Tradeoffs and Resource Allocation Effects for Alternative IS Management Policies
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Tradeoffs and Resource Allocation Effects for Alternative IS Management Policies Thomas Wahl, Zishun Zhao, & Ricardo Diaz IMPACT Center and School of Economic Sciences Washington State University www.impact.wsu.edu
description
Tradeoffs and Resource Allocation Effects for Alternative IS Management Policies. Thomas Wahl, Zishun Zhao, & Ricardo Diaz IMPACT Center and School of Economic Sciences Washington State University www.impact.wsu.edu. The Rest Of The Team. Preston Andrews, Horticulture - PowerPoint PPT Presentation
Transcript of Tradeoffs and Resource Allocation Effects for Alternative IS Management Policies
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Tradeoffs and Resource Allocation Effects for Alternative IS Management PoliciesThomas Wahl, Zishun Zhao, & Ricardo DiazIMPACT Center andSchool of Economic SciencesWashington State Universitywww.impact.wsu.edu
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The Rest Of The TeamPreston Andrews, HorticultureJan Busboom, Animal ScienceRon Mittelhammer, EconomicsRay Huffaker, EconomicsMichael Livingston, ERS
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MotivationAgricultural production is a complex and dynamic process with an evolving productive stockChanging demographics due to shocksBSE, FMD, coddling moth, Long-lasting effects of these shocksDifferent effects on various participantsGet the biological process right and then add the IS shocks and policies
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ObjectivesDevelop a modeling framework that:Can be used to measure effects on social welfare from ISIs general enough to accommodate different animal and plant speciesCan establish the linkage between economic loss and risk management policiesWill generate optimal resource allocation schemes for alternative IS management policies
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Model HighlightsTwo bio-economic models developedAnimal Pest (Livestock model)Plant pest (Perennial fruit model)www.nny.org www.wsu.edu
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Model HighlightsInventories are differentiated by ageDemand systemAIDS Substitution effectsMoney-metric welfare measureImportant IS pathways endogenizedFlexibility in accommodating various expectation schemes
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Livestock Model
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Perennial Fruit Model
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IS Introduction and DisseminationProduction decisions in the presence of an invasive speciesNon-susceptible inventoriesImmune inventoriesSusceptible inventoriesAffected (host) inventoriesInventory groups determined by the dynamics of disseminationRandom nature of introduction and spread
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IS Introduction and Dissemination (e.g.. livestock)SusceptibleImmuneNon-SusceptibleHostsSusceptibleImmuneNon-SusceptibleHostsDeath and Depopulation
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IS Introduction and SpreadEstablishment and spreadPreventionreducing the probability of establishment and/or number of hostsControlincreasing the probability of eradication
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IS Introduction and DisseminationIntroduction and eradication are random variables with a geometric distributionPreventionreducing the probability of establishmentControlincreasing the probability of an IS being detected and eliminated
