UCLA, Kentucky and Florida State Pace This Year’s Trend of Elite Offenses

Posted by Will Ezekowitz on January 20th, 2017

Between Malik Monk’s dunks, Lonzo Ball’s passes, West Virginia’s presses and barrages of Creighton’s threes, college basketball feels like it has gotten more exciting this year. Play has definitely gotten faster, as this tweet from Synergy Sports about the rise of transition offense in 2016-17 suggests.

This season isn’t necessarily all that much faster — possessions across the sport have only dropped 0.2 seconds per trip (from an average of 17.3 seconds to 17.1 seconds), and transition attempts are only up 0.7% — but that doesn’t mean at the tail end certain teams aren’t playing faster. Let’s take a deeper dive into several of the brand names on their list, with an eye on whether they can keep up their prolific transition offenses through the rest of this season.

Kentucky: 25.7 Transition PPG (all data from hoop-math.com)

Malik Monk is a Holy Terror in Transition (USA Today Images)

  • Who They Are: Ranked second nationally in offensive efficiency, these Wildcats might be the most efficient team John Calipari has ever coached. Ranked ninth nationally in tempo, they are definitely the fastest. Kentucky has attempted 38.2 percent of its initial field goals in transition, a mark that ranks fourth in the country and is well higher than its 26.7 percent mark a season ago.
  • How They Do It: Kentucky attempts 21.5 percent of its initial field goals in transition after an opponent’s miss, which ranks first nationally. The Wildcats also live at the rim, attempting 54 percent of their transition shots from close range (no rankings exist for this, but it’s very high) and making 75 percent of those attempts. The one questionable area is that they are not very good at shooting in transition, though, with a 29 percent conversion rate on transition threes the lone weakness in a sterling transition game.

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Does Non-Conference Scheduling Matter?

Posted by Will Ezekowitz on January 5th, 2017

As we transition into the first full week of the conference season, commentators and pundits alike will be heard discussing how the toughness of a team’s non-conference schedule prepared them for the rigors of conference play. There is a long held prevailing belief in college basketball circles that a difficult non-conference schedule forces teams to improve on the fly. The premise is that those teams, having faced several opponents of equal or better acumen, are better prepared — “battle-tested,” if you will — for the early weeks of conference play. We can call this the Long Beach State Theory, as Don Monson’s team has ranked among the nation’s top five in non-conference strength of schedule (per KenPom), since 2010. Clearly he believes that a tough schedule in November and December readies the 49ers for Big West play. But is it really true?

Dan Monson Clearly Believes in a Tough Non-Conference Schedule (USA Today Images)

Dan Monson Clearly Believes in a Tough Non-Conference Schedule (USA Today Images)

In order to test this assumption, KenPom helpfully ranks the difficulty of every team’s non-conference slate. If the teams with the most difficult non-conference schedules consistently see their overall ratings rise during conference play, then we will know that those teams have improved over time relative to the rest of college basketball. We limited our sample to mid-majors exclusively, for the simple reason that it’s easier to gauge actual improvement over time from the middle of the national pack (e.g., Montana playing the 14th-toughest non-conference schedule last season and raising its KenPom rating by 35 spots during conference play). In reviewing the last six years of teams finishing among the top 40 non-conference schedules, 150 mid-majors qualified for our analysis.

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Which is Easier to Maintain: Offense or Defense?

Posted by William Ezekowitz on December 27th, 2016

There are certain teams you can count on to have specific strengths seemingly every college basketball season. The high-flying athletes of North Carolina, Duke and Kentucky will score in bunches, while the rigid defensive systems of Virginia and Louisville will keep their opponents offensively flummoxed. The coaches in nearly every instance are who get credit for this year-to-year consistency, but which skill is more reliable? Is it easier to be a really good offensive team every year or a really good defensive one? In order to find out, we turned to KenPom’s offensive and defensive efficiency ratings to actually determine if the same teams — or, more accurately, the same coaches — always finish at the top of their respective area of strength. We defined this as being among the top 25 offensive or defensive efficiency teams for five years in a row. Here are the results.

