Grouped Frequency Tables
This lesson covers:
- Grouped frequency tables
- Calculating mid-interval values for grouped data
- Estimating the mean, mode and range from a grouped frequency table
Introduction to grouped frequency tables
Grouped frequency tables categorise data into intervals, or classes, to simplify large data sets.
Each category, known as a class, has a specified range instead of an exact data point.
Height (mm) | Frequency | Mid-interval value |
---|---|---|
5 < h10 | 12 | 7.5 |
10 < h 15 | 15 | 12.5 |
No overlapping between classes
To ensure each data value fits into a unique class, we use inequalities.
The first class in the table above contains values which are larger than 5 up to and including 10.
For example, a value of 10.0 falls in the first class, whereas 10.1 would fit into the second.
Determining mid-interval value
To find this, sum the boundaries of a class and halve the result.
For example, for heights of 5 to 10 mm, the mid-interval value is 25+10 = 7.5.
Identifying the modal class from a grouped frequency table
The modal class is the class which occurs most frequently.
The table below shows the heights of students in a tutor group.
height (cm) | frequency |
---|---|
100 < h 110 | 4 |
110 < h 120 | 8 |
120 < h 130 | 6 |
130 < h 140 | 3 |
140 < h 150 | 2 |
The most frequently occurring class is 110 < h ≤ 120 with a frequency of 8.
Identifying the median from a grouped frequency table
height (cm) | frequency |
---|---|
100 < h 110 | 4 |
110 < h 120 | 8 |
120 < h 130 | 6 |
130 < h 140 | 3 |
140 < h 150 | 2 |
The median class contains the 2n + 1 value.
Where:
- n = total frequency
For the example above:
Total frequency = 4 + 8 + 6+ 3 + 2 = 23
Location of the median class = 223 + 1 = 12
The 12th value lies within the 110 < h ≤ 120 class, making this the median class.
Identifying the range from a grouped frequency table
height (cm) | frequency |
---|---|
100 < h 110 | 4 |
110 < h 120 | 8 |
120 < h 130 | 6 |
130 < h 140 | 3 |
140 < h 150 | 2 |
The range can be identified by subtracting the minimum value from the lowest class from the maximum value from the highest class.
In the example above the range = 150 - 100 = 50 cm
Estimating mean from group data
To calculate the mean from a grouped frequency table:
- Insert a third column for mid-interval value.
- Add a fourth column titled frequency x mid-interval value.
- Calculate the total frequency and total (frequency x mid-interval value).
- Mean = total frequencytotal (frequency x mid−interval value)
Example:
Mass (kg) | Frequency | Mid-interval value (kg) | Frequency x mid-interval value |
---|---|---|---|
40 < w 50 | 8 | 45 | 360 |
50 < w 60 | 16 | 55 | 880 |
60 < w 70 | 12 | 65 | 780 |
70 < w 80 | 6 | 75 | 450 |
Total = 42 | Total = 2,470 |
Mean weight = total frequencytotal (frequency x mid−interval value)=422,470 = 58.8 kg
Worked Example 1: Identifying the mean from a grouped frequency table
Calculate the mean from the grouped frequency table below.
Time taken (minutes) | Frequency |
---|---|
0 < m 10 | 3 |
10 < m 20 | 8 |
20 < m 30 | 11 |
30 < m 40 | 9 |
40 < m 50 | 9 |
- Insert a third column for mid-interval value.
- Add a fourth column for frequency x mid-interval value.
- Calculate the total (frequency x mid-interval value).
- Mean = total frequencytotal (frequency x mid interval value)
Time taken (minutes) | Frequency | Mid-interval value | Frequency x mid-interval value |
---|---|---|---|
0 < m 10 | 3 | 5 | 15 |
10 < m 20 | 8 | 15 | 120 |
20 < m 30 | 11 | 25 | 275 |
30 < m 40 | 9 | 35 | 315 |
40 < m 50 | 9 | 45 | 405 |
Total = 40 | Total = 1,130 |
mean = 401,130 = 28.25 minutes
Which is the modal class?
age (years) | frequency |
---|---|
0 < a 5 | 4 |
5 < a 10 | 7 |
10 < a 15 | 3 |
15 < a 20 | 5 |
10 < a ≤ 15
0 < a ≤ 5
5 < a ≤ 10
15 < a ≤ 20
|
Which class contains the median value?
age (years) | frequency |
---|---|
0 < a 5 | 4 |
5 < a 10 | 7 |
10 < a 15 | 3 |
15 < a 20 | 5 |
10 < a ≤ 15
0 < a ≤ 5
5 < a ≤ 10
15 < a ≤ 20
|
Which is the modal class?
Height (cm) | frequency |
---|---|
140 < h 150 | 7 |
150 < h 160 | 10 |
160 < h 170 | 15 |
170 < h 180 | 8 |
140 < h ≤ 150
170 < h ≤ 180
160 < h ≤ 170
150 < h ≤ 160
|