scatterplot3d (version 0.3-40)

scatterplot3d: 3D Scatter Plot

Description

Plots a three dimensional (3D) point cloud.

Usage

scatterplot3d(x, y=NULL, z=NULL, color=par("col"), pch=par("pch"),
    main=NULL, sub=NULL, xlim=NULL, ylim=NULL, zlim=NULL,
    xlab=NULL, ylab=NULL, zlab=NULL, scale.y=1, angle=40,
    axis=TRUE, tick.marks=TRUE, label.tick.marks=TRUE,
    x.ticklabs=NULL, y.ticklabs=NULL, z.ticklabs=NULL,
    y.margin.add=0, grid=TRUE, box=TRUE, lab=par("lab"),
    lab.z=mean(lab[1:2]), type="p", highlight.3d=FALSE,
    mar=c(5,3,4,3)+0.1, bg=par("bg"), col.axis=par("col.axis"),
    col.grid="grey", col.lab=par("col.lab"), 
    cex.symbols=par("cex"), cex.axis=0.8 * par("cex.axis"),
    cex.lab=par("cex.lab"), font.axis=par("font.axis"),
    font.lab=par("font.lab"), lty.axis=par("lty"),
    lty.grid=par("lty"), lty.hide=NULL, lty.hplot=par("lty"),
    log="", asp=NA, ...)

Arguments

x
the coordinates of points in the plot.
y
the y coordinates of points in the plot, optional if x is an appropriate structure.
z
the z coordinates of points in the plot, optional if x is an appropriate structure.
color
colors of points in the plot, optional if x is an appropriate structure. Will be ignored if highlight.3d = TRUE.
pch
plotting "character", i.e. symbol to use.
main
an overall title for the plot.
sub
sub-title.
xlim, ylim, zlim
the x, y and z limits (min, max) of the plot. Note that setting enlarged limits may not work as exactly as expected (a known but unfixed bug).
xlab, ylab, zlab
titles for the x, y and z axis.
scale.y
scale of y axis related to x- and z axis.
angle
angle between x and y axis (Attention: result depends on scaling).
axis
a logical value indicating whether axes should be drawn on the plot.
tick.marks
a logical value indicating whether tick marks should be drawn on the plot (only if axis = TRUE).
label.tick.marks
a logical value indicating whether tick marks should be labeled on the plot (only if axis = TRUE and tick.marks = TRUE).
x.ticklabs, y.ticklabs, z.ticklabs
vector of tick mark labels.
y.margin.add
add additional space between tick mark labels and axis label of the y axis
grid
a logical value indicating whether a grid should be drawn on the plot.
box
a logical value indicating whether a box should be drawn around the plot.
lab
a numerical vector of the form c(x, y, len). The values of x and y give the (approximate) number of tickmarks on the x and y axes.
lab.z
the same as lab, but for z axis.
type
character indicating the type of plot: "p" for points, "l" for lines, "h" for vertical lines to x-y-plane, etc.
highlight.3d
points will be drawn in different colors related to y coordinates (only if type = "p" or type = "h", else color will be used). On some devices not all colors can be displayed. In this case try the postscript device or use highlight.3d = FALSE.
mar
A numerical vector of the form c(bottom, left, top, right) which gives the lines of margin to be specified on the four sides of the plot. See section Values on how to change the setting back to the default / previous setting.
bg
background (fill) color for the open plot symbols given by pch = 21:25.
col.axis, col.grid, col.lab
the color to be used for axis / grid / axis labels.
cex.symbols, cex.axis, cex.lab
the magnification to be used for point symbols, axis annotation, labels relative to the current.
font.axis, font.lab
the font to be used for axis annotation / labels.
lty.axis, lty.grid
the line type to be used for axis / grid.
lty.hide
line style used to plot ‘non-visible’ edges (defaults of the lty.axis style)
lty.hplot
the line type to be used for vertical segments with type = "h".
log
Not yet implemented! A character string which contains "x" (if the x axis is to be logarithmic), "y", "z", "xy", "xz", "yz", "xyz".
asp
numeric, giving the aspect ratio z/x or z/y, see ‘Note’.
more graphical parameters can be given as arguments, pch = 16 or pch = 20 may be nice.

Value

xyz.convert
function which converts coordinates from 3D (x, y, z) to 2D-projection (x, y) of scatterplot3d. Useful to plot objects into existing plot.
points3d
function which draws points or lines into the existing plot.
plane3d
function which draws a plane into the existing plot: plane3d(Intercept, x.coef = NULL, y.coef = NULL, lty = "dashed", lty.box = NULL, draw_lines = TRUE, draw_polygon = FALSE, polygon_args = list(border = NA, col = rgb(0,0,0,0.2)), ...). Instead of Intercept a vector containing 3 elements or an (g)lm object can be specified. The argument lty.box allows to set a different line style for the intersecting lines in the box's walls. The arguments draw_lines and draw_polygon allow for choosing whether to represent the plane via line segments or as a solid surface, respectively. The list in polygon_args collects arguments to be passed to the underlying polygon call that draws a solid (or transparent) plane if draw_polygon=TRUE.
box3d
function which “refreshes” the box surrounding the plot.
par.mar
As the function modifies the par("mar") settings of the current device and needs to keep these in case you add elements to the plot later on, you can change these back via par(object$par.mar) in case you want to add more plots with default margins to the current device.

