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MEASURES OF CENTRAL TENDENCY AND DISPERSION AROUND THE MEDIAN 1 MEASURES OF CENTRAL TENDENCY A Measure of Central Tendency is a single value representing a set of data Three Measures of Central Tendency are – Mean (dealt with first in Grade 7) – Median (dealt with first in Grade 6) – Mode (dealt with first in Grade 5) 2 Mean, Median and Mode The mean – the equal shares average; The median – the middle value; The mode – the value that occurs most often. Their use depends on the sort of information you need your data to show. 3 Activity 1 1) 50,4% 2) Test no. Hist Biol Tech Math Eng Geog Zulu Mark 25% 31% 37% 57% 63% 63% 77% 3) Maths - 57%, 4) 63% - English & Geography 4 Organising Data Using a Stem-And-Leaf Diagram 32 ; 56 ; stem The first number is 32: The stem is 3 and the leaf is 2 3 leaves 2 The second number is 56: The stem is 5 and the leaf is 6 4 5 6 6 7 5 The leaf is the ‘units’ digit – i.e. furthest to the right in the number. The stem is the ‘tens’ digit – i.e. furthest to the left in the number. If the number includes ‘hundreds’ and ‘thousands’ digits then the stem includes these digits as well. If the list of numbers includes a single digit number then the stem must be 0. 6 Redraw the display with the leaves written in ascending order. Leaves must be carefully written underneath each other. Squared paper! Find median (or middle value) by counting the leaves. Two data sets can be written as displays on either side of the same stem. 7 Activity 2 Stem Leaves 0 2 3 3 5 6 6 6 7 8 8 1 2 2 2 2 3 4 5 5 8 8 2 0 0 0 0 2 4 5 9 9 3 0 KEY: 2/5=25 Median lies between 15th and 16th value. Median is 12 hrs Mode = 20 hrs and 12 hrs We say the data is bimodal 8 Range Range = highest value – lowest value 200 cm 150 cm 150 cm 100 cm 9 Quartiles Quartiles divide the distribution into four equal parts. Set of data items divided into 4 equal parts: Lower quartile (Q1) Median Upper quartile (M) (Q3) 10 The lower quartile (Q1) is a quarter of the way through the distribution, The middle quartile which is the same as the median (M) is midway through the distribution. The upper quartile (Q3) is three quarters of the way through the distribution. 11 Finding quartiles on Stem-and-Leaf Example: Eighteen numbers were listed on a stem and leaf plot as follows (n = 18) Stem Leaves 1 12 Q1 lies in 5th position. 2 05 Median lies between 9th and 10th data item. 3 0 0 0 2 5|9 4 000258 5 0 6 7 0 Q3 lies in the 14th position. KEY: 3/5=35 12 Activity 3 1. a) M=7 b) M=28,5 c) M=16,5 Q1=5 Q1=22 Q1=13 Q3=9 Q3=35 Q3=19 13 Leaves for Set 1 7 7 Stem Leaves for set 2 1 9 2 7 3 7 8 9 8 5 4 0 2 9 5 2 2 1 1 5 0 7 6 4 3 0 6 8 3 2 7 3 6 0 8 5 7 9 0 5 8 9 9 KEY: 8/0=80 Set 1: M = 57 Q1= 51 Q3= 66 Set 2: M = 54,5 Q1= 40 Q3= 79 14 Five-Number Summaries The five-number summary for a set of data values consists of The Minimum value The Lower quartile (Q1) The Median (M) The Upper quartile (Q3) The Maximum value 15 Activity 4 Min = 1 year Q1 = 8 years M = 12 years Q3 = 15 years Maximum = 41 years 16 Box and Whisker Diagrams It is a diagram of the five-number summary. For example, consider the following data: 1,5,7,8,8,14,17. Median = 8 Q1 = 5 Q3 = 14 Minimum = 1 Maximum = 17 17 The box shows the middle 50% or half of the data. There is the same number of data items in each of the four groups. The varying lengths are influenced by the value of the data items 18 The Interquartile Range • The IQR shows the spread of the middle section of data. • IQR = Q3 – Q1 • Semi-interquartile range = IQR ÷ 2 19