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Policy ImplicationsPrevention measuresMarginal cost among measures equal Positive probability of establishmentEventually an IS becomes establishedProlong interval between eventsMonitoring and emergency response
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Policy ImplicationsTradeoff between prevention and controlResource useFast-spreading, hard-to-eliminate speciesPreventing less costlyCostly-to-detect, slow-spreading speciesControl less costlyConfidence in government agenciesProducers perception of susceptibility will change probability of becoming affected
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Livestock Model ImplementationAnnual beef production model with 9-year reproductive lifeFeeders go through backgrounding and a fixed ration feeding programGrowth and body composition of feeders predicted using NRC nutrient requirementsQuality and yield grade predicted to fit the marketing system gridLinear search to determine the optimal slaughter point
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Livestock Model ImplementationDemand for both fed beef and cow beefInventory updatingnave expectations in unit profitability with partial adjustmentUnit profitability as a proxy for capital value of cows
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Simulated ScenariosAssumed scenarios to test the validity and stability of the modelOne-time 30% reduction in breeding herd representing a dramatic depopulation15% death rate in the breeding herd representing an epidemic100% increase in the feed cost representing feed regulation100% increase in breeding cost (maintenance cost of cows)
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One-time 30% Inventory Reduction
Chart8
34.1334.13
33.9233.92
34.3334.33
33.933.93
33.0433.11
33.4333.5
33.5733.68
33.5333.68
33.7633.94
34.0634.29
34.4334.71
34.5734.88
35.0335.32
35.0535.31
34.534.39
34.4334.27
34.2834.06
33.9933.75
34.0233.88
34.134.01
34.2623.96
34.3424.08
34.6726.3
34.7628
34.5228.63
34.5430.93
34.4732.8
34.2934.32
34.2235.31
34.2436.15
34.336.44
34.3235.19
34.5334.64
34.6134.83
34.5233.11
34.5633.36
34.5633.56
34.4533.98
34.3634.18
34.3534.86
34.3935.26
34.3834.75
34.4934.76
34.5534.86
34.5133.9
34.5433.81
34.5633.93
34.534.16
34.4234.1
34.434.53
34.4134.84
34.3934.68
34.4534.77
34.4834.95
34.4834.36
34.5134.17
34.5334.12
34.5334.2
34.4834.19
34.4634.41
34.4534.6
34.4334.59
34.4834.69
34.4934.84
34.4934.52
34.5134.37
34.5234.29
34.5334.3
34.4934.21
34.4834.31
34.4634.4
34.4534.44
34.4634.53
34.4734.68
34.4734.6
34.4834.54
34.534.48
34.5134.46
34.534.33
34.534.37
34.4934.38
34.4734.4
34.4834.44
34.4834.55
34.4834.54
34.4834.55
34.4934.53
34.534.56
34.534.46
34.534.45
34.534.45
34.4934.45
34.4934.47
34.4934.53
34.4834.52
34.4834.54
34.4934.52
34.534.53
34.534.47
34.534.46
Base
Scenario 4
Simulated Breeding Stock
Sheet4
Sheet4
3
-0.42
-0.5
0.04
0.56
0.74
0.73
1.26
1.05
0.83
0.59
0.22
-0.23
-0.74
-0.4
-0.32
-0.33
0.41
0.42
0.63
-13.9
-14.16
-8.54
-4.31
-2.08
4.15
4.15
7.12
7.4
5.38
3.5
0.74
-2.03
-3.7
-3.01
-1.72
-0.35
1.92
2.38
4.37
4.1
2.63
0.82
-0.99
-2.69
-2.2
-1.34
-0.29
1.31
2.28
3.33
3.5
2.13
0.83
-0.88
-2.25
-1.86
-1.17
-0.42
1.33
1.8
2.95
2.95
1.88
0.6
-0.8
-2.01
-1.61
-1.09
-0.22
1.09
1.69
2.59
2.67
1.61
0.52
-0.77
-1.79
-1.5
-0.9
-0.24
1.05
1.46
2.36
2.35
1.42
0.42
-0.72
-1.7
-1.31
-0.85
-0.18
0.97
1.4
2.17
2.18
1.25
0.34
-0.74
-1.56
-1.24
-0.75
-0.19
0.93
1.31
2.02
2.01
1.16
0.26
-0.72
-1.49
-1.14
-0.69
-0.14
0.89
