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Summarize a distribution

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5543676
The dot plot shows the heights of six seedlings in centimeters. How many seedlings were measured? What attribute and unit are shown? Describe where most of the observations are concentrated.
Figure for problem 554367

Hints

- Count every dot, including dots stacked at the same x-value. - Read the horizontal-axis label to identify the measured attribute and unit. - Look for the shortest interval containing most of the dots.

Solution

1. There are six dots, so \(6\) seedlings were measured. 2. The attribute is seedling height, measured in centimeters. 3. Five of the six observations are at \(9\) or \(10\) centimeters, so the data are concentrated near \(9\) to \(10\) centimeters.

Answer

\(6\) seedlings; seedling height in centimeters; most observations are concentrated at \(9\) to \(10\,\text{cm}\).
5543686
The histogram shows the lengths of \(11\) phone calls in minutes. Describe the distribution using the two groups of occupied intervals and the empty interval. Explain why a single statement such as “most calls were about \(20\) minutes” would miss an important feature.
Figure for problem 554368

Hints

- Read the frequency of each equal-width interval. - Identify any interval with no observations. - Ask whether one center value would communicate the visible gap.

Solution

1. The frequencies are \(2,5,0,4\), totaling \(11\) calls. 2. Seven calls are from \(0\) to less than \(20\) minutes, while four calls are from \(30\) to less than \(40\) minutes. 3. The interval from \(20\) to less than \(30\) minutes is empty, creating a clear gap between the two occupied groups. 4. One typical-value statement would hide the separated groups and the gap, so the shape of the distribution must also be described.

Answer

The distribution has one group from \(0\) to less than \(20\) minutes and another from \(30\) to less than \(40\) minutes, with a gap from \(20\) to less than \(30\) minutes. A single “typical” value would hide that two-group structure.
5543696
The box plot summarizes commute times for a group of students. Write a brief contextual summary using the median, interquartile range, and range. Then name one feature of the raw distribution that this box plot does not reveal.
Figure for problem 554369

Hints

- Read the median line and the two box edges from the scale. - Use the whisker endpoints for the full range. - Separate what a five-number summary shows from details it compresses away.

Solution

1. The median commute time is \(18\) minutes. 2. The interquartile range is \(21-16=5\) minutes, so the middle half of commute times spans \(5\) minutes. 3. The range is \(24-12=12\) minutes. 4. A box plot does not reveal exact individual values, frequencies at particular values, or internal gaps and clusters.

Answer

The median commute time is \(18\) minutes. The middle \(50\%\) of commute times runs from \(16\) to \(21\) minutes, an IQR of \(5\) minutes, and the full range is \(12\) minutes. The box plot does not show exact individual values or internal gaps/clusters.
5543776
The dot plot shows task-completion times. Write a brief summary that states the number of observations and unit, describes where the data are concentrated and any separated value, and gives the median and range.
Figure for problem 554377

Hints

- Count every dot, including repeated values in a stack. - Describe the visible group before focusing on the single point far to the right. - With seven observations, the median is the fourth ordered value; use the two extremes for the range.

Solution

1. There are \(7\) observations, measured in minutes. 2. Six of the seven times are concentrated from \(4\) through \(6\) minutes. 3. The value \(12\) minutes is separated from that main cluster. 4. In order, the fourth value is \(6\), so the median is \(6\) minutes. 5. The range is \(12-4=8\) minutes.

Answer

There are \(7\) completion times, measured in minutes. Six are concentrated from \(4\) to \(6\) minutes, with a separated value at \(12\) minutes. The median is \(6\) minutes and the range is \(8\) minutes.
5115866
Two classes collect paper for recycling over five weeks. The amounts are measured in pounds. Class 6A: \(2.6\), \(1.8\), \(3.2\), \(2.4\), \(2.0\) Class 6B: \(1.0\), \(4.8\), \(2.2\), \(0.8\), \(3.2\) a) Find the mean amount collected per week for each class. b) Compare the distributions. Which class collected a more consistent amount from week to week? Explain.

Hints

- Find the mean of each data set separately. - Compare the smallest and largest values in each set. - A more consistent data set has values that are closer together.

Solution

1. Class 6A collected \(2.6+1.8+3.2+2.4+2.0=12.0\) pounds, so its mean is \(12.0\div5=2.4\) pounds. 2. Class 6B collected \(1.0+4.8+2.2+0.8+3.2=12.0\) pounds, so its mean is also \(12.0\div5=2.4\) pounds. 3. Class 6A’s values range from \(1.8\) to \(3.2\), while Class 6B’s range from \(0.8\) to \(4.8\). Class 6A’s values are closer together, so its weekly collection was more consistent.

Answer

a) Both classes had a mean of \(2.4\) pounds per week. b) Class 6A was more consistent because its weekly amounts varied less.
5126976
A basketball team recorded how many baskets each player made during practice. The results are summarized in the table. <table> <tr><td>Baskets made</td><td>\(4\)</td><td>\(6\)</td><td>\(10\)</td><td>\(12\)</td><td>\(15\)</td></tr> <tr><td>Number of players</td><td>\(3\)</td><td>\(7\)</td><td>\(8\)</td><td>\(5\)</td><td>\(2\)</td></tr> </table> Find each measure for this data set: a) the mean, b) the range, c) the median.

Hints

- How many players are represented in all? - What is the difference between the greatest and least values? - Which value contains the middle player when all \(25\) values are listed in order? - How can you use each frequency to find the total number of baskets?

Solution

1. Find the number of players: \(3 + 7 + 8 + 5 + 2 = 25\). 2. Find the total number of baskets: \((4 \times 3) + (6 \times 7) + (10 \times 8) + (12 \times 5) + (15 \times 2) = 224\). The mean is \(224 \div 25 = 8.96\) baskets. 3. The range is the maximum minus the minimum: \(15 - 4 = 11\) baskets. 4. With \(25\) values, the median is the \(13\)th value in order. The cumulative counts are \(3\) players through \(4\) baskets, \(10\) players through \(6\) baskets, and \(18\) players through \(10\) baskets. Therefore, the \(13\)th value is \(10\).

Answer

a) The mean is \(8.96\) baskets. b) The range is \(11\) baskets. c) The median is \(10\) baskets.
5126996
A weather station recorded these daily high temperatures over \(14\) consecutive days in May: \(18, 19, 21, 18, 20, 22, 19, 25, 20, 18, 19, 21, 22, 23\), in degrees Celsius. a) Find the mean, rounded to the nearest hundredth, and the median. b) Find the range. c) How would the range change if the high temperature on day \(15\) were a record \(30\,^\circ\text{C}\)?

Hints

- Order the temperatures before finding the median. - For an even number of values, average the two middle values. - The range is the maximum minus the minimum. - Decide whether the new record changes the minimum, the maximum, or both.

Solution

1. The sum of the \(14\) temperatures is \(285\), so the mean is \(285 \div 14 \approx 20.36\,^\circ\text{C}\). 2. In order, the temperatures are \(18, 18, 18, 19, 19, 19, 20, 20, 21, 21, 22, 22, 23, 25\). The seventh and eighth values are both \(20\), so the median is \(20\,^\circ\text{C}\). 3. The range is \(25 - 18 = 7\,^\circ\text{C}\). 4. With a new maximum of \(30\,^\circ\text{C}\), the range would be \(30 - 18 = 12\,^\circ\text{C}\), an increase of \(5\,^\circ\text{C}\).

Answer

a) Mean: \(\approx 20.36\,^\circ\text{C}\); median: \(20\,^\circ\text{C}\) b) \(7\,^\circ\text{C}\) c) The range would increase to \(12\,^\circ\text{C}\), an increase of \(5\,^\circ\text{C}\).
5317076
The two bar graphs show daily high temperatures in Cities A and B from Monday through Friday. a) Find the mean high temperature for each city. What do you notice? b) Find the median and range for each city. Which city had the greater range and therefore greater temperature variation that week?
Figure for problem 531707

Hints

- Find each mean by adding the five temperatures and dividing by \(5\). - Order each set to find the middle value. - Find each range using the maximum and minimum. - Compare all three statistics across the cities.

Solution

1. City A has mean \((18 + 22 + 25 + 20 + 15) \div 5 = 100 \div 5 = 20\,^\circ\text{C}\). City B has mean \((16 + 19 + 21 + 24 + 20) \div 5 = 100 \div 5 = 20\,^\circ\text{C}\). The means are equal. 2. City A, in order, is \(15, 18, 20, 22, 25\), so its median is \(20\,^\circ\text{C}\). City B, in order, is \(16, 19, 20, 21, 24\), so its median is also \(20\,^\circ\text{C}\). 3. City A has range \(25 - 15 = 10\,^\circ\text{C}\). City B has range \(24 - 16 = 8\,^\circ\text{C}\). 4. City A has the greater range and greater variation.

