Managing supply chain challenges during pandemic
Please read and understand both word and excel sheets attached. I need calculations on excel sheet. Also, attached a screenshot that shows grading criteria.
- Identify other risk domains and factors contributing to the risk domains based on the available supplier data. Develop a comprehensive risk scoring methodology and identify suppliers that pose the most risk
- Estimate the change in the inventory position to understand the working capital impact in one of the most critical plants in Switzerland, GlasWork.
- Identify the capacity constraint for Fabricadas, the new facilities in Chicago, due to the sudden increase in demand for their products in the US.
- Provide recommendations on how it should meet the increase in demand for these products. Explain why the Plant Manager feels the capacity is inadequate and why the VP Operations feels the capacity is enough.
To explain mostly calculations are a must. Also you need to give a creative solution for the supply chain to be more efficient and write a report for about 15 pages.
Textbook reference : Supply Chain Management (Sunil and Chopra).
Plagiarism freesupply chain management
Navigatingpandemic supply challenges
Company Background
MediCrystals Co. is a leading German pharmaceutical glass manufacturer offering a solution for the entire range of basic volume tubular glass parenteral packaging including ampoules, vials, cartridges and sterile pre-fillable syringes. They have multiple manufacturing plants in Europe, America and South-East Asia. MediCrystals has customers all over the world and supplies to over 120 countries.
Changing Landscape
MediCrystals Co. aims to provide pharma vials for Covid-19 vaccines to Payima Biotec (a global generic and specialty pharmaceutical and vaccine maker) and various other similar entities. They have signed agreements with major pharmaceutical firms to supply pharma glass products for the packaging of two billion doses of Covid-19 vaccines. The vaccine being developed currently can only be stored in glass vials. When the vaccine is approved, globally, manufacturers will struggle to source enough glass vials, syringes, and ampoules to bottle enough for the global immunization drive. MediCrystals manufactures over 8 billion pharma glass containers for drugs annually. There’s a glass shortage currently due to the sudden increase in demand for such products. Many of the suppliers being small and localized, MediCrystals needs to be sure that none of their suppliers are facing business continuity challenges due to the pandemic. Manufacturers globally are facing financial and operational challenges; the demand is unpredictable, and there are concerns related to shortages and stockouts.
Current Supply Chain Operations
VP Operations at MediCrystals has hired your team to leverage expertise around three critical areas her team has identified.
First, the Manager of Procurement and Sourcing team has heard from the CPO that some of the critical suppliers are facing operational challenges due to the pandemic. She thereby, intends to develop a high-level risk scoring methodology or rationale to score the suppliers and review mitigation activities currently in place. Based on the supplier data available, the Risk Compliance Manager has currently identified two risk domains – Finance, Regulatory. As part of the ‘Regulatory’ risk domain, she intends to score each supplier based on the risk factors – Labor unrests, and Environmental incidents. She wants your team to identify other risk domains and factors contributing to the risk domains based on the available supplier data. She wants your team to develop a comprehensive risk scoring methodology and identify suppliers that pose the most risk.
The marketing team has gathered insights regarding the anticipated demand trend for various SKUs based on their product families. Your team as part of this project, has been requested to estimate the change in the inventory position to understand the working capital impact in one of the most critical plants in Switzerland, GlasWork. Based on the marketing insights gathered, she also wants to understand the potential obsolete inventory that they currently have.
And the third area of concern is to identify if there is any capacity constraint for Fabricadas, the new facilities in Chicago, due to the sudden increase in demand for their products in the US. The Plant Controller feels the current capacity is not adequate to meet his forecasted demand. However, the VP Operations for MediCrystals is certain that there is enough capacity to meet the requirements. Your team needs to evaluate if there is genuinely a capacity constraint for Fabricadas and provide recommendations on how to maximize utilization to meet the demand at current capacity. Based on the operations of MediCrystals, provide recommendations on how it should meet the increase in demand for these products. Explain why the Plant Manager feels the capacity is inadequate and why the VP Operations feels the capacity is enough.
The products are needed for vaccines for other diseases, too. Glass vials are very hard and time-consuming to make. Sometimes, they take months for the manufacturing process. Even though coronavirus is the most pressing health issues in the world, MediCrystals wants to maintain a supply of their products for other critical vaccines which cannot be distorted for Covid-19 vaccine vials supply.
> of Content
main areas: Supplier Risk, Inventory Data, Capacity Constraint. The data sets in the exhibit are distinct and will provide different insights, which may or may not be codependent among each other.
ame
– Name of the supplier – Location of the supplier warehouse from which the product is supplied to MediCrystals – Revenue of the suppliers for F 1 – Cash flow from Operations reported by the supplier in their annual financial statements – Credit rating provided by D&B – Supplier On-time delivery (S-OTD) performance for the past months -“Y” – if the supplier is the only qualified source of supply for the product; “N” – if alternate suppliers are available to supply the product – “Y” – if the supplier owns an IP for the product supplied and “N” if the supplier doesn’t own any IP – Internal scoring done for each supplier by MediCrystals assessing supplier’s systems & Data security on a scale of 0- (10 indicates excellent systems & data security and 0 indicates very poor systems & data security) – “Y” indicates if the supplier has faced any environmental incidents in the past 12 months. “N” if no environmental incidents have been faced by the supplier in the past 12 months.
– Price of each unit of SKU – Total stock on-hand as of th Sep’20 – Anticipated APU trend provided by marketing (e.g. 0% indicates %
increase in APU consumption) – Demand Coefficient of variance for the past 12 months – Lead time in days to procure the SKU % tables with data related to demand for the products from Fabricadas. The first table has the demand projections for the year 0, starting from Q3 of 2020 to Q2 of 20 for each product in units of lots of each product manufactured in a single quarter. , Tubular and Glass . Each product has it’s own separate movement through the manufacturing chain which is shown in the figure of this sheet. Data Exhibit-1 Environmental Incidents ,0 M
000000
3 1
Y N 9 Y N , 3M
0
3 5
N N 8 N N M
3 000
3 3
N N 8 N N 7M
000
2 0.9 N N 9 N N ,7 M
6
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1 Y Y 10 Y Y China 3M
0000
4 Y Y 7 N N US M
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2 8
Y N 10 N N 000
4 Y Y 7 N N M
5000
3 N N 8 N Y 7 00
3 N N 5 N N US 5 Y Y 7 N N India M
03 0
00
2 N N 8 N N Data Exhibit-2 APU Trend S-OTD Demand variability (COV) Lead Time (days) 2
34 7
6
23 9
12 3
12 6
12 8
21 54
8 4
0.7 9
15 5 8
%
0.8 15 9 7
12 1
37 10 1 16 14 9
50% 0.77 23 20
7 50% 0.77 0.9 21 8 ,000
-40% 0.8 12 17
98 10 0.77 3
16 18 0
8
23 26
21 18 %
0.77 11 3 8 9
20% 0.77 1.8 31 7 122 -20% 0.77 8
31 38
17 0.77 1.1 841
37 2
10 120% 0.77 13 74
34 10 -10% 0.8 21 28 10 -40% 0.77 12 0
15 10 -40% 0.77 16 9 59 10 120% 0.77 12 18 603 10 -20% 0.77 1 81 20 10 50% 0.77 1.54 21 5
22 10 -20% 0.77 16 7 90 10 120% 0.77 16 61
10 18 40% 0.77 62 14
13 10 120% 0.77 4
19 10 120% 0.77 31 46 10 %
0.77 81 7
6 10 -40% 0.77 23 12 18 20% 0.77 61 24 10 60% 0.77 11 4
12 10 60% 0.77 0.92 81 7
