Speculators in the futures market can regulate the market. Speculators play an important role in the futures market. Their trading activities provide liquidity to the market, increase market trading volume, and also provide risk hedging opportunities for all parties involved in the transaction. Therefore, speculators are to a certain extent one of the important factors in market rationalization and optimization.