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Page 1: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Page 2: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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8th Grade Data

2015­11­20

www.njctl.org

Page 3: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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click on the topic to go to that section

Table of Contents

• Two Variable Data

• Determining the Prediction Equation

• Two­Way Table

• Line of Best Fit

• Glossary

Teacher N

otes Vocabulary Words are bolded

in the presentation. The text box the word is in is then linked to the page at the end of the presentation with the word defined on it.

Page 4: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Two Variable Data

Return toTable ofContents

Page 5: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Two Variable Data is also called

Bivariate Data

With bivariate data there are two sets of related data that you want to compare.

Two Variable Data

Page 6: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Example 1: An ice cream shop keeps track of how much ice cream they sell versus the temperature on that day.

Temperature degrees F

Ice Cream Sales $

57.5 215

61.5 325

53 185

60 332

65 406

72 522

67 412

77 614

74 541

64.5 421

This table shows 10 days of data.

The two variables are:Temperature and Ice Cream Sales.

We can create a scatter plot by plotting the points.

Temperature is the x variableSales is the y variable.

Scatter Plot

Page 7: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Ten Days of Ice Cream Shop Sales

Temperature degrees F

Ice Cream

Sales $

Scatter Plot

Page 8: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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What did the scatter plot show us?

Using the Scatter Plot it is easy to see that:

warmer weather leads to more sales.

Scatter Plot

click to reveal

Page 9: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Scatter Plots are either:

Linear Non­linear

Scatter Plot

Page 10: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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These scatter plot are also non­linear.

Scatter Plot

Page 11: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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If a scatter plot is linear it can be described 3 ways:Negative AssociationPositive Association

No Association

Scatter Plot

Page 12: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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1 What type of scatter plot is shown from the Ice Cream Shop example 1?

A non­linearB linear, positive association

C linear, negative associationD linear, no association

Temperature degrees F

Ice Cream

Sales $

Answ

er

Page 13: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Example 2: Data for 10 students math and science grades are shown in the table. Plot the points to create the scatter plot.

Math Grade

Science Grade

56 6296 9385 8184 8263 60100 9878 8189 9146 4875 75

Math Grades

Science Grades

Scatter Plot

Page 14: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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2 What type of scatter plot is shown for the math and science grades from example 2?A non­linearB linear, positive associationC linear, negative associationD linear, no association

Math Grades

Science Grades

Click to reveal solved graph.

Answ

er

Page 15: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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3 What kind of association is shown in the graph?

A non­linear

B linear, positive associationC linear, negative association

D linear, no association

Answ

er

Time spent studying

Test Score

Page 16: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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4 What kind of association is shown in the graph ?

A non­linear

B linear, positive association C linear, negative association

D linear, no association

Shoe size & Height

shoe size

height in

inches

Answ

er

Page 17: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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5 What association is

shown in this graph?

A non­linear B linear, positive correlation C linear, negative correlation

D linear, no correlation

Answ

er

Height in inches

Weight in Po

unds

Boy's Height and Weight

Page 18: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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6 Which of the following scenarios would produce a linear scatter plot with a positive correlation?

A Miles driven and money spent on gas

B Number of pets and how many shoes you own C Work experience and income

D Time spent studying and number of bad grades

Answ

er

Page 19: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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7 Which of the following would have no association if

plotted on a scatter plot?

A Number of toys and calories consumed in a day

B Number of books read and reading scores C Length of hair and amount of shampoo used

D Person's weight and calories consumed in a day

Answ

er

Page 20: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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What kind of predictions can you make from looking at the graph?

Predictions

Page 21: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Number of Hours

Resting Heart Rate

12 616 7810 700 9016 652 854 7514 623 781 878 69

Survey Data

A student wanted to find out if there was a relationshipbetween the number of hours a person exercised in one weekand their resting heart rate. 15 people were surveyed and the table at the right shows the results.

