I would like to create a line graph with three lines, one for each of three groups in column one below (i.e., 1s, 2&p, 3s). I would like my x-axis to be the second column below (i.e., np, loc, adj, V-ing, gonna) and my y-axis to be the relative frequency shown in the third column. But I'm at a loss for how to do this. Any help would be much appreciated.
1s np 0.83333333 0.16666667
loc 0.90909091 0.09090909
adj 0.91666667 0.08333333
V-ing 0.50000000 0.50000000
gonna 1.00000000 0.00000000
2&p np 0.78571429 0.21428571
loc 0.87500000 0.12500000
adj 0.84615385 0.15384615
V-ing 0.83333333 0.16666667
gonna 1.00000000 0.00000000
3s np 0.76315789 0.23684211
loc 0.87500000 0.12500000
adj 0.68888889 0.31111111
V-ing 0.78571429 0.21428571
gonna 1.00000000 0.00000000
Are you looking for something like that ? If so, you can achieve it using ggplot2
package and the geom_line
function by passing the following aesthetics aes
:
library(ggplot2)
ggplot(data = df, aes(x = XVar, y = Freq1, group = group))+
geom_line(aes(color = group))
Structure of your data (called here df
)
group XVar Freq1 freq2
1: 1s np 0.8333333 0.16666667
2: 1s loc 0.9090909 0.09090909
3: 1s adj 0.9166667 0.08333333
4: 1s V-ing 0.5000000 0.50000000
5: 1s gonna 1.0000000 0.00000000
6: 2&p np 0.7857143 0.21428571
Reproducible data
structure(list(group = c("1s", "1s", "1s", "1s", "1s", "2&p",
"2&p", "2&p", "2&p", "2&p", "3s", "3s", "3s", "3s", "3s"), XVar = c("np",
"loc", "adj", "V-ing", "gonna", "np", "loc", "adj", "V-ing",
"gonna", "np", "loc", "adj", "V-ing", "gonna"), Freq1 = c(0.83333333,
0.90909091, 0.91666667, 0.5, 1, 0.78571429, 0.875, 0.84615385,
0.83333333, 1, 0.76315789, 0.875, 0.68888889, 0.78571429, 1),
freq2 = c(0.16666667, 0.09090909, 0.08333333, 0.5, 0, 0.21428571,
0.125, 0.15384615, 0.16666667, 0, 0.23684211, 0.125, 0.31111111,
0.21428571, 0)), row.names = c(NA, -15L), class = c("data.table",
"data.frame"), .internal.selfref = <pointer: 0x55f7ff640350>)