geom_text position middle on a bar plot

twistfire picture twistfire · Jan 26, 2017 · Viewed 11.5k times · Source

Need help with the aligning of the labels on the barplot.

Here is the reproducible code:

library(ggmap)
library(ggplot2)
library(gganimate)
library(readxl)
library(animation)

mydf1<-structure(list(year = c(1994, 1995, 1997, 1997, 1998, 1998, 2000, 
2000, 2001, 2001, 2002, 2002, 2004, 2005, 2005, 2006, 2006, 2007, 
2007, 2008, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2015, 
2016, 2016, 2016, 2016), N = c(3L, 1L, 1L, 4L, 1L, 4L, 1L, 2L, 
1L, 5L, 1L, 2L, 1L, 1L, 4L, 1L, 3L, 1L, 2L, 1L, 5L, 2L, 2L, 6L, 
4L, 1L, 1L, 2L, 1L, 1L, 3L, 4L, 1L), channels = c(86, 24, 24, 
68, 6, 34, 22, 10, 14, 24, 16, 43, 4, 20, 56, 15, 20, 8, 11, 
24, 44, 9, 23, 65, 20, 12, 5, 43, 5, 4, 24, 53, 14), 
reliability = c(0.466666666666667, 
1, 0.2, 0.8, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1), type = c("OIL", "LNG", 
"AGS", "OIL", "LNG", "OIL", "LNG", "OIL", "LNG", "OIL", "LNG", 
"OIL", "OIL", "LNG", "OIL", "LNG", "OIL", "LNG", "OIL", "LNG", 
"OIL", "OIL", "OIL", "OIL", "OIL", "OIL", "LNG", "LNG", "OIL", 
"AGS", "LNG", "LNG*", "OIL")), .Names = c("year", "N", 
"channels", "reliability", "type"), row.names = c(NA, -33L), class = "data.frame")

p3<-ggplot(data=mydf1, aes(x=year, y=channels, frame=year, cumulative=TRUE, fill=type))+
geom_bar(stat="identity")+labs(x="year", y="y")+
geom_text(aes(label=channels), vjust=1, color="white", size=3)+theme_minimal()+
ggtitle("Data here", "statistics")
p3

The problem is in the positions of the labels - they don't match the corresponding bars. See the picture for explanation.

enter image description here

How to add labels in the middle of the corresponding bar?

Answer

Jake Kaupp picture Jake Kaupp · Jan 26, 2017

With recent updates to ggplot2, you can do this by setting position = position_stack(vjust = 0.5) in geom_text().

It may also interest you that you can use geom_col() as a shortcut for geom_bar(stat = "identity"). Also, labs has a title and subtitle parameter, so you don't need to use it and ggtitle.

ggplot(data = mydf1, aes(x = year, y = channels, fill = type, frame = year, cumulative = TRUE)) +
  geom_col() +
  labs(x = "year", y = "y", title = "Data Here", subtitle = "Statistics") +
  geom_text(aes(label = channels), color = "white", size = 3, position = position_stack(vjust = 0.5)) + 
  theme_minimal()

enter image description here