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What number of variables does each type of data involve?
See solution.
We want to determine the difference between univariate and bivariate data. To do so, we will look at example data sets of each type.
Keep in mind that this is only one example of this type of data. The following data sets are also univariate.
A data set is considered bivariate when it uses two variables. Once again, let's consider the number of hours per day that computer science students spend in front of a computer. This time, we will also consider the number of hours the students spend programming.
Hours Spent | |
---|---|
In Front of a Computer | Programming |
8 | 6 |
9 | 4 |
5 | 5 |
13 | 2 |
3 | 3 |
10 | 8 |
14 | 10 |
7 | 5 |
6 | 4 |
8 | 0 |
Now the data set involves two variables. Therefore, it is bivariate. This type of data usually shows the relationship between two variables. To visualize the relationship between two variables, we can plot ordered pairs of the data on a scatter plot.
The following data sets are also examples of bivariate data sets.
Finally, we can conclude the differences between univariate and bivariate data.
Differences Between Types of Data | |
---|---|
Univariate | Bivariate |
Uses one variable | Uses two variables |
Does not show a relationship between variables | Shows a relationship between variables |
Can be represented using a bar graph | Can be represented using a scatter plot |