In: Statistics and Probability
The average number of minutes Americans commute to work is 27.7 minutes. The average commute time in minutes for 48 cities are as follows.
Albuquerque | 23.6 | Jacksonville | 26.5 | Phoenix | 28.6 |
Atlanta | 28.6 | Kansas City | 23.7 | Pittsburgh | 25.3 |
Austin | 24.9 | Las Vegas | 28.7 | Portland | 26.7 |
Baltimore | 32.4 | Little Rock | 20.4 | Providence | 23.9 |
Boston | 32.0 | Los Angeles | 32.5 | Richmond | 23.7 |
Charlotte | 26.1 | Louisville | 21.7 | Sacramento | 26.1 |
Chicago | 38.4 | Memphis | 24.1 | Salt Lake City | 20.5 |
Cincinnati | 25.2 | Miami | 31.0 | San Antonio | 26.4 |
Cleveland | 27.1 | Milwaukee | 25.1 | San Diego | 25.1 |
Columbus | 23.7 | Minneapolis | 23.9 | San Francisco | 32.9 |
Dallas | 28.8 | Nashville | 25.6 | San Jose | 28.8 |
Denver | 28.4 | New Orleans | 32.0 | Seattle | 27.6 |
Detroit | 29.6 | New York | 44.1 | St. Louis | 27.1 |
El Paso | 24.7 | Oklahoma City | 22.3 | Tucson | 24.3 |
Fresno | 23.3 | Orlando | 27.4 | Tulsa | 20.4 |
Indianapolis | 25.1 | Philadelphia | 34.5 | Washington, D.C. | 33.1 |
(a)
What is the mean commute time (in minutes) for these 48 cities? (Round your answer to one decimal place.)
minutes
(b)
Compute the median commute time (in minutes).
minutes
(c)
Compute the mode(s) (in minutes). (Enter your answers as a comma-separated list.)
minutes
(d)
Compute the third quartile (in minutes).
minutes
a. Mean value is
b. The median is the middle number in a sorted list of numbers. So, to find the median, we need to place the numbers in value order and find the middle number.
Ordering the data from least to greatest, we get:
20.4 20.4 20.5 21.7 22.3 23.3 23.6 23.7 23.7 23.7 23.9 23.9 24.1 24.3 24.7 24.9 25.1 25.1 25.1 25.2 25.3 25.6 26.1 26.1 26.4 26.5 26.7 27.1 27.1 27.4 27.6 28.4 28.6 28.6 28.7 28.8 28.8 29.6 31 32 32 32.4 32.5 32.9 33.1 34.5 38.4 44.1
As you can see, we do not have just one middle number but we have a pair of middle numbers, so the median is the average of these two numbers:
Median=
c. The mode of a set of data is the value in the set that occurs most often.
Ordering the data from least to greatest, we get:
20.4 20.4 20.5 21.7 22.3 23.3 23.6 23.7 23.7 23.7 23.9 23.9 24.1 24.3 24.7 24.9 25.1 25.1 25.1 25.2 25.3 25.6 26.1 26.1 26.4 26.5 26.7 27.1 27.1 27.4 27.6 28.4 28.6 28.6 28.7 28.8 28.8 29.6 31 32 32 32.4 32.5 32.9 33.1 34.5 38.4 44.1
Since both 23.7 and 25.1 occur 3 times, the modes are 23.7 and 25.1 ( this data set is bimodal).
So mode is 23.7,25.1
d. The third quartile (or upper quartile or 75th percentile) is the median of the upper half of the numbers. So, to find the third quartile, we need to place the numbers in value order and find the upper half.
20.4 20.4 20.5 21.7 22.3 23.3 23.6 23.7 23.7 23.7 23.9 23.9 24.1 24.3 24.7 24.9 25.1 25.1 25.1 25.2 25.3 25.6 26.1 26.1 26.4 26.5 26.7 27.1 27.1 27.4 27.6 28.4 28.6 28.6 28.7 28.8 28.8 29.6 31 32 32 32.4 32.5 32.9 33.1 34.5 38.4 44.1
So, the upper half is
26.4 26.5 26.7 27.1 27.1 27.4 27.6 28.4 28.6 28.6 28.7 28.8 28.8 29.6 31 32 32 32.4 32.5 32.9 33.1 34.5 38.4 44.1
The median of these numbers is 28.8.