INSS220 MSU Datasets Graphs And Calculations Homework Help The information you will need is uploaded it is an excel chart and it is about datasets and we h
INSS220 MSU Datasets Graphs And Calculations Homework Help The information you will need is uploaded it is an excel chart and it is about datasets and we have to construct graphs and do calculations. Part 1 (based on chapters 1, 2 and 3)
Due Sunday, March 3
Project grading criteria / Rubric:
This is the first part of the project which requires to use descriptive statistics techniques covered
in chapters 2 and 3. This part is worth 65 points and will be graded based on 2 categories:
calculations and conclusions. You should submit an Excel file with your calculations and Word
file with answers to the questions.
Calculations category measures your ability to construct charts and graphs and calculate
numerical measures. You can earn up to 30 points in the category.
Conclusions category grades your ability to understand data, select appropriate charts and
measures, interpret the results given in form of charts and numerical measures. This category is
worth 35 points. You are expected to write at least 2-3 sentences per question.
Dataset description:
A company wants to analyze performance of one of its suppliers to understand should they
continue to work with the supplier in the future. Information about several last orders received
from the supplier was collected. The following measures of the supplier performance were used:
?
?
?
?
?
?
Percent defective shows what percent of items received from the supplier were defective;
Delivery timeliness is measured as early, on-time, or late delivery;
Price per unit of product;
Order size
Quantity received is the percentage of the ordered quantity which was actually received;
Accuracy measures how the order was fulfilled. It can be one of the five options: Very
accurate (5 points), Accurate (4 points), Neutral (3 points), Inaccurate (2 points),
and Very inaccurate (1 points).
Please, answer the questions below based on the information provided. If some of required
information is not given to you, you can/should make an assumption.
Question:
The goal of this part of the project is to learn how to use descriptive statistics to summarize
information and draw conclusions. Using the given dataset, answer the following questions:
1
1. Is it a sample or a population? Why?
2. Is it time series or cross-sectional data? Why?
3. What are elements, variables, and observations in the dataset?
4. Define a type of each variable in the dataset (ordinal, nominal, interval or ratio).
5. Choose one qualitative variable from your dataset and construct a chart (anyone
appropriate) to summarize information about the variable. Describe what you see on the
chart (2-3 sentences/points).
6. Choose one quantitative variable from your dataset and construct a chart (anyone
appropriate) to summarize information about the variable. Describe what you see on the
chart (2-3 sentences/points).
7. Choose another variable (variables used in questions 5 and 6 CANNOT be used) from
your dataset and calculate 2 numerical measures to summarize information about the
variable. Discuss the results and why this measures were used? (2-3 sentences/points).
8. Choose any 2 variables (can be previously used) from your dataset and analyze
relationship between variables (use appropriate forms of descriptive statistics; charts,
numerical measures, etc.). Are these variables related? Is the relationship linear? Is the
relationship strong or weak? Explain your answers.
