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Re: isodensity contours [message #75276 is a reply to message #75273] Wed, 23 February 2011 12:24 Go to previous messageGo to previous message
pgrigis is currently offline  pgrigis
Messages: 436
Registered: September 2007
Senior Member
On Feb 23, 3:06 pm, Gray <grayliketheco...@gmail.com> wrote:
> On Feb 23, 2:12 pm, Paolo <pgri...@gmail.com> wrote:
>
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>> On Feb 23, 1:24 pm, Gray <grayliketheco...@gmail.com> wrote:
>
>>> Hi all,
>
>>> I have a scatterplot with a bunch of points on it.  I'd like to plot
>>> isodensity contours to include 99%, 90%, 75%, and 50% of my points.
>>> How do I set up my data to give to cgContour?  Thanks!
>
>>> --Gray
>
>> If I understand this correctly, you have two arrays
>> x and y of coordinates of N points.
>
>> To contour them, you need first to create a
>> density array from your dataset - basically
>> you divide the xrange and yrange of your data
>> in a number of bins and the density array will
>> tell you how many points lie in each bin.
>
>> Then you can use the normal contour procedures.
>
>> So how you do partition the data into the density
>> array? hist_2d will do that for you.
>
>> Ciao,
>> Paolo
>
> I thought I posted this already... if it shows up twice, I'm sorry.
>
> Upon further reflection, I think that "isodensity contours" are not
> exactly what I want, though I may need to use them anyway (as
> described by Paolo) if I can't figure out a way to do EXACTLY what I
> want.
>
> Here's some more detail on my issue.  I have a plot for which the x-
> axis is stellar magnitude in one image, and the y-axis is stellar
> magnitude in a different image.  I have two populations of stars (pop
> A and pop B).  Pop A is pretty clustered, but the cluster is sort of
> smeared out so I can't use a simple centroid.  I'd like to see where
> the pop B stars lay on the plot in relation to the pop A stars by
> plotting contours showing what percentage of pop A stars are within
> them (99%,90%,75%,50%).  Is this doable without getting really
> complicated, or should I use the isodensity contours instead?
>
> An example image is athttp://tinypic.com/r/2mepz4/7
> The black points are pop A and the colored symbols are pop B.
>
> Thanks for your help!
>
> --Gray


I would at least try to get the density for the pop A
stars - will take only a few minutes to do. You may want
to smooth the contours a bit. But it looks like it should
come out reasonably well...

Ciao,
Paolo
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