M A T H E M A T I C S Grade 7 Mathematics Frameworks Unit 1 Dealing with Data Student Edition Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition Unit 1 DEALING WITH DATA TABLE OF CONTENTS Overview ................................................................................................................................3 Enduring Understandings.......................................................................................................3 Essential Questions ................................................................................................................4 Key Standards and Related Standards ...................................................................................4 Selected Terms and Symbols .................................................................................................6 Tasks ......................................................................................................................................7 Notes on What’s in a Name?..................................................................................8 Notes on “The Simple Joy of Burgers” ................................................................ 9 Notes on Where’s the Middle? Finding the “Best” Measure of Center ............... 11 Notes on The “eyes” have it ................................................................................. 14 Notes on Touchdown! .......................................................................................... 16 Notes on Literacy Rates ....................................................................................... 18 Notes on Who Was the Greatest Yankee Home Run Hitter?............................... 20 Notes on Congress, Pizza, and Predictions .......................................................... 22 Notes on Relationships......................................................................................... 25 Notes on Emergency 911! Bay City .................................................................... 26 Notes on Culminating Task: “Boys Versus Girls”............................................... 29 Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 2 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition Grade 7 Mathematics Dealing with Data OVERVIEW In this unit, students will continue to develop statistical problem solving through a four-step process: formulating questions, collecting data, analyzing data, and interpreting results. In Grade 5 Mathematics, students collected, organized, and displayed data and analyzed data using the measures of central tendency and the range of a set of data. In Grade 6 Mathematics, students extended this understanding by comparing groups and examining variability of data. In Grade 7 Mathematics, students will extend their understanding of the measures of central tendency and measures of variation to included the five-number summary and population and sample statistics. Students will also use these measures to recognize and discuss similarities and differences between different data sets. Students will formulate questions that can be answered with data and collect appropriate data by taking surveys and conducting experiments. Data will be collected from a census and a sample. Organization of data should include stem-and-leaf plots and representation of data should include previously learned graphs, line plots, histograms, box-and-whisker plots, and scatter plots. Students will learn how to analyze data using the five-number summary; minimum, lower quartile, median, upper quartile, maximum. Students will also display the five-number summary using box-and-whisker plots. The measures of central tendency and measures of variation will also be used to analyze data. Both range, quartiles, and interquartile range are used as measures of variation and students should recognize that the interquartile range is a better measure for comparing data sets because it is less sensitive to outliers and because it takes more of the data into account. Students will also investigate the effect of outliers on measures of central tendency. For distributions involving one variable data, students will display the data using graphs such as line plots or box-and-whisker plots. Students will describe the data using measures of center and measures of variation. For distributions involving two variable data, students will display the data using scatter plots to explore the relationship between the two variables. In Grade 6 Mathematics, students compared groups using the measures of central tendency and the range of a data set. In Grade 7 Mathematics students will extend this concept to included sample statistics and population statistics. Students will explore the relationship between sample statistics and the corresponding population parameters by using the measures of central tendency and variation. Students will also observe that sample statistics are more likely to approximate population parameters as sample size increases. ENDURING UNDERSTANDINGS Data can be represented graphically in a variety of ways. The type of graph is selected to best represent a particular data set. Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 3 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition Measures of center (mean, median, mode) and measures of variation (range, quartiles, interquartile range) can be used to analyze data. Larger samples are more likely to be representative of a population. Conclusions can be drawn about data sets based on graphs, measures of center, and measures of variation. We can use graphs to investigate the relationship between data sets. ESSENTIAL QUESTIONS What is meant by the center of a data set, how is it found and how is it useful when analyzing data? How can I describe variation within a data set? In what ways are sample statistics related to the corresponding population parameters? How do I choose and create appropriate graphs to represent data? What conclusions can be drawn from data? STANDARDS ADDRESSED IN THIS UNIT Mathematical standards are interwoven and should be addressed throughout the year in as many different units and activities as possible in order to emphasize the natural connections that exist among mathematical topics. KEY STANDARDS M7D1. Students will pose questions, collect data, represent and analyze the data, and interpret results. a. Formulate questions and collect data from a census of at least 30 objects and from samples of varying sizes. b. Construct frequency distributions. c. Analyze data using measures of central tendency (mean, median, and mode), including recognition of outliers. d. Analyze data with respect to measures of variation (range, quartiles, interquartile range). e. Compare measures of central tendency and variation from samples to those from a census. Observe that sample statistics are more likely to approximate the population parameters as sample size increases. f. Analyze data using appropriate graphs, including pictographs, histograms, bar graphs, line graphs, circle graphs, and line plots introduced earlier, and using box-andwhisker plots and scatter plots. g. Analyze and draw conclusions about data, including a description of the relationship between two variables. M7A3. Students will understand relationships between two variables. a. Plot points on a coordinate plane. c. Describe how change in one variable affects the other variable. Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 4 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition RELATED STANDARDS M7P1. Students will solve problems (using appropriate technology). a. Build new mathematical knowledge through problem solving. b. Solve problems that arise in mathematics and in other contexts. c. Apply and adapt a variety of appropriate strategies to solve problems. d. Monitor and reflect on the process of mathematical problem solving. M7P2. Students will reason and evaluate mathematical arguments. a. Recognize reasoning and proof as fundamental aspects of mathematics. b. Make and investigate mathematical conjectures. c. Develop and evaluate mathematical arguments and proofs. d. Select and use various types of reasoning and methods of proof. M7P3. Students will communicate mathematically. a. Organize and consolidate their mathematical thinking through communication. b. Communicate their mathematical thinking coherently and clearly to peers, teachers, and others. c. Analyze and evaluate the mathematical thinking and strategies of others. d. Use the language of mathematics to express mathematical ideas precisely. M7P4. Students will make connections among mathematical ideas and to other disciplines. 1. Recognize and use connections among mathematical ideas. 2. Understand how mathematical ideas interconnect and build on one another to produce a coherent whole. 3. Recognize and apply mathematics in contexts outside of mathematics. M7P5. Students will represent mathematics in multiple ways. a. Create and use representations to organize, record, and communicate mathematical ideas. b. Select, apply, and translate among mathematical representations to solve problems. c. Use representations to model and interpret physical, social, and mathematical phenomena. Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 5 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition SELECTED TERMS AND SYMBOLS The following terms and symbols are often misunderstood. These concepts are not an inclusive list and should not be taught in isolation. However, due to evidence of frequent difficulty and misunderstanding associated with these concepts, instructors should pay particular attention to them and how their students are able to explain and apply them. Census: Collection of data from every member of a population. Sample: A selected part of a population. Outlier: A value that is very far away from most of the values in a data set. Quartile: When data in a set are arranged in order, quartiles are the numbers that split the data into quarters (or fourths). Interquartile Range: The difference between the first and third quartiles. (Note that the first and third quartiles are sometimes called upper and lower quartiles.) Parameter: A measured characteristic of a population. Statistic: A measured characteristic of a sample. Stem-and-Leaf Plot: A graphical method used to represent ordered numerical data. Once the data are ordered, the stem and the leaves are determined. Typically, the stem is all but the last digit of each data point and the leaf is that last digit. Box-and-whisker Plot: A diagram that summarizes data using the median, the upper and lower quartiles, and the extreme values (outliers). Box-an-whisker plots (box plots) are constructed from the five-number summary of the data (minimum value, maximum value, median, lower quartile, and upper quartile). You may visit http://intermath.coe.uga.edu or http://mathworld.wolfram.com to see definitions and specific examples of many terms and symbols used in the seventh-grade GPS. Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 6 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition TASKS The collection of the following tasks represents the level of depth, rigor and complexity expected of all seventh grade students. These tasks or tasks of similar depth and rigor should be used to demonstrate evidence of learning. Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 7 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition What’s in a Name? Adapted from: A Collection of Performance Tasks and Rubrics: Middle School Mathematics, by Charlotte Danielson The Spiritwear company embroiders names on its sweatshirts; they charge customers for the service. It costs the company $0.50 to embroider each letter, and they want to make 100% profit on the service. But they also want to charge a flat fee per name, rather than charging different amounts for different names. Most people just want their first name on their sweatshirt. The company has asked you to advise them on the length of first names of young people so they can set a fair price for embroidering the names on sweatshirts. How long is the average name? What could the company charge for an embroidered name so that they would make money overall? In order to complete this task, you should: Devise a method to determine the average length of a first name; Collect and analyze sufficient data to make you confident of your results; Determine a fair price for the sweatshirt company to charge for embroidering the names. Write a letter to the president of Spiritwear with your recommendation for the price to charge for embroidering a name. Justify your recommendation by explaining in detail how you determined the price to charge. Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 8 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition “The Simple Joy of Burgers” Have you ever wondered how many fat grams are in the food you eat? Are there sandwiches that have less grams of fat than others? Let’s see how many fat grams are in your favorite sandwich. Sandwiches Total Fat (g) Hamburger 9 Cheeseburger 12 Double Cheeseburger 23 McDouble 19 Quarter Pounder® 19 Quarter Pounder® with Cheese 26 Double Quarter Pounder® with Cheese 42 Big Mac® 29 Big N' Tasty® 24 Big N' Tasty® with Cheese 28 Angus Bacon & Cheese 39 Angus Deluxe 39 Angus Mushroom & Swiss 40 Filet-O-Fish® 18 McChicken ® 16 McRib ®† 26 Premium Grilled Chicken Classic Sandwich 10 Premium Crispy Chicken Classic Sandwich 20 Premium Grilled Chicken Club Sandwich 17 Premium Crispy Chicken Club Sandwich Source: McDonald’s USA 28 Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 9 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition Part I. 1. Make a stem-and-leaf plot of the fat grams. 2. Which sandwich has the smallest amount of fat grams? 3. Which sandwich has the largest amount of fat grams? 4. Find the median amount of fat grams. Explain what the median tells us. 5. Find the lower quartile. Explain how you found the lower quartile and explain what it tells us. 6. Find the upper quartile. Explain how you found the upper quartile and explain what it tells us. Part II. 1. Find the range of fat grams. Explain what the range tells us. 2. Find the interquartile range. Explain how you found the interquartile range and explain what it tells us. Part III. 1. Find the mean of fat grams. 2. Find the mode of fat grams. 3. Explain which measure of variation (range, interquartile range) is most useful in analyzing the fat grams of the sandwiches. Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 10 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition Where’s the Middle? Finding the “Best” Measure of Center The data below represent grades of students on a mathematics test: 84 71 100 88 23 100 81 93 92 100 87 75 1. Find the mean: _____________________ 2. Find the median: _____________________ 3. Find the mode: _____________________ 4. Which of these numbers do you think best describes the middle of the data? ____________ Explain your reasoning. Remove the outlier from the data, and then do the following: 5. Find the mean: _____________________ 6. Find the median: _____________________ 7. Find the mode: _____________________ Compare these results to the original measures. Keep your observations in mind for some questions later. Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 11 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition Now go back to the original data set (with the outlier included). One of the scores listed is 92. Suppose that had been recorded incorrectly and that it should have been 99 rather than 92. How would that have affected these measures of center? Replace the score of 92 with a score of 99, and then do the following: 8. Find the mean: _____________________ 9. Find the median: _____________________ 10. Find the mode: _____________________ 11. Which measure(s) of center take the value of every item of data into account? Explain your thinking. 