• Understanding the role that each player have/had on court.
  • Keeping track of Lebron's points evolution and when he will become the All-Time points leader of the NBA.
  • Get insights from many basketball players and how they made/are making impact on the league.
  • Individual player statistics.
  • Find out what player has the most points, rebounds, steals etc.
  • Project for the Women In Sports Data Hackaton with Statsbomb 360 tracking data.
  • Scouting and Strategic player analysis
  • KMeans model to recommend similar and affordable players during trades and free agency season.
  • SVM model to predict if a player is a good passer.
  • Player and Team's passing and shooting charts.

Screen Shot 2021-11-30 at 15 42 40

  • Scouting Dashboard
  • Analysis to help General Managers, Coaches and Scouting professionals aqquire new palyers

Dashboard 5

  • KNN model to classifiy if a patient has Covid-19.
  • Multiple Linear Regression and Decision Tree models to select professionals who have more experience and skills in performing the intubation procedure on patients.
  • Logistic Regression and SVM models to help hire urgently the best doctors.
  • Naive Bayes model to classify the severity of Covid-19 from patients.
  • Storytelling on the biggest potencies of the Olympics and what makes them so powerful.
  • Figuring out why Brazil is not a potency at the Olympics.
  • Which factors most contribute to winning medals(Investment, number of athletes i.e)
  • Realising that the Paralympics contributes much more on winnimg medals, but having less recognition and visibility.

Publications

Center for Sports Analytics at Samford University

Can Harry Kane become the second All-time scorer of the EPL and surpass Wayne Rooney?

How Did Ronaldo’s Return to the Premier League Affect Manchester United’s Performance?How Did Ronaldo’s Return to the Premier League Affect Manchester United’s Performance?

Sports Brand Affinity Among Universities

Twitter Data Visualizations - @AnaBeaM241

Portfolio