Gr 8 Math: Data – Scatter Plots 1. What can be concluded from the scatter plot above? A. The older a person gets, the more television he or she watches. B. As a person gets older, their taste in television shows changes. C. The older a person gets, the less television he or she watches. D. There is no relationship between age and television watching. Best-Fit Linear Models 2. The graph below shows a line of best fit for data collected on the amount customers spent on a file sharing service in relation to the amount they uploaded. The equation of the line of best fit is shown below. What does the y-intercept represent? the cost per Mb uploaded A. B. C. D. the cost per file uploaded the cost to enroll in the file sharing service the cost to upload an unlimited amount of files Best-Fit Linear Models 3. The scatter plot and a line of best fit show the relationship between the number of pet shelter TV ads and the number of pets adopted. Which statement describes the relationship between the number of pet shelter TV ads and the number of pets adopted? For every five pet shelter ads shown on the television, six pets were adopted. A. B. C. D. There were eight animals adopted from the pet shelter. For every five pet shelter ads shown on the television, three pets were adopted. The number of pets adopted decreased with an increase of pet shelter ads on the television. Two-Way Tables 4. A group of men and women answered a survey asking about the type of weekend activities they enjoy. The two-way table below shows the data collected. Men Yard Work 47 Shopping 10 Watching TV 43 Total 100 Women 18 55 27 100 Total 65 65 70 200 Which correlation does the two-way table suggest? A. B. C. D. Men are more likely to enjoy watching television. Women are less likely to enjoy watching television. Women are more likely to enjoy yard work. Men are less likely to enjoy shopping. Two-Way Tables 5. Students took a poll that asked whether or not they watch television in the evenings and whether or not they have homework on those same evenings. The two-way table below shows the results of the poll. TV Homework 6 No Homework 12 Total 18 No TV 9 3 12 Total 15 15 30 Which correlation does the two-way table suggest? A. B. C. D. Students who watch television in the evenings tend not to have any homework. Students who watch television in the evenings tend to have homework. None of the correlations listed are correct. Students who do not watch television in the evenings tend not to have any homework. Scatter Plots 6. Which of the following best describes X on the scatter plot below? A. negative association B. cluster C. nonlinear association D. outlier Best-Fit Linear Models 7. The scatter plot and a line of best fit show the relationship between the number of traffic accidents and the number of hours of rainfall during several spring storms. Which statement describes the relationship between the number of traffic accidents and the number of hours of rainfall? A. B. C. D. During several spring storms, it rained for six hours. During several spring storms, there were five traffic accidents for every eight hours of rain. During several spring storms, the longer it rained, the fewer accidents happened. During several spring storms, there were five traffic accidents. Two-Way Tables 8. A company is releasing a new line of outlet and countertop air fresheners. The scents in the new line are Tropical Sunset, Island Coconut, and Vanilla Breeze. The company performed a market research study with 250 participants and recorded how many participants in the study preferred each type of air freshener. Based on the data collected, the company concluded that the majority of customers will prefer their Island Coconut-scented countertop air freshener. Which two-way table is a possible representation of the data they collected? W. X. Y. Z. A. W B. Y C. X D. Z Two-Way Tables 9. A movie rental company polled several of their customers to find whether or not they owned a DVD player or a VCR. The results of the poll are shown below. 11 customers own both a DVD player and a VCR 12 customers own neither a DVD player nor a VCR 3 customers own only a VCR 49 customers own only a DVD player Which two-way table represents the results of the poll? A. X B. Y C. Z D. W W. X. Y. Z. Scatter Plots 10. The table below shows the attendance at football games. Which scatter plot matches the table? Week Attendance A. Z B. W C. X D. Y 1 150 2 170 3 190 4 250 5 300 6 290 7 330 8 350 W. X. Y. Z. Best-Fit Linear Models 11. Which of the scatter plots below shows the most accurate line of best fit? A. X B. Y C. Z D. W W. X. Y. Z. Scatter Plots 12. At a children's archery camp, the percentage of target hits at different distances from the target for several students were recorded. The data is shown in the scatter plot below. Which of the following can be interpreted from this data? There is no association between the distance from the target and the percentage of target A. hits. There is a positive association between the distance from the target and the percentage of B. target hits. There is a negative association between the distance from the target and the percentage of C. target hits. There is both a positive and a negative association between the distance from the target D. and the percentage of target hits. Two-Way Tables 13. A travel agent collected data from a group of past clients regarding what type of reservation they plan to make in the future and which package they plan to choose. The types of reservations offered at the agency are tours, cruises, and resorts, and the packages offered are either basic or deluxe. The two-way table below displays the relative frequencies of the data. Tours Cruises Resorts Total Basic 0.10 0.15 0.25 0.50 Deluxe 0.20 0.08 0.22 0.50 Total 0.30 0.23 0.47 1.00 Based on the relative frequencies of the table, which two-way table is a possible representation of the data collected? A. Z B. X C. W D. Y Scatter Plots W. X. Y. Z. 14. At an amusement park, a lemonade stand was next to a roller coaster. Throughout the day, people who got off the ride and purchased lemonade were asked how long they had to wait in line for the roller coaster. The results are shown in the scatter plot below. Which statement is supported by the data in the scatter plot? As the wait time increases, the number of cups of lemonade sold tends to decrease. A. B. C. D. As the wait time increases, the number of cups of lemonade sold tends to increase. There is no relationship between the wait time and the number of cups of lemonade sold. As the wait time increases, the number of cups of lemonade sold tends to stay the same. Best-Fit Linear Models 15. Which of the scatter plots below shows the most accurate line of best fit? W. X. Y. Z. A. X B. Z C. W D. Y Answers 1. C 2. C 3. C 4. D 5. A 6. B 7. B 8. D 9. D 10. C 11. D 12. C 13. D 14. C 15. A Explanations 1. Age is shown on the x-axis. Amount of time spent watching television is on the y-axis. As the numbers increase on the x-axis, the numbers decrease on the y-axis. Therefore, it can interpreted from the scatter plot that the older a person gets, the less television he or she watches. 