QUESTION IMAGE
Question
which two data sets appear to be normally distributed?
a.
| value | 5 | 10 | 15 | 20 | 25 | 30 | 35 | 40 | 45 | 50 | 55 |
| frequency | 10 | 27 | 40 | 60 | 75 | 100 | 80 | 55 | 35 | 30 | 11 |
b.
| value | 5 | 10 | 15 | 20 | 25 | 30 | 35 | 40 | 45 | 50 | 55 |
| frequency | 11 | 17 | 23 | 29 | 35 | 41 | 47 | 53 | 59 | 65 | 71 |
c.
| value | 5 | 10 | 15 | 20 | 25 | 30 | 35 | 40 | 45 | 50 | 55 |
| frequency | 12 | 25 | 32 | 41 | 68 | 75 | 66 | 52 | 35 | 26 | 13 |
d.
| value | 5 | 10 | 15 | 20 | 25 | 30 | 21 | 24 | 27 | 30 | 33 |
| frequency | 13 | 18 | 23 | 28 | 33 | 38 | 43 | 48 | 53 | 58 | 63 |
Step1: Recall normal - distribution property
A normal - distribution has a bell - shaped curve, with frequencies increasing to a maximum at the mean and then decreasing symmetrically on either side.
Step2: Analyze dataset A
The frequencies in dataset A increase from 10 to 100 and then decrease symmetrically (10, 27, 40, 60, 75, 100, 80, 55, 35, 30, 11), which is characteristic of a normal distribution.
Step3: Analyze dataset B
The frequencies in dataset B (11, 17, 23, 29, 35, 41, 47, 53, 59, 65, 71) are increasing in a linear fashion and do not show the bell - shaped pattern of a normal distribution.
Step4: Analyze dataset C
The frequencies in dataset C increase from 12 to 75 and then decrease symmetrically (12, 25, 32, 41, 68, 75, 66, 52, 35, 26, 13), which is characteristic of a normal distribution.
Step5: Analyze dataset D
Dataset D has some non - sequential values in the 'value' column and the frequency pattern does not show the characteristic bell - shaped curve of a normal distribution.
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A. Dataset A
C. Dataset C