Every year, it seems like Roy Williams has a fleet of athletes ready to score points at a breakneck pace. (Photo: USA Today Sports)

Every year, it seems like Roy Williams has a fleet of athletes ready to score points at a breakneck pace. (Photo: USA Today Sports)

Offensive Efficiency (Top 25)

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Defensive Efficiency (Top 25)

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Florida’s Mike White and Wisconsin’s Greg Gard are only second-year coaches at their programs, but both have already shown such an aptitude for defensively-effective basketball that it seems appropriate to include them. With or without those two, though, it seems that it is much easier to produce a great defense year in and year out than it is for offense.

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Does Great Continuity Really Equate to Early Season Success?

Posted by William Ezekowitz on November 28th, 2016

Every season pundits and commentators often gush about the importance of team continuity and experience. The teams who return the most players, the thinking goes, are those that will transition most seamlessly into the new season. The teams that are integrating a bunch of new freshmen and transfers, by contrast, aren’t as likely to play up to their full potential before the new year. But is this maxim, repeated by so many inside the game, actually true? Is there data to support it?

The Champs Return 67.3 percent of Their Minutes This Season (USA Today Images)

The Champs Return 67.3% of Their Minutes This Season, 27th Nationally (USA Today Images)

KenPom recently developed a new statistic called minutes continuity, which measures “what percentage of a team’s minutes are played by the same player from last season to this season.” This allows us to analyze whether teams with greater continuity overachieve at the beginning of the season and teams with lesser continuity underachieve. While it is possible that most any preseason ranking mechanism (including KenPom) would already account for player continuity, any positive effect would most likely be exhibited in the first half of the season. The teams with more continuity would benefit earlier while the teams with less continuity would catch up as the season wears on. To determine if this is true, we examined team performance versus preseason expectation in two groups (based on Pomeroy’s list (paywall)): the 40 teams with the most continuity, and the 40 teams with the least continuity.

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Projecting Five Breakout Players

Posted by Will Ezekowitz on November 17th, 2016

Grayson Allen, Dillon Brooks, Josh Hart, Josh Jackson. Everyone already knows the studs of the game, the Preseason All-Americans, the incoming superstars. But by the end of the season, there are going to be several more names for you to know as a number of players will force themselves into national relevance. Using Sports Illustrated writer Luke Winn’s annual breakout players column as a starting point, here is an incomplete list of who five of those players might be.

  • Kelan Martin, SF, Junior, Butler — With Roosevelt Jones and Kellen Dunham no longer enrolled at Butler, this is now Martin’s team. Last year the 6’7″, 220-lb wing displayed an improved outside shot and enough quickness to get to the rim, registering eye-popping totals like a 35-point outburst against Georgetown. Martin also rebounds well for his position, registering five double-doubles in Big East play last year. He is now the undisputed first option for head coach Chris Holtmann, and stands to see his usage and scoring increase accordingly. Winn, as a matter of fact, projects Martin to lead the Big East in points per game this year. Butler hasn’t had a player with Martin’s all-around dynamism since Gordon Hayward from 2008-10, and he is reason alone to tune into the Bulldogs’ games this year.
It is now Kelan Martin's show at Butler. (USA TODAY Sports)

It is now Kelan Martin’s show at Butler. (USA TODAY Sports)

  • Jawun Evans, PG, Sophomore, Oklahoma State — Evans missed the final 10 games of Big 12 play last year with a shoulder injury, but before he was hurt the freshman showed why he was underrated as the 33rd-ranked prospect in his class. His season high of 42 points against Oklahoma was the pinnacle, but Evans consistently scored throughout his 22-game season, hitting for double figures 15 times. He was far from one-dimensional, though, as his 41.9 percent assist rate was good for fourth nationally and he managed 4.4 rebounds per game despite his diminutive stature. All of this makes the sophomore a prime candidate to explode in his sophomore campaign (spoiler alert: it’s already started) and perhaps prove to be the most complete player in the Big 12 by the end of the year.