2
System quality
User
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
Cost of
ownership
Medium
Medium
Medium
High
High
Medium
Medium
Medium
Low
Low
Medium
High
Low
Medium
Medium
High
Low
High
Medium
Low
Low
High
Low
Medium
Low
Low
Medium
High
Medium
Low
Medium
Medium
Low
Medium
Low
Medium
Medium
Low
Low
Ease of use Reliability
71
42
76
49
40
33
93
51
95
94
40
83
86
32
77
60
58
73
40
87
82
82
77
42
50
42
92
69
97
76
97
90
36
49
85
77
39
53
35
74
48
80
41
84
75
55
30
81
77
68
58
92
78
39
29
58
68
47
48
86
30
74
59
82
99
83
51
82
75
38
45
92
64
40
91
58
29
52
Information quality
Speed Timeliness Acuracy Ralevance
93
71
95
69
92
69
41
74
98
63
61
53
60
94
76
86
98
88
63
78
42
78
65
45
85
61
45
57
71
44
83
55
80
79
81
90
35
91
68
51
74
40
59
45
34
90
77
77
53
66
92
83
53
64
53
59
35
78
64
99
39
59
97
71
96
44
54
87
83
95
46
58
45
63
78
52
54
62
44
56
44
45
99
48
58
60
66
90
84
64
44
58
54
99
43
87
34
67
81
96
46
40
50
72
34
70
47
70
43
54
89
49
72
61
73
85
79
82
48
64
33
89
67
99
70
80
99
89
63
51
97
94
72
42
73
95
36
64
97
67
52
55
94
93
76
66
87
76
86
80
61
57
90
51
95
96
Overall
satisfaction
73
77
66
79
85
65
65
72
98
77
66
78
79
65
89
71
69
85
60
55
72
83
70
73
80
60
60
51
71
82
75
86
90
79
62
76
63
75
80
Month
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
Sales
94
85
100
101
95
106
99
103
108
119
112
111
125
118
130
123
126
120
121
132
121
128
121
133
Assets
Liabilities
Current
Fixed
Current Long-term Net profit Inventory
15.3
52
12.1
10
21.7 High
14
47
11.8
20
19.1 High
14.9
45
11.3
15
24.6 Medium
13.6
51
11.1
11
24.3 Medium
14.9
52
11.8
16
22 High
13.5
45
11.2
19
25.9 Medium
16.2
51
12.7
10
24.2 High
15.8
47
12.4
14
24.7 High
15.9
55
10.8
17
26 Medium
13.8
47
11.9
16
29.8 Medium
13.9
52
10.4
10
28.4 Low
15.7
47
11
17
27.7 Medium
13.2
51
10.9
15
32.7 Low
15.2
52
11.2
17
29.3 Medium
12.1
51
11
20
34.7 Medium
13.3
50
10.9
10
31.4 Low
13.7
47
10.8
17
32 Low
18.8
52
12.3
10
30.7 High
12.1
53
11.3
11
31.2 Medium
14.8
54
11
12
35 Medium
12.5
47
10.3
20
31.5 Low
13.1
54
11.6
16
34.5 Medium
13.8
49
10.3
13
30.8 Low
13.6
47
10.3
11
35 Low
User
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
Price per
night
Low
Medium
Low
High
Medium
Medium
Low
High
High
High
Medium
High
Low
High
Low
High
Medium
Medium
Medium
Medium
Medium
High
Medium
High
Low
Medium
Low
Medium
High
Low
Medium
Medium
Check-in
2
3
2
3
0
4
4
0
2
1
4
0
3
1
1
0
2
2
2
2
3
5
2
3
5
0
0
3
5
3
1
0
Service
Room
Dining
3
2
0
2
2
3
1
0
1
2
3
1
1
0
2
4
4
3
4
1
2
5
5
1
2
0
4
1
0
3
3
4
Exterior
4
1
2
3
0
1
1
3
1
3
2
0
2
4
2
2
5
2
5
2
2
5
0
2
2
0
5
5
5
2
4
4
3
1
2
2
0
4
1
0
4
1
2
2
5
4
2
3
0
2
0
2
1
2
2
2
3
4
2
2
0
5
2
3
Condition
Lobby
5
5
0
1
3
5
3
4
4
1
5
4
2
0
1
5
5
1
1
4
5
1
0
0
2
1
