url', 'date_publication', 'contenu'}) and 15 missing columns ({'MA_20', 'High', 'volume_MA_5', 'volatility_10d', 'daily_return', 'RSI_14', 'volume_ratio', 'target_3d', 'Low', 'Volume', 'date', 'Close', 'MA_5', 'MA_50', 'Open'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Projet4AIABoursiere/stock-market-data/articles_sentiment/AAPL.csv (at revision d0985ae758e8f2c03b0bcd710b2c337640d0bc43), [/tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/AAPL.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/AAPL.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/ALL_ACTIONS.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/ALL_ACTIONS.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/AMZN.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/AMZN.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/BTC-USD.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/BTC-USD.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/GOOGL.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/GOOGL.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/META.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/META.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/MSFT.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/MSFT.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/NVDA.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/NVDA.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/TSLA.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/TSLA.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/AAPL.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/AAPL.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/ALL_ARTICLES_MASTER.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/ALL_ARTICLES_MASTER.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/AMZN.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/AMZN.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/GOOGL.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/GOOGL.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/META.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/META.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/MSFT.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/MSFT.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/NVDA.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/NVDA.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/TSLA.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/TSLA.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 1800, 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 2321, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
article_id: string
symbol: string
company: string
date_publication: string
source: string
api_source: string
titre: string
contenu: string
score_sentiment: double
sentiment: string
confiance: double
poids: double
score_pondere: double
url: string
date_analyse: string
ajout_date: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2151
to
{'date': Value('string'), 'Open': Value('float64'), 'High': Value('float64'), 'Low': Value('float64'), 'Close': Value('float64'), 'Volume': Value('int64'), 'daily_return': Value('float64'), 'volatility_10d': Value('float64'), 'MA_5': Value('float64'), 'MA_20': Value('float64'), 'MA_50': Value('float64'), 'RSI_14': Value('float64'), 'volume_MA_5': Value('float64'), 'volume_ratio': Value('float64'), 'target_3d': Value('float64'), 'symbol': 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 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 882, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, 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 1802, 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 15 new columns ({'confiance', 'date_analyse', 'company', 'titre', 'api_source', 'article_id', 'ajout_date', 'source', 'sentiment', 'poids', 'score_pondere', 'score_sentiment', 'url', 'date_publication', 'contenu'}) and 15 missing columns ({'MA_20', 'High', 'volume_MA_5', 'volatility_10d', 'daily_return', 'RSI_14', 'volume_ratio', 'target_3d', 'Low', 'Volume', 'date', 'Close', 'MA_5', 'MA_50', 'Open'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Projet4AIABoursiere/stock-market-data/articles_sentiment/AAPL.csv (at revision d0985ae758e8f2c03b0bcd710b2c337640d0bc43), [/tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/AAPL.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/AAPL.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/ALL_ACTIONS.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/ALL_ACTIONS.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/AMZN.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/AMZN.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/BTC-USD.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/BTC-USD.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/GOOGL.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/GOOGL.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/META.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/META.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/MSFT.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/MSFT.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/NVDA.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/NVDA.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/TSLA.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/TSLA.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/AAPL.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/AAPL.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/ALL_ARTICLES_MASTER.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/ALL_ARTICLES_MASTER.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/AMZN.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/AMZN.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/GOOGL.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/GOOGL.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/META.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/META.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/MSFT.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/MSFT.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/NVDA.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/NVDA.csv), /tmp/hf-datasets-cache/medium/datasets/18705639830606-config-parquet-and-info-Projet4AIABoursiere-stock-936421cf/hub/datasets--Projet4AIABoursiere--stock-market-data/snapshots/d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/TSLA.csv (origin=hf://datasets/Projet4AIABoursiere/stock-market-data@d0985ae758e8f2c03b0bcd710b2c337640d0bc43/articles_sentiment/TSLA.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.
