| --- |
| license: apache-2.0 |
| dataset_info: |
| features: |
| - name: Date |
| dtype: timestamp[ms] |
| - name: Open |
| dtype: float64 |
| - name: High |
| dtype: float64 |
| - name: Low |
| dtype: float64 |
| - name: Close |
| dtype: float64 |
| - name: Volume |
| dtype: float64 |
| - name: Dividends |
| dtype: float64 |
| - name: Stock Splits |
| dtype: float64 |
| - name: Ticker |
| dtype: large_string |
| splits: |
| - name: train |
| num_bytes: 405404053 |
| num_examples: 5385871 |
| download_size: 101258281 |
| dataset_size: 405404053 |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: data/train-* |
| task_categories: |
| - tabular-classification |
| - time-series-forecasting |
| - table-question-answering |
| language: |
| - en |
| tags: |
| - finance |
| - stock-market |
| - tabular |
| - time-series |
| - historical-data |
| pretty_name: stock pile |
| size_categories: |
| - 1M<n<10M |
| --- |
| |
| # Stock-pile |
|
|
| **Stock-pile** is a comprehensive financial dataset covering historical daily and weekly stock market performance for 750 of the world's richest companies—spanning from their founding/IPO dates up to the present day. |
|
|
| ## Dataset Overview |
|
|
| - **Entities Covered:** 750 world-leading companies by market cap & wealth. |
| - **Time Horizon:** Complete lifetime historical data (from founding/IPO date to present). |
| - **Frequencies Included:** Daily and Weekly aggregate records. |
| - **Total Records:** Over 5 Million rows (~101 MB in compressed Parquet format). |
|
|
| --- |
|
|
| ## Dataset Structure |
|
|
| The dataset contains standard OHLCV (Open, High, Low, Close, Volume) data alongside relevant corporate metadata. |
|
|
| ### Data Fields |
|
|
| | Column Name | Data Type | Description | |
| | :--- | :--- | :--- | |
| | `date` | `timestamp` | Trade date | |
| | `frequency` | `string` | Frequency interval (`daily` or `weekly`) | |
| | `open` | `float64` | Opening price | |
| | `high` | `float64` | Highest price during the period | |
| | `low` | `float64` | Lowest price during the period | |
| | `close` | `float64` | Closing price | |
| | `volume` | `int64` | Total trading volume | |
| | `Dividends` | `float64`| Total dividends | |
| | `Stock splits` | `float32` | Amount of spilt stocks | |
|
|
| --- |
|
|
| ## Quickstart & Usage |
|
|
| ### Loading with Datasets |
|
|
| ```python |
| import datasets |
| |
| dataset = datasets.load_dataset("helloadhavan/Stock-pile") |
| print(dataset) |
| ``` |
