Statistics - Exercise 13.3

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Overview

Complete step-by-step NCERT solutions for CBSE Class 10 Maths Exercise 13.3 on the Median of Grouped Data, covering cumulative frequency tables (less than / more than type), finding missing frequencies $x$ and $y$, continuous boundary conversions, and comparing median, mean, and mode.

NCERT Exercise Practice questions with detailed step-by-step solutions

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Question 1: Monthly Water Consumption
The following frequency distribution gives the monthly consumption of water (in units) of 80 consumers of a locality. Find the median, mean, and mode of the data and compare them:
Consumption (units)50–7070–9090–110110–130130–150150–170170–190
Consumers48122016128
Cumulative Frequency & Median
Cumulative frequencies: $4, 12, 24, 44, 60, 72, 80$.
$N = 80 \implies \frac{N}{2} = 40$.
The cumulative frequency just greater than $40$ is $44$, which belongs to the class $110–130$.
Hence, the median class is $110–130$.
$l = 110, cf = 24, f = 20, h = 20$.
$$\text{Median} = l + \left(\frac{\frac{N}{2} - cf}{f}\right) \times h = 110 + \left(\frac{40 - 24}{20}\right) \times 20 = 110 + 16 = 126\text{ units}$$
Mode & Mean Calculation
Mode: Modal class is $110–130$ ($f_1 = 20, f_0 = 12, f_2 = 16$).
$$\text{Mode} = 110 + \left(\frac{20 - 12}{2(20) - 12 - 16}\right) \times 20 = 110 + \frac{8}{12} \times 20 = 110 + 13.33 \approx 123.33\text{ units}$$ Mean: Let $a = 120, h = 20$. $\sum f_i u_i = 24$.
$$\bar{x} = a + \left(\frac{\sum f_i u_i}{N}\right) \times h = 120 + \left(\frac{24}{80}\right) \times 20 = 120 + 6 = 126\text{ units}$$
$$\text{Median} = 126\text{ units}, \quad \text{Mode} \approx 123.33\text{ units}, \quad \text{Mean} = 126\text{ units}.$$
Question 2: Missing Frequencies ($x$ and $y$)
If the median of the distribution given below is 30, find the values of $x$ and $y$. Total frequency is 100.
Class Interval0–1010–2020–3030–4040–5050–60
Frequency10$x$2530$y$10
Step 1: Relation from Total Frequency
$$\sum f_i = 10 + x + 25 + 30 + y + 10 = 75 + x + y$$ $$75 + x + y = 100 \implies x + y = 25 \quad \text{--- (Equation 1)}$$
Step 2: Median Formula
The median is given as $30$, which lies in the class $30–40$.
$l = 30, h = 10, f = 30, cf = 10 + x + 25 = 35 + x$.
$$\text{Median} = l + \left(\frac{\frac{N}{2} - cf}{f}\right) \times h$$ $$30 = 30 + \left(\frac{50 - (35 + x)}{30}\right) \times 10$$ Subtract 30 from both sides: $$0 = \frac{15 - x}{3} \implies 15 - x = 0 \implies x = 15$$
Step 3: Finding $y$
Substitute $x = 15$ into Equation 1: $$15 + y = 25 \implies y = 10$$
$$\therefore x = 15 \quad \text{and} \quad y = 10.$$
Question 3: Insurance Policy Holders (Cumulative to Frequency)
An insurance agent found the following data for distribution of ages of 100 policy holders. Calculate the median age:
Age (in years)Below 20Below 25Below 30Below 35Below 40Below 45
No. of Policy Holders615295585100
Converting to Class Intervals
Class IntervalFrequency ($f_i$)Cumulative Frequency ($cf$)
15–2066
20–25$15 - 6 = 9$15
25–30$29 - 15 = 14$29
30–35$55 - 29 = 26$55
35–40$85 - 55 = 30$85
40–45$100 - 85 = 15$100
Median Calculation
$N = 100 \implies \frac{N}{2} = 50$.
Median class is $30–35$ (since $cf$ reaches 55 here).
$l = 30, cf = 29, f = 26, h = 5$.
$$\text{Median} = l + \left(\frac{\frac{N}{2} - cf}{f}\right) \times h = 30 + \left(\frac{50 - 29}{26}\right) \times 5$$ $$= 30 + \frac{21 \times 5}{26} = 30 + \frac{105}{26} \approx 30 + 4.04 = 34.04\text{ years}$$
$$\therefore \text{The median age is approximately } 34.04\text{ years}.$$
