Maths-
General
Easy
Question
The median of the following frequency distribution
![](data:image/png;base64,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)
- 45
- 45.75
- 46
- 46.75
Hint:
Median formula :
![l space plus space open square brackets fraction numerator begin display style n over 2 end style space minus c over denominator f end fraction close square brackets cross times h
w h e r e comma space
l space equals space l o w e r space l i m i t space o f space t h e space m e d i a n space c l a s s
n space equals space t o t a l space n u m b e r space o f space o b s e r v a t i o n s
c equals space space c u m u l a t i v e space f r e q u e n c y space o f space t h e space c l a s s space p r e c e d i n g space t h e space m e d i a n space c l a s s space
f space equals space f r e q u e n c y space o f space m e d i a n space c l a s s
h space equals space c l a s s space s i z 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The correct answer is: 46.75
Given :
![](data:image/png;base64,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)
Step 1: Find the total number of observations(n), cumulative frequency(cf)
Wages
No. of workers
Cumulative frequency
20-30
3
3
30-40
5
8
40-50
20
28
50-60
10
38
60-70
5
43
n = 43
Step 2 : Find median class
![M e d i a n space c l a s s space equals fraction numerator n space over denominator 2 end fraction space equals space fraction numerator 43 space over denominator 2 end fraction space equals 21.5
T h u s comma space m e d i a n space c l a s s space l i e s space b e t w e e n space 40 minus 50](data:image/png;base64,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)
Step 3: Use the following formula to find the median value.
![l space plus space open square brackets fraction numerator begin display style n over 2 end style space minus c over denominator f end fraction close square brackets cross times h
w h e r e comma space
l space equals space l o w e r space l i m i t space o f space t h e space m e d i a n space c l a s s space equals space 40
n space equals space t o t a l space n u m b e r space o f space o b s e r v a t i o n s space equals space 43
c equals space space c u m u l a t i v e space f r e q u e n c y space o f space t h e space c l a s s space p r e c e d i n g space t h e space m e d i a n space c l a s s space equals space 8 space
f space equals space f r e q u e n c y space o f space m e d i a n space c l a s s space equals space 20
h space equals space c l a s s space s i z e space equals space 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4mI3hBMDs8L21vPjxtaT50PC9taT48bWk+aDwvbWk+PG1pPmU8L21pPjxtbz4mI3hBMDs8L21vPjxtaT5tPC9taT48bWk+ZTwvbWk+PG1pPmQ8L21pPjxtaT5pPC9taT48bWk+YTwvbWk+PG1pPm48L21pPjxtbz4mI3hBMDs8L21vPjxtaT5jPC9taT48bWk+bDwvbWk+PG1pPmE8L21pPjxtaT5zPC9taT48bWk+czwvbWk+PG1vPiYjeEEwOzwvbW8+PG1vPj08L21vPjxtbz4mI3hBMDs8L21vPjxtbj44PC9tbj48bW8+JiN4QTA7PC9tbz48bXNwYWNlIGxpbmVicmVhaz0ibmV3bGluZSIvPjxtaT5mPC9taT48bW8+JiN4QTA7PC9tbz48bW8+PTwvbW8+PG1vPiYjeEEwOzwvbW8+PG1pPmY8L21pPjxtaT5yPC9taT48bWk+ZTwvbWk+PG1pPnE8L21pPjxtaT51PC9taT48bWk+ZTwvbWk+PG1pPm48L21pPjxtaT5jPC9taT48bWk+eTwvbWk+PG1vPiYjeEEwOzwvbW8+PG1pPm88L21pPjxtaT5mPC9taT48bW8+JiN4QTA7PC9tbz48bWk+bTwvbWk+PG1pPmU8L21pPjxtaT5kPC9taT48bWk+aTwvbWk+PG1pPmE8L21pPjxtaT5uPC9taT48bW8+JiN4QTA7PC9tbz48bWk+YzwvbWk+PG1pPmw8L21pPjxtaT5hPC9taT48bWk+czwvbWk+PG1pPnM8L21pPjxtbz4mI3hBMDs8L21vPjxtbz49PC9tbz48bW8+JiN4QTA7PC9tbz48bW4+MjA8L21uPjxtc3BhY2UgbGluZWJyZWFrPSJuZXdsaW5lIi8+PG1pPmg8L21pPjxtbz4mI3hBMDs8L21vPjxtbz49PC9tbz48bW8+JiN4QTA7PC9tbz48bWk+YzwvbWk+PG1pPmw8L21pPjxtaT5hPC9taT48bWk+czwvbWk+PG1pPnM8L21pPjxtbz4mI3hBMDs8L21vPjxtaT5zPC9taT48bWk+aTwvbWk+PG1pPno8L21pPjxtaT5lPC9taT48bW8+JiN4QTA7PC9tbz48bW8+PTwvbW8+PG1vPiYjeEEwOzwvbW8+PG1uPjEwPC9tbj48L21hdGg+m05WqQAAAABJRU5ErkJggg==)
![M e d i a n space equals space 40 space plus space open square brackets fraction numerator begin display style 21.5 space minus 8 end style over denominator 20 end fraction close square brackets cross times 10 space equals space 46.75](data:image/png;base64,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)
Related Questions to study
Maths-
The value of median for the data given below is
![](data:image/png;base64,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)
