rggplot2geom-bar
How do I have a filled bar plot expressing the ratio of quantities?
In RStudio, I have the following data frame:
Month Faves Retweets Total
1. 2019-09 1267.0000 423.0000 1690.000
2. 2019-10 720.7819 294.8349 1015.617
3. 2019-11 741.2318 312.8748 1054.107
4. 2019-12 734.6458 314.0186 1048.664
5. 2020-01 754.9029 328.4743 1083.377
6. 2020-02 741.4250 330.2179 1071.643
7. 2020-03 809.6948 363.0484 1172.743
8. 2020-04 809.5476 354.3307 1163.878
I would like to show the ratio of likes to retweets using a stacked, filled bar plot, with one column per month, with the maximum y-value as 1 and the minimum as 0. I suspect I have to use ggplot and geom_bar with identity somehow. Any help would be greatly appreciated!
Solution
I think you want the following:
library(dplyr)
library(tidyr)
df %>%
dplyr::select(-Total) %>%
pivot_longer(-Month) %>%
ggplot(aes(x = Month, y = value, fill = name)) +
geom_bar(stat='identity', position = 'fill')
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