library (tidyverse)
library (patchwork)
df <- read_tsv ("rawdata/clean_genomes_data.tsv" ) %>%
select (molecule, jumbophage) %>%
count (molecule, jumbophage) %>%
mutate (
percent = 100 * (n / sum (n)),
jumbophage = if_else (jumbophage == FALSE , "Phage" ,
"Jumbophage"
),
molecule = factor (molecule,
levels = c ("DNA" , "ss-DNA" , "RNA" , "ds-RNA" , "ss-RNA" , "cRNA" , "mRNA" )
)
)
base_color <- c ("#d8b365" , "#5ab4ac" )
p1 <- df %>%
ggplot (aes (
x = molecule,
y = percent,
fill = jumbophage
)) +
geom_col () +
scale_y_continuous (
expand = c (0 , 0 ),
limits = c (0 , 100 ),
breaks = seq (0 , 100 , 10 )
) +
scale_fill_manual (values = base_color) +
labs (
y = "Number of phages (%)" ,
x = NULL
) +
theme (
text = element_text (size = 20 ),
panel.background = element_blank (),
panel.border = element_rect (
colour = "black" , fill = NA , linewidth = 1
),
legend.position = "bottom" ,
legend.title = element_blank ()
)
p2 <- df %>%
filter (! molecule == "DNA" & ! molecule == "ss-DNA" ) %>%
ggplot (aes (
x = molecule,
y = percent,
fill = jumbophage
)) +
geom_col () +
scale_y_continuous (
expand = c (0 , 0 ),
limits = c (0 , 0.2 ),
breaks = seq (0 , 0.2 , 0.05 )
) +
scale_fill_manual (values = "#5ab4ac" ) +
labs (
y = "Number of phages (%)" ,
x = NULL
) +
theme (
text = element_text (size = 12 ),
panel.background = element_blank (),
panel.border = element_rect (
colour = "black" , fill = NA , linewidth = 0.5
),
legend.position = "none"
)
p1 +
inset_element (p2, left = 0.35 , bottom = 0.4 , right = 0.95 , top = 0.95 )