date string | Open float64 | High float64 | Low float64 | Close float64 | Volume int64 | daily_return float64 | volatility_10d float64 | MA_5 float64 | MA_20 float64 | MA_50 float64 | RSI_14 float64 | volume_MA_5 float64 | volume_ratio float64 | target_3d float64 | symbol string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2024-07-15 | 234.665113 | 235.409357 | 231.30113 | 232.601074 | 62,631,300 | 0.016743 | 0.014283 | 229.062433 | 217.453218 | 200.715993 | 79.813872 | 58,218,440 | 1.075798 | -0.043601 | AAPL |
2024-07-16 | 233.196449 | 234.456706 | 230.546942 | 233.017838 | 43,234,300 | 0.001792 | 0.012953 | 230.281009 | 218.56115 | 201.94696 | 79.577347 | 57,250,080 | 0.755183 | -0.044758 | AAPL |
2024-07-17 | 227.689061 | 229.683645 | 224.900629 | 227.123444 | 57,345,900 | -0.025296 | 0.016288 | 229.46731 | 219.166965 | 202.854906 | 67.255518 | 56,193,720 | 1.020504 | -0.021496 | AAPL |
2024-07-18 | 228.512679 | 228.671454 | 220.564158 | 222.459488 | 66,034,600 | -0.020535 | 0.017997 | 228.794507 | 219.657669 | 203.702672 | 60.256412 | 56,458,520 | 1.169613 | 0.003702 | AAPL |
2024-07-19 | 223.094597 | 225.059397 | 221.566407 | 222.588501 | 49,151,500 | 0.00058 | 0.016531 | 227.558069 | 220.383556 | 204.539343 | 64.948698 | 55,679,520 | 0.882757 | -0.025723 | AAPL |
2024-07-22 | 225.267807 | 226.031902 | 221.377893 | 222.241226 | 48,201,800 | -0.00156 | 0.01633 | 225.486099 | 221.200737 | 205.362328 | 59.010309 | 52,793,620 | 0.913023 | -0.028889 | AAPL |
2024-07-23 | 222.648039 | 225.198323 | 220.971007 | 223.283127 | 39,960,300 | 0.004688 | 0.016366 | 223.539157 | 222.037764 | 206.169883 | 56.313298 | 52,138,820 | 0.766421 | -0.031332 | AAPL |
2024-07-24 | 222.280881 | 223.074744 | 215.46361 | 216.862778 | 61,777,600 | -0.028754 | 0.016718 | 221.487024 | 222.507629 | 206.874236 | 46.477901 | 53,025,160 | 1.165062 | -0.001373 | AAPL |
2024-07-25 | 217.249782 | 219.15506 | 212.972862 | 215.820847 | 51,391,200 | -0.004805 | 0.015619 | 220.159296 | 222.718002 | 207.493645 | 38.650898 | 50,096,480 | 1.025845 | 0.006023 | AAPL |
2024-07-26 | 217.021527 | 217.805473 | 214.35217 | 216.287216 | 41,601,300 | 0.002161 | 0.014614 | 218.899039 | 222.909519 | 208.099558 | 37.019371 | 48,586,440 | 0.856233 | 0.018903 | AAPL |
2024-07-29 | 215.294919 | 217.616956 | 214.094198 | 216.565094 | 36,311,800 | 0.001285 | 0.012691 | 217.763812 | 223.287595 | 208.665581 | 36.042744 | 46,208,440 | 0.785826 | 0.00055 | AAPL |
2024-07-30 | 217.507795 | 218.639045 | 214.461349 | 217.120789 | 41,643,800 | 0.002566 | 0.012753 | 216.531345 | 223.389308 | 209.240336 | 28.93637 | 46,545,140 | 0.894697 | 0.004845 | AAPL |
2024-07-31 | 219.740508 | 222.102246 | 218.936726 | 220.375595 | 50,036,300 | 0.014991 | 0.012683 | 217.233908 | 223.479113 | 209.879592 | 41.293909 | 44,196,880 | 1.132123 | -0.057682 | AAPL |
