To solve this problem, we need to assess each dataset based on the summary provided by Kris:
- Mean of 2: This means that the average of the values in the dataset must be 2.
- Spread of 3: This likely refers to the range of the dataset, which means the difference between the highest and lowest values should be 3.
- Shape is skewed: This suggests that the data distribution is not symmetrical; it either has a longer tail on one side (skewed right or left).
Now, let's analyze each option provided:
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First option:
- Values: 2 (3 times), 3 (3 times), 4 (1 time), 5 (1 time)
- Calculation of the mean: (23 + 33 + 41 + 51)/8 = (6 + 9 + 4 + 5)/8 = 24/8 = 3 (not 2)
- Not a match.
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Second option:
- Values: 1 (1 time), 2 (3 times), 3 (4 times), 4 (3 times), 5 (1 time)
- Mean Calculation: (11 + 23 + 34 + 43 + 5*1)/12 = (1 + 6 + 12 + 12 + 5)/12 = 36/12 = 3 (not 2)
- Not a match.
-
Third option:
- Values: 1 (4 times), 2 (2 times), 3 (1 time), 5 (1 time)
- Mean Calculation: (14 + 22 + 31 + 00 + 5*1)/8 = (4 + 4 + 3 + 0 + 5)/8 = 16/8 = 2 (Correct)
- Range: 5 - 1 = 4 (not 3)
- While it has the correct mean, the range does not match.
- Not a match.
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Fourth option:
- Values: 1 (3 times), 2 (3 times), 3 (1 time), 4 (1 time)
- Mean Calculation: (13 + 23 + 31 + 41)/8 = (3 + 6 + 3 + 4)/8 = 16/8 = 2 (Correct)
- Range: 4 - 1 = 3 (Correct)
- The skew comes from the greater number of lower values (3 ones and 3 twos compared to 1 three and 1 four).
- This distribution is indeed skewed.
From the evaluations, the fourth option is the only one that meets all three conditions set by Kris.
Thus, the correct answer is the fourth option.