Answer

a) Both cities have a mean of \(20\,^\circ\text{C}\). b) Both medians are \(20\,^\circ\text{C}\). City A has range \(10\,^\circ\text{C}\), and City B has range \(8\,^\circ\text{C}\). City A has the greater variation.
5317626
Two groups of eight students recorded how many hours they exercise each week. Their results are shown in the bar graphs. a) Find the mean number of exercise hours for each group. What do you notice? b) Find the range for each group. c) Compare the data sets. What difference appears even though the means are equal?
Figure for problem 531762

Hints

- Read each student's value from both graphs. - Add and divide by \(8\) to find each mean. - Use the maximum and minimum for each range. - Explain what the difference in ranges means for the groups.

Solution

1. Group A has total \(2 + 4 + 5 + 1 + 6 + 3 + 2 + 9 = 32\) hours, so its mean is \(32 \div 8 = 4\) hours. 2. Group B has total \(3 + 3 + 4 + 4 + 5 + 3 + 5 + 5 = 32\) hours, so its mean is also \(4\) hours. 3. Group A has range \(9 - 1 = 8\) hours. Group B has range \(5 - 3 = 2\) hours. 4. The groups have the same mean, but Group A's values are much more spread out. Group B's values are more consistent.

Answer

a) Both groups have a mean of \(4\) hours. b) Group A: \(8\) hours; Group B: \(2\) hours c) Group A has much greater variability, while Group B's exercise times are more consistent.
5317766
Two classes were surveyed about homework time on one Monday. Each class has exactly \(20\) students, and the results are shown in the bar graphs. a) Find the mean homework time for each class. b) Find the median homework time for each class. c) Compare the classes. Which class has the greater mean, and by how many minutes? How do the medians compare?
Figure for problem 531776

Hints

- Add the bar heights to confirm the number of students. - Multiply each time by its frequency to find the total minutes. - For \(20\) values, locate positions \(10\) and \(11\). - Compare both the means and the medians.

Solution

1. Class A has total homework time \(2 \times 15 + 6 \times 30 + 7 \times 45 + 4 \times 60 + 1 \times 75 = 840\) minutes. Its mean is \(840 \div 20 = 42\) minutes. 2. Class B has total homework time \(2 \times 15 + 4 \times 30 + 8 \times 45 + 4 \times 60 + 2 \times 75 = 900\) minutes. Its mean is \(900 \div 20 = 45\) minutes. 3. In Class A, positions \(10\) and \(11\) are both \(45\) minutes, so the median is \(45\) minutes. 4. In Class B, positions \(10\) and \(11\) are also both \(45\) minutes, so the median is \(45\) minutes. 5. Class B's mean is \(45 - 42 = 3\) minutes greater, while the medians are equal.

Answer

a) Class A: \(42\) minutes; Class B: \(45\) minutes b) Both medians are \(45\) minutes. c) Class B's mean is \(3\) minutes greater. The medians are the same.
5318446
A class survey asked, “How many books did you read during summer break?” The bar graph shows the results. a) How many students participated? b) Find the median number of books read. c) What percent of the students read at least \(3\) books?
Figure for problem 531844

Hints

- Add the heights of all the bars. - For \(25\) ordered values, which position contains the median? - “At least \(3\)” includes which bars? - Write the part as a fraction of the total and convert it to a percent.

Solution

1. Add the frequencies: \(3 + 6 + 7 + 5 + 3 + 1 = 25\) students. 2. With \(25\) values, the median is the \(13\)th value in order. The first \(3\) values are \(0\), the next \(6\) are \(1\), and positions \(10\) through \(16\) are \(2\). Therefore, the median is \(2\) books. 3. At least \(3\) books includes \(3\), \(4\), and \(5\) books. The number of students is \(5 + 3 + 1 = 9\). The percent is \(\frac{9}{25} \times 100\% = 36\%\).

Answer

a) \(25\) students b) \(2\) books c) \(36\%\)
5318516
The bar graph shows the daily high temperatures for one week in May. a) Find the range of the temperatures. b) Find the mean high temperature for the week. c) Find the median high temperature.
Figure for problem 531851

Hints

- Read each daily temperature carefully from the graph. - Which two values are needed to find the range? - How do you find the mean of all seven values? - Order the values before finding the median.

Solution

1. Read the temperatures from the graph: Monday \(15\,^\circ\text{C}\), Tuesday \(18\,^\circ\text{C}\), Wednesday \(20\,^\circ\text{C}\), Thursday \(17\,^\circ\text{C}\), Friday \(14\,^\circ\text{C}\), Saturday \(13\,^\circ\text{C}\), and Sunday \(15\,^\circ\text{C}\). 2. The range is \(20 - 13 = 7\,^\circ\text{C}\). 3. The mean is \(\frac{15 + 18 + 20 + 17 + 14 + 13 + 15}{7} = \frac{112}{7} = 16\,^\circ\text{C}\). 4. In order, the values are \(13, 14, 15, 15, 17, 18, 20\). The middle value is \(15\,^\circ\text{C}\), so the median is \(15\,^\circ\text{C}\).

Answer

a) The range is \(7\,^\circ\text{C}\). b) The mean is \(16\,^\circ\text{C}\). c) The median is \(15\,^\circ\text{C}\).
5318616
A class survey asked, “How many pets do you have at home?” The bar graph shows the results. a) How many students participated? b) Find the range of the number of pets. c) Find the median number of pets.
Figure for problem 531861

Hints

- Add all bar heights to find the total number of students. - Subtract the least data value from the greatest to find the range. - Which position contains the median of \(21\) ordered values?

Solution

1. Add the frequencies: \(4 + 7 + 5 + 3 + 1 + 1 = 21\) students. 2. The least number of pets is \(0\), and the greatest is \(5\). The range is \(5 - 0 = 5\). 3. With \(21\) values, the median is the \(11\)th value in order. Positions \(1\) through \(4\) are \(0\), and positions \(5\) through \(11\) are \(1\). Therefore, the median is \(1\) pet.

Answer

a) \(21\) students b) \(5\) pets c) \(1\) pet
5318686
A biology experiment compared two groups of tomato plants treated with different fertilizers. After four weeks, each plant's height was measured to the nearest centimeter. The results are shown in the bar graphs. a) Find the mean plant height for each group. b) Find the median plant height for each group. c) Compare the fertilizers. Which fertilizer appears to produce taller plants overall? Explain using your results.
Figure for problem 531868

Hints

- Read the frequency shown by each bar. - Multiply each height by its frequency to find the total height. - For \(20\) values, locate positions \(10\) and \(11\). - Compare both measures of center.

Solution

1. Group A has \(2 + 4 + 8 + 4 + 2 = 20\) plants. The total height is \(2 \times 10 + 4 \times 11 + 8 \times 12 + 4 \times 13 + 2 \times 14 = 240\,\text{cm}\), so the mean is \(240 \div 20 = 12\,\text{cm}\). 2. Group B has \(3 + 4 + 3 + 4 + 6 = 20\) plants. The total height is \(3 \times 10 + 4 \times 11 + 3 \times 12 + 4 \times 13 + 6 \times 14 = 246\,\text{cm}\), so the mean is \(246 \div 20 = 12.3\,\text{cm}\). 3. Each group has \(20\) values, so the median is the mean of positions \(10\) and \(11\). In Group A, both middle values are \(12\), so the median is \(12\,\text{cm}\). In Group B, the middle values are \(12\) and \(13\), so the median is \((12 + 13) \div 2 = 12.5\,\text{cm}\). 4. Group B has both the greater mean and the greater median, so Fertilizer B appears to produce taller plants overall.

Answer

a) Group A: \(12\,\text{cm}\); Group B: \(12.3\,\text{cm}\) b) Group A: \(12\,\text{cm}\); Group B: \(12.5\,\text{cm}\) c) Fertilizer B appears to produce taller plants overall because Group B has both the greater mean and the greater median.
5318706
Two classes took a short math quiz worth \(5\) points. Their scores are shown in the bar graphs. a) Find the mean score for each class. Which class had the higher mean? b) Find the median score for each class. c) Compare the ranges of the scores.
Figure for problem 531870

Hints

- Multiply each score by its frequency before finding the mean. - For \(20\) values, use positions \(10\) and \(11\) to find the median. - The range is the maximum minus the minimum.

Solution

1. Class A has \(1 + 2 + 6 + 8 + 3 = 20\) students. Its total number of points is \(1 \times 1 + 2 \times 2 + 3 \times 6 + 4 \times 8 + 5 \times 3 = 70\), so the mean is \(70 \div 20 = 3.5\) points. 2. Class B has \(3 + 4 + 6 + 4 + 3 = 20\) students. Its total number of points is \(1 \times 3 + 2 \times 4 + 3 \times 6 + 4 \times 4 + 5 \times 3 = 60\), so the mean is \(60 \div 20 = 3\) points. Class A has the higher mean. 3. For Class A, positions \(10\) and \(11\) are both \(4\), so the median is \(4\). For Class B, positions \(10\) and \(11\) are both \(3\), so the median is \(3\). 4. In both classes, the minimum score is \(1\) and the maximum score is \(5\). Each range is \(5 - 1 = 4\) points.