22 10 40% 0.77 62 10
23 10 40% 21 7 239 10 60% 0.77 41 92
13 18 60% 0.77 21 95
23 10 0.77 21 16
26 10 20% 0.77 11 6
21 74 10 -10% 0.75 0.75 11 15 42 -10% 0.77 9
6 34 -60% 0.77 82 19 10 0.77 0.78 31 41
26 10 50% 0.77 1.28 62 9
15 18 50% 0.77 1.06 62 4
8 18 1 8
21 98
11 18 -20% 1 41 50 10 -40% 1 1 71 8 18 80% 1 0.8 41 6 18 150% 1 41 8
5 34 10 50% 1 16 3
6 26 120% 1 23 36
7 34 0.75 61 99
95 10 40% 1 1.04 11 4
8 10 -70% 0.81 0.8 11 5 81 10 120% 1 41 4
5 18 120% 1 0.8 41 7
6 10 150% 1.6 4
5 10 -60% 1 0.86 61 9
10 10 20% 1 21 1
8 10 -60% 0.81 1.04 66 16
8 10 -40% 1 1.95 11 51
11 18 -20% 1 1.95 30 72
13 69 10 80% 1 1.2 11 6 10 150% 0.88 61 7
5 116 10 150% 0.75 29 5 57 10 40% 0.77 1.5 16 05
30 58 -40% 0.77 11 9
10 -60% 0.77 0.82 16 01
8 138 120% 0.77 0.82 11 19
41 18 -40% 0.77 30 9 82 -40% 0.77 93 14 42 120% 0.77 61 20 26 50% 0.77 2 11 8 130 40% 0.77 0.75 11 6 120% 0.77 1.3 27 26 240 18 40% 0.77 11 16
10 -40% 0.77 11 6 42 120% 0.77 1.28 16 26 261 18 120% 0.77 1.28 11 9
9 26 20% 0.77 1.28 22 5 10 50% 0.77 1.15 7 123 42 120% 0.77 0.79 11 79
19 10 -40% 0.77 51 5 61 18 40% 0.77 0.8 16 7
5 52 18 150% 0.77 1.04 11 0
7 10 -40% 0.77 0.97 21 9
6 45 18 80% 0.77 0.77 11 7 18 -60% 0.77 11 5 28 10 120% 0.77 1 11 67
6 64 18 50% 0.77 16 5 34 150% 0.77 1.28 68 13 10 80% 0.77 0.77 43 7
6 95 10 80% 0.77 0.78 42 7
7 18 20% 0.77 0.83 43 5 10 40% 0.77 1.32 50 0
5 57 10 20% 0.77 22 9
21 122 120% 1 0.82 60 6 34 120% 0.82 1.8 40 04
11 122 -40% 1 261 17 18 -20% 1 1.02 36
26 42 -40% 1 60 7 106 -10% 1 1 22 2
20 34 50% 1 1.8 40 9
54 10 -70% 1 70 41
8 26 40% 0.88 0.79 10 120% 1 45 7 500 26 80% 1 1.23 50 14 786 26 -10% 1 1.15 40 9
7 42 40% 1 60 11 330 26 120% 0.75 0.94 29 5 355 98 150% 1 1.47 11 61
20 10 -40% 1 0.86 16 08
29 10 -40% 1 16 21 42 20% 1 11 32 968 10 20% 1 51 0
10 18 50% 1 100 10 18 20% 1 60 5
53 10 120% 0.8 60
10 -40% 1 1.09 44 6 10 150% 1 1.4 100 10 10 -60% 1 95 1
6 154 10 0.9 0.99 60 13 10 -70% 0.82 1.15 30 16 10 -40% 0.82 60 56
92 10 40% 1 1.28 60 80
14 10 40% 0.88 0.8 100 59 10 120% 1 0.77 200 58 10 -20% 1 1.07 29 30 10 80% 1 1.33 120 190 10 -40% 1 1.29 70 11 159 10 20% 1 1.72 20 6 133 18 50% 0.75 0.95 29 59
10 20% 1 10 50% 0.82 0.94 26 8
25 10 -70% 0.88 1.06 30 21 10 -60% 1 80 6 10 -40% 0.75 1.23 60 16 18 -40% 1 0.82 12 12 18 50% 0.8 6
26 8
72 18 40% 1 0.92 12 11
71 10 120% 1 1 35 8
79 10 80% 1 0.96 130 8 18 80% 1 0.74 60 26 -40% 1 0.81 60 10 -20% 0.82 1.07 35 145 18 -40% 1 0.78 40 8
26 1,041 42 50% 1 40 56 18 -40% 1 12 0
137 26 150% 1 0.92 190 65
268 26 120% 1 1 26 139 10 120% 1 60 6
10 -10% 1 0.87 90 7
13 91 18 -40% 1 0.87 11 1
11 18 20% 1 0.88 40 28
20 26 120% 0.8 45 7 260 34 20% 0.8 0.94 25 9 10 20% 1 1 70 27 18 -40% 1 1.32 26 77 34 -40% 1 0.72 12 7 42 60% 1 145 62 18 -60% 1 55 24 42 40% 1 290 139 26 120% 0.83 0.85 20 144 26 60% 1 1.14 75 64
57 34 50% 0.87 0.8 70 23 34 120% 0.82 0.77 85 27
6 50 80% 0.82 60 06
7 50 -20% 0.88 0.81 133 73 18 120% 1 0.85 45 2
28 34 120% 1 60 4
36 18 20% 1 0.92 40 6 267 18 150% 0.82 1.02 50 5 58 -70% 0.72 1.02 60 13 26 -20% 1 1.14 60 5
41 18 50% 1 1.3 45 29 26 50% 0.85 1 47 81 34 -60% 0.71 0.77 46 64
22 26 150% 0.75 0.94 60 5
362 34 -60% 1 0.96 0
130 18 50% 1 120 90
26 66 -20% 0.82 0.85 100 22 66 50% 1 1.32 60 37
6 26 50% 1 0.94 139 34 80% 0.8 0.87 14 17 26 -70% 0.8 0.73 28 71
53 42 -10% 1 1.06 16 201 34 120% 1 1.14 28 8 82 -70% 1 28 66 80% 1 0.9 31 2
70 50 120% 1 0.79 31 29 50 -70% 1 0.72 21 41 34 120% 1 0.97 29 8
6 74 50% 0.8 0.93 31 8
195 58 120% 0.75 0.73 31 69
18 900 58 150% 0.92 0.96 19 05
8 58 20% 0.82 1.47 31 23 122 120% 1 1.06 31 8
66 -40% 1 1.23 31 6
33 66 20% 0.82 1.04 31 4
9 1,043 58 40% 0.92 0.8 50 6 34 -60% 1 0.73 17 6 50% 1 1.13 25 9 58 -40% 0.81 0.95 15 12 98 50% 1 0.98 23 10 138 -10% 1 0.73 31 7 90 -60% 1 1.47 25 57 66 80% 1 0.73 28 46 74 120% 1 0.95 31 16 275 10 -40% 1 31 34 106 60% 1 0.86 31 89 90 120% 0.82 1.2 23 94
7 1,032 138 -10% 1 0.7 28 19 162 150% 1 0.79 23 677 90 40% 1 0.79 74 06
41 146 50% 1 0.79 27 622 74 -40% 1 0.72 22 7
613 82 150% 1 0.81 16 23 942 58 20% 1 0.86 17 61
26 138 40% 1 1.06 31 23 138 80% 0.83 22 9 487 82 120% 1 0.76 20 3
8 80% 1 1.12 20 7
21 106 20% 0.82 0.98 23 40 220 -40% 1 0.76 22 19 66 120% 1 20 6 114 80% 1 0.8 25 7
770 122 -60% 1 0.71 31 79 122 150% 0.75 1.28 33 53 122 -20% 1 1.58 28 95
6 587 122 20% 1 0.88 20 29 114 40% 0.8 1.04 46 11 122 50% 1 1.23 22 20 130 150% 0.84 0.89 22 27 130 150% 1 0.72 22 4
11 106 20% 0.96 0.72 23 19 130 120% 1 1 31 321 130 80% 1 0.76 13 8 186 50% 1 0.83 22 9 130 120% 0.83 1.1 23 9 170 -40% 1 0.74 23 38 154 -40% 0.84 0.82 23 9 98 -40% 0.71 0.82 28 30 186 80% 1 1.47 20 7
10 597 90 -60% 1 0.73 20 6 106 20% 1 0.73 46 02
11 261 34 -40% 0.82 0.78 20 87
11 170 80% 1 0.73 20 3
41 66 -20% 1 0.9 13 76
25 146 -70% 1 0.82 33 21 178 150% 0.77 1.03 33 25 178 120% 0.82 0.74 31 11 138 -70% 1 0.8 31 8 178 50% 1 0.74 23 6 178 20% 0.82 31 17 212 60% 1 1.99 33 5 236 20% 1 0.72 45 5
12 170 20% 1 0.77 20 7 244 -20% 0.75 0.79 33 6 835 178 20% 0.85 1.23 13 9 146 40% 0.8 0.78 46 7
6 146 -40% 1 0.96 31 11 284 60% 1 0.87 33 5
5 1,050 178 -10% 0.75 1.34 23 13 268 20% 1 0.73 87 7
16 252 -40% 1 1.07 46 12 252 80% 1 0.73 20 31 260 150% 1 0.92 29 0
7 154 20% 1 0.95 23 9 300 -20% 0.82 12 6
10 106 80% 0.83 0.71 20 16 186 120% 1 1.31 33 13 220 120% 0.82 0.74 22 28 -20% 1 1.47 33 332 40% 0.82 0.96 33 8 40% 1 0.8 35 73 324 80% 0.72 0.81 23 03
21 252 40% 1 0.81 23 3
27 340 80% 0.83 0.75 60 7 1,700 252 80% 0.7 0.73 31 52
8 -20% 0.75 0.75 68 7
7 340 -20% 0.82 27 9 380 80% 0.83 46 3
10 268 120% 0.75 0.97 25 13
29 20% 1 0.95 35 8 308 -70% 1 0.73 35 76
14 80% 1 0.72 21 18 348 60% 1 1.29 31 17 284 150% 0.8 0.72 11 0
12 60% 1 0.93 46 1
6 845 260 -40% 1 0.89 11 5 252 -20% 0.75 0.96 11 13 60% 1 22 14 486 60% 1 0.73 17 4
17 268 60% 0.82 1.5 31 44 478 -60% 1 11 5 50% 1 1.47 18 63
7 462 120% 0.87 0.87 31 252 120% 0.82 1.54 23 5 220 20% 1 1.6 21 1
88 252 50% 1 31 566 20% 1 0.72 13 5
6 204 120% 1 1.27 25 10 300 150% 1 0.72 33 12 -60% 0.71 0.88 22 09
38 462 -10% 0.71 3
33 93
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35 40 470 -70% 1 35 7 308 20% 0.75 0.74 33 7 430 150% 1 33 11 -60% 0.71 1.6 38 7 80% 0.85 0.25 27 5 494 20% 1 6
33 7
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83 648 150% 1 35 7 80% 1 20 8 526 120% 0.8 0.89 14 6 574 50% 1 70 26 40% 1 0.25 33 6 364 20% 1 1.39 17 4
6 80% 1 1.43 16 9
81 542 -60% 0.82 0.86 33 9
9 972 20% 0.82 1.07 62 26 744 50% 1 31 6 574 120% 1 0.78 12 27 20% 1 12 7 744 -20% 0.75 29 57
21 616 40% 1 23 5
16 170 80% 0.82 0.98 35 9
14 656 -20% 0.9 53 40
14 810 50% 1 23 7
7 60% 0.82 27 6 858 -60% 0.82 4
27 9 120% 1 0.21 35 6 946 80% 1 0.88 27 2
22 954 150% 1 13 21 996 -40% 0.82 33 31 826 -60% 1 42 2
7 890 120% 0.75 0.73 46 7 150% 1 0.86 11 14 -20% 1 1.41 35 26 752 80% 0.9 33 7 1416 -40% 1 0.82 29 7 526 150% 0.82 0.86 11 75
10 150% 1 1.13 33 22 150% 0.71 33 9 -40% 1 0.64 11 04
26 120% 1 0.74 13 5 120% 1 0.58 22 6 120% 1 27 6 1,130 972 40% 1 13 4
21 672 150% 1 0.7 25 6 890 60% 0.83 0.6 27 74
6 874 -40% 0.85 0.78 33 10 60% 1 0.98 22 6 8
80% 1 0.78 21 7 1480 -70% 1 0.73 31 7 1270 -70% 1 0.55 33 6 -60% 0.82 0.52 33 10 1270 80% 0.82 24 10 40% 1 33 23 50% 0.75 27 5
6 494 -40% 1 0.93 33 47
6 0
50% 1 0.63 12 12 120% 1 85 9
7 -40% 0.75 0.91 25 8 20% 0.88 75 16 -70% 0.71 0.62 33 676 80% 0.77 13 8 8
40% 1 1.49 27 9
8 4,386 120% 1 11 32 150% 0.82 13 7 4
-40% 1 0.88 11 17 80% 1 0.5 13 35 120% 1 35 7 -40% 1 0.88 13 0
36 1950 80% 1 0.81 33 7 40% 0.75 12 19
9 150% 1 0.09 42 8 80% 1 1.1 12 7 -20% 0.85 1.04 23 80% 1 0.1 29 7 -20% 1 0.3 38 5 20% 0.8 0.26 40 8 50% 0.82 0.79 30 23 20% 0.75 0.32 80 5 120% 1 0.91 12 15 80% 0.87 0.34 122 9 50% 1 0.48 59 6 1408 50% 1 0.55 11 80% 0.76 12 17 -60% 0.75 20 6 2790 -40% 0.8 1.01 23 8 -60% 0.82 1.04 200 18 6
40% 0.93 0.21 40 7 2944 50% 0.77 0.25 11 8 20% 1 23 11 50% 1 11 18 -40% 0.75 0.58 18 6 ,268
20% 0.8 115 7 6
-40% 0.78 0.68 11 7 120% 0.94 0.8 33 6 3194 -20% 1 13 7 3792 150% 0.84 0.89 21 7 120% 1 0.88 30 10 -20% 1 0.3 23 7 50% 1 0.74 35 39
6 3680 -70% 1 0.37 13 8 -20% 1 0.78 11 7 914 20% 1 0.25 11 3
7 120% 1 1.03 49 7 40% 1 0.61 13 7 150% 1 0.63 80 9 20% 0.78 0.31 30 7 20% 1 58 6 -70% 1 0.62 58 10 150% 0.78 0.64 42 1
33 20% 1 0.37 11 12 20% 1 0.16 45 9 -40% 1 0.22 35 7 7058 -40% 1 0.77 12 7 8
-20% 1 12 23 -60% 1 12 25 50% 1 30 6 -70% 1 0.42 51 7 20% 1 71 7 -60% 1 23 50% 0.88 44 7 50% 1 0.68 31 22 120% 0.88 0.46 30 9 40% 1 0.25 37 7 150% 0.9 0.25 66 13 20% 1 0.21 30 6 40% 0.8 1.15 41 6 40% 1 0.28 31 12 120% 0.82 0.63 16 1
