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Candlestick patterns are crucial tools in stock market analysis, providing visual cues about price movements and market sentiment. Originating from Japanese rice trading, candlestick charts reveal key data through their structure each candlestick representing a period's open, close, high, and low prices. Traders use these patterns to identify potential reversals or continuations of trends. Popular single patterns like the Doji, Hammer, and Shooting Star signal shifts in buying and selling pressure. By mastering these formations, investors gain deeper insights into market psychology, improving their ability to make informed trading decisions based on price action rather than just technical indicator