Answer

a) Class A: \(3.5\) points; Class B: \(3\) points. Class A has the higher mean. b) Class A: \(4\) points; Class B: \(3\) points c) Both ranges are \(4\) points.
5318796
Two classes held a summer reading challenge. Each student recorded the number of books read, and the results are shown in the bar graphs. a) Find the mean number of books read per student in each class. b) Find the median number of books read in each class. c) Find the range for each class. Which class has the greater spread according to the range?
Figure for problem 531879

Hints

- Multiply each number of books by its frequency before finding the mean. - For \(20\) values, use positions \(10\) and \(11\) to find the median. - Find each range by subtracting the minimum from the maximum.

Solution

1. Class A has \(20\) students and a total of \(0 \times 2 + 1 \times 5 + 2 \times 6 + 3 \times 4 + 4 \times 2 + 5 \times 1 = 42\) books. Its mean is \(42 \div 20 = 2.1\) books. 2. Class B has \(20\) students and a total of \(0 \times 1 + 1 \times 3 + 2 \times 8 + 3 \times 5 + 4 \times 3 + 5 \times 0 = 46\) books. Its mean is \(46 \div 20 = 2.3\) books. 3. In both classes, positions \(10\) and \(11\) are \(2\), so both medians are \(2\) books. 4. Class A's range is \(5 - 0 = 5\) books. Class B's range is \(4 - 0 = 4\) books. Class A has the greater range.

Answer

a) Class A: \(2.1\) books; Class B: \(2.3\) books b) Both medians are \(2\) books. c) Class A: \(5\) books; Class B: \(4\) books. Class A has the greater range.
5351136
Two classes participated in a target-throwing contest. Each student could score up to \(10\) hits. The bar graphs show the number of students earning each number of hits in Class A and Class B. a) Find the mode for each class. b) Compare the ranges. Which class has the greater difference between its highest and lowest scores? c) In which class did more than half of the students score at least \(6\) hits? Justify your answer with calculations.
Figure for problem 535113

Hints

- The mode is the value represented by the tallest bar. - The range is the greatest occurring value minus the least occurring value. - Add all bar heights to find the class total. - Add the frequencies for scores of \(6\) or more.

Solution

1. The tallest bar for Class A is at \(3\) hits, so its mode is \(3\). The tallest bar for Class B is at \(6\) hits, so its mode is \(6\). 2. Class A's minimum is \(0\) and maximum is \(10\), so its range is \(10 - 0 = 10\). Class B's minimum is \(2\) and maximum is \(9\), so its range is \(9 - 2 = 7\). Class A has the greater range. 3. Class A has \(30\) students, and \(1 + 1 + 1 + 1 = 4\) scored at least \(6\) hits. Class B also has \(30\) students, and \(8 + 6 + 3 + 2 = 19\) scored at least \(6\) hits. Since \(19 > 15\), more than half did so only in Class B.

Answer

a) Class A: \(3\) hits; Class B: \(6\) hits b) Class A has the greater range: \(10\), compared with \(7\) for Class B. c) Class B; \(19\) of \(30\) students scored at least \(6\) hits.
5351146
Two groups of students took a math quiz worth \(10\) points. The bar graphs show the number of students earning each score. a) Which score occurred most often in Group A? Which occurred most often in Group B? b) How many students in Group B earned exactly \(9\) or \(10\) points? c) Compare the shapes and locations of the distributions. Which group performed better overall? Justify your answer.
Figure for problem 535114

Hints

- Find the score represented by the tallest bar in each graph. - Add the frequencies at \(9\) and \(10\) points for Group B. - Compare where most of each distribution lies on the horizontal axis.

Solution

1. Group A's tallest bar is at \(5\) points, with \(15\) students. Group B's tallest bar is at \(8\) points, with \(16\) students. 2. In Group B, \(10\) students earned \(9\) points and \(6\) earned \(10\) points, for a total of \(10 + 6 = 16\) students. 3. Group A's distribution is centered near \(5\), while Group B's distribution is shifted toward higher scores and centered near \(8\). Group B performed better overall because its scores are generally higher.

Answer

a) Group A: \(5\) points; Group B: \(8\) points b) \(16\) students c) Group B performed better overall because its distribution is shifted toward higher scores.
5351156
Two classes entered a math competition worth up to \(10\) points. The bar graphs show the results for Class A and Class B. 1. In which class does the mean score appear to be higher? Justify your prediction from the location and shape of the distribution. 2. Find the range of scores for each class. Which class has more compact results according to the range?
Figure for problem 535115

Hints

- Compare where most of the bars lie in each distribution. - Values farther right represent higher scores. - The range is the maximum minus the minimum. - A smaller range indicates more compact results.

Solution

1. Class B's distribution is shifted farther to the right than Class A's. Class A is centered near \(5\) points, while Class B is centered near \(6.5\) points, so Class B appears to have the higher mean. 2. Class A's minimum is \(1\), and its maximum is \(9\), so its range is \(9 - 1 = 8\) points. Class B's minimum is \(4\), and its maximum is \(9\), so its range is \(9 - 4 = 5\) points. Class B has the more compact results.

Answer

1. Class B appears to have the higher mean because its distribution is shifted toward higher scores. 2. Class A: \(8\) points; Class B: \(5\) points. Class B's results are more compact.
5351176
Two running clubs recorded how many miles their members ran in one week. The results are shown in Graphs A and B. Two description cards say: - Card 1: “Blue Ridge Running Club: The most common distance is \(4\) miles. No one ran more than \(7\) miles.” - Card 2: “Green Valley Running Club: The most common distance is \(6\) miles. Some members ran as far as \(10\) miles.” a) Match each graph to its running club. Explain your reasoning. b) How many Green Valley members ran at least \(8\) miles that week?
Figure for problem 535117

Hints

- The tallest bar identifies the most common distance. - Check the greatest distance represented in each graph. - “At least \(8\)” includes \(8\), \(9\), and \(10\).

Solution

1. Graph A has its tallest bar at \(4\) miles, and no values are greater than \(7\) miles. It matches Blue Ridge Running Club. 2. Graph B has its tallest bar at \(6\) miles, and its values extend to \(10\) miles. It matches Green Valley Running Club. 3. In Graph B, \(6\) members ran \(8\) miles, \(4\) ran \(9\) miles, and \(2\) ran \(10\) miles. Therefore, \(6 + 4 + 2 = 12\) members ran at least \(8\) miles.

Answer

a) Graph A: Blue Ridge; Graph B: Green Valley b) \(12\) members
5351186
Two classes took the same math test, worth up to \(12\) points. The bar graphs show how many students earned each score. a) Find the range of scores for each class. b) Compare the shapes. In which class are scores more concentrated around a middle value? Describe the difference. c) Find the mean score for each class. What do you notice? d) Explain why the mean alone does not fully describe the two score distributions.
Figure for problem 535118

Hints

- The range is the greatest occurring score minus the least occurring score. - Compare where the tallest bars occur. - Multiply each score by its frequency to find the total points. - Look for differences that remain even when the means are equal.

Solution

1. Class A's scores range from \(4\) to \(8\), so the range is \(8 - 4 = 4\). Class B's scores range from \(2\) to \(10\), so the range is \(10 - 2 = 8\). 2. Class A is concentrated around \(6\) points. Class B has two clusters, one at low scores and one at high scores, with few scores in the middle. 3. Class A's total is \(4 \times 2 + 5 \times 6 + 6 \times 10 + 7 \times 6 + 8 \times 2 = 156\) points for \(26\) students, so its mean is \(156 \div 26 = 6\). 4. Class B's total is \(2 \times 8 + 3 \times 4 + 6 \times 2 + 9 \times 4 + 10 \times 8 = 156\) points for \(26\) students, so its mean is also \(6\). 5. The equal means hide very different variability and shapes. Class A is tightly centered, while Class B is widely spread and split into two clusters.

Answer

a) Class A: \(4\); Class B: \(8\) b) Class A is more concentrated around the middle. Class B has clusters at low and high scores. c) Both means are \(6\) points. d) The mean does not show the spread or shape of a distribution.
5351216
During a soccer season, a team played \(20\) games. The bar graph shows how often the team scored each number of goals. a) Find the mean number of goals per game. b) In how many games was the number of goals within \(0.5\) of the mean?
Figure for problem 535121

Hints

- Use each goal total and its frequency to find the total number of goals. - Divide the total goals by the number of games. - Which whole-number goal totals are no more than \(0.5\) away from the mean?

