Apple_Stock_Price_Trends_(2014-2023)

This dataset contains Apple stock prices from 2014 to 2023, along with various technical indicators. It can be used for multi-class classification to predict the price trend for the next day based on these indicators.

**Target Variable**: Price trend for the next day:
- **bullish** (2): If price increases by more than 0.5%
- **neutral** (1): If price movement stays within -0.5% to +0.5% range
- **bearish** (0): If price falls by more than 0.5%

**Technical Indicators**:
- **SMA**: Simple Moving Average. Aids in determining if an asset price will continue or reverse a trend.
- **EMA**: Exponential Moving Average. Places more weight on recent data points.
- **RSI**: Relative Strength Index. Evaluates overvalued or undervalued conditions.
- **Bollinger Bands**: Indicates oversold or overbought conditions.
- **MACD**: Moving Average Convergence Divergence. Shows the relationship between two exponential moving averages.
- **CCI**: Commodity Channel Index. Measures the difference between the current price and the average price.
- **ATR**: Average True Range. Measures market volatility.