Interpreting and Comparing Data — Solutions
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Comparing Pairs of Datasets
Pair 1 — Daily steps
- Range: Friend A: 3 | Friend B: 11 ▶ View Solution
- Min/Max: Friend A: min=7, max=10 | Friend B: min=3, max=14 ▶ View Solution
- More consistent: Friend A — range of 3 vs Friend B’s range of 11 ▶ View Solution
- Comparison sentence: Friend A walks consistently 7 000–10 000 steps; Friend B varies widely from 3 000 to 14 000 ▶ View Solution
Pair 2 — Maths scores
- Range: 7A: 37 | 7B: 18 ▶ View Solution
- Lowest score: 7A: 45% | 7B: 60% ▶ View Solution
- More even spread: Class 7B — range of 18 ▶ View Solution
- Comparison: 7B more consistent (60–78%); 7A wider spread including some as low as 45% ▶ View Solution
Pair 3 — Puzzle times
- Range: Adults: 7 min | Teenagers: 11 min ▶ View Solution
- Minimum times: Adults min = 8 min; fastest adult was 6 min faster than fastest teenager ▶ View Solution
- Faster group: Adults — all times (8–15 min) below most teenager times (14–25 min) ▶ View Solution
- Context sentence: Adults consistently faster (8–15 min) compared to teenagers (14–25 min) ▶ View Solution
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Outliers, Shape & Spread
- Outlier in house prices: $890 000 — over $500 000 above the next highest value ▶ View Solution
- Shape of data 12–17: Roughly symmetric and bell-shaped — clusters in the middle, fewer at extremes ▶ View Solution
- Dataset X (range 4) vs Dataset Y (range 30): X is tightly clustered; Y has values spread far apart with much greater variability ▶ View Solution
- Effect of outlier on range: Range increased from 4 to 27 — one extreme value can make range very misleading ▶ View Solution
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Are These Statements Supported by the Data?
Year 7: 3, 5, 4, 7, 2, 6, 5, 8, 4, 5 | Year 8: 6, 8, 7, 9, 5, 8, 10, 7, 6, 9
- “Year 8 reads more”: Supported — Year 8 values (5–10) generally higher than Year 7 (2–8) ▶ View Solution
- “No Year 7 student read more than 8 books”: Supported — maximum in Year 7 is 8 ▶ View Solution
- “Year 7 has wider variety”: Supported — Year 7 range = 6; Year 8 range = 5 ▶ View Solution
- “All Year 8 students read at least 5 books”: Supported — minimum in Year 8 is 5 ▶ View Solution
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Write a Comparison & Draw Conclusions
Player 1: 8, 12, 15, 9, 11, 14, 10, 13, 12, 16 | Player 2: 4, 20, 8, 18, 5, 22, 7, 19, 6, 21
- Range: Player 1: 8 | Player 2: 18 ▶ View Solution
- Min/Max: Player 1: min=8, max=16 | Player 2: min=4, max=22 ▶ View Solution
- Comparison paragraph: Player 1 scores consistently (8–16, range=8); Player 2 varies widely (4–22, range=18) — Player 1 is more reliable ▶ View Solution
- Coach’s choice: Player 1 — range of 8 shows consistency; reliability more valuable than occasional peaks ▶ View Solution
- Limitations: Range only shows extremes; need mean and median; game context unknown ▶ View Solution
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Calculate range from a dataset
- 14, 22, 9, 31, 17, 25 — min = 9, max = 31, range = 22 ▶ View Solution
- 55, 62, 48, 70, 53, 67, 59 — min = 48, max = 70, range = 22 ▶ View Solution
- 3, 3, 3, 7, 7, 7 — min = 3, max = 7, range = 4 ▶ View Solution
- 0, 15, 30, 45, 60 — min = 0, max = 60, range = 60 ▶ View Solution
- 101, 99, 105, 97, 103, 100 — min = 97, max = 105, range = 8 ▶ View Solution
- 8, 8, 8, 8, 8 — min = 8, max = 8, range = 0 (all values identical) ▶ View Solution
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Describe a single dataset
Scores: 45, 52, 67, 71, 48, 55, 63, 70, 58, 49, 68, 72
- Range: 27 ▶ View Solution
- Describe the distribution: Clusters in 45–58 and 63–72; slight gap in mid-range ▶ View Solution
- Any clear outliers?: No — all values within the reasonable range of 45–72 ▶ View Solution
- Overall description: Wide range (27); two performance groups visible at lower 50s and upper 60s ▶ View Solution
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Dot plots and comparison
Team Red: 5, 8, 6, 9, 7, 8, 7, 6, 8, 5 | Team Blue: 2, 11, 4, 13, 3, 12, 5, 10, 6, 14
- Range: Team Red: 4 | Team Blue: 12 ▶ View Solution
- Minimum: Team Red: 5 | Team Blue: 2 ▶ View Solution
- Maximum: Team Red: 9 | Team Blue: 14 ▶ View Solution
- More consistent: Team Red — range of 4 vs Team Blue’s range of 12 ▶ View Solution
- Same total, same performance?: No — same total hides very different consistency; Red scored steadily, Blue wildly ▶ View Solution
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Comparing using a stem-and-leaf plot
- Worker weights in order: A: 12, 15, 18, 21, 24, 27, 29, 33, 36, 45 | B: 13, 16, 19, 20, 22, 25, 28, 31, 34 ▶ View Solution
- Range: Worker A: 33 kg | Worker B: 21 kg ▶ View Solution
- Parcel count: Worker A: 10 | Worker B: 9 ▶ View Solution
- Comparison sentences: A has wider range (12–45 kg) with one outlier at 45 kg; B more evenly spread (13–34 kg) ▶ View Solution
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Real-world data comparison
Week 1: $420, $385, $450, $310, $480 | Week 2: $395, $410, $425, $405, $415
- Range: Week 1: $170 | Week 2: $30 ▶ View Solution
- Min/Max: Week 1: min=$310, max=$480 | Week 2: min=$395, max=$425 ▶ View Solution
- More consistent: Week 2 — range of only $30 vs Week 1’s $170 ▶ View Solution
- $310 as an outlier: $310 is $75 below the next lowest Week 1 value; something unusual likely happened that day ▶ View Solution
- What else is needed to assess improvement?: Mean sales per week; which days correspond to which figures to see the trend ▶ View Solution
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Identify misleading conclusions
Student A: 6, 7, 6, 8, 7 (total=34) | Student B: 4, 10, 5, 9, 6 (total=34)
- Are they equally consistent?: No — same total hides different consistency (A range=2; B range=6) ▶ View Solution
- Is B a better performer because B had the fastest lap?: Not a fair conclusion — one fast lap does not mean overall better performance ▶ View Solution
- Who is more reliable?: Student A — range = 2 vs B’s range = 6 ▶ View Solution
- What does the larger range tell us about B?: Highly variable lap times — sometimes very fast, sometimes very slow ▶ View Solution
- Who would you recommend for a long-distance race?: Student A — consistent pacing (6–8 min) is crucial for distance racing ▶ View Solution