i have problems with the plots in my RNotebook. Because i print them in a for-loop they appear collected at the end of the RNotebook html and not and not at the point in the code run where I would like them to be.
My data is stored in a dataframe and is transferred with this function. A new plot should appear for each entry in the dataframe.
plot_data_clean <- function(data, name){
for (index in 1:length(data)){
data[[index]]$hobby <- factor(
data[[index]]$hobby,
levels = c(
"swimming",
"reading",
"dancing"
)
)
plot <- ggplot(data[[index]]$data, aes(x = Year, y = count, fill = hobby)) +
geom_bar(stat = "identity", position = "stack", width = 0.75) +
ggtitle(sprintf("Hobbies over time"))+
labs(x = "Year", y = "Amount", fill = "Legende:") +
theme_classic() +
theme(
plot.title = element_text(hjust = 0.5), # Center title
legend.text = element_text(size = 8), #Smaller font for the legend
legend.title = element_text(size = 9), #Smaller font for the legend title
legend.key.size = unit(0.3, "cm"), #Smaller boxes in the legend
legend.position = "bottom" #Alternatively: “bottom”, “top”, “none” (to remove)
) +
scale_x_continuous(limits = c(min(data[[index]]$data$Year)-1, max(data[[index]]$data$Year)+1), breaks = seq(min(data[[index]]$data$Year), max(data[[index]]$data$Year), 1))+
scale_y_continuous(limits = c(0, max(data[[index]]$data$Amount), breaks = seq(0, max(data[[index]]$data$Amount, 10)) +
scale_fill_manual(values = custom_colors) # Sets solid colors
#Save the plot as an image file
ggsave(filename = sprintf("Hobbies %s",data[[index]]$data$Year), plot = plot, width = 10 , height = 6, dpi = 300)
}
#print(plot)
}
}
}
Calling the function
for (file in filenames_csv){
name <- strsplit(basename(file), "ABC_")[[1]][2]
name <- strsplit(name, "\\.")[[1]][1]
plot_data_clean(clean_data, name)
}
there is another code included, but I just wanted to make it understandable.
Does anyone know a trick so that the plots are displayed one after the other in the RNotebook and not all at the end? (I would like to format this more nicely and also output the respective data tables)
(I have renamed the variables, actually my code is about something else)