1.24
1.88
1.84
1.02
0.2
-0.71
-1.43
-1.07
-0.61
-0.11
0.85
1.19
1.77
1.71
0.91
0.13
-0.72
-1.38
-0.99
-0.59
-0.04
0.84
1.15
1.69
1.58
0.82
0.05
-0.76
-1.34
-0.95
-0.54
-0.04
0.85
1.08
1.62
1.52
0.74
0.01
-0.76
-1.32
-0.91
-0.5
-0.02
0.85
1.05
1.55
1.43
0.65
-0.06
-0.78
-0.92
-0.77
-0.38
0.31
0.79
1.42
1.65
1.4
0.81
0.04
-0.67
-1.22
-0.84
-0.47
0.02
0.77
1.38
1.76
1.53
1.05
0.27
-0.53
-1.15
-0.85
-0.51
-0.1
0.69
1.02
1.42
1.36
0.72
0.1
-0.62
-1.12
-0.8
-0.47
profit
DoubleBreedingCost
34.13
33.92
34.33
33.93
33.11
33.5
33.68
33.68
33.94
34.29
34.71
34.88
35.32
35.31
34.39
34.27
34.06
33.75
33.88
34.01
34.23
34.4
26.21
21.16
18.26
16.91
18.76
19.6
20.34
21.86
23.48
25.45
26.26
26.37
24.11
22.29
20.62
20.29
20.76
20.99
21.7
23.2
24.51
25.33
25.47
23.98
22.31
21.4
20.69
21.16
21.24
22
23.11
24.27
24.94
25.19
23.75
22.58
21.55
20.99
21.37
21.59
22.13
23.15
24.11
24.78
24.85
23.72
22.56
21.71
21.2
21.61
21.72
22.26
23.13
24.07
24.57
24.72
23.61
22.6
21.81
21.42
21.75
21.89
22.34
23.19
23.98
24.47
24.54
23.54
22.59
21.91
21.52
21.87
21.98
22.45
23.2
23.96
24.36
24.44
23.47
22.63
21.98
21.63
21.94
22.08
22.5
23.23
23.91
24.3
24.33
23.43
22.63
22.04
21.72
22.04
22.17
22.58
23.25
23.89
24.22
24.26
23.38
22.63
22.09
21.8
22.11
22.24
22.63
23.28
23.86
24.17
24.18
23.33
22.61
22.11
21.86
22.18
22.31
22.7
23.32
23.87
24.13
24.12
23.29
22.61
22.13
21.9
22.23
22.38
22.75
23.34
23.87
24.11
24.08
23.26
22.6
22.15
21.94
22.29
22.43
22.8
23.37
23.87
24.07
23.65
23.05
22.5
22.12
22.1
22.1
22.27
22.73
23.33
23.8
24.02
24
23.25
22.64
22.19
22.03
21.93
22.14
22.61
23.19
23.69
24
24.04
23.34
22.72
22.29
22.02
22.26
22.41
22.76
23.25
23.72
23.97
23.98
23.27
22.7
Breeding
Sheet5
3.2
2.76
2.79
2.87
2.9
2.98
3
3.12
3.1
3.08
3.07
3
2.95
2.83
2.8
2.81
2.79
2.92
2.95
3.01
3.05
3.02
2.69
2.66
2.62
3.96
4.94
6.91
7.69
7.08
6.69
6.04
4.93
4.26
3.75
3.65
3.63
4.33
4.76
5.81
6.03
5.96
5.59
5.04
4.35
4
3.8
3.88
4.24
4.85
5.36
5.83
5.62
5.47
4.92
4.43
4.05
3.94
3.89
4.35
4.72
5.32
5.59
5.5
5.28
4.89
4.4
4.13
3.96
4.01
4.33
4.76
5.2
5.49
5.35
5.22
4.82
4.44
4.14
4.04
4.04
4.39
4.72
5.16
5.36
5.28
5.12
4.8
4.42
4.19
4.06
4.09
4.4
4.73
5.1
5.32
5.2
5.08
4.75
4.43
4.2
4.11
4.11
4.42
4.72
5.07
5.25
5.16
5.02
4.73
4.42
4.22
4.13
4.15
4.44
4.73
5.04
5.21
5.1
4.98
4.7
4.42
4.23
4.16
4.17
4.45
4.73
5.02
5.16
5.06
4.94
4.68
4.41
4.24
4.17
4.2
4.47
4.74
5.01
5.13
5.03
4.9
4.65
4.4
4.24
4.18
4.21
4.49
4.73
5.01
5.12
5
4.88
4.64
4.4
4.25
4.19
4.23
4.5
4.74
5
5.1
4.97
4.85
4.62
4.39
4.24
4.21
4.35
4.55
4.8
4.98
5.06
5.03
4.88
4.64
4.41
4.27
4.22
4.25
4.5
4.73
4.98
5.07
5.09
4.94
4.7
4.46
4.3
4.23
4.24
4.46
4.71
4.93
5.05
4.96
4.86
4.65
4.44
4.3
4.24
Price
DoubleRation
806.564
801.35
804.826
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
804.826
806.564
806.564
806.564
806.564
806.564
794.398
790.922
785.73
842.402
859.672
872.674
875.556
874.104
872.674
868.34
859.672
849.596
835.208
832.348
830.918
851.026
856.79
866.888
868.34
868.34
865.436
861.124
851.026
843.832
836.66
839.52
849.596
858.242
864.006
866.888
865.436
864.006
859.672
852.478
845.284
842.402
840.972
851.026
856.79
864.006
865.436
865.436
862.554
859.672
852.478
846.714
842.402
843.832
851.026
856.79
862.554
865.436
864.006
862.554
858.242
852.478
846.714
843.832
843.832
852.478
856.79
862.554
864.006
862.554
861.124
858.242
852.478
848.144
845.284
845.284
852.478
856.79
861.124
864.006
862.554
861.124
856.79
852.478
848.144
846.714
846.714
852.478
856.79
861.124
862.554
862.554
861.124
856.79
852.478
848.144
846.714
846.714
852.478
856.79
861.124
862.554
861.124
859.672
856.79