Page 22: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Plot the results of the survey on

a scatter plot.Number of Hours

Resting Heart Rate

12 616 7810 700 9016 652 854 7514 623 781 878 69

Scatter Plot

Page 23: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Linear Relationship? Association?

Is there a linear relationship?

Is there a positive or negative association?

According to your scatter plot, does a person who exercise generally have a lower resting heart rate than a person that doesn't exercise?

Page 24: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Hours Math Grade

2 967 754 861 940.5 978 702 903 8710 681 946 754 88

Sandy wanted to find out if there was a relationship between the number of hours a student spent browsing the Internet ineach day and their math grades for the marking period.She surveyed several students and the results are shownin the table at the right.

Survey Data

Page 25: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Look at your results. Is the scatter plot linear or non­linear? Is there a positive or negative association?What can you say about the math scores as more hours are spent browsing the Internet?

Linear Relationship? Association?

Page 26: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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YearTemperatur

e in F

2,000 30.42,001 30.12,002 37.32,003 26.72,004 24.82,005 30.32,006 38.92,007 37.12,008 34.52,009 27.32,010 31.4

The table shows average temperatures for the month of January in New Jersey from 2000 to 2009.

Is it linear?Is there a positive association,negative association, or neither?

Linear Relationship? Association?

Page 27: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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MonthTemperatur

e in F

1 35.42 38.83 49.84 52.85 65.36 70.27 78.28 759 6710 5711 4912 40.8

The table shows average temperature by month for New Jersey. Month 1 = January, Month 2 = February, etc.Make a scatter plot using the data from the table.Is the graph linear? Is there an association?

Linear Relationship? Association?

Answ

er

Page 28: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Shoe Size v. Girl's Height

Shoe Size

Heigh

t in Inches

8 What association is shown in this graph?A non­linear B linear, positive association

C linear, negative association D linear, no association

Shoe Size

Girl's Height in Inches

5 55

5.5 54

8 64

7.5 65

9 70

6 52

7.5 63

8 66

Answ

er

Page 29: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Poll 10 girls and 10 boys from your class on their heights and shoe size. Make a scatter plot for your observations.

Girls Height (in inches)

Shoe Size

Boys Height (in inches)

Shoe Size

Poll

Teacher N

otes

Page 30: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Wake Up Time

How Long to Get Ready

Survey your classmates and to find out what time they wake up on a school day and how long it takes them to get ready. Make a scatter plot of your results.

Is there an association with the time a student wakes up and how long it takes them to get ready?

Survey

Page 31: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Line of Best Fit

Return toTable ofContents

Page 32: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Line of Best Fit

Bivariate data plotted on a scatter plot shows us negative or positive association (correlation).

A line of best fit, or trend line, can help us predict outcomes using the data that you already have.It is drawn on a scatter plot that best fits the data points.

Page 33: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Line of Best Fit

Notice that the points form a linear like pattern. To draw a line of best fit, use two points so that the line is as close as possible to the data points.

Our line is drawn so that it fits as close as possible to the data points. This line was drawn through (35,82) and (50,90).

Page 34: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Time spent studying

Test Score

Line of Best Fit

Predict the test score of someone who spends 52 minutes studying.Predict the test score of someone who spends 75 minutes studying.

Page 35: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Shoe size & Heightheight in inches

shoe size

Draw a line of best fit, or trend line, on this graph.

Predict the height of a person who wears a size 8 shoe.Predict the shoe size of a person who is 50 inches tall.

Line of Best Fit

Page 36: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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9 Consider the scatter graph to answer the following: Which 2 points would give the best line of fit?

X Y3 9

4.5 8

5 76 58 49 310 1

B

CD

A

A A and D

B B and C

C C and D

D there is nopattern

Answ

er

Page 37: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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10 Consider the scatter graph to answer the following: Which 2 points would give the best line of fit?

