Last active
February 13, 2020 14:30
-
-
Save padpadpadpad/f3b33da8026dfb7d9d2765ee3b238f38 to your computer and use it in GitHub Desktop.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
# load packages | |
library(flextable) | |
library(officer) | |
library(webshot) | |
library(emmeans) | |
library(dplyr) | |
library(tidyr) | |
# load example data | |
data(fiber) | |
?fiber | |
# run linear model | |
mod <- lm(strength ~ machine, fiber) | |
# do pairwise contrasts | |
emmeans::emmeans(mod, pairwise ~ machine) | |
# make contrast table | |
contrasts <- emmeans::emmeans(mod, pairwise ~ machine) %>% | |
.$contrasts %>% | |
data.frame() %>% | |
mutate_if(is.numeric, function(x)round(x, 2)) %>% | |
mutate_all(as.character) | |
# super_fp | |
super_fp <- fp_text(vertical.align = "superscript", font.size = 8, font.family = 'Times') | |
# italics_fp | |
italic_fp <- fp_text(italic = TRUE, font.size = 16, font.family = 'Times') | |
table <- flextable(contrasts) %>% | |
align(align = 'center', part = 'all') %>% | |
align(align = 'left', j = 'contrast', part = 'all') %>% | |
set_header_labels(t.ratio = "t ratio", | |
p.value = "p value") %>% | |
add_footer_row(., colwidths = ncol(contrasts), values = '') %>% | |
compose(., j = "df", part = "header", | |
value = as_paragraph(as_chunk("d.f.", props = italic_fp))) %>% | |
compose(., j = "contrast", part = "footer", | |
value = as_paragraph('P values were adjusted using the Tukey method for comparing a family of 3 estimates')) %>% | |
font(fontname = 'Times', part = 'all') %>% | |
fontsize(size = 16, part = 'all') %>% | |
autofit() %>% | |
bold(i = ~ p.value < 0.05, j = ~ p.value) %>% | |
padding(padding.top = 5, part = 'footer') | |
# save as a png #### | |
# create an Rmd file | |
rmd_name <- tempfile(fileext = ".Rmd") | |
# insert name of table object here | |
cat("```{r echo=FALSE}\ntable\n```", file = rmd_name) | |
# render as an html file ---- | |
html_name <- tempfile(fileext = ".html") | |
render(rmd_name, output_format = "html_document", output_file = html_name ) | |
# get a png from the html file with webshot ---- | |
webshot(html_name, zoom = 2, file = "table_diversity.png", | |
selector = "body > div.container-fluid.main-container > div.tabwid > table") |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment