The MACD indicator is one of the powerful tools for investors in the cryptocurrency market. By deeply studying the performance of the MACD under different circumstances, and combining factors such as trading volume, coin price position, and overall market environment, investors can effectively recognize the manipulation of major players during the accumulation phase before a significant upward trend, and avoid being easily shaken out.