References

Ligges, U., and Maechler, M. (2003): Scatterplot3d -- an R Package for Visualizing Multivariate Data. Journal of Statistical Software 8(11), 1--20. http://www.jstatsoft.org/

See Also

persp, plot, par.

Examples

Run this code
  ## On some devices not all colors can be displayed.
  ## Try the postscript device or use highlight.3d = FALSE.

  ## example 1
  z <- seq(-10, 10, 0.01)
  x <- cos(z)
  y <- sin(z)
  scatterplot3d(x, y, z, highlight.3d=TRUE, col.axis="blue",
      col.grid="lightblue", main="scatterplot3d - 1", pch=20)

  ## example 2
  temp <- seq(-pi, 0, length = 50)
  x <- c(rep(1, 50) %*% t(cos(temp)))
  y <- c(cos(temp) %*% t(sin(temp)))
  z <- c(sin(temp) %*% t(sin(temp)))
  scatterplot3d(x, y, z, highlight.3d=TRUE,
      col.axis="blue", col.grid="lightblue",
      main="scatterplot3d - 2", pch=20)

  ## example 3
  temp <- seq(-pi, 0, length = 50)
  x <- c(rep(1, 50) %*% t(cos(temp)))
  y <- c(cos(temp) %*% t(sin(temp)))
  z <- 10 * c(sin(temp) %*% t(sin(temp)))
  color <- rep("green", length(x))
  temp <- seq(-10, 10, 0.01)
  x <- c(x, cos(temp))
  y <- c(y, sin(temp))
  z <- c(z, temp)
  color <- c(color, rep("red", length(temp)))
  scatterplot3d(x, y, z, color, pch=20, zlim=c(-2, 10),
      main="scatterplot3d - 3")

  ## example 4
  my.mat <- matrix(runif(25), nrow=5)
  dimnames(my.mat) <- list(LETTERS[1:5], letters[11:15])
  my.mat # the matrix we want to plot ...

  s3d.dat <- data.frame(cols=as.vector(col(my.mat)),
      rows=as.vector(row(my.mat)),
      value=as.vector(my.mat))
  scatterplot3d(s3d.dat, type="h", lwd=5, pch=" ",
      x.ticklabs=colnames(my.mat), y.ticklabs=rownames(my.mat),
      color=grey(25:1/40), main="scatterplot3d - 4")

  ## example 5
  data(trees)
  s3d <- scatterplot3d(trees, type="h", highlight.3d=TRUE,
      angle=55, scale.y=0.7, pch=16, main="scatterplot3d - 5")
  # Now adding some points to the "scatterplot3d"
  s3d$points3d(seq(10,20,2), seq(85,60,-5), seq(60,10,-10),
      col="blue", type="h", pch=16)
  # Now adding a regression plane to the "scatterplot3d"
  attach(trees)
  my.lm <- lm(Volume ~ Girth + Height)
  s3d$plane3d(my.lm, lty.box = "solid")
  
  ## example 6; by Martin Maechler
  cubedraw <- function(res3d, min = 0, max = 255, cex = 2, text. = FALSE)
  {
    ## Purpose: Draw nice cube with corners
    cube01 <- rbind(c(0,0,1), 0, c(1,0,0), c(1,1,0), 1, c(0,1,1), # < 6 outer
                    c(1,0,1), c(0,1,0)) # <- "inner": fore- & back-ground
    cub <- min + (max-min)* cube01
    ## visibile corners + lines:
    res3d$points3d(cub[c(1:6,1,7,3,7,5) ,], cex = cex, type = 'b', lty = 1)
    ## hidden corner + lines
    res3d$points3d(cub[c(2,8,4,8,6),     ], cex = cex, type = 'b', lty = 3)
    if(text.)## debug
        text(res3d$xyz.convert(cub), labels=1:nrow(cub), col='tomato', cex=2)
  }
  ## 6 a) The named colors in R, i.e. colors()
  cc <- colors()
  crgb <- t(col2rgb(cc))
  par(xpd = TRUE)
  rr <- scatterplot3d(crgb, color = cc, box = FALSE, angle = 24,
      xlim = c(-50, 300), ylim = c(-50, 300), zlim = c(-50, 300))
  cubedraw(rr)
  ## 6 b) The rainbow colors from rainbow(201)
  rbc <- rainbow(201)
  Rrb <- t(col2rgb(rbc))
  rR <- scatterplot3d(Rrb, color = rbc, box = FALSE, angle = 24,
      xlim = c(-50, 300), ylim = c(-50, 300), zlim = c(-50, 300))
  cubedraw(rR)
  rR$points3d(Rrb, col = rbc, pch = 16)

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