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Mean, median, mode and range

Mean, median, mode and range

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Summary

Mean, median, mode and range 

In a nutshell

Mean, median and mode are all calculations to determine the average of a set of data. The range is a calculation to determine the spread of a set of data. The "best" estimate for the average of a data set depends on the data provided and so there are situations where mean, median or mode are preferred over any of the other forms.



Average

Definition

The average of a set of data is the measure of the  "centre" of the set. It is the value such that other data is oriented best around it, and is estimated with the mean, median and mode.


Average estimate

Description

Calculation

Mean
This is the arithmetic average of all the data
 Mean=sum  of  data  valuesnumber  of  data  values\text{Mean}=\dfrac{\text{sum \ of \ data \ values}}{\text{number \ of \ data \ values}}Mean=number  of  data  valuessum  of  data  values​​
Median
This is the value such that half of the data lies below, and half of the data lies above it
 Median=n+12value\text{Median} = \dfrac{n+1}{2} ^{\text{}} \text{value}Median=2n+1value, where nnn​ = number of data values
Mode
This is the most frequent value in the data
Most common value



Example 1

Calculate the mean, median and mode of the following set of data:


151515
121212​​
191919​​
202020​​
181818​​
161616​​
202020
171717
202020
151515



To find the mean use the formula.


 Mean=sum  of  data  valuesnumber  of  data  values=15+12+19+20+18+16+2+17+20+1510=17.2‾\text{Mean}=\dfrac{\text{sum \ of \ data \ values}}{\text{number \ of \ data \ values}} = \dfrac{15+12+19+20+18+16+2+17+20+15}{10}=\underline{17.2}Mean=number  of  data  valuessum  of  data  values=1015+12+19+20+18+16+2+17+20+15=17.2



To find the median first sort the data as follows:


121212
151515
151515
161616
171717
181818
191919
202020
202020
202020


As there are 101010​ values find the 10+12=5.5th\dfrac{10+1}{2}=5.5^{th}210+1=5.5th value. This occurs between 171717​ and 181818​ and so the median is 17+182=17.5‾\dfrac{17+18}{2}= \underline{17.5}217+18=17.5



To find the mode find the most frequent value, which is 20‾\underline{20}20.



Spread

​​Definition

The spread of a set of data is a measure of how close the data is to each other. It allows you to describe how consistent a set of data is, and is estimated with the range.


Range
This is the difference between the greatest and smallest values in the data set
 Range= greatest  value - smallest  value\text{Range= greatest \ value - smallest \ value}Range == highest value - lowest value​



Example 2

Calculate the range of the following set of data:


1515
1212
1919
2020
1818
1616
2020
1717
2020
1515


To find the range subtract the lowest value from the greatest value as follows: 20−12=8‾20 - 12 = \underline{8}2012=8.



Outliers

​​Definition

An outlier is an extreme value of data that doesn't match the rest of the data in the set.  They may occur during experiments if a piece of equipment is faulty, or a result is recorded wrong.


Impact on averages

Outliers are values in the data set and so will affect the mean and the median. The median remains relatively unaffected by outliers as they will not change value greatly, whereas the mean will be heavily affected by outliers and so is less reliable in a set containing outliers.



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FAQs - Frequently Asked Questions

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