852.478
848.144
846.714
848.144
852.478
856.79
861.124
862.554
861.124
859.672
856.79
852.478
849.596
846.714
848.144
852.478
856.79
861.124
861.124
861.124
859.672
855.36
852.478
849.596
848.144
848.144
853.908
856.79
859.672
861.124
859.672
858.242
855.36
852.478
849.596
848.144
848.144
853.908
856.79
859.672
861.124
859.672
858.242
855.36
852.478
849.596
848.144
851.026
853.908
858.242
859.672
861.124
861.124
858.242
855.36
852.478
849.596
848.144
849.596
853.908
856.79
859.672
861.124
861.124
859.672
856.79
852.478
849.596
848.144
849.596
852.478
856.79
859.672
861.124
859.672
858.242
855.36
852.478
849.596
849.596
Finish Weight
Sheet2
TPriceCow PprofitBreedingCullingFinishWFinishCostFinish Weight
03.20334.130.68366.62438.88806.564
12.76136.58-0.4233.920.7364.25434.05801.35
22.79160.65-0.534.330.69365.83437.27804.826
32.87151.960.0433.930.63366.62438.88806.564
42.9140.540.5633.110.65366.62438.88806.564
52.98148.420.7433.50.64366.62438.88806.564
63149.230.7333.680.63366.62438.88806.564
73.12144.891.2633.680.62366.62438.88806.564
83.1146.751.0533.940.63366.62438.88806.564
93.08147.650.8334.290.65366.62438.88806.564
103.07151.120.5934.710.65366.62438.88806.564
113150.30.2234.880.68366.62438.88806.564
122.95157.38-0.2335.320.68366.62438.88806.564
132.83155.65-0.7435.310.66366.62438.88806.564
142.8135.79-0.434.390.67366.62438.88806.564
152.81142.96-0.3234.270.66366.62438.88806.564
162.79144.07-0.3334.060.65365.83437.27804.826
172.92141.630.4133.750.64366.62438.88806.564
182.95149.230.4233.880.63366.62438.88806.564
193.01145.360.6334.010.64366.62438.88806.564
203.05147.98-13.934.230.79366.62438.88806.564
213.02148.26-14.1634.40.82366.62438.88806.564
222.6966.26-8.5426.210.84361.09427.64794.398
232.6694.58-4.3121.160.77359.51424.44790.922
242.62125.85-2.0818.260.72357.15419.66785.73
253.96152.494.1516.910.49382.91475.76842.402
264.94268.764.1518.760.44390.76493.71859.672
276.91175.447.1219.60.39396.67507.27872.674
287.69173.617.420.340.39397.98510.3875.556
297.08173.895.3821.860.47397.32508.78874.104
306.69174.513.523.480.62396.67507.27872.674
316.04200.40.7425.450.71394.7502.74868.34
324.93197.16-2.0326.260.76390.76493.71859.672
334.26194.14-3.726.370.77386.18483.22849.596
343.75139.06-3.0124.110.78379.64468.32835.208
353.65147.19-1.7222.290.7378.34465.36832.348
363.63150.16-0.3520.620.67377.69463.88830.918
374.33168.531.9220.290.52386.83484.71851.026
384.76189.62.3820.760.48389.45490.7856.79
395.81156.94.3720.990.46394.04501.23866.888
406.03162.474.121.70.52394.7502.74868.34
415.96178.022.6323.20.61394.7502.74868.34
425.59188.50.8224.510.7393.38499.72865.436
435.04194.19-0.9925.330.74391.42495.21861.124
444.35191.58-2.6925.470.77386.83484.71851.026
454152.3-2.223.980.74383.56477.25843.832
463.8150.86-1.3422.310.72380.3469.81836.66
473.88161.2-0.2921.40.64381.6472.78839.52
484.24164.431.3120.690.56386.18483.22849.596
494.85183.372.2821.160.5390.11492.2858.242
505.36158.393.3321.240.5392.73498.22864.006
515.83165.533.5220.54394.04501.23866.888
525.62175.422.1323.110.62393.38499.72865.436
535.47185.670.8324.270.68392.73498.22864.006
544.92190.17-0.8824.940.73390.76493.71859.672
554.43191.31-2.2525.190.74387.49486.21852.478
564.05153.01-1.8623.750.74384.22478.74845.284
573.94157.67-1.1722.580.7382.91475.76842.402
583.89160.1-0.4221.550.65382.26474.27840.972
594.35164.611.3320.990.57386.83484.71851.026
604.72183.311.821.370.53389.45490.7856.79
615.32161.782.9521.590.52392.73498.22864.006
625.59165.522.9522.130.56393.38499.72865.436
635.5175.171.8823.150.62393.38499.72865.436
645.28182.870.624.110.69392.07496.71862.554