7 -60% 1 16 12
7 150% 1 0.4 23 7 0
50% 1 0.92 44 5 -10% 1 0.34 44 6 -20% 1 16 7 40% 1 0.21 26 20% 1 0.74 30 7 40% 1 0.73 23 6 -10% 1 0.73 21 7 8
-20% 1 0.13 30 7 -70% 1 0.27 23 14 150% 0.7 0.37 23 7 50% 0.91 0.42 16 30 20% 1 0.34 16 1
6 3226 80% 0.75 0.92 16 21
7 -70% 0.88 0.36 12 8 20% 0.88 0.86 23 7 -20% 0.8 0.26 58 6 40% 0.87 0.57 76 6 -40% 0.85 0.12 23 6 40% 0.93 0.48 23 6 150% 0.87 0.26 181 30 50% 1 11 6 80% 1 0.26 23 8 40% 1 0.72 23 23 20% 1 0.09 16 7 6
40% 0.82 0.68 11 7 40% 1 0.22 23 7 150% 0.93 0.19 123 33 -40% 1 0.22 16 5 60% 0.87 16 7 20% 0.8 0.82 31 7 120% 1 0.38 16 09
7 64
40% 1 0.52 23 7 -40% 1 76 7 150% 1 0.5 23 7 62
20% 0.81 0.47 11 6 80% 0.8 0.19 23 7 -20% 0.91 0.49 19 8 20% 1 0.2 26 7 50% 0.9 0.3 44 7 -10% 1 0.16 87 8 4
20% 1 0.49 23 8 ,587
40% 1 0.37 66 7 50% 1 0.17 35 5 86
120% 0.92 0.12 21 5 20% 1 0.6 130 14 65 10 -10% 1 0.9 12 6 501 204 -40% 0.86 0.25 23 6 244 -20% 0.97 0.94 41 57 18 50% 0.7 0.9 58 8 261 34 -70% 0.82 0.9 23 5 284 -20% 0.9 0.7 30 199 10 -40% 0.82 90 91 1,105 10 150% 0.82 0.86 30 12 230 50 -40% 1 0.25 30 0
25 64 10 120% 1 0.25 23 22
9 899 42 20% 1 30 16 856 10 50% 0.83 73 14 68 10 -20% 0.75 0.25 30 97 10 80% 0.82 0.25 66 87 342 10 -70% 0.71 0.25 26 223 566 10 40% 1 0.25 26 6 106 -40% 0.83 1.3 44 5 170 -70% 0.9 1.68 101 16 42 60% 1 1.16 41 19 81 10 120% 0.82 0.25 30 9 90 42 40% 0.87 0.25 16 12 285 18 -40% 0.94 1.04 30 93 10 20% 1 1.23 31 8 34 -40% 1 1.26 61 16 234 10 -10% 1 1.59 23 12 157 10 150% 0.71 1.03 30 23 18 -40% 1 0.87 16 5 91 34 80% 1 0.25 30 12 181 74 -40% 1 0.25 16 9 502 66 -60% 0.78 1.23 16 13 152 10 150% 1 0.87 31 5 247 42 -20% 0.82 1.8 15 6 17 10 80% 0.82 0.25 16 51 375 10 80% 0.9 0.25 66 8
23 52 18 20% 1 0.25 11 12 44 18 60% 1 0.25 16 5 69 10 -40% 1 1.95 16 8 510 34 20% 0.7 1.91 23 13 403 18 120% 0.82 1.09 37 8 365 18 -10% 0.82 6
23 11 34 10 80% 1 0.25 23 10 67 26 150% 0.82 0.25 16 23 55 18 80% 0.91 0.25 11 6 69 18 150% 1 0.86 16 79 173 10 150% 0.93 0.25 21 7 393 10 150% 1 1.47 87 1
7 115 10 60% 0.99 1.8 23 3
7 119 18 50% 1 1.23 17 11 115 10 60% 1 1.6 16 20 225 10 80% 1 1.8 16 5 19 10 60% 1 0.25 21 6 157 18 120% 0.76 26 8 118 18 50% 1 0.25 58 8 47 18 20% 1 0.25 23 17 32 10 -40% 1 0.25 16 23 477 10 50% 1 1.28 41 20 398 10 150% 0.76 23 10 341 10 -40% 0.84 1.16 73 6 19 10 20% 1 0.25 19 13 313 10 -70% 1 0.95 63 13 199 10 40% 0.89 1.6 23 31 55 10 -20% 1 0.25 16 6 312 42 40% 0.84 16 6 30 10 80% 0.94 0.25 30 7 86 10 20% 1 0.9 31 5 161 10 -40% 0.77 1.54 44 424 41 10 -40% 1 0.25 1 59
30 95 18 -40% 1 0.25 16 12 25 10 -10% 1 0.25 16 10 5 10 80% 1 0.25 4 6 4 10 120% 1 0.25 4 74 15 10 50% 1 0.25 2 23 53 10 40% 1 1.47 4 466 45 10 20% 1 0.25 1 130 18 150% 1 0.25 2 24 296 26 120% 0.83 0.25 36 17 6 10 120% 1 0.25 3 267 1,041 10 20% 1 0.25 49 577 10 -40% 1 1.34 26 71
54 11 10 20% 1 0.25 2 207 40 10 60% 1 0.25 2 541 10 20% 0.88 0.91 4 99 297 10 -40% 1 0.25 30 48 80 10 50% 1 0.25 16 10 38 10 -40% 1 1.8 5 143 865 10 120% 1 0.88 15 48
19 36 10 20% 1 0.25 16 25 45 10 -20% 1 0.25 16 9
363 10 40% 1 0.97 37 54
37 39 10 150% 1 1.33 2 20 28 10 40% 1 0.25 12 49 373 10 40% 1 1.8 11 6 30 10 20% 1 1.9 6 6 33 10 120% 1 2.33 6 11 57 18 150% 0.71 0.25 16 27 10 -10% 1 1.62 26 12 517 42 20% 1 1.6 16 85 983 10 -40% 1 0.97 26 25 10 -70% 1 1.95 16 10 60% 0.83 1.33 34 59 120 18 20% 1 0.25 11 13 64 10 -60% 0.82 2 6 16 22 18 150% 0.95 0.25 6 12 17 18 20% 1 0.25 6 57
120 308 10 50% 1 0.25 26 7 15 10 50% 1 1 5 12 31 10 20% 1 1.23 5 20 41 10 -20% 1 2 15 53 18 -60% 1 0.25 16 8 64 18 20% 0.85 2.33 5 5 12 10 20% 1 0.98 5 6 8 10 150% 1 0.25 8 17 58 18 80% 1 0.25 16 20 188 10 -70% 0.84 1.47 16 20
18 42 18 120% 1 0.25 11 12 45 18 120% 1 0.25 16 10 28 18 50% 1 0.25 11 24 355 10 150% 1 0.95 39 404 10 80% 1 28 108 10 -40% 1 2.48 33 6 27 18 20% 1 0.91 6 341 18 60% 0.82 2.66 27 64 356 34 120% 1 0.25 16 21 62 10 -20% 1 0.25 26 52 377 10 150% 0.86 0.25 62 6 51 26 120% 0.75 1.4 5 11 341 26 40% 1 1.85 16 4
7 7 10 80% 1 0.25 6 29 355 10 80% 1 1.99 16 7 11 26 20% 1 0.25 4 49 10 50% 1 1.08 26 20 89 26 50% 1 0.25 15 18 82 26 40% 1 0.25 15 81
11 73 18 -10% 1 1.54 6 54 733 10 80% 1 1.84 16 13 26 26 50% 1 0.25 6 29 2,289 26 -40% 0.82 2.48 31 9 79 18 60% 0.88 2.33 5 8 35 18 40% 1 1.07 5 19 498 26 20% 0.81 1.6 16 5 16 10 20% 1 5 12 270 10 -60% 1 1.1 5 9 37 18 40% 0.8 1.06 5 591 10 50% 1 0.82 16 7 42 10 -40% 1 0.86 16 7 42 10 -40% 0.89 0.86 16 7 10 -60% 1 0.86 16 9 42 -10% 1 1.99 29 24 57 10 40% 1 0.25 21 16 44 10 80% 1 1.15 6 10 26 10 80% 0.78 0.25 16 1
35 61 10 -10% 1 0.25 16 32 845 18 -40% 1 1.2 26 117 10 -20% 1 1.15 27 9 6 10 80% 1 0.25 5 72 998 18 20% 0.75 0.82 28 54 266 18 80% 1 16 20 67 18 -40% 1 0.25 16 52 169 26 120% 1 0.25 12 12 98 10 150% 1 1.2 16 11 253 18 -40% 1 1.14 26 90 10 80% 1 28 213 26 50% 1 1.15 30 13 113 34 60% 1 1.22 5 8 43 10 -20% 1 1.15 11 9 206 18 150% 1 1.03 28 22 26 -70% 1 1.33 28 149 18 120% 1 1.29 15 6 7 34 -40% 0.9 0.25 2 139 26 20% 0.82 1.24 27 14 392 34 -10% 0.85 0.25 60 26 50% 1 1.62 51 22 109 26 -40% 0.92 0.25 16 48 437 10 -10% 1 1.47 16 5 42 -60% 1 0.25 16 79 42 -60% 1 1.36 32 7 98 34 120% 1 0.25 26 104 66 80% 1 2.48 33 10 98 120% 1 2.33 21 11 17 18 60% 0.82 1 2 33 269 18 40% 1 1.05 11 9 74 26 -40% 0.8 1.22 6 08
8 244 26 150% 1 1 26 37
81 736 26 -40% 1 0.5 15 74 34 -60% 1 1.43 26 15 564 18 50% 1 1.4 36 6 20 10 -40% 1 1.35 6 67 34 -60% 1 28 126 26 60% 1 0.87 28 157 10 80% 0.75 1.9 28 138 26 -20% 1 0.85 18 8 146 26 -70% 1 1.02 16 98 104 42 60% 0.8 0.25 2 7 18 -60% 0.88 1.04 6 7 145 42 80% 1 0.25 31 0
131 26 40% 1 1.03 48 2
19 60 10 -10% 1 1.6 5 14 54 26 150% 1 1.24 3 64 34 40% 1 1.41 16 10 39 18 50% 1 0.25 16 25 199 18 80% 1 1 11 8 49 26 50% 1 0.25 16 33 147 26 50% 1 0.25 16 94 10 40% 1 1.47 16 27
26 -60% 0.75 0.82 36 6 48 26 40% 1 1.44 5 12 265 26 50% 0.8 0.91 22 20 409 10 80% 1 1.7 30 142 34 -70% 0.82 0.86 27 10 474 34 150% 0.9 1.62 21 5 72 10 -20% 1 1.22 25 8 36 10 20% 1 1.39 8 25 859 34 50% 1 1.33 16 7 31 50 150% 1 0.25 6 18 400 18 -10% 0.88 1.9 16 9 106 50 40% 0.82 0.25 15 21 180 50 120% 1 0.25 15 6 138 26 150% 1 1.8 11 7 6 10 80% 1 0.25 6 9 57 18 80% 0.75 1.38 6 8 160 18 -70% 1 1.6 16 15 525 26 20% 1 28 4
26 34 -20% 1 1.51 16 80 34 120% 0.85 0.95 36 10 144 42 120% 0.83 6 11 449 26 80% 1 22 9
33 133 26 150% 0.75 0.74 5 104 58 20% 0.77 0.96 33 34 50% 1 0.82 26 14 42 120% 1 0.8 26 211 169 34 -40% 1 0.2 3 100 50 -10% 0.74 1.84 33 10 96 34 -10% 1 0.8 8 8 81 34 150% 1 0.8 8 7
9 88 34 20% 0.91 0.8 8 8 79 34 120% 1 0.8 8 1
6 59 34 -40% 1 0.8 8 10 94 34 120% 0.88 0.8 8 8 79 34 -40% 1 0.8 8 26 564 66 40% 0.92 0.25 28 12 288 42 20% 1 0.63 21 48 34 -10% 1 1.06 27 15 264 34 -10% 0.97 1.06 12 35 58 -40% 1 1.16 28 74 136 42 20% 0.82 2 07
5 55 50 -40% 1 0.86 5 14 564 50 80% 0.8 1.27 16 11 46 18 20% 1 0.9 6 92 437 26 -40% 1 1.58 3 12 349 26 20% 1 3.46 8 36 270 42 40% 1 0.89 5 11 108 26 40% 1 1.5 6 11 586 42 20% 0.96 1.95 16 7 147 18 20% 1 1.72 16 38 26 120% 0.94 1.12 36 16 296 34 80% 0.9 0.82 16 10 534 42 80% 0.82 1.16 27 6 33 26 -40% 1 1.25 4 7 41 26 20% 1 1.25 4 9
6 399 58 150% 1 0.84 28 9 147 42 -10% 1 0.51 16 90 34 50% 1 1.05 28 29 915 34 -40% 1 0.85 23 7
7 282 34 20% 0.75 16 23 207 18 20% 1 1.23 10 7 26 10 120% 0.91 1.53 6 8 78 42 120% 1 0.25 16 9 342 26 20% 0.75 15 8 332 26 80% 1 2.54 15 8 333 26 120% 0.88 2.54 15 7 292 26 20% 1 2.54 15 7 292 26 150% 1 2.54 15 7 292 26 50% 1 2.54 15 8 315 26 -40% 0.8 2.54 15 8 321 26 -20% 1 2.54 15 8 321 26 20% 1 2.54 15 9 341 26 -20% 0.82 2.54 15 9 341 26 40% 1 2.54 15 9 342 26 120% 1 2.54 15 8 302 26 -40% 0.9 2.54 15 8 301 26 120% 1 2.54 15 10 168 18 120% 1 1.08 21 20 589 42 120% 1 0.57 29 42 120% 1 1.38 38 30 50 -10% 1 1.33 16 35 34 150% 0.83 0.77 33 93 1,067 50 150% 1 0.25 28 13 203 58 -20% 0.78 0.76 8 11 154 50 80% 0.89 1.17 6 233 50 40% 1 1.43 29 106 74 20% 1 0.86 28 21 288 74 80% 1 0.25 16 7 31 10 150% 1 1.23 8 9 37 10 -20% 1 1.23 8 14 57 10 -60% 0.75 1.23 8 80 58 20% 0.82 1.03 32 74 58 -20% 1 1.09 28 24 50 -40% 0.82 1.9 16 35 273 58 -70% 0.83 5 88
27 277 114 20% 0.96 1.13 2 10 201 26 80% 0.94 1.14 16 16 542 66 -20% 1 1.56 8 28 369 42 -10% 0.91 0.69 11 82 -20% 1 1.35 21 115 50 -20% 1 1.32 16 5 99 50 40% 0.9 1 8 06
10 175 50 80% 1 1 8 11 185 50 50% 1 1 8 32 402 50 80% 0.89 0.36 16 7 204 26 120% 1 1.6 16 12 253 106 20% 0.96 0.25 15 9 128 82 40% 1 0.8 5 8 66 20% 1 0.46 88 19 90 80% 1 1.11 16 110 5,017 34 -40% 1 0.91 38 9 82 66 40% 1 0.58 5 6 502 34 80% 0.9 1.23 46 12 257 26 20% 1 3.46 6 98 90 -70% 0.75 0.93 33 41 122 120% 0.94 15 9 109 34 -20% 0.94 1.43 6 5 86 26 40% 1 1.33 11 13 101 34 60% 1 0.92 6 26 98 42 -40% 1 0.25 8 29
