ggplot2 line chart gives "geom_path: Each group consist of only one observation. Do you need to adjust the group aesthetic?"
You only have to add group = 1
into the ggplot or geom_line aes().
For line graphs, the data points must be grouped so that it knows which points to connect. In this case, it is simple -- all points should be connected, so group=1. When more variables are used and multiple lines are drawn, the grouping for lines is usually done by variable.
Reference: Cookbook for R, Chapter: Graphs Bar_and_line_graphs_(ggplot2), Line graphs.
Try this:
plot5 <- ggplot(df, aes(year, pollution, group = 1)) +
geom_point() +
geom_line() +
labs(x = "Year", y = "Particulate matter emissions (tons)",
title = "Motor vehicle emissions in Baltimore")
You get this error because one of your variables is actually a factor variable . Execute
str(df)
to check this. Then do this double variable change to keep the year numbers instead of transforming into "1,2,3,4" level numbers:
df$year <- as.numeric(as.character(df$year))
EDIT: it appears that your data.frame has a variable of class "array" which might cause the pb. Try then:
df <- data.frame(apply(df, 2, unclass))
and plot again?
I had similar problem with the data frame:
group time weight.loss
1 Control wl1 4.500000
2 Diet wl1 5.333333
3 DietEx wl1 6.200000
4 Control wl2 3.333333
5 Diet wl2 3.916667
6 DietEx wl2 6.100000
7 Control wl3 2.083333
8 Diet wl3 2.250000
9 DietEx wl3 2.200000
I think the variable for x axis should be numeric, so that geom_line knows how to connect the points to draw the line.
after I change the 2nd column to numeric:
group time weight.loss
1 Control 1 4.500000
2 Diet 1 5.333333
3 DietEx 1 6.200000
4 Control 2 3.333333
5 Diet 2 3.916667
6 DietEx 2 6.100000
7 Control 3 2.083333
8 Diet 3 2.250000
9 DietEx 3 2.200000
then it works.