Solution

1. The graph shows \(4\) games with \(0\) goals, \(7\) with \(1\), \(5\) with \(2\), \(3\) with \(3\), and \(1\) with \(4\). 2. The total number of goals is \((0 \times 4) + (1 \times 7) + (2 \times 5) + (3 \times 3) + (4 \times 1) = 30\). 3. The mean is \(30 \div 20 = 1.5\) goals per game. 4. Values within \(0.5\) of \(1.5\) are from \(1.0\) through \(2.0\). The whole-number goal counts in that interval are \(1\) and \(2\), which occurred in \(7 + 5 = 12\) games.

Answer

a) \(1.5\) goals per game b) \(12\) games
5351246
In physical education, a class measured each student's softball throw distance. The bar graph shows the results. a) How many students are in the class? b) Find the mean throw distance. c) Suppose every student improves by exactly \(3\,\text{m}\) next year. How will the mean change? Explain.
Figure for problem 535124

Hints

- Add the bar heights to find the number of students. - Count each throw distance as many times as its bar height indicates. - Think about what happens to an average when every value increases by the same amount.

Solution

1. Add the frequencies: \(2+6+9+5+3=25\) students. 2. The total distance is \((10\times2)+(15\times6)+(20\times9)+(25\times5)+(30\times3)=505\,\text{m}\). 3. The mean is \(505\div25=20.2\,\text{m}\). 4. Adding \(3\,\text{m}\) to every data value adds \(3\,\text{m}\) to the mean, so the new mean is \(23.2\,\text{m}\).

Answer

a) \(25\) students b) \(20.2\,\text{m}\) c) The mean increases by \(3\,\text{m}\), to \(23.2\,\text{m}\).
5351256
Two classes received rubric scores from \(1\) to \(6\), where \(6\) is the highest score. Their results are described below. - Class A: The distribution is compact. Most students earned middle scores of \(3\) or \(4\). Scores at the extremes, \(1\) and \(6\), were rare. - Class B: The distribution is split into two large groups. Many students earned a low score of \(2\), and many earned a high score of \(5\). Few students earned middle scores. Match Classes A and B to Graphs \(1\), \(2\), or \(3\). Explain your choices. Which graph is left over?
Figure for problem 535125

Hints

- Identify where the tallest bars occur in each graph. - A compact distribution has most values near one central region. - A split distribution has two separated peaks and a low middle.

Solution

1. Graph 1 has its tallest bars at scores \(3\) and \(4\), and very small frequencies at \(1\) and \(6\). It matches Class A's compact, middle-centered distribution. 2. Graph 2 has two peaks at scores \(2\) and \(5\), with low frequencies at scores \(3\) and \(4\). It matches Class B's split distribution. 3. Graph 3 is nearly uniform across all six scores, so it does not match either description.

Answer

Class A matches Graph \(1\). Class B matches Graph \(2\). Graph \(3\) is left over.
5351266
Two recreation groups, the Runners and the Climbers, compare the ages of their members. Graph a) shows the Runners, and graph b) shows the Climbers. a) Find the mean age for each group. b) Explain why the mean alone does not fully describe the groups. Focus especially on the Climbers.
Figure for problem 535126

Hints

- Multiply each age by its frequency before adding. - Check whether actual ages are close to the mean. - Compare whether each distribution is concentrated or spread into separate groups. - Two data sets can have the same mean but very different shapes.

Solution

1. The Runners have \(2 + 4 + 4 + 2 = 12\) members. Their total age is \(2 \times 10 + 4 \times 11 + 4 \times 12 + 2 \times 13 = 138\) years, so their mean age is \(138 \div 12 = 11.5\) years. 2. The Climbers have \(6 + 6 = 12\) members. Their total age is \(6 \times 6 + 6 \times 17 = 138\) years, so their mean age is also \(11.5\) years. 3. The Runners' ages are clustered from \(10\) to \(13\) years, close to the mean. The Climbers are split into two groups, age \(6\) and age \(17\), and no member is near the mean. Therefore, equal means can describe very different distributions.

Answer

a) Both groups have a mean age of \(11.5\) years. b) The mean does not show how the ages are distributed. The Runners are clustered near the mean, while the Climbers are split between ages \(6\) and \(17\), with no member near \(11.5\).
5351286
Two classes received rubric scores from \(1\) to \(6\), where \(6\) is the highest score. Their score distributions are shown in the bar graphs. a) How many students participated in each class? b) Scores of \(5\) or \(6\) are considered strong. Which class had more strong scores? Give the count for each class. c) Find the range of scores for each class. Which range is greater, and what does that indicate about the distributions?
Figure for problem 535128

Hints

- Add all bar heights for each class. - Add the frequencies at scores \(5\) and \(6\). - A score with frequency \(0\) is not part of the data set. - The range is the greatest occurring score minus the least occurring score.

Solution

1. Class A has \(2 + 3 + 5 + 7 + 9 + 4 = 30\) students. Class B has \(0 + 2 + 8 + 12 + 6 + 2 = 30\) students. 2. Class A has \(9 + 4 = 13\) scores of \(5\) or \(6\). Class B has \(6 + 2 = 8\). Class A has more strong scores. 3. Class A has scores from \(1\) through \(6\), so its range is \(6 - 1 = 5\). Class B has scores from \(2\) through \(6\), so its range is \(6 - 2 = 4\). Class A has the greater range, indicating that its scores are spread across a wider interval.

Answer

a) Each class has \(30\) students. b) Class A: \(13\); Class B: \(8\). Class A has more strong scores. c) Class A: \(5\); Class B: \(4\). Class A has the greater range.
5351306
A coach recorded how many extra practice sessions each athlete completes per week outside regular team practice. The bar graph shows the results. a) How many athletes were surveyed? b) Find the mean number of extra practice sessions per week. c) How many athletes practice more often than the group mean?
Figure for problem 535130

Hints

- Add the bar heights to find the total number surveyed. - Use each number of sessions and its frequency to find the total number of sessions. - After finding the mean, identify the bars whose values are greater than it.

Solution

1. Add the frequencies: \(1 + 4 + 7 + 5 + 4 + 2 + 2 = 25\) athletes. 2. The total number of extra sessions is \((0 \times 1) + (1 \times 4) + (2 \times 7) + (3 \times 5) + (4 \times 4) + (5 \times 2) + (6 \times 2) = 71\). 3. The mean is \(71 \div 25 = 2.84\) sessions per week. 4. Values greater than \(2.84\) are \(3, 4, 5,\) and \(6\). Their frequencies total \(5 + 4 + 2 + 2 = 13\).

Answer

a) \(25\) athletes b) \(2.84\) extra practice sessions per week c) \(13\) athletes
5351356
A class survey asked students how many minutes per day they spend using a smartphone. The bar graph shows the results. a) How many students participated? b) Which daily usage time was reported most often? c) Find the mean daily usage time per student.
Figure for problem 535135

Hints

- Add the bar heights to find the total number of students. - The most frequently reported time corresponds to the tallest bar. - Multiply each time by its frequency to find the total number of minutes. - Divide the total by the number of students.

Solution

1. Add the frequencies: \(4 + 7 + 10 + 6 + 3 = 30\) students. 2. The tallest bar is at \(90\) minutes, with a frequency of \(10\), so the mode is \(90\) minutes. 3. The total usage time is \((4 \times 30) + (7 \times 60) + (10 \times 90) + (6 \times 120) + (3 \times 150) = 2610\) minutes. 4. The mean is \(2610 \div 30 = 87\) minutes.

Answer

a) \(30\) students b) \(90\) minutes c) \(87\) minutes
5387556
The times spent at eleven stations on a nature trail were \(3, 5, 7, 8, 9, 12, 13, 15, 18, 21, 24\) minutes. Find \(Q_1\), the median, \(Q_3\), and the range. Exclude the median when forming the lower and upper halves.

Hints

- Locate the middle value of the complete data set. - Divide the remaining values into two equal halves. - Use only the minimum and maximum to find the range.

Solution

1. The data are already ordered. The sixth value is the median, \(12\) minutes. 2. The lower half is \(3, 5, 7, 8, 9\), so \(Q_1 = 7\) minutes. 3. The upper half is \(13, 15, 18, 21, 24\), so \(Q_3 = 18\) minutes. 4. The range is \(24 - 3 = 21\) minutes.

Answer

\(Q_1 = 7\) minutes, median \(12\) minutes, \(Q_3 = 18\) minutes, and range \(21\) minutes.
5387596
The ordered data set is \(2,4,5,7,8,10,12,13,16\). Exclude the median when forming the lower and upper halves. Which summary is correct? A: \(Q_1=4.5\), median \(8\), \(Q_3=12.5\), range \(14\) B: \(Q_1=4\), median \(8\), \(Q_3=13\), range \(14\) C: \(Q_1=5\), median \(8\), \(Q_3=12\), range \(14\)

Hints

- The choices deliberately agree on the median and range, so compute both quartiles. - Each half contains four values and therefore has two middle values. - Compare your two quartiles with all three choices.

