Scatter Diagrams Objectives: D Grade Draw a scatter diagram by plotting points on a graph Interpret...

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Scatter Diagrams Scatter Diagrams bjectives: rade Draw a scatter diagram by plotting on a graph Interpret the scatter graph Draw a line of best fit C Grade Interpret the line of best fit Identify the type and strength of correl

Transcript of Scatter Diagrams Objectives: D Grade Draw a scatter diagram by plotting points on a graph Interpret...

Scatter DiagramsScatter Diagrams

Objectives:

D Grade Draw a scatter diagram by plotting points on a graph

Interpret the scatter graph

Draw a line of best fit

C Grade Interpret the line of best fit

Identify the type and strength of correlation

Scatter DiagramsScatter Diagrams

A scatter graph is a graph using paired data that can be used to find out whether there is a relationship between two variables.

A variable is a piece of information that can change. e.g. test results - these can be any value, but will be a specific value for a particular person's test.

paired data is two separate pieces of data referring to the same thing e.g. the age and value of a car the height and shoe size of a person the marks that a person gained in two separate tests.

Scatter DiagramsScatter Diagrams

This information can then be plotted for each student on a graphwith the height on one axis and the shoe size on the other axis

Hei

ght

Shoe size

each cross represents the shoe size and height of one student

The height and shoe size of students in a class was recorded.

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10 pupils sat both a Maths and a Physics exam, here are their scores:

Pupil A B C D E F G H I JMaths 56 24 67 70 71 42 48 32 52 80Physics 65 38 71 72 73 51 56 42 57 82

Plot them as a scatter graph.

Generally the top set of data is used for the x values

XX

XX X

XXXX

X

Scatter DiagramsScatter Diagrams

Correlation:

is a measure of the relationship between two variables;

correlation is measure in terms of type and strength

correlation is assessed by being strong or weak

strong means there is a very strong relationship such as‘the hotter the weather the more ice creams are sold’

weak means there is no relationship between things such as‘the colder the weather the better my exam results will be’

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Correlation on a scatter diagram

strong correlation weak correlation

Notice how the crosses are grouped close together along animagined line

The crosses are less closely grouped in the example of weak correlation.

no correlation

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Correlation can also be described and positive or negative,Depending on the slope (gradient) of the graph

positive correlation negative correlation

Positive correlation means that as one item increases, so does the other. e.g. as a person’s height increases so does their armspan

Negative correlation means that as one item increases, so does the other. e.g. as a car gets older its value decreases

Scatter DiagramsScatter DiagramsExample:Sketch a diagram to show a possible scatter graph for paired data for the age and value of a computer.Describe the correlation and write a sentence to describe the relationship

age of computer

valu

e of

com

pute

r Strong negative correlation

As a computer gets olderit is worth less

Scatter DiagramsScatter Diagramsp39

Q3 Q4

Worksheet

a. Draw a scatter graph of the resultsb. Describe the type and strength of correlationc. Write a sentence explaining the relationship

between the two sets of data

The table shows the ages and arm spans of seven students in a school. The table shows the ages and second-hand values

of seven cars.

a. Draw a scatter graph of the resultsb. Describe the type and strength of correlationc. Write a sentence explaining the relationship

between the two sets of data

Age of car (years) 2 1 4 7 10 9 8

Value of car (£) 4200 4700 2800 1900 400 1100 2100

Age (years) 16 13 13 10 18 10 15Arm Span (inches) 62 57 59 57 64 55 61

Scatter DiagramsScatter Diagrams

Q5 Q8 refer to book p40

Worksheet

a. Draw a scatter graph of the resultsb. Describe the type and strength of correlationc. Write a sentence explaining the relationship

between the two sets of data

Amount of rainfall (mm) 0 1 2 5 6 9 11

Number of sunbeds sold 380 320 340 210 220 110 60

The table shows the daily rainfall and the number Of sunbeds sold at a resort on the south coast

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1 2 3 4 5 6 7 8 9 1110Age of Car (years)

Val

ue o

f ca

r (£

)

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Age (Years)

Arm

Spa

n (i

nche

s)p39

Q3 Q4

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400

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01 2 3 4 5 6 7 8 9 10 11

Amount of rainfall (mm)

Num

ber

of s

un b

eds

sol

d

Q5

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010 20 30 40 50

Q8

X

XX

X X

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XXX

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Fat (g)

Cal

orie

s