Question 4: Length of Leaves (Continuous Boundaries)
The lengths of 50 leaves of a plant are measured correct to the nearest millimetre, and the data obtained is represented in the following table:
Length (mm)110–119120–129130–139140–149150–159
No. of Leaves51015128
Find the median length of the leaves.
Conversion to Continuous Classes
Subtract $0.5$ from lower limits and add $0.5$ to upper limits:
Length (mm)Frequency ($f$)$cf$
109.5–119.555
119.5–129.51015
129.5–139.51530
139.5–149.51242
149.5–159.5850
Median Calculation
$N = 50 \implies \frac{N}{2} = 25$.
Median class is $129.5–139.5$.
$l = 129.5, cf = 15, f = 15, h = 10$.
$$\text{Median} = 129.5 + \left(\frac{25 - 15}{15}\right) \times 10 = 129.5 + \frac{100}{15} \approx 129.5 + 6.67 = 136.17\text{ mm}$$
$$\therefore \text{The median length of the leaves is } 136.17\text{ mm}.$$
Question 5: Lifetime of Neon Lamps
The following table gives the distribution of the lifetime of 500 neon lamps:
Life time (hours)1500–20002000–25002500–30003000–35003500–40004000–45004500–5000
Number of Lamps206070100908080
Find the median lifetime of a lamp.
Cumulative Frequency & Class Selection
Cumulative frequencies: $20, 80, 150, 250, 340, 420, 500$.
$N = 500 \implies \frac{N}{2} = 250$.
Median class is $3000–3500$.
$l = 3000, cf = 150, f = 100, h = 500$.
Calculation
$$\text{Median} = l + \left(\frac{\frac{N}{2} - cf}{f}\right) \times h = 3000 + \left(\frac{250 - 150}{100}\right) \times 500$$ $$= 3000 + \left(\frac{100}{100}\right) \times 500 = 3000 + 500 = 3500\text{ hours}$$
$$\therefore \text{The median lifetime of a lamp is } 3500\text{ hours}.$$
Question 6: Surnames Letter Frequency
100 surnames were randomly picked up from a local telephone directory and the frequency distribution of the number of letters in the English alphabets in the surnames was obtained as follows:
Number of Letters1–44–77–1010–1313–1616–19
Number of Surnames83545822
Determine the median number of letters. Find the mean number of letters. Also, find the modal size of the surnames.
(i) Median Calculation
$cf: 8, 43, 88, 96, 98, 100$.
$N = 100 \implies \frac{N}{2} = 50$. Median class is $7–10$.
$l = 7, cf = 43, f = 45, h = 3$.
$$\text{Median} = 7 + \left(\frac{50 - 43}{45}\right) \times 3 = 7 + \frac{21}{45} = 7 + 0.47 = 7.47\text{ letters}$$
(ii) Mode Calculation
Modal class is $7–10$ ($f_1 = 45, f_0 = 35, f_2 = 8, h = 3$).
$$\text{Mode} = 7 + \left(\frac{45 - 35}{2(45) - 35 - 8}\right) \times 3 = 7 + \frac{10}{90 - 43} \times 3 = 7 + \frac{30}{47} \approx 7.64\text{ letters}$$
(iii) Mean Calculation
Class marks: $2.5, 5.5, 8.5, 11.5, 14.5, 17.5$.
$$\sum f_i x_i = 8(2.5) + 35(5.5) + 45(8.5) + 8(11.5) + 2(14.5) + 2(17.5) = 751$$ $$\bar{x} = \frac{751}{100} = 7.51\text{ letters}$$
$$\text{Median} = 7.47, \quad \text{Mode} \approx 7.64, \quad \text{Mean} = 7.51.$$
Question 7: Weights of 40 Students
The distribution below gives the weights of 40 students of a class. Find the median weight of the students:
Weight (in kg)40–4545–5050–5555–6060–6565–7070–75
Number of Students34108843
Calculation
Cumulative frequencies: $3, 7, 17, 25, 33, 37, 40$.
$N = 40 \implies \frac{N}{2} = 20$.
The $cf$ just greater than 20 is 25, so the median class is $55–60$.
$l = 55, cf = 17, f = 8, h = 5$.
$$\text{Median} = l + \left(\frac{\frac{N}{2} - cf}{f}\right) \times h = 55 + \left(\frac{20 - 17}{8}\right) \times 5 = 55 + \frac{15}{8} = 55 + 1.875 = 56.875\text{ kg}$$
$$\therefore \text{The median weight of the students is } 56.88\text{ kg}.$$
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