12. Which measure(s) of center are affected by outliers? Explain. 13. Which of these numbers in questions 1-3 do you think best describes the middle of the data? Explain your reasoning. Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 12 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition Differentiation Suppose your math grade for this grading period is to be determined using 10 test, homework, and project scores. All of the scores are equally important. You get to decide which measure of central tendency, the mode, median, or mean, will be used for your grade. 1. Would you ever prefer to use the median rather than the mean? If so, what would have to be true about the scores? If not, explain why you think using the median wouldn’t ever help your grade. 2. Would you ever prefer to use the mean rather than the median? If so, what would have to be true about the scores? If not, explain why you think using the mean wouldn’t ever help your grade. 3. Is it possible that you could prefer the mode rather than the median or mean? If so, what would have to be true about the scores? If not, explain why you think using the mode wouldn’t ever help your grade. Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 13 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition The “eyes” have it 1. Estimate how long you think that you can go without blinking your eyes. Write down your estimate and share it with your partner. 2. With your partner and using a stop watch, collect data from five experiments to determine how long you can actually go without blinking your eyes. 3. Find the mean of the experimental data. 4. Collect the estimates and the means of the experiments from exactly 9 other classmates. Use a method of organizing your data. (This gives 10 pieces of data for estimates and 10 pieces of data for means of the experiments.) 5. Find the median of the estimates and the median of the means of the experiment. a. About what percent of the values in a data set are below the median? Why? b. About what percent of the values in a data set are above the median? Why? 6. Find the Upper and Lower Quartiles for the data set. Explain why they are called the upper and lower quartiles and how you found them. a. About what percent of the values in a data distribution are in each quartile? b. About what percent of the values fall above the lower quartile? c. About what percent of the values fall below the upper quartile? d. Were there any outliers? Justify your answer. e. Why is it useful to know the outliers of a set of data? f. If there were any outliers, how did they affect the means, medians, modes, and ranges of the data sets? 7. Using the collected data, make a double Box-and- Whisker plot that shows the comparison of the estimates and the means of the experiments: a. Explain the procedures for making a box-and-whisker plot. b. How do the numbers on a box-and-whisker plot summarize the data and separate the data into standard percent groupings? c. What are some of the disadvantages of using a box-and-whisker plot? d. Describe the comparisons of the two Box-and-Whisker plots. Tell what this means. Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 14 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition 8. Collect all of the class data. Using this data and a graphing calculator, make triple Box-andWhisker plot that compares the estimates, the actual experiment data, and the means of your individual classmates. a. How did using the entire data from the class vary from using the data of only ten classmates? Explain why you think this happened. b. Name at least three situations in which a box-and-whisker plot would be useful. Explain why you named these situations. Differentiation First create a human box plot. Once everyone has determined how long they can go without blinking their eyes, write the number large on a sheet of paper (one per student). Direct the students to stand in line from the smallest number to the largest number – and hold the pages in front of them. Find the median of these numbers by counting off. Put a sticky note on his/her page. Then just look at the left side. Find the median of those numbers. Put a sticky note on the median page. Then just look at the right side. Find the median of those numbers. Put a sticky note on the median page. Use a Chinese jump rope (the stretchy kind that is just one piece) to create the “box” around these 3 sticky notes. Then put string from the ends of the box out to the minimum and the maximum. You have now created a human version of a box-and-whisker plot. Repeat this process on paper for the students to see. Repeat this process on a graphing calculator for the students to see. NOW have them explain the procedure for making the box-and-whisker plots. Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 15 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition Touchdown! The tables below show the total number of touchdowns for the 2009-2010 season. The Southeastern Conference (SEC) and the Atlantic Coast Conference (ACC) include two nationally ranked teams from Georgia. Southeastern Conference Atlantic Coast Conference Team Total Touchdowns Team Total Touchdowns Alabama 52 Boston College 40 Arkansas 60 Clemson 54 Auburn 55 Duke 35 Florida 63 Florida State 48 Georgia 45 Georgia Tech 62 Kentucky 44 Maryland 29 LSU 39 Miami (FL) 50 Mississippi 49 North Carolina 35 37 North Carolina St. 48 31 Virginia 26 Tennessee 49 Virginia Tech 51 Vanderbilt 21 Wake Forest 40 Mississippi St. South Carolina Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 16 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition 1. Make a line plot for each conference. 