2024-08-01 | 222.648028 | 222.757184 | 215.354446 | 216.684158 | 62,501,000 | -0.016751 | 0.012144 | 217.40657 | 223.320838 | 210.421798 | 31.133748 | 46,418,840 | 1.346458 | -0.050971 | AAPL |
2024-08-02 | 217.468096 | 223.868606 | 216.03916 | 218.172653 | 105,568,600 | 0.006869 | 0.012483 | 217.783658 | 222.999325 | 210.967776 | 25.701762 | 59,212,300 | 1.782883 | -0.045665 | AAPL |
2024-08-05 | 197.562045 | 211.861457 | 194.495764 | 207.663925 | 119,548,600 | -0.048167 | 0.019215 | 216.003424 | 222.078942 | 211.332356 | 18.134121 | 75,859,660 | 1.575918 | 0.019305 | AAPL |
2024-08-06 | 203.724407 | 208.378415 | 199.526874 | 205.639587 | 69,660,500 | -0.009748 | 0.018811 | 213.707184 | 221.014674 | 211.736232 | 20.088335 | 81,463,000 | 0.855118 | 0.043478 | AAPL |
2024-08-07 | 205.312113 | 212.000392 | 204.806033 | 208.209717 | 63,516,400 | 0.012498 | 0.018278 | 211.274008 | 219.865562 | 212.129987 | 28.931891 | 84,159,020 | 0.754719 | 0.037946 | AAPL |
2024-08-08 | 211.474466 | 212.556097 | 207.227314 | 211.672928 | 47,161,100 | 0.016633 | 0.019385 | 210.271762 | 219.158034 | 212.592808 | 35.30979 | 81,091,040 | 0.581582 | 0.038517 | AAPL |
2024-08-09 | 210.472203 | 215.116278 | 210.343196 | 214.580429 | 42,201,600 | 0.013736 | 0.019982 | 209.553317 | 218.448521 | 213.107825 | 40.354743 | 68,417,640 | 0.616823 | 0.026529 | AAPL |
2024-08-12 | 214.659934 | 218.077472 | 214.193 | 216.110397 | 38,028,100 | 0.00713 | 0.020129 | 211.242612 | 217.623987 | 213.633595 | 41.07888 | 52,113,540 | 0.729716 | 0.033053 | AAPL |
2024-08-13 | 217.580728 | 220.441938 | 217.580728 | 219.825989 | 44,155,300 | 0.017193 | 0.020856 | 214.079892 | 216.964394 | 214.214623 | 53.951361 | 47,012,500 | 0.939225 | 0.021603 | AAPL |
2024-08-14 | 219.130567 | 221.574505 | 218.266234 | 220.273056 | 41,960,600 | 0.002034 | 0.020316 | 216.49256 | 216.621875 | 214.769267 | 56.032606 | 42,701,340 | 0.982653 | 0.018807 | AAPL |
2024-08-15 | 223.134236 | 223.879342 | 221.306233 | 223.253448 | 46,414,000 | 0.01353 | 0.019768 | 218.808664 | 216.661573 | 215.377167 | 58.836979 | 42,551,920 | 1.090762 | 0.007966 | AAPL |
2024-08-16 | 222.458694 | 225.349707 | 222.190452 | 224.574799 | 44,340,200 | 0.005919 | 0.01975 | 220.807538 | 216.760888 | 215.981328 | 59.898616 | 42,979,640 | 1.031656 | 0.001548 | AAPL |
2024-08-19 | 224.246929 | 224.515171 | 221.584411 | 224.415817 | 40,687,800 | -0.000708 | 0.008654 | 222.468622 | 216.869617 | 216.609896 | 59.104674 | 43,511,580 | 0.935103 | -0.006021 | AAPL |
2024-08-20 | 224.296623 | 225.687481 | 223.978704 | 225.031784 | 30,299,000 | 0.002745 | 0.006459 | 223.509781 | 216.95705 | 217.202952 | 56.221 | 40,740,320 | 0.74371 | 0.001457 | AAPL |