4
5
0
3
5
0
Room
2
5
5
2
2
2
2
4
5
4
2
3
2
1
5
3
0
1
5
1
2
1
2
1
3
2
0
5
2
2
2
1
Overall
satisfaction
41
46
34
26
4
47
35
17
40
40
28
24
41
19
40
40
25
20
30
21
30
45
27
13
39
10
33
40
26
52
33
18
Employee
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
Gender
Female
Male
Female
Female
Male
Male
Female
Male
Male
Male
Male
Male
Male
Male
Male
Female
Female
Female
Male
Male
Male
Male
Male
Male
Female
Male
Female
Male
Female
Male
Female
Male
Male
Female
Age
59
40
30
42
23
27
55
46
29
39
52
40
39
23
55
48
35
36
39
52
50
39
63
30
32
58
38
50
45
44
53
57
48
38
Salary
Medium
Low
Medium
Medium
Low
Low
High
Medium
Low
Medium
Medium
Low
Low
Low
High
Medium
Medium
High
High
Low
High
Low
Medium
Medium
Medium
Low
Medium
Medium
High
Medium
Low
Low
Low
Low
Question 1 Question 2 Question 3
5
1
2
2
1
3
2
2
1
2
2
3
2
1
3
3
2
5
4
3
1
5
4
2
5
2
1
1
2
2
3
2
2
1
4
4
5
2
1
5
1
1
1
1
1
2
2
1
3
1
4
3
2
1
5
2
1
3
1
5
1
2
2
4
1
3
2
1
2
5
1
5
4
1
5
4
1
2
5
3
1
2
1
1
1
2
1
3
4
1
1
1
2
2
3
4
1
2
1
2
1
5
Order
number
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
Percent
defective
8.892810801
2.496890103
7.434247995
5.77039136
4.091433141
4.205550467
9.973686656
0.050758632
1.598503661
5.768900583
3.620675677
8.079117111
3.95906706
8.180671557
1.322024213
8.978320579
5.202283966
7.386113857
9.094680622
4.450678857
5.352264206
9.527195775
6.929577638
4.2708307
1.070179493
2.941259782
0.61418564
3.083158534
2.71874074
5.779767167
Delivery
timeliness
On-time
On-time
On-time
On-time
Early
On-time
On-time
On-time
On-time
Late
Late
On-time
Early
Late
On-time
On-time
Early
Late
Late
Early
On-time
Late
On-time
On-time
On-time
Early
Late
Late
Late
On-time
Price, $
per unit
17
15
11
16
14
18
15
14
20
15
12
18
12
19
13
18
20
14
13
11
11
14
15
11
15
12
16
20
16
20
Order size
Large
Medium
Medium
Medium
Small
Medium
Large
Large
Medium
Medium
Medium
Medium
Medium
Medium
Large
Medium
Medium
Medium
Medium
Medium
Small
Medium
Small
Small
Medium
Large
Large
Medium
Large
Medium
Quantity
recieved Acuracy
2.904782
5
2.459966
2
2.013312
2
1.73175
1
8.013186
1
0.351703
5
5.854064
3
0.841119
3
4.204791
5
3.424232
5
4.370023
5
3.13458
1
5.453391
5
5.113631
5
6.376672
2
6.00417
5
1.403855
2
9.180562
5
2.968654
1
0.772257
4
5.61571
3
6.441035
3
5.646595
5
1.908344
2
9.275272
5
8.518055
1
5.156588
3
3.411785
5
1.73925
2
4.322342
5
Employee
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
Gender
Female
Male
Female
Male
Female
Female
Male
Female
Female
Male
Female
Female
Male
Male
Male
Male
Female
Female
Female
Female
Female
Male
Male
Male
Male
Male
Male
Male
Age
48
49
52
50
61
23
35
54
38
53
47
48
36
39
32
33
48
23
59
41
52
57
55
52
44
59
65
59
Years at company Question 1 Question 2 Question 3
