Step 1: Understanding the Concept:
The mode of a grouped frequency distribution is the value that occurs most frequently.
It is calculated from the modal class, which is the class interval with the highest frequency.
Step 2: Key Formula or Approach:
The formula to calculate the mode of grouped data is:
\[ \text{Mode} = L + \left(\frac{f_1 - f_0}{2f_1 - f_0 - f_2}\right) \times h \]
where:
- \(L\) is the lower limit of the modal class.
- \(f_1\) is the frequency of the modal class.
- \(f_0\) is the frequency of the class preceding the modal class.
- \(f_2\) is the frequency of the class succeeding the modal class.
- \(h\) is the width of the class interval.
Step 3: Detailed Explanation:
We are given that the total number of families is 100.
Therefore, the sum of all frequencies must equal 100:
\[ 14 + x + 27 + y + 15 = 100 \]
\[ x + y + 56 = 100 \implies x + y = 44 \quad \text{--- (Equation 1)} \]
The mode of the distribution is given as 24.
Since the value 24 lies within the class interval 20-30, this is our modal class.
From this modal class, we identify the following parameters:
- Lower limit of modal class, \(L = 20\)
- Frequency of modal class, \(f_1 = 27\)
- Frequency of preceding class, \(f_0 = x\)
- Frequency of succeeding class, \(f_2 = y\)
- Class width, \(h = 10\)
Substituting these values into the mode formula:
\[ 24 = 20 + \left(\frac{27 - x}{2(27) - x - y}\right) \times 10 \]
\[ 24 - 20 = \left(\frac{27 - x}{54 - (x + y)}\right) \times 10 \]
Substitute \(x + y = 44\) from Equation 1 into the denominator:
\[ 4 = \left(\frac{27 - x}{54 - 44}\right) \times 10 \]
\[ 4 = \left(\frac{27 - x}{10}\right) \times 10 \]
The factor of 10 cancels out:
\[ 4 = 27 - x \implies x = 27 - 4 = 23 \]
Now, substitute the value of \(x\) back into Equation 1 to find \(y\):
\[ 23 + y = 44 \implies y = 44 - 23 = 21 \]
Thus, the missing frequencies are \(x = 23\) and \(y = 21\).
This matches the third option.
Step 4: Final Answer:
Therefore, the correct option is (C).