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In addition, big data also helps bookmakers improve their marketing strategies and promotions. By collecting and analyzing player behavior, betting companies can create personalized marketing strategies, offering rewards, bonuses and promotions tailored to each specific player. This not only helps increase player satisfaction but also creates competition between bookmakers to attract new players and retain players for the long term.

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In addition to analyzing external factors, you should also pay attention to the performance of the teams. Sometimes, a team may not be in good form in some matches, but if you analyze carefully, you will notice that they are preparing for a more important match, which can change the outcome of the match. Constantly updating statistics on teams, players, and even historical factors of confrontations are also important in making accurate predictions.

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The odds for substitution bets range from 2:1 to 5:1， and vary depending on the coach's tactics and the match situation. Matches with tactical changes or changes in lineup will have high odds for the number of substitutions.