What is the size of the class interval in a distribution of 50 scores with 10 intervals?

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A table helps us to organise and analyse a set of data values. In this section we will consider frequency tables and stemplots (i.e. stem-and-leaf plots).

Frequency Tables

A frequency table is a tabular representation of a data set in an ascending order of magnitude with their corresponding frequencies. It is a simple device to provide a count of how often a data value occurs.

Note:

The word 'frequency' means 'how often'.


Example 7

The scores awarded to 25 students for an assignment were as follows:

4     7     5     9     8     6     7     7     8     5     6     9     8
5     8     7     4     7     3     6     8     9     7     6     9

Present this information in a frequency table and find the mode.

Solution:

The frequency table is as follows:

What is the size of the class interval in a distribution of 50 scores with 10 intervals?

The score that occurs most often is 7.

What is the size of the class interval in a distribution of 50 scores with 10 intervals?

Class Intervals

The data is grouped into class intervals if the frequency table becomes too large to help us organise, interpret and analyse the data. The frequency of a class interval is the number of data values that fall in the range specified by the interval.

The size of the class interval is often selected as 5, 10, 15 or 20 etc. Each class interval starts at a value that is a multiple of the size.

For example, if the size of the class interval is 5, then the class intervals should start at 0, 5, 10, 15, 20 etc. The class intervals will then be 0-4, 5-9, 10-14 etc.

Frequency Tables with Class Intervals

A frequency table for a data set containing a large number of data values is constructed as follows:

  • Determine the data range of the data set.
  • Decide the width of the class intervals.
  • Divide the range by the chosen width of the class interval to determine the number of intervals.


Example 8

A school nurse weighed 30 students in Year 10. Their weights (in kg) were recorded as follows:

50     52     53     54     55     65     60     70     48     63
74     40     46     59     68     44     47     56     49     58
63     66     68     61     57     58     62     52     56     58

a.  Present this information in a frequency table.
b.  Comment on the mode of the table.

Solution:

a.  

What is the size of the class interval in a distribution of 50 scores with 10 intervals?

What is the size of the class interval in a distribution of 50 scores with 10 intervals?

There are 7 class intervals.  This is reasonable for the given data.

The frequency table is as follows:

What is the size of the class interval in a distribution of 50 scores with 10 intervals?

b.

We notice that the modal class interval is 55-59. That is, most of the students weigh between 55 and 59 kilograms.

Stemplots (Stem-and-leaf Plots)

A stemplot (stem-and-leaf plot) is a device used to group a small data set (up to about 50 data values). The data set is arranged in ascending order while retaining all the original data values. This enables us to find the first quartile, median and the third quartile readily. The stemplot is useful to obtain information about the centre, spread, shape and outliers of the distribution.

Constructing a Stemplot

In a stemplot, each data value is considered to have two parts, a stem and a leaf. The leading digit(s) of a data value form the stem, and the trailing digit(s) becomes the leaf.

Three examples of a stemplot follow:

  • Data values 65, 70 and 74 are recorded as shown below:

What is the size of the class interval in a distribution of 50 scores with 10 intervals?
 

What is the size of the class interval in a distribution of 50 scores with 10 intervals?

  • Data values 349, 366 and 480 are recorded as shown below:

What is the size of the class interval in a distribution of 50 scores with 10 intervals?

What is the size of the class interval in a distribution of 50 scores with 10 intervals?

  • Data values 35.8, 36.2 and 36.9 are recorded as shown below:

What is the size of the class interval in a distribution of 50 scores with 10 intervals?

What is the size of the class interval in a distribution of 50 scores with 10 intervals?


Note:

To construct a stemplot, we:

  • enter the stems to the left of a vertical dividing line and the leaf to the right of the vertical dividing line for each data value
  • record each data value as listed in the data set to construct an unordered stemplot.
  • Then we construct an ordered stemplot from the unordered version by arranging the leaves in ascending order.


Example 9

Prepare a stemplot for the following set of scores which are marks obtained by 16 students:

What is the size of the class interval in a distribution of 50 scores with 10 intervals?

Solution:

What is the size of the class interval in a distribution of 50 scores with 10 intervals?

A stemplot for the score values that range from 21 to 74 is as follows:

What is the size of the class interval in a distribution of 50 scores with 10 intervals?

This stemplot is not ordered.

An ordered stemplot is obtained by arranging the leaves in order, as shown below.

What is the size of the class interval in a distribution of 50 scores with 10 intervals?


Note:

For each value of the data, the stemis the tens digit and the leaf is the units digit.


Example 10

The following data represents the number of runs per innings a player has scored in a season.

What is the size of the class interval in a distribution of 50 scores with 10 intervals?

Construct an ordered stemplot to display the data.

Solution:

What is the size of the class interval in a distribution of 50 scores with 10 intervals?

An ordered stemplot for the scores that range from 4 to 127 is given below.  Stems 0, 1, 2, 3, 4, 5, 6, 7, 8 and 9 are formed by the tens digits; whereas, the stems 10, 11 and 12 are formed by the hundreds and tens digits.  The leaves are formed by the unit digits of the values.

What is the size of the class interval in a distribution of 50 scores with 10 intervals?

We notice that the scores 4, 116 and 127 are separated from the main body of the data. So, 4, 116 and 127 are outliers. The stemplot for the data consisting of outliers can be displayed as follows:

What is the size of the class interval in a distribution of 50 scores with 10 intervals?

Note:

The value of 4 is listed at the top of the table as an outlier and the values of 116 and 127 are listed below the table as outliers.


Key Terms

tables, frequency tables, class intervals, stemplots, stem-and-leaf plots, stem, leaf

What is the size of the class interval?

The size, or width, of a class interval is the difference between the lower and upper class boundaries and is also referred to as the class width, class size, or class length.

When choosing a class interval you should have approximately how many intervals covering the entire range of data?

For most data, 6 to 15 classes are enough. Class intervals (lengths) should be equal. Intervals such as 0.1, 0.2, 0.5, 1, 2, 5, 10, 20, 50, etc are desirable.

What is the midpoint for the 95 99 Score interval?

Real Limits
Apparent Limits
Midpoints
94.5-99.5
95-99
97
89.5-94.5
90-94
92
84.5-89.5
85-89
87
79.5-84.5
80-84
82
Lesson 2 Frequency Distribution - Behavioral Statistics in Actionwww2.palomar.edu › Stats › FrequencyDistributions › FreqDistributionsnull

What is the frequency distribution that shows frequencies for class intervals?

Histograms. A histogram is a graph in which class interval frequencies of continuous variables are represented by the areas of bars centred on the 'class interval' on the horizontal (x) axis.