X Y5 26 47 38 4

9 4.5

9 510 3

A

CB D

A A and D B B and C C C and D D there is no

pattern

Answ

er

Page 38: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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11 Which two points would you pick to draw

the line of best fit?

D

X Y

2 96

7 75

4 86

1 94

0.5 97

8 70

2 90

3 87

10 68

1 94

6 75

4 88

B

C

AA A and B B B and C C C and D D A and D

Answ

er

Page 39: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Shoe Size

Girl's Height in

Inches5 555.5 548 647.5 659 706 527.5 638 66

Shoe Size v. Girl's Height

Shoe SizeHeigh

t in Inches

A

B

C

D

12 Which two points

would you use to

draw the line of

best fit?

A A and D B C and D C B and D

Answ

er

Page 40: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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13 A scatter plot is shown on the coordinate plane.

Which of these most closely approximates the line of best fit for the data in the scatter plot?

A

B

C

D

From PARCC EOY sample test non­calculator #15

Answ

er

Page 41: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Line of Best Fit

Using the scatter plot you created for shoe size v. girls' heights and shoe size v. boys' heights, determine line of best fit that goes through each of these scatter plots.

Page 42: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Determining the Prediction Equation

Return toTable ofContents

Page 43: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Line of Best FitThe points form a linear like pattern, so use two of the points to draw a line of best fit.

Our line is drawn so that it fits as close as possible to the data points. This line was drawn through (35,82) and (50,90).

Page 44: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Use the two points that formed the line to write an equation for the line.

Find m Find b

Prediction Equation

This equation is called the Prediction Equation.The slope also shows that a student's score will increase by 8 for every 15 minutes of studying they do.

Where S is the score for t minutes of studying.

Page 45: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Prediction Equations can be used to predict other related values.

If a person studies 15 minutes, what would be the predicted score?

This is an extrapolation, because the time was outside the range of the original times.

Prediction Equation

Page 46: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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If a person studies 42 minutes, what would be the predicted score?

This is an interpolation, because the time was inside the range of the original times.

Prediction Equation

Page 47: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Interpolations are more accurate because they are within the set.

The farther points are away from the data set the less reliable the prediction.

Using the same prediction equation, consider:

If a person studies 120 minutes, what will be their score?

What is wrong with this prediction?

Prediction Equation

Page 48: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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If a student got an 80 on the test, What would be the predicted length of their study time?

The student studied about 31 minutes.

Prediction Equation

Page 49: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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14 Consider the scatter graph to answer the following: What is the slope of the line of best fit going through A and D?

X Y3 95 76 58 49 310 1

A

D(9, 3)

(3, 9)A

B

C D

Answ

er

Page 50: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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15 Consider the scatter graph to answer the following: What is the y­intercept of the line of best fit going through A and D?

X Y3 94.5 8

5 76 58 49 310 1

A

D

(9, 3)

(3, 9)A 9

B 10

C 11

D 12

Answ

er

Page 51: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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16 Consider the scatter graph to answer the following: The equation for our line is y = ­1x + 12. What would the prediction be if x = 7? Is this an interpolation or extrapolation?

X Y3 94.5 8

5 76 58 49 310 1

A

D

A 5, interpolation

B 5, extrapolation

C 6, interpolation

D 6, extrapolation

Answ

er

Page 52: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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17 Consider the scatter graph to answer the following: The equation for our line is y = ­1x + 12. What would the prediction be if x = 14? Is this an interpolation or extrapolation?

X Y3 94.5 8

5 76 58 49 310 1

A

D

A ­4, interpolation

B ­4, extrapolation

C ­2, interpolation

D ­2, extrapolation

Answ

er

Page 53: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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18 Consider the scatter graph to answer the following: The equation for our line is y = ­1x + 12. What would the prediction be if x = 11? Is this an interpolation or extrapolation?

