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2.5 years ago
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HI
I want to plot two y axis - one with continuous data and other with values - ranging from 0 to 7
Example:
ID IHC FISH1 FISH2
1 3 11.5 9.5
2 1 2.9 3.9
3 2 1.5 6.5
4 1 3.3 1.3
5 2 5.5 8.5
6 2 6.6 9.6
How can I plot secondary y axis - if it is not related to primary y axis
I want to code in R.
I want a plot like this as output
This is my code:
data %>%
select(ID, IHC, FISH1, FISH2) %>%
gather(key = "FISH_IHC", value = "FISH_val", FISH1, FISH 2,
IHC, -ID) %>%
mutate(as_factor = as.factor(FISH_IHC)) %>%
ggplot(aes(x = reorder(ID,FISH_val), y = FISH_val, group = as_factor), na.rm = TRUE) +
geom_point(aes(shape=as_factor, color=as_factor)) +
scale_y_continuous(limits = c(0, 10),
oob = function(x, ...){x},
expand = c(0, -1),
breaks=number_ticks(10),
sec.axis = sec_axis(scales::rescale(pretty(range(IHC)),
name = "IHC"))