Baselight

Meta Stock Price Technical Indicators (10 Years)

Meta stock price for the past 10 years along with technical indicators

@kaggle.aspillai_meta_stock_price_technical_indicators_10_years

About this Dataset

Meta Stock Price Technical Indicators (10 Years)

Meta stock price for past 10 years. Following technical indicators added.

  1. Date: This column represents the date for which the data is recorded.
  2. Open: The opening price of a stock on a particular trading day.
  3. High: The highest price at which a stock traded during the trading day.
  4. Low: The lowest price at which a stock traded during the trading day.
  5. 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.
  6. Volume: The number of shares or contracts traded in a security or an entire market during a given period, usually one trading day.
  7. 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.
  8. RSI_14: 14-day Relative Strength Index. Similar to RSI_7 but calculated over 14 days.
  9. 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.
  10. CCI_14: 14-day Commodity Channel Index. Like CCI_7, but over 14 days for more medium-term trends.
  11. SMA_50: 50-day Simple Moving Average. It averages the closing prices of a stock over the past 50 days.
  12. 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.
  13. SMA_100: 100-day Simple Moving Average. It averages the closing prices over the past 100 days.
  14. EMA_100: 100-day Exponential Moving Average. Like SMA_100, but more responsive to recent price changes.
  15. MACD: Moving Average Convergence Divergence. This indicator shows the relationship between two moving averages of a stock’s price.
  16. Bollinger: Bollinger Bands. A type of price envelope developed by John Bollinger.
  17. 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.
  18. ATR_7: 7-day Average True Range. It measures market volatility by decomposing the entire range of a stock for that period.
  19. 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.

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