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On the Predictive Power of Top 10 Rankings…

Posted by Will Ezekowitz on November 8th, 2016

The college basketball season is right around the corner, but all we have to amuse ourselves until tip-off this Friday night are the myriad published projections and preseason polls. I am a big fan of preseason polls, and have written extensively in the past about both their predictive power and their biases. This year I decided to focus on the preseason and postseason top 10s (note that only the USA Today/Coaches Poll publishes its final poll after the NCAA Tournament has completed). I was curious if there was any continuity between the two and the corresponding likelihood of a team finishing in the postseason top 10 given their inclusion in the preseason top 10.

Duke is Back in the Top 10, But the Blue Devils Didn't Finish There Last Season. Does it Matter? (USA Today Images)

Duke is Back in the Top 10, But the Blue Devils Didn’t Finish There Last Season. Does it Matter? (USA Today Images)

First, a quick note about each poll. A natural first instinct is to dismiss the preseason Top 25 as little more than idle speculation, but it has proven over time to be a useful predictive tool. In a sport with relatively little year-to-year continuity, the projections of the preseason polls are useful proxies for the objective talent of a team, which is notoriously difficult to quantify. The postseason poll (i.e., the poll taken after the conclusion of NCAA Tournament) is functionally irrelevant in college basketball, but it is a good metric of holistic season success. The Tournament exerts its weighty influence on the judgment of those teams, but it seems harsh to factor the entire perception of teams on a few games in March. The postseason Top 25 represents a season-long assessment. For example, Michigan State, a strong #2 seed that many pundits and fans alike projected into the Final Four, shockingly lost to #15 seed Middle Tennessee State in the First Round. The Spartans were therefore ranked seventh in the postseason poll, which ultimately felt about right.

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Previewing Tight Races in the Mid-Majors: Part I

Posted by Will Ezekowitz on November 2nd, 2016

In this NCAA Basketball preview season, we are bombarded with lists. One common list is that of the trendy mid-major ready to wreak havoc on an unsuspecting college hoops world. Unfortunately, some of these high-quality teams find themselves in the same conference staring each other down for scarce March Madness bids. No mid-major is ever guaranteed an invitation to the Field of 68, of course, no matter how impressive it looks in November and December. Just ask the 2015-16 iterations of Monmouth and St. Mary’s about that. In this preseason post we will analyze several mid-major conference races that should be two-horse races, with details on each team, why they will (or not), and a bonus sleeper who isn’t yet in the conversation. Part I covering the WCC and Atlantic 10 will publish today. Part II on the Ivy League and MAAC will release later this week.

West Coast Conference—Saint Mary’s vs. Gonzaga

It's always fun when these two guys get their teams together

It’s always fun when these two guys get their teams together. (AP)

St. Mary’s

  • Who they are: Randy Bennett’s team came out of absolutely nowhere last year to become an offensive juggernaut, and the Gaels return every important piece from that 29-6 team. All six returning perimeter players are above average three-point shooters, with junior Aussie guard Emmett Naar looking an awful lot like the next Matthew Dellavedova and Joe Rahon acting as a capable secondary playmaker. On the inside, Dane Pineau is ruthlessly efficient and productive, and his backup Jock Landale is no slouch either. The Gaels play at a glacial pace and they don’t beat themselves.
  • Why they will win: This is going to be one of the most efficient offenses in college basketball once again. Last year’s team went 29-6 and last year’s team is essentially this year’s team with another year of experience. The Gaels could be second weekend good.
  • Why they will lose: If we learned anything last year, it is that St. Mary’s has no margin for error with Gonzaga also in the conference. The defense has to be good enough to compete and the outside shots have to fall. Otherwise, the Gaels may be on the outside looking in once again.