Solution

1. All three choices use the same median and range, so those values cannot distinguish the choices. 2. The lower half is \(2,4,5,7\), so \(Q_1=(4+5)\div2=4.5\). 3. The upper half is \(10,12,13,16\), so \(Q_3=(12+13)\div2=12.5\). 4. Therefore Summary A is correct.

Answer

Summary A is correct.
5387666
The bar graph shows how many times groups needed to ask for help at an experiment station. Find \(Q_1\), the median, and \(Q_3\).
Figure for problem 538766

Hints

- The bar heights are frequencies. - Identify the relevant positions in the ordered data. - Use cumulative frequencies instead of writing every value.

Solution

1. The frequencies total \(2 + 4 + 8 + 6 + 4 = 24\) values. 2. For the lower half, positions \(6\) and \(7\) are \(1\) and \(2\), so \(Q_1 = (1 + 2) \div 2 = 1.5\). 3. Positions \(12\) and \(13\) are both \(2\), so the median is \(2\). 4. For the upper half, positions \(18\) and \(19\) are both \(3\), so \(Q_3 = 3\).

Answer

\(Q_1 = 1.5\), median \(2\), and \(Q_3 = 3\).
5387676
The graph shows the number of artifacts found on nine excavation days. Find the median and the range.
Figure for problem 538767

Hints

- Read all nine points from the graph. - Order the values to find the median. - Use the minimum and maximum to find the range.

Solution

1. The values are \(18, 22, 20, 25, 19, 24, 21, 23, 26\). 2. In order, they are \(18, 19, 20, 21, 22, 23, 24, 25, 26\). 3. The median is the fifth value, \(22\). 4. The range is \(26 - 18 = 8\).

Answer

The median is \(22\) artifacts, and the range is \(8\) artifacts.
5387696
The ordered data set is \(4, 6, 7, 8, 9, 11, 12, 14, 15, 18, 20, 24\). Find \(Q_1\), the median, \(Q_3\), and the range.

Hints

- Divide the even number of values into two equal halves. - Each half also has two middle values. - Use the minimum and maximum for the range.

Solution

1. The median is \((11 + 12) \div 2 = 11.5\). 2. The lower half is \(4, 6, 7, 8, 9, 11\), so \(Q_1 = (7 + 8) \div 2 = 7.5\). 3. The upper half is \(12, 14, 15, 18, 20, 24\), so \(Q_3 = (15 + 18) \div 2 = 16.5\). 4. The range is \(24 - 4 = 20\).

Answer

\(Q_1 = 7.5\), median \(11.5\), \(Q_3 = 16.5\), and range \(20\).
5387916
The graph shows weekly visits to a new community teen center. The mean for all eight weeks is \(135\) visits. Is \(135\) a good prediction for week \(9\)? Explain.
Figure for problem 538791

Hints

- Consider the order of the values, not only their mean. - Look for a trend over time. - A summary of past values is not automatically a forecast.

Solution

1. The number of visits increases steadily from \(100\) in week \(1\) to \(170\) in week \(8\). 2. The mean of \(135\) describes the center of all eight previous values. 3. It does not account for the clear upward trend. 4. Therefore, \(135\) is not a good prediction for week \(9\); a value above \(170\) better follows the pattern.

Answer

No. The upward trend means that \(135\) visits would likely underestimate week \(9\).
5387926
A workshop changed its process after day \(4\). Across all eight days, the mean was \(14\) packages processed per day. Decide whether this mean describes the old process or the new process well.
Figure for problem 538792

Hints

- Look for a point where the level changes sharply. - Compare the overall mean with each phase. - Consider whether separate summaries would preserve more information.

Solution

1. On days \(1\) through \(4\), the workshop processed from \(7\) to \(9\) packages per day. 2. On days \(5\) through \(8\), it processed from \(19\) to \(21\) packages per day. 3. The overall mean of \(14\) lies between the two phases and did not occur on any day. 4. It does not describe either process well. Separate means for the two phases would be more informative.

Answer

The overall mean does not describe either phase well. The old and new processes should be summarized separately.
5387936
The bar graph shows the star ratings given by 24 audience members for a new play. Decide whether a mean of \(3\) stars describes the audience reactions well. Explain your reasoning.
Figure for problem 538793

Hints

- Read the frequencies of the ratings that occur. - Compare the mean with the actual data values. - Consider whether the ratings cluster near the mean or at the extremes.

Solution

1. There are \(12\) one-star ratings and \(12\) five-star ratings. 2. The mean is \((12 \times 1 + 12 \times 5) \div 24 = 3\). 3. However, no audience member gave a rating of \(2\), \(3\), or \(4\) stars. 4. The mean hides the complete split between the two extremes, so the mean alone does not describe the distribution well.

Answer

The mean of \(3\) stars is mathematically correct, but it does not describe the polarized reactions well. The two clusters at \(1\) star and \(5\) stars should also be reported.
5388016
A measurement produces the values \(18, 19, 20, 20, 21, 22, 48\). A student removes \(48\) because the mean then drops from \(24\) to \(20\) and “looks better.” Evaluate this decision.

Hints

- An unusual value can be genuine or erroneous. - Look for a factual reason, not a preferred result. - Data should not be altered only to make a statistic look better.

Solution

1. The value \(48\) is far from the other values and strongly affects the mean. 2. However, being unusual does not prove that a value is a measurement error. 3. The value should be removed only for a valid reason, such as a documented error in measurement or recording. 4. Without such evidence, the value and its effect on the results must be reported.

Answer

Removing \(48\) is not justified without evidence of an error. The outlier and its effect on the mean should be reported transparently.
5388046
Temperatures were measured in the morning and afternoon on three days. <table> <tr><th>Day</th><th>\(1\)</th><th>\(2\)</th><th>\(3\)</th></tr> <tr><td>Morning</td><td>\(4\,^\circ\text{C}\)</td><td>\(5\,^\circ\text{C}\)</td><td>\(3\,^\circ\text{C}\)</td></tr> <tr><td>Afternoon</td><td>\(18\,^\circ\text{C}\)</td><td>\(19\,^\circ\text{C}\)</td><td>\(17\,^\circ\text{C}\)</td></tr> </table> The mean of all six measurements is \(11\,^\circ\text{C}\). Why does this value describe neither a typical morning nor a typical afternoon?

Hints

- Group the values by the situation in which they were measured. - Look for two clearly separated clusters. - An overall mean can hide differences between groups.

Solution

1. The morning values \(4, 5, 3\) have a mean of \(4\,^\circ\text{C}\). 2. The afternoon values \(18, 19, 17\) have a mean of \(18\,^\circ\text{C}\). 3. The overall mean of \(11\,^\circ\text{C}\) lies between two clearly separated time-of-day groups. 4. Separate means for morning and afternoon are more informative.

Answer

The mean of \(11\,^\circ\text{C}\) combines two different time-of-day groups. The separate means, \(4\,^\circ\text{C}\) in the morning and \(18\,^\circ\text{C}\) in the afternoon, are more useful.
5388086
Two art studios recorded how long students took to complete the same printmaking technique. a) Compare the typical times using the medians. b) Compare the variability using the lengths of the boxes. c) Explain why Studio North has a greater mean even though it has the smaller median.
Figure for problem 538808

Hints

- Read the median, box edges, mean markers, and outlier separately. - Use the specific measure requested in each part. - Consider how one unusually large value affects the mean.

Solution

1. Studio North has a median of \(4\) minutes, and Studio South has a median of \(5\) minutes. Studio North is typically faster according to the median. 2. Studio North's box has length \(6 - 3 = 3\) minutes. Studio South's box also has length \(6 - 3 = 3\) minutes. Their middle \(50\%\) have equal variability according to the IQR. 3. Studio North has a high outlier at \(14\) minutes. This value raises North's mean to \(5\) minutes, which is greater than South's mean of \(4.5\) minutes.

Answer

a) Studio North is typically faster: median \(4\) minutes versus \(5\) minutes for Studio South. b) Both IQRs are \(3\) minutes. c) North's \(14\)-minute outlier raises its mean to \(5\) minutes, above South's mean of \(4.5\) minutes.
5388096
Observers counted the number of different bird species seen on two nature routes over seven days. <table> <tr><th>Route</th><th>Bird species observed</th></tr> <tr><td>A</td><td>\(14, 16, 17, 18, 19, 20, 22\)</td></tr> <tr><td>B</td><td>\(10, 15, 17, 18, 19, 23, 31\)</td></tr> </table> a) Compare the mean and median for the two routes. b) Which route has more consistent daily counts? Justify your answer using the range.

Hints

- Calculate each measure separately for each route. - Equal medians do not require equal means. - A smaller range indicates more consistent values.

Solution

1. Route A has a sum of \(126\), so its mean is \(126 \div 7 = 18\). Its median is \(18\), and its range is \(22 - 14 = 8\). 2. Route B has a sum of \(133\), so its mean is \(133 \div 7 = 19\). Its median is \(18\), and its range is \(31 - 10 = 21\). 3. The routes have the same median, but Route B has the greater mean. 4. Route A has more consistent daily counts because its range is smaller.

