The NFI5MOHO_WIP strategy is a trading strategy that involves backtesting multiple conditions to determine buy signals in the market. Here's a breakdown of the important parts of the strategy:
The populate_indicators function is responsible for calculating various indicators based on the provided dataframe and metadata. It merges the informative 1-hour indicators with the normal timeframe indicators.
The populate_buy_trend function determines the buy conditions for the strategy.
It checks multiple conditions using boolean expressions.
Here's a summary of some of the conditions:
Condition 1: It checks for conditions related to moving averages (EMA and SMA), safe dips, safe pumps, relative strength index (RSI), and money flow index (MFI). Condition 2: It checks for conditions related to moving averages, safe pumps, volume, RSI, and Bollinger Bands. Condition 3: It checks for conditions related to price, moving averages, safe pumps, Bollinger Bands, and volume. Condition 4: It checks for conditions related to moving averages, safe dips, safe pumps, Bollinger Bands, and volume. Condition 5: It checks for conditions related to moving averages, safe dips, safe pumps, exponential moving averages (EMA), and volume. Condition 6: It checks for conditions related to moving averages, safe dips, safe pumps, exponential moving averages, and volume. Condition 7: It checks for conditions related to moving averages, safe dips, safe pumps, volume, exponential moving averages, and RSI. Condition 8: It checks for conditions related to moving averages, safe dips, safe pumps, RSI, volume, and price. Condition 9: It checks for conditions related to moving averages, safe dips, safe pumps, volume, exponential moving averages, RSI, and MFI. Condition 10: It checks for conditions related to moving averages, safe dips, safe pumps, volume, exponential moving averages, and RSI. Condition 11: It checks for conditions related to moving averages, safe dips, safe pumps, volume, and price. The strategy evaluates these conditions and determines buy signals based on the criteria met by the market data.