22
2
5
2
6
1
1
2
25
4
2
2
5
4
5
2
12
1
5
2
0
3
1
2
11
2
1
5
12
1
1
5
0
3
2
2
11
2
5
3
18
3
4
5
15
1
2
2
3
5
5
3
0
5
3
4
2
1
1
2
10
2
4
5
17
2
2
4
0
2
2
1
27
4
2
1
19
2
2
5
9
3
4
5
23
4
5
1
28
2
2
3
16
3
2
5
7
3
5
5
14
1
4
5
31
2
1
2
18
4
5
5
Employee Team size
1
7
2
11
3
25
4
17
5
8
6
20
7
8
8
21
9
11
10
27
11
22
12
20
13
22
14
12
15
28
16
22
17
10
18
11
19
26
20
16
21
9
22
18
23
20
24
21
25
21
26
10
27
14
28
22
29
18
30
11
31
12
32
12
33
22
Project
length
21
45
36
21
13
35
42
20
60
44
57
19
60
22
57
30
43
31
41
47
45
15
45
54
58
7
22
49
39
13
14
56
40
Project
budget
Medium
Medium
Medium
Medium
Low
Medium
Low
Low
High
Medium
Medium
Medium
Medium
Medium
Low
High
Low
Low
Medium
High
Medium
Medium
Medium
Medium
Medium
Medium
High
High
High
High
High
Low
Medium
Question 1 Question 2 Question 3
5
1
1
2
1
2
5
3
1
2
3
2
3
1
2
5
2
3
2
2
2
2
1
4
5
3
2
4
2
4
5
2
4
5
2
4
4
2
5
4
1
5
1
2
3
4
2
2
4
1
2
3
2
4
2
3
2
5
1
1
2
2
1
5
2
1
4
2
3
5
1
4
5
4
5
5
2
1
5
1
3
4
2
2
2
1
3
4
1
1
4
2
3
2
2
4
5
2
2
Employee
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
Gender
Male
Male
Male
Female
Male
Female
Female
Female
Female
Female
Female
Male
Female
Male
Male
Male
Male
Female
Female
Male
Male
Male
Male
Female
Female
Male
Male
Female
Male
Male
Female
Female
Male
Male
Male
Age
50
41
21
22
21
42
53
58
32
33
25
33
33
37
31
59
59
64
22
31
58
34
36
58
34
60
34
55
33
53
54
29
46
30
37
Salary
Medium
Medium
Low
Medium
Medium
High
High
Low
Medium
Low
Low
Low
Low
Medium
High
Low
Medium
Low
Medium
High
High
Medium
Low
Low
Low
Medium
Low
Low
Low
Medium
Low
Medium
Medium
Medium
High
Question 1 Question 2 Question 3
4
1
1
2
4
1
2
2
1
1
2
3
2
4
2
2
1
5
5
2
1
1
2
1
3
1
5
2
2
2
4
1
3
2
2
3
2
3
1
5
2
2
4
1
4
2
1
2
5
2
3
2
3
1
2
5
5
2
1
5
2
1
2
5
2
5
2
1
5
1
3
2
2
2
2
2
1
5
2
1
2
1
1
1
5
2
1
4
2
1
2
1
1
2
3
3
2
1
1
2
3
5
2
1
3
Customer
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
Gender
Male
Male
Male
Male
Female
Male
Male
Female
Female
Female
Male
Female
Male
Male
Male
Female
Female
Male
Male
Female
Female
Male
Male
Female
Female
Male
Female
Male
Male
Male
Female
Male
Female
Female
Male
Female
Age
54
60
33
36
20
54
30
45
52
28
27
64
33
41
68
64
43
38
42
18
51
64
38
28
22
56
36
25
27
38
51
32
40
34
47
52
Marinal
Status
Married
Divorsed
Married
Married
Divorsed
Divorsed
Married
Married
Married
Married
Single
Married
Divorsed
Single
Single
Divorsed
Married
Married
Single
Married
Married
Married
Married
Married
Married
Single
Married
Single
Married
Divorsed
Married
Divorsed
Married
Married
Divorsed
Married
Family
size
2
3
4
2
3
3
2
2
1
3
2
2
2
2
3
5
2
2
4
2
5
3
3
3
4
3
2
2
4
3
3
4
2
2
4
1
Income
Low
High
Medium
Low
High
High
Medium
Medium
High
High
Medium
Medium
High
High
Medium