6 367 66 150% 1 1.36 16 27 74 -10% 1 1.01 16 11 188 74 -20% 1 0.94 6 8 1,000 74 80% 1 0.84 38 10 293 82 80% 0.86 1.03 8 140 74 20% 1 0.72 28 9 126 74 -40% 0.94 0.91 5 12 262 90 150% 0.82 0.96 6 12 100 34 20% 0.96 0.95 6 59 58 80% 1 1.23 11 6 123 66 -40% 0.82 0.25 16 11 347 114 120% 1 1.3 5 9 151 66 80% 0.82 1.14 5 12 176 82 -40% 1 0.84 5 19 861 66 20% 1 0.68 21 9 437 98 80% 1 1.1 11 13 90 80% 1 1.95 16 8 844 130 80% 0.95 1.05 16 122 98 20% 1 0.76 29 10 66 -40% 0.91 1.57 15 94 34 -10% 0.94 0.82 33 14 1,016 50 -40% 0.82 1.9 16 23 1,060 42 -60% 0.97 1.47 16 12 123 50 150% 0.97 0.25 16 12 138 20% 1 2.66 16 6 322 58 20% 0.9 0.98 21 8 112 42 50% 1 1.35 6 8 428 82 150% 1 0.53 26 18 82 20% 1 0.53 28 11 43 18 -40% 0.97 0.25 16 20 82 120% 0.8 0.54 26 37 340 58 150% 1 0.25 15 6 242 58 120% 1 0.92 16 28 90 50% 1 0.73 16 41 74 150% 1 0.8 21 8 408 82 -70% 0.94 0.85 16 21 81 34 50% 1 1.42 2 9 161 74 -60% 0.95 0.94 6 9 97 58 -40% 0.75 0.68 6 16 58 -40% 1 3.46 11 14 603 42 -10% 1 1.6 16 8 371 42 80% 1 1.6 16 7 589 58 -20% 0.97 2.54 15 8 387 170 80% 0.77 0.25 16 39 90 50% 1 0.87 16 37 50 -40% 1 0.53 28 9 66 42 -40% 1 0.76 5 7 270 98 120% 1 0.77 11 10 437 82 40% 1 0.76 16 14 717 82 -10% 0.75 0.76 16 14 582 82 -10% 0.91 0.76 16 11 457 82 20% 0.93 0.76 16 8 82 -20% 0.96 0.75 72 11 341 106 20% 0.94 0.87 8 7 115 98 120% 1 0.78 5 9 140 74 -10% 1 1.01 5 11 2,531 186 120% 0.97 1.85 16 7 199 74 40% 1 1.46 6 43 66 120% 0.81 1.58 38 22 66 80% 1 1.58 28 43 122 -10% 0.9 0.91 5 6 211 114 -20% 0.96 1.36 5 5 360 74 150% 1 1.27 16 38 106 50% 1 1.12 5 8 34 90 -10% 1 0.51 2 23 1,395 66 -20% 1 1.3 15 5 116 34 120% 0.94 1.99 8 7 431 74 -20% 1 1.19 16 6 167 98 20% 0.83 1.01 6 107 82 -40% 1 0.62 11 30 225 98 80% 1 0.47 4 11 430 50 150% 1 1.14 16 10 131 34 20% 0.84 0.25 26 11 129 34 -10% 0.8 0.25 21 25 130 120% 0.8 1.91 16 35 802 66 120% 1 1.52 5 7 328 106 120% 1 0.61 16 140 204 60% 1 1.22 28 23 106 150% 1 1.47 15 24 243 58 -20% 1 0.88 5 26 401 82 80% 0.82 0.94 5 5 814 244 -10% 1 1.09 11 5 133 98 80% 1 0.95 6 6
96 122 60% 1 0.47 11 18 812 82 120% 1 0.69 16 33 146 40% 0.72 0.83 36 12 457 154 20% 0.96 0.48 11 25 138 80% 0.82 0.85 16 6 50 -40% 1 0.73 16 11 170 -70% 0.85 1.01 27 15 114 80% 0.93 0.8 29 346 90 50% 1 1.07 28 9
15 106 50% 1 1.09 16 6 168 138 80% 1 0.66 6 6 207 58 150% 1 0.25 35 8 580 50 50% 0.88 2.33 16 21 232 10 80% 1 1.73 16 33 783 146 120% 1 0.69 5 10 146 50% 0.78 0.93 21 8 278 90 20% 0.82 16 6 25 122 120% 1 0.25 2 103 122 50% 1 11 94 162 20% 0.75 0.64 16 11 549 34 -10% 1 16 66 228 40% 1 1.09 16 101 122 -60% 0.8 0.51 33 11 753 154 -20% 1 1.1 8 9 1,411 252 40% 0.78 1.05 16 11 150 138 20% 0.9 0.75 3 18 304 106 40% 1 6 79 292 20% 1 1.15 32 305 114 20% 0.93 1.41 33 19 90 -60% 1 0.73 21 14 186 -60% 0.8 1.4 16 7 263 82 50% 0.85 1.36 8 12 428 74 80% 0.9 1.47 8 59 114 50% 1 16 8 755 138 20% 1 0.58 21 13 536 98 -20% 1 0.61 16 13 138 80% 1 1.9 16 12 991 170 40% 1 0.44 29 22 74 120% 1 1.14 16 22 1,431 114 -70% 1 0.57 29 10 170 120% 0.92 0.86 16 7 308 98 -10% 0.96 0.86 11 68 98 20% 0.95 0.89 11 10 219 130 40% 1 0.66 6 17 50 -60% 0.86 22 8 726 90 120% 0.9 0.87 21 75 170 40% 0.94 1.13 21 11 786 138 40% 0.97 0.61 16 11 798 138 40% 0.88 0.61 16 11 793 138 20% 0.93 0.61 16 11 798 138 120% 0.9 0.61 16 11 784 138 20% 1 0.61 16 11 817 138 40% 0.81 0.61 16 12 821 138 20% 1 0.61 16 12 825 138 -60% 1 0.61 16 3
12 821 138 -20% 1 0.61 16 75 90 120% 0.91 0.82 11 12 225 114 20% 0.93 0.78 5 11 1,032 204 20% 1 1.14 8 114 1,366 736 150% 1 0.25 2 15 106 80% 0.82 0.96 15 186 120% 0.97 0.45 6 6 813 170 -40% 0.82 11 2
5 171 98 -40% 0.97 0.86 8 6 142 98 -40% 1 0.9 6 5 441 130 20% 0.71 0.84 16 15 130 120% 0.96 0.84 16 8 3,900 34 -70% 1 3.46 90 13 1,395 170 -10% 0.93 0.76 16 15 380 170 120% 0.86 0.56 6 221 10 -60% 0.77 1.69 27 63 220 -40% 0.95 0.64 3 26 351 42 120% 0.98 1.62 5 125 220 -10% 1 1.04 28 9 114 120% 0.8 1.06 21 11 372 80% 0.75 1.58 27 16 170 -10% 0.96 0.93 77 134 5,451 186 -20% 1 0.35 16 7 108 58 150% 1 1.27 5 25 204 -40% 0.88 29 9 1,544 162 20% 1 0.95 31 11 162 -40% 1 0.95 31 8 557 316 -40% 0.87 0.85 6 106 82 -40% 0.81 1.06 33 8 571 178 120% 0.95 0.54 16 18 90 50% 1 0.87 16 14 224 196 20% 1 0.35 5 42 324 50% 1 0.81 11 49 154 -10% 0.95 0.56 34 107 220 80% 1 0.74 28 6 159 204 40% 0.96 0.25 8 14 90 98 -10% 0.96 0.77 2 14 994 98 20% 1 0.92 16 19 1,014 162 80% 0.85 0.43 21 16 380 150% 0.97 1.05 16 26 236 74 150% 0.82 0.73 4 6 240 244 80% 0.84 0.62 5 6 588 204 120% 0.89 0.61 16 46 92 10 80% 1 1.03 5 20 122 -10% 1 0.87 31 14 773 212 50% 1 0.45 11 7 869 438 20% 1 1.16 5 100 268 -40% 0.93 0.48 28 5 534 50% 0.82 0.25 16 5 901 534 40% 0.96 0.25 16 5 882 74 40% 1 1.19 35 11 228 20% 1 0.58 27 5 551 252 50% 1 0.77 11 27 220 80% 1 0.78 28 15 1,088 212 60% 1 0.45 21 19 252 -40% 1 0.85 16 17 162 -40% 1 1.16 72 16 276 50% 1 0.78 16 10 244 40% 1 1.28 16 5 306 98 20% 0.82 0.73 16 5 371 66 20% 0.97 1.5 16 6 824 494 40% 0.98 1.02 5 7 252 80% 0.97 0.4 88 94 260 50% 0.94 0.51 28 1
15 228 120% 0.75 0.45 28 6 98 150% 0.82 2.33 16 59
39 1,592 82 -20% 1 0.96 16 7 129 98 -20% 0.97 0.63 6 9 548 186 -40% 1 0.44 16 23 228 50% 1 1.1 29 11 252 80% 1 0.96 35 3
20 260 -40% 0.96 0.32 28 17 1,130 244 150% 1 0.49 11 14 1,004 212 80% 0.96 0.62 16 14 268 -40% 0.99 0.45 21 13 340 -40% 0.95 0.88 27 22 284 20% 1 0.52 52 12 202 276 120% 1 0.69 2 16 959 162 80% 0.88 1.95 4 71 324 10% 0.97 0.61 11 5 260 204 150% 0.96 0.36 11 276 -70% 1 1.08 31 23 196 -70% 1 1.15 5 17 186 -20% 1 0.61 16 316 -10% 1 0.53 88 15 340 -60% 1 0.63 16 10 422 120% 1 1 8 16 106 20% 1 1.26 51 22 414 -10% 0.98 1.44 2 38 307 186 20% 0.91 0.34 3 26 20% 0.98 1.56 26 47 332 -40% 1 0.76 26 9 260 -20% 1 0.62 16 5 861 204 120% 1 0.93 16 5 562 398 -40% 0.91 1.16 5 9 553 414 20% 0.87 0.68 5 16 292 40% 0.91 0.58 12 10 238 26 -10% 0.82 1.41 16 10 541 332 120% 1 0.29 11 20 170 -40% 0.94 0.81 41 14 154 120% 0.91 16 17 170 50% 0.95 0.75 16 157 348 150% 0.95 0.77 68 10 1,500 292 -20% 0.95 0.67 21 18 340 20% 1 0.44 28 6 380 20% 1 3.46 16 7 308 20% 1 0.61 16 18 911 146 -20% 1 0.9 8 34 260 60% 0.7 0.71 5 9 876 332 -10% 0.88 0.69 8 28 300 40% 1 0.94 16 18 372 80% 1 0.28 28 9 874 154 20% 1 0.73 16 6 497 154 80% 0.96 0.73 16 9 584 40% 1 0.74 62 12 316 120% 0.95 0.47 16 6 226 10 -20% 1 1.5 62 21 332 -40% 1 0.93 31 24 332 80% 1 0.93 31 13 262 494 -40% 0.92 0.43 2 11 146 -10% 0.83 2.33 16 8 146 150% 0.96 2.33 16 10 212 20% 1 0.61 16 6 2,762 502 20% 1 0.5 34 25 106 120% 0.98 1.95 55 7 976 406 -40% 1 0.76 8 7 988 406 150% 1 0.76 8 11 563 526 -70% 1 0.42 5 7 863 470 -40% 0.95 0.51 9 5 268 -40% 1 1.3 15 40 558 20% 0.95 1.23 11 406 80% 0.83 0.56 31 7 950 356 20% 0.94 0.9 8 30 462 80% 0.82 0.76 16 6 478 -40% 0.92 0.84 21 37 2,221 494 120% 0.95 0.61 5 5 574 40% 0.88 0.84 16 144 178 150% 0.89 0.93 32 22 276 20% 0.93 1.1 31 6 316 50% 1 0.58 16 31 276 120% 1 1.1 31 84 406 -20% 1 0.71 16 12 521 268 20% 0.72 0.68 5 10 462 20% 0.97 1.85 16 11 1,246 82 -60% 0.95 1.15 35 11 438 20% 1 0.84 31 11 446 -20% 1 0.99 26 10 446 -20% 1 0.99 31 5 584 -40% 0.82 0.25 26 6 515 542 50% 0.97 0.65 5 12 414 -20% 0.95 0.58 16 9 632 -40% 0.88 0.75 16 7 961 462 20% 0.96 1.22 5 20 510 50% 1 0.88 11 510 120% 1 0.64 38 9 1,120 672 -10% 1 1.08 5 6 162 120% 0.75 1.72 16 6 398 80% 1 0.59 16 13 364 -20% 1 0.94 72 608 40% 1 0.59 27 9 308 80% 1 0.88 35 46 656 120% 0.76 0.89 27 190 74 40% 0.9 1.13 29 11 316 40% 0.81 1.26 51 7 478 -40% 1 0.91 51 15 332 50% 1 1.23 31 58 324 -60% 1 0.74 16 6 276 80% 1 1.27 31 6 574 50% 1 0.62 41 8 688 120% 0.88 1.17 21 14 372 40% 1 0.67 62 20 550 80% 0.96 0.81 12 16 526 60% 1 0.51 29 9 154 -20% 1 0.76 35 6 356 -20% 1 0.95 32 19 1190 40% 0.88 1.92 2 85 584 60% 0.82 0.42 51 45 874 -40% 1 0.52 3 86 656 80% 0.92 0.48 28 14 446 80% 0.92 0.59 29 6 608 -40% 0.91 1.04 8 14 1,039 704 -40% 0.95 0.61 5 84 446 50% 1 0.81 26 7 494 50% 1 0.77 21 5 640 -40% 0.95 0.46 18 8 569 372 120% 0.87 0.91 5 15 608 150% 0.97 0.53 21 7 1,347 542 -40% 0.86 0.36 21 14 728 -40% 0.97 0.57 29 5 1,120 592 120% 0.91 0.45 18 12 704 120% 1 0.37 27 141 672 120% 0.97 0.34 32 736 150% 1 0.69 17 11 736 120% 1 0.69 33 39 736 20% 0.98 0.69 17 8 736 -60% 0.99 0.69 17 19 632 -70% 0.94 0.45 16 6 664 80% 0.95 0.4 23 138 760 -10% 0.87 1.39 83 9 1004 -40% 0.98 0.88 5 6 745 744 -40% 1 0.41 6 73 752 -60% 0.99 0.25 38 10 688 20% 1 0.42 21 30 786 -20% 0.99 0.47 108 7 720 624 120% 1 0.54 5 7 818 150% 1 0.37 88 15 752 -10% 0.98 0.42 7 10 220 120% 0.9 16 9 80% 1 1.04 5 17 752 20% 0.95 1.06 22 138 752 120% 1 1.06 79 5 372 -40% 0.88 1.45 21 16 1230 20% 1 1.03 15 8 1,792 624 40% 1 0.58 16 31 890 50% 0.82 0.51 5 0