2024-08-21 | 225.041728 | 226.492191 | 223.58132 | 224.922501 | 34,765,500 | -0.000486 | 0.006977 | 224.43967 | 217.360036 | 217.868645 | 62.172131 | 39,301,300 | 0.884589 | 0.003445 | AAPL |
2024-08-22 | 226.303417 | 226.84983 | 222.438804 | 223.064697 | 43,695,300 | -0.00826 | 0.007851 | 224.40192 | 217.722229 | 218.218735 | 57.149955 | 38,757,560 | 1.127401 | 0.015588 | AAPL |
2024-08-23 | 224.187342 | 226.730633 | 222.86602 | 225.359634 | 38,677,300 | 0.010288 | 0.007506 | 224.558887 | 218.17585 | 218.497232 | 84.034764 | 37,624,980 | 1.027969 | -0.001543 | AAPL |
2024-08-26 | 225.280146 | 225.796756 | 222.42888 | 225.697403 | 30,602,200 | 0.001499 | 0.007535 | 224.815204 | 218.632465 | 218.759265 | 91.25433 | 35,607,860 | 0.859423 | 0.011489 | AAPL |
2024-08-27 | 224.525119 | 227.356526 | 223.422362 | 226.54187 | 35,934,600 | 0.003742 | 0.006046 | 225.117221 | 219.103519 | 219.072918 | 90.586075 | 36,734,980 | 0.978212 | 0.004254 | AAPL |
2024-08-28 | 226.432578 | 228.359919 | 224.20719 | 225.011917 | 38,052,200 | -0.006754 | 0.006799 | 225.135104 | 219.335336 | 219.273013 | 82.296182 | 37,392,320 | 1.017647 | -0.016425 | AAPL |
2024-08-29 | 228.59838 | 231.399969 | 227.38634 | 228.29039 | 51,906,300 | 0.01457 | 0.006997 | 226.180243 | 219.915647 | 219.585913 | 82.608598 | 39,034,520 | 1.329754 | -0.038905 | AAPL |
2024-08-30 | 228.68776 | 228.896381 | 225.995439 | 227.505524 | 52,990,800 | -0.003438 | 0.007078 | 226.609421 | 220.382291 | 219.974608 | 78.098786 | 41,897,220 | 1.264781 | -0.028908 | AAPL |
2024-09-03 | 227.058471 | 227.505531 | 219.726628 | 221.316193 | 50,190,600 | -0.027205 | 0.0115 | 225.733179 | 221.064904 | 220.28298 | 53.275081 | 45,814,900 | 1.095508 | -0.008753 | AAPL |
2024-09-04 | 220.213418 | 220.33263 | 216.060689 | 219.408707 | 43,840,200 | -0.008619 | 0.011613 | 224.306546 | 221.75336 | 220.540302 | 48.21497 | 47,396,020 | 0.924976 | 0.000272 | AAPL |
2024-09-05 | 220.183636 | 224.008502 | 220.074353 | 220.928741 | 36,615,400 | 0.006928 | 0.011985 | 223.489911 | 222.389311 | 220.809568 | 44.890911 | 47,108,660 | 0.777254 | -0.010208 | AAPL |
2024-09-06 | 222.4885 | 223.77009 | 218.335786 | 219.378937 | 48,423,000 | -0.007015 | 0.011916 | 221.70762 | 222.774612 | 220.964879 | 38.694403 | 46,412,000 | 1.043329 | 0.008332 | AAPL |
2024-09-09 | 219.378929 | 219.825989 | 215.29575 | 219.468338 | 67,180,000 | 0.000408 | 0.011209 | 220.100183 | 223.019007 | 221.105108 | 39.202159 | 49,249,840 | 1.364065 | 0.00842 | AAPL |
2024-09-10 | 217.491332 | 220.034623 | 215.315622 | 218.673569 | 51,591,000 | -0.003621 | 0.011118 | 219.571658 | 223.147166 | 221.298508 | 36.230702 | 49,529,920 | 1.041613 | 0.010858 | AAPL |
2024-09-11 | 220.014743 | 221.634096 | 216.468034 | 221.206909 | 44,587,100 | 0.011585 | 0.011903 | 219.931299 | 223.216212 | 221.420916 | 42.718078 | 49,679,300 | 0.897499 | -0.028474 | AAPL |