X Y3 9

4.5 8

5 76 58 49 310 1

A

D

A 1, interpolation

B 1, extrapolation

C 2, interpolation

D 2, extrapolation

Answ

er

Page 54: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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19 In the previous questions, we began by using the table at the right. Which of the predicted values: (7,5) or (14, ­2) will be more accurate and why?

A

B

C

D

X Y3 9

4.5 8

5 76 58 49 310 1

(7,5); it is an interpolation.

(7,5); there already is a 5 and a 7 in the table

(14, ­2) it is an extrapolation

(14, ­2); the line is going down and will become negative

Answ

er

Page 55: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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20 What is the slope of this best

fit line that goes through

A and C?

A

B

C

D

X Y3 62 55 94 81 36 107 129 14

C

A

Answ

er

Page 56: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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21 What is the y­intercept of

the line of best fit that goes

through A and C?

A

B

C

D

C

A

X Y3 62 55 94 81 36 107 129 14

Answ

er

Page 57: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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X Y3 6

2 5

5 9

4 8

1 3

6 10

7 12

9 14

22 The equation for the line of best fit

is . What would the prediction be if

y = 4.5? Is this an interpolation or

extrapolation?

A 8, interpolation

B 8, extrapolation

C 6.5, interpolation

D 6.5, extrapolation

Answ

er

Page 58: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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X Y3 6

2 5

5 9

4 8

1 3

6 10

7 12

9 14

23 The equation for the line of best fit

is . What would the prediction be if

y = 8? Is this an interpolation or

extrapolation?

A

B

C

D

interpolationextrapolation

interpolation

extrapolation

Answ

er

Page 59: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Shoe Size

Girl's Height in

Inches5 55

5.5 54

8 64

7.5 65

9 70

6 52

7.5 63

8 66

Shoe Size v. Girl's Height

Shoe Size

Heigh

t in Inches

Prediction EquationCalculate the prediction equation using the two labeled points.

Page 60: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Shoe Size

Girl's Height in

Inches5 55

5.5 54

8 64

7.5 65

9 70

6 52

7.5 63

8 66

Shoe Size v. Girl's Height

Shoe Size

Heigh

t in Inches

24 What is the slope of the

prediction equation

for this graph?

Answ

er

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Shoe Size

Girl's Height in

Inches5 55

5.5 54

8 64

7.5 65

9 70

6 52

7.5 63

8 66

Shoe Size v. Girl's Height

Shoe Size

Heigh

t in Inches

25 A girl with a size 7 shoe

and height of 56 inches

will be an interpolation.

True

False

Answ

er

Page 62: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Shoe Size

Girl's Height in

Inches5 55

5.5 54

8 64

7.5 65

9 70

6 52

7.5 63

8 66

Shoe Size v. Girl's Height

Shoe Size

Heigh

t in Inches

26 A girl with a size 4 shoe

and height of 51 inches

will be an interpolation.

True

False

Answ

er

Page 63: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Shoe Size

Girl's Height in

Inches5 55

5.5 54

8 64

7.5 65

9 70

6 52

7.5 63

8 66

Shoe Size v. Girl's Height

Shoe Size

Heigh

t in Inches

27 What will the height be

of a girl with a size

8.5?

Answ

er

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Shoe Size

Girl's Height in

Inches5 55

5.5 54

8 64

7.5 65

9 70

6 52

7.5 63

8 66

Shoe Size v. Girl's Height

Shoe Size

Heigh

t in Inches

28 A girl with a size 10 shoe

and height of 71 inches

will be an extrapolation.

True

False

Answ

er

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Shoe Size

Girl's Height in

Inches5 55

5.5 54

8 64

7.5 65

9 70

6 52

7.5 63

8 66

Shoe Size v. Girl's Height

Shoe Size

Heigh

t in Inches

29 Using the prediction

equation, what will the

height be of a girl

who has a size

10 shoe?

Answ

er

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Prediction Equation

Using the scatter plot you created for the shoe size v. girls' heights and shoe size v. boys' heights from your class, determine the prediction equation for each graph.

