Mercurial > repos > mb2013 > nepenthes_3dpca
comparison PCA_plot.R @ 9:2e8c9032e8d8 draft
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author | mb2013 |
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date | Tue, 20 May 2014 03:27:01 -0400 |
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8:0cb68fb9010f | 9:2e8c9032e8d8 |
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1 #Plottool makes a graph of Principal Components created with a Principal Component analysis. | |
2 #MB | |
3 | |
4 #commands extracting of commandline | |
5 args <- commandArgs(TRUE) | |
6 | |
7 #input files and options | |
8 input <- args[1] | |
9 main_title <- args[2] | |
10 x_title <- args[3] | |
11 y_title <- args[4] | |
12 x_column <- args[5] | |
13 y_column <- args[6] | |
14 names <- args [7] #name of every sample in one file | |
15 #output file | |
16 output <- args[8] | |
17 | |
18 suppressMessages(library("geomorph")) #package geomorph | |
19 | |
20 #reading of input files | |
21 read <- read.csv(file <- input,header = TRUE) | |
22 read2 <- scan(file <- names, what = "", quiet = TRUE) | |
23 | |
24 pca1 <- read[,as.integer(x_column)] #principal component | |
25 pca2 <- read[,as.integer(y_column)] #principal component | |
26 | |
27 png(output) #output in png format | |
28 | |
29 #axis boundaries | |
30 minpca1 = min(pca1) - max(pca1) | |
31 maxpca1 = max(pca1) + max(pca1) | |
32 minpca2 = min(pca2) - max(pca2) | |
33 maxpca2 = max(pca2) + max(pca2) | |
34 | |
35 #creating the plot with principal components and titels | |
36 suppressMessages(plot(pca1,pca2, main = main_title, xlab = x_title, ylab = y_title, pch=20,cex=0.6, xlim = c(minpca1,maxpca1), ylim=c(minpca2,maxpca2))) | |
37 #add labels to data points | |
38 text(pca1,pca2,labels = read2, pos = 2, cex = 0.7,col = heat.colors(35:40)) | |
39 | |
40 graphics.off() |