9 446 120% 0.97 1.8 31 6 856 736 20% 1 0.69 5 6 842 20% 0.96 0.6 51 16 930 60% 1 0.43 28 10 1,163 946 150% 0.89 0.37 8 13 1,474 946 150% 0.87 0.37 8 14 946 -20% 0.98 0.37 8 23 946 -70% 0.95 0.37 17 6 946 80% 0.98 0.37 93 30 954 60% 0.96 0.38 17 10 954 50% 0.97 0.4 52 20 1068 -70% 0.93 0.72 11 7 120% 0.77 0.75 16 9 1318 120% 0.77 1.61 4 8 2,241 826 120% 0.77 1.6 5 9 810 80% 0.77 1.5 33 11 1278 20% 0.77 0.59 27 60 74 60% 0.77 1.36 55 15 898 -70% 0.77 0.68 16 17 874 120% 0.77 0.45 6 1
17 802 20% 0.77 0.7 51 13 664 20% 0.77 8 19 150% 0.77 0.75 16 20 300 120% 0.77 1.28 26 7 1140 50% 0.77 0.67 21 8 120% 0.77 0.29 33 16 -70% 0.77 0.86 22 14 592 -10% 0.77 1.01 88 9 1,004 1206 -70% 0.77 0.42 5 13 20% 0.77 0.66 27 20 120% 0.77 0.8 11 6 1294 20% 0.77 0.39 28 16 826 -40% 0.77 0.56 50 6 406 40% 0.77 0.53 21 29 1140 -70% 0.77 0.41 33 11 810 -40% 0.77 1.54 33 5 728 50% 0.77 0.69 28 5 954 -60% 0.77 0.62 51 9 1,064 -70% 0.77 5 8 1166 150% 0.77 0.58 21 85 972 80% 0.77 0.62 32 7 80% 0.77 0.58 16 8
11 -60% 0.77 0.48 5 19 20% 0.77 0.41 52 6 1262 -10% 0.77 0.59 8 10 1682 -60% 0.77 0.34 53 6 1,203 1408 120% 0.77 0.24 6 16 80% 0.77 1.46 26 6 1318 -40% 0.77 0.56 21 7 1884 150% 0.77 0.73 16 10 850 120% 0.77 1.07 26 12 80% 0.77 1.12 21 7 2144 20% 0.77 0.49 17 2
10 2144 -40% 0.77 0.49 28 31 2144 20% 0.77 0.49 17 7 2144 -10% 0.77 0.49 17 6 478 150% 0.77 0.85 61 6 150% 0.77 0.75 16 10 1884 50% 0.77 0.56 21 7 1610 -40% 0.77 0.4 53 -40% 0.77 0.25 52 50% 0.77 0.36 34 7 1730 20% 0.77 0.86 26 6 1384 20% 0.77 0.55 62 5 768 -20% 0.77 0.99 36 13 2692 50% 0.77 0.71 16 91 40% 0.77 0.34 33 10 40% 0.77 0.5 62 8 566 0.77 2.11 22 8 1400 -60% 0.77 0.97 11 21 120% 0.77 0.5 38 6 2532 60% 0.77 0.5 42 5 2532 -10% 0.77 0.5 38 20 2418 40% 0.77 0.27 26 14 20% 0.77 0.35 88 13 1690 120% 0.77 0.43 61 8 2482 80% 0.77 0.49 5 14 3064 -40% 0.77 0.28 28 7 80% 0.77 0.55 11 9 20% 0.77 1.28 66 8 3032 150% 0.77 0.3 78 19 -20% 0.77 0.29 17 24 3056 -10% 0.77 0.29 17 20 2394 -20% 0.77 0.42 35 20 2604 120% 0.77 0.59 35 31 20% 0.77 0.43 33 9 2588 80% 0.77 0.76 22 39 -20% 0.77 0.51 57 8 -20% 0.77 0.49 5 5 120% 0.77 0.33 22 7 80% 0.77 0.73 16 6 120% 0.77 0.71 51 6 150% 0.77 0.53 16 7 2644 -10% 0.77 0.53 16 7 20% 0.77 0.62 5 6 2556 20% 0.77 0.57 53 5 -70% 0.77 1.2 11 14 150% 0.77 0.54 23 9 20% 0.77 0.22 30 6 2894 -40% 0.77 0.52 8 17 -40% 0.77 0.68 2 7 20% 0.77 0.35 33 7 3986 150% 1 0.22 38 7 3986 80% 1 0.22 72 3986 150% 1 0.22 102 13 3986 20% 1 0.22 52 18 3986 -40% 1 0.22 58 7 3986 -40% 1 0.22 45 6 3986 20% 1 0.22 45 11 3816 120% 1 0.62 5 8 -20% 1 1.02 21 10 4398 -40% 0.88 0.55 27 7 40% 1 0.39 11 6 80% 1 0.44 5 11 120% 1 0.32 42 7 50% 1 0.71 32 9 -40% 0.82 0.35 28 6 80% 1 0.7 32 10 80% 1 0.44 21 16 6258 -60% 1 0.45 61 6 -70% 0.87 0.35 16 7 80% 1 0.41 6 7 120% 1 0.51 5 5 50% 0.88 0.45 100 7 7414 150% 1 0.67 10 15 20% 1 0.95 35 9 7358 -40% 1 0.45 65 17 50% 1 0.24 19 6 80% 1 0.27 16 5 150% 1 0.27 90 7 80% 0.85 0.48 5 7 -20% 0.82 0.77 6 9 120% 0.82 0.37 11 3
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531 10 60% 0.82 0.74 27 39 18 10 20% 1 0.37 3 37 1,187 18 50% 0.85 1.37 28 28 24 10 20% 0.8 0.69 3 147 295 18 -20% 0.8 0.69 4 143 118 18 -10% 0.85 0.57 2 34 25 34 60% 1 0.25 2 189 475 26 -10% 0.7 0.78 3 371 601 18 20% 1 0.78 3 115 412 34 120% 1 0.68 4 92 26 20% 1 1.06 50 54 107 18 80% 0.87 0.69 4 282 26 -40% 1 1.27 25 25 34 50% 0.85 1.14 28 22 385 18 80% 1 1.61 15 28 26 -70% 0.85 1.84 28 25 34 120% 0.85 1.45 28 206 18 50% 1 8 12 134 26 50% 0.85 1.01 10 23 373 18 20% 0.85 0.97 23 25 1,589 42 80% 0.85 28 22 409 18 20% 0.85 1.1 23 42 47 26 -40% 1 0.35 3 41 48 18 -20% 1 0.54 3 74 276 34 -40% 0.85 0.44 6 22 1,067 42 -60% 0.82 1.07 23 143 174 34 -40% 0.7 0.35 2 43 965 26 -40% 1 1.03 18 72 456 42 120% 1 1.3 3 40 82 80% 1 0.25 28 3,945 58 -60% 0.81 0.5 3 7 173 10 -20% 1 2.48 25 71 50 120% 0.85 0.89 31 30 408 50 20% 1 0.25 25 23 1,015 66 -40% 0.82 0.68 28 107 58 20% 0.85 0.95 21 383 34 -40% 0.85 1.18 32 22 236 66 -70% 1 1.37 3 92 735 58 -10% 1 0.6 5 19 1,049 42 50% 0.82 1.19 23 7 143 10 -40% 1 1 46 106 -20% 1 0.25 28 0
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23 171 34 80% 0.82 0.91 23 10 1,289 26 40% 1 3.46 44 58 10 150% 1 1.95 44 6 282 34 50% 0.85 1.45 21 7 117 10 120% 0.82 1.85 21 106 26 -40% 0.7 1.23 11 42 1,383 34 150% 0.82 0.46 41 41 1,107 42 -70% 0.85 0.64 30 74 120% 1 1.52 44 29 34 120% 1 0.82 30 26 1,092 34 -40% 0.75 0.82 30 22 1,107 34 50% 1 0.82 37 25 34 120% 0.75 0.82 30 29 1,165 34 -20% 1 0.82 30 22 875 34 -10% 1 0.82 30 9 102 10 120% 1 1.16 23 52 58 -40% 1 1.33 44 22 50 -60% 1 1.02 23 641 50 50% 0.82 0.86 16 26 150% 0.82 0.74 23 6 63 26 80% 0.85 0.25 23 8 311 34 60% 0.82 0.25 66 81 106 -70% 0.82 0.25 23 374 50 -40% 1 1.36 26 31 74 -10% 1 0.25 87 123 42 80% 0.7 0.46 12 6 484 58 50% 0.82 1.6 21 31 26 -10% 1 1.47 66 190 8,835 58 80% 1 0.47 44 10 167 66 -40% 1 0.25 19 219 42 -10% 0.92 1.17 44 13 349 66 20% 0.82 0.39 21 19 931 66 -40% 1 1.42 11 15 315 34 50% 0.85 0.93 16 6 558 74 120% 1 1.16 23 7 470 130 -20% 0.85 0.25 30 76 66 -40% 1 0.71 8 197 58 50% 0.7 0.66 23 53 66 50% 1 1 44 28 2,788 74 -40% 1 0.25 123 28 50 60% 0.82 1.28 33 7 209 50 120% 1 1.12 12 35 1,182 90 80% 0.8 0.5 21 20 82 20% 0.85 0.81 44 6 521 58 -20% 0.85 3.46 11 35 74 -10% 0.85 1.06 23 18 66 120% 1 1.37 37 20 82 -10% 0.75 1.04 16 16 772 90 -40% 0.82 0.65 16 633 82 -40% 1 1.14 76 24 1,235 82 120% 0.85 0.82 23 7 58 -20% 0.85 33 9 192 42 50% 1 0.25 37 12 908 82 -20% 1 0.38 44 7 430 66 120% 0.85 0.62 31 55 1,039 82 40% 0.8 0.25 15 6 271 82 120% 0.82 1.1 11 12 150 74 120% 0.82 0.42 8 9 146 150% 1 1.47 181 13 934 58 -40% 1 11 57 122 20% 0.7 0.63 51 6 429 114 60% 1 1.11 12 7 1,033 122 60% 0.82 0.61 48 30 3,774 98 40% 1 0.47 66 28 114 40% 1 0.25 87 101 82 60% 0.87 1.56 51 6 208 66 60% 1 1.12 11 27 122 -60% 1 0.66 12 74 122 20% 1 0.66 12 17 114 -10% 1 1.57 8 13 598 114 -10% 0.83 0.39 21 29 66 -60% 0.82 1.32 37 61 106 150% 1 1.43 21 8 470 220 50% 0.85 0.25 16 6 447 146 50% 0.82 0.95 11 9 1,136 50 80% 1 37 13 1,015 82 -20% 1 0.93 21 17 90 -40% 0.82 1.28 11 109 82 80% 0.85 1.34 5 635 122 150% 1 0.58 76 25 74 50% 0.82 120 25 122 120% 1 0.25 123 9 284 -70% 1 1.49 37 22 170 40% 0.85 0.85 23 8 247 106 -70% 0.75 0.25 16 12 2,732 66 120% 1 1.23 66 7 90 120% 0.85 1.86 30 10 138 150% 0.7 44 19 154 -60% 1 0.89 44 6 912 236 20% 1 1.17 11 28 130 -60% 1 0.68 41 120 162 -40% 0.82 0.62 30 696 138 -20% 0.82 0.79 16 137 162 80% 0.7 0.84 23 33 162 150% 0.82 23 7 268 150% 0.85 1.23 46 8 1,084 66 40% 0.85 23 6 829 340 -40% 0.85 0.25 19 31 6,197 122 -60% 1 0.95 44 17 1,492 186 120% 1 0.43 30 9 196 -40% 0.85 1.1 76 14 427 178 -40% 0.7 0.16 11 12 106 120% 1 1.41 37 87 9,081 204 50% 0.71 0.49 23 31 196 40% 0.73 0.41 12 8 138 120% 1 3.46 111 336 82 40% 0.85 1.01 16 8 138 -40% 0.82 1.61 44 13 4,054 244 120% 1 0.66 44 14 244 120% 0.82 0.66 76 9 244 20% 0.83 0.66 41 7 138 50% 0.82 1.59 23 11 244 120% 0.7 0.66 76 9 244 -40% 0.82 0.66 76 23 244 40% 1 0.66 12 32 244 150% 0.7 0.66 23 11 244 -40% 0.82 0.65 76 6 244 80% 0.82 0.65 66 9 414 -60% 1 0.25 66 28 228 120% 0.85 0.84 23 18 2,382 236 50% 0.85 1.26 11 6