Low
Medium
Medium
High
High
Medium
Medium
Medium
Low
High
Medium
Medium
High
Medium
Medium
High
Medium
Medium
Low
High
High
Spendings
336
707
800
332
750
725
500
459
429
749
486
420
606
615
566
763
459
466
869
639
899
582
649
497
902
585
465
612
809
627
750
796
485
353
908
434
Customer
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
Gender
Female
Male
Male
Female
Female
Female
Male
Female
Male
Male
Female
Male
Male
Female
Female
Male
Male
Female
Male
Male
Male
Female
Male
Male
Male
Male
Female
Female
Male
Female
Female
Male
Female
Female
Age
Older
Middle
Middle
Middle
Middle
Middle
Middle
Middle
Middle
Older
Older
Middle
Middle
Young
Middle
Middle
Young
Young
Middle
Middle
Middle
Older
Young
Young
Young
Middle
Young
Young
Middle
Young
Middle
Young
Middle
Middle
Marinal
Status
Divorsed
Married
Married
Married
Divorsed
Married
Divorsed
Single
Divorsed
Married
Married
Married
Single
Married
Single
Married
Single
Married
Married
Married
Married
Divorsed
Married
Married
Single
Single
Married
Married
Married
Divorsed
Married
Married
Married
Married
Family
size
4
3
2
3
4
1
2
2
1
2
5
3
3
2
1
4
2
3
2
2
3
5
2
5
3
2
3
4
4
2
2
3
1
2
Income,
$’000
Spendings
22
734
26
469
40
348
39
540
41
665
31
192
96
458
111
484
42
228
52
488
92
978
64
534
28
469
93
535
122
339
103
750
30
375
121
700
55
399
39
389
56
520
66
936
126
571
61
890
72
630
64
420
107
664
37
741
48
684
93
525
89
477
39
548
42
201
76
438
Company
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
Size
Small
Small
Large
Medium
Large
Large
Medium
Medium
Large
Large
Large
Large
Medium
Large
Medium
Medium
Medium
Medium
Medium
Small
Medium
Medium
Small
Large
Assets
Liabilities
Current
Fixed
Current Long-term Net profit
Sales
127
14
56
10.3
11
46.3
123
11.3
49
10.8
13
43.6
158
10.3
82
12
18
61.3
141
10.6
60
10.9
13
50.3
157
13.1
96
12.1
11
64.3
160
11.2
81
11.8
11
62.1
141
10.9
63
11.7
19
52.3
140
13.4
76
11.3
18
53
151
13
82
11.6
10
58.4
149
9.4
89
11.8
14
60
154
9.1
92
12.3
13
61.1
153
12.7
89
12.6
20
59.9
138
11.7
62
11.8
14
50.7
172
12.8
84
12.2
13
65.6
148
10.5
71
10.9
13
56.3
137
11.9
60
11.7
19
50.3
148
13.3
75
11.3
14
57.2
131
10.4
65
10.9
10
49.4
153
12.3
78
10.9
20
58.2
120
12.1
47
11.1
13
41.3
149
10.4
66
11
20
54.8
140
9.4
62
11.9
17
50.1
127
13.4
46
10.3
11
42.9
159
13.5
92
11.6
14
63.9
User
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
Price per
night
Medium
High
Medium
Medium
Medium
Medium
Medium
Medium
Low
Medium
High
Medium
Medium
High
Medium
Medium
Medium
Medium
Medium
Medium
Medium
Low
Medium
High
Medium
Low
Low
High
Check-in
1
4
5
0
1
2
5
3
1
1
2
4
1
5
1
4
2
5
1
4
4
4
4
2
4
5
4
4
Service
Room
Dining
5
1
1
2
2
1
4
1
0
3
4
0
3
5
2
2
1
3
5
3
0
2
5
3
2
2
3
3
Exterior
5
1
5
5
0
5
