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Scatter Plots and Correlations Dittamo Lewis Notes 2013
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Scatter Plots A Scatter Plot is a picture of numerical data in which each point (x,y) is located on a rectangular coordinate plane. The horizontal axis is identified with values of x and the vertical axis with values of y. Dittamo Lewis Notes 2013
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A Scatter Plot is the graph of ordered pairs (x,y)
Scatter Plots A Scatter Plot is the graph of ordered pairs (x,y) Correlation A Correlation is a relationship between points. Dittamo Lewis Notes 2013
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(x, y) (1,4) (3,2) (2,5) (4,6) (7,9) (6,8) (5,7) Scatter Plots
Look at this Scatter Plot Dittamo Lewis Notes 2013
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(x, y) (1,4) (3,6) (2,1) (4,3) (7,2) (6,4) (5,1) Scatter Plots
Look at this Scatter Plot (x, y) (1,4) (3,6) (2,1) (4,3) (7,2) (6,4) (5,1) Dittamo Lewis Notes 2013
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Scatter Plots Any comments on these two graphs? Is there anything special about them? Looking at a scatter plot can sometimes allow us to determine if a relationship exists between two variables. If all of the points are close to forming a line there could be a relationship. Dittamo Lewis Notes 2013
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Scatter Plots Brain Weight (g) Max. Life (yr.) Animal y Mouse 0.4 3.2 50 40 30 20 10 Fox 50.4 9.8 Tiger 157 22.4 Max. Life (yrs.) Sheep 175 20 Pig 180 27 Seal 325 41 x Donkey 419 40 Brain Weight (g) Monkey 440 50 Dittamo Lewis Notes 2013
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Scatter Plots Scatterplot - a coordinate graph of data points.
y 50 40 30 20 10 Trend is increasing Trend looks linear Max. Life (yrs.) Line of Best Fit -Points act like magnets attracting the line. x Brain Weight (g) Dittamo Lewis Notes 2013
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Scatter Plots Scatterplot - a coordinate graph of data points.
y 50 40 30 20 10 Trend is increasing Trend looks linear Max. Life (yrs.) Line of Best Fit -Points act like magnets attracting the line. x Brain Weight (g) Dittamo Lewis Notes 2013
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Scatter Plots Scatterplot - a coordinate graph of data points.
y 50 40 30 20 10 Trend is increasing Trend looks linear Max. Life (yrs.) Line of Best Fit -Points act like magnets attracting the line. x Brain Weight (g) Dittamo Lewis Notes 2013
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Scatter Plots Scatterplot - a coordinate graph of data points.
y 50 40 30 20 10 Trend is increasing Trend looks linear Max. Life (yrs.) Line of Best Fit -Points act like magnets attracting the line. x Brain Weight (g) Dittamo Lewis Notes 2013
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Which scatterplots below show a linear trend?
1) 2) 3) Negative Correlation Positive Correlation Dittamo Lewis Notes 2013
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Which scatterplots below show a linear trend?
1) 2) 3) Constant Correlation Dittamo Lewis Notes 2013
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Scatter Plots The independent variable is on the x-axis and the dependent variable is on the y-axis. Dependent Variable (Y) Independent Variable (X) Dittamo Lewis Notes 2013
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Scatter Plots If the x increases and the y increases there is a positive correlation. Examples: Father’s height vs. Son’s height Daily grade vs. Final grade 3 2 1 Dittamo Lewis Notes 2013
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Scatter Plots Notice as the Father’s Height increases so does the Son’s Height. Dittamo Lewis Notes 2013
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Father’s Height in Inches
Scatter Plots Notice all of the points center close to a line which shows us a relation-ship also known as a correlation Son’s Height in Inches Father’s Height in Inches Dittamo Lewis Notes 2013
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Scatter Plots Dittamo Lewis Notes 2013
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Zero Correlation: There appears to be no linear relationship
Scatter Plots Zero Correlation: There appears to be no linear relationship Example: Height vs. IQ score 4 3 2 1 Your height doesn’t determine how smart you are. No obvious correlation. Dittamo Lewis Notes 2013
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No Correlation because the points are scattered everywhere.
Scatter Plots No Correlation because the points are scattered everywhere. Dittamo Lewis Notes 2013
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Scatter Plots Negative Correlation: If the x increases and the y decreases there is a negative correlation. Examples: Car weight vs. Miles per gallon Days absent vs. Final grade 4 3 2 1 Dittamo Lewis Notes 2013
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Scatter Plots TAKE OUT YOUR STUDY GUIDE Dittamo Lewis Notes 2013
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#9 Scatter Plots Height vs. IQ
A Scatter Plot is the graph of ordered pairs (x,y). A Correlation is a relationship between points. A ZERO CORRELATION is when there appears to be no linear relationship. Example: Height vs. IQ *Your height doesn’t determine how smart you are. No obvious correlation. Dittamo Lewis Notes 2013
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#10 Positive Correlation: If the x increases and the y increases. Correlation Negative Correlation: If the x increases and the y decreases. Negative Correlation Positive Correlation Examples: Dad’s height vs. Son’s height Daily grade vs. Final grade Examples: Car weight vs. MPG Days absent vs. Final grade Dittamo Lewis Notes 2013
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Correlations and Graphing
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Correlation If the x increases and the y increases there is a positive correlation. Examples: Father’s height vs. Son’s height Daily grade vs. Final grade 3 2 1 Dittamo Lewis Notes 2013
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Correlation If the x increases and the y decreases there is a negative correlation. 4 3 2 1 Examples: Car weight vs. Miles per gallon Days absent vs. Final grade Dittamo Lewis Notes 2013
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A Zero Correlation is when there appears to be no linear relationship
Example: Height vs. IQ score 4 3 2 1 Your height doesn’t determine how smart you are. No obvious correlation. Dittamo Lewis Notes 2013
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I II IV III Graphing Review A point (x,y) 4 QUADRANT GRAPH
1st QUADRANT GRAPH y-axis y 3 2 1 -1 -2 -3 I II (-1,2) x (-2,0) Origin (0,0) x-axis ORDERED PAIR (3,-1) NOT in a quadrant A point (x,y) IV III Dittamo Lewis Notes 2013
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Independent/Dependent Events
#? The independent variable is on the x-axis and the dependent variable is on the y-axis. Dependent Variable (y) Independent Variable (x) The dependent event depends on the independent event.
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