...Therefore, I developed a cryptocurrency prediction tool, which mainly collects information about the coins that need to be queried through the software, such as candlestick, long short ratio of large investors, net inflow of funds, and other parameters. Finally, the XGBoost algorithm is used to vote for the rise or fall results. This software is for reference only and does not provide any investment guidance. I do not assume any consequences