Subject: FUNDAMENTALS OF BUSINESS ANALYTICS Problem: The Supermarket contains over 14,000 transactions made by supermarket customers over a period of approximately two years. (The data are not real, but real supermarket chains have huge data sets just like this one.) A small sample of the data appears in in the Figure below, Column B contains the date of the purchase, column C is a unique identifier for each customer, columns D–H contain information about the customer, columns I–K contain the location of the store, columns L–N contain information about the product purchased (these columns have been hidden to conserve space), and the last two columns indicate the number of items purchased and the amount paid. Question: Based on the given problem and picture provided, determine which variables are categorical and numerical?

Practical Management Science
6th Edition
ISBN:9781337406659
Author:WINSTON, Wayne L.
Publisher:WINSTON, Wayne L.
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Subject: FUNDAMENTALS OF BUSINESS ANALYTICS

Problem: The Supermarket contains over 14,000 transactions made by supermarket customers over a period of approximately two years. (The data are not real, but real supermarket chains have huge data sets just like this one.) A small sample of the data appears in in the Figure below, Column B contains the date of the purchase, column C is a unique identifier for each customer, columns D–H contain information about the customer, columns I–K contain the location of the store, columns L–N contain information about the product purchased (these columns have been hidden to conserve space), and the last two columns indicate the number of items purchased and the amount paid.

Question: Based on the given problem and picture provided, determine which variables are categorical and numerical?

A
В
D
E
F
K
P
Purchase
Customer
Marital Home
State or
Units
1 Transaction Date
Province Country
Gender Status Owner Children Annual Income City
Los Angeles
Los Angeles
ID
Sold Revenue
12/18/2011
12/20/2011
$27.38
$14.90
1
7223
F
S
Y
2 $30K - $50K
CA
USA
5
5 $7OK - $90K
2 $50K - $70K
3 $30K - $50K
3 $130K - $150K Beverly Hills
3 $10K - $30K
7841
M
M
Y
CA
USA
12/21/2011
12/21/2011
4
3
8374
F
M
Bremerton
WA
USA
3
$5.52
$4.44
$14.00
$4.37
4
9619
M
M
Y
Portland
OR
USA
4
12/22/2011
12/22/2011
12/23/2011
1900
F
S
Y
СА
USA
4
7
6.
6696
F
M
Y
Beverly Hills
СА
USA
3
7
9673
2 $30K - $50K
Salem
OR
USA
4
$13.78
8
12/25/2011
354
F
M
2 $150K +
Yakima
WA
USA
$7.34
3 $10K - $30K
1 $50K - $70K
10
12/25/2011
1293
M
M
Y
Bellingham
WA
USA
1
$2.41
11
10
12/25/2011
7938
M
S
N
San Diego
CA
USA
2
$8.96
Transcribed Image Text:A В D E F K P Purchase Customer Marital Home State or Units 1 Transaction Date Province Country Gender Status Owner Children Annual Income City Los Angeles Los Angeles ID Sold Revenue 12/18/2011 12/20/2011 $27.38 $14.90 1 7223 F S Y 2 $30K - $50K CA USA 5 5 $7OK - $90K 2 $50K - $70K 3 $30K - $50K 3 $130K - $150K Beverly Hills 3 $10K - $30K 7841 M M Y CA USA 12/21/2011 12/21/2011 4 3 8374 F M Bremerton WA USA 3 $5.52 $4.44 $14.00 $4.37 4 9619 M M Y Portland OR USA 4 12/22/2011 12/22/2011 12/23/2011 1900 F S Y СА USA 4 7 6. 6696 F M Y Beverly Hills СА USA 3 7 9673 2 $30K - $50K Salem OR USA 4 $13.78 8 12/25/2011 354 F M 2 $150K + Yakima WA USA $7.34 3 $10K - $30K 1 $50K - $70K 10 12/25/2011 1293 M M Y Bellingham WA USA 1 $2.41 11 10 12/25/2011 7938 M S N San Diego CA USA 2 $8.96
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