Visualizing the NBA’s Trend Toward Positionless Basketball

The NBA has transitioned into a somewhat positionless sport. As the years have gone by, more and more teams have continued to employ lineups that don’t contain centers, or utilize point forwards that guard the paint but facilitate the offense. Players have been thought of less and less as “shooting guards” or “power forwards” and more and more as “wings” or “bigs”. We wanted to visualize this massive change in play style by using data science methods to compare the play style of the current NBA to that of the NBA in the 1980s. Through unsupervised learning, we were able to see how the clustering of player data by position has changed over time, and what that says about how the play style of the league has evolved.

Continue reading “Visualizing the NBA’s Trend Toward Positionless Basketball”

Atlantic Division Preview: Last Year’s – and Potentially This Year’s – NBA Champs

Welcome to the sixth of the Corner Three 2019-2020 NBA division-by-division season previews. In each of these previews, we use RJ Garcia’s player-by-player ratings (based on on/off metrics and career trajectory) and per-game minutes projections (taking into account potential minutes lost to injury) to project overall team quality for the upcoming season. RJ and Derek Reifer also provide their own analyses and commentary to provide any context and additional insights.

Continue reading “Atlantic Division Preview: Last Year’s – and Potentially This Year’s – NBA Champs”

Pacific Division Season Preview: Not Just the Battle of LA

Welcome to the third of the Corner Three 2019-2020 NBA division-by-division season previews. In each of these previews, we use RJ Garcia’s player-by-player ratings (based on on/off metrics and career trajectory) and per-game minutes projections (taking into account potential minutes lost to injury) to project overall team quality for the upcoming season. RJ and Derek Reifer also provide their own analyses and commentary to provide any context and additional insights.

Continue reading “Pacific Division Season Preview: Not Just the Battle of LA”

Who, Why, and In How Long: Round 2 of the NBA Playoffs (West)

With some help from my co-host RJ Garcia, we already broke down round 1 and round 2 in the East. Now, the bracket is finally complete, as the Warriors finished off the Clippers and the Nuggets survived the Spurs. How do we see things shaking out?

Continue reading “Who, Why, and In How Long: Round 2 of the NBA Playoffs (West)”

Who, Why, and In How Long: Round 1 of the NBA Playoffs

After a long wait, it’s finally here, and we had to do a quick breakdown of each of the 1st round matchups. Arya vs. Daenerys could be a doozy, and Bran vs. Jaime has all kinds of history…

Oh yeah, the NBA Playoffs are here too. I guess I’ll break those down too, with some help from my co-host RJ Garcia.

Continue reading “Who, Why, and In How Long: Round 1 of the NBA Playoffs”

What is Anthony Davis Worth?

It’s official: Anthony Davis has requested a trade.

One of the consensus top-5 players in the NBA changing teams, especially with still a year and a half left on his contract, has the potential to make huge waves within the NBA. Could he team up with LeBron James on the Lakers? Could he go to the East and shift the power balance between the conferences? Anything is possible at this point, as it’s likely 29 GMs are currently awake, coffee in hand (except for Danny Ainge), constructing packages for the Pelicans’ big man.

Continue reading “What is Anthony Davis Worth?”

Kawow: The Kawhi Leonard Trade Saga Begins

It’s official. After months of drama and speculation, Kawhi Leonard reportedly wants out of San Antonio.

Continue reading “Kawow: The Kawhi Leonard Trade Saga Begins”