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Market Makers, or Liquidity Providers, are crucial for maintaining a healthy and active cryptocurrency market. They facilitate buying and selling by providing both bid and ask prices, thereby narrowing the bid-ask spread. However, some market makers may manipulate the market by strategically placing orders to influence prices. The Optiver Realized Volatility Kaggle Challenge highlights the importance of understanding market makers in financial markets.

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Risk warning: Digital asset trading is an emerging industry with bright prospects, but it also comes with huge risks as it is a new market. The risk is especially high in leveraged trading since leverage magnifies profits and amplifies risks at the same time. Please make sure you have a thorough understanding of the industry, the leveraged trading models, and the rules of trading before opening a position. Additionally, we strongly recommend that you identify your risk tolerance and only accept the risks you are willing to take. All trading involves risks, so you must be cautious when entering the market.

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