Data Science Asked by trolkura on April 3, 2021
I am trying to visualize data using R and scatterplot3d.
I have loaded data and used:
colors <- c("#999999", "#E69F00", "#56B4E9" )
scatterplot3d(output$X2,output$X6 , output$X7 , color=colors, pch="X9")
X9 is label column in my dataset. it contains 3 categories : A , B , C.
By documentation:
color : colors of points in the plot, optional if x is an appropriate
structure. Will be ignored if highlight.3d = TRUE.pch: plotting “character”, i.e. symbol to use.
Yet I still get this error
Error in scatterplot3d(output$X2, output$X6, output$X7, color =
colors, : length(color) must be equal length(x) or 1
I assumed I had to put color for every collumn in dataset, but creating such array where:
length( colors ) = length( num of columns )
yields the same error.
What is the right way to add colors?
For the colors
argument you need to assign a vector with the same length as your data points.
You don't explain how colors must be assigned to values of your output columms . In any regard, this would assign 4 different colors randomly:
cols = sample(1:4, nrow(output), replace=TRUE)
plot it with
scatterplot3d(output$X2,output$X6 , output$X7 , color=cols, pch=19, cex=1)
You could create a new column in your dataframe, e.g. rgbcolor
and assign that:
scatterplot3d(output$X2,output$X6 , output$X7 , color=output$rgbcolor, pch=19, cex=1)
pch
is the plotting character id, usually 1, 19 or 20 (circle or larger dot or smaller dot. (see for yourself: plot(1:25, 1:25, pch=1:25)
)
Tune the cex
param to make it larger or smaller (1 means size = 100%)
Answered by knb on April 3, 2021
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