24 292 150% 0.7 1.18 23 13 146 80% 0.82 1 35 17 146 80% 0.82 1 31 27 228 20% 1 0.93 130 26 228 40% 1 1.35 123 170 20% 0.85 1.26 11 10 276 120% 1 0.46 41 17 252 120% 0.85 1.01 23 31 324 -40% 0.82 1.06 87 8 300 -20% 0.85 2.16 33 44 308 -40% 0.82 0.55 60 46 308 -10% 0.7 0.55 60 39 332 50% 0.82 1.32 44 29 186 -70% 1 0.85 58 57 236 40% 0.75 0.49 66 12 300 120% 0.83 0.82 21 39 244 80% 0.85 1.01 76 11 740 66 -10% 0.85 1.27 16 11 332 40% 0.85 0.62 44 5 2,337 220 120% 1 0.72 58 30 510 150% 1 0.72 44 8 332 -40% 1 1.99 37 13 1,289 276 -40% 1 0.3 21 35 170 20% 0.7 1.13 66 7 364 20% 0.82 0.37 31 28 566 50% 0.85 1.01 23 7 268 20% 0.82 0.58 76 24 252 120% 1 1.09 123 13 241 204 -40% 0.7 0.25 5 10 324 150% 0.88 0.69 16 11 276 -60% 0.85 0.79 81 6 802 284 -40% 1 0.79 11 478 -70% 0.82 1.33 26 30 284 -40% 0.82 1.15 87 9 1,345 252 40% 1 0.25 37 414 40% 0.85 1.02 76 9 364 120% 1 1.14 66 13 390 -20% 1 0.66 21 7 146 80% 0.7 0.98 23 16 260 -40% 0.85 0.68 66 15 2,543 260 20% 0.9 0.68 23 9 1,079 292 50% 1 0.25 37 15 324 20% 0.8 0.68 23 9 186 50% 1 1.28 66 63 470 -70% 0.77 0.34 44 16 324 -60% 0.85 0.87 23 27 494 -40% 1 1.04 44 12 316 -40% 0.85 0.77 30 13 356 50% 1 0.42 21 26 364 40% 0.71 1.58 130 12 113 332 120% 0.85 0.25 2 42 356 80% 1 1.07 141 7 550 80% 0.7 0.33 31 12 390 -40% 0.82 1.29 37 534 -20% 1 0.28 66 15 446 -40% 0.85 1.72 87 23 308 50% 0.77 0.95 26 6 946 -40% 0.82 0.25 76 9 446 150% 1 0.34 37 9 2,651 446 120% 1 0.34 37 40 688 120% 0.82 1.06 101 8 608 -10% 1 1.23 35 6 478 -40% 0.7 0.54 16 8 204 20% 0.82 0.25 35 7 430 120% 0.82 1.24 35 11 1,589 196 20% 1 0.93 23 291 592 20% 0.7 0.52 16 9 204 -40% 1 1 37 12 502 -40% 0.75 0.96 66 38 624 60% 0.8 1.07 130 7 736 -60% 0.83 0.74 44 30 632 40% 1 0.79 76 7 858 120% 0.82 0.31 31 7 3,542 858 60% 0.82 0.31 31 19 656 50% 1 0.6 33 16 608 120% 0.85 0.61 23 10 1076 80% 0.85 0.81 23 26 680 -20% 0.7 1.07 123 28 752 120% 0.87 0.49 40 8 786 120% 1 0.41 44 16 688 20% 0.82 1 97 38 794 150% 0.83 0.43 81 17 728 -70% 0.7 0.54 23 16 786 -20% 0.7 1.12 23 14 810 50% 0.8 0.42 66 10 688 50% 0.82 0.71 16 86 236 -60% 0.7 1.87 44 244 866 150% 0.8 0.57 81 8 494 -60% 1 0.95 66 14 486 50% 1 0.75 78 11 446 -20% 1 1.27 11 19 744 50% 0.85 0.75 23 9 406 50% 1 2.05 66 127 988 80% 0.75 0.43 66 25 592 -70% 1 1 123 29 680 -10% 0.75 0.66 76 12 454 120% 0.85 0.72 78 8 1610 -70% 1 1.32 90 7 720 80% 1 0.93 37 608 120% 1 1.02 11 5 -70% 0.7 1.13 66 5 284 120% 0.9 1.14 73 23 50% 0.82 0.56 66 922 120% 0.75 0.37 23 13 938 150% 0.83 0.5 61 8 1012 20% 0.8 0.85 35 7 1562 120% 0.88 1.5 66 26 914 -40% 0.75 0.54 123 8 778 20% 0.85 1.22 94 10 1,713 744 40% 1 0.51 12 6 1230 -60% 1 1.02 30 18 1076 50% 0.91 0.6 16 7 1190 -40% 0.7 0.19 23 11 946 50% 0.82 0.49 19 8 1068 -10% 1 1.3 37 7 906 -60% 1 0.94 66 7 1780 80% 0.85 1.39 44 18 1360 120% 0.82 0.57 30 7 1658 -40% 1 1.48 66 9 1,226 810 60% 0.82 0.52 8 9 962 120% 1 0.94 37 7 826 -10% 1 1.5 66 15 3,541 1166 150% 0.82 0.32 12 12 1166 40% 0.75 0.38 78 27 1400 50% 1 0.43 130 8 -40% 0.85 1.15 37 28 1496 150% 1 0.83 130 8 1278 20% 1 0.75 37 32 40% 1 0.18 101 35 1536 80% 0.82 1.07 123 16 1416 120% 0.8 0.49 30 27 80% 1 0.35 41 6 1400 20% 0.82 0.3 76 25 -40% 0.75 0.86 123 33 1376 120% 1 0.57 87 7 80% 1 0.99 23 17 1626 -60% 1 0.56 30 13 1642 150% 0.85 0.63 30 23 -20% 1 0.25 41 129 1868 20% 1 0.3 58 5 40% 0.7 0.97 73 130 50% 0.8 0.36 66 31 1884 150% 1 0.61 87 16 696 150% 0.8 0.93 26 31 1974 40% 1 0.56 66 11 1480 120% 0.82 0.6 108 9 1706 80% 1 0.58 37 10 1892 50% 0.82 0.96 26 29 120% 1 0.3 44 25 -40% 1 0.43 44 11 1916 -40% 0.8 0.39 108 11 -40% 1 0.25 61 6 2168 80% 1 0.17 33 6 2758 -60% 1 0.47 19 5 2774 ERROR:#REF! 1 0.51 15 6 -40% 0.8 0.47 16 5 2774 80% 1 0.52 11 8 2710 -20% 0.85 0.52 87 12 -70% 0.7 0.59 62 150% 1 0.33 12 13 120% 0.7 0.65 33 7 -70% 0.82 1.21 87 6 50% 0.85 0.62 12 6 2734 20% 0.8 0.29 16 7 60% 0.82 0.6 58 7 20% 1 1.39 66 10 20% 1 0.8 66 7 -20% 1 0.61 66 122 20% 0.82 0.48 66 13 2224 40% 1 0.51 58 8 -40% 0.85 0.29 20 10 60% 0.85 0.68 181 11 3662 -10% 0.83 0.24 23 81 3534 20% 1 0.27 37 6 4108 -40% 0.7 0.25 51 17 5426 80% 0.7 0.49 58 18 5538 150% 0.7 0.7 108 56 5764 20% 0.78 0.79 11 13 -20% 0.83 0.44 35 7 80% 1 0.83 66 7 5442 120% 1 0.9 23 10 120% 0.82 0.39 108 13 -20% 1 0.34 35 7 40% 1 0.74 23 40% 1 0.66 66 9 80% 1 0.22 37 16 40% 0.85 0.42 58 8 6396 80% 0.7 0.19 51 28 80% 0.82 0.4 36 29 -20% 1 0.4 44 25 -20% 1 0.38 44 7 80% 1 0.72 66 13 5142 120% 1 0.44 44 7 20% 1 0.92 23 17 7414 -70% 0.85 0.51 108 13 7414 80% 0.72 0.52 130 8 60% 0.72 0.17 23 12 150% 1 0.63 12 8 60% 0.9 0.48 23 8 -40% 1 0.39 37 6 -20% 0.82 0.53 44 7 8634 60% 1 0.87 66 13 60% 0.82 0.43 33 8 60% 1 0.71 16 7 -60% 1 0.59 66 10 8262 50% 0.7 0.57 87 16 120% 0.82 0.13 23 13 120% 0.82 23 7 10138 20% 1 0.62 66 10 50% 0.82 0.26 78 8 11618 20% 0.85 0.77 87 14 120% 1 0.36 37 7 150% 1 0.32 66 6 -60% 0.85 0.49 41 7 -10% 1 0.6 66 8 14430 80% 0.77 0.28 31 9 -70% 0.76 0.12 26 7 20% 1 0.68 66 11 150% 0.7 0.33 61 25 -60% 1 0.35 44 7 80% 1 0.8 66 11 20% 1 0.64 65 5 120% 0.85 0.44 76 7 120% 1 0.75 66 6 150% 0.72 0.5 37 26 80% 1 0.42 44 5 120% 1 0.15 12 5 50% 0.75 0.38 56 6 40% 1 0.41 94 8 20% 1 0.43 66 8 80% 1 0.24 66 12 -60% 1 0.5 12 20% 1 0.26 37 7 50% 1 0.48 66 7 120% 1 0.38 66 6 ERROR:#REF! 1 0.48 76 7 -20% 1 0.45 66 7 40% 1 0.52 16 5 80% 1 0.31 76 8 194 130 -20% 0.7 0.8 5 7 70 50 50% 0.7 0.8 5 5 68 66 120% 0.7 0.8 5 15 27 10 80% 0.7 0.8 5 22 38 10 150% 0.7 0.8 5 12 174 82 -40% 0.7 0.8 5 12 22 10 -60% 0.7 0.8 5 8 15 10 120% 0.7 0.8 5 30 51 10 150% 0.7 0.8 5 7 311 220 -20% 0.7 0.8 5 10 48 26 80% 0.7 0.8 5 22 67 18 -40% 0.7 0.8 5 12 57 26 150% 0.7 0.8 5 16 27 10 150% 0.7 0.8 5 6 20 18 150% 0.7 0.8 5 12 73 34 -40% 0.7 0.8 5 47 142 18 120% 0.7 0.8 5 10 65 34 120% 0.7 0.8 5 8 273 186 40% 0.7 0.8 5 Data Exhibit-3 -wise cycle time
2.8 3 2.8 2.6 Data Exhibit-4 115 10 15 115 10 20 115 10 15 115 10 25 115 10 15 115 10 20 115 10 20 115 10 15 115 10 20 115 10 20 115 10 25 115 10 15 115 10 20 115 10 20
2
Table
Introduction
The data exhibits highlight
3
SKU
Table of Content
Data Exhibit-
1
This sheet contains data about the suppliers of MediCrystals collected by the ‘Risk Complaince’ team. Find the description of each column below:
Supplier
N
Location
Revenue
Y
20
9
Cash from Operations
Credit Rating
S-OTD
12
Single Source
IP Protection
Data security
10
Labor Unrests – “Y” indicates if the supplier has faced any labor unrests in the past 12 months. “N” if no labor unrests have been faced by the supplier in the past 12 months.Environmental Incidents
Data Exhibit-2
This sheet contains data about the inventory at GlasWork. Each column describes the SKU information as described below:
SKU – SKU NUmber
Std. Price ($)
On-Hand Stock ($)
30
APU (units) – Average monthly consumption (30 days) of the SKUAPU Trend
5
50
S-OTD – Supplier On-time delivery (S-OTD) performance for the past 12 monthsDemand variability (COV)
Lead Time (days)
Assumptions to be taken into consideration:
– The Minimum Order Quantity (MOQ) is equal to one lead-time demand
– The service level targeted can be assumed to be
95
– The expiry for all the mentioned SKUs is one year
Data Exhibit-3
This sheet has
4
202
21
The second table mentions the cycle time for each product in number of hours for each lot. The third table mentions cycle time for each product broken up according to the respective process times, in number of hours for each lot.
The final table of the sheet contains the net lot equivalents rejected in a quarter by Fabricadas, averaged from the previous year’s data.
Data Exhibit-4
According to the plans shared with the team, steps for manufacturing can be said to have the following processes : the glass tubing capacity unit, the hot-forming process unit that creates the required shape, washing and inspection unit and finally the packing and distribution unit.
Each plant manufactures the three products:
Ampoules
Vials
Syringes
Below figure is the data on shutdowns of Fabricadas provided by the Plant Manager. Each column gives the number of days a particular unit of the plant remains shut in a year, on an average and for what reasons.
Note: For one plant, only one product can undergo one process at a time. Mention any assumptions if required with clear reasoning mentioned alongside.
Data as of 30th Sep’20
Supplier Name Location Revenue Cash from Operations Credit Rating S-OTD Single Source IP Protection Data security
Labour Unrests
Plaxian
US
$
6
40
3
54
0.9
GutesGlas
Germany
$
8
29
90
46
28
91
0.8
Boavidro
Brazil
$9,28
7
36
900
0.6
Saanch
India
$3,
14
43
59
60
RealGlass
China
$
37
19
3
99
0.
82
Optikiet
$
11
23
31
0.
88
BestOGlass
$5,3
79
2
39
0.7
MedicMetric
Philippines
$10M
9
500
0.
94
Shale
Saudi Arabia
$2,
431
309
13
0.
86
Opticful
Italy
$95M
63
56
0.
92
basicPharm
$395M
9000000
0.88
PharmyLeaf
$
1,431
34
68
0.79
GlasWork’s data for its SKUs
SKU Std. Price ($) On-Hand Stock ($)
APU
(units)
14
17
5,
83
1
22
–
10%
0.
77
1.5
52
16
1,
53
1
78
20%
0.
85
1.8
72
15
4,5
62
3
24
–
40%
0.77
1.3
89
4,1
57
41
50%
1.9
94
786
58
1
70
120
0.92
7
858
2
33
42
-20%
0.83
1.1
2
392
239
-40%
0.
73
208
38
32
18
1.34
2
81
1,
170
162
391
45
64
130
0.
98
3
69
1,041
60%
1.4
201
67
55
26
120%
0.81
1.2
138
222
80
1.32
35
93
1,
75
122
64
603
1,636
1.7
7
84
3,410
74
-10%
61
49
27
1.43
116
332
1.15
67
408
214
1.58
4
557
1,500
1.54
4
65
47
1.23
169
96
89
385
261
9
409
337
2.
48
53823
1.91
460
483
1.02
412
1,022
1.33
1
76
7
770
604
2.56
21
835
1,
277
150
1.04
5
260
136
2.27
70964
833
1.28
57014
97
0.89
4
285
381
5
564
588
1.06
720
274
0.75
1.41
129
51
1.99
123
213
0.99
284
12,
240
-60%
1.47
133
106
0.91
9
71
92
173
1,095
0.78
44
4
842
3,800
0.86
67
145
194
150%
229
979
91
25
863
8
427
216
80%
1.6
752
742
1.95
33973
1,
146
66
346
215
44
321
186
0.94
536
0.