2. Make a back-to-back stem-and-leaf plot to compare the SEC with the ACC. 3. Answer the following questions for the Southeastern Conference (SEC) and the Atlantic Coast Conference (ACC). a. Find the minimum number of total touchdowns. b. Find the maximum number of total touchdowns. c. Find the median. d. Find the lower quartile. e. Find the upper quartile. f. Make a box plot of the total number of touchdowns. g. Find the interquartile range. h. Discuss the differences in touchdowns between the Southeastern Conference and the Atlantic Coast Conference for the 2009-2010 season. Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 17 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition Literacy Rates The table below shows the literacy rates for various countries in Africa, Southwest Asia (Middle East), and Southern and Eastern Asia. The literacy rate for these countries is defined as the percentage of people age 15 and over that can read and write. In Grade Seven Social Studies, you will “evaluate how the literacy rate affects the standard of living.” Africa Country Literacy Rate (%) Democratic Republic of the Congo 67 Egypt 71 Kenya 85 Nigeria 68 South Africa 86 Sudan 61 Source: Central Intelligence Agency-The World Factbook Southwest Asia (Middle East) Country Literacy Rate (%) Afghanistan 28 Iran 77 Iraq 74 Israel 97 Saudi Arabia 79 Turkey 87 Source: Central Intelligence Agency-The World Factbook Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 18 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition Southern and Eastern Asia Country Literacy Rate (%) China 91 India 61 Indonesia 90 Japan 99 North Korea 99 South Korea 98 Vietnam 90 Source: Central Intelligence Agency-The World Factbook Make a box-and-whisker plot of the percentages for Africa, Southwest Asia (Middle East), and Southern and Eastern Asia. Compare the percentages for the various countries of the world. Explain what you have learned about the literacy rates in Africa, Southwest Asia (Middle East), and Southern and Eastern Asia. Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 19 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition Who Was the Greatest Yankee Home Run Hitter? The following table lists four of the greatest New York Yankees’ home run hitters with the number of home runs each hit while a Yankee. Adapted from: James M. Landwehr and Ann E. Watkins, Dale Seymour Publications, Mathematics, 1986, p. 160 Babe Ruth Year Home runs 1920 54 Lou Gehrig Year Home runs 1923 1 Mickey Mantle Year Home runs 1951 13 Roger Maris Year Home runs 1960 39 1921 59 1924 0 1952 23 1961 61 1922 35 1925 20 1953 21 1962 33 1923 41 1926 16 1954 27 1963 23 1924 46 1927 47 1955 37 1964 26 1925 25 1928 27 1956 52 1965 8 1926 47 1929 35 1957 34 1966 13 1927 60 1930 41 1958 42 1928 54 1931 46 1959 31 1929 46 1932 34 1960 40 1930 49 1933 32 1961 54 1931 46 1934 49 1962 30 1932 41 1935 30 1963 15 1933 34 1936 49 1964 35 1934 22 1937 37 1965 19 1938 29 1966 23 1939 0 1967 22 1968 18 Source: Macmillan Baseball Encyclopedia, 4th edition Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 20 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition 1. Study these records. Which player appears to be the greatest home run hitter? Why did you choose this player? Share your predictions with the class. 2. Make a stem and leaf plot for each player. a. Using your stem and leaf plot, create a grouped frequency table for each player. b. Using your frequency table, create a histogram for each player. c. Use your graphical displays to discuss the home run hitting of each player. c. Using your frequency table, create a histogram for each player. d. Use your graphical displays to discuss the home run hitting of each player. 3. Find the mean, median and mode for each player. Compare the three values you computed for each player. Which value do you think best describes the performance of each player? Why? 4. Find the range and interquartile range for each player. Which player has the greatest range for home runs per year? Which player has the greatest interquartile range? In trying to determine which players perform consistently from year to year, would you compare ranges or interquartile ranges? Explain why you chose the measure you did. 5. Construct a box and whisker plot for each player and graph them together so that you are able to make comparisons. Write a paragraph describing what you can tell by comparing the four box and whisker plots. 6. Based on your graphs and computations in problems 2 - 5, is your prediction still the same as it was in problem 1? Why or why not? Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 21 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition Congress, Pizza, and Predictions Used with permission from Navigating Through Data Analysis in Grades 6-8, NCTM, 2003. Congress and Pizza What do pizzas have to do with the United States House of Representatives? In particular, how does the number of pizza restaurants in a state relate to the number of U.S representatives for that state? Below is a table showing the number of pizza restaurants and U.S. representatives for forty states. State Alabama Alaska Arizona Arkansas Colorado Connecticut Delaware Georgia Hawaii Idaho Indiana Iowa Kansas Kentucky Louisiana Maine Maryland Missouri Montana Nebraska Number of U.S. Representatives 7 1 8 4 7 5 1 13 2 2 9 5 4 6 7 2 8 9 1 3 Number of pizza Restaurants 1071 149 919 776 929 732 133 1515 217 298 1394 838 708 879 952 212 721 1195 236 471 State Nevada New Hampshire New Jersey New Mexico North Carolina North Dakota Oklahoma Oregon Pennsylvania Rhode Island South Carolina South Dakota Tennessee Utah Vermont Virginia Washington West Virginia Wisconsin Wyoming Number of U.S. Representatives 3 2 13 3 13 1 5 5 19 2 6 1 9 3 1 11 9 3 8 1 Sources of data: U.S. Department of Commerce, U.S. Census Bureau (n.d.a; n.d.b) 1. Make a scatterplot to display the data to determine if a relationship exists between the number of pizza restaurants and the number of U.S. representatives. 2. Describe any relationship you see. Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 22 of 30 Copyright 2010 © All Rights Reserved Number of pizza Restaurants 406 119 1182 454 1673 165 1034 816 1682 136 1011 158 1652 469 128 1701 1357 314 1286 108 Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition People, Congress, and Pizza Below is a table showing the population, the number of U.S. representatives, and the number of pizza restaurants for forty states. State Alabama Alaska Population (2000) 4,461,130 628,933 Number of Representatives 7 1 Number of Pizza Restaurants 1071 149 Arizona Arkansas Colorado 5,140,683 2,679,733 4,311,882 8 4 7 919 776 929 Connecticut 3,409,535 5 732 Delaware Georgia Hawaii Idaho Indiana 785,068 8,206,975 1,216,642 1,297,274 6,090,782 1 13 2 2 9 133 1515 217 298 1394 Iowa 2,931,923 5 838 Kansas Kentucky Louisiana Maine Maryland Missouri 2,693,824 4,049,431 4,480,271 1,277,731 5,307,886 5,606,260 4 6 7 2 8 9 708 879 952 212 721 1195 Montana Nebraska 905,316 1,715,369 1 3 236 471 State Nevada New Hampshire New Jersey New Mexico North Carolina North Dakota Oklahoma Oregon Pennsylvania Rhode Island South Carolina South Dakota Tennessee Utah Vermont Virginia Washington West Virginia Wisconsin Wyoming Population (2000) 2,002,032 1,238,415 Number of Representatives 3 2 Number of Pizza Restaurants 406 119 8,424,354 1,823,821 8,067,673 13 3 13 1182 454 1673 643,756 1 165 3,458,819 3,428,543 12,300,670 1,049,662 4,025,061 5 5 19 2 6 1034 816 1682 136 1011 756,874 1 158 5,700,037 2,236,714 609,890 7,100,702 5,908,684 1,813,077 9 3 1 11 9 3 1652 469 128 1701 1357 314 5,371,210 495,304 8 1 1286 108 Sources of data: U.S. Department of Commerce, U.S. Census Bureau (n.d.a; n.d.b) Make a scatter plot to display the relationship between state population and the number of U.S. representatives. Then make a scatter plot to display the relationship between state population and the number of pizza restaurants. 1. Compare the two scatter plots with the scatter plot you made earlier that shows the relationship between the number of U.S. representatives and the number of pizza restaurants in each state. Which pair of variables seems to have the strongest relationship? Explain your answer. Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 23 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition 2. How is state population related to the number of U.S. representatives and to the number of pizza restaurants? Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 24 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition Relationships Arm Span (in) Height (in) Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 25 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition Emergency 911! Bay City Used with permission from Balanced Assessment: Middle Grades Package 1, Dale Seymour Publications. This problem gives you the chance to Select appropriate methods to analyze a data set, including appropriate graphs and calculations Read and interpret a graph Use data analysis to make recommendations With a partner Last week there was an accident at the Waterfront Amusement Park in Bay City. A seat on one of the rides broke loose, resulting in the deaths of two teenagers. The owners of the amusement park have charged that if ambulances had responded more quickly, the two teens would have survived. They have threatened to sue the Bay City 911 emergency service for failing to dispatch ambulances efficiently. The Bay City Council has hired your firm to conduct an independent investigation of the city’s 911 response. Upon completion of your investigation, you are to make a report to the City Council on your findings, along with any recommendations for improving the Bay City 911 emergency service. Your investigation has uncovered the following information. The 911 operators dispatch ambulances from two companies: Arrow Ambulance Service and Metro Ambulances. The 911 operators aren’t always sure which company to send when an emergency call is received. Data on the response times of the two companies for an area of a one-mile radius of the Amusement Park show that responses can take as little as 6 minutes or as long as 19 Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 