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The SupertrendStrategy is a trading strategy that utilizes various technical analysis (TA) indicators to generate buy and sell signals. Here is a brief description of what the strategy does:
populate_indicators(): This function adds several TA indicators to the given DataFrame, including:
Stochastic RSI (stoch_rsi)
Exponential Moving Average (ema90)
Supertrend indicators with different parameters (supertrend_1, supertrend_2, supertrend_3) and their corresponding directional values (supertrend_direction_1, supertrend_direction_2, supertrend_direction_3)
populate_buy_trend(): Based on the TA indicators, this function populates the buy signal for the DataFrame. The buy signal is generated when the following conditions are met:
The sum of supertrend directional values is greater than or equal to 1
Stochastic RSI is below a certain threshold (self.buy_stoch_rsi.value)
The closing price is above the 90-day Exponential Moving Average (ema90)
The volume is greater than 0
populate_sell_trend(): Similar to the buy signal, this function populates the sell signal for the DataFrame.
The sell signal is generated when the following conditions are met: The sum of supertrend directional values is less than 1 Stochastic RSI is above a certain threshold (self.sell_stoch_rsi.value) The volume is greater than 0 Overall, the SupertrendStrategy combines multiple TA indicators to identify potential buying and selling opportunities based on the market conditions.
The sell signal is generated when the following conditions are met: The sum of supertrend directional values is less than 1 Stochastic RSI is above a certain threshold (self.sell_stoch_rsi.value) The volume is greater than 0 Overall, the SupertrendStrategy combines multiple TA indicators to identify potential buying and selling opportunities based on the market conditions.
startup_candle_count : 90 stoch_rsi: 0.989% supertrend_1: 0.014% supertrend_2: 0.018% supertrend_3: -5.902% supertrend_direction_3: -200.000%
stoploss: -0.99 timeframe: 1h hash(sha256): 8b39ab2f256898d62a73d8ac44ad39d827ad22c8083e6a9509a78295f3d2a090 indicators: high stoch_rsi ema90 supertrend_1 volume close supertrend_direction_1 supertrend_2 supertrend_direction_3 low supertrend_direction_2 supertrend_3
No similar strategies found. (based on used indicators)
last change: 2023-07-01 19:55:34