Accessing Built-in Datasets in R

R comes with many built-in datasets which are quite useful while learning R. To begin learning the basics of data visualization in R, we will make use of some of these datasets.

Datasets in the 'datasets' package

Many datasets are included in a package called datasets which is distributed with R so these datasets are instantly available to you for use. For example, two datasets namely cars and pressure are included in this default datasets package. So, you can access their data by using functions such as head(cars), summary(cars), etc.

The following examples show results of calls to these functions:

1> head(cars)
2  speed dist
31     4    2
42     4   10
53     7    4
64     7   22
75     8   16
86     9   10
9>
10

1> summary(cars)
2     speed           dist       
3 Min.   : 4.0   Min.   :  2.00  
4 1st Qu.:12.0   1st Qu.: 26.00  
5 Median :15.0   Median : 36.00  
6 Mean   :15.4   Mean   : 42.98  
7 3rd Qu.:19.0   3rd Qu.: 56.00  
8 Max.   :25.0   Max.   :120.00  
9>
10

1> head(pressure)
2  temperature pressure
31           0   0.0002
42          20   0.0012
53          40   0.0060
64          60   0.0300
75          80   0.0900
86         100   0.2700
9>
10

1> summary(pressure)
2  temperature     pressure       
3 Min.   :  0   Min.   :  0.0002  
4 1st Qu.: 90   1st Qu.:  0.1800  
5 Median :180   Median :  8.8000  
6 Mean   :180   Mean   :124.3367  
7 3rd Qu.:270   3rd Qu.:126.5000  
8 Max.   :360   Max.   :806.0000  
9>
10

To learn more about a dataset, you can use the help function as help(cars).

If you want to get a list of all the datasets, you can do so using the data() function.

Datasets in Other Packages

Any R package can choose to include datasets. You can access the data from a package using thedata() function by using the package argument as follows:

data(datasetname, package="packagename")

For example, there's a popular package called MASS which contains datasets (such as Cars93). We can access the Cars93 dataset by calling the data() function.

> data(Cars93, package="MASS")

After this call to data(), the Cars93 dataset is available for use in R.

Unlock Premium Content

Upgrade your account to access the full article, downloads, and exercises.

You'll get access to:

Access complete tutorials and examples
Download source code and resources
Follow along with practical exercises
Get in-depth explanations

Accessing Built-in Datasets in R

Datasets in the 'datasets' package

Datasets in Other Packages

Unlock Premium Content

You'll get access to:

Graphic Systems in R

How to Create a Scatter Plot in R

Topics

Related Groups

Course Downloads

eBook - Data Visualization with R

Data and R Code