The ClucHAnix_BB_RPB_MOD strategy is a trading strategy that involves the following indicators and conditions:
Indicators:
Heikin-Ashi candles are calculated based on the provided dataframe, resulting in columns for open, close, high, and low prices. Exponential Moving Averages (EMA) with different time periods (8, 14, and 26) are calculated. Simple Moving Average (SMA) with a time period of 15 is calculated.
Relative Strength Index (RSI) is calculated with different time periods (4, 14, and 20).
Commodity Channel Index (CTI) is calculated using the close price with a length of 20.
Stochastic Fast Oscillator (STOCHF) is calculated with parameters (5, 3, 0, 3, 0). Average Directional Index (ADX) is calculated. Bollinger Bands are calculated with a window size of 40 and 2 standard deviations. Two sets of Bollinger Bands are calculated using different price calculations. Other derived columns are calculated, such as price deltas, Heikin-Ashi close deltas, and tail lengths. Additional indicators like EWO, Fisher Transform, Rate of Change Ratio, and informative pairs' data (BTC/USDT) are also included. Buy Conditions:
The strategy defines various conditions for initiating buy signals. Some key conditions include:
BTC safety check: Ensures the percentage change between BTC/USDT pairs in 1 day is greater than a specified threshold and volume is non-zero. Pump strength check: Checks if the strength of price pump is below a certain threshold. Lambo 1 and 2: Conditions involving exponential moving averages and RSI limits. Local uptrend: Checks for a local uptrend based on moving average differences, Bollinger Bands, and other factors. NFI 32: Conditions based on RSI, simple moving average, and CTI values. EWO 1 and low: Conditions based on RSI, EMA offsets, EWO values, and moving averages. COFI: Conditions based on EMA, Stochastic Fast Oscillator, and ADX values. Please note that this is a brief overview of the strategy, and the exact details and interactions between indicators and conditions may require further analysis.