metadata

language:
  - en
license: other
task_categories:
  - tabular-regression
features:
  - name: symbol
    dtype: string
  - name: date
    dtype: string
  - name: open
    dtype: float64
  - name: high
    dtype: float64
  - name: low
    dtype: float64
  - name: close
    dtype: float64
  - name: volume
    dtype: int64
  - name: adj_close
    dtype: float64
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dataset_info:
  features:
    - name: symbol
      dtype: string
    - name: date
      dtype: string
    - name: open
      dtype: float64
    - name: high
      dtype: float64
    - name: low
      dtype: float64
    - name: close
      dtype: float64
    - name: volume
      dtype: int64
    - name: adj_close
      dtype: float64
  splits:
    - name: train
      num_bytes: 1699889007
      num_examples: 24239949
  download_size: 836255775
  dataset_size: 1699889007
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*

Dataset Information

This dataset includes daily price data for various stocks.

Instruments Included

7000+ US Stocks

Dataset Columns

symbol: The symbol of the stock.
date: The date of the data.
open: The opening price of the stock.
high: The highest price of the stock.
low: The lowest price of the stock.
close: The closing price of the stock.
volume: The volume of the stock.
adj_close: The adjusted closing price of the stock.

Data Splits

The data is split into a training set.

Dataset Maintenance

The dataset is updated on a monthly basis by Papers With Backtest.