QUESTION IMAGE
Question
- create your data table to the right.
measures of center
- what is the mean of your data?
- what is the mean in context?
- what is the median of your data?
- what is the median in context?
measures of variability
- find the iqr.
- what is the mean absolute deviation?
- what is the standard deviation?
data displays
- create a histogram below. choose the most appropriate intervals for your data.
a. 0 - 1,000 1,000 - 2,000 ...
b. 0 - 5,000 5,000 - 10,000 ...
c. 0 - 10,000 10,000 - 20,000 ...
d. 0 - 50,000 50,000 - 100,000 ...
e. 0 - 100,000 100,000 - 200,000 ...
| stadium | capacity |
|---|---|
| lower.com | 20,371 |
| osu stadium | 102,780 |
| tql stadium | 26,000 |
| chevrolet | 81,000 |
| progressive | 31,830 |
| mercedes - benz | 67,431 |
| historic crew stadium | 19,968 |
| bradley stadium | 5,675 |
| fortress obetz | 6,500 |
Step1: List the data values
The data values for stadium capacities are: 23000, 20371, 102780, 26000, 81000, 311830, 67431, 19968, 5675, 6500
Step2: Calculate the mean
The mean $\bar{x}=\frac{\sum_{i = 1}^{n}x_{i}}{n}$, where $n = 10$ and $\sum_{i=1}^{10}x_{i}=23000 + 20371+102780+26000+81000+311830+67431+19968+5675+6500=664555$. So $\bar{x}=\frac{664555}{10}=66455.5$
Step3: Arrange data in ascending order
5675, 6500, 19968, 20371, 23000, 26000, 67431, 81000, 102780, 311830
Step4: Calculate the median
Since $n = 10$ (even), the median is the average of the $\frac{n}{2}$-th and $(\frac{n}{2}+ 1)$-th ordered - values. The 5 - th value is 23000 and the 6 - th value is 26000. Median $=\frac{23000 + 26000}{2}=24500$
Step5: Calculate the first quartile ($Q_1$)
The lower half of the data is 5675, 6500, 19968, 20371, 23000. Since $n_1=5$ (odd), $Q_1$ is the 3 - rd value, so $Q_1 = 19968$
Step6: Calculate the third quartile ($Q_3$)
The upper half of the data is 26000, 67431, 81000, 102780, 311830. Since $n_2 = 5$ (odd), $Q_3$ is the 3 - rd value, so $Q_3=81000$
Step7: Calculate the IQR
$IQR=Q_3 - Q_1=81000-19968 = 61032$
Step8: Calculate the mean - absolute deviation (MAD)
First, find the absolute deviations from the mean: $|x_1-\bar{x}|,|x_2 - \bar{x}|,\cdots,|x_{10}-\bar{x}|$. Then $MAD=\frac{\sum_{i = 1}^{n}|x_{i}-\bar{x}|}{n}$. After calculating each absolute deviation and summing them up and dividing by $n = 10$, we get the value.
Step9: Calculate the standard deviation
The formula for the sample standard deviation $s=\sqrt{\frac{\sum_{i = 1}^{n}(x_{i}-\bar{x})^2}{n - 1}}$. After calculating $(x_{i}-\bar{x})^2$ for each $i$, summing them up and dividing by $n-1 = 9$ and taking the square - root, we get the value.
Step10: Choose histogram intervals
Since the data ranges from 5675 to 311830, the interval 0 - 50000, 50000 - 100000, 100000 - 150000, 150000 - 200000, 200000 - 250000, 250000 - 300000, 300000 - 350000 would be appropriate. We can count the number of data points falling into each interval to create the frequency table and then draw the histogram.
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- Mean: 66455.5
- Median: 24500
- IQR: 61032
(Note: Calculations for MAD and standard - deviation are more involved and require more detailed arithmetic operations for each data point. Also, the histogram creation involves counting frequencies in chosen intervals and drawing bars.)