Shot efficiency as a function of distance (chart)

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EvanZ
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Shot efficiency as a function of distance (chart)

Post by EvanZ »

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.

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Eternal
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Re: Shot efficiency as a function of distance (chart)

Post by Eternal »

What's the source of the shot distance? The ESPN data?

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DSMok1
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Re: Shot efficiency as a function of distance (chart)

Post by DSMok1 »

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.
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Mike G
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Re: Shot efficiency as a function of distance (chart)

Post by Mike G »

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.
bbstats
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Re: Shot efficiency as a function of distance (chart)

Post by bbstats »

The Tyson Chandler graph made me chuckle.
EvanZ
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Re: Shot efficiency as a function of distance (chart)

Post by EvanZ »

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.
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Eternal
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Re: Shot efficiency as a function of distance (chart)

Post by Eternal »

Are you smoothing using a local regression?

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EvanZ
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Re: Shot efficiency as a function of distance (chart)

Post by EvanZ »

Eternal wrote:Are you smoothing using a local regression?

-Chris
The smoothing is whatever the default smoother is in ggplot, weighted by FGA. I think it's a LOESS smoother.
JohnHasADHD
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Re: Shot efficiency as a function of distance (chart)

Post by JohnHasADHD »

Darn, I have the data to do that, but not the statistical ability - sadness
JohnHasADHD
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Re: Shot efficiency as a function of distance (chart)

Post by JohnHasADHD »

Question

Did you think about breaking it down on home/away numbers, I'd just be curious to see any variation.
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