
Shot efficiency as a function of distance (chart)
Shot efficiency as a function of distance (chart)
Was working on my database, and testing the aggregation pipeline in MongoDB. This is a by-product. Some of the league's top scorers right now.


Re: Shot efficiency as a function of distance (chart)
What's the source of the shot distance? The ESPN data?
-Chris
-Chris
Re: Shot efficiency as a function of distance (chart)
Those are really cool!
It might be better to plot FG% for the smoothing function because you get a rather odd discontinuity at the 3 point line.
It might be better to plot FG% for the smoothing function because you get a rather odd discontinuity at the 3 point line.
Re: Shot efficiency as a function of distance (chart)
Or you might say there is Not any discontinuity at the 3pt line.
Usually that's at 24', but less in the corners.
The smoothing makes it seem that long twos are better than mid-range twos, and just about as good as 3's, for many players.
Usually that's at 24', but less in the corners.
The smoothing makes it seem that long twos are better than mid-range twos, and just about as good as 3's, for many players.
Re: Shot efficiency as a function of distance (chart)
The Tyson Chandler graph made me chuckle.
Re: Shot efficiency as a function of distance (chart)
DSMok1 wrote:Those are really cool!
It might be better to plot FG% for the smoothing function because you get a rather odd discontinuity at the 3 point line.

Re: Shot efficiency as a function of distance (chart)
Are you smoothing using a local regression?
-Chris
-Chris
Re: Shot efficiency as a function of distance (chart)
The smoothing is whatever the default smoother is in ggplot, weighted by FGA. I think it's a LOESS smoother.Eternal wrote:Are you smoothing using a local regression?
-Chris
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Re: Shot efficiency as a function of distance (chart)
Darn, I have the data to do that, but not the statistical ability - sadness
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Re: Shot efficiency as a function of distance (chart)
Question
Did you think about breaking it down on home/away numbers, I'd just be curious to see any variation.
Did you think about breaking it down on home/away numbers, I'd just be curious to see any variation.