Using the equation, how tall is a girl that wears a 9.5 size shoe?

How tall is a boy that wears a 6.5 shoe?

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Two­Way Tables

Return toTable ofContents

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Take a Bicycle to School

Do Not Take a Bicycle to School Total

Take the Bus to School 5 7 12

Do Not Take the Bus

to School6 12 18

Total 11 19 30

Two­Way TablesWe can also organize data gathered in a two­way table.

Two­way tables display information as it pertainsto two different categories.

Here is an example of a two­way table:

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Two­Way Tables

What does the two­way table show us?

The table below shows information gathered from 30 students. They were asked if they took a bus or a bicycle to school.

Take a Bicycle to School

Do Not Take a Bicycle to School Total

Take the Bus to School 5 7 12

Do Not Take the Bus

to School6 12 18

Total 11 19 30

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Take a Bicycle to School

Do Not Take a Bicycle to School Total

Take the Bus to School 5 7 12

Do Not Take the Bus

to School6 12 18

Total 11 19 30

As you can see from the table, some students take the bus,other students ride their bicycles, take the bus or ride a bicycle to school. Several students do not take a bus nor ride their bicycles to school.

Two­Way Tables

Let's answer some questions using the data from the table.

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30 From this table, how many students take the bus

or ride their bicycle to school?

Take a Bicycle to School

Do Not Take a Bicycle to School Total

Take the Bus to School 5 7 12

Do Not Take the Bus

to School6 12 18

Total 11 19 30

Answ

er

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31 How many students take the bus, but do not

ride their bicycles to school?

Take a Bicycle to School

Do Not Take a Bicycle to School Total

Take the Bus to School 5 7 12

Do Not Take the Bus

to School6 12 18

Total 11 19 30

Answ

er

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32 How many students do not take the bus to school?

Take a Bicycle to School

Do Not Take a Bicycle to School Total

Take the Bus to School 5 7 12

Do Not Take the Bus

to School6 12 18

Total 11 19 30

Answ

er

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33 How many students ride their bicycles to school,

but do not take the bus?

Take a Bicycle to School

Do Not Take a Bicycle to School Total

Take the Bus to School 5 7 12

Do Not Take the Bus

to School6 12 18

Total 11 19 30

Answ

er

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Henry surveyed students from several classes to find out if they did chores and received an allowance. 65 students did chores. Of those 65 students, 49 received an allowance. There were 26 students that did not do chores and did not receive an allowance. 10 students that did not do chores, but received an allowance.

Set up your table, and label the categories.

Allowance No Allowance Total

Chores

No ChoresTotal

Two­Way Tables

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Two­Way Tables

Allowance No Allowance Total

Chores 65

No ChoresTotal

65 students did chores. Where would you write that number?

Notice that the "Chores" and "No Chores" categories are in the rows, and the "Allowance" and "No Allowance" categories are in the columns.

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Two­Way Tables

Allowance No Allowance Total

Chores 49 65

No ChoresTotal

Of those 65 students, 49 received an allowance. Where would you write the 49?

Look at the "Chores" category, then "Allowance" since the 49 students who did chores received an allowance.

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Two­Way Tables

Allowance No Allowance Total

Chores 49 65

No Chores 26Total

There were 26 students that did not do chores and did not receive an allowance.

Look at the "No Chores" category and "No Allowance" category.

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Two­Way Tables

Allowance No Allowance Total

Chores 49 65

No Chores 10 26Total

10 students that did not do chores, but received an allowance.

Look for the "No Chores" category then "Allowance" category.

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Allowance No Allowance Total

Chores 49 65 ­ 49 = 16 65No Chores 10 26 10 + 26 = 36

Total 49 + 10 = 59 16 + 26 = 4265 + 36 = 101 or

59 + 42= 101

If you did your math correctly, the total row and column should be the same.