26 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition minutes. (The response time is the length of time from when a 911 operator receives an emergency call to when an ambulance arrives at the scene of the accident.) You need to continue your investigation by analyzing the response time data from the 911 log sheets for May. (The log sheets are shown on the next page.) Based on the information above and on your analysis of the response time data, you conclude that he Bay City Council needs to establish a policy about which service to call. Write a report to the Bay City Council advising them of your recommendations about how the 911 operators should make dispatches in the area around the amusement park. You will need to prepare charts, graphs, calculations, or other materials to support your recommendations. Be sure to give clear reasons for the policy you are recommending. Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 27 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Date of call Time of call Wed., May 1 Wed., May 1 Wed., May 1 Thurs., May 2 Thurs., May 2 Fri., May 3 Fri., May 3 Sat., May 4 Sat., May 4 Sat., May 4 Sun., May 5 Mon., May 6 Mon., May 6 Mon., May 6 Tues., May 7 Tues., May 7 Thurs., May 9 Thurs., May 9 Fri., May 10 Sat., May 11 Mon., May 13 Mon., May 13 Tues., May 14 Thurs., May 16 Thurs., May 16 Fri., May 17 Fri., May 17 Fri., May 17 Mon., May 20 Mon., May 20 Thurs., May 23 Thurs., May 23 Fri., May 24 Sat., May 25 Sun., May 26 Mon., May 27 2:20 AM 12:41 PM 8:14 AM 6:23 AM 4:15 AM 8:41 AM 6:23 PM 4:15 AM 8:41 AM 7:12 AM 7:43 PM 10:02 PM 12:22 PM 6:47 AM 7:15 AM 6:10 PM 5:37 PM 9:37 PM 6:25 AM 1:03 AM 6:40 AM 3:25 PM 4:59 PM 10:11 AM 11:45 AM 11:09 AM 9:15 PM 11:15 PM 7:25 AM 4:20 PM 2:39 PM 3:44 PM 8:56 PM 8:30 PM 6:33 AM 4:21 PM Unit 1 2nd Edition Company name Arrow Arrow Metro Metro Metro Metro Arrow Metro Metro Arrow Metro Metro Arrow Arrow Metro Metro Arrow Arrow Arrow Metro Arrow Metro Metro Metro Metro Arrow Arrow Metro Arrow Metro Arrow Metro Metro Arrow Metro Arrow Response time in minutes 11 8 11 8 16 7 19 11 11 7 12 9 16 8 16 11 17 6 16 12 17 15 14 8 10 7 8 8 17 19 10 14 10 8 6 9 Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 28 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition “BOYS VERSUS GIRLS” Do girls in your class remember better than boys? Are boys in your class quicker to react than girls? Who spends the most time on homework? Who spends the most time watching TV? Who spends the most time shopping? 1. Your group should come up with a question that can be answered by collecting numerical data. The data can be gathered either by experiment (for things like remembering or reaction time) or by a survey (for things like time spent on various tasks). If you decide on an experiment, be sure you carefully consider what “better” or “quicker” means and think about what you’ll do to find out. If you decide on a survey, think about the question or questions you plan to ask to be sure that everybody you ask will interpret them the same way. Turn in a preliminary proposal including the following: Question or questions you hope to answer by collecting and analyzing data. Detailed description of your experimental procedure or a copy of the questions you intend to ask in your survey. 2. After your proposal is approved, collect data from 5 boys and 5 girls selected at random from your class. Make appropriate graphs for both boys and girls. Calculate appropriate measures of center and variation for each group. 3. Collect data from 10 boys and 10 girls selected at random from your class. Make appropriate graphs and calculate appropriate measures of center and variation for both boys and girls. 4. Decide as a group which sample above (5 of each or 10 of each) you think best represents the entire class. Write an article for the school newspaper explaining your choice. 5. Collect data from everybody in your class. Make appropriate graphs and calculate appropriate measures of center and variation for both boys and girls. Were you correct about which sample best represents the class? 6. Present your findings using a project board. Include the following sections: Question or questions you collected the data to answer. Procedure. This is an explanation of how you gathered data to answer the question. Include a detailed description of the experiment or a copy of the questionnaire. Data. This section should show all the data you gathered for the entire class. Analysis. In this section, include the graphs you made and measures of center and variation you calculated for the entire class, along with brief statements about what you Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 29 of 30 Copyright 2010 © All Rights Reserved Georgia Performance Standards Framework Grade 7 Mathematics Unit 1 2nd Edition determined from comparing graphs, comparing means, comparing ranges, etc., for boys and girls Conclusions. In this section, state the answer to the question which began the investigation. Include a discussion of how analysis of the data supports your conclusion. Georgia Department of Education Brad Bryant, State Superintendent of Schools MATHEMATICS GRADE 7 UNIT 1: DEALING WITH DATA July 22, 2010 Page 30 of 30 Copyright 2010 © All Rights Reserved
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