2024-09-12 | 221.04795 | 222.091101 | 218.385448 | 221.316193 | 37,455,600 | 0.000494 | 0.011823 | 220.008789 | 223.268369 | 221.475649 | 46.321093 | 49,847,340 | 0.751406 | -0.026844 | AAPL |
2024-09-13 | 222.120912 | 222.577902 | 220.461812 | 221.047958 | 36,766,600 | -0.001212 | 0.010393 | 220.342593 | 223.158094 | 221.499615 | 40.08227 | 47,516,060 | 0.773772 | -0.008135 | AAPL |
2024-09-16 | 215.12686 | 215.802431 | 212.523963 | 214.90831 | 59,357,400 | -0.027775 | 0.012988 | 219.430588 | 222.67477 | 221.305723 | 30.411314 | 45,951,540 | 1.291739 | 0.058016 | AAPL |
2024-09-17 | 214.342023 | 215.484512 | 213.10018 | 215.375229 | 45,519,300 | 0.002173 | 0.010676 | 218.77092 | 222.22274 | 221.091796 | 29.444024 | 44,737,200 | 1.017482 | 0.052632 | AAPL |
2024-09-18 | 216.130263 | 221.256593 | 216.120319 | 219.249771 | 59,894,900 | 0.01799 | 0.01223 | 218.379492 | 221.93364 | 220.938293 | 40.235681 | 47,798,760 | 1.253064 | 0.026191 | AAPL |
2024-09-19 | 223.521705 | 228.320186 | 223.164054 | 227.376373 | 66,781,300 | 0.037065 | 0.016936 | 219.591528 | 222.056333 | 220.861981 | 48.669719 | 53,663,900 | 1.244436 | -0.006554 | AAPL |
2024-09-20 | 228.469208 | 231.568841 | 226.134538 | 226.710754 | 318,679,900 | -0.002927 | 0.016715 | 220.724088 | 222.238636 | 220.879726 | 48.839245 | 110,046,560 | 2.895864 | -0.008019 | AAPL |
2024-09-23 | 225.856368 | 227.952598 | 224.336354 | 224.99205 | 54,146,000 | -0.007581 | 0.017062 | 222.740836 | 222.220257 | 220.804153 | 56.174925 | 109,004,280 | 0.496733 | 0.004636 | AAPL |
2024-09-24 | 227.157815 | 227.853259 | 224.256873 | 225.886169 | 43,556,100 | 0.003974 | 0.016922 | 224.843024 | 222.229695 | 220.669855 | 61.264752 | 108,611,640 | 0.401026 | 0.001847 | AAPL |
2024-09-25 | 223.46211 | 225.80671 | 222.558061 | 224.892715 | 42,308,700 | -0.004398 | 0.016816 | 225.971613 | 222.147237 | 220.507353 | 57.022236 | 105,094,400 | 0.402578 | 0.029288 | AAPL |
2024-09-26 | 225.816637 | 227.008802 | 223.938971 | 226.035202 | 36,636,700 | 0.00508 | 0.016839 | 225.703378 | 222.198402 | 220.485588 | 61.964331 | 99,065,480 | 0.369823 | -0.005758 | AAPL |
2024-09-27 | 226.969062 | 228.022142 | 225.816628 | 226.303421 | 34,026,000 | 0.001187 | 0.016802 | 225.621912 | 222.099053 | 220.562467 | 62.207275 | 42,134,700 | 0.807553 | -0.004434 | AAPL |
2024-09-30 | 228.538757 | 231.479446 | 228.151302 | 231.479446 | 54,541,900 | 0.022872 | 0.014082 | 226.919391 | 222.297749 | 220.740286 | 69.776075 | 42,213,880 | 1.292037 | -0.031459 | AAPL |
2024-10-01 | 228.022146 | 228.151287 | 222.279868 | 224.733749 | 63,285,000 | -0.029142 | 0.018268 | 226.688907 | 222.468627 | 220.790136 | 54.819463 | 46,159,660 | 1.371002 | 0.002608 | AAPL |