Two­Way TablesThis is the table filled using the information that was given. Although some of the cells are not filled, you can easily find the rest of the information with simple math.

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Allowance No Allowance Total

Chores 49 16 65No Chores 10 26 36

Total 59 42 101

Two­Way Tables

Here is the final table. Now you can answer some questions using the data.

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34 How many students took this survey?

Allowance No Allowance Total

Chores 49 16 65No Chores 10 26 36

Total 59 42 101

Answ

er

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35 How many students do chores, but do not receive an allowance?

Allowance No Allowance Total

Chores 49 16 65No Chores 10 26 36

Total 59 42 101

Answ

er

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36 How many students do not do chores, but still receive an allowance?

Allowance No Allowance Total

Chores 49 16 65No Chores 10 26 36

Total 59 42 101

Answ

er

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Laptop Computer

No Laptop Computer Total

Desktop ComputerNo Desktop Computer

Total

Survey your class to find out if each student has a laptop computer and/or desktop computer at home.

Make a two­way table showing your results.

Two­Way Tables

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Relative Frequency

Using two­way tables, we can calculate relative frequencies.

Relative frequencies are ratios that compares the value of a certain category to the subtotal in that category.

As you have previously learned, the frequency is the quantity of just how many of a certain event occurs.Relative frequency is how many compared to the subtotal. The relative frequency is written as a fraction or decimal.

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Relative Frequency

Example: There are 12 girls in a class of 20 students.The frequency of number of girls in a class is 12.The relative frequency of the number of girls in the class is or 0.60.

What is the frequency of girls in your class? What is the relative frequency?

What is the frequency of boys in your class? What is the relative frequency?

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Take a Bicycle to School

Do Not Take a Bicycle to School Total

Take the Bus to School 5 7 12

Do Not Take the Bus

to School6 12 18

Total 11 19 30

Relative Frequency

Calculate the relative frequency for the two­way table from earlier by row and then by column.

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Take a Bicycle to School

Do Not Take a Bicycle to School Total

Take the Bus to School

0.42 + 0.58 = 1.00

Do Not Take the Bus

to School

0.33 + 0.67 = 1.00

Total0.37 + 0.63 = 1.00

For this cell, the relative frequency of students taking a bicycle to school or the bus to school is divided by the total number of students that take the bus to school.

Relative Frequency

By row:

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Take a Bicycle to School

Do Not Take a Bicycle to School Total

Take the Bus to School

Do Not Take the Bus

to School

Total 1.00 1.00 1.00

For relative frequency by column, the number of students that take a bicycle to school or take a bus to school is divided by the number of students that take a bicycle to school.

Relative Frequency

By column:

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Take a Bicycle to School

Do Not Take a Bicycle to School Total

Take the Bus to School

0.42 + 0.58 = 1.00

Do Not Take the Bus

to School

0.33 + 0.67 = 1.00

Total0.37 + 0.63 = 1.00

Let's answer some questions using the relative frequencies.

By row:

What is the relative frequency of students that take a bicycle to school and also take a bus to all students taking a bus to school?

Relative Frequency

Answer

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Take a Bicycle to School

Do Not Take a Bicycle to School Total

Take the Bus to School

0.42 + 0.58 = 1.00

Do Not Take the Bus

to School

0.33 + 0.67 = 1.00

Total0.37 + 0.63 = 1.00

By row:

What is the relative frequency of students that do not take a bicycle to school and do not take a bus to all students that do not take a bus to school?

Relative Frequency

Answer

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Take a Bicycle to School

Do Not Take a Bicycle to School Total

Take the Bus to School

0.42 + 0.58 = 1.00

Do Not Take the Bus

to School

0.33 + 0.67 = 1.00

Total0.37 + 0.63 = 1.00

By row:

37 What is the relative frequency of students that take a bicycle to school but do not take a bus to the total number of students that do not take the bus?