The value of median for the data given below is
![](data:image/png;base64,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)
Maths-General
chemistry-
Which of the following solutions has the highest normality-
Which of the following solutions has the highest normality-
chemistry-General
Maths-
The frequency distribution of the marks obtained by 100 students in a test carrying 50 marks is given below Then the mean is
![](data:image/png;base64,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)
The frequency distribution of the marks obtained by 100 students in a test carrying 50 marks is given below Then the mean is
![](data:image/png;base64,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)
Maths-General
Maths-
The number of students absent in a class were recorded every day for 120 days and the information is given in the following frequency table Then the mean number of students absent per day is
![](https://mycourses.turito.com/pluginfile.php/1/question/questiontext/432086/1/913849/Picture14.png)
The number of students absent in a class were recorded every day for 120 days and the information is given in the following frequency table Then the mean number of students absent per day is
![](https://mycourses.turito.com/pluginfile.php/1/question/questiontext/432086/1/913849/Picture14.png)
Maths-General
chemistry-
The molarity of 0.04NBa(OH)2 as a base is-
The molarity of 0.04NBa(OH)2 as a base is-
chemistry-General
chemistry-
Which of the following is correct-
Which of the following is correct-
chemistry-General
chemistry-
Which represent percent by strength-
Which represent percent by strength-
chemistry-General
chemistry-
What is the normality of 1MH3PO4 solution?
What is the normality of 1MH3PO4 solution?
chemistry-General
Maths-
Six faces of a balanced die are numbered from integers 1 to 6 This die is tossed 60 times and the frequency distribution of the integers obtained is given below Then the mean of the grouped data is
![](https://mycourses.turito.com/pluginfile.php/1/question/questiontext/432002/1/913742/Picture13.png)
Six faces of a balanced die are numbered from integers 1 to 6 This die is tossed 60 times and the frequency distribution of the integers obtained is given below Then the mean of the grouped data is
![](https://mycourses.turito.com/pluginfile.php/1/question/questiontext/432002/1/913742/Picture13.png)
Maths-General
Maths-
If 5 is added to each and every item of a data, then the A.M is
If 5 is added to each and every item of a data, then the A.M is
Maths-General
chemistry-
Find the molality of H2SO4 solution whose specificgravityis1.98gml-1and 95% by volume H2SO4
Find the molality of H2SO4 solution whose specificgravityis1.98gml-1and 95% by volume H2SO4
chemistry-General
chemistry-
Assertion: DH is positive for endothermic reactions.
Reason: If total enthalpies of reactants and products are HR &HP respectively then for an endothermic reaction HR<HP.
Assertion: DH is positive for endothermic reactions.
Reason: If total enthalpies of reactants and products are HR &HP respectively then for an endothermic reaction HR<HP.
chemistry-General
chemistry-
Assertion: Thechemicalreaction,3H2(g)+N2(g) →2NH3 shows decrease in entropy.
Reason: The process passes into equilibrium state when DGT,P becomes zero.
Assertion: Thechemicalreaction,3H2(g)+N2(g) →2NH3 shows decrease in entropy.
Reason: The process passes into equilibrium state when DGT,P becomes zero.
chemistry-General
chemistry-
Assertion: Atconstanttemp0ºCand1atm,the changeH2O(s)→H2O(I)DH and DE both are zero.
Reason: During is other mal process Hand E both remains constant.
Assertion: Atconstanttemp0ºCand1atm,the changeH2O(s)→H2O(I)DH and DE both are zero.
Reason: During is other mal process Hand E both remains constant.
chemistry-General
chemistry-
Assertion: For a particular reaction, heat of combusitionate contant pressure (qp) is always greater than that at constant volume (qv).
Reason: Combustion reactions are invariably accomplished by increase in no. of moles.
Assertion: For a particular reaction, heat of combusitionate contant pressure (qp) is always greater than that at constant volume (qv).
Reason: Combustion reactions are invariably accomplished by increase in no. of moles.
chemistry-General