Refer to the Starbucks data in theBBUS 502 Final Exam Data.xlsxDownload BBUS 502 Final Exam Data.xlsxdataset. Using the descriptive statistics, but also with the raw data if you want to use it, you should be able to determine that there is one response error in one variable of the dataset. What variable has an error and how do you know it is an error?

Dollar Amt.	Age	Days	Cups	Satisfaction	Income ($2000)	Starbucks Distance	Pets	Local (Yes=1)	Prefer DriveThru	Days (after promotion)	Cups (after promotion)			Variable	Description
5	25	4	1	4	20	0	1	0	1	6	7			Dollar Amt.	Card reload amounts
25	30	12	5	4	35	2	1	1	0	23	10			Age	customer's age
10	27	10	4	2	30	3	1	1	0	21	6			Days	number of days per month the customer makes a purchase at Starbucks
5	42	8	5	1	30	3	1	0	1	7	10			Cups	number of cups of coffee the customer drinks per day
15	29	11	8	2	25	4	1	1	1	12	3			Satisfaction	A recent customer service survey score for Starbucks (1=Low and 7 =High).
50	25	12	5	1	60	4	1	1	0	9	6			Income ($2000)	customer's income (multiply by 2000)
10	50	8	3	5	30	3	1	0	0	8	2			Local (Yes=1)	Binary variable indicating if the customer considers him/herself to be local (1=Yes, 0 = No)
15	45	6	5	1	35	1	1	1	0	21	7			Pets	Categorical data indicating primary pet ownership (1=Cat, 2=Dog, 3 = Other)
5	32	16	7	5	25	1	1	0	0	9	1			Starbucks Distance3	Miles the Starbucks location is from work/school in miles (0 to 4 miles reported)
5	23	10	1	4	20	4	1	0	0	18	3			Prefer DriveThru	Binary variable indicating if the customer prefers the drive thru over indoor service (1=Yes, 0 = No)
20	40	18	5	4	40	0	2	1	0	5	6			Days (after promotion)	After running a promotion (post test), this is the number of days per month the customer makes a purchase at Starbucks
35	35	12	3	5	40	3	2	1	1	9	11			Cups (after promotion)	After running a promotion (post test), this is the number of cups of coffee the customer drinks per day
40	28	10	3	7	50	4	2	1	1	23	3
15	33	12	2	6	30	1	2	0	0	15	10
200	40	15	5	6	80	0	2	1	0	6	2
15	37	3	1	7	30	3	2	1	1	14	1
40	51	10	8	6	35	2	2	1	0	24	2
5	20	8	4	5	25	2	2	0	1	23	1
30	26	15	5	7	35	0	2	1	1	17	5
100	38	19	10	2	45	0	2	1	0	21	4
30	27	12	3	2	35	2	3	1	1	20	8
25	29	14	6	3	35	4	3	0	1	24	8
25	34	10	4	3	45	3	3	1	4	11	6
50	30	6	3	2	55	4	3	1	0	19	6
15	22	8	5	4	30	2	3	0	1	15	3

	Dollar Amt.	Age	Days	Cups	Satisfaction	Income ($2000)	Starbucks Distance	Pets	Local (Yes=1)	Prefer DriveThru	Days (after promotion)	Cups (after promotion)
Mean	31.6	32.72	10.76	4.44	3.92	36.8	2.2	1.8	0.64	0.6	15.2	5.24
Standard Error	8.16	1.68	0.80	0.45	0.39	2.69	0.29	0.15	0.10	0.17	1.31	0.62
Median	20	30	10	5	4	35	2	2	1	0	15	6
Mode	5	25	12	5	4	35	3	1	1	0	23	6
Standard Deviation	40.82	8.40	4.01	2.24	1.96	13.45	1.47	0.76	0.49	0.87	6.53	3.11
Sample Variance	1666.08	70.63	16.11	5.01	3.83	181.00	2.17	0.58	0.24	0.75	42.67	9.69
Kurtosis	12.58	-0.21	-0.14	0.44	-1.15	3.37	-1.26	-1.14	-1.76	9.49	-1.52	-1.03
Skewness	3.31	0.68	0.14	0.53	0.05	1.60	-0.29	0.37	-0.62	2.59	-0.13	0.29
Range	195	31	16	9	6	60	4	2	1	4	19	10
Minimum	5	20	3	1	1	20	0	1	0	0	5	1
Maximum	200	51	19	10	7	80	4	3	1	4	24	11
Sum	790	818	269	111	98	920	55	45	16	15	380	131
Count	25	25	25	25	25	25	25	25	25	25	25	25