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Offensive Basketball: The Key to the Sweet Sixteen

Posted by Will Ezekowitz on March 24th, 2016

This year’s Sweet Sixteen is an odd group. The NCAA Tournament seems to have proven especially hard to predict this year, with lower seeded teams completely outplaying higher seeds, blowouts in games that should have been close, and all kinds of crazy endings. As we embark into the second weekend, what is left to hold on to as data analysts? How about offense? More than ever, the fickle filters of the Tournament have eliminated all but the very best offensive teams.

Iowa State's Offense, Led by Georges Niang, Ran into the Sweet Sixteen (USA Today Images)

Iowa State’s Offense, Led by Georges Niang, Ran into the Sweet Sixteen (USA Today Images)

Look at KenPom’s offensive efficiency rankings and you’ll notice that just about every elite offensive team is still around. Kentucky (third in offensive efficiency) lost to Indiana (eighth), leaving top-ranked Michigan State as the only elite offensive team to get prematurely eliminated — we’ve since come to accept that loss for what it was and stopped trying to rationalize it. Even Syracuse, languishing behind the pack with the 52nd-best offense, has been playing extremely well on that end of the floor, rising 23 spots in the offensive rankings in just two games. This leaves buzzer-beating Wisconsin as the only other true outlier among the remaining teams, ranking 88th in offensive efficiency. What this tells us is that you need a great offense to survive the opening weekend, but is that anything new? Let’s look at the last five years to find out.

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68 NCAA Tournament Facts Heading Into Madness…

Posted by William Ezekowitz on March 17th, 2016

Here’s a dirty little secret about March Madness. The difference between a bad bracket and a good bracket is skill, but the difference between a good bracket and a great bracket is luck. Anyone who has won their pool has gotten lucky. A lot of these games are basically coin flips or won by buzzer-beaters, and nobody can predict that kind of thing. You just have to hope enough of those breaks go in your favor. Where you can distance yourself from your competition, though, is in the 60-40 or 55-45 games. If you can figure out which team has a slight advantage and pick enough of those teams with those slight advantages, odds are something will break your way one of these years. That is the purpose of these 68 Facts, to help isolate some favorable and unfavorable matchups going into the NCAA Tournament. Hopefully they will help your bracket — or at least help you justify your bracket to yourself, which is debatably more important anyway. Let’s get to it.

March is Here (USA Today Images)

March is Here (USA Today Images)

  1. California is 18-0 at home and 5-10 on the road or at neutral sites.
  1. Providence’s Kris Dunn hasn’t looked like himself lately, scoring single-figures in three of his last six games, after having just two such outputs in his first 25 games.
  1. Kentucky has the lowest defensive assist percentage in the country. Indiana gets assists on an above-average proportion of its field goals.
  1. Of Dayton’s seven losses, five have come when one of the Flyers’ three best players, Charles Cooke, Dyshawn Pierre and Kendall Pollard, was not playing. All three are healthy and eligible for the NCAA Tournament.
  1. Cal State Bakersfield’s 25th-most efficient defense is anchored by the 16th-best steal rate in the nation. Oklahoma surrenders steals at a rate that is 300th-best in the country.
  1. Iowa had the nation’s fifth-best offense through 22 games. In the last nine games, accompanied with a record of 3-6, the Hawkeyes were at the D-I average.

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You’re Not Mistaken: Conference Races Are Tighter This Season

Posted by Will Ezekowitz on February 19th, 2016

We are quickly approaching March and that means the regular season is almost over. Usually by this point in the season there are a few teams running away with the crowns in the power conferences, but it hasn’t quite gone that way this year. Analysts have described the level of parity this year in college basketball as unprecedented, but we decided to look into it ourselves. Exactly how close are the conference races this season as opposed to in previous years? Here’s a look at the last six years of the power conference races three weeks from the end of the regular season.

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A quick glance at each league reveals that the ACC, Big Ten, Pac-12 and especially the SEC are having some of the most contested conference races in recent memory. Interestingly, for every conference other than the Big East, the current first place team (e.g., Kansas at 10-3 in the Big 12) has as many or more losses than any first place team the past five years has had on this date. That also means that second and third place teams across the board have a better chance of winning their leagues than they usually would.

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