654.89189.24-0.824.780.72390.76493.71859.672
664.4186.58-2.0124.850.74387.49486.21852.478
674.13156.79-1.6123.720.73384.87480.23846.714
683.96158.29-1.0922.560.7382.91475.76842.402
694.01161.78-0.2221.710.65383.56477.25843.832
704.33166.31.0921.20.58386.83484.71851.026
714.76182.321.6921.610.54389.45490.7856.79
725.2162.352.5921.720.54392.07496.71862.554
735.49166.582.6722.260.56393.38499.72865.436
745.35174.271.6123.130.63392.73498.22864.006
755.22183.050.5224.070.68392.07496.71862.554
764.82186.11-0.7724.570.72390.11492.2858.242
774.44186.63-1.7924.720.73387.49486.21852.478
784.14157.53-1.523.610.73384.87480.23846.714
794.04159.65-0.922.60.69383.56477.25843.832
804.04162.97-0.2421.810.65383.56477.25843.832
814.39167.341.0521.420.59387.49486.21852.478
824.72181.581.4621.750.55389.45490.7856.79
835.16163.412.3621.890.55392.07496.71862.554
845.36166.652.3522.340.58392.73498.22864.006
855.28175.021.4223.190.63392.07496.71862.554
865.12181.310.4223.980.68391.42495.21861.124
874.8185.73-0.7224.470.71390.11492.2858.242
884.42184.48-1.724.540.72387.49486.21852.478
894.19158.35-1.3123.540.72385.52481.72848.144
904.06160.74-0.8522.590.69384.22478.74845.284
914.09164.1-0.1821.910.65384.22478.74845.284
924.4167.820.9721.520.59387.49486.21852.478
934.73181.231.421.870.56389.45490.7856.79
945.1163.832.1721.980.56391.42495.21861.124
955.32167.792.1822.450.58392.73498.22864.006
965.2174.581.2523.20.64392.07496.71862.554
975.08181.330.3423.960.68391.42495.21861.124
984.75184.18-0.7424.360.71389.45490.7856.79
994.43183.84-1.5624.440.72387.49486.21852.478
1004.2158.95-1.2423.470.71385.52481.72848.144
1014.11161.65-0.7522.630.69384.87480.23846.714
1024.11164.83-0.1921.980.65384.87480.23846.714
1034.42167.910.9321.630.59387.49486.21852.478
1044.72180.61.3121.940.57389.45490.7856.79
1055.07164.762.0222.080.56391.42495.21861.124
1065.25167.942.0122.50.59392.07496.71862.554
1075.16175.051.1623.230.64392.07496.71862.554
1085.02180.630.2623.910.68391.42495.21861.124
1094.73183.66-0.7224.30.71389.45490.7856.79
1104.42182.62-1.4924.330.72387.49486.21852.478
1114.22159.62-1.1423.430.71385.52481.72848.144
1124.13162.37-0.6922.630.68384.87480.23846.714
1134.15165.55-0.1422.040.65384.87480.23846.714
1144.44168.510.8921.720.6387.49486.21852.478
1154.73180.481.2422.040.57389.45490.7856.79
1165.04165.051.8822.170.57391.42495.21861.124
1175.21168.531.8422.580.6392.07496.71862.554
1185.1174.791.0223.250.64391.42495.21861.124
1194.98180.480.223.890.68390.76493.71859.672
1204.7182.71-0.7124.220.7389.45490.7856.79
1214.42182.15-1.4324.260.71387.49486.21852.478
1224.23159.73-1.0723.380.71385.52481.72848.144
1234.16162.96-0.6122.630.68384.87480.23846.714
1244.17166.21-0.1122.090.65385.52481.72848.144
1254.45169.010.8521.80.6387.49486.21852.478
1264.73179.911.1922.110.58389.45490.7856.79
1275.02165.611.7722.240.58391.42495.21861.124
1285.16168.811.7122.630.6392.07496.71862.554
1295.06175.130.9123.280.65391.42495.21861.124
1304.94180.030.1323.860.68390.76493.71859.672
1314.68182.27-0.7224.170.7389.45490.7856.79
1324.41181.43-1.3824.180.71387.49486.21852.478
1334.24159.92-0.9923.330.7386.18483.22849.596
1344.17163.54-0.5922.610.68384.87480.23846.714
1354.2166.4-0.0422.110.65385.52481.72848.144
1364.47169.860.8421.860.6387.49486.21852.478
1374.741801.1522.180.58389.45490.7856.79
1385.01165.881.6922.310.58391.42495.21861.124
1395.13169.271.5822.70.61391.42495.21861.124
1405.03175.130.8223.320.65391.42495.21861.124
1414.9179.920.0523.870.68390.76493.71859.672
1424.65181.69-0.7624.130.7388.8489.2855.36
1434.4180.94-1.3424.120.71387.49486.21852.478
