Append to Data Frame in Loop in R (2 Examples) | Add Column / Row in for-Loop

In this tutorial you’ll learn how to add new columns and rows within loops in the R programming language.

Table of contents:

Let’s get started!

Creation of Example Data

As a first step, we’ll have to define some data that we can use in the examples below:

data <- data.frame(x1 = 1:5,                      # Create example data
                   x2 = 6:10,
                   x3 = 11:15)
data                                              # Return example data
#   x1 x2 x3
# 1  1  6 11
# 2  2  7 12
# 3  3  8 13
# 4  4  9 14
# 5  5 10 15

Have a look at the previous output of the RStudio console. It shows that our example data frame consists of five rows and three columns.

Example 1: Add New Column to Data Frame in for-Loop

In Example 1, I’ll show how to append a new variable to a data frame in a for-loop in R. Have a look at the following R code:

for(i in 1:3) {                                   # Head of for-loop
  new <- rep(i, nrow(data))                       # Create new column
  data[ , ncol(data) + 1] <- new                  # Append new column
  colnames(data)[ncol(data)] <- paste0("new", i)  # Rename column name
}

Within the for-loop we have performed three steps: First, we have created a vector object containing the values that we wanted to add as column to our data frame. Second, we added the new column ad the end of our data frame. Third, we renamed our new column (this step is optional).

Let’s have a look at the final output:

data                                              # Return updated data
#   x1 x2 x3 new1 new2 new3
# 1  1  6 11    1    2    3
# 2  2  7 12    1    2    3
# 3  3  8 13    1    2    3
# 4  4  9 14    1    2    3
# 5  5 10 15    1    2    3

As you can see based on the previous output of the RStudio console, we added three new variables to our data matrix.

Example 2: Add New Row to Data Frame in for-Loop

In this Example, I’ll explain how to append new rows to a data frame in a for-loop in R. Similar to Example 1, we have to create a vector object that we want to add as new row and we have to append this vector at the bottom of our data frame:

for(i in 1:2) {                                   # Head of for-loop
  new <- rep(i, ncol(data))                       # Create new row
  data[nrow(data) + 1, ] <- new                   # Append new row
}

As you can see in the following output, we have appended two new rows to our data table:

data                                              # Return updated data
#   x1 x2 x3 new1 new2 new3
# 1  1  6 11    1    2    3
# 2  2  7 12    1    2    3
# 3  3  8 13    1    2    3
# 4  4  9 14    1    2    3
# 5  5 10 15    1    2    3
# 6  1  1  1    1    1    1
# 7  2  2  2    2    2    2

Now that we could apply the same logic if we want to append a new column or row to a data frame within a while-loop or a repeat-loop.

Video & Further Resources

Do you need more explanations on the R code of this tutorial? Then you might watch the following video of my YouTube channel. I show the contents of this tutorial in the video:

The YouTube video will be added soon.

In addition, you might read the other posts which I have published on this website. I have released numerous articles already.

• Add New Column to Data Frame in R
• Add New Row to Data Frame in R
• for-Loop in R
• Store Results of Loop in Data Frame
• Loops in R
• The R Programming Language

In this tutorial you learned how to append a new variable or row to a data frame in the R programming language. In case you have further questions, don’t hesitate to tell me about it in the comments section below.