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--- |
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dataset_info: |
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features: |
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- name: Adj Close |
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dtype: float64 |
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- name: Close |
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dtype: float64 |
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|
- name: High |
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dtype: float64 |
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- name: Low |
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dtype: float64 |
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- name: Open |
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dtype: float64 |
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- name: Volume |
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dtype: int64 |
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- name: SMA_50 |
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dtype: float64 |
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- name: SMA_200 |
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dtype: float64 |
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- name: RSI |
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dtype: float64 |
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- name: Target |
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dtype: int64 |
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splits: |
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- name: train |
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num_bytes: 44560 |
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num_examples: 557 |
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download_size: 41341 |
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dataset_size: 44560 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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--- |
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# Yahoo Shares |
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This data set contains historical share information for the analysis and modelling of share price predictions. It can be used to train machine learning models that predict future share prices. All data was retrieved from the Yahoo Finance API. |
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## Content of the data record |
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| Column | Description | |
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|-------------|--------| |
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| Adj Close | Adjusted closing price | |
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| Close | Closing price | |
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| High | Highest price of the day | |
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| Low | Lowest price of the day | |
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| Open | Opening price | |
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| Volume | Trading Volume | |
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| SMA_50 | 50-day average | |
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| SMA_200 | 200-day moving average | |
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| RSI | Relative Strength Index | |
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| Target | Target value (0 or 1) for labelling buy and sell decisions | |
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## Utilisation |
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This data set is suitable for projects such as |
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- Time series analysis |
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- Prediction models for stock prices |
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- Classification of buy/sell signals |
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## Licence |
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The dataset is released for educational and research purposes only. Please cite the source if you use it in publications. |
