Meta stock price for past 10 years. Following technical indicators added.
- Date: This column represents the date for which the data is recorded.
- Open: The opening price of a stock on a particular trading day.
- High: The highest price at which a stock traded during the trading day.
- Low: The lowest price at which a stock traded during the trading day.
- Close: The closing price of a stock on a particular trading day. This is the final price at which the stock is valued for the day.
- Volume: The number of shares or contracts traded in a security or an entire market during a given period, usually one trading day.
- RSI_7: 7-day Relative Strength Index. It's a momentum indicator measuring the magnitude of recent price changes to evaluate overbought or oversold conditions in the price of a stock.
- RSI_14: 14-day Relative Strength Index. Similar to RSI_7 but calculated over 14 days.
- CCI_7: 7-day Commodity Channel Index. It’s a technical indicator that measures the difference between the current price and the historical average price. When calculated over 7 days, it gives short-term trends.
- CCI_14: 14-day Commodity Channel Index. Like CCI_7, but over 14 days for more medium-term trends.
- SMA_50: 50-day Simple Moving Average. It averages the closing prices of a stock over the past 50 days.
- EMA_50: 50-day Exponential Moving Average. Similar to SMA_50, but gives more weight to recent prices, making it more responsive to new information.
- SMA_100: 100-day Simple Moving Average. It averages the closing prices over the past 100 days.
- EMA_100: 100-day Exponential Moving Average. Like SMA_100, but more responsive to recent price changes.
- MACD: Moving Average Convergence Divergence. This indicator shows the relationship between two moving averages of a stock’s price.
- Bollinger: Bollinger Bands. A type of price envelope developed by John Bollinger.
- TrueRange: Typically used in calculating the Average True Range (ATR), it is a measure of volatility that considers the range between the high, low, and previous close of a stock.
- ATR_7: 7-day Average True Range. It measures market volatility by decomposing the entire range of a stock for that period.
- ATR_14: 14-day Average True Range. Similar to ATR_7, but calculated over 14 days.
Target
Next_Day_Close: Represents the closing price of the stock for the next day. It is useful for predictive models trying to forecast future prices.