Control multiple column header formatting parameters xtable - r

I have this example below where I create a basic data frame then output it to PDF through LaTeX using knitr. I am controlling some of the basic formatting and have used the function bold to bold the column headers and have redefined my column names through colnames().
However, there is a function called spaces which on it's own will effectively remove spaces from the column headers. Is there a way to combine bold and spaces and pass it into sanitize.colnames.function to avoid renaming the column headers manually?
The intent is to basically manipulate the data frame in R to make it as dynamic as possible when data frames (printed to tables) change during analysis.
Thanks
\documentclass{article}
\begin{document}
%\SweaveOpts{concordance=TRUE}
hello here is a table - Table \ref{tab:mydataframe}
<<testtable, cache=FALSE, eval=TRUE, echo=FALSE, results = 'asis', warning=FALSE, error=FALSE, message=FALSE>>=
library(xtable)
library(printr)
library(knitr)
library(dplyr)
df_one = data.frame(column_one = c(1:10), column_two = c(11:20))
bold = function(x) {paste('{\\textbf{',x,'}}', sep ='')}
spaces = function(x){gsub("\\."," ",x)} # THIS IS NOT USED
colnames(df_one) = c('Column one', 'Column two')
print(xtable(df_one, type = 'latex', caption ='My test dataframe', label ='tab:mydataframe', align='lll', digits = 5), caption.placement ='top', include.rownames = FALSE, table.placement = '!h', sanitize.colnames.function = bold)
#
\end{document}

Related

Mathematical Symbols in r [duplicate]

I am creating presentation using R Markdown with PDF (Beamer) as output. I am using library kableExtra for some formatting.
The following code gives me the expected result
library(knitr)
# library(kableExtra)
# create data frame
df <- data.frame(mean = c(1,2,3), beta = c(5,6,7))
# print data frame to slide
knitr::kable(df,
col.names = c("mean", "$\\beta_t$"))
However, when I use library(kableExtra) as in code below, the printed PDF show $\beta_t$ instead of the Greek letter beta.
library(knitr)
library(kableExtra)
# create data frame
df <- data.frame(mean = c(1,2,3), beta = c(5,6,7))
# print data frame to slide
knitr::kable(df,
col.names = c("mean", "$\\beta_t$"))
Is there any good way to rename the column name to Greek letter while using library(kableExtra)?
Use escape = FALSE in the call to kable():
# print data frame to slide
knitr::kable(df,
col.names = c("mean", "$\\beta_t$"),
escape = FALSE)
This produces
It looks a little nicer using booktabs = TRUE:
but you'll need to add
header-includes:
- \usepackage{booktabs}
to the document YAML since you're using beamer.

How to generate automatic numbering of table titles in word using knit in Rmarkdown?

I'm doing a markdown report for my work. I need the outputs in word. Although with KABLE I can place titles on my tables, they are not numbered.
What should I add to kable () or in YAML to get automatic numbering of my tables?
crude example of what I do:
table(cars$speed) %>%
as.data.frame() %>%
kable(caption = "title",digits = 0, format.args = list( decimal.mark = ",",big.mark = "."),booktabs = T) %>%
kable_styling(latex_options = c("hold_position"))
To do this you will need to use the bookdown extensions to markdown. The following is an example rmarkdown (.Rmd) file which does want you want:
---
output:
bookdown::word_document2
---
See Table \#ref(tab:myfirsttable).
```{r myfirsttable, echo = FALSE}
knitr::kable(head(cars, 3), caption = "First three rows of cars dataset")
```
See Table \#ref(tab:mysecondtable).
```{r mysecondtable, echo = FALSE}
knitr::kable(head(iris, 3), caption = "First three rows of iris dataset")
```
Once generated the word document looks like:
For more information see:
https://bookdown.org/yihui/bookdown/a-single-document.html
https://bookdown.org/yihui/bookdown/tables.html