1444.24160.02-0.9523.290.7386.18483.22849.596
1454.18163.76-0.5422.610.68385.52481.72848.144
1464.21166.78-0.0422.130.64385.52481.72848.144
1474.49169.760.8521.90.6388.14487.7853.908
1484.73180.351.0822.230.58389.45490.7856.79
1495.01166.221.6222.380.58390.76493.71859.672
1505.12169.581.5222.750.61391.42495.21861.124
1515175.290.7423.340.65390.76493.71859.672
1524.88179.850.0123.870.69390.11492.2858.242
1534.64181.36-0.7624.110.7388.8489.2855.36
1544.4180.37-1.3224.080.71387.49486.21852.478
1554.25159.96-0.9123.260.7386.18483.22849.596
1564.19163.9-0.522.60.67385.52481.72848.144
1574.23167.13-0.0222.150.64385.52481.72848.144
1584.5169.980.8521.940.6388.14487.7853.908
1594.74180.61.0522.290.58389.45490.7856.79
1605166.491.5522.430.59390.76493.71859.672
1615.1169.761.4322.80.61391.42495.21861.124
1624.97175.490.6523.370.65390.76493.71859.672
1634.85179.73-0.0623.870.69390.11492.2858.242
1644.62180.91-0.7824.070.7388.8489.2855.36
1654.39168.67-0.9223.650.7387.49486.21852.478
1664.24165.53-0.7723.050.69386.18483.22849.596
1674.21166.02-0.3822.50.67385.52481.72848.144
1684.35168.840.3122.120.63386.83484.71851.026
1694.55174.970.7922.10.6388.14487.7853.908
1704.8168.21.4222.10.58390.11492.2858.242
1714.98167.721.6522.270.59390.76493.71859.672
1725.06171.061.422.730.62391.42495.21861.124
1735.03176.660.8123.330.65391.42495.21861.124
1744.88180.430.0423.80.68390.11492.2858.242
1754.64181-0.6724.020.7388.8489.2855.36
1764.41179.93-1.22240.7387.49486.21852.478
1774.27161.15-0.8423.250.7386.18483.22849.596
1784.22164.91-0.4722.640.67385.52481.72848.144
1794.25166.840.0222.190.64386.18483.22849.596
1804.5170.690.7722.030.6388.14487.7853.908
1814.73167.461.3821.930.58389.45490.7856.79
1824.98168.121.7622.140.59390.76493.71859.672
1835.07171.931.5322.610.61391.42495.21861.124
1845.09176.381.0523.190.64391.42495.21861.124
1854.94180.180.2723.690.68390.76493.71859.672
1864.7181.29-0.53240.69389.45490.7856.79
1874.46180.66-1.1524.040.7387.49486.21852.478
1884.3162.46-0.8523.340.7386.18483.22849.596
1894.23164.73-0.5122.720.68385.52481.72848.144
1904.24167.47-0.122.290.65386.18483.22849.596
1914.46168.790.6922.020.61387.49486.21852.478
1924.71177.841.0222.260.59389.45490.7856.79
1934.93167.481.4222.410.59390.76493.71859.672
1945.05170.551.3622.760.61391.42495.21861.124
1954.96174.460.7223.250.65390.76493.71859.672
1964.86178.540.123.720.68390.11492.2858.242
1974.65180.65-0.6223.970.69388.8489.2855.36
1984.44180.05-1.1223.980.7387.49486.21852.478
1994.3162.12-0.823.270.7386.18483.22849.596
2004.24165.46-0.4722.70.67386.18483.22849.596
Sheet2
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profit
70%Inventory
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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Breeding
Sheet1
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Price
15%death
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Finish Weight
Base2
Base2
3
-0.42
-0.5
0.04
0.56
0.74
0.73
1.26
1.05
0.83
0.59
0.22
-0.23
-0.74
-0.4
-0.32
-0.33
0.41
0.42
0.63
5.64
2.06
4.11
1.06
3.12
-0.34
2.84
-1.43
1.76
-1.51
0.33
-0.2
0.14
-0.43
0.24
-0.39
-0.2
-0.38
-0.01
-0.46
0.17
-0.1
0.34
-0.08
0.27
-0.17
-0.05
-0.26
-0.09
-0.33
0.03
-0.08
0.16
-0.01
0.25
0.02
0.07
-0.12
-0.06
-0.24
-0.09
-0.11
0.07
-0.02
0.18
0.06
0.12
-0.02
0.02
-0.14
-0.08
-0.1
0.01
-0.07
0.06
0.02
0.08
-0.01
0.04
-0.07
-0.04
-0.07
0
-0.06
0.03
0
0.05
0
0.04
-0.04
-0.01
-0.05
0
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0.02
0
0.04
0.01
0.04
-0.01
0.01
-0.03
0
-0.03
0
-0.01
0.01
-0.01
0.02
-0.01
0
-0.02
0
-0.02
0
