r - geom_tile: show tile color if a specific condition meets

Question

I want to show color if a specific condition meets (for example z > 1) and colorless otherwise. Could you please tell me how to do that?

xp <- c('Disease_1','Disease_2','Disease_3','Disease_4')
xp1 <- xp[1:2]
yp <- c('BCell','TCell')
df <- list(x=1:2,y=1:4,xp1,yp)
df <- expand.grid(df)
df$z <- c(1.804344554,1.158037086,1.686173307,
          0.500280283,1.710806067,0.857513435,
          0.66474755,1.164780941,1.769090931,
          2.058400169,3.114233859,1.436684123,
          1.770306398,0.995507604,2.538556363,
          2.264486118,1.424789875,1.816608927,
          2.773082903,1.197434618,0.829416784,
          1.622892741,2.035117094,1.650363345,
          1.927235048,1.546477438,2.308773122,
          1.041881013,1.216029616,0.478353441,
          0.834348006,1.240448774)

cols <- rev(brewer.pal(11, 'RdYlBu'))

p <- ggplot(df)
p <- p + geom_tile(aes(x, y, fill = z), 
                   colour = "black", width=0.85, height=0.85, size=1)+ # define each rectangle (small tile) border (line and size and color)
  facet_grid(Var3~Var4) + 
  theme(strip.background =element_blank(), #remove bg color of facet_grid texts
        strip.text.x = element_text(size=12, color="black", face="bold"), # font of upper texts
        strip.text.y = element_text(size=10, color="black", face="bold")) # font of right texts

question from:https://stackoverflow.com/questions/65879826/geom-tile-show-tile-color-if-a-specific-condition-meets

Answer 1

To have the tiles colorless if a condition is not met, assign NA in an ifelse statement and assign the color "white" in scale_fill_continuous.

library(ggplot2)
library(RColorBrewer)

cols <- rev(brewer.pal(11, 'RdYlBu'))
df
p <- ggplot(df)
p <- p + geom_tile(aes(x, y, fill = ifelse(z > 1, z, NA)), 
                   colour = "black", width=0.85, height=0.85, size=1)+ # define each rectangle (small tile) border (line and size and color)
  scale_fill_continuous(name = "z Scale", na.value = 'white') +
  labs() +
  facet_grid(Var3 ~ Var4) + 
  theme(strip.background =element_blank(), #remove bg color of facet_grid texts
        strip.text.x = element_text(size=12, color="black", face="bold"), # font of upper texts
        strip.text.y = element_text(size=10, color="black", face="bold")) # font of right texts
p