Handy Guide for Analyzing Warriors Shot Selection
Warriors Shot Chart
(fixed colors, added league averages and new color scheme for %shot attempts)
If you're the kind of person who can figure out how to work a DVD player or microwave without reading the manual, by all means click on the figure, and have your way with the numbers. For all the other folks out there who actually do read the instructions first, please keep reading...
Shot Selection
We often talk about shot selection in this forum, and sometimes numbers are cited, but probably not as much as would be useful. This post was somewhat inspired by a discussion we were having about Biedrins' free throw percentages, in which Missing Barry said that as long as he hits them at 60%, it helps our team. That made perfect sense to me, as a TS% of 0.60 is considered very good. With that in mind, I thought it would be interesting to take a look at all of our players' shot tendencies, which is made all too easy by the good folks at Hoopdata.com, who break down the field goal percentages by distance from the rim. Because 3-pt shots are worth more than 2-pt shots (yes, it's true), they give the equivalent FG%, which takes this difference into account. The spreadsheet in the figure simply lists all the percentages (using 2010 data) along with the Attempts/40 minutes for each shot. I have also color-coded the percentages in what I hope makes it a bit easier to read and utilize. In my (arbitrary) rating system, 0-50 is red (bad, you are hurting your team), 50-55 is gray (meh, could you maybe try something a bit better?), 55-60 is blue (not too shabby, keep up the good work), 60+ is green (great, uh, I hope no other team notices how good you are). For the percentage of shot attempts for a player at each location (%A), there is also a color scheme. See legend.
At the bottom of the chart, I have listed the fellas that were at or near the top of each range last season and the league averages overall and at each position. I say "near" because I culled from the list players who took too few shots to be reliable (< 1 shot/game). Yes, that is Ronny Turiaf who led the league in making buckets at the basket. What's important to note here is that aside from very close shots and 3-pointers, the leader in every other shot category doesn't even really sniff 60%. If you didn't know before, now you know why you don't foul jump shooters.
Team Analysis
So the question is how do we use these data to understand Warriors shot selection? Well, it's pretty clear that any of the boxes that are green are shots we want as much as possible. I dare say Keith Smart would be well off designing our offense to maximize these types of shots. Which shots? Beans, Ellis, Lee, Reggie, and both Wright brothers attack the rim with aplomb (note: B. Wright's numbers were taken from 2008-09). Curry is highly efficient from 3-pt land, and the thought of him improving is delightful. You're saying to yourself, Evan, we already know all that!!! Well, that's great, we're on the same page! If you didn't know it, now you have no excuse for not knowing it (i.e. next time a heated discussion comes up on the forum involving a discussion of shot selection, don't be surprised to see this post cited). Ok, assuming an offense can't be built simply around layups, dunks, and 3-pt shots (outside of Orlando?), what other shots are looking good for us. Well, using the chart, I see that D. Wright taking a 3-pt shot is blue. And it looks like Radman from 10-15 ft is also blue. Now, you're probably throwing your mouse at the computer monitor, "Evan, we don't want to build our offense around Radman! Yuck!" I totally agree, but it wouldn't be honest of me if I didn't put up that number. However, to keep you sane, I will point out that his numbers at that range have fluctuated pretty wildly over the last few years, and the shot rate is only 1.3/40.
Those are the good bits. What about the bad? Well, just about everything else is not that great. It really does kind of look like our team is a donut hole (no, not the Medicare one). I haven't done a thorough analysis like this for other teams yet, but it would be an interesting exercise. I am already thinking of turning this into some sort of contour plot for every team. And if anyone cares to do that analysis for me, by all means, go right ahead. The other important aspect of the analysis that I simply don't have the data to address right now is the rate at which players draw fouls at each distance. It seems fairly obvious that the foul rate increases as you get closer to the basket, so I would imagine that it's possible that even though players are not so efficient, say, at <10 ft (runners, hooks), the rate of fouling might increase the effective shooting % by getting them to the line. I would think beyond 10 ft, this effect is fairly minimal.
Bottom Line
Our strengths right now are clearly at the rim and Curry/Wright's 3-point shooting. I would predict that Curry, Williams, and D. Wright will all improve at the midrange game with more experience, so that's certainly something to look for. As your watching games this season, think about what shots we are taking (and passing up). Doing this analysis really gives me a feel for what to focus on, I hope it may do something similar for you.
Updates:
Lakers Shot Chart
This FanPost is a submission from a member of the mighty Golden State of Mind community. While we're all here to throw up that W, these words do not necessarily reflect the views of the GSoM Crew. Still, chances are the preceding post is Unstoppable Baby!
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I don't know about green...
