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\name{points}\alias{points}\alias{points.default}\title{Add Points to a Plot}\description{\code{points} is a generic function to draw a sequence of points atthe specified coordinates. The specified character(s) are plotted,centered at the coordinates.}\usage{points(x, \dots)\method{points}{default}(x, y = NULL, type = "p", \dots)}\arguments{\item{x, y}{coordinate vectors of points to plot.}\item{type}{character indicating the type of plotting; actually any ofthe \code{type}s as in \code{\link{plot.default}}.}\item{\dots}{Further graphical parameters may also be supplied asarguments. See Details.}}\details{The coordinates can be passed in a plotting structure(a list with \code{x} and \code{y} components), a two-column matrix, atime series, \dots. See \code{\link{xy.coords}}.Graphical parameters commonly used are\describe{\item{\code{pch}}{plotting \dQuote{character}, i.e., symbol to use. This caneither be a single character or an integer code for one of a set ofgraphics symbols. The full set of S symbols is available with\code{pch=0:18}, see the last picture from \code{example(points)},i.e., the examples below.% (currently, \R uses circles instead of octagons).In addition, there is a special set of \R plotting symbols whichcan be obtained with \code{pch=19:25} and \code{21:25} can becolored and filled with different colors:\itemize{\item \code{pch=19}: solid circle,\item \code{pch=20}: bullet (smaller circle),\item \code{pch=21}: circle,\item \code{pch=22}: square,\item \code{pch=23}: diamond,\item \code{pch=24}: triangle point-up,\item \code{pch=25}: triangle point down.}Values \code{pch=26:32} are currently unused, and \code{pch=32:255}give the text symbol in a single-byte locale. In a multi-byte localesuch as UTF-8, numeric values of \code{pch} greater than or equal to32 specify a Unicode code point (except for the symbol font asselected by \code{\link{par}(font = 5)}).If \code{pch} is an integer or character \code{NA} or an emptycharacter string, the point is omitted from the plot.Value \code{pch="."} is handled specially. It is a rectangle ofside 0.01 inch (scaled by \code{cex}). In addition, if \code{cex =1} (the default), each side is at least one pixel (1/72 inch onthe \code{\link{pdf}}, \code{\link{postscript}} and\code{\link{xfig}} devices).}\item{\code{col}}{color code or name, see \code{\link{par}}.}\item{\code{bg}}{background (\dQuote{fill}) color for the open plotsymbols given by \code{pch=21:25}.}\item{\code{cex}}{character (or symbol) expansion: a numerical vector.This works as a multiple of \code{\link{par}("cex")}.}\item{\code{lwd}}{line width for drawing symbols see \code{\link{par}}.}}Others less commonly used are \code{lty} and \code{lwd} fortypes such as \code{"b"} and \code{"l"}.Graphical parameters \code{pch}, \code{col}, \code{bg}, \code{cex} and\code{lwd} can be vectors (which will be recycled as needed) giving avalue for each point plotted. If lines are to be plotted (e.g. for\code{type = "b"} the first element of \code{lwd} is used.Points whose \code{x}, \code{y}, \code{pch}, \code{col} or \code{cex}value is \code{NA} are omitted from the plot.}\note{What is meant by \sQuote{a single character} is locale-dependent.The encoding may not have symbols for some or all of the characters in\code{pch=128:255}}\references{Becker, R. A., Chambers, J. M. and Wilks, A. R. (1988)\emph{The New S Language}.Wadsworth \& Brooks/Cole.}\seealso{\code{\link{plot}}, \code{\link{lines}}, and the underlyingworkhorse function \code{\link{plot.xy}}.}\examples{require(stats) # for rnormplot(-4:4, -4:4, type = "n")# setting up coord. systempoints(rnorm(200), rnorm(200), col = "red")points(rnorm(100)/2, rnorm(100)/2, col = "blue", cex = 1.5)op <- par(bg = "light blue")x <- seq(0,2*pi, len=51)## something "between type='b' and type='o'":plot(x, sin(x), type="o", pch=21, bg=par("bg"), col = "blue", cex=.6,main='plot(..., type="o", pch=21, bg=par("bg"))')par(op)##-------- Showing all the extra & some char graphics symbols ------------Pex <- 3 ## good for both .Device=="postscript" and "x11"ipch <- 0:35; np <- length(ipch); k <- floor(sqrt(np)); dd <- c(-1,1)/2rx <- dd + range(ix <- ipch \%/\% k)ry <- dd + range(iy <- 3 + (k-1)- ipch \%\% k)pch <- as.list(ipch)pch[26+ 1:10] <- as.list(c("*",".", "o","O","0","+","-","|","\%","#"))plot(rx, ry, type="n", axes = FALSE, xlab = "", ylab = "",main = paste("plot symbols : points (... pch = *, cex =", Pex,")"))abline(v = ix, h = iy, col = "lightgray", lty = "dotted")for(i in 1:np) {pc <- pch[[i]]points(ix[i], iy[i], pch = pc, col = "red", bg = "yellow", cex = Pex)## red symbols with a yellow interior (where available)text(ix[i] - .3, iy[i], pc, col = "brown", cex = 1.2)}}\keyword{aplot}