Answer

a) Route A: mean \(18\), median \(18\); Route B: mean \(19\), median \(18\) b) Route A, because its range is \(8\), compared with \(21\) for Route B.
5388106
The bar graphs show how many hints teams needed in two escape rooms: A) Blue Room and B) Orange Room. Compare the two data sets. Discuss the mean, median, and distribution shape.
Figure for problem 538810

Hints

- Treat each bar height as a frequency. - Compare the measures of center first, then compare the shapes. - Notice how strongly each distribution is concentrated near the middle.

Solution

1. The Blue Room data include \(26\) teams and a total of \(0 \times 2 + 1 \times 6 + 2 \times 10 + 3 \times 6 + 4 \times 2 = 52\) hints. The mean is \(52 \div 26 = 2\) hints, and the median is \(2\) hints. 2. The Orange Room data also include \(26\) teams and a total of \(0 \times 5 + 1 \times 5 + 2 \times 6 + 3 \times 5 + 4 \times 5 = 52\) hints. The mean is \(2\) hints, and the median is \(2\) hints. 3. Although both rooms have the same mean and median, their distributions differ. Blue Room values are strongly concentrated at \(2\), while Orange Room values are spread more evenly from \(0\) through \(4\).

Answer

Both data sets have a mean and median of \(2\) hints. The Blue Room distribution is strongly concentrated at \(2\), while the Orange Room distribution is spread more evenly from \(0\) to \(4\).
5388116
The graph shows the number of errors made by two teams over eight trials. a) Compare the mean and median for the teams. b) Which team performs more consistently? c) What additional pattern is visible for Team Purple?
Figure for problem 538811

Hints

- Read all eight values for each team. - Equal measures of center do not imply equal consistency. - Because the data are ordered by trial, also look for a trend over time.

Solution

1. Team Green's values have a sum of \(64\), so the mean is \(64 \div 8 = 8\) errors. Its median is \((8 + 8) \div 2 = 8\), and its range is \(10 - 6 = 4\). 2. Team Purple's values also have a sum of \(64\), so its mean is \(8\) errors. Its median is \((7 + 9) \div 2 = 8\), and its range is \(15 - 1 = 14\). 3. The teams have equal means and medians, but Team Green is more consistent because its range is much smaller. 4. Team Purple's errors increase by \(2\) in every successive trial. The measures of center do not show this time trend.

Answer

a) Both teams have a mean and median of \(8\) errors. b) Team Green, with a range of \(4\) rather than \(14\) c) Team Purple's errors increase steadily by \(2\) per trial.
5388126
An event advertises, “The average wait time is under \(4\) minutes.” In fact, \(18\) people waited \(2\) minutes each, and \(2\) people waited \(20\) minutes each. Evaluate the advertisement.

Hints

- Verify the advertised calculation first. - Identify experiences that the mean does not show. - A true statement about an average can still be incomplete.

Solution

1. The mean wait time is \((18 \times 2 + 2 \times 20) \div 20 = 3.8\) minutes. 2. The statement “under \(4\) minutes” is mathematically correct. 3. However, two people waited \(20\) minutes each, and this experience is hidden by the mean. 4. The median is \(2\) minutes, but it also does not show the long waits. The distribution or the percent of long waits should be reported as well.

Answer

The advertisement is mathematically true because the mean is \(3.8\) minutes, but it is incomplete: \(10\%\) of the people waited \(20\) minutes.
5414626
Eight puzzle stations required \(2,3,4,5,6,7,8,9\) hints to complete. Summarize the distribution in context. State the number of observations and the measured attribute with units. Describe the shape, gaps, and outliers. Report a measure of center and a matching measure of variability, and justify why they are appropriate.

Hints

- Begin with how many observations were collected and what each value measures. - Describe the overall pattern before choosing numerical summaries. - For a symmetric distribution without outliers, consider a mean-based center-and-spread pair.

Solution

1. There are \(8\) observations. The attribute is the number of hints required per puzzle station, measured in hints. 2. The values occur once each at consecutive integers from \(2\) through \(9\), so the distribution is flat and symmetric. 3. The mean and median are both \(5.5\) hints. 4. The absolute distances from the mean total \(16\), so the mean absolute deviation is \(16\div8=2\) hints. 5. There are no gaps and no outliers; the endpoints continue the even pattern. 6. Because the distribution is symmetric and has no outliers, the mean and mean absolute deviation are appropriate measures of center and variability.

Answer

The data contain \(8\) observations of hints required per puzzle station. The distribution is flat and symmetric from \(2\) to \(9\) hints, with no gaps or outliers. Its mean is \(5.5\) hints and its mean absolute deviation is \(2\) hints. The mean and mean absolute deviation are appropriate because the distribution is symmetric and has no outliers.
5543706
Five students needed \(2,4,6,8,10\) minutes to solve a puzzle. Summarize the distribution in context. State the number of observations and units, describe the shape, find the mean and mean absolute deviation, and interpret the MAD.

Hints

- Include context, number of observations, and units before computing statistics. - Check whether values are arranged similarly on both sides of a center. - Interpret MAD as an average distance from the mean, not as the full range.

Solution

1. There are \(5\) puzzle-solving times measured in minutes. 2. The values are evenly spaced and symmetric around \(6\) minutes, with no separated observation. 3. The mean is \((2+4+6+8+10)\div5=30\div5=6\) minutes. 4. The distances from the mean are \(4,2,0,2,4\) minutes. 5. The MAD is \((4+2+0+2+4)\div5=12\div5=2.4\) minutes. 6. A student's solving time was an average distance of \(2.4\) minutes from the mean solving time of \(6\) minutes.

Answer

There are \(5\) solving times, measured in minutes. The distribution is symmetric and evenly spread around \(6\) minutes with no separated value. The mean is \(6\) minutes and the MAD is \(2.4\) minutes, meaning the times are an average distance of \(2.4\) minutes from the mean.
5543716
The same \(12\) measurements are shown in two different summaries. Histogram frequencies: <table><tr><td>Interval</td><td>\(0\) to less than \(5\)</td><td>\(5\) to less than \(10\)</td><td>\(10\) to less than \(15\)</td><td>\(15\) to less than \(20\)</td></tr><tr><td>Frequency</td><td>\(3\)</td><td>\(5\)</td><td>\(0\)</td><td>\(4\)</td></tr></table> Box-plot five-number summary: \(2,4.5,7.5,15.5,18\). What important feature is obvious in the histogram but not the box plot? What information is easier to read from the box plot? Name one detail that neither summary determines exactly.

Hints

- Look for an interval with zero frequency in the histogram. - Identify which five numerical landmarks a box plot is built to display. - Ask whether either summary lists every observation separately.

Solution

1. The histogram has frequency \(0\) from \(10\) to less than \(15\), so it clearly shows a gap separating lower and higher groups of observations. 2. The box plot gives the median \(7.5\), quartiles \(4.5\) and \(15.5\), and the extreme values \(2\) and \(18\) directly, so center and quartile spread are easier to read there. 3. Neither summary determines every exact raw data value; many different data sets can share those summaries.

Answer

The histogram makes the gap from \(10\) to less than \(15\) obvious. The box plot makes the median, quartiles, and overall range easier to read. Neither representation determines every exact individual data value.
5543786
A class recorded these \(12\) exact measurements: \(2,2,3,4,4,5,5,5,9,10,10,11\). The audience needs to see every exact observed value, repeated values, and any gap. Choose the better display for that goal: a dot plot, a histogram using \(3\)-unit intervals, or a box plot. Justify your choice. Give the stack height at every observed value so the chosen display can be constructed, then summarize the distribution with its median and its visible gap.

Hints

- Match the communication goal to what each representation preserves or groups. - Tally repeated values directly from the raw list for the construction data. - After ordering the \(12\) values, use the two middle positions for the median and look for consecutive missing values.

Solution

1. A dot plot is the best choice because it preserves each exact observed value and shows repeated values directly. A \(3\)-unit histogram groups exact values, and a box plot compresses them into five landmarks. 2. The dot-stack heights are: \(2\) has \(2\) dots; \(3\) has \(1\); \(4\) has \(2\); \(5\) has \(3\); \(9\) has \(1\); \(10\) has \(2\); \(11\) has \(1\). 3. With \(12\) observations, the median is the average of the sixth and seventh values. Both are \(5\), so the median is \(5\). 4. There are no observations at \(6,7,8\), creating a visible gap between the lower group through \(5\) and the upper group beginning at \(9\).

Answer

Best display: dot plot, because it preserves exact values and repeats. Stack heights: value \(2\): \(2\) dots; \(3\): \(1\); \(4\): \(2\); \(5\): \(3\); \(9\): \(1\); \(10\): \(2\); \(11\): \(1\). Median: \(5\). Visible gap: no observations at \(6,7,8\).
5387606
The ordered data set is \(2, 4, x, 8, 10, 12, 15, 18, 21\). Exclude the median when forming the lower and upper halves. The first quartile is \(Q_1 = 5\). Find \(x\).

