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The MFIStrategy is a trading strategy that utilizes several technical analysis (TA) indicators to generate buy and sell signals. Here's a breakdown of what the strategy does:
The populate_indicators function takes a DataFrame containing exchange data and adds various TA indicators to it. The indicators used in this strategy are:
MFI (Money Flow Index): Calculates the MFI indicator using the high, low, close, and volume data over a 14-period window.
RV (Relative Volume): Calculates the relative volume indicator by comparing the current volume with the maximum volume over a rolling 14-period window.
SMA (Simple Moving Average): Calculates the 5-period and 34-period SMA indicators.
The strategy then determines the buy signal based on the indicators: If the MFI is less than or equal to 20 and the RV is greater than 20, a buy signal is generated. The buy signal is indicated by setting the 'buy' column to 1 in the DataFrame. Similarly, the strategy determines the sell signal based on the indicators: If the MFI is greater than or equal to 80 and the RV is greater than 80, a sell signal is generated. The sell signal is indicated by setting the 'sell' column to 1 in the DataFrame. The strategy aims to identify potential buying opportunities when the MFI is low and the volume is relatively high, and selling opportunities when the MFI is high and the volume is relatively low.
RV (Relative Volume): Calculates the relative volume indicator by comparing the current volume with the maximum volume over a rolling 14-period window.
SMA (Simple Moving Average): Calculates the 5-period and 34-period SMA indicators.
The strategy then determines the buy signal based on the indicators: If the MFI is less than or equal to 20 and the RV is greater than 20, a buy signal is generated. The buy signal is indicated by setting the 'buy' column to 1 in the DataFrame. Similarly, the strategy determines the sell signal based on the indicators: If the MFI is greater than or equal to 80 and the RV is greater than 80, a sell signal is generated. The sell signal is indicated by setting the 'sell' column to 1 in the DataFrame. The strategy aims to identify potential buying opportunities when the MFI is low and the volume is relatively high, and selling opportunities when the MFI is high and the volume is relatively low.
startup_candle_count : 14 Recursive Analysis found no issues while using 14 startup_candle_count
stoploss: -1 timeframe: 1h hash(sha256): a8bb9680f10e07bb6a8ad27c9ff33fad40a7adce1f77d76e582d89d225bff92e indicators: high sma5 bids volume sma34 signal asks close rv mfi low best_ask best_bid
No similar strategies found. (based on used indicators)
last change: 2023-06-24 10:47:39