Answ

er

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Take a Bicycle to School

Do Not Take a Bicycle to School Total

Take the Bus to School

0.42 + 0.58 = 1.00

Do Not Take the Bus

to School

0.33 + 0.67 = 1.00

Total0.37 + 0.63 = 1.00

By row:

38 What is the relative frequency of the students that do not take a bicycle to school, but do take the bus to the all the students that take the bus to school?

Answ

er

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39 By Column:What is the relative frequency of students that take a bicycle to school and also take a bus to school, to the total number of students that take a bicycle to school?

By column: Take a Bicycle to School

Do Not Take a Bicycle to School Total

Take the Bus to School

Do Not Take the Bus

to School

Total 1.00 1.00 1.00

Answ

er

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By column: Take a Bicycle to School

Do Not Take a Bicycle to School Total

Take the Bus to School

Do Not Take the Bus

to School

Total 1.00 1.00 1.00

40 What is the relative frequency of students that do not take a bicycle to school and do not take the school bus to the total number of students that do not take a bicycle to school?

Answ

er

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By column: Take a Bicycle to School

Do Not Take a Bicycle to School Total

Take the Bus to School

Do Not Take the Bus

to School

Total 1.00 1.00 1.00

41 What is the relative frequency of students that take a bicycle to school, but do not take the bus to all students that take a bicycle to school?

Answ

er

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Allowance No Allowance Total

Chores 49 16 65No Chores 10 26 36

Total 59 42 101

Use the following two­way table to calculate the relative frequencies by row.

Relative Frequency By Row

Allowance No Allowance Total

Chores

No ChoresTotal

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Allowance No Allowance Total

Chores 1.00

No Chores 1.00

Total 1.00

For example, does there seem to be a relationship between whether or not a student receives an allowance compared to whether or not a student does chores?

By row:

Why do we calculate relative frequencies? We can use relative frequencies to determine if there is an association between the two categories.

Relative Frequency

Approximately 0.75 or 75% of students that receive an allowance do chores, and out of those that do chores only 0.25 or 25% of students receive no allowance.

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Allowance No Allowance Total

Chores 49 16 65No Chores 10 26 36

Total 59 42 101

Use the following two­way table to calculate the relative frequencies by column.

Relative Frequency By Column

Allowance No Allowance Total

Chores

No ChoresTotal

Is there a relationship between students that do chores to the amount of students that receive an allowance?

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Cat No Cat TotalDog

No DogTotal

Construct a two­way table using the following information.

Kelly found that 49 people had dogs in her school. Out of the 49 people, 30 people had cats. 50 people had cats in her school.22 people had neither cats nor dogs at home.

Two­way Table

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102

Cat No Cat TotalDog

No DogTotal

Cat No Cat TotalDog

No DogTotal

By row:

By column:

Relative Frequency

Using the two­way table, calculate the relative frequencies by column and by row.

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Cat No Cat TotalDog

No DogTotal

42 What is the relative frequency of the people who have a cat and a dog at home to the number of people that have cats?

Cat No Cat TotalDog 30 19 49

No Dog 20 22 42

Total 50 41 91

Answ

er

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Cat No Cat TotalDog

No DogTotal

43 What is the relative frequency of the people who have a dog and a cat to the number of people that have a dog?

Answ

er

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Cat No Cat TotalDog

No DogTotal

44 What is the relative frequency of the people who have no cat, but have a dog to the number of people that have no cats?

Answ

er

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45 The table shows the results of a random survey of students in grade 7 and grade 8. Every student surveyed gave a response. Each student was asked if he or she exercised less than 5 hours last week or 5 or more hours last week. Based on the results of the survey, which statements are true? Select each correct statement.

A More grade 8 students were surveyed than grade 7 students.

B A total of 221 students were surveyed.

C Less than 50% of the grade 8 students surveyed exercised 5 or more hours last week.

D More than 50% of the students surveyed exercised less than 5 hours last week.