Italicising the headings of a dataframe in rmarkdown

I would like to apply some latex-style formatting to column headings in a pander table in rmarkdown, knitting to pdf.
Notice in the toy document below the latex commands that work for the elements of the dataframe do not work for the headings. Specifically I would like (1) to be able to italicise some headings, (2) to be able to have headings with spaces between the letters (at the moment R automatically adds a .). However I am generally interested in how to get the headings in a dataframe to accept the same latex commands as the elements of the dataframe.
---
title: "Chapter 12: Adding to the Discrete Time Hazard Model"
output:
pdf_document: default
html_document: null
word_document: null
toc: yes
linestretch: 1.3
classoption: fleqn
header-includes:
- \setlength{\mathindent}{0pt}
- \setlength\parindent{0pt}
- \usepackage{amssymb}
---
```{r global_options, include=FALSE, echo = FALSE}
#this sets global knit options (i.e. options for the entire document. The following supresses any warnings from being include in the output and sets plot parameters. Note that setting dev to pdf allows us to set size of graphs easily
rm(list = ls())
knitr::opts_chunk$set(fig.width=12, fig.height=8, fig.path='Figs/',
echo=FALSE, warning=FALSE, message=FALSE, dev = 'pdf')
```
``` {r table p 446}
abC <- 0.3600344
bC <- 0.2455304
intC <- 0.4787285
dfTrans <- data.frame("Prototype" = c("$\\textit{Left/not Blue}$", "Left/Blue", "Right/not Blue", "Right/Blue"),
"$LEFT$" = c(0,1,0,1),
"$\\textit{BLUE}$" = c(0,0,1,1),
`Combined Parameter Estimates` = c(paste("0 x ", round(abC,4), "+ 0 x", round(bC,4), "+ 0 x", round(intC, 4), sep = " "), 8, 9, 0))
library(pander)
panderOptions('table.split.table', 300) # this forces the table to the width of the page.
pander(dfTrans, justify = "left")
```
I'm not sure how to do this with pander, but here is a method using the kable function from knitr and kableExtra functions for detailed table formatting. I haven't changed the yaml markup, but the updated code chunks are pasted in below, followed by the output.
```{r global_options, include=FALSE, echo = FALSE}
#this sets global knit options (i.e. options for the entire document. The following supresses any warnings from being include in the output and sets plot parameters. Note that setting dev to pdf allows us to set size of graphs easily
knitr::opts_chunk$set(fig.width=12, fig.height=8, fig.path='Figs/',
echo=FALSE, warning=FALSE, message=FALSE, dev = 'pdf')
# rm(list = ls()) This is unnecessary. knitr runs the rmarkdown document in a clean session.
library(knitr)
library(kableExtra)
options(knitr.table.format = "latex") # latex output (instead of default html)
library(tidyverse) # For dplyr pipe (%>%) and mutate
```
```{r table p 446}
abC <- 0.3600344
bC <- 0.2455304
intC <- 0.4787285
# I've removed the latex formatting from the data frame code
dfTrans <- data.frame(Prototype = c("Italic_Left/not Blue", "Left/Blue", "Right/not Blue", "Right/Blue"),
LEFT = c(0,1,0,1),
BLUE = c(0,0,1,1),
`Combined Parameter Estimates` = c(paste("0 x ", round(abC,4), "+ 0 x", round(bC,4), "+ 0 x", round(intC, 4), sep = " "), 8, 9, 0))
# Remove periods in column names
names(dfTrans) = gsub("\\.", " ", names(dfTrans))
# Two other options:
# 1. Use the data_frame function from tidyverse, rather than the base data.frame function.
# data_frame doesn't add periods, so you won't need to fix the column names afterwards.
# 2. Set check.names=FALSE in data.frame
# Use kableExtra cell_spec function to format on a cell-by-cell basis
dfTrans = dfTrans %>%
mutate(Prototype = cell_spec(Prototype, color=c("black","blue"),
align=rep(c("l","r"), each=2)))
# Format each of the column names using kableExtra text_spec
names(dfTrans)[1] = text_spec(names(dfTrans)[1], italic=TRUE)
names(dfTrans)[2] = text_spec(names(dfTrans)[2], align="l")
names(dfTrans)[3] = text_spec(names(dfTrans)[3], align="r", italic=TRUE, color="blue")
names(dfTrans)[4] = text_spec(names(dfTrans)[4], align="r")
# Output the table
kable(dfTrans, booktabs=TRUE, escape=FALSE)
```
One thing I'm not sure how to do yet is to format just the first value of dfTrans$Prototype as italic. cell_spec seems to use only the first value of an italic logical vector, so the following italicizes the whole column:
dfTrans = dfTrans %>%
mutate(Prototype = cell_spec(Prototype, color=c("black","blue"),
align=rep(c("l","r"), each=2),
italic=c(TRUE, rep(FALSE, n()-1))))
Here is a huxtable-based solution (my package):
abC <- 0.3600344
bC <- 0.2455304
intC <- 0.4787285
dfTrans <- data.frame(Prototype = c("Italic_Left/not Blue", "Left/Blue", "Right/not Blue", "Right/Blue"),
LEFT = c(0,1,0,1),
BLUE = c(0,0,1,1),
`Combined Parameter Estimates` = c(paste("0 x ", round(abC,4), "+ 0 x", round(bC,4), "+ 0 x", round(intC, 4), sep = " "), 8, 9, 0))
library(huxtable)
huxTrans <- hux(dfTrans, add_colnames = TRUE) # column names become first row
huxTrans[1, 4] <- 'Combined Parameter Estimates' # get rid of the dots
align(huxTrans)[4:5, 1] <- 'right'
text_color(huxTrans)[c(3, 5), 1] <- 'blue'
text_color(huxTrans)[1, 3] <- 'blue'
italic(huxTrans)[1, c(1, 3)] <- TRUE
huxTrans # will automatically become LaTeX in RMarkdown
quick_pdf(huxTrans)
Which looks like this in the terminal:
And this in PDF output:
You can add borders as well if you want.

