Created
March 13, 2021 12:19
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APA-style bar plot
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library(tidyverse) | |
# Data -------------------------------------------------------------------- | |
viz_data_one <- tibble( | |
age_group = c(rep("Adolescent", 3), rep("Young Adult", 3)), | |
framing_score = c(0.2, 0.08, 0.09, 0.3, 0.28, 0.15), | |
upper = framing_score + .02, | |
lower = framing_score - .02, | |
reward = rep(c("Small Reward", "Medium Reward", "Large Reward"), 2) | |
) %>% | |
mutate( | |
reward = as_factor(reward) %>% fct_relevel("Small Reward", | |
"Medium Reward", | |
"Large Reward") | |
) | |
# Bar graph / bar chart --------------------------------------------------- | |
viz_data_one %>% | |
ggplot(aes(x = age_group, | |
y = framing_score, | |
fill = reward, | |
ymin = lower, | |
ymax = upper)) + | |
geom_col(width = .5, position = position_dodge(.6), | |
color = "black", key_glyph = "polygon3") + | |
geom_errorbar(width = .1, position = position_dodge(.6)) + | |
scale_fill_manual(values = c("#FAFAFA", "#D4D4D4", "#737373")) + | |
scale_y_continuous(expand = expansion(0), | |
limits = c(0, 0.4), | |
breaks = seq(0, .4, .1)) + | |
labs( | |
x = "Age Group", | |
y = "Framing Score", | |
fill = NULL, | |
title = "Low Risk" | |
) + | |
theme( | |
plot.margin = unit(c(1, 1, 1, 1), "cm"), | |
panel.background = element_blank(), | |
plot.title = element_text(size = 22, face = "bold", | |
hjust = 0.5, | |
margin = margin(b = 15)), | |
axis.line = element_line(color = "black"), | |
axis.title = element_text(size = 22, color = "black", | |
face = "bold"), | |
axis.text = element_text(size = 22, color = "black"), | |
axis.text.x = element_text(margin = margin(t = 10)), | |
axis.text.y = element_text(size = 17), | |
axis.title.y = element_text(margin = margin(r = 10)), | |
axis.ticks.x = element_blank(), | |
legend.position = c(0.20, 0.8), | |
legend.background = element_rect(color = "black"), | |
legend.text = element_text(size = 15), | |
legend.margin = margin(t = 5, l = 5, r = 5, b = 5), | |
legend.key = element_rect(color = NA, fill = NA) | |
) + | |
guides( | |
fill = guide_legend( | |
keywidth = 1.2, | |
keyheight = 1.2, | |
default.unit= "cm" | |
) | |
) | |
ggsave("barchart_apa.png", width = 10, height = 7, dpi = 300) |
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