QUESTION IMAGE
Question
c. number of grocery store visits per month (data from 26 shoppers)
5 - # - summary:
min: __ q1: med: q3: max: __
the mean is __ which is __ than the median.
the shape of this data set is ____
grocery_store_visits_per_month_n_26
Step1: Find the minimum value
By looking at the dot - plot, the smallest value is 2.
Step2: Find the first quartile (Q1)
Since \(n = 26\), the position of Q1 is \(\frac{n + 1}{4}=\frac{26+1}{4}=6.75\). The 6th and 7th ordered data values are considered. Counting the dots from the left, Q1 = 6.
Step3: Find the median (Med)
The position of the median for \(n = 26\) is \(\frac{n+1}{2}=\frac{26 + 1}{2}=13.5\). The 13th and 14th ordered data values are considered. Counting the dots, the median is 8.
Step4: Find the third quartile (Q3)
The position of Q3 is \(3\times\frac{n + 1}{4}=3\times\frac{26+1}{4}=20.25\). The 20th and 21st ordered data values are considered. Counting the dots, Q3 = 9.
Step5: Find the maximum value
By looking at the dot - plot, the largest value is 10.
Step6: Calculate the mean
Let \(x_i\) be the number of visits and \(f_i\) be the frequency. We have:
| \(x_i\) | \(f_i\) | \(x_if_i\) |
|---|---|---|
| 3 | 1 | 3 |
| 4 | 1 | 4 |
| 5 | 1 | 5 |
| 6 | 2 | 12 |
| 7 | 2 | 14 |
| 8 | 4 | 32 |
| 9 | 6 | 54 |
| 10 | 5 | 50 |
| 11 | 3 | 33 |
The sum of \(f_i=26\) and the sum of \(x_if_i = 2 + 3+4 + 5+12+14+32+54+50+33=209\). The mean \(\bar{x}=\frac{\sum_{i = 1}^{k}x_if_i}{\sum_{i=1}^{k}f_i}=\frac{209}{26}\approx8.04\).
Since the mean (\(8.04\)) is greater than the median (8), and the tail of the distribution extends to the right (higher values), the shape of the data - set is right - skewed.
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Min: 2
Q1: 6
Med: 8
Q3: 9
Max: 10
The mean is 8.04 which is greater than the median.
The shape of this data set is right - skewed.