Good day everyone,
Maybe it's a basic question but I can' resolve my issue.
I'm trying to plot a density graph using ggplot2. The code is running without errors but nothing is displayed in Rstudio.
I am using MixSIAR before to determine the contribution of food resources in the diet of a specific consumer in different sites.
Here is my entire code:
library(MixSIAR)
library(tidyr)
library(ggplot2)
install.packages("RColorBrewer")
library(RColorBrewer)
consumers <- read.csv("Tamarins_hairs_modif1.csv",header=TRUE, sep=",")
sources <- read.csv("Sources_Mean_SMA_PB.csv", header=TRUE, sep=",")
TEFs <- read.csv("TEFs.csv",header=TRUE, sep=",")
mix <- load_mix_data(filename="Tamarins_hairs_modif1.csv",
iso_names=c("d13C","d15N"),
factors="Site",
fac_random=TRUE,
fac_nested=FALSE,
cont_effects=NULL)
source <- load_source_data(filename="Sources_Mean_SMA_PB.csv",
source_factors="Site",
conc_dep=FALSE,
data_type="means",
mix)
TEF <- load_discr_data(filename="TEFs.csv", mix)
model_filename <- "MixSIAR_model.txt"
resid_err <- TRUE
process_err <- TRUE
write_JAGS_model(model_filename, resid_err, process_err, mix, source)
jags2 <- run_model(run="test", mix, source, TEF, model_filename,
alpha.prior = 1, resid_err, process_err)
post.acol.data <- c(jags2$BUGSoutput$sims.list$p.fac1[,1,1], jags2$BUGSoutput$sims.list$p.fac1[,1,2],
jags2$BUGSoutput$sims.list$p.fac1[,1,3])
post.acol.names <- c(rep("Aranea", length(jags2$BUGSoutput$sims.list$p.fac1[,1,1])),
rep("Fruits", length(jags2$BUGSoutput$sims.list$p.fac1[,1,2])),
rep("Insects", length(jags2$BUGSoutput$sims.list$p.fac1[,1,3])))
post.acol <- data.frame(post.acol.data, post.acol.names)
p<- ggplot(post.acol, aes(x = post.acol.data, y=..scaled.., colour = post.acol.names, fill = post.acol.names)) +
geom_density(alpha=0.5) +
theme_bw() +
scale_x_continuous(name="Source contribution to diet", limits= c(0,1)) +
scale_y_continuous(name=NULL, breaks=NULL) +
scale_color_manual(values=c("#00A08A","#FF0000","#F98400")) +
scale_fill_manual(values=c("#00A08A","#FF0000","#F98400")) +
ggtitle(expression(italic("Leontopithecus chrysopygus"))) +
theme(plot.title = element_text(hjust = 0.5)) +
theme(legend.background = element_rect(fill=NULL, size=NULL, linetype=NULL)) +
guides(fill=guide_legend(title="Source"), colour=guide_legend(title="Source"))
print(p)
Thanks in advance for helping me