bookdown: punctuation between table numbering and table caption in docx output with knitr

In the old bookdown (I forgot the version), there is a punctuation, such as :, between table number and the content of table caption. For example, it may be like Table 1:XXXX. However, it seems the punctuation losses in the newest bookdown. The caption now is Table 1 XXXX. But I like the punctuation more than without it. The following is an example.
---
output: bookdown::word_document2
---
```{r results = 'asis', echo = FALSE, eval = T}
data <- data.frame(ColA = c(1, 2, 3), colB = c('abc', 'def', 'ghi'))
kable(data, format = 'pandoc', booktabs = TRUE, longtable = TRUE, caption = 'test table')
```
Save the codes as test1.Rmd. After that attach the package bookdown and run
rmarkdown::render('test1.Rmd', output_format = 'word_document2', quiet = T)
the table caption is Table 1:test table with the old knitr, but now is Table 1 test table.
So my question goes as follows.
Is there a way to add the punctuation between table number and content of table caption with the newest bookdown?
If there is a way, could I change the punctuations, such from : to ., or from . to $. with the newest bookdown?

Rmarkdown table pushed to two pages when it can fit in one

I'm trying to create separate Rmd files for different tables where each table gets rendered to separate pdfs. Because of some complex formatting issues, I'm using xtable to try and pull this off. I have some tables that I anticipate will fill up a full 8.5x11.0 page with 1 inch margins. But when I render them the first page of the pdf is blank and the second page has the entire, properly formatted table. I'm looking for help to get this to work right. Here's my minimal workable example...
---
output: pdf_document
tables: true
geometry: margin=1.0in
---
```{r results='asis', echo=FALSE, warning=FALSE, eval=TRUE}
require(xtable)
# set up data frame
df <- data.frame(Label=c(letters[1:26], letters[1:13]), Numbers=1:39)
strCaption <- "\\textbf{Supplementary Table 1. This table is just produced with some random data and does not mean anything.}"
# set up xtable output
print(xtable(df, caption = strCaption, label = ""),
size = "normalsize",
include.rownames = FALSE,
include.colnames = TRUE,
caption.placement = "top",
comment=FALSE
)
```
This gets saved as test.Rd and I render using...
library(rmarkdown)
render("test.Rmd"
If I change the margin sizes, it seems to only affect the left and right margin. If I shrink the size of the font, it will fit on one page, but I'd like to keep the font size as is and get rid of the blank first page. Ideas? I'm a bit of a latex newbie so apologies for missing something obvious.
I think if you add the floating = FALSE argument, it should solve the problem. I think this is the LaTex equivalent of the !h here argument when you define the table. I also separated the library call from the other code (and used library instead of require), but that's stylistic and picky.
---
output: pdf_document
tables: true
geometry: margin=1.0in
---
```{r echo=FALSE, warning=FALSE, eval=TRUE, results='hide'}
library(xtable)
```
```{r eval=TRUE, echo=FALSE, results='asis'}
# set up data frame
df <- data.frame(Label=c(letters[1:26], letters[1:13]), Numbers=1:39)
strCaption <- "\\textbf{Supplementary Table 1. This table is just produced with some random data and does not mean anything.}"
# set up xtable output
print(xtable(df, caption = strCaption, label = ""),
include.rownames = FALSE,
include.colnames = TRUE,
caption.placement = "top",
comment=FALSE,
floating=FALSE
)
```
Thanks to the posting from ted-dallas, I was able to figure out that the table.placement option did what I want without having to turn off the floating...
---
output: pdf_document
tables: true
geometry: margin=1.0in
---
```{r results='asis', echo=FALSE, warning=FALSE, eval=TRUE}
require(xtable)
# set up data frame
df <- data.frame(Label=c(letters[1:26], letters[1:13]), Numbers=1:39)
strCaption <- "\\textbf{Supplementary Table 1. This table is just produced with some random data and does not mean anything.}"
# set up xtable output
print(xtable(df, caption = strCaption, label = ""),
size = "normalsize",
include.rownames = FALSE,
include.colnames = TRUE,
caption.placement = "top",
comment=FALSE,
table.placement = "!ht"
)
```
This generates the output I was looking for.

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