Questions: The accompanying data set lists the numbers of children of world leaders. Use the data to construct a frequency distribution using six classes and to create a frequency polygon. Describe any patterns.
Transcript text: The accompanying data set lists the numbers of children of world leaders. Use the data to construct a frequency distribution using six classes and to create a frequency polygon. Describe any patterns.
Solution
Solution Steps
To solve this problem, we need to follow these steps:
Organize the data into six classes.
Count the frequency of numbers of children in each class.
Create a frequency distribution table.
Plot a frequency polygon to visualize the distribution.
Step 1: Organize Data into Classes
We need to organize the given data into six classes. The class intervals are:
\[
\begin{align_}
0-2 \\
3-5 \\
6-8 \\
9-11 \\
12-14 \\
15-17 \\
\end{align_}
\]
Step 2: Count Frequencies
We count the number of data points that fall into each class interval:
\[
\begin{align_}
0-2: & \quad 11 \\
3-5: & \quad 17 \\
6-8: & \quad 7 \\
9-11: & \quad 5 \\
12-14: & \quad 2 \\
15-17: & \quad 1 \\
\end{align_}
\]
Step 3: Create Frequency Distribution Table
We create a frequency distribution table based on the counted frequencies:
\[
\begin{array}{|c|c|}
\hline
\text{Class Interval} & \text{Frequency} \\
\hline
0-2 & 11 \\
3-5 & 17 \\
6-8 & 7 \\
9-11 & 5 \\
12-14 & 2 \\
15-17 & 1 \\
\hline
\end{array}
\]
Step 4: Calculate Class Midpoints
We calculate the midpoints for each class interval:
\[
\begin{align_}
\text{Midpoint of } 0-2: & \quad \frac{0+2}{2} = 1.0 \\
\text{Midpoint of } 3-5: & \quad \frac{3+5}{2} = 4.0 \\
\text{Midpoint of } 6-8: & \quad \frac{6+8}{2} = 7.0 \\
\text{Midpoint of } 9-11: & \quad \frac{9+11}{2} = 10.0 \\
\text{Midpoint of } 12-14: & \quad \frac{12+14}{2} = 13.0 \\
\text{Midpoint of } 15-17: & \quad \frac{15+17}{2} = 16.0 \\
\end{align_}
\]
Step 5: Plot Frequency Polygon
We plot the frequency polygon using the class midpoints and their corresponding frequencies.