In: Statistics and Probability
Company | Segment | 2012 U.S. Average Sales per Store ($1,000s) |
---|---|---|
Arby's | Sandwich | 993 |
Baskin-Robbins | Snacks | 207 |
Bojangles' | Chicken | 1,718 |
Boston Market | Chicken | 1,184 |
Burger King | Burger | 1,195 |
Carl's Jr. | Burger | 1,470 |
Checkers/Rally's | Burger | 903 |
Chick-fil-A | Chicken | 3,158 |
Chipotle Mexican Grill |
Mexican | 2,113 |
Church's Chicken | Chicken | 707 |
CiCi's Pizza | Pizza/Pasta | 915 |
Culver's | Burger | 1,838 |
Dairy Queen | Burger | 545 |
Del Taco | Mexican | 1,100 |
Domino's Pizza | Pizza/Pasta | 710 |
Dunkin' Donuts | Snacks | 857 |
El Pollo Loco | Chicken | 1,475 |
Five Guys Burgers & Fries |
Burger | 1,049 |
Hardee's | Burger | 1,145 |
In-N-Out Burger | Burger | 1,935 |
Jack in the Box | Burger | 1,379 |
Jamba Juice | Snacks | 715 |
Jason's Deli | Sandwich | 2,556 |
Jimmy John's | Sandwich | 879 |
Company | Segment | 2012 U.S. Average Sales per Store ($1,000s) |
---|---|---|
KFC | Chicken | 957 |
Krispy Kreme | Snacks | 2,428 |
Little Caesars | Pizza/Pasta | 465 |
McDonald's | Burger | 2,600 |
Moe's Southwest Grill |
Mexican | 1,103 |
Panera Bread | Sandwich | 2,427 |
Papa John's | Pizza/Pasta | 829 |
Papa Murphy's | Pizza/Pasta | 575 |
Pizza Hut | Pizza/Pasta | 883 |
Popeyes Louisiana Kitchen |
Chicken | 1,242 |
Qdoba Mexican Grill |
Mexican | 966 |
Quiznos | Sandwich | 345 |
Sonic Drive-In | Burger | 1,074 |
Starbucks | Snacks | 1,223 |
Steak 'n Shake | Burger | 1,700 |
Subway | Sandwich | 481 |
Taco Bell | Mexican | 1,363 |
Tim Hortons | Snacks | 1,095 |
Wendy's | Burger | 1,484 |
Whataburger | Burger | 1,996 |
White Castle | Burger | 1,284 |
Wingstop | Chicken | 902 |
Zaxby's | Chicken | 1,766 |
What was the mean U.S. sales (in thousand dollars) per store for the 47 restaurant chains? (Round your answer to one decimal place.)
$ thousand
(b)
What are the first and third quartiles (in thousand dollars)?
first quartile $ thousand
third quartile $ thousand
What is your interpretation of the quartiles?
Twenty-five Seventy-five One hundred percent of the restaurants have an average sales per unit less than or equal to the first quartile and ______ percent of the restaurants have an average sales per unit greater than or equal to the third quartile.
(c) Show a boxplot for the level of sales.
Are there are any outliers in terms of sales that would skew the results? Yes/No
(d) Develop a frequency distribution showing the average sales (in thousand dollars) per store for each segment. (Round your answers to the nearest thousand dollars.)
Segment | Average Sales per unit ($1,000s) |
---|---|
Burger | $ thousand |
Chicken | $ thousand |
Mexican | $ thousand |
Pizza/Pasta | $ thousand |
Sandwich | $ thousand |
Snacks | $ thousand |
Comment on the results obtained: The segment with lowest average sales per unit is _____
Solution: I have used excel to solve this problem.
Let us arrange the given data in ascending order to make our calculation easier. The arranged dataset is as follows.
Company | Segment | 2012 U.S.(Average sales per store)($1,000s) |
Baskin-Robbins | Snacks | 207 |
Quiznos | Sandwich | 345 |
Little Caesars | Pizza/Pasta | 465 |
Subway | Sandwich | 481 |
Dairy Queen | Burger | 545 |
Papa Murphy's | Pizza/Pasta | 575 |
Church's Chicken | Chicken | 707 |
Domino's Pizza | Pizza/Pasta | 710 |
Jamba Juice | Snacks | 715 |
Papa John's | Pizza/Pasta | 829 |
Dunkin' Donuts | Snacks | 857 |
Jimmy John's | Sandwich | 879 |
Pizza Hut | Pizza/Pasta | 883 |
Wingstop | Chicken | 902 |
Checkers/Rally's | Burger | 903 |
CiCi's Pizza | Pizza/Pasta | 915 |
KFC | Chicken | 957 |
Qdoba Mexican | Mexican | 966 |
Arby's | Sandwich | 993 |
Five Guys | Burger | 1049 |
Sonic Drive-In | Burger | 1074 |
Tim Hortons | Snacks | 1095 |
Del Taco | Mexican | 1100 |
Moe's Southwest | Mexican | 1103 |
Hardee's | Burger | 1145 |
Boston Market | Chicken | 1184 |
Burger King | Burger | 1195 |
Starbucks | Snacks | 1223 |
Popeyes Louisiana | Chicken | 1242 |
White Castle | Burger | 1284 |
Taco Bell | Mexican | 1363 |
Jack in the Box | Burger | 1379 |
Carl's Jr. | Burger | 1470 |
El Pollo Loco | Chicken | 1475 |
Wendy's | Burger | 1484 |
Steak 'n Shake | Burger | 1700 |
Bojangles' | Chicken | 1718 |
Zaxby's | Chicken | 1766 |
Culver's | Burger | 1838 |
In-N-Out Burger | Burger | 1935 |
Whataburger | Burger | 1996 |
Chipotle Mexican | Mexican | 2113 |
Panera Bread | Sandwich | 2427 |
Krispy Kreme | Snacks | 2428 |
Jason's Deli | Sandwich | 2556 |
McDonald's | Burger | 2600 |
Chick-fil-A | Chicken | 3158 |
Sum | 59934 |
a) The mean U.S. sales (in thousand dollars) per store for the 47 restaurant chains is 1275.2 $ thousand.
Formulas | ||
Mean | Sum of all values/Number of observation=59934/47 | 1275.2 |
b)First and Third quartiles (in thousand dollars)
First quartile is the median of the lower half of the data set.
Third quartile is the median of the upper half of the data set.
Formulas | ||
First quartile | QUARTILE(C2:C48,1) | 881 $ thousands |
Third quartile | QUARTILE(C2:C48,3) | 1709 $ thousands |
Twenty-five percent of the restaurants have an average sales per unit less than or equal to the first quartile and Seventy-five percent of the restaurants have an average sales per unit greater than or equal to the third quartile.
c) To draw the Boxplot we need to calculate the following.
Formulas | ||
Minimium | 207 | |
First quartile | QUARTILE(C2:C48,1) | 881 |
Median | MEDIAN(C2:C48) | 1103 |
Third quartile | QUARTILE(C2:C48,3) | 1646 |
Maximum | 3158 |
Median=(n+1)/2=(47+1)/2=48/2=24th value in the data set is the median. In the first table above , i have marked median in red colour.
From the above graph, we can see there are no outliers.
d)Let us find the average sales segment wise and its screenshot is as follows.
Segment | Average Sales per unit($1,000s) |
Burger | 1450.77 |
Chicken | 1456.56 |
Mexican | 1329.00 |
Pizza/Pasta | 729.50 |
Sandwich | 1280.17 |
Snacks | 1087.50 |
The segment with lowest average sales per unit is Pizza/Pasta.