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Enhancing 49er's Predictions Through Data Analysis

Explore how historical team data, records, injuries, weather, and player positions impact game outcomes. Predict wins based on past records, rankings, and player statistics. Analyze historical Super Bowl data to determine the most successful team.

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Enhancing 49er's Predictions Through Data Analysis

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Presentation Transcript

  1. Data AnalysisGo 49er’s!

  2. How can we use data to help us better predict future events? • History of team vs. team • Records ( defensive, offensive, wins, losses, over one season, over Super Bowl history) • Injuries/Illness • Weather, location, setting • Specific positions that impact the game

  3. What types of events can we predict with our data? • Based on history and track record, who has the best win record (certain) • Rankings based on seasonal games, who will win a specific • Player data to predict who might have an advantage play by play • Setting might create a favorable event for the home team

  4. The “Winningest” Team • How can we look at the historical Superbowl Data to find which team has the best win record? • Write ratio of wins to games played • Change to decimals and then percents • Compare percentages (win record)

  5. What else can we analyze?

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