CODEWITHSUNDEEP
rggplot2geom-bar
LXJ
LXJ

Reputation: 43

How to plot a barplot using ggplot

                 average
Young          0.01921875
Cohoused Young 0.07111951
Old            0.06057224
Cohoused Old   0.12102273

I am using the above data frame to create a histogram or bar and my code is as follows:

C <-ggplot(data=c,aes(x=average))
C + geom_bar()

but the plot is attached here.

enter image description here I would like the bar heights to reflect my data on the y axis instead of where the bar is placed on the x axis, but I don't know what my problem is in the code.

Upvotes: 2

Views: 99

Answers (1)

akrun
akrun

Reputation: 886938

We can create a column with rownames_to_column

library(dplyr)
library(tibble)
library(ggplot2)
c %>%
    rownames_to_column('rn') %>%
    ggplot(aes(x = rn, y = average)) +
         geom_col()

Or create a column directly in base R

c$rn <- row.names(c)
ggplot(c, aes(x = rn, y = average)) +
     geom_col()

Or as @user20650 suggested

ggplot(data=c,aes(x=rownames(c) , y=average))

NOTE: It is better not to name objects with function names (c is a function)

In base R, with barplot, we can directly get the plots

barplot(as.matrix(c))

Upvotes: 1

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