2024-10-02 | 224.415827 | 225.886164 | 221.564562 | 225.300018 | 32,880,600 | 0.00252 | 0.017635 | 226.770367 | 222.763193 | 220.830474 | 55.376785 | 44,274,040 | 0.742661 | -0.022445 | AAPL |
2024-10-03 | 223.670726 | 225.329825 | 221.862611 | 224.197266 | 34,044,200 | -0.004895 | 0.012967 | 226.40278 | 222.926619 | 220.977164 | 54.156836 | 43,755,540 | 0.778055 | 0.000443 | AAPL |
2024-10-04 | 226.412713 | 226.512066 | 222.667327 | 225.319901 | 37,245,100 | 0.005007 | 0.013101 | 226.206076 | 223.223667 | 221.167145 | 65.840398 | 44,399,360 | 0.838866 | 0.012081 | AAPL |
2024-10-07 | 223.034915 | 224.217152 | 219.885604 | 220.243256 | 39,505,400 | -0.022531 | 0.014744 | 223.958838 | 223.262413 | 221.246266 | 56.495245 | 41,392,060 | 0.95442 | 0.033154 | AAPL |
2024-10-08 | 222.836223 | 224.505252 | 221.793072 | 224.296631 | 31,855,700 | 0.018404 | 0.016046 | 223.871414 | 223.543566 | 221.400896 | 56.701874 | 35,106,200 | 0.90741 | 0.007884 | AAPL |
2024-10-09 | 223.760122 | 228.250628 | 223.362739 | 228.041992 | 33,591,100 | 0.016698 | 0.016856 | 224.419809 | 223.88532 | 221.61932 | 51.000288 | 35,248,300 | 0.952985 | 0.007668 | AAPL |
2024-10-10 | 226.293486 | 228.002262 | 225.687466 | 227.545258 | 28,183,500 | -0.002178 | 0.016842 | 225.089407 | 224.196774 | 221.762714 | 51.260484 | 34,076,160 | 0.827074 | 0.021001 | AAPL |
2024-10-11 | 227.803582 | 227.912865 | 225.856366 | 226.065002 | 31,759,200 | -0.006505 | 0.016997 | 225.238428 | 224.447626 | 221.950331 | 51.632411 | 32,978,980 | 0.963013 | 0.018589 | AAPL |
2024-10-14 | 227.207489 | 230.217714 | 227.108151 | 229.790527 | 39,882,100 | 0.01648 | 0.016141 | 227.147882 | 225.191737 | 222.182688 | 55.468988 | 33,054,320 | 1.206562 | 0.003675 | AAPL |
2024-10-15 | 232.085459 | 235.940143 | 230.853546 | 232.323898 | 64,751,400 | 0.011025 | 0.012931 | 228.753336 | 226.03917 | 222.675887 | 59.978666 | 39,633,460 | 1.633756 | 0.004918 | AAPL |
2024-10-16 | 230.088562 | 230.605157 | 228.340038 | 230.26738 | 34,082,200 | -0.008852 | 0.013505 | 229.198413 | 226.590051 | 223.168443 | 55.546849 | 39,731,680 | 0.857809 | 0.020278 | AAPL |
2024-10-17 | 231.90664 | 232.323913 | 229.015642 | 230.634995 | 32,993,800 | 0.001596 | 0.013277 | 229.81636 | 226.752982 | 223.616949 | 55.662368 | 40,693,740 | 0.810783 | 0.015981 | AAPL |
2024-10-18 | 234.638662 | 234.638662 | 232.482825 | 233.46637 | 46,431,500 | 0.012276 | 0.013599 | 231.296634 | 227.090762 | 224.052818 | 52.766984 | 43,628,200 | 1.064254 | -0.018042 | AAPL |
2024-10-21 | 232.919956 | 235.304302 | 232.919956 | 234.936707 | 36,254,500 | 0.006298 | 0.010019 | 232.32587 | 227.587995 | 224.459943 | 66.655839 | 42,902,680 | 0.84504 | -0.024991 | AAPL |
2024-10-22 | 232.36361 | 234.678406 | 231.082036 | 234.320755 | 38,846,600 | -0.002622 | 0.009438 | 232.725241 | 228.009724 | 224.82415 | 64.702073 | 37,721,720 | 1.02982 | -0.018867 | AAPL |
