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Building On
Addressing
Building Toward
Several adults in a school building were asked about their highest degree completed and whether they were a teacher.
What do you notice? What do you wonder?
| teacher | not a teacher | |
|---|---|---|
| associate degree | 4% | 16% |
| bachelor’s degree | 52% | 64% |
| master’s degree or higher | 44% | 20% |
Building On
Addressing
Building Toward
200 people were asked if they prefer dogs or cats and whether they live in a rural or urban setting.
The actual values collected from the survey are in the first table.
| urban | rural | total | |
|---|---|---|---|
| cat | 54 | 42 | 96 |
| dog | 80 | 24 | 104 |
| total | 134 | 66 | 200 |
The next table shows what percentage of the 200 total people are represented by each combination of categories. The segmented bar graph represents the same information graphically.
| urban | rural | |
|---|---|---|
| cat | 27% | 21% |
| dog | 40% | 12% |
The next table is a column relative frequency table and shows the percentage of people represented in each column that have a certain pet preference. The segmented bar graph represents the same information graphically.
| urban | rural | |
|---|---|---|
| cat | 40% | 64% |
| dog | 60% | 36% |
The last table is a row relative frequency table and shows the percentage of people represented in each row that live in a certain area. The segmented bar graph represents the same information graphically.
| urban | rural | |
|---|---|---|
| cat | 56% | 44% |
| dog | 77% | 23% |
Building On
Addressing
Building Toward
In an experiment to test the effectiveness of vitamin C on the length of colds, two groups of people with colds are given a pill to take once a day. The pill for one of the groups contains 1,000 mg of vitamin C, while the other group takes a placebo pill. The researchers record the results in a table.
| group A | group B | |
|---|---|---|
| cold lasts less than a week | 16 | 27 |
| cold lasts a week or more | 17 | 53 |
First, the researchers want to know what percentage (to the nearest whole percent) of people are in each combination of categories. 14% of all the participants had a cold that lasted less than a week and were in group A. What percentage of all the participants had a cold that lasted less than a week and were in group B? Complete the rest of the relative frequency table with the corresponding percentages.
| group A | group B | |
|---|---|---|
| cold lasts less than a week | 14% |
|
| cold lasts a week or more |
Next, the researchers notice that among participants who had colds that lasted less than a week, 37% were in group A. Among participants who had colds that lasted a week or more, what percentage were in group B? Complete the table with the corresponding percentages.
| group A | group B | |
|---|---|---|
| cold lasts less than a week | 37% |
|
| cold lasts a week or more |
Finally, the researchers notice that among the participants in group A, 48% had colds that lasted less than one week. Among the participants in group B, how many had colds that lasted a week or more? Complete the table with the corresponding percentages.
| group A | group B | |
|---|---|---|
| cold lasts less than a week | 48% |
|
| cold lasts a week or more |
Converting two-way tables to relative frequency tables can help reveal patterns in paired categorical variables. Relative frequency tables are created by dividing the value in each cell in a two-way table by the total number of responses in the entire table, or the total responses in a row or a column. Depending on what patterns are important, different types of relative frequency tables are used. To examine how individual combinations of the categorical variables relate to the whole group, divide each value in a two-way table by the total number of responses in the entire table to find the relative frequency.
For example, this two-way table displays the condition of a certain textbook and its price for 120 of the books at a college bookstore.
| $10 or less | more than $10 but less than $30 | $30 or more | |
|---|---|---|---|
| new | 3 | 9 | 27 |
| used | 33 | 36 | 12 |
A two-way relative frequency table is created by dividing each number in the two-way table by 120 because there are 120 values (3+9+27+33+36+12) in this data set. The resulting two-way relative frequency table can be represented using fractions, decimals, or percents. so inexpensive and that 10% of the books in the bookstore are both expensive and in used condition.
| $10 or less | more than $10 but less than $30 | $30 or more | |
|---|---|---|---|
| new | 0.025 | 0.075 | 0.225 |
| used | 0.275 | 0.300 | 0.100 |
This two-way relative frequency table allows you to see what proportion of the total is represented by each number in the two-way table. The number 33 in the original two-way table represents the number of used books that also sell for $10 or less, which is 27.5% of all the books in the data set. Using this two-way relative frequency table, we can see that there are very few (2.5%) new books that are al
In other situations, it makes sense to examine row or column proportions in a relative frequency table. For example, to convert the original two-way table to a column relative frequency table using column proportions, divide each value by the sum of the column.
| $10 or less | more than $10 but less than $30 | $30 or more | |
|---|---|---|---|
| new | 0.083 | 0.2 | 0.692 |
| used | 0.917 | 0.8 | 0.308 |
This shows that about 91.7% (
A relative frequency table is a version of a two-way table that shows how often data values occur in relation to a total. Each entry in the table shows the frequency of one response divided by the total number of responses in the entire table or by the total number of responses in a row or a column.
Each entry in this relative frequency table represents the proportion of all the textbooks that have the characteristics given by its row and column. For example, out of all 1,000 textbooks, the proportion of textbooks that are new and $10 or less is 0.025, or 2.5%.
frequency table
| $10 or less | more than $10 but less than $30 | $30 or more | total | |
|---|---|---|---|---|
| new | 25 | 75 | 225 | 325 |
| used | 275 | 300 | 100 | 675 |
| total | 300 | 375 | 325 | 1,000 |
relative frequency table
| $10 or less | more than $10 but less than $30 | $30 or more | |
|---|---|---|---|
| new | 0.300 | 0.225 | |
| used | 0.275 | 0.300 | 0.100 |
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