0
0.01
0
0.02
0
0.01
-0.01
0
-0.02
0
-0.01
0
-0.01
0.01
0
0
-0.01
0
-0.01
0
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0
0
0.01
0
0.01
0
0
-0.01
0
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-0.01
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0
profit
34.13
33.92
34.33
33.93
33.11
33.5
33.68
33.68
33.94
34.29
34.71
34.88
35.32
35.31
34.39
34.27
34.06
33.75
33.88
34.01
34.23
34.4
36.04
36.58
37.3
37.64
38.42
39.72
40.22
40.93
41.34
40.45
41.24
40.93
41.25
40.98
41.59
40.95
41.19
40.8
40.95
40.29
40.83
40.74
41.05
40.9
41.36
40.99
41.14
40.83
40.92
40.42
40.78
40.63
40.86
40.78
41.13
40.92
41.13
40.92
40.98
40.59
40.76
40.62
40.78
40.7
40.96
40.83
41
40.91
41.03
40.76
40.85
40.73
40.83
40.73
40.89
40.79
40.92
40.87
40.97
40.8
40.86
40.77
40.84
40.75
40.86
40.79
40.88
40.85
40.93
40.83
40.86
40.8
40.83
40.76
40.83
40.78
40.85
40.82
40.88
40.82
40.87
40.83
40.86
40.81
40.84
40.81
40.85
40.83
40.87
40.83
40.85
40.82
40.84
40.8
40.83
40.81
40.84
40.82
40.85
40.83
40.85
40.83
40.85
40.82
40.84
40.82
40.84
40.83
40.85
40.83
40.85
40.83
40.84
40.82
40.83
40.82
40.83
40.82
40.84
40.83
40.84
40.83
40.84
40.83
40.83
40.83
40.83
40.83
40.84
40.83
40.84
40.83
40.84
40.83
40.83
40.83
40.83
40.83
40.83
40.83
40.84
40.83
40.84
40.83
40.83
40.83
40.83
40.83
40.83
40.83
40.83
40.83
40.84
40.83
40.84
40.83
40.83
40.83
40.83
40.83
40.83
40.83
40.83
40.83
40.83
40.83
40.83
40.83
40.83
40.83
40.83
40.83
40.83
40.83
40.83
40.83
40.83
40.83
40.83
Breeding
3.2
2.76
2.79
2.87
2.9
2.98
3
3.12
3.1
3.08
3.07
3
2.95
2.83
2.8
2.81
2.79
2.92
2.95
3.01
4.03
3.45
4.02
3.44
3.84
3.18
3.68
3.06
3.55
3.04
3.25
3.04
3.17
2.99
3.19
3.01
3.13
2.99
3.11
2.96
3.11
2.99
3.17
3.05
3.19
3.06
3.14
3.03
3.1
3
3.09
3.01
3.13
3.06
3.16
3.08
3.14
3.06
3.11
3.03
3.08
3.03
3.1
3.06
3.13
3.09
3.14
3.08
3.11
3.06
3.09
3.05
3.09
3.05
3.1
3.08
3.12
3.08
3.11
3.07
3.09
3.06
3.09
3.06
3.1
3.08
3.1
3.08
3.1
3.08
3.1
3.07
3.09
3.07
3.09
3.08
3.1
3.08
3.1
3.08
3.1
3.08
3.09
3.08
3.09
3.08
3.09
3.08
3.09
3.08
3.09
3.08
3.09
3.08
3.09
3.08
3.09
3.08
3.09
3.09
3.09
3.08
3.09
3.08
3.09
3.08
3.09
3.08
3.09
3.09
3.09
3.08
3.09
3.08
3.09
3.08
3.09
3.08
3.09
3.09
3.09
3.09
3.09
3.08
3.09
3.08
3.09
3.08
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
3.09
Price
806.564
801.35
804.826
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
804.826
806.564
806.564
651.882
728.794
683.32
728.794
681.34
728.794
653.84
710.952
651.882
695.134
651.882
659.736
651.882
653.84
649.704
653.84
651.882
651.882
649.704
651.882
647.526
651.882
649.704
651.882
651.882
653.84
651.882
651.882
651.882
651.882
649.704
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
651.882
Finish Wieght
TPriceCow PprofitBreedingCullingFinishWFinishCostFinish Wieght
03.20334.130.68366.62438.88806.564
12.76136.58-0.4233.920.7364.25434.05801.35
22.79160.65-0.534.330.69365.83437.27804.826
32.87151.960.0433.930.63366.62438.88806.564
42.9140.540.5633.110.65366.62438.88806.564
52.98148.420.7433.50.64366.62438.88806.564
63149.230.7333.680.63366.62438.88806.564
73.12144.891.2633.680.62366.62438.88806.564
83.1146.751.0533.940.63366.62438.88806.564
93.08147.650.8334.290.65366.62438.88806.564
103.07151.120.5934.710.65366.62438.88806.564
113150.30.2234.880.68366.62438.88806.564
122.95157.38-0.2335.320.68366.62438.88806.564
132.83155.65-0.7435.310.66366.62438.88806.564
142.8135.79-0.434.390.67366.62438.88806.564
152.81142.96-0.3234.270.66366.62438.88806.564
162.79144.07-0.3334.060.65365.83437.27804.826
172.92141.630.4133.750.64366.62438.88806.564
182.95149.230.4233.880.63366.62438.88806.564
