Baseball data projects that have led to blog entries.
https://lucaskellydataportfolio.weebly.com/the-pick-off
| Post Title | Topic | Link to Post | Link to Notebook |
|---|---|---|---|
| Evaluating the Arm of Marcell Ozuna | Statistics | The Pick Off, Fangraphs | Notebook |
| Higher Launch Angle, More HBP? | Correlation | The Pick Off | Notebook |
| Machine Learning Our Way to the Gold Glove | Machine Learning | The Pick Off, Fangraphs | Notebook |
| The Day Zack Greinke Needed a Robo Umpire, Or Did He? | PitchF/X | The Pick Off | Notebook |
| How Much Did Scherzer Change from Game 1 to Game 7? | Statistics | The Pick Off | Notebook 1, Notebook 2 |
| An Example of a Pandas Merge Using Baseball Data | Dataframes, Pandas | Data Science Blog | Notebook |
| What is a Groundball Pitcher? | Statistics, Pitch Types | The Pick Off | Notebook |
| Release Point Standard Deviation from Center | Statistics, Pitch-level Data | The Pick Off | Notebook |
| The Case for Punting in Fantasy Baseball | Monte Carlo | FanGraphs | Notebook |
| Using xwOBA in the Shallows | Data Munging | FanGraphs | Notebook |