Data to Knowledge

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CopyofCTU_BADA_Dataset.xlsx

Section 2

Corporate Sales & Operations Dept. Data 2017
Order Dept Area Month # of Employees Labor Costs # of Process Transactions # Process Errors Error Repair Cost Utility Costs Facility Costs Supply Costs Raw Material Costs Shipping Costs T & E Revenue
1 999 Sales 1 50 500,000.00 100 10 15,000.00 500.00 50,000.00 200.00 0.00 0.00 6,000.00 1,300,000.00
2 999 Sales 2 50 500,000.00 100 1 20,000.00 500.00 50,000.00 220.00 0.00 0.00 7,500.00 1,300,000.00
3 999 Sales 3 50 500,000.00 100 1 2,050.00 500.00 50,000.00 200.00 0.00 0.00 7,500.00 1,300,000.00
4 999 Sales 4 50 500,000.00 190 1 1,000.00 400.00 50,000.00 240.00 0.00 0.00 8,000.00 300,000.00
5 999 Sales 5 50 500,000.00 200 25 1,000,000.00 400.00 50,000.00 600.00 0.00 0.00 20,000.00 26.000.000.00
6 999 Sales 6 50 500,000.00 700 10 300.00 800.00 50,000.00 250.00 0.00 0.00 7,000.00 1,300,000.00
7 999 Sales 7 50 500,000.00 705 10 45,000.00 800.00 50,000.00 120.00 0.00 0.00 7,000.00 12,300,000.00
8 999 Sales 8 50 500,000.00 200 5 1,500.00 800.00 50,000.00 160.00 0.00 0.00 12,000.00 1,300,000.00
9 999 Sales 9 50 500,000.00 200 40 1,200.00 400.00 50,000.00 200.00 0.00 0.00 10,000.00 1,300,000.00
10 999 Sales 10 50 500,000.00 250 1 1,400.00 500.00 50,000.00 200.00 0.00 0.00 4,000.00 1,300,000.00
11 999 Sales 11 50 500,000.00 400 40 1,200,000.00 500.00 50,000.00 200.00 0.00 0.00 8,000.00 28,000,000.00
12 999 Sales 12 50 500,000.00 50 1 2,800.00 500.00 50,000.00 1,200.00 0.00 0.00 13,000.00 1,300,000.00
13 999 Marketing 1 60 240,000.00 1500 5 5,000.00 500.00 35,000.00 100.00 0.00 0.00 4,000.00 1,200,000.00
14 999 Marketing 2 60 240,000.00 1500 5 5,000.00 500.00 35,000.00 100.00 0.00 0.00 6,000.00 1,200,000.00
15 999 Marketing 3 60 240,000.00 1500 5 5,000.00 500.00 35,000.00 100.00 0.00 0.00 6,500.00 1,200,000.00
16 999 Marketing 4 60 240,000.00 1500 5 5,000.00 400.00 35,000.00 100.00 0.00 0.00 8,000.00 1,200,000.00
17 999 Marketing 5 60 240,000.00 1500 5 5,000.00 400.00 35,000.00 100.00 0.00 0.00 22,000.00 1,200,000.00
18 999 Marketing 6 60 240,000.00 1500 5 5,000.00 800.00 35,000.00 100.00 0.00 0.00 6,500.00 1,200,000.00
19 999 Marketing 7 60 240,000.00 1500 5 5,000.00 800.00 35,000.00 100.00 0.00 0.00 6,525.00 1,200,000.00
20 999 Marketing 8 60 240,000.00 1500 5 5,000.00 800.00 35,000.00 100.00 0.00 0.00 11,000.00 1,200,000.00
21 999 Marketing 9 60 240,000.00 1500 5 5,000.00 400.00 35,000.00 100.00 0.00 0.00 10,000.00 1,200,000.00
22 999 Marketing 10 60 240,000.00 1500 5 5,000.00 500.00 35,000.00 100.00 0.00 0.00 11,000.00 1,200,000.00
23 999 Marketing 11 60 240,000.00 1500 5 5,000.00 500.00 35,000.00 100.00 0.00 0.00 20,000.00 1,200,000.00
24 999 Marketing 12 60 240,000.00 1500 5 5,000.00 500.00 35,000.00 100.00 0.00 0.00 12,000.00 1,200,000.00
25 999 Product Mgmt 1 55 275,000.00 2000 0 0.00 500.00 40,000.00 100.00 0.00 0.00 1,500.00 1,500,000.00
26 999 Product Mgmt 2 55 275,000.00 2500 0 0.00 500.00 40,000.00 100.00 0.00 0.00 1,200.00 1,500,000.00
27 999 Product Mgmt 3 55 275,000.00 2000 0 0.00 500.00 40,000.00 100.00 0.00 0.00 1,000.00 1,500,000.00
28 999 Product Mgmt 4 55 275,000.00 3000 0 0.00 400.00 40,000.00 100.00 0.00 0.00 17,000.00 1,500,000.00
29 999 Product Mgmt 5 55 275,000.00 4000 0 0.00 400.00 40,000.00 100.00 0.00 0.00 2,000.00 1,500,000.00
30 999 Product Mgmt 6 55 275,000.00 3000 8 40.00 800.00 40,000.00 100.00 0.00 0.00 4,000.00 1,500,000.00
31 999 Product Mgmt 7 55 275,000.00 2800 7 35.00 800.00 40,000.00 100.00 0.00 0.00 3,000.00 1,500,000.00
32 999 Product Mgmt 8 55 275,000.00 2900 10 50.00 800.00 40,000.00 100.00 0.00 0.00 1,000.00 1,500,000.00
33 999 Product Mgmt 9 55 275,000.00 3000 0 0.00 400.00 40,000.00 100.00 0.00 0.00 1,000.00 1,500,000.00