87
950
163
1.01
100
780
-70%
0.73
308
420
6
478
350
40
510
0.82
6
676
153
7
983
1
1,000
0.85
176
4
200
1,250
3
236
137
1.65
5
457
2,450
874
680
355
480
587
7
437
242
1.45
4
219
1.72
65
906
362
1,016
1.12
9
262
1,
267
268
144
459
204
1,492
2.11
69
313
4,
627
1.61
98
330
1,
237
0.97
76231
452
81538
404
848
4,236
470
5870
1.17
574
1,262
340
0.96
8
393
225
84
102
5
377
269
82833
279
101
98378
580
300
0.72
20
515
2
197
2
364
62,000
6
159
19362
113
1.86
28644
400
0.74
56532
792
73
183
187
3
954
7
402
220
33789
154
2
252
1.09
8
270
5,
135
95
156
771
464
18,
597
1.27
97
104
1,
625
160
487
3,
972
1.53
31
968
799
7
107
1,
608
8
190
1,026
0.84
398
1,644
265
9503 36
974
1.29
50413
813
8
348
1,411
2.41
57476
58
600
883
1,490
793
24,000
1.31
71001
846
1.85
89252
1.26
9
347
825
0.95
45870
466
1.07
3
748
22,000
1.13
258
845
185
3,409
67
890
371
66982
4,500
1.03
9
211
ERROR:#REF!
1
3890
184
45576
3,870
0.98
566
2,
744
416
461
89
812
3,
558
36
174
824
39
363
1,532
3404
6,597
73
861
87
768
292
177
22,174
1.98
165
56063
6,600
62,940
550
322
51647
889
1.14
56853
207
43587
1
1,700
18388
907
3.4
6
991
555
840
1,
139
5
802
3,
817
76279
280
840 5
32,500
43
344
232
3,394
19
942
3,153
1
212
0.71
83981
1,043
1.87
624
2
4,054
501
6,980
98053
2,812
0.87
1
545
513
15,
429
2
324
3680
290
326
1,
178
1.57
18511
1465
275
64
333
790
43951
1,050
82840
1,480
0.93
1
6258
3,466
1.46
68001
12,429
1.08
92564
2,
428
5080
12,318
349
4,327
56870
1,742
914
1,353
1.38
778
1,
372
68
677
1,597
2482
1,
424
0.76
7
772
1,
109
17676
9038
1,042
28488
1,
105
8
966
1,
380
83
959
1,182
3987
4,064
103
1,
117
3
526
79,471
175
3
859
16,
917
1.56
498
6,046
49
717
4,519
915
1,187
155
66
633
2,
289
80260
3,900
584
1,
195
89322
8,405
36
243
1,032
1.59
72
293
112
7,989
4
224
3,355
45
553
1,049
27719
1,265
4
875
596
5
273
10,423
551
278
1,044
3
4398
3,650
2
188
1,078
104,031
9
336
2,801
5
168
19154
12,800
68
319
3,
234
430
55807
317
20
509
1,261
95
930
1,085
66551
1,130
34
613
3,033
13
233
3,
912
76544
1.35
26
525
3,774
85
865
8,683
143
35731
2,284
1
7725
136,786
622
5,109
4
119
27,979
6
474
2
5,017
61240
247
4,750
50064
2,960
1.05
10239
2333
1,061
114
4
140
1,713
89395
5,
826
34902
1,
387
1.69
97
206
782
7
134
79,412
80430
16,036
41
203
10,999
263
93615
6,
328
46526
1,202
99092
1,699
91
923
2,242
7
640
962
89168
3,094
3
7058
15,886
7012
1,033
84
656
1,004
84646
1,326
1826
4,421
72754
1,064
19
189
6,463
4
249
99255
1,163
287
733
997
3
226
1,017
648
3,929
4481
5,294
56096
4,
291
68937
1,303
19300
1,
241
13827
3,359
2.33
79
320
9,424
3
918
1,663
1
244
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20,868
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0.69
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9,764
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0.46
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3,134
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0.12
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7,557
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29,610
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0.13
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23,182
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14,037
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6,315
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4
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13,134
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1
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134,154
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105,195
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29,513
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53,446
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303,071
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41,130
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0.17
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123,750
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32,970
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2
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43,246
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40,567
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227,620
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111,240
21
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33,895
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0.35
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59,141
6
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62,109
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1,589
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294,228
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0.41
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107,731
26322
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89,797
449
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80,379
34082
22512
167,861
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110,716
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230,
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461,007
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310,794
7
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1,395
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544,250
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334,335
2
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56722
4,876,665
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2,593
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1,792
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1,246
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17,123
2.48
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1.68
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1.52
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1,304
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6,416
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1,067
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1,120
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2.6
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3
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1.25
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2.18
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961
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1.84
86427
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55912
41393
149
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9970
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7
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373
59027
41124
6378
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7,718
151
90461
56401
383
56
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56 27 551 18 -40% 1 1.8 16
23375
53826
5
4642
736
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5,006
783
15200
954 49 308 10 -40% 0.82 1.47 11
9530
67014
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48155
80697
438
22667
43279
79136
307
88600
1,943
33,956
21917
43831
45570 6 600 10 -70% 1 0.25 6
30364
50889
475
64313
77284
24480
2.62
16764
34756
39358
55931
28439
56491
147
66055
58730
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7,514
1.73
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3,385
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16,944
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64531
96147
79018
15233
1906
80
571
30410
69988
543
27235
47774
985
95331
36565
41049
464 47 63 26 -40% 1 0.25 5
35267
27513
56382
31915
1.36
12364
43037
38771
2,975
1763
21546
18050
4,200
45282
1,088
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3
1912
621
3
407
55008
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1,151
52860
87199
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0.43
88147
98139
33393
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1,398
1.22
57740
7,345
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32009
36559
84789
1,015
42665
1,634
48705
40939
4,699
14533
9753
2,149
176,955
19030
1
2395
12172
6,180
94722
5,598
14522
74649
21,676
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1,603
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4
7789
301
866
74105
3,612
77196
58978
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3,001
1.21
93229
3,098
65577
3,237
34243
1,
739
46291
83455
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3,700
59233
2809
6,515
2
601
62746
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1,565
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43921
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9616
75534
1,012
128
3,576
109,975
58772
54645
39482
67961
4,417
5065
80734
61147
90479
95932
88791
97385
44081
48257
36570
84270
5146
31119 5 32 58 -40% 1 0.25 6
37
529
1.19
4774
1,003
64810
3,645
2080
1.42
91057
1.78
2418
93217
7,635
416 103
2,896
39378
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34250
62443
11,772
4615
7222
1438
473 7 67 34 20% 1 0.8 8
99727
2
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73377
58746
82534
27829
1,507
59196
43036
2,621
83101
0.53
484
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696
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49077
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1,293
50165
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98
192
36638
8
259
1391
84352
3,476
53102
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1.81
99367
81267
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2.54
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22030
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25867
91628
66242
14945
32
582
76900
34485
77841
32280
5
5974
46567
8264 95
8,084
62333
1,029
55949
1,011
12151
80557
34297
78368
18,543
75544
7,335
77656
17003
34364
60639
56543
6,027
21470
5,056
2177
1,154
63749
0.66
305
10654
9167
81582
68 76
6,876
45397
4,704
46725
798
34471
24296
63598
80417
25454
71418
1,195
53421
1,429
61732
38857
21237
59070
81817
10,889
1
2692
6,217
2.13
40
125
97339
59823
7789 15 159 42 50% 0.84 1 6
89
743
911
53890
1,039
54983
59066
33231
50421
8,087
20232
33927
76185
20238
1,470
93398
63038
3131
55467
51311
11965
96063
1,149
31835
27385
10,244
73865
775
78038
3,354
12439
59136
19
295
31773
2,818
23683
65446
97836
56216
1,111
78536
4776
1,226
16190
5565
68071
1,380
77925
1,648
46634
18263
60926
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6623
1,138
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47547
1449
63935
84079
1,592
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1,324
92398
89375
20852
79547
72253
32382
64875
1,339
51368
64152
4
1610
82785
98043
64314
6,753
38490
2,485
47576
1,109
82265
38388
12609
1,034
68333
80519
63391
68278
62579
59628
2,331
95065
38957
22100
66104
17847
3,888
7345
70462
64482
37,614
62503
1,722
70857
84231
43095
36905
6038
2,380
88925
12676
6,020
97466
13116
1,580
21916
166
78672
2,241
48170
1,
316
68368
35,839
3502
1,352
71874
72831
12081
94248
39637
31325
1,028
3514
0.44
26009
63410
3,028
0.56
68319 9 259 130 40% 1 0.25 16
14178
6,509
71729
2.36
24879
10,145
40405
8,711
70111
27049
87621
14288
0.65
16752
3
2,762
65233
62,187
84811
1,276
89414
2,417
69878
89406
91087
2,851
0.67
12420
31127
13256
2,221
51080
69484
1,413
63146
36370
1,235
54528
14288 5 68 50 40% 0.75 1.17 5
65229
2,532
30493
5413
1,369
1.55
81261
8396
11,799
51748
55043
23916
60159
8767
42966
86460
64326
8
281
93034
2,382
43497
60330
67998
6349
1,140
2038 58
1,373
36889
1.37
3064
14083
36230
70545
1,298
90062
91032
38945
11234
3,904
42687
1,238
5478
54362
30,968
29891
1,223
49844
7,454
60105
7,
938
81043
86262
2893
3,683
0.59
82832
25584
1,754
50931
44835
11,968
44205
93505
1,117
50685
29811
4,793
8352
5,792
71033
18,976
64525
76090
18009
2
9460
44496
4,254
32257
63671
3015
38
521
76274
2,679
67603
3
3662
42509
14,234
28450
1,008
99761
21603
20399
1,426
73806
26356
5,191
19573
93726
2,698
12539
9,427
24481
2,281
29599
1,685
37474
81640
95637
22010
3,222
81501
13,691
5405
1,756
54543
1,148
898
26059
66159
6795
6,562
70246
3,856
7767
1,702
25506
76289
41862
1,329
43542
4,363
73714
7,069
24402
41309
30931
6,070
88499
1906 25
9,021
91036
1,243
49927
1,075
21237 8
5,674
79282
1,743
33850
1,222
18456
4,507
29643
1,215
7596
140 111
4,524
33721
12,075
12708
1,230
8357
80435
19941
63308
1,136
61735
14220
72326
4,701
67215
1,362
1.18
27441
1,203
55243
110,940
87815
33690
3,236
20175
4,945
58204
1,142
57257
98215
1,110
25223
56345
4,969
5410
2,440
54078
13836
35496
11,077
21391
1,092
11726
13777
8,179
16202
9,383
37035
