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The BB3RSIStrategy is a trading strategy that uses Bollinger Bands and the Relative Strength Index (RSI) indicators to generate buy and sell signals. Here's a brief description of what the strategy does:
populate_indicators: This function adds several technical analysis (TA) indicators to the given DataFrame. It calculates the RSI and Bollinger Bands (lower band, middle band, and upper band) based on the closing prices of the asset.
It also calculates the percentage of the close price within the Bollinger Bands range (bb_percent) and the width of the Bollinger Bands (bb_width).
populate_buy_trend: This function populates the "buy" column in the DataFrame based on the TA indicators.
It generates a buy signal when the close price is below the lower Bollinger Band and the RSI is less than or equal to 31. populate_sell_trend: This function populates the "sell" column in the DataFrame based on the TA indicators. It generates a sell signal when the close price is above the middle Bollinger Band and the RSI is greater than or equal to 61. The strategy aims to capture potential buying opportunities when the price is near the lower Bollinger Band and the RSI indicates oversold conditions. It also aims to capture potential selling opportunities when the price is near the upper Bollinger Band and the RSI indicates overbought conditions. Please note that there is commented out code related to obtaining the best bid and ask prices from an order book, which is currently not active in the strategy.
It also calculates the percentage of the close price within the Bollinger Bands range (bb_percent) and the width of the Bollinger Bands (bb_width).
populate_buy_trend: This function populates the "buy" column in the DataFrame based on the TA indicators.
It generates a buy signal when the close price is below the lower Bollinger Band and the RSI is less than or equal to 31. populate_sell_trend: This function populates the "sell" column in the DataFrame based on the TA indicators. It generates a sell signal when the close price is above the middle Bollinger Band and the RSI is greater than or equal to 61. The strategy aims to capture potential buying opportunities when the price is near the lower Bollinger Band and the RSI indicates oversold conditions. It also aims to capture potential selling opportunities when the price is near the upper Bollinger Band and the RSI indicates overbought conditions. Please note that there is commented out code related to obtaining the best bid and ask prices from an order book, which is currently not active in the strategy.
startup_candle_count : 20 rsi: 1.606% bb_lowerband: -0.050% bb_middleband: -0.009% bb_upperband: 0.029% bb_percent: 2.787% bb_width: 2.432%
stoploss: -0.301 timeframe: 1h hash(sha256): 689738d5f1a5d3487b721c938d1459fe5024b0f1bb395882da2287fee28bed68 indicators: bids upper mid lower asks bb_width bb_middleband rsi close bb_upperband bb_lowerband bb_percent best_ask best_bid
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last change: 2023-09-30 06:35:31