Hints

- Work only with the lower half of the ordered data set. - The lower half has an even number of values. - Check that your result lies between its neighboring values.

Solution

1. The overall median, \(10\), is excluded when the halves are formed. 2. The lower half is \(2, 4, x, 8\). 3. Its median is \((4 + x) \div 2\). Set \((4 + x) \div 2 = 5\). 4. Then \(4 + x = 10\), so \(x = 6\). 5. The value \(6\) lies between \(4\) and \(8\), so the list remains ordered.

Answer

\(x = 6\)
5387636
Create an ordered data set of exactly nine different whole numbers with minimum \(1\), \(Q_1 = 5\), median \(10\), \(Q_3 = 15\), and maximum \(20\). Exclude the median when forming the lower and upper halves.

Hints

- Fix the positions of the minimum, median, and maximum first. - Each quartile can be the mean of two neighboring values. - More than one data set can satisfy the conditions.

Solution

1. Place the minimum, median, and maximum in positions \(1\), \(5\), and \(9\): \(1\), \(10\), and \(20\). 2. For \(Q_1 = 5\), the second and third values must have a mean of \(5\). Choose \(4\) and \(6\). 3. For \(Q_3 = 15\), the seventh and eighth values must have a mean of \(15\). Choose \(14\) and \(16\). 4. Choose \(8\) and \(12\) for the remaining positions. One valid data set is \(1, 4, 6, 8, 10, 12, 14, 16, 20\).

Answer

One possible data set is \(1, 4, 6, 8, 10, 12, 14, 16, 20\).
5387736
A box plot has \(Q_1 = 5\), median \(9\), \(Q_3 = 13\), and range \(16\). Which data sets could produce this box plot? Exclude the median when forming the lower and upper halves. <table> <tr><th>Data set</th><th>Values</th></tr> <tr><td>A</td><td>\(1, 3, 5, 7, 9, 11, 13, 15, 17\)</td></tr> <tr><td>B</td><td>\(1, 5, 5, 7, 9, 11, 13, 13, 17\)</td></tr> <tr><td>C</td><td>\(1, 3, 7, 7, 9, 11, 11, 15, 17\)</td></tr> </table>

Hints

- Find the four given statistics for each data set. - A box plot does not show every individual data value. - More than one data set can have the same five-number summary.

Solution

1. Data set A has \(Q_1 = (3 + 5) \div 2 = 4\) and \(Q_3 = (13 + 15) \div 2 = 14\), so it does not match. 2. Data set B has \(Q_1 = 5\), median \(9\), \(Q_3 = 13\), and range \(17 - 1 = 16\). 3. Data set C also has \(Q_1 = 5\), median \(9\), \(Q_3 = 13\), and range \(16\). 4. Therefore, both B and C could produce the given box plot.

Answer

Data sets B and C both match. A box plot does not determine every value in the original data set.
5413066
Eleven volunteers needed these numbers of minutes to label a set of archive boxes: \(2,15,16,17,18,18,19,20,20,21,22\). For this eleven-value data set, exclude the overall median before finding \(Q_1\) and \(Q_3\). Summarize the distribution in context. Include the median, interquartile range, shape, any striking deviation or outlier, and the better pair of measures for describing center and variability.

Hints

- Use the quartile convention stated in the problem. - Compare the main group of observations with any separated value. - Decide which measures are less affected by a distant value. - State the pattern using the time unit and volunteer context.

Solution

1. There are \(11\) labeling times measured in minutes. 2. The median is the sixth value, \(18\) minutes. 3. The lower-half median is \(Q_1=16\) minutes, and the upper-half median is \(Q_3=20\) minutes. 4. The interquartile range is \(20-16=4\) minutes. 5. Most times lie from \(15\) to \(22\) minutes, while \(2\) minutes is a clear low outlier, so the distribution has a long left tail. 6. The median and interquartile range are the better pair because the low outlier would pull the mean downward and increase a mean-based measure of spread.

Answer

The distribution has \(11\) volunteer labeling times measured in minutes. Its median is \(18\) minutes and its interquartile range is \(4\) minutes. Most values are between \(15\) and \(22\) minutes, with a low outlier at \(2\) minutes, so the distribution has a long left tail. The median and interquartile range are the better summaries.
5414706
Twelve cave-tour group sizes were \(8,9,9,10,10,10,11,11,12,12,13,25\). Summarize the distribution in context. State the number of observations and the measured attribute with units. Describe the overall pattern and any gaps or outliers. Report a suitable measure of center and matching measure of variability, and justify the choice.

Hints

- Begin with the number of observations and what each value measures. - Identify the main cluster, any gaps, and any value separated from the rest. - For a skewed distribution with an outlier, choose resistant measures of center and variability.

Solution

1. There are \(12\) observations. The attribute is cave-tour group size, measured in visitors. 2. Most group sizes are clustered from \(8\) through \(13\) visitors, with no gaps in that interval. The value \(25\) is a high outlier and creates a long right tail. 3. The median is \((10+11)\div2=10.5\) visitors. 4. The first quartile is \((9+10)\div2=9.5\), and the third quartile is \((12+12)\div2=12\), so the interquartile range is \(12-9.5=2.5\) visitors. 5. The mean is \(\frac{140}{12}\approx11.67\) visitors, which is above the median because the high outlier pulls it upward. 6. The median and interquartile range are appropriate because they are resistant to the outlier and right skew.

Answer

The distribution contains \(12\) cave-tour group sizes, measured in visitors. Most values cluster from \(8\) through \(13\) visitors with no gaps there, while \(25\) is a high outlier that makes the distribution right-skewed. The median is \(10.5\) visitors and the interquartile range is \(2.5\) visitors. These measures are appropriate because they are resistant to the outlier.
5414796
Eleven balance-test scores were \(1,3,4,4,5,5,5,6,6,7,9\). Summarize the distribution in context. State the number of observations and the measured attribute with units. Describe the overall pattern, gaps, and extreme or unusual values. Report a suitable measure of center and matching measure of variability, and justify the choice.

Hints

- Begin with the sample size and what each score measures. - Compare frequencies at equal distances from the center, then check for missing values inside the range. - Choose a center-and-spread pair that matches the distribution’s symmetry and balanced extremes.

Solution

1. There are \(11\) observations. The attribute is balance-test score, measured in points. 2. Matching scores the same distance below and above \(5\) have matching frequencies, so the distribution is symmetric and mound-shaped around \(5\). 3. The mean and median are both \(5\) points. 4. The absolute distances from \(5\) total \(16\), so the mean absolute deviation is \(\frac{16}{11}\approx1.45\) points. 5. There are gaps at \(2\) and \(8\). The extreme scores \(1\) and \(9\) occur symmetrically, so neither creates one-sided skew; together they make the range \(8\) points. 6. The mean and mean absolute deviation are appropriate because the distribution is symmetric and its extreme values are balanced on both sides.

Answer

The data contain \(11\) balance-test scores, measured in points. The distribution is symmetric and mound-shaped around \(5\) points, with gaps at \(2\) and \(8\). Its mean is \(5\) points and its mean absolute deviation is \(\frac{16}{11}\approx1.45\) points. The extreme scores \(1\) and \(9\) are balanced on opposite sides and widen the range to \(8\) without creating skew. The mean and mean absolute deviation are appropriate because of this symmetry.
5414916
A wildlife center recorded the number of rescue calls on ten days: \(3,4,4,5,5,6,6,7,9,12\). A student says only, “A typical day had about \(6\) calls.” Evaluate the statement and write a full contextual summary. State the number of observations and the measured attribute with units. Describe the overall pattern, gaps, and any striking deviation or outlier. Report a suitable center and matching measure of variability, and justify the choice.

Hints

- Begin with how many days were observed and what each value measures. - Look for empty values or a separated observation in the ordered data. - Match a resistant measure of center with a resistant measure of variability when the distribution has a long tail.

Solution

1. There are \(10\) observations. The attribute is the number of rescue calls per day, measured in calls. 2. The median is \((5+6)\div2=5.5\) calls, and the mean is \(61\div10=6.1\) calls, so “about \(6\)” is a reasonable but incomplete center statement. 3. The first quartile is \(Q_1=4\), and the third quartile is \(Q_3=7\), so the interquartile range is \(7-4=3\) calls. 4. Most days had \(3\) through \(7\) calls. There is a gap at \(8\), another gap from \(10\) through \(11\), and \(12\) is a separated high value, giving the distribution a right tail. 5. The median and interquartile range are appropriate because they are resistant to the separated high value and right-skewed shape.