3
2
1
2
0
4
3
2
2
5
2
0
3
2
2
5
4
2
0
1
2
2
1
1
5
2
4
4
5
2
1
4
2
5
0
0
2
1
5
2
0
1
2
5
2
1
0
0
0
2
Condition
Lobby
3
4
5
0
0
1
1
1
0
1
1
1
1
3
4
5
4
5
1
5
1
4
0
5
5
0
3
1
Room
1
2
2
4
3
2
2
5
0
2
0
0
4
4
5
1
2
0
2
4
2
4
0
4
0
2
1
3
Overall
satisfaction
47
46
70
48
31
57
73
41
12
41
35
42
38
67
65
60
51
47
31
70
44
79
47
57
36
31
42
48
Customer
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
Gender
Male
Male
Male
Female
Female
Female
Male
Male
Female
Male
Male
Male
Male
Female
Male
Male
Female
Male
Male
Female
Male
Male
Male
Female
Female
Male
Female
Male
Male
Male
Male
Male
Male
Female
Female
Female
Age
49
55
63
34
37
64
37
23
42
39
66
48
64
20
60
36
33
36
21
23
47
54
57
54
32
56
37
60
64
57
21
43
50
20
27
44
Marinal
Status
Single
Single
Single
Divorsed
Single
Married
Married
Married
Married
Divorsed
Married
Married
Married
Divorsed
Married
Married
Married
Divorsed
Single
Single
Divorsed
Divorsed
Divorsed
Married
Married
Married
Married
Married
Married
Married
Married
Married
Divorsed
Married
Married
Married
Family
size
3
3
4
1
1
2
5
2
2
1
4
4
3
1
3
4
3
4
4
4
2
4
4
2
2
4
4
1
1
1
1
4
5
3
3
3
Income
High
Low
Medium
Medium
Medium
High
High
High
Medium
Low
High
Low
High
Medium
Medium
Medium
Low
Low
Medium
Medium
Medium
High
High
Medium
Medium
Medium
Medium
Medium
Medium
Low
Low
Medium
Medium
Low
Medium
High
Spendings
651
420
641
315
296
512
921
571
399
148
745
560
637
325
527
678
413
545
698
694
411
763
764
415
443
643
669
273
256
156
203
694
810
460
547
674
Employee
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
Gender
Female
Male
Male
Male
Male
Female
Male
Male
Male
Male
Male
Male
Female
Male
Female
Female
Male
Male
Female
Female
Female
Male
Male
Female
Male
Male
Female
Male
Female
Male
Female
Female
Male
Female
Age
63
25
34
62
45
51
50
44
46
30
33
59
40
28
50
49
54
63
61
29
41
61
54
27
55
65
42
23
54
21
38
63
37
33
Years at
company Question 1
Question 2
Question 3
35
2
3
2
1
1
2
3
0
4
4
2
0
3
5
2
12
1
2
3
26
3
5
3
4
2
1
5
8
5
5
4
11
2
5
3
8
2
3
4
7
3
2
2
32
3
4
2
6
2
2
2
3
2
5
3
4
3
2
2
24
2
1
2
0
1
2
5
36
2
5
2
13
3
3
3
2
1
2
5
15
3
1
5
21
1
5
5
14
2
4
2
2
3
1
5
11
2
2
2
0
3
2
5
13
3
1
3
1
1
4
3
0
4
1
5
0
1
2
1
3
5
2
2
27
1
3
4
5
2
3
2
10
5
2
2
User
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
Price per
night
Low
Medium
High
Low
Low
Medium
Medium
Medium
Medium
Low
Medium
Medium
Low
Medium
Medium
Medium
Medium
Low
Medium
Low
Medium
Medium
Medium
Medium
Medium
Low
High
Medium
Medium
Medium
Medium
High
Low
Low
High
Check-in
0
2
1
3
5
0
1
4
2
4
0
0
1
3
3
0
3
2
2
0
3
0
1
1
4
3
0
4
1
2
0
0
1
1
0
Service
Room
Dining
3
0
3
1
1
0
1
2
5
0
2
0
4
1
1
5
0
0
4
4
4
5
0
1
2
1
1
2
0
3
5
0
3
3
0
Exterior
3
5
3
2
4
2
2
5
2
2
1
0
4
5
2
1
5
5
0
5
