rewrite the units within the panels using annotate

General
1

Hi,

I want to re-write the units of each variable (see the plot) within the plot panel box.
currently, the units are on the facet strip theme on the right side of the plot.

the code is

names(AE33_NCORE_hourly)
AE33_NCORE_hourly %>% 
  distinct(TheTime, .keep_all= TRUE) %>%   # remove duplicate rows based on header
  mutate(day = floor_date(TheTime,'day')) %>% 
  relocate(day) %>% 
  select(-TheTime) %>% 
  mutate(ratio_BC_OA = ifelse(ratio_BC_OA > 0.5, NA, ratio_BC_OA)) %>%
  select(day,BC_abs_370,BrC_abs_370,OA,conc_880_BC6,pm2p5,AAE_370_880,ratio_BC_OA) %>% 
  melt(id.vars=1:1)  -> AE33_NCORE_daily_june_july_a

levels(AE33_NCORE_daily_june_july_a$variable) <- c("abs[`(BC,370)`] ~ '('*Mm^-1*')'",
                                                 "abs[`(BrC,370)`] ~ '('*Mm^-1*')'",
                                                 "OA ~ '('*mu*g~m^-3*')'",
                                                 "BC ~ '('*mu*g~m^-3*')'",
                                                 "PM[2.5] ~ '('*mu*g~m^-3*')'",
                                                 "AAE[(370:880)]",
                                                 "BC:OA")
                                          
AE33_NCORE_daily_june_july_a %>% 
  ggplot(aes(x=day, y=value, color=variable, group = day, fill = variable,alpha=0.2)) + 
  geom_boxplot(notch = F) + 
  xlab("Local Time") +
  ylab("") +
  labs(title = "")+
  # ylim(0,80) + 
  theme(legend.title=element_blank()) +
  theme(legend.text=element_text(size=rel(0.8)))+
  theme(legend.position="none")+
  # theme(legend.position = c(0.8, 0.2)) +
  theme(axis.title = element_text(face="plain",size=14,color="black"),
        axis.text=element_text(size=12,face="plain", color="black"),
        axis.title.x = element_text(vjust=0.1),
        axis.text.y=element_text(hjust=0.5),
        axis.text.x=element_text(hjust=0.0, angle = -45),
        plot.title = element_text(size=16)) +
  theme(strip.text = element_text(size=11, color="black"))+
  facet_grid(variable ~., switch = "x", scales = "free_y", space = "free_x",
             labeller = label_parsed) +
  scale_x_datetime(expand=c(0,0),
                   breaks = date_breaks("5 days"),
                   labels = date_format("%b-%d"),
                   limits = as.POSIXct(c("2022-06-01 10:00:00", "2022-07-31 23:00:00")))+
  annotate("text", x = as.POSIXct("2022-06-05"), y = Inf, label = "Mm^-1", hjust = -0.1, vjust = 1.5, size = 4)

sample_plot
sample_plot860×1084 122 KB

Here I tried to use the annotate to rewrite the unit in the plot box,

  annotate("text", x = as.POSIXct("2022-06-05"), y = Inf, label = "Mm^-1", hjust = -0.1, vjust = 1.5, size = 4)

But, after applying annotate, the unit, for example, Mm^-1 is showing to each variable panel, as you can see in the attached plot.

Screenshot 2024-03-29 at 11.32.23 PM
Screenshot 2024-03-29 at 11.32.23 PM858×1086 127 KB

So, I want to write the unit Mm^-1 for 1st and 2nd panels and
the unit ugm-3 is for 3 (OA), 4(BC), and 5(pm) panels and
5 and 6 panels are free from units.

Thanks

2

It would help experiment with your data if you provided a minimal reproducible example.

If I get it right, your problem is that you want the "units" to be a text annotation that gets faceted along with the variable. So that means you see the unit as data, it should be a column in your starting data frame, and you can use geom_label() to do the faceting:

library(tidyverse)

AE33_NCORE_daily_june_july_a <- tibble(
  day = as.Date(c("09-01-01", "09-01-02", "09-01-03")) |> rep(3*5),
  value = runif(3*3*5),
  variable = LETTERS[1:3] |> rep(each = 3*5),
  unit = c("Mm^-1", "ugm-3") |> rep(times = c(2,1)) |> rep(each = 3*5)
  )

AE33_NCORE_daily_june_july_a %>% 
  ggplot(aes(x=day, y=value, color=variable, group = day, fill = variable,alpha=0.2)) + 
  geom_boxplot(notch = F) +
  facet_grid(variable ~., switch = "x", scales = "free_y", space = "free_x",
             labeller = label_parsed) +
  geom_text(aes(label = unit, x = as.Date("09-01-01"), y = .9), nudge_x = -.5, color = 'black')

Created on 2024-04-01 with reprex v2.0.2

1 Like
3

Thanks,

Here is the data,

4

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