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Mathematics

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 - 854
85 - 1055
105 - 12513
125 - 14520
145 - 16514
165 - 1858
185 - 2054

Statistics

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Answer

We will find mean by step deviation method.

By formula,

Class mark = Lower limit + Upper limit2\dfrac{\text{Lower limit + Upper limit}}{2}

Here, h (class size) = 20.

Monthly consumption (in units)Number of consumers (fi)Class mark (xi)di = xi - aui = (xi - a)/hfiui
65 - 85475-60-3-12
85 - 105595-40-2-10
105 - 12513115-20-1-13
125 - 14520a = 135000
145 - 1651415520114
165 - 185817540216
185 - 205419560312
TotalΣfi = 68Σfiui = 7

By formula,

Mean = a+ΣfiuiΣfi×ha + \dfrac{Σfiui}{Σf_i} \times h

Substituting values we get :

Mean =135+768×20=135+3517=135+2.05=137.05\text{Mean } = 135 + \dfrac{7}{68} \times 20 \\[1em] = 135 + \dfrac{35}{17} \\[1em] = 135 + 2.05 = 137.05

Cumulative frequency distribution table is as follows :

Monthly consumption (in units)Number of consumers (frequency)Cumulative frequency
65 - 8544
85 - 10559 (4 + 5)
105 - 1251322 (9 + 13)
125 - 1452042 (22 + 20)
145 - 1651456 (42 + 14)
165 - 185864 (56 + 8)
185 - 205468 (64 + 4)

Here, n = 68, which is even

n2=682\dfrac{n}{2} = \dfrac{68}{2} = 34.

Cumulative frequency just greater than n2\dfrac{n}{2} is 42, belonging to class-interval 125 - 145.

∴ Median class = 125 - 145

⇒ Lower limit of median class (l) = 125

⇒ Frequency of median class (f) = 20

⇒ Cumulative frequency of class preceding median class (cf) = 22

By formula,

Median = l+(n2cff)×hl + \Big(\dfrac{\dfrac{n}{2} - cf}{f}\Big) \times h

Substituting values we get :

Median=125+342220×20=125+1220×20=125+12=137.\text{Median} = 125 + \dfrac{34 - 22}{20} \times 20 \\[1em] = 125 + \dfrac{12}{20} \times 20 \\[1em] = 125 + 12 \\[1em] = 137.

By formula,

Mode = l + (f1f02f1f0f2)×h\Big(\dfrac{f1 - f0}{2f1 - f0 - f_2}\Big) \times h

Here,

  1. Class size is h.

  2. The lower limit of modal class is l

  3. The Frequency of modal class is f1.

  4. Frequency of class preceding modal class is f0.

  5. Frequency of class succeeding the modal class is f2.

From table,

Class 125 - 145 has the highest frequency.

∴ It is the modal class.

∴ l = 125, f1 = 20, f0 = 13, f2 = 14 and h = 20.

Substituting values we get :

Mode=125+(20132×201314)×20=125+74027×20=125+14013=125+10.76=135.76\text{Mode} = 125 + \Big(\dfrac{20 - 13}{2 \times 20 - 13 - 14}\Big) \times 20 \\[1em] = 125 + \dfrac{7}{40 - 27} \times 20 \\[1em] = 125 + \dfrac{140}{13} \\[1em] = 125 + 10.76 \\[1em] = 135.76

Hence, mean = 137.05, median = 137 and mode = 135.76

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