I guess you maybe mean that greenish brown that stripes some of my bowel movements…
Trust me, learning english isn’t a waste of time. It is actually sort of useful.
-randolphforpresident
by Dubs fan in Boston on Oct 8, 2010 2:37 PM PDT reply actions
yeah, I believe you
well, the numbers are bolded, so hopefully that helps.
I made the image bigger, too.
Thanks
The increase in size really helps. It’s definitely easier to read now. Thanks for putting this together. I’d love to see this kind of chart for other teams around the league. Lot’s of good info at a glance.
I’m not much of a manual reader so I’ve just been looking at the chart but I’m sure there is some good analysis up there too so I’ll check that out too. Rec.
Golden State Warriors '10-'11 Season: The Return of ^^^^
The Warriors actually outperformed their XeFG from last year. I would suspect that won’t be the case this year, but that’s not necessarily a bad thing. The addition of Lee, a healthy Biedrins, and less mid-range jumpers from Monta should mean that they’ll be taking better shots this year, which will cause their XeFG and eFG to go up, but their XeFG will probably go up more (but as long as the eFG still goes up, it’s a good thing).
Monta Ellis's #1 Fan!!!
It was amazing to see our team barely lose games being outrebounded by 30+ boards in games simply because we could shoot the 3, and force turnovers.
Your political posts are a bit like the flu, Natty: they come around every few months, they suck, everyone wishes there were a cure, but all you can do is let them run their course. Carry on if you must — I’m staying home with my vitamin C and OJ. Ciao.- Sleepy Freud
by GovernorStephCurry on Oct 8, 2010 4:56 PM PDT up reply actions
I think this sort of chart would be more useful if, first, it used TS% rather than EFG%, and second if the colors were based on league averages from that position rather than raw numbers.
I mean, obviously, you want everyone shooting closer to the basket more often and far away less, but you also want to know how our player’s midrange shooting compares to the midrange shooting around the league.
but you also want to know how our player’s midrange shooting compares to the midrange shooting around the league
Well, that was my intent by showing the leaders at the bottom to give an idea. I’ll put the averages, too. Of course, this can be broken down even more by position, which I thought about.
It seems to me that, regardless of the overall or position averages, the percentage is really what matters. For example, the league average % from 10-15 ft is 40.3%. David Lee is well above that at 49%, but does that make it a good shot? Would you want to encourage that shot selection? It’s not clear to me that you would.
well, i agree that the percentage matters ...
… but I feel like color-coding according to arbitrary thesholds doesn’t really add useful information.
So I’d keep the numbers as a percentage, and then color-code it relative to league averages.
yeah, I agree to some extent
my reason against it is simply that it would appear that you are rewarding players for taking shots that are still bad.
Also, the threshold that I chose wasn’t arbitrary. 55% is just about the league average TS%. I think all shots should be judged relative to that.
Also, the threshold that I chose wasn’t arbitrary. 55% is just about the league average TS%. I think all shots should be judged relative to that.
Well, yes and no.
Obviously you want your players taking more higher-percentage shots and fewer lower-percentage shots, but there’s a dynamic between the two. A player like Monta, for example, is probably improving his overall TS% by the judicious use of a jump shot – even if that jump shot is a below-average efficiency shot for him, because that jump shot forces the defender to guard against it, allowing Monta to take full advantage of his speed.
If he didn’t take the occasional lower-percentage outside shot, his percentage at the rim might decline.
So maybe another idea would be to color-code the graph based on what percentage of a player’s shots he takes from each position.
So maybe another idea would be to color-code the graph based on what percentage of a player’s shots he takes from each position.
good idea…I don’t know if you noticed the latest iteration, but I started doing something along those lines. I color-coded the Attempts: red = below the league average, and blue above the league average. I can take it a bit further, though.
FYI
I’ve updated the chart so that it shows % of shot attempts at each location. I kept the color scheme very simple (0-25, 25-50, and >50%), otherwise I think the chart will become way too busy. I think this change definitely helps, though.
No we do, thanks for the effort. Rec.
Your political posts are a bit like the flu, Natty: they come around every few months, they suck, everyone wishes there were a cure, but all you can do is let them run their course. Carry on if you must — I’m staying home with my vitamin C and OJ. Ciao.- Sleepy Freud
by GovernorStephCurry on Oct 9, 2010 8:33 PM PDT up reply actions
Thanks
I like that you’ve taken the time to refine the chart and take constructive criticism. Your work is definitely appreciated.
Golden State Warriors '10-'11 Season: The Return of ^^^^
TS vs EFG% on 3-pt shots ...
For practical purposes, yes, they are identical.
But in reality, there are a small number of fouls on three-point shots, so you should find a very small discrepancy. As a practical matter it’s probably not worth doing the math to figure out the difference however.

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