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