Weighted Frequency Table in R (Example)

 

On this page, I’ll explain how to construct a table with weights in the R programming language.

The content of the post looks as follows:

Here’s the step-by-step process:

 

Creating Example Data

The following data will be used as basement for this R tutorial:

data <- data.frame(values = c(letters[1:3], letters[2:5], "b"),  # Create example data
                   weights = c(1, 2, 1, 5, 3, 1, 2, 3))
data                                                             # Print example data

 

table 1 data frame weighted frequency table

 

Table 1 shows that our example data has eight rows and two columns. The first variable contains the values that we want to show in a frequency table, and the second column contains the corresponding weights.

 

Example: Create Weighted Frequency Table Using wtd.table() Function of questionr Package

The following R programming syntax explains how to create a table with weighting using the R programming language.

For this task, we can use the questionr package. If we want to use the functions of the questionr package, we first have to install and load questionr:

install.packages("questionr")                                    # Install questionr package
library("questionr")                                             # Load questionr

Next, we can apply the wtd.table function of the questionr package to make a weighted frequency table:

my_wtd_table <- wtd.table(x = data$values,                       # Create weighted table
                          weights = data$weights)
my_wtd_table                                                     # Print weighted table
# a  b  c  d  e 
# 1 10  4  1  2

The previous RStudio console output shows our input data in a weighted frequency distribution table.

 

Video & Further Resources

Have a look at the following video on my YouTube channel. In the video tutorial, I show the contents of this tutorial:

 

The YouTube video will be added soon.

 

Furthermore, you might want to have a look at the related articles on this website.

 

In this article, I have demonstrated how to create a weighted frequency table in R programming. Tell me about it in the comments, in case you have additional questions. In addition, please subscribe to my email newsletter to get updates on new tutorials.

 

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