The NBA commonly uses five positions to group players: point guard, shooting guard, small forward, power forward, and center. However, today's NBA is becoming increasingly position-less. Instead, teams care more about the specific skills and tendencies of players when making lineups. This has led to the need to create new grouping for players. One way … Continue reading Generating NBA Archetypes Using K-Means Clustering
The Eastern Conference Finals between the Celtics and Heat has been a tightly contested series, with each game being unpredictable. In Game 7, the game that would decide which team faces the Warriors in the Finals, the Heat found themselves down just 2 points with less than 30 seconds left in the game. Marcus Smart … Continue reading Did Jimmy Butler Take the Right Shot?
The NBA Playoffs have begun and there are several teams that can win the championship. As of April 21, there are 6 teams with at least a 5% chance of winning the championship according to 538.com's NBA predictions. After years of shortcomings in the playoffs and a slow start to tis year's season, I think … Continue reading Why the Celtics Will Win the NBA Finals
The Final Four for 2022 is set: Kansas, Villanova, Duke, and North Carolina will have the chance to win the NCAA tournament. Kansas and Villanova play each other first on Saturday, followed by a historic Duke-North Carolina matchup for the rights to play in the national championship, which will take place on Monday, April 4. … Continue reading Final Four Preview: Which Teams Will Win?
The 2022 NCAA Men's Basketball Tournament begins tomorrow with the Round of 64 kicking off. This tournament will span 3 weeks, eliminate 63 teams, and crown one national champion after a season of hard work. Using my college basketball model, I have found some likely upsets, underrated and overrated teams, and the most likely final … Continue reading 2022 March Madness Preview: Upsets, Cinderellas, and Final Four Predictions
One of the hardest tasks for NBA defenses are to guard All-Star type point guards. Players like Trae Young, Luka Doncic, Chris Paul, and Kyrie Irving give defenses fits every night by being a threat to pull up, drive, or pass for the open shot. However, like all other players, these versatile playmakers can be … Continue reading How to Guard the NBA’s Best Players
Player defense has been one of the hardest elements to quantify in basketball since the rise of analytics. The box score stats for player defense are limited to steals, blocks, and defensive rebounds, with no context for the number of shots defended and how many turnovers a player actually forced. However, recent tracking statistics have … Continue reading Tracking Defensive Plus Minus: Ranking the NBA’s Best Defenders
Most of NBA analysis is pointed towards offense. Popular stats like points, assists, turnovers, and shooting efficiency all evaluate offensive ability, while defensive stats are often neglected. However, a great defense can lead a team to a deep playoff run: in the last 5 seasons, 64% of the teams with a top 5 regular season … Continue reading The Keys to a Successful NBA Defense
The 2020-21 NBA season has concluded, and it's time to look towards the upcoming offseason. The first major event in the offseason is always the NBA Draft, where college and international players are selected by teams looking to improve their roster. Most of the attention is focused towards the top few selections, where the worst … Continue reading 3 And D: The Best Two-Way Players in the 2021 NBA Draft
On draft night in 2018, the Phoenix Suns picked Deandre Ayton with first overall, making the former Arizona Wildcats center their new franchise cornerstone in addition to Devin Booker. However, just two picks later, the Dallas Mavericks picked Luka Doncic 3rd overall. Doncic went on to win Rookie of the Year in 2019. The very … Continue reading How Deandre Ayton Went From Disappointment to Domination
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