34163
2,468
90974
1,376
5
7414
1,115
79776
52150
11,093
43082
10048
69940
81437
71757
1,382
40407
11,817
3527 64
18,585
36945
76541
6,833
17052
2,374
63105
56398
1,607
46384
29,678
58168
8,342
92383
1,009
95344
1
1,474
91096
15,171
44289
72882
5,293
15226
34317
5,189
74311
5,183
32872
6,062
49342
1,255
98708
39272
1,619
8304
3,080
82029
90982
4,015
36031 40
19,967
18963
46597
1,260
1259
1,392
79319
12,940
766 11
4,825
43810
3,673
52377
29,380
4472
17,811
8381
9,495
32887
7,289
50455
7,663
21988
8,679
4774 7 946 574 20% 0.96 0.5 8
17857
2,937
56038
4,399
13693
6,089
43315
9,231
86385
4,422
1
7358
5,441
52906
1,345
56142
2,972
5763
3,444
80969
45,584
84472
2,452
46978
30,222
1195
4,540
28952
1,166
26416
75570
30,550
7177
2,646
40990
1,218
62848
66926
4,376
95968
57355
7,359
23115
94453
3,910
44607
40,432
2395 11
3,982
63570
8,075
66246
13,286
23411
3,291
76066
3,754
43620
1,669
2547
468,770
81938
1,458
42912
33553
21,243
39789
2,814
91223
49,158
52640
5462
10,193
55583
1,183
34575
2,581
1.79
21393
1,674
1076
1094
12,014
12390
335,784
49928
2,539
43049
12,419
93423
56667
3,013
1278
9,184
88579
90042
7,959
56626
7,894
87576
19059
63006
1,504
60353
5,944
7028
10,503
89547
7,874
15017
9,744
62586
6,951
17245
4,167
1052
79960
3,179
16166
98587
15,805
12808
10,818
13858
12,973
81553
6,335
36028
1,574
1166
21,820
98834
6,686
2.52
93176
10,481
1092
50322
8,103
38534
5,541
97523
5,661
1100
49417
17,631
1384
38055
30,233
25215
4641
1
3,945
1326
62360
14,048
1884
51528
5,467
64160
16,929
84043
1,133
30904
21,005
85805
18,500
58084
3,768
27446
8,411
90388
1488
0.33
41042
5,557
70466
68,393
62012
5,865
1772
4188
2,256
1730
3243
27,187
1376
43782
1,606
8995
17,775
43160
23853
28,601
1156
67476
4,657
53961
7,160
82197
9,914
88372
12,859
1116
58114
7,037
5442
14,620
21539
24,582
58829
6,649
12584
7,372
87698
5,203
1554
68145
10,832
21041
14,684
2797 19
34,814
2330
281 11
1
2,543
1634
92209
12,427
70689
15,734
74086
6,844
86600
17,410
67332
99,240
2054
67487
29,004
1796
49473
8,940
30%
38742
5,511
71185
46,571
2532
83637
17,809
8198
14,758
7
2168
19,656
85993
65,625
2894
18729
29,846
82525
2,540
61623
19,871
68006
4,772
2264
55871
61,223
1820
3168
35,422
65377
1
6,197
3056
42177
19,901
32539
33,735
69248
47,340
90794
53,500
2588
80284
18,475
62251
201,302
3986
12512
4,045
4092
7138
6,440
2410
3551
6,585
1780
62978
24,267
2354
30805
7,702
2644
81765
8,262
72201
4,210
4034
24001
24,413
92371
13,241
4084
34524
35,574
4278
82315
17,484
3824
38342
3,890
5955
5,218
5166
38881
1
9,081
3994
56336
14,473
32535
28,363
748 5
34,246
72476
31,283
74396
45,284
44305
18,207
30447
16,735
80234
5,720
89339
13,451
1892
92953
29,325
35927
5,502
3476
41997
3,254
4650
23278
35,676
4762
8431
56,798
7300
80110
27,367
5764
49468
15,955
2458
12339
20,839
4844
31399
121,483
18136
11,892
6210
60479
7,079
7640
97672
5,592
6396
53498
89,425
6670
25049
16,091
91487
177,154
8812
80948
95,815
71830
48,070
13104
64597
16,632
9814
79975
108,400
12926
10644
12,803
13880
10449
6,337
4100
34925
28,623
14512
5364
37,632
10372
30630
97,439
18764
90821
11,937
16354
16008
225,666
20242
61432
490,624
96244
7168
3,487
61513
2,257
96699
1,397
43993
7990
91785
54483
10402
65498
20079
24991
11569
84047
97266
41592
91776
13514
45713
8948
46840
26543
37521
36888
96560
48413
69905
35070
29174
73992
59728
30893
13434
48754
1,178
69438
48521
10160
22636
79757
38508
68359
76115
91854
78231
21326
2018
7,308
2734
4,196
20921
95171
4142
94901
69218
12028
92084
1132
93549
59794
4,902
27931 10 203 26 -20% 1 1.09 17
35674
67974
8,937
64792
1,289
54367
32417
1,212
78608
1,123
41577
3,110
2.73
93389
94299
42600
1.67
76120
40362
55608
67617
54138
50882
16358
12534
62403
1,159
82248
1,104
52072
28730
3,891
52153
54009
68436
4,830
13779
19,023
2814
19448
99849
10515
2809 43
1,107
1360
2,387
70304
68030
93202
45879
27166
26444
2,749
1.89
43598
1,545
64582
80847
3,708
78905
23693
45214
1,068
37503
91458
2891
4972
2,499
52793
8,416
39399
6,466
4511
93726 7 1,339 98 -10% 1 0.77 46
39232
36471
72009
9888
15592
9,207
52881
2,748
29760
17736
1,586
86717
56592
1,216
40235
3,936
8380
1,416
49745
12,137
2.96
81187
2,547
1.74
94965
18878
68042
42529
1,189
6
6171
42917
2,404
71293
1,263
76461
1,351
27362
6,495
40786
2,247
28757
54531
1,766
56878
50727
2,541
80345
86222
82397
24688
6,645
53178
97900
89175
43163
7767 34
10,136
28222
2,219
13306
2,536
69270
3,379
73772
2,524
18379
4,027
75466
40054
59245
3,876
27127
12,520
85754
23,248
18353
9,177
64862
3,374
17700
1,256
92842
5,522
50753
8,967
4108
12,013
9
4948
10,464
94486
10,549
49987
9,909
62670
79938
7,880
75778
7,862
53079
9,000
29275
1,139
45494
14606
15253
3,928
5405 62
17,565
76912
6,430
21094
30740
3,484
65825
15390
3,192
9460 6 953 640 120% 0.82 0.86 5
70192
39,154
40487
7,800
40955
2,330
72649
8,458
96234
6,841
81592
1,453
59688
5,712
50537
94029
10,398
12912
1012
43822
61494
42720
6,621
91970
36727
9,830
7029
1,693
1334
19193
28,943
2474
87190
32,885
2264 9
6,074
89670 7
16,474
1868
2466
29,441
43705
4,420
33429
46,190
7170
2062
19440
56,004
36309
13,649
62421
19,111
2450
23548
36,627
39886
1,486
2596
54187
6
8,835
4570
64,464
2774
29387
15,905
2684
16142
23,458
6
5538
3,281
3396
35915
40,706
97659
12,864
95638
30,433
4488
93718
15,532
63576
26,027
3534
55021
25,697
5352
90687
26,665
5450
9
3757
35,740
5046
16292
48,763
7914
47952
46,210
1627
35,512
6758
35617
149,293
7122
32397
84,210
7964
18215
112,381
11432
72632
92,698
16386
87490
102,666
18044
41409
75,197
93541
388,702
30218
57067
4,534
35278
14950
142,536
40968
5426
392,523
156120
62925
40644
76649
89944
49867
18223
11634
32876
6,208
70983
76620
75977
13567
38621
32340
2.02
1912 10 145 50 150% 0.77 0.83 8
55478
35251
55483
52870
2
1902
95730
2.16
86267
49640
2.79
76757
89604
337 38 43 10 40% 0.77 0.25 8
58091
18814
26426
83001
18496
19716
67636
30293
85486
64933
60019
2,522
44446
53279
38682
68107
67735
1,739
43416
1,383
76989
51198
12803
10,586
38646
5,014
15696
17919
1,484
30058
1,071
99646
5364 27 917 18 40% 1 1.34 30
35735
1,174
32668
31821
270 114
3,676
92458
89603
71993
1,155
39699
2,337
1438 5 26 18 150% 1 0.25 16
54474
1,122
93473
10,869
5926
87340
1,396
1.48
87129
28306
9,740
2838
78229
79791
84121
99578
1,536
71879
3,060
26140
1,057
22415
1,160
68881
1,176
57501
2753
1,045
87181
1,213
29409
16644
41517
2.8
1082
4,776
12328
72626
1,562
16289
25965
14078
1,209
56373
95073
6038 56
10,733
58787
1,165
64639
69830
65188
1,019
40051
85361
37092
48686
6,846
6648
1,219
95126
17,309
3317 184
3,227
17330
73163
30529
2,423
75565
25,362
26377
1,793
81114
1,084
9226
26562
3,030
32623
68540
28156
18,228
49101
65993
48764
85711
39929
48947
1,322
89694
7,341
38530
5,976
16511
30238
2,345
95354
10195
12342
2,458
40524
73436
2,508
57979
2,347
86446
1,348
35400
68922
172,682
51202
68884
1,054
1.64
59405
82483
82556
48498
43580
26841
39583
14,969
58892
2.46
33180
9,781
77660
84694
2669
28200
3,075
29974
25,610
97641
33430
1,271
2
1706
2,789
61949
1,143
57759
28562
3,767
71502
7,474
56882
90822
59339
2.05
27500
45813
1,040
19252
2,333
74570
131,154
37919
25,487
2.97
97165
4,198
53917
5,656
11945
2,986
29983
19689
3420
1,129
34397
5,901
2.39
94232
4,743
57897
57761
4,086
70411
14,597
36898
47,771
88394
17,546
11300
7,954
1.63
78565
4,569
97447
1.82
74532
1304
50263
40166
6,409
76254
11288
2,742
13539
57529
1,200
79439
16,193
79164
17,301
28529
3,435
13235
62444
7,568
12784
2,694
71481
1,144
62588
6,168
94540
5,067
77808
1,515
27821
5,144
37014
6,239
90642
3,277
97924
3,575
53336
4,980
96539
1496
7,766
82506
2,758
40360
3,260
16793
30,177
21780
38,901
6171 18
1,404
74487
2,513
22927
4,120
45694
36,667
34331
6,891
54476
18,745
18449
21,351
50958
29,934
86111
10,705
51560
19,340
98973
2,773
94223
29,003
2224
62009
4,388
17597
63321
19,419
58184
8,106
19926
93847
17,853
34705
1,363
93770
14,644
34341
4,191
46847
32,913
51680
90924
1,285
74725
8,633
4155
1902 19
12,817
62209
34,211
92572
9077 7
9,668
55713
10,858
83828
2,994
91962
1,180
35453
7,919
30304
64738
48178
3,258
2853
5,669
43200
21,326
50356
4,347
84159
24,452
47194
3,714
39092
1,513
67795
77,744
50338
91641
87,993
7834
2,687
47305
9,136
48947 30
12,699
27440
41,059
9994
7,311
63165
7,712
75443
2,651
99788
20353
116,998
49339
9,230
52914
1,073
36629
1,152
58871
5,921
18093
54978
63,691
92203
2,918
97545
16,310
66898
131,594
57446
7,706
14894
45,130
73985
3,542
14430
32745
10,171
76211
6,010
97365
8,934
37513
96,100
96799
17,641
9310
5,778
22592
44,490
3596
46,041
85238
7,258
21639
13,622
67331
15,291
37199
3,659
95172
65,349
89009
399,712
18054
10,286
88086
16,456
1200
2,827
92167
10,259
73299
20,300
85782
160,102
16740
72,221
5590
42,508
42673
13,504
83165
60,934
10728
8,100
4948 6
1,446
36464
30,759
1626
89822
5,406
70136
44,979
1238
28 7
3,574
60356
17,198
49056
11,183
68656
48,218
96831
71,274
27776
29,044
96362
95225
10,485
7909
7,924
91789
3,738
72449
4,642
27154
17,864
83201
18,485
75182
32,835
65708
18,143
20959
50,725
90521
74990
12,512
92765
25,582
31580
48074
22,849
79112
86,818
70415
15,639
1020
99848
180,017
52705
13,219
73292
35,299
1350
68878
284,676
93732
15,723
30570
23,774
1440
13833
13,396
99935
138,688
1246
69877
90,602
78653
15,048
2176
39066
19,381
63422
17,340
19662
18,236
1738
37118
164,863
80338
49,099
2700
75377
242,701
1764
58345
126,469
20968
11,443
33663
92,390
82122
47,937
66529
14,666
37616
21,276
23498
32,665
1982
79740
46,394
2322
37451
45,806
44086
17,260
1924
63214
5,877
93600
7,851
13702
5,909
61579
6,626
2766
35565
4,451
25338
47,979
84184
73,997
3494
3757 12
6,655
2798
73327
43,192
3316
43888
89,048
2862
67863
6,438
2984
69223
5,244
64275
38,129
3348
37406
151,412
5240
51158
112,237
4746
80784
55,593
3922
76236
575,272
3574
55531
37,031
70588
8,415
2936
97736
262,331
4658
92696
13,973
98395
114,228
64372
26,702
57822
133,869
66250
345,099
9755
113,320
26942
49,543
5094
9797
158,885
8634
93898
37,261
91055
117,929
5142
33116
42,788
5796
86564
39,728
6856
4642 8
101,798
6654
18597
30,713
6904
56095
146,604
7898
38229
47,664
28536
150,568
8262
61717
132,267
6290
9090
129,910
7188
42375
127,038
7786
18011
57,288
20540
35,417
5054
13930
304,566
9
2199
315,697
63513
27,035
8302
94415
30,769
7648
6029
42,327
9450
44003
43,547
7276
23986
74,176
10082
73720
165,434
63798
75,606
8336
98629
30,471
7454
29892
102,512
7430
59614
198,445
88894
43,223
10874
49629
39,605
10954
0.14
68622
145,615
68753
158,137
12394
40923
297,227
26976
107,616
12620
17406
107,510
12418
76681
94,989
14892
4832
206,470
14850
39743
66,039
53538
54,510
15748
40556
276,303
17760
43990
228,825
16258
92052
288,391
17380
27747
371,075
20808
86404
345,336
17284
61763
137,467
13452
28852
321,458
19038
14291
97,913
15360
57292
387,081
19152
99156
19,966
24058
54058
150,551
20114
67195
273,745
21318
74844
254,736
23508
14805
206,021
28002
87233
104,127
31494
18044 7
140,529
33096
97858
395,536
33936
45558
538,973
55100
77067
1,129,565
100674
95552
927,845
82874
18382
299,388
98614
87485
982,693
126260
85729
13084
1610 9 30 18 60% 0.7 0.8 5
4336 12 75 34 -60% 0.7 0.8 5
36540
84555
82988
16822
66098
10530
14562
66951
26379
98206
86793
32713
92434
78262
57719
2199 8 112 74 120% 0.7 0.8 5
31340
44624
Demand History and Projections
Demand Projections
Q3 2020 (actual)
Q4 2020
Q1 2021
Q2 2021
[in lots]
Ampoules 15 55 60 65
Vials 5 20 30 35
Syringes 10 35 40 45
Product
Product
Cycle Time (hours)
Ampoules 60
Vials 63
Syringes 57
Cycle time breakup by product and line
Cycle Time (hours/process)
Tubing
Hot-forming
Washing
Packing
Ampoules 6 12 18 24
Vials 9 9 21 24
Syringes 6 9 18 24
Net lot equivalent rejected in a quarter
Product
Bend tubing Rejects
Contamination rejects
Glass breakages
Air bubbles
Ampoules 1
5.7
3.5
Vials 2.8 6
3.2
Syringes 3.4
5.2
4-step manufacturing process for all 3 products in Fabricadas
Fabricadas Utilization and Stoppages
Unit
Weekends and Holidays
Planned shutdowns
Unplanned shutdowns
Tubing #1
Tubing #2
Forming #1
Forming #2
Washing #1
Washing #2
Washing #3
Washing #4
Packing #1
Packing #2
Packing #3
Packing #4
Packing #5
Packing #6
Material Management
Structured assessment of material handling processes and production scheduling processes to optimize warehouse inventory management and forecasting
Asset Care
Structured assessment of asset care planning and execution to reduce unplanned breakdowns
Factory Efficiency
Structured analysis of production line performance to identify cause(s) for downtime and resolution for downtime reduction
Creative Solution
Out of the box thinking to come up with creative solutions that are cost effective and actionable