Create Empty data.table with Column Names in R (2 Examples)
Table of contents:
Let’s get started:
Example Data & Software Packages
We first need to install and load the data.table package (CRAN page), as we want to use its functions:
install.packages("data.table") # Install & load data.table library("data.table")
Example 1: Empty data.table Where Only Columns are Defined in Advance
In this example, I’ll explain how to set up a data.table from scratch. For that, within function data.table(), we simply choose the column names and the types of the column inputs (numeric, double, …).
DT_1 <- data.table("v1" = double(), # Create an empty data.table "v2" = character(), "v3" = logical(), "v4" = factor()) DT_1 # Print data # Empty data.table (0 rows and 4 cols): v1,v2,v3,v4 str(DT_1) # Display the structure of the data # Classes ‘data.table’ and 'data.frame': 0 obs. of 4 variables: # $ v1: num # $ v2: chr # $ v3: logi # $ v4: Factor w/ 0 levels: # - attr(*, ".internal.selfref")=<externalptr>
We created a data.table with four columns of pre-defined types and zero rows. For a detailed description of the different available column types in R, we recommend you to take a look at this page.
Example 2: Empty data.table from matrix
In Example 2, I’ll show how to build a data.table using matrix(). It is particularly useful when you know in advance the dimensions of the data.table which you want to create.
DT_2 <- as.data.table(matrix(nrow = 4, ncol = 5)) # Create a data.table DT_2 # Print data
str(DT_2) # Display the structure of the data # Classes ‘data.table’ and 'data.frame': 4 obs. of 5 variables: # $ V1: logi NA NA NA NA # $ V2: logi NA NA NA NA # $ V3: logi NA NA NA NA # $ V4: logi NA NA NA NA # $ V5: logi NA NA NA NA # - attr(*, ".internal.selfref")=<externalptr>
As shown in Table 1, we have created a data.table with the previous R code. All cells are filled by NA and the column types are set to logical. In case you want to change different column types afterwards, take a look at our blog post here, where we explain how to convert the classes of data.table columns. Check out our post here to see how to change the column names of DT_2.
Video, Further Resources & Summary
Some time ago, I have published a video on my YouTube channel, which shows the R programming syntax of this tutorial. You can find the video below.
The YouTube video will be added soon.
Furthermore, you might want to read the other R tutorials which I have published on this homepage.
- Join data.tables in R – Inner, Outer, Left & Right (4 Examples)
- Add Row & Column to data.table in R (4 Examples)
- Create Data Frame with Column Names
- Avoid Losing Column Names when Adding Rows to Empty Data Frame
- Create Data Frame with Spaces in Column Names
- Introduction to R Programming
To summarize: In this article, you have learned how to generate an empty data.table in the R programming language. If you have additional questions, don’t hesitate to please let me know in the comments section below. Furthermore, don’t forget to subscribe to my email newsletter to receive regular updates on the newest tutorials.
This page was created in collaboration with Anna-Lena Wölwer. Have a look at Anna-Lena’s author page to get further information about her academic background and the other articles she has written for Statistics Globe.