Answer

The data contain \(10\) daily rescue-call counts, measured in calls. Most days had \(3\) through \(7\) calls, with gaps at \(8,10,11\); \(12\) calls is a separated high value, so the distribution has a right tail. The median is \(5.5\) calls and the interquartile range is \(3\) calls. These measures are appropriate because they are resistant to the high value. The statement “about \(6\) calls” gives a reasonable center but omits variability and shape.
5414966
Two sets of practice-lap counts are Set A: \(2,3,4,5,5,5,6,7,8\) Set B: \(3,3,4,4,5,5,6,7,20\). For each nine-value data set, exclude the overall median before finding \(Q_1\) and \(Q_3\). Compare the distributions in context. State the number of observations and the measured attribute with units. Describe each distribution's shape, gaps, and any striking deviation or outlier. Compare suitable measures of center and variability, and explain what the shared median and interquartile range fail to show.

Hints

- Use the stated quartile convention before comparing the middle halves. - Inspect the full ordered values for gaps and separated observations. - Use measures that fit the shape instead of relying on the same pair for every distribution.

Solution

1. Each set contains \(9\) observations of practice laps completed, measured in laps. 2. Both sets have median \(5\). In both sets, \(Q_1=(3+4)\div2=3.5\) and \(Q_3=(6+7)\div2=6.5\), so both interquartile ranges are \(3\). 3. Set A is symmetric around \(5\), has no gaps from \(2\) through \(8\), and has no separated value. Its mean is \(5\), and its mean absolute deviation is \(12\div9=\frac{4}{3}\) laps. 4. Set B has a long right tail, a gap from \(8\) through \(19\), and a clearly separated high value at \(20\). 5. Set B's median \(5\) and interquartile range \(3\) are appropriate because they resist that high value. Its range is \(20-3=17\), compared with Set A's range \(8-2=6\). 6. The shared median and interquartile range describe the same center and middle-half spread but hide the very different tail shape, gap, separated value, and full range.

Answer

Each distribution contains \(9\) practice-lap counts, measured in laps. Both have median \(5\) and interquartile range \(3\). Set A is symmetric with no gaps from \(2\) through \(8\); its mean is \(5\), its mean absolute deviation is \(\frac{4}{3}\) laps, and its range is \(6\). Set B has a long right tail, a gap from \(8\) through \(19\), and a separated high value at \(20\); its range is \(17\). The shared median and interquartile range do not reveal those differences in tail shape and overall spread.
5415056
Ten students recorded these one-way commute times to an event, in minutes: \(5,5,6,6,7,18,18,19,19,20\) Summarize the distribution in context. State the number of observations and the measured attribute with units. Give the median, interquartile range, and range. Describe the overall shape, gaps, and unusual features, and explain why one center-and-spread pair gives an incomplete description.

Hints

- Begin with sample size, attribute, and units. - Locate the quartiles, then inspect whether the resulting center lies where observations actually occur. - When a distribution has separated clusters, report the clusters and gap in addition to numerical summaries.

Solution

1. The data contain \(10\) observations of one-way student commute time, measured in minutes. 2. The median is \((7+18)\div2=12.5\) minutes. 3. The first quartile is \(Q_1=6\), and the third quartile is \(Q_3=19\), so the interquartile range is \(19-6=13\) minutes. 4. The range is \(20-5=15\) minutes. 5. The distribution has two clusters, from \(5\) through \(7\) minutes and from \(18\) through \(20\) minutes, with a gap from \(8\) through \(17\) minutes. There are no isolated outliers beyond the two clusters. 6. The median \(12.5\) lies in the gap, and the interquartile range spans both clusters. Therefore, those numerical summaries are valid but do not represent either cluster well; the two clusters and gap must be reported.

Answer

The data contain \(10\) one-way student commute times, measured in minutes. The median is \(12.5\) minutes, the interquartile range is \(13\) minutes, and the range is \(15\) minutes. The distribution has two clusters, from \(5\) through \(7\) minutes and from \(18\) through \(20\) minutes, separated by a gap from \(8\) through \(17\) minutes, with no isolated outliers. Because the median lies in the gap and the interquartile range spans both clusters, one center-and-spread pair is incomplete without the shape description.
5148176
Create a sorted list of \(11\) numbers with all of these statistics: - The first quartile, \(Q_1\), is \(5\). - The median is \(10\). - The third quartile, \(Q_3\), is \(15\). - The mean is \(20\). Use the convention that, for an odd number of data values, the median is excluded when the data are divided into lower and upper halves. Check your list by calculating its mean.

Hints

- Locate the positions of \(Q_1\), the median, and \(Q_3\) in a list of \(11\) values. - Determine the total needed for a mean of \(20\). - Fill the required positions, then choose remaining values without breaking the order. - Use the last values to reach the required total.

Solution

1. With \(11\) ordered values, the median is the sixth value. The first quartile is the third value, and the third quartile is the ninth value. Therefore, positions \(3\), \(6\), and \(9\) must contain \(5\), \(10\), and \(15\), respectively. 2. A mean of \(20\) requires a total of \(11 \times 20 = 220\). 3. Choose the first nine values as \(5, 5, 5, 10, 10, 10, 15, 15, 15\). Their sum is \(90\), so the final two values must have a sum of \(220 - 90 = 130\). 4. Choosing \(65\) and \(65\) keeps the list sorted. The completed list is \(5, 5, 5, 10, 10, 10, 15, 15, 15, 65, 65\). 5. Its mean is \(220 \div 11 = 20\), and its quartiles and median have the required values.

Answer

One possible list is \(5, 5, 5, 10, 10, 10, 15, 15, 15, 65, 65\). Its mean is \((5 + 5 + 5 + 10 + 10 + 10 + 15 + 15 + 15 + 65 + 65) \div 11 = 220 \div 11 = 20\).
5148196
A survey of \(25\) students found that the median weekly allowance was \(\$20\). A student claims, “The third quartile, \(Q_3\), is \(\$15\).” Use this quartile convention: For an odd number of data values, exclude the median when forming the lower and upper halves. If a half has an even number of values, its median is the mean of its two middle values. a) Explain why the claim is mathematically impossible. b) Describe how the values in the sorted list must be arranged for the median and \(Q_3\) both to equal \(\$20\).

Hints

- Identify the median position in a sorted list of \(25\) values. - Identify the two positions that determine the median of the upper half. - Compare values in later positions with the overall median. - Decide when the mean of two values that are each at least \(\$20\) can equal \(\$20\).

Solution

1. In a sorted list of \(25\) values, the median is the value in position \(13\). Therefore, the value in position \(13\) is \(\$20\). 2. The upper half consists of positions \(14\) through \(25\), so \(Q_3\) is the mean of the values in positions \(19\) and \(20\). 3. Because the list is sorted, the values in positions \(19\) and \(20\) are each at least \(\$20\). Their mean cannot be \(\$15\), so the claim is impossible. 4. For their mean to equal \(\$20\), both values must equal \(\$20\). The sorted order then requires every value from position \(13\) through position \(20\) to equal \(\$20\).

Answer

a) The claim is impossible. The values in positions \(19\) and \(20\), which determine \(Q_3\), cannot be less than the median value of \(\$20\). b) Every value from position \(13\) through position \(20\) must be \(\$20\). Then the median is \(\$20\) and \(Q_3 = (\$20 + \$20) \div 2 = \$20\).
5148206
The ordered data set is \(S = (4, 5, 5, 6, 7, 8, 21)\). For quartiles, exclude the median when forming the lower and upper halves. a) Find the mean and median of \(S\). b) Replace the outlier \(21\) with \(8\). Which measure changes more, the mean or the median? Justify your answer with calculations. c) Start again with the original data set \(S\). Is it possible to change two values so that \(Q_3\) increases while the mean and median stay the same? Justify your answer with an example.

Hints

- Calculate the sum and identify the middle value. - Consider how replacing one very large value affects each measure. - To keep the mean unchanged, increases and decreases must balance. - Find \(Q_3\) as the median of the upper half.

Solution

1. The sum of the original values is \(56\), so the mean is \(56 \div 7 = 8\). The median is the fourth value, \(6\). 2. Replacing \(21\) with \(8\) gives \(4, 5, 5, 6, 7, 8, 8\), with sum \(43\). Its mean is \(43 \div 7 \approx 6.14\), while its median remains \(6\). The mean changes by about \(1.86\); the median does not change. 3. In the original data set, \(Q_3\) is the median of \(7, 8, 21\), so \(Q_3 = 8\). 4. Increase \(8\) to \(10\) and decrease \(21\) to \(19\). The new ordered data set is \(4, 5, 5, 6, 7, 10, 19\). Its sum is still \(56\), its median is still \(6\), and its new third quartile is \(10\).

Answer

a) Mean: \(8\); median: \(6\) b) The mean changes more. It decreases from \(8\) to \(\approx 6.14\), while the median remains \(6\). c) Yes. One example is \(4, 5, 5, 6, 7, 10, 19\). Its mean is \(8\), its median is \(6\), and \(Q_3 = 10\).

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