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MONEYBALL INMONEYBALL IN
FOOTBALLFOOTBALL
PREDICTING FUTURPREDICTING FUTUR
RECIPES FOR BETTERRECIPES FOR BETTER
RESULTSRESULTS
Cem Şengezer
MONEYBALL APPROACHMONEYBALL APPROACH
 Conceptual Model:
 Model for finding opportunities & risks
 Model for recipes:
 avoid from risks,
 monetize opportunities
 Realize your biases
 Narrow down your goals
 Specific actionable data to achieve those goals
Modeling for predictionModeling for prediction
 GOAL: How data can help you to predict ?
 Every club use data but the trick is in modeling
 You can do predictions if you have good models
 Data modeling can help you to win even if you
have limited resources.
 Constantly reinvent
 It is not a competitive advantage when everyone
does it
 You need to create «unique advantage» with
modeling
Team examplesTeam examples
 We developed our models for predictions
 You will see real examples of predictions
LEICESTER CITYLEICESTER CITY
 Bar graphic: Team’s monthly performance
 Every team has limit: horizontal lines
 Performance downturn when bars are highly over horizontal lines
 Performance upturn when bars are highly under horizontal lines
If you predict turning pointsIf you predict turning points
 We developed predictive models to forecast
turning points:
 If you can forecast turning points you can manage
more effectively your team (playing 11).
 Effective management => more winning results
=>more revenues
 Sponsorship
 Partnership
 Broadcasting
 Player selling
We have recipes for yourWe have recipes for your
problemsproblems
 Feel free to contact with me about recipes
 For your players
 For your team
 Answer examples for your questions
 Team will be in downturn in 2-4 matches
 You should replace your A, B players with C, D players to slow
/stop this downturn
 Team will be in upturn in 3-5 matches
 You should replace your A, B players with C, D players to
accelerate /fast this upturn
 Your team is @risky region: very volatile results because of
D,E players
 You should replace them with…..
CONTACTCONTACT
 cem@momentumdanismanlik.com

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Predicting futur with moneyball methods

  • 1. MONEYBALL INMONEYBALL IN FOOTBALLFOOTBALL PREDICTING FUTURPREDICTING FUTUR RECIPES FOR BETTERRECIPES FOR BETTER RESULTSRESULTS Cem Şengezer
  • 2. MONEYBALL APPROACHMONEYBALL APPROACH  Conceptual Model:  Model for finding opportunities & risks  Model for recipes:  avoid from risks,  monetize opportunities  Realize your biases  Narrow down your goals  Specific actionable data to achieve those goals
  • 3. Modeling for predictionModeling for prediction  GOAL: How data can help you to predict ?  Every club use data but the trick is in modeling  You can do predictions if you have good models  Data modeling can help you to win even if you have limited resources.  Constantly reinvent  It is not a competitive advantage when everyone does it  You need to create «unique advantage» with modeling
  • 4. Team examplesTeam examples  We developed our models for predictions  You will see real examples of predictions
  • 5. LEICESTER CITYLEICESTER CITY  Bar graphic: Team’s monthly performance  Every team has limit: horizontal lines  Performance downturn when bars are highly over horizontal lines  Performance upturn when bars are highly under horizontal lines
  • 6. If you predict turning pointsIf you predict turning points  We developed predictive models to forecast turning points:  If you can forecast turning points you can manage more effectively your team (playing 11).  Effective management => more winning results =>more revenues  Sponsorship  Partnership  Broadcasting  Player selling
  • 7. We have recipes for yourWe have recipes for your problemsproblems  Feel free to contact with me about recipes  For your players  For your team  Answer examples for your questions  Team will be in downturn in 2-4 matches  You should replace your A, B players with C, D players to slow /stop this downturn  Team will be in upturn in 3-5 matches  You should replace your A, B players with C, D players to accelerate /fast this upturn  Your team is @risky region: very volatile results because of D,E players  You should replace them with…..