The E0V1E strategy is a trading strategy that uses various indicators to make entry and exit decisions in the market. Here is a summary of what the strategy does:
Indicator Population: The strategy starts by populating several indicators on the provided DataFrame. These indicators include:
Simple Moving Average (SMA) with a time period of 15.

Commodity Channel Index (CTI) with a length of 20.

Relative Strength Index (RSI) with a time period of 14.

Fast RSI with a time period of 4. Slow RSI with a time period of 20. Exponential Moving Average (EMA) with time periods of 8 and 16. Elder's Force Index (EWO) with parameters 50 and 200. Stochastic FastD and FastK with parameters 5, 3, 0, 3, and 0. Bollinger Bands with a window of 20 and 2 standard deviations. Moving average width calculated as the difference between upper and lower Bollinger Bands divided by the middle Bollinger Band. 12-period and 24-period volume moving averages. Entry Trend Population: The strategy determines entry conditions based on the populated indicators. The following conditions are checked: EWO is above a certain threshold, and other conditions related to RSI, EMA, and close price are met. RSI and other conditions related to RSI, SMA, and CTI are met. Entry Long Decision: If any of the entry conditions are satisfied, the strategy sets the 'enter_long' flag to 1. Profit-Based Exit Decision: When calculating the profit on a trade, the strategy checks for specific conditions to trigger an exit: If the current profit is greater than or equal to 0.05, a small negative return (-0.005) is returned. If the profit is positive and the fastk indicator is above a certain threshold, a small negative return (-0.001) is returned. If the profit is positive and the RSI indicator is above 80, a small negative return (-0.001) is returned. If the profit is negative and the RSI indicator is above 90, a small negative return (-0.001) is returned. Otherwise, the strategy returns the defined stop loss value. Exit Trend Population: The strategy populates the exit_long and exit_tag columns with values indicating the end of a long position. Sell Deadfish Exit Decision: This exit decision occurs when specific conditions are met: If the profit is below a certain threshold. If the Bollinger Bands width is below a certain threshold. If the close price is above a certain factor multiplied by the middle Bollinger Band value. If the 12-period volume moving average is below a certain factor multiplied by the 24-period volume moving average. If these conditions are met, the strategy returns "sell_stoploss_deadfish" as the exit signal. That summarizes the functionality of the E0V1E strategy, including indicator population, entry trend determination, exit decisions based on profit and specific conditions, and exit trend population.

Commodity Channel Index (CTI) with a length of 20.

Relative Strength Index (RSI) with a time period of 14.

Fast RSI with a time period of 4. Slow RSI with a time period of 20. Exponential Moving Average (EMA) with time periods of 8 and 16. Elder's Force Index (EWO) with parameters 50 and 200. Stochastic FastD and FastK with parameters 5, 3, 0, 3, and 0. Bollinger Bands with a window of 20 and 2 standard deviations. Moving average width calculated as the difference between upper and lower Bollinger Bands divided by the middle Bollinger Band. 12-period and 24-period volume moving averages. Entry Trend Population: The strategy determines entry conditions based on the populated indicators. The following conditions are checked: EWO is above a certain threshold, and other conditions related to RSI, EMA, and close price are met. RSI and other conditions related to RSI, SMA, and CTI are met. Entry Long Decision: If any of the entry conditions are satisfied, the strategy sets the 'enter_long' flag to 1. Profit-Based Exit Decision: When calculating the profit on a trade, the strategy checks for specific conditions to trigger an exit: If the current profit is greater than or equal to 0.05, a small negative return (-0.005) is returned. If the profit is positive and the fastk indicator is above a certain threshold, a small negative return (-0.001) is returned. If the profit is positive and the RSI indicator is above 80, a small negative return (-0.001) is returned. If the profit is negative and the RSI indicator is above 90, a small negative return (-0.001) is returned. Otherwise, the strategy returns the defined stop loss value. Exit Trend Population: The strategy populates the exit_long and exit_tag columns with values indicating the end of a long position. Sell Deadfish Exit Decision: This exit decision occurs when specific conditions are met: If the profit is below a certain threshold. If the Bollinger Bands width is below a certain threshold. If the close price is above a certain factor multiplied by the middle Bollinger Band value. If the 12-period volume moving average is below a certain factor multiplied by the 24-period volume moving average. If these conditions are met, the strategy returns "sell_stoploss_deadfish" as the exit signal. That summarizes the functionality of the E0V1E strategy, including indicator population, entry trend determination, exit decisions based on profit and specific conditions, and exit trend population.

stoploss:-0.99timeframe:5mhash(sha256):a1912528ef22b5bc9e0098b58a9e9dbcca8864a221ecea4097ee58d435ae2722indicators:upper EWO close exit_long exit_tag volume_mean_12 fastk rsi_fast bb_middleband2 volume fastd sma_15 bb_upperband2 volume_mean_24 mid ema_8 ema_16 bb_width cti lower rsi_slow rsi low bb_lowerband2Similar Strategies:(based on used indicators)

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