34 999 Product Mgmt 10 55 275,000.00 3100 0 0.00 500.00 40,000.00 100.00 0.00 0.00 1,000.00 1,500,000.00
35 999 Product Mgmt 11 55 275,000.00 2000 10 50.00 500.00 40,000.00 100.00 0.00 0.00 1,000.00 1,500,000.00
36 999 Product Mgmt 12 55 275,000.00 1000 10 50.00 500.00 40,000.00 100.00 0.00 0.00 1,900.00 1,500,000.00
37 999 Order Process 1 40 180,000.00 150,000 5 10.00 500.00 20,000.00 100.00 20,000.00 120.00 500.00 0.00
38 999 Order Process 2 40 180,000.00 165,000 4 8.00 500.00 20,000.00 100.00 21,000.00 120.00 500.00 0.00
39 999 Order Process 3 40 180,000.00 180,000 0 0.00 500.00 20,000.00 100.00 21,000.00 120.00 500.00 0.00
40 999 Order Process 4 40 180,000.00 185,000 0 0.00 400.00 20,000.00 100.00 22,000.00 120.00 500.00 0.00
41 999 Order Process 5 40 180,000.00 190,000 0 0.00 400.00 20,000.00 100.00 22,000.00 120.00 500.00 0.00
42 999 Order Process 6 40 180,000.00 200,000 0 0.00 800.00 20,000.00 100.00 15,000.00 120.00 500.00 0.00
43 999 Order Process 7 40 180,000.00 210,000 0 0.00 800.00 20,000.00 100.00 15,000.00 120.00 500.00 0.00
44 999 Order Process 8 40 180,000.00 180,000 0 0.00 800.00 20,000.00 100.00 21,000.00 120.00 500.00 0.00
45 999 Order Process 9 40 180,000.00 190,000 0 0.00 400.00 20,000.00 100.00 22,000.00 120.00 500.00 0.00
46 999 Order Process 10 40 180,000.00 200,000 7 14.00 500.00 20,000.00 100.00 15,000.00 120.00 500.00 0.00
47 999 Order Process 11 40 180,000.00 210,000 6 12.00 500.00 20,000.00 100.00 15,000.00 120.00 500.00 0.00
48 999 Order Process 12 40 180,000.00 220,000 5 10.00 500.00 20,000.00 100.00 15,000.00 120.00 500.00 0.00
49 999 Trans. Process 1 30 120,000.00 300,000 0 0.00 500.00 20,000.00 70.00 15,000.00 120.00 500.00 0.00
50 999 Trans. Process 2 30 120,000.00 300,000 0 0.00 500.00 20,000.00 70.00 15,000.00 120.00 500.00 0.00
51 999 Trans. Process 3 30 120,000.00 320,000 0 0.00 500.00 20,000.00 70.00 15,000.00 120.00 500.00 0.00
52 999 Trans. Process 4 30 120,000.00 310,000 0 0.00 400.00 20,000.00 70.00 15,000.00 120.00 500.00 0.00
53 999 Trans. Process 5 30 120,000.00 280,000 0 0.00 400.00 20,000.00 70.00 15,000.00 120.00 500.00 0.00
54 999 Trans. Process 6 30 120,000.00 500,000 0 0.00 800.00 20,000.00 70.00 15,000.00 120.00 500.00 0.00
55 999 Trans. Process 7 30 120,000.00 480,000 0 0.00 800.00 20,000.00 70.00 15,000.00 120.00 500.00 0.00
56 999 Trans. Process 8 30 120,000.00 400,000 0 0.00 800.00 20,000.00 70.00 15,000.00 120.00 500.00 0.00
57 999 Trans. Process 9 30 120,000.00 300,000 0 0.00 400.00 20,000.00 70.00 15,000.00 120.00 500.00 0.00
58 999 Trans. Process 10 30 120,000.00 350,000 0 0.00 500.00 20,000.00 70.00 15,000.00 120.00 500.00 0.00
59 999 Trans. Process 11 30 120,000.00 500,000 0 0.00 500.00 20,000.00 70.00 15,000.00 120.00 500.00 0.00
60 999 Trans. Process 12 30 120,000.00 200,000 0 0.00 500.00 20,000.00 70.00 15,000.00 120.00 500.00 0.00
Assumptions About the Data and Work Functions Areas
Sales
1. Sales, Marketing and Product Areas - Employees primarily have offices on higher floors in the building Marketing
2. Processing Areas work on the open floors - lower in the building where there is lower rent Product Management
3. Thinking like a true Six Sigma person, identify the % of errors and what could be possible causes of the errors Order Processing
4. Your Management would like to see pictures, graphs, trends and explanations for your choices Transaction Processing
5. Think about the types of errors that might occur in certain areas and why are some more costly
6. What is your Hypothesis - Just by eyeballing the data?
7. Accept or Reject Hypothesis based on data
8. All areas above are in the same department but the areas have distinct functions. Some have Profit Centers and others have just Cost Centers. What does that mean?
9. Consider the monthly salary per employee
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