Candlestick patterns have emerged as an integral component of technical analysis, garnering widespread recognition among traders for their invaluable insights. These graphical representations, depicting price movements within specific timeframes, have consistently contributed to traders' financial success. Given the paramount importance of technical analysis in trading, failing to grasp the potential of candlestick patterns as a profitable strategy...