2024-10-23 | 232.5524 | 233.60548 | 226.273637 | 229.254059 | 52,287,000 | -0.021623 | 0.011462 | 232.522577 | 228.227792 | 225.012712 | 57.298562 | 41,362,680 | 1.264111 | 0.01144 | AAPL |
2024-10-24 | 228.479146 | 229.313676 | 226.9194 | 229.065308 | 31,109,500 | -0.000823 | 0.011434 | 232.20864 | 228.379297 | 225.188557 | 55.555581 | 40,985,820 | 0.759031 | 0.013445 | AAPL |
2024-10-25 | 228.240726 | 231.698012 | 228.071837 | 229.899826 | 38,802,300 | 0.003643 | 0.011168 | 231.495331 | 228.559117 | 225.321484 | 66.38574 | 39,459,980 | 0.983333 | -0.005661 | AAPL |
2024-10-28 | 231.797351 | 233.198138 | 231.032372 | 231.876816 | 36,087,100 | 0.008599 | 0.010253 | 230.883353 | 228.578986 | 225.467525 | 63.837505 | 39,426,500 | 0.915301 | -0.032091 | AAPL |
2024-10-29 | 231.578808 | 232.800777 | 230.8039 | 232.145081 | 35,417,200 | 0.001157 | 0.009632 | 230.448218 | 228.949552 | 225.62211 | 58.579235 | 38,740,620 | 0.914214 | -0.046048 | AAPL |
2024-10-30 | 231.091972 | 231.94636 | 228.051944 | 228.598358 | 47,070,900 | -0.015278 | 0.010464 | 230.317078 | 229.114469 | 225.693441 | 51.95287 | 37,697,400 | 1.248651 | -0.035159 | AAPL |
2024-10-31 | 227.843339 | 228.330147 | 223.899245 | 224.43573 | 64,370,100 | -0.018209 | 0.011777 | 229.391162 | 229.126392 | 225.683706 | 47.252053 | 44,349,520 | 1.451427 | -0.010889 | AAPL |
2024-11-01 | 219.52792 | 223.87934 | 218.832491 | 221.455261 | 65,276,700 | -0.01328 | 0.010918 | 227.702249 | 228.93316 | 225.651517 | 35.579228 | 49,644,400 | 1.314885 | -0.000852 | AAPL |
2024-11-04 | 219.547809 | 221.33605 | 218.276164 | 220.561142 | 44,944,500 | -0.004037 | 0.010171 | 225.439114 | 228.949055 | 225.555547 | 28.425635 | 51,415,880 | 0.874137 | 0.024638 | AAPL |
2024-11-05 | 220.352534 | 222.488497 | 219.696838 | 221.99176 | 28,111,300 | 0.006486 | 0.010912 | 223.40845 | 228.833811 | 225.481435 | 34.464798 | 49,954,700 | 0.562736 | 0.016826 | AAPL |
2024-11-06 | 221.157212 | 224.594638 | 219.746481 | 221.266495 | 54,561,100 | -0.003267 | 0.009292 | 221.942078 | 228.495036 | 225.375927 | 32.646238 | 51,452,740 | 1.060412 | 0.007887 | AAPL |
2024-11-07 | 223.164046 | 226.392836 | 223.10444 | 225.995438 | 42,137,700 | 0.021372 | 0.012199 | 222.254019 | 228.417545 | 225.395598 | 37.070161 | 47,006,260 | 0.896427 | -0.013202 | AAPL |
2024-11-08 | 225.935795 | 227.417705 | 225.179929 | 225.726944 | 38,328,800 | -0.001188 | 0.012077 | 223.108356 | 228.400642 | 225.344329 | 33.368934 | 41,616,680 | 0.920996 | -0.008107 | AAPL |
2024-11-11 | 223.777555 | 224.473749 | 220.296571 | 223.011734 | 42,005,600 | -0.012029 | 0.01187 | 223.598474 | 228.061703 | 225.254453 | 31.017291 | 41,028,900 | 1.023805 | 0.017794 | AAPL |
2024-11-12 | 223.330003 | 224.364346 | 222.146466 | 223.011734 | 40,398,300 | 0 | 0.011822 | 223.802469 | 227.596095 | 225.288364 | 37.374446 | 43,486,300 | 0.928989 | 0.003434 | AAPL |
