Scatterplot Showing All Points

Hello all,


I'm trying to graph a scatterplot of a large (5,000 x,y coordinates) of data
with the caveat that many of the data points overlap with each other (share the
same x AND y coordinates).  In using the usual "plot" command,

plot(education, xlab="etc", ylab="etc")

it seems that the overlap of points is not shown in the graph.  Namely, there
are 5,000 points that should be plotted, as I mentioned above, but because so
many of the points overlap with each other exactly, only about 50-60 points are
actually plotted on the graph.  Thus, there's no indication that Point A shares
its coordinates with 200 other pieces of data and thus is very common while
Point B doesn't share its coordinates with any other pieces of data and thus
isn't common at all.  Is there anyway to indicate the frequency of such points
on such a graph?  Should I be using a different command than "plot"?


Thanks,


Wayne

Hello all,


I'm trying to graph a scatterplot of a large (5,000 x,y coordinates) of data
with the caveat that many of the data points overlap with each other (share the
same x AND y coordinates).  In using the usual "plot" command,

plot(education, xlab="etc", ylab="etc")

it seems that the overlap of points is not shown in the graph.  Namely, there
are 5,000 points that should be plotted, as I mentioned above, but because so
many of the points overlap with each other exactly, only about 50-60 points are
actually plotted on the graph.  Thus, there's no indication that Point A shares
its coordinates with 200 other pieces of data and thus is very common while
Point B doesn't share its coordinates with any other pieces of data and thus
isn't common at all.  Is there anyway to indicate the frequency of such points
on such a graph?  Should I be using a different command than "plot"?

Is there anyway to indicate the frequency of such points
on such a graph?  Should I be using a different command than "plot"?

Hello all,


I'm trying to graph a scatterplot of a large (5,000 x,y coordinates) of data
with the caveat that many of the data points overlap with each other (share the
same x AND y coordinates).  In using the usual "plot" command,

plot(education, xlab="etc", ylab="etc")

it seems that the overlap of points is not shown in the graph.  Namely, there
are 5,000 points that should be plotted, as I mentioned above, but because so
many of the points overlap with each other exactly, only about 50-60 points are
actually plotted on the graph.  Thus, there's no indication that Point A shares
its coordinates with 200 other pieces of data and thus is very common while
Point B doesn't share its coordinates with any other pieces of data and thus
isn't common at all.  Is there anyway to indicate the frequency of such points
on such a graph?  Should I be using a different command than "plot"?

Hello all,

I'm trying to graph a scatterplot of a large (5,000 x,y coordinates) of data
with the caveat that many of the data points overlap with each other (share the
same x AND y coordinates).  In using the usual "plot" command,

plot(education, xlab="etc", ylab="etc")

it seems that the overlap of points is not shown in the graph.  Namely, there
are 5,000 points that should be plotted, as I mentioned above, but because so
many of the points overlap with each other exactly, only about 50-60 points are
actually plotted on the graph.  Thus, there's no indication that Point A shares
its coordinates with 200 other pieces of data and thus is very common while
Point B doesn't share its coordinates with any other pieces of data and thus
isn't common at all.  Is there anyway to indicate the frequency of such points
on such a graph?  Should I be using a different command than "plot"?

Wayne Aldo Gavioli <wgavioli <at> fas.harvard.edu> writes:

  

Hello all,

I'm trying to graph a scatterplot of a large (5,000 x,y coordinates) of data
with the caveat that many of the data points overlap with each other (share the
same x AND y coordinates).  In using the usual "plot" command,

    

plot(education, xlab="etc", ylab="etc")
      

it seems that the overlap of points is not shown in the graph.  Namely, there
are 5,000 points that should be plotted, as I mentioned above, but because so
many of the points overlap with each other exactly, only about 50-60 points are
actually plotted on the graph.  Thus, there's no indication that Point A shares
its coordinates with 200 other pieces of data and thus is very common while
Point B doesn't share its coordinates with any other pieces of data and thus
isn't common at all.  Is there anyway to indicate the frequency of such points
on such a graph?  Should I be using a different command than "plot"?


    

One suggestion seems to be still missing: 'sunflowerplot' of base R. May look
taggy, though, if you have 200 "petals". 

Actually the documentation of sunflowerplot is wrong in botanical sense.
Sunflowers have composite flowers in capitula, and the things called 'petals' in
documentation are ligulate, sterile ray-florets (each with vestigial petals
which are not easily visible in sunflower, but in some other species you may see
three (occasionally two) teeth). 
  

cheers, jari oksanen

Wayne,

I am fond of the bagplot (think 2D box plot) to replace scatter plots
for large N. See
http://www.wiwi.uni-bielefeld.de/~wolf/software/aplpack/ and aplpack
in CRAN.