Friday, August 29

Examining The Raptor Defence

One of the more popular defensive stats that has been used a lot is defensive rating (DRTG). Basically, the stat takes the average amount of points a team is scored against per 100 possession. Offensive rating (ORTG) is the average amount of points a team is scored against per 100 possession.

However, because it's become so popular, many people are avoiding the pitfalls of these stats and not seeing the bigger picture.

Take for example the Atlanta Hawks, a middling defensive team, that had a DRTG of 106.4 (14) and the OKC Thunder who had a DRTG of (103.9 (6). What separates these two teams is 8 spots. One team may be seen as mediocre defensively and the other as an elite defensive team.

But let's look further into it. DRTG is the amount of points scored per 100 possession and what this stat is also telling us is that the Hawks allow 2.5 points more per 100 possession then the Thunder. This maybe due to a couple free throws, a mid range jump shot and a free throw or a 3point shot at any point in the game. Where this discrepancy comes from, is unknown but it boils down to 1-2 possessions in a game.

The question we have to ask ourselves, is the difference between an elite and middling defensive team really 1-2 possessions in a game? That would be blasphemy! But this in a sense is also what DRTG is telling us and something that most people who use the stat refuse to acknowledge. This also applies to ORTG where the stat is constantly misused.

One of the problems is that nobody reports variance and trends in these numbers despite their being large samples of data available. What was interesting to myself was the variance in numbers when looking at my hometown Raptors who are ranked top 10 in both categories.


The graphs above show the DRTG and ORTG of each individual game that the Raptors played in this season with the league horizontal lines representing the league average, the best and the worst defensive teams.


Interestingly enough, just by looking at the graph, we can see that the Raptors are very inconsistent defensively. The DRTG average was 105.3 (s= 10.92) Offensively, the Raptors seem to dominate and score above league average. The ORTG average was 108.8 ( s=9.27).

Does the graph and a lower standard deviation point to the Raptors being a more consistent team offensively?

To check this, I decided to look at the frequency of games that the Raptors had a specific ORTG or DRTG between 2 point units range.

Right of the bat we can see that the Raptors are remarkably consistent offensively. Over 75% of the time the Raptors posted an ORTG greater than 106 (league average) and 38% of the games their ORTG was between 108-114.

Defensively though, the Raptors don't show the same consistency. 34% of the time the Raptors were able to have a DRTG of less than 102 but only 22% of the time where they able to hold teams within 102-108 and 41% of the games the teams DRTG was well over 108. While I may be using arbitrary
terms to quantify elite, mediocre and horrible defense, it is pretty clear that the Raptors are quiet bipolar defensively.

The next question I asked is why? And what is the effect the opponents have on the Raptors and one way to look at this is to compare the amounts of wins a team has versus the ORTG and DRTG Raptors posted against them.

So I produce similar data except split the data in terms of opponents wins. The teams were split into 3 pools (1 pool had 9, since the Raptors are the 30th team) by the number of total wins. Top 10 teams were considered elite teams and all except Dallas had 50 wins.

The middling teams ranged from Phoenix to Denver and the rest were the tankers (or failed tankers) of the NBA.



Team Ranking
1-10
11-20
21-30
Total number of values
24
29
29
Mean ORTG
106.767
107.845
114.179
Std. Deviation
9.73834
7.80181
8.84806
 % <102
25
13.7931
3.448276
% 102-108
20.83333
31.03448
10.34483
% 108>
54.16667
55.17241
86.2069

The Raptors were surprisingly consistent against teams offensively despite the caliber of opponent. They seem to have feasted offensively against some of the worst teams in the NBA and managed to post great offensive efficiency numbers against the top 20 teams in the league on a consistent basis. While they did drop a more duds offensively as the competition got tougher, that is something to be expected.



1-10
11-20
21-30
Total number of values
24
29
29
Mean DRTG
108.704
105.297
104.9
Std. Deviation
12.5578
10.8463
9.48909
<102
29.16667
34.48276
37.93104
102-108
20.83333
20.68965
24.13793
>108
50.00001
44.82759
37.93104

The Raptors are surprisingly inconsistent against all levels of competition defensively. They perform better against lower competition not surprisingly but disturbing is the amount of games that they post DRTG over 108.

This raises the question whether the Raptors are actually a top 10 defensive team as average DRTG would dictate and that the possibility of some extremely great defensive games are masking what is an inconsistent defense.

The next and final level of analysis I wanted to do was compare the Raptors against the top 10, 11-20 and 21-30 teams in both ORTG and DRTG and how well the Raptors did against those. Why I chose to do this is to add more context to whom the Raptors are posting DRTG and ORTG numbers against.

For example, Indiana is a mediocore offensive team but a great defensive team. The Raptors should struggle offensively against them but may perform well defensively against them and doing analysis just by wins may miss that fact.


1-10
11-20
21-30
Total number of values
25
26
31
Mean DRTG
112.02
105.524
103.152
Std. Deviation
11.6849
10.6657
9.50112
<102
24
11.53846
6.451612
102-108
24
19.23077
19.35484
>108
52
69.23077
74.19355

Again the Raptors remarkable consistent offense shines through again. While better defensive teams were able to lower the offensive efficiency of the Raptors throughout the season, the Raptors still posted middling to great offensive efficiency over 76% of the time.

This number got much better as the caliber of defense went down. The elite defensive teams were only able to make the Raptors really struggle  only 25% of the time which is surprising for a team that lacks a superstar. As to why that is, I will delve into later.



1-10
11-20
21-30
Total number of values
20
29
33
Mean DRTG
112.02
105.524
103.152
Std. Deviation
11.6849
10.6657
9.50112
<102
15
41.37931
39.39394
102-108
20
13.7931
30.30303
>108
65
44.82759
30.30303

The value in splitting the teams by ORTG and DRTG ranking is seen right away. While, we continue to see the same inconsistent defense, what we didn't see before is that elite offensive teams are feasting on the Raptors and the Raptors are struggling to guard the best teams. The Raptors are conceding to many good offensive games to middling and terrible offensive teams suggesting inconsistency. Cleaning the defense up needs to be a priority for the Raptors.

Conclusion

If you've gotten through this long read, you can see my point as clear as day. The Raptors are a consistent offensive team but a bipolar defensive team. The Raptors remarkably do well offensively against the best teams and the best defensive teams despite lacking a true superstar. Post Rudy Gay trade, the Raptors ball movement got better and their more efficient players were able to score more. Lowry, Amir, Jonas and Ross all saw an increase in offensive output.

Vasquez and Patterson were able to provide an excellent offensive spark of the bench. It's a team oriented offense which may not have the same smoothness as the Spurs but is built on the same principles sharing the ball and finding the best shots.

Defensively though, the Raptors are inconsistent. They may do well against the top competition in the league but that is only against teams that struggle offensively. The best offensive teams routinely torch the Raptors.

Why that is?

The Raptors are a young team and defensive consistency is one of the toughest things to learn in the NBA. Notably, Terrance Ross and Jonas Valuncuinas show signs of being good to excellent defenders in the future but are inconsistent and make simple mistakes.

Ross also has the unfortunate job of guarding the best wing players who sometimes are too big for him to handle. While the addition of James Johnson will help the Raptors against bigger SF's, it is yet to be seen what kind of compromise that ability comes with offensively. An improving Ross and Jonas defensively is key for the Raptors.

It will be interesting how the Raptors due next season as they've largely brought back the same core of players. Will they become more consistent defensively is the biggest question going forward.