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Strategy: default_strategy_41
Downloaded: 20220116
Stoploss: -0.1
The DefaultStrategy class is a trading strategy that uses various technical analysis (TA) indicators to generate buy and sell signals. Here is a breakdown of what the strategy does: populate_indicators function: Calculates and adds several TA indicators to the given DataFrame, including: Average Directional Index (ADX) Moving Average Convergence Divergence (MACD) Minus Directional Indicator (MINUS_DI) Plus Directional Indicator (PLUS_DI) Relative Strength Index (RSI) Stochastic Fast Indicator (STOCHF) Bollinger Bands (BB) Exponential Moving Average (EMA) Returns the DataFrame with all the mandatory indicators. populate_buy_trend function: Uses the populated indicators to determine buy signals based on specific conditions: RSI is less than 35 Stochastic Fast Indicator (fastd) is less than 35 ADX is greater than 30 Plus Directional Indicator (plus_di) is greater than 0.5 OR ADX is greater than 65 Plus Directional Indicator (plus_di) is greater than 0.5 Sets the 'buy' column in the DataFrame to 1 for the identified buy signals.

Returns the DataFrame with the 'buy' column.

populate_sell_trend function: Uses the populated indicators to determine sell signals based on specific conditions: RSI crosses above 70 Stochastic Fast Indicator (fastd) crosses above 70 ADX is greater than 10 Minus Directional Indicator (minus_di) is greater than 0 OR ADX is greater than 70 Minus Directional Indicator (minus_di) is greater than 0.5 Sets the 'sell' column in the DataFrame to 1 for the identified sell signals.

Returns the DataFrame with the 'sell' column. Overall, the strategy aims to generate buy signals when certain indicators suggest a favorable market condition, and sell signals when certain indicators suggest a bearish or overbought market condition. The specific conditions for buy and sell signals can be customized and adjusted based on the trader's preferences.

stoploss: -0.1
timeframe: 5m
hash(sha256): b8b9c6c0d9531487fc9489983ad6074ef6648a349e4cca6fd0cb8db666b18306
indicators:
macdsignal upper adx minus_di lower
mid fastk bb_middleband rsi macd
bb_lowerband bb_upperband plus_di fastd ema10
macdhist

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last change: 2024-01-24 18:58:46