Sports

A Friendly Introduction to FPL Analytics

In this post, I tried to summarize the basics about using analytical tools and methods for Fantasy Premier League (FPL). There is certainly more out there than I can cover, but I hope this will help newcomers to understand what analytics is and how it can help you enjoy FPL more. Similar ideas can be applied to other fantasy sports games as well. …

Continue reading

Reflections from my first FPL season

If you ask any Fantasy Premier League (FPL) player on Twitter about what word has been beaten to death last season, they’d likely respond with “optimal”. I must admit that I played a part in starting or fuelling more than my fair share of these discussions… There are optimal ways to play FPL. — Sertalp B. Çay …

Continue reading

Rocket League as a Sports Analytics Sandbox

Taking a serious interest in sports analytics was probably the best thing I did during the pandemic. Not only is it fun to play with and analyze, but it’s also easy to make connections with ongoing events while also providing you with a broader understanding of the sports. There are, however, a few roadblocks. Reaching to the data, especially …

Continue reading

Using Optimization Modeling for Expected Threat

If you know little about football analytics, I can safely assume that you have heard of expected goals (xG). For those who don’t know, xG is a metric showing the probability of a shot to be successful with the information we have, such as position, body part, and defender positions.1 Another of such metrics is expected assists (xA) which can …

Continue reading