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Question: To find out the concentration of \[S{O_2}\] in the air (in parts per million, which is ppm), the dat...

To find out the concentration of SO2S{O_2} in the air (in parts per million, which is ppm), the data was collected for 3030 localities in a certain city and is presented below:

Concentration of SO2S{O_2}(in ppm)Frequency
0.000.040.00 - 0.0444
0.040.080.04 - 0.0899
0.080.120.08 - 0.1299
0.120.160.12 - 0.1622
0.160.200.16 - 0.2044
0.200.240.20 - 0.2422

Find the mean concentration of SO2S{O_2} in the air.

Explanation

Solution

The mean (or average) of observations, is the sum of the values of all the observations divided by the total number of observations.
If x1,x2,x3,......,xn{x_1},{x_2},{x_3},......,{x_n} are observations with respective frequencies f1,f2,f3,........,fn{f_1},{f_2},{f_3},........,{f_n} then this means observation x1{x_1} occurs f1{f_1} times, x2{x_2} occurs f2{f_2} times, and so on.
Now, the sum of the values of all the observations =f1x1+f2x2+......+fnxn{f_1}{x_1} + {f_2}{x_2} + ...... + {f_n}{x_n},and sum of the number of observations = f1+f2+f3+........+fn{f_1} + {f_2} + {f_3} + ........ + {f_n}

Formula used: So, the mean xx of the data is given by
x=f1x1+f2x2+......+fnxnf1+f2+f3+........+fnx = \dfrac{{{f_1}{x_1} + {f_2}{x_2} + ...... + {f_n}{x_n}}}{{{f_1} + {f_2} + {f_3} + ........ + {f_n}}}
Or
x=i=1nfixii=1nfix = \dfrac{{\sum\limits_{i = 1}^n {{f_i}{x_i}} }}{{\sum\limits_{i = 1}^n {{f_i}} }}

Complete step-by-step answer:
It is given that, the data was collected for 3030 localities in a certain city and the concentration of SO2S{O_2} in the air is presented below:

Concentration of SO2S{O_2}(in ppm)Frequency
0.000.040.00 - 0.0444
0.040.080.04 - 0.0899
0.080.120.08 - 0.1299
0.120.160.12 - 0.1622
0.160.200.16 - 0.2044
0.200.240.20 - 0.2422

We need to find out the mean concentration of SO2S{O_2} in the air.
The observation xi{x_i} is given by (upper class limit + lower class limit)2\dfrac{{\left( {{\text{upper class limit + lower class limit}}} \right)}}{2}

Concentration of SO2S{O_2}(in ppm)Frequency (fi)({f_i})Observation xi{x_i}fixi{f_i}{x_i}
0.000.040.00 - 0.04440.00+0.042=0.02\dfrac{{0.00 + 0.04}}{2} = 0.024×0.02=0.084 \times 0.02 = 0.08
0.040.080.04 - 0.08990.04+0.082=0.122=0.06\dfrac{{0.04 + 0.08}}{2} = \dfrac{{0.12}}{2} = 0.069×0.06=0.549 \times 0.06 = 0.54
0.080.120.08 - 0.12990.08+0.122=0.202=0.10\dfrac{{0.08 + 0.12}}{2} = \dfrac{{0.20}}{2} = 0.109×0.10=0.909 \times 0.10 = 0.90
0.120.160.12 - 0.16220.12+0.162=0.282=0.14\dfrac{{0.12 + 0.16}}{2} = \dfrac{{0.28}}{2} = 0.142×0.14=0.282 \times 0.14 = 0.28
0.160.200.16 - 0.20440.16+0.202=0.362=0.18\dfrac{{0.16 + 0.20}}{2} = \dfrac{{0.36}}{2} = 0.184×0.18=0.724 \times 0.18 = 0.72
0.200.240.20 - 0.24220.20+0.242=0.442=0.22\dfrac{{0.20 + 0.24}}{2} = \dfrac{{0.44}}{2} = 0.222×0.22=0.442 \times 0.22 = 0.44

i=1nfi=4+9+9+2+4+2=30\sum\limits_{i = 1}^n {{f_i}} = 4 + 9 + 9 + 2 + 4 + 2 = 30
i=1nfixi=0.08+0.54+0.90+0.28+0.72+0.44=2.96\sum\limits_{i = 1}^n {{f_i}{x_i}} = 0.08 + 0.54 + 0.90 + 0.28 + 0.72 + 0.44 = 2.96
Mean Concentration of SO2S{O_2}(in ppm) = i=1nfixii=1nfi=2.9630=0.09866=0.099\dfrac{{\sum\limits_{i = 1}^n {{f_i}{x_i}} }}{{\sum\limits_{i = 1}^n {{f_i}} }} = \dfrac{{2.96}}{{30}} = 0.09866 = 0.099ppm.

Note: Mean
There are several kinds of means in mathematics, especially in statistics. For a data set, the arithmetic mean, also called the expected value or average, is the central value of a discrete set of numbers: specifically, the sum of the values divided by the number of values.
m = Sum of the termsNumber of terms{\text{m = }}\dfrac{{{\text{Sum of the terms}}}}{{{\text{Number of terms}}}}.