this is a pretty basic question, but I'm a pretty basic script writer when it comes to RStudio, so if I could get an outline for the code to use, it would be fantastic. There are of course resources that give a general idea for faceted plots, or such plots in other applications but I'm having trouble translating this to mine in particular.
What I'm trying to do is draw a plot that shows how X (in this case distance flown by a paper plane) is affected by 2 variables (in this case height from which the plane is thrown, and the weight of the plane as measured by a number of paperclips).
The data I have is a csv (named planes2), in which is displayed columns for Distance, Paperclips (amount) and Height for each "pilot".
I appreciate any inputs! Thanks in advance.
Sure. Here's my implementation:
library(ggplot2); # Adds the ggplot2 library
# Sample data
pilots <- data.frame(
w = c(1,2,3,1,2,3,1,2,3),
h = c(10,10,10,15,15,15,20,20,20),
X = c(3,2.8,2.6,6,5.8,5.6,9,8.8,8.6));
pilots.plot <- ggplot(pilots) + # Plot object associated with data frame
geom_point(aes(h, X)) + # Points with position based on height and distance
facet_wrap(~ w); # Facets for each level of weight
Since you'll be loading the data from a .csv file instead, you'll probably want to replace the second line with something like:
pilots <- read.csv("planes2.csv", header = TRUE);
Check out the options for facet_wrap()
to see some other ways you can push the facets around. You could also include color = w
in your aes() call to represent the data without the use of facets.
Edit: Substitute your csv's header names for h, w and X in my code.
Edit: As David pointed out, you need to call the plotting object, pilots.plot
, to have R display it.
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