The following frequency distribution gives the monthly consumption of electricity of 68 consumers of a locality. Find the median, mean and mode of the data and compare them.
| Monthly consumption (in units) | Number of consumers |
|---|---|
| 65-85 | 4 |
| 85-105 | 5 |
| 105-125 | 13 |
| 125-145 | 20 |
| 145-165 | 14 |
| 165-185 | 4 |
Concept & Theory
In grouped data, individual observations are not known, so statistical measures are computed using class intervals.
- Mean (Assumed Mean Method): \[ \overline{x} = a + \frac{\sum f_i d_i}{\sum f_i} \]
- Median: \[ \text{Median} = l + \left( \frac{\frac{n}{2} - cf}{f} \right) \times h \]
- Mode: \[ \text{Mode} = l + \left( \frac{f_1 - f_0}{2f_1 - f_0 - f_2} \right) \times h \]
Solution Roadmap
- Find class marks \(x_i\)
- Compute cumulative frequency \(cf\)
- Choose assumed mean and calculate \(d_i = x_i - a\)
- Compute \(f_i d_i\)
- Apply formulas for Mean, Median, Mode
Constructed Table
| Class | \(f_i\) | \(cf\) | \(x_i\) | \(d_i = x_i - 135\) | \(f_i d_i\) |
|---|---|---|---|---|---|
| 65-85 | 4 | 4 | 75 | -60 | -240 |
| 85-105 | 5 | 9 | 95 | -40 | -200 |
| 105-125 | 13 | 22 | 115 | -20 | -260 |
| 125-145 | 20 | 42 | 135 | 0 | 0 |
| 145-165 | 14 | 56 | 155 | 20 | 280 |
| 165-185 | 8 | 64 | 175 | 40 | 320 |
| 185-205 | 4 | 68 | 195 | 60 | 240 |
| Total | \(68\) | \(140\) |
Mean Calculation
\[ \overline{x} = 135 + \frac{140}{68} \] \[ = 135 + 2.06 \] \[ = 137.06 \]Median Calculation
\[ n = 68,\quad \frac{n}{2} = 34 \]Median class = 125-145
\[ l = 125,\ cf = 22,\ f = 20,\ h = 20 \] \[ \text{Median} = 125 + \left( \frac{34 - 22}{20} \right) \times 20 \] \[ = 125 + \left( \frac{12}{20} \right) \times 20 \] \[ = 125 + 12 \] \[ = 137 \]Mode Calculation
Modal class = 125-145
\[ l = 125,\ f_1 = 20,\ f_0 = 13,\ f_2 = 14,\ h = 20 \] \[ \text{Mode} = 125 + \left( \frac{20 - 13}{2\times20 - 13 - 14} \right) \times 20 \] \[ = 125 + \left( \frac{7}{40 - 27} \right) \times 20 \] \[ = 125 + \frac{7}{13} \times 20 \] \[ = 125 + \frac{140}{13} \] \[ = 125 + 10.77 \] \[ = 135.77 \]Final Result
Mean = 137.06
Median = 137
Mode = 135.77
Comparison Insight
Since Mean ≈ Median ≈ Mode, the distribution is approximately symmetric.
Graphical Insight (Median Position)
Exam Significance
- Very frequent 3–5 mark CBSE board question
- Tests all three measures together
- Important for CUET, SSC, Banking exams
- Concept of symmetry (Mean ≈ Median ≈ Mode) is often asked