2024-11-13 | 222.792942 | 225.418598 | 221.549733 | 223.896912 | 48,566,200 | 0.003969 | 0.011328 | 224.328552 | 227.277571 | 225.378128 | 39.832965 | 42,287,320 | 1.148481 | 0.012882 | AAPL |
2024-11-14 | 223.797461 | 227.626534 | 223.777565 | 226.980072 | 44,923,900 | 0.01377 | 0.010748 | 224.525479 | 227.094825 | 225.499154 | 44.723221 | 42,844,560 | 1.048532 | 0.000263 | AAPL |
2024-11-15 | 225.169945 | 225.687124 | 223.051528 | 223.777557 | 47,923,700 | -0.014109 | 0.010875 | 224.135602 | 226.610384 | 225.587127 | 35.983361 | 44,763,540 | 1.070597 | 0.017778 | AAPL |
2024-11-18 | 224.026204 | 228.491815 | 223.946637 | 226.781158 | 44,633,700 | 0.013422 | 0.01135 | 224.889487 | 226.202607 | 225.733383 | 41.520006 | 45,289,160 | 0.985527 | 0.002193 | AAPL |
2024-11-19 | 225.746809 | 228.90954 | 225.428555 | 227.039749 | 36,211,800 | 0.00114 | 0.011285 | 225.69509 | 225.838557 | 225.900707 | 47.250043 | 44,451,860 | 0.81463 | 0.006965 | AAPL |
2024-11-20 | 226.820934 | 228.680769 | 224.662725 | 227.755829 | 35,169,600 | 0.003154 | 0.011114 | 226.466873 | 225.763645 | 226.031685 | 56.668943 | 41,772,540 | 0.841931 | 0.0169 | AAPL |
2024-11-21 | 227.636487 | 228.909532 | 224.483712 | 227.278442 | 42,108,300 | -0.002096 | 0.009084 | 226.526547 | 225.674302 | 226.15093 | 63.004465 | 41,209,420 | 1.021812 | 0.028619 | AAPL |
2024-11-22 | 226.820945 | 229.466497 | 226.820945 | 228.621109 | 38,168,300 | 0.005908 | 0.009205 | 227.495258 | 225.610366 | 226.302393 | 67.646182 | 39,258,340 | 0.972234 | 0.022012 | AAPL |
2024-11-25 | 230.20247 | 231.982738 | 228.491813 | 231.604797 | 90,152,800 | 0.013051 | 0.00856 | 228.459985 | 225.596765 | 226.636323 | 69.706295 | 48,362,160 | 1.864119 | 0.019152 | AAPL |
2024-11-26 | 232.062332 | 234.290167 | 232.062332 | 233.782928 | 45,986,200 | 0.009405 | 0.00861 | 229.808621 | 225.678658 | 227.004477 | 74.215691 | 50,317,040 | 0.913929 | 0.019272 | AAPL |
2024-11-27 | 233.196118 | 234.409491 | 232.5397 | 233.65361 | 33,498,400 | -0.000553 | 0.008774 | 230.988177 | 225.93142 | 227.292554 | 68.024303 | 49,982,800 | 0.670199 | 0.032861 | AAPL |
2024-11-29 | 233.534275 | 236.517976 | 232.698843 | 236.040588 | 28,481,400 | 0.010216 | 0.008412 | 232.740607 | 226.511663 | 227.465838 | 72.073072 | 47,257,420 | 0.602686 | 0.023933 | AAPL |
2024-12-02 | 235.980897 | 239.481762 | 235.871494 | 238.288284 | 48,137,100 | 0.009522 | 0.005635 | 234.674042 | 227.353314 | 227.697389 | 83.362214 | 49,251,180 | 0.97738 | 0.0144 | AAPL |
2024-12-03 | 238.507099 | 241.441068 | 237.602039 | 241.331665 | 38,861,000 | 0.012772 | 0.005547 | 236.619415 | 228.39184 | 228.024181 | 85.314346 | 38,992,820 | 0.996619 | 0.000783 | AAPL |
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