2. The y-intercept is the value of the quantity on the y-axis when the quantity on the x-axis is zero. In this case, the quantity on the x-axis is the amount uploaded. When this is zero, the customer has subscribed to the file sharing service but has not uploaded any files. Therefore, the y-intercept is the cost to enroll in the file sharing service. 3. Locate two points on the line to determine the relationship between the number of pet shelter TV ads and the number of pets adopted. Two identifiable points from the line of best fit are (0, 3) and (5, 6). Subtract the coordinates of the left point from the coordinates of the right point. Pets Adopted: 6 pets - 3 pets = 3 pets TV Ads: 5 ads - 0 ads = 5 ads Since the number of pet shelter TV ads is positive, for every five shelter ads shown on the television, three pets were adopted. 4. Calculate the relative frequency of the rows. Yard Work Shopping Watching TV Total Men 0.47 0.10 0.43 1.00 Women 0.18 0.55 0.27 1.00 Total 0.33 0.33 0.35 1.00 *Note: Values in the table are rounded to the nearest hundredth. Of the men, 47% enjoy yard work, 10% enjoy shopping, and 43% enjoy watching television. So, men are less likely to enjoy shopping and more likely to enjoy yard work. Of the women, 18% enjoy yard work, 55% enjoy shopping, and 27% enjoy watching television. So, women are less likely to enjoy yard work and more likely to enjoy shopping. Of the given correlations, men are less likely to enjoy shopping is the correlation suggested by the two-way table. 5. Calculate the relative frequency of the rows. TV 0.33 No Homework 0.67 No TV 0.75 0.25 1.00 Total 0.50 0.50 1.00 Homework Total 1.00 *Note: Values in the table are rounded to the nearest hundredth. Of the students who watch television, 33% have homework, and 67% do not have homework. So, students who watch television in the evening tend not to have homework. Of the students who do not watch television, 75% have homework, and 25% do not have homework. So, students who do not watch television in the evenings tend to have homework. Of the given correlations, students who watch television in the evenings tend not to have any homework is the correlation suggested by the two-way table. 6. A cluster is data that are grouped closely together. In this case, X is close to several data points that are grouped closely together. Therefore, X is best described as a cluster. 7. Locate two points on the line to determine the relationship between the number of traffic accidents and the number of hours of rainfall during several spring storms. Two identifiable points from the line of best fit are (0, 0) and (8, 5). Subtract the coordinates of the left point from the coordinates of the right point. Hours of Rainfall: 8 hours - 0 hours = 8 hours Traffic Accidents: 5 accidents - 0 accidents = 5 accidents Therefore, during several spring storms, there were five traffic accidents for every eight hours of rain. 8. Since 250 people participated in the market research study, the values in the two-way table must total 250. Therefore, table X can be eliminated because the values in the table total 254. The company concluded that the majority of customers will prefer their Island Coconut-scented countertop air freshener. Therefore, the largest number of participants must be in the "Countertop" column and the "Island Coconut" row. Table Z has the largest number of participants (83) in this cell. Therefore, table Z is a possible representation of this information. 9. The table that represents the results of the poll must have the following attributes. the number 11 in the "DVD" column and the "VCR" row the number 12 in the "No DVD" column and the "No VCR" row the number 3 in the "No DVD" column and the "VCR" row the number 49 in the "DVD" column and the "No VCR" row Therefore, table W represents the results of the poll. 10. To determine which scatter plot matches the table, choose any of the points from the table and plot them on the graphs. The Week will be the x-value and the Attendance will be the yvalue. For example, choose the points (1, 150), (2, 170), (3, 190), and (4, 250). The only scatter plot that contains these points is X. 11. The line of best fit is the line that most accurately approximates the data on a scatter plot. The line may pass through some or none of the points. The line graph that shows the most accurate line of best fit is W. 12. Distance from the target (in feet) is shown on the horizontal axis. Percentage of target hits is shown on the vertical axis. As the distance from the target increased, the percentage of target hits decreased. The dots on the scatter plot go down and to the right. This indicates a negative association. Therefore, there is a negative association between the distance from the target and the percentage of target hits. 13. The correct table must display the following information. 10% plan to make a basic tour reservation 20% plan to make a deluxe tour reservation 15% plan to make a basic cruise reservation 8% plan to make a deluxe cruise reservation 25% plan to make a basic resort reservation 22% plan to make a deluxe resort reservation To find the relative frequencies in each table, divide each number by the total number of clients in the table. The only table which is a possible representation of the data collected is table Y. Tours Cruises Resorts Total Basic 20 ÷ 200 = 0.10 30 ÷ 200 = 0.15 50 ÷ 200 = 0.25 100 ÷ 200 = 0.50 Deluxe 40 ÷ 200 = 0.20 16 ÷ 200 = 0.08 44 ÷ 200 = 0.22 100 ÷ 200 = 0.50 Total 60 ÷ 200 = 0.30 46 ÷ 200 = 0.23 94 ÷ 200 = 0.47 200 ÷ 200 = 1.00 14. The length of the wait time is shown on the x-axis. The number of cups of lemonade is shown on the y-axis. There is no trend in this graph. The dots do not appear to make a line in one direction or another. Therefore, there is no relationship between the wait time and the number of cups of lemonade sold. 15. The line of best fit is the line that most accurately approximates the data on a scatter plot. The line may pass through some or none of the points. The line graph that shows the most accurate line of best fit is X.