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The BBL3H1RSIStrategy is a trading strategy that uses technical analysis (TA) indicators to generate buy and sell signals. Here's a brief description of what the strategy does:
populate_indicators: This method adds several TA indicators to the given DataFrame, including RSI (Relative Strength Index), Bollinger Bands with a window of 20 and 3 standard deviations (bb_lowerband3), and Bollinger Bands with a window of 20 and 1 standard deviation (bb_upperband1). The indicators are calculated based on the DataFrame's data.
populate_buy_trend: This method populates the buy signal for the DataFrame.
It checks if the closing price is below the lower Bollinger Band (bb_lowerband3) and if the RSI is less than or equal to 30.
If both conditions are met, it sets the 'buy' column of the DataFrame to 1, indicating a buy signal. populate_sell_trend: This method populates the sell signal for the DataFrame. It checks if the closing price is above the upper Bollinger Band (bb_upperband1). If this condition is met, it sets the 'sell' column of the DataFrame to 1, indicating a sell signal. Overall, the strategy combines the use of Bollinger Bands and RSI to identify potential buying opportunities when the price is below the lower Bollinger Band and the RSI is low, and potential selling opportunities when the price is above the upper Bollinger Band.
populate_buy_trend: This method populates the buy signal for the DataFrame.
It checks if the closing price is below the lower Bollinger Band (bb_lowerband3) and if the RSI is less than or equal to 30.
If both conditions are met, it sets the 'buy' column of the DataFrame to 1, indicating a buy signal. populate_sell_trend: This method populates the sell signal for the DataFrame. It checks if the closing price is above the upper Bollinger Band (bb_upperband1). If this condition is met, it sets the 'sell' column of the DataFrame to 1, indicating a sell signal. Overall, the strategy combines the use of Bollinger Bands and RSI to identify potential buying opportunities when the price is below the lower Bollinger Band and the RSI is low, and potential selling opportunities when the price is above the upper Bollinger Band.
startup_candle_count : 20 rsi: 1.606% bb_lowerband3: -0.050% bb_upperband1: 0.004%
stoploss: -0.263 timeframe: 1h hash(sha256): d755d9f2f40d682567bd15edba06529619233945a9be051edc6932aa5cef1648 indicators: upper CDLDRAGONFLYDOJI CDLGRAVESTONEDOJI close CDLSPINNINGTOP bb_percent bb_lowerband CDL3WHITESOLDIERS kc_middleband sma10 high bb_upperband1 fisher_rsi_norma cci bb_lowerband3 ha_high adx aroonosc ema50 minus_dm plus_dm CDLHANGINGMAN aroondown CDLEVENINGDOJISTAR plus_di ha_open slowk macdsignal fastk_rsi minus_di roc lower rsi sma3 sine kc_percent wbb_upperband htsine tema wbb_lowerband uo mfi ema5 kc_width macdhist CDLHAMMER htleadsine CDLEVENINGSTAR sma100 ema10 best_ask sar wbb_width CDL3OU
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last change: 2023-07-01 22:12:53