5
3
3
5
0
2
2
5
4
0
5
0
1
0
2
2
1
2
1
3
2
0
1
1
2
0
2
0
0
0
2
3
2
2
2
3
4
0
0
0
3
3
2
2
5
1
5
3
0
2
Condition
Lobby
1
0
2
1
5
0
1
4
0
3
0
0
5
0
5
0
2
2
5
2
2
5
0
4
1
4
0
0
4
1
0
0
2
0
1
Room
2
4
5
2
4
0
2
2
4
0
3
1
1
3
3
0
0
3
0
2
4
2
3
2
3
4
0
2
5
2
2
3
2
2
4
Overall
satisfaction
38
53
58
45
84
22
14
64
59
52
31
1
63
40
39
21
43
47
41
52
81
63
18
42
40
69
15
61
49
54
50
24
43
28
33
Employee Team size
1
14
2
8
3
12
4
14
5
16
6
18
7
23
8
16
9
14
10
21
11
15
12
11
13
15
14
18
15
14
16
8
17
13
18
25
19
27
20
24
21
18
22
8
23
8
24
8
25
8
26
27
27
11
28
17
29
15
30
27
31
19
32
24
33
14
34
27
35
27
36
22
Project
length
40
33
31
27
55
32
21
13
39
28
47
30
15
58
37
49
16
46
50
57
49
13
43
57
7
52
29
9
16
40
10
47
13
8
30
54
Project
budget
Medium
Low
Low
Medium
Medium
Low
Medium
Medium
High
Low
Low
Medium
Medium
Medium
Low
High
Medium
Medium
Low
Medium
Medium
Low
Medium
Medium
Low
Low
Low
Low
Medium
Medium
High
Low
Medium
Medium
High
Medium
Question 1 Question 2 Question 3
3
2
1
4
3
2
2
1
1
4
2
2
5
3
2
5
2
2
5
2
2
5
1
2
2
2
4
5
4
3
1
2
1
2
2
3
3
1
2
2
1
2
5
1
1
5
1
2
4
1
1
5
2
5
2
4
1
2
3
4
4
1
4
4
3
2
5
2
2
4
2
5
2
5
1
2
4
2
4
2
3
3
1
4
5
3
4
1
2
1
4
5
2
2
2
1
5
5
3
4
2
3
3
2
3
5
2
4
Month
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
Sales
85
87
105
91
87
95
102
121
103
107
113
99
111
112
115
124
108
123
124
134
140
127
134
126
Assets
Liabilities
Current
Fixed
Current Long-term Net profit
12.4
48
11
14
21.8
16.9
49
11.1
14
22.5
15.7
47
10.8
15
28.2
15.7
46
11.9
19
22.3
13.9
52
10.9
17
22.1
14.9
46
11.5
14
25.5
18
55
12.6
13
27.2
12.2
51
11.7
11
32.7
15
53
11.9
17
26.9
11
50
10.1
13
28.3
15.6
52
10.9
12
30.2
12.6
51
10.3
19
26
14.9
45
12.1
13
30.8
14
55
10.5
13
30.5
13.7
45
10.8
10
30.5
13.7
46
10.7
17
34.1
17.9
47
12.4
18
29.9
13.4
48
11.3
19
34.2
18.1
46
12.6
10
35
12
45
11
13
38.1
10.2
45
10.8
16
39.5
13.7
45
11.2
16
36.1
12
49
11.7
16
38.4
13.2
46
10.6
14
34
Inventory
Medium
Medium
Medium
High
Medium
Medium
High
Medium
High
Low
Medium
Low
High
Low
Medium
Low
High
Medium
High
Low
Low
Medium
Medium
Low
Company
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
Size
Small
Small
Medium
Small
Large
Medium
Medium
Medium
Small
Small
Large
Medium
Large
Large
Large
Medium
Large
Medium
Large
Medium
Large
Medium
Large
Small
Assets
Liabilities
Current
Fixed
Current Long-term Net profit
Sales
118
11.7
56
11
15
41.9
121
9.8
60
10.3
20
44.8
139
12.3
69
11.1
16
53
112
9.2
60
10.7
15
40.6
161
11.7
82
12.4
11
61.8
145
9.5
71
10.8
20
55.1
133
11.3
65
11.7
15
49.3
162
9
69
11.6
19
59
122
13.4
44
10.8
19
41.8
124
12.9
43
10.9
14
42.2
160
11.1
86
12.1
14
62.6
145
9.4
76
11.8
12
55.8
163
12
89
12.1
16
63.1
165
10…
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