GrandTour {Pursuit} | R Documentation |
Animation technique Grand Tour.
Description
Performs the exploration of the data through the technique of animation Grand Tour.
Usage
GrandTour(data, method = "Interpolation", title = NA, xlabel = NA,
ylabel = NA, size = 1.1, grid = TRUE, color = TRUE, linlab = NA,
class = NA, classcolor = NA, posleg = 2, boxleg = TRUE,
axesvar = TRUE, axes = TRUE, numrot = 200, choicerot = NA,
savptc = FALSE, width = 3236, height = 2000, res = 300)
Arguments
data |
Numerical data set. |
method |
Method used for rotations: |
title |
Titles of the graphics, if not set, assumes the default text. |
xlabel |
Names the X axis, if not set, assumes the default text. |
ylabel |
Names the Y axis, if not set, assumes the default text. |
size |
Size of the points in the graphs. |
grid |
Put grid on graphs (default = TRUE). |
color |
Colored graphics (default = TRUE). |
linlab |
Vector with the labels for the observations. |
class |
Vector with names of data classes. |
classcolor |
Vector with the colors of the classes. |
posleg |
0 with no caption, |
boxleg |
Puts the frame in the caption (default = TRUE). |
axesvar |
Puts axes of rotation of the variables (default = TRUE). |
axes |
Plots the X and Y axes (default = TRUE). |
numrot |
Number of rotations (default = 200). If method = "Interpolation", numrot represents the angle of rotation. |
choicerot |
Choose specific rotation and display on the screen, or save the image if savptc = TRUE. |
savptc |
Saves graphics images to files (default = FALSE). |
width |
Graphics images width when savptc = TRUE (defaul = 3236). |
height |
Graphics images height when savptc = TRUE (default = 2000). |
res |
Nominal resolution in ppi of the graphics images when savptc = TRUE (default = 300). |
Value
Graphs with rotations.
proj.data |
Projected data. |
vector.opt |
Vector projection. |
method |
method used on Grand Tour. |
Author(s)
Paulo Cesar Ossani
Marcelo Angelo Cirillo
References
ASIMOV, D. The Grand Tour: A Tool for Viewing Multidimensional data. SIAM Journal of Scientific and Statistical Computing, 6(1), 128-143, 1985.
ASIMOV, D.; BUJA, A. The grand tour via geodesic interpolation of 2-frames. in Visual data Exploration and Analysis. Symposium on Electronic Imaging Science and Technology, IS&T/SPIE. 1994.
BUJA, A. ; ASIMOV, D. Grand tour methods: An outline. Computer Science and Statistics, 17:63-67. 1986.
BUJA, A.; COOK, D.; ASIMOV, D.; HURLEY, C. Computational methods for High-Dimensional Rotations in data Visualization, in C. R. Rao, E. J. Wegman & J. L. Solka, eds, "Handbook of Statistics: data Mining and Visualization", Elsevier/North Holland, http://www.elsevier.com, pp. 391-413. 2005.
HURLEY, C.; BUJA, A. Analyzing high-dimensional data with motion graphics, SIAM Journal of Scientific and Statistical Computing, 11 (6), 1193-1211. 1990.
MARTINEZ, W. L., MARTINEZ, A. R., SOLKA, J.; Exploratory data Analysis with MATLAB, 2th. ed. New York: Chapman & Hall/CRC, 2010. 499 p.
YOUNG, F. W.; RHEINGANS P. Visualizing structure in high-dimensional multivariate data, IBM Journal of Research and Development, 35:97-107, 1991.
YOUNG, F. W.; FALDOWSKI R. A.; McFARLANE M. M. Multivariate statistical visualization, in Handbook of Statistics, Vol 9, C. R. Rao (ed.), The Netherlands: Elsevier Science Publishers, 959-998, 1993.
Examples
data(iris) # database
res <- GrandTour(iris[,1:4], method = "Torus", title = NA, xlabel = NA, ylabel = NA,
color = TRUE, linlab = NA, class = NA, posleg = 2, boxleg = TRUE,
axesvar = TRUE, axes = FALSE, numrot = 10, choicerot = NA,
savptc = FALSE, width = 3236, height = 2000, res = 300)
print("Projected data:"); res$proj.data
print("Projection vectors:"); res$vector.opt
print("Grand Tour projection method:"); res$method
res <- GrandTour(iris[,1:4], method = "Interpolation", title = NA, xlabel = NA, ylabel = NA,
color = TRUE, linlab = NA, posleg = 2, boxleg = FALSE, axesvar = FALSE,
axes = FALSE, numrot = 10, choicerot = NA, class = iris[,5],
classcolor = c("goldenrod3","gray53","red"),savptc = FALSE,
width = 3236, height = 2000, res = 300)
print("Projected data:"); res$proj.data
print("Projection vectors:"); res$vector.opt
print("Grand Tour projection method:"); res$method