AJ DAVIS is a department store chain, which has many credit customers and wants to find out more information about these customers. A sample of 50 credit customers is selected with data collected on the following five variables.
1. Location (rural, urban, suburban)
2. Income (in $1,000's-be careful with this)
3. Size (household size, meaning number of people living in the household)
4. Years (the number of years that the customer has lived in the current location)
5. Credit balance (the customers current credit card balance on the store's credit card, in $).
For each of the five variables, process, organize, present and summarize the data. Analyze each variable by itself using graphical and numerical techniques of summarization. Use MINITAB as much as possible, explaining what the printout tells you. You may wish to use some of the following graphs: stem-leaf diagram, frequency/relative frequency table, histogram, boxplot, dotplot, pie chart, bar graph. Caution: not all of these are appropriate for each of these variables, nor are they all necessary. More is not necessarily better. In addition be sure to find the appropriate measures of central tendency, the measures of dispersion, and the shapes of the distributions (for the quantitative variables) for the above data. Where appropriate, use the five number summary (the Min, Q1, Median, Q3, Max). Once again, use MINITAB as appropriate, and explain what the results mean.
Analyze the connections or relationships between the variables. There are ten possible pairings of two variables. Use graphical as well as numerical summary measures. Explain what you see. Be sure to consider all 10 pairings. Some variables show clear relationships, while others do not.
Prepare your report in Microsoft Word, integrating your graphs and tables with text explanations and interpretations. Be sure that you have graphical and numerical back up for your explanations and interpretations. Be selective in what you include in the report. I'm not looking for a 20 page report on every variable and every possible relationship (that's 15 things to do).
In particular, what I want you do is to highlight what you see for three individual variables (no more than 1 graph for each, one or two measures of central tendency and variability (as appropriate), the shapes of the distributions for quantitative variables, and two or three sentences of interpretation). For the 10 pairings, identify and report only on three of the pairings, again using graphical and numerical summary (as appropriate), with interpretations. Please note that at least one of your pairings must include the qualitative variable and at least one of your pairings must not include the qualitative variable.
All DeVry University policies are in effect, including the plagiarism policy.
Submission: The report including all relevant graphs and numerical analysis along with interpretations.
Format for report:
Brief Introduction
Discuss your 1st individual variable, using graphical, numerical summary and interpretation
Discuss your 2nd individual variable, using graphical, numerical summary and interpretation
Discuss your 3rd individual variable, using graphical, numerical summary and interpretation
Discuss your 1st pairing of variables, using graphical, numerical summary and interpretation
Discuss your 2nd pairing of variables, using graphical, numerical summary and interpretation
Discuss your 3rd pairing of variables, using graphical, numerical summary and interpretation
Conclusion
|
LOCATION
|
INCOME($1000)
|
SIZE
|
YEARS
|
CREDIT BALANCE($)
|
|
Urban
|
54
|
3
|
12
|
4016
|
|
Rural
|
30
|
2
|
12
|
3159
|
|
Suburban
|
32
|
4
|
17
|
5100
|
|
Suburban
|
50
|
5
|
14
|
4952
|
|
Rural
|
31
|
2
|
4
|
1864
|
|
Urban
|
55
|
2
|
9
|
4070
|
|
Rural
|
37
|
1
|
21
|
2731
|
|
Urban
|
40
|
2
|
7
|
3348
|
|
Suburban
|
66
|
4
|
10
|
4764
|
|
Urban
|
51
|
3
|
16
|
4110
|
|
Urban
|
25
|
3
|
11
|
4320
|
|
Urban
|
48
|
4
|
16
|
4219
|
|
Rural
|
27
|
1
|
19
|
2477
|
|
Rural
|
33
|
2
|
12
|
2514
|
|
Urban
|
65
|
3
|
12
|
4214
|
|
Suburban
|
63
|
4
|
13
|
4856
|
|
Urban
|
42
|
6
|
15
|
4412
|
|
Urban
|
21
|
2
|
18
|
2448
|
|
Rural
|
44
|
1
|
7
|
2995
|
|
Urban
|
39
|
5
|
5
|
4171
|
|
Suburban
|
62
|
6
|
13
|
5678
|
|
Urban
|
21
|
3
|
16
|
3623
|
|
Suburban
|
55
|
7
|
15
|
5301
|
|
Rural
|
42
|
2
|
19
|
3020
|
|
Urban
|
41
|
7
|
18
|
4828
|
|
Suburban
|
54
|
6
|
14
|
5573
|
|
Rural
|
30
|
1
|
14
|
2583
|
|
Rural
|
48
|
2
|
8
|
3866
|
|
Urban
|
34
|
5
|
5
|
3586
|
|
Suburban
|
67
|
4
|
13
|
5210
|
|
Rural
|
50
|
2
|
11
|
3605
|
|
Urban
|
67
|
5
|
1
|
5345
|
|
Urban
|
55
|
6
|
16
|
5280
|
|
Urban
|
52
|
2
|
11
|
3890
|
|
Urban
|
60
|
3
|
3
|
4705
|
|
Urban
|
64
|
2
|
6
|
4157
|
|
Suburban
|
22
|
3
|
18
|
3579
|
|
Urban
|
29
|
4
|
4
|
3890
|
|
Suburban
|
39
|
2
|
18
|
2972
|
|
Rural
|
35
|
1
|
11
|
3121
|
|
Urban
|
42
|
4
|
16
|
4183
|
|
Suburban
|
54
|
3
|
9
|
3730
|
|
Suburban
|
23
|
6
|
18
|
4025
|
|
Rural
|
27
|
2
|
1
|
2921
|
|
Urban
|
26
|
7
|
17
|
4520
|
|
Suburban
|
63
|
2
|
14
|
4273
|
|
Rural
|
30
|
2
|
14
|
3067
|
|
Rural
|
22
|
4
|
16
|
3074
|
|
Suburban
|
46
|
5
|
13
|
4820
|
|
Suburban
|
66
|
4
|
20
|
5149
|