E A total of 107 grade 7 students were surveyed.

From PARCC EOY sample test calculator #3

Answer

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107

Survey your classmates to find out if they play sports and/or play an instrument. Construct a two­way table displaying the results. (Write "yes" or "no") Then calculate the relative frequencies by row and by column.

Is there a relationship between the number of students that play sports vs. the number of students that play an instrument?

Construct a Two­way Table

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Glossary

Return toTable ofContents

Teacher N

otes Vocabulary Words are bolded

in the presentation. The text box the word is in is then linked to the page at the end of the presentation with the word defined on it.

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Back to Instruction

Bivariate DataTwo sets of related data that is being compared. Data of two variables.

(Two­Variable Data)

Variables:1. Temperature 2. Sales

Variables:1. Shoe Size

Variables:1. Hours 2. Math Grade

Bivariate Data

1 variable

Univariate Data

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Back to Instruction

(53,180)

(77,610)

range =

610 ­ 180

If it is 50o outside, what would

be the predicted ice cream sales? y = 17x ­ 721 y = 17(50) ­ 721 y = 851 ­ 721 y = 129

$129

$129 < $180

If it is 90o outside, what would

be the predicted ice cream sales?

y = 17x ­ 721 y = 17(90) ­ 721 y = 1,530 ­ 721 y = 809

$809

$809 > $610

Extrapolation

A data point that is outside the range of data.

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Back to Instruction

FrequencyThe quantity of just how many of a

certain even occurs.

The frequency of

kids who do not take

the bus to

school is 18.

The frequency of

kids who take the

bus to school is 12.

The frequency of

kids who ride their

bikes to school is 11.

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Back to Instruction

If it is 70o outside, what would

be the predicted ice cream sales?

y = 17x ­ 721 y = 17(70) ­ 721 y = 1,190 ­ 721 y = 469

$469

$180 < $469 < $610

If it is 63o outside, what would

be the predicted ice cream sales?

$350

$180 < $350 < $610

y = 17x ­ 721 y = 17(63) ­ 721 y = 1,071 ­ 721 y = 350

Interpolation

A data point that is inside the range of data.

(53,180)

(77,610)

range =

$610 ­

$180

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Back to Instruction

Linear

A graph that is represented by a straight line.

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Back to Instruction

Line of Best FitA line on a graph showing the general

direction that a group of points seem to be heading. Trend Line.

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Back to Instruction

Negative Association

A correlation of points that is linear with a negative slope.

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No Association

A correlation of points that is linear with a slope of zero. A horizontal line graph.

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Back to Instruction

Non­Linear

A graph that is not represented by a straight line. A curved line.

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Back to Instruction

Positive Association

A correlation of points that is linear with a positive slope.

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y = mx+b

y = 17x ­ 721 (53,180)

(73,520)

Back to Instruction

Prediction Equation

Temperature degrees F

Ice Cream

Sales $

If it is 70o outside, what would be the predicted ice cream sales?

y = 17x ­ 721 y = 17(70) ­ 721 y = 1,190 ­ 721 y = 469

$469

An equation that is created using the line of best fit. A line that can predict

outcomes using the given data.

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Back to Instruction

Relative Frequency

The relative frequency of

students who only take the bus to

the total bus riders is

0.58.

The relative frequency of

students who only ride their bikes to the total bike riders is 0.33.

The relative frequency of

students who only ride their bikes to the total students

is 0.37.

Ratios that compares the value of a certain category to the subtotal in that category.

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Back to Instruction

A graph of plotted points that show the relationship between two sets of data.

Scatter Plot

Page 122: 8th Grade - Center For Teaching & Learningcontent.njctl.org/courses/math/8th-grade-math/data/data...6 Example 1: An ice cream shop keeps track of how much ice cream they sell versus

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Two­Way Table

A table that displays information as it pertains to two different categories.

School Bus vs. Bicycle

Allowance vs. Chores