Data Analytics A Blog and Portfolio

ATP Tennis Analysis, 2006 - 2015: Additional Questions and Thoughts for Future Analyses

Introduction This is the last post in a series covering an analysis of ATP (Association of Tennis Professionals) tennis matches between 2006 and 2015. You can find the first four posts in this series at the following links: ATP Tennis Analysis, 2006 - 2015: An Introduction and Data Cleaning. ATP Tennis Analysis, 2006 - 2015: Constructing... Read more

ATP Tennis Analysis, 2006 - 2015: What Makes the Greats so Great?

Introduction This the fourth post in a series covering an analysis of ATP (Association of Tennis Professionals) Tennis Matches between 2006 and 2015. You can find my previous posts in this series at the following links: ATP Tennis Analysis, 2006 - 2015: An Introduction and Data Cleaning. ATP Tennis Analysis, 2006 - 2015: Constructing Use... Read more

ATP Tennis Analysis, 2006 - 2015: Do Lefties have an Advantage?

Introduction This post is the third in a series covering an analysis of ATP (Association of Tennis Professionals) tennis matches during the 10-year span between 2006 and 2015. You can find the first two posts in this series at the following links: ATP Tennis Analysis, 2006 - 2015: An Introduction and Data Cleaning. ATP Tennis Analysis, 2... Read more

ATP Tennis Analysis, 2006 - 2015: Constructing Useful Data Frames

Introduction This post is the second in a series covering an analysis of ATP (Association of Tennis Professionals) tennis matches. My first post in this series covered an introduction to the data I would be working with, as well as some cleaning and organizing of the data. This post will cover how I constructed some more useful data structure... Read more

ATP Tennis Analysis, 2006 - 2015: An Introduction and Data Cleaning

Introduction This post will be the first in a short series covering an analysis of ATP (Association of Tennis Professionals) Tennis matches. Thanks to Jeff Sackmann, I was able to get my hands on a plethora of professional tennis data. In short, Jeff has player and match statistics on just about every ATP match going back to 1968. He has als... Read more