193.01145.360.6334.010.64296.31285.19651.882
204.03147.985.6434.230.55331.27401.73728.794
213.45148.262.0634.40.63310.6332.13683.32
224.02153.784.1136.040.59331.27401.73728.794
233.44154.021.0636.580.64309.7329.16681.34
243.84147.053.1237.30.61331.27401.73728.794
253.18148.68-0.3437.640.68297.2288.09653.84
263.68148.52.8438.420.62323.16374.2710.952
273.06184.79-1.4339.720.67296.31285.19651.882
283.55142.091.7640.220.64315.97350.04695.134
293.04163.37-1.5140.930.68296.31285.19651.882
303.25141.670.3341.340.62299.88296.81659.736
313.04127.82-0.240.450.67296.31285.19651.882
323.17138.370.1441.240.64297.2288.09653.84
332.99132.82-0.4340.930.67295.32282.1649.704
343.19137.080.2441.250.64297.2288.09653.84
353.01132.96-0.3940.980.68296.31285.19651.882
363.13141.56-0.241.590.65296.31285.19651.882
372.99129.89-0.3840.950.68295.32282.1649.704
383.11136.96-0.0141.190.65296.31285.19651.882
392.96133.9-0.4640.80.68294.33279.01647.526
403.11136.990.1740.950.63296.31285.19651.882
412.99129.89-0.140.290.66295.32282.1649.704
423.17138.050.3440.830.64296.31285.19651.882
433.05136.44-0.0840.740.66296.31285.19651.882
443.19137.420.2741.050.64297.2288.09653.84
453.06134.63-0.1740.90.67296.31285.19651.882
463.14140-0.0541.360.65296.31285.19651.882
473.03132.99-0.2640.990.67296.31285.19651.882
483.1136.65-0.0941.140.65296.31285.19651.882
493133.73-0.3340.830.67295.32282.1649.704
503.09136.760.0340.920.64296.31285.19651.882
513.01131.05-0.0840.420.66296.31285.19651.882
523.13137.550.1640.780.64296.31285.19651.882
533.06134.93-0.0140.630.66296.31285.19651.882
543.16137.140.2540.860.64296.31285.19651.882
553.08135.40.0240.780.66296.31285.19651.882
563.14138.790.0741.130.65296.31285.19651.882
573.06134.49-0.1240.920.67296.31285.19651.882
583.11138.39-0.0641.130.66296.31285.19651.882
593.03134.53-0.2440.920.67296.31285.19651.882
603.08136.43-0.0940.980.65296.31285.19651.882
613.03131.72-0.1140.590.66296.31285.19651.882
623.11360.0740.760.65296.31285.19651.882
633.06134.75-0.0240.620.66296.31285.19651.882
643.13136.840.1840.780.64296.31285.19651.882
653.09135.310.0640.70.66296.31285.19651.882
663.14137.750.1240.960.65296.31285.19651.882
673.08134.9-0.0240.830.66296.31285.19651.882
683.11137.750.02410.65296.31285.19651.882
693.06135.8-0.1440.910.67296.31285.19651.882
703.09138.07-0.0841.030.65296.31285.19651.882
713.05133.04-0.140.760.66296.31285.19651.882
723.09135.730.0140.850.65296.31285.19651.882
733.05134.64-0.0740.730.66296.31285.19651.882
743.1136.550.0640.830.65296.31285.19651.882
753.08134.590.0240.730.66296.31285.19651.882
763.12136.890.0840.890.65296.31285.19651.882
773.08134.92-0.0140.790.66296.31285.19651.882
783.11137.10.0440.920.65296.31285.19651.882
793.07136.08-0.0740.870.66296.31285.19651.882
803.09137.48-0.0440.970.65296.31285.19651.882
813.06134.34-0.0740.80.66296.31285.19651.882
823.09135.86040.860.65296.31285.19651.882
833.06135.03-0.0640.770.66296.31285.19651.882
843.1136.440.0340.840.65296.31285.19651.882
853.08134.8040.750.66296.31285.19651.882
863.1136.480.0540.860.65296.31285.19651.882
873.08135.04040.790.66296.31285.19651.882
883.1136.660.0440.880.65296.31285.19651.882
893.08136.04-0.0440.850.66296.31285.19651.882
903.1137-0.0140.930.65296.31285.19651.882
913.07135.04-0.0540.830.66296.31285.19651.882
923.09135.89040.860.65296.31285.19651.882
933.07135.32-0.0440.80.66296.31285.19651.882
943.09135.890.0240.830.65296.31285.19651.882
953.08135.19040.760.66296.31285.19651.882
963.1136.280.0440.830.65296.31285.19651.882
973.08135.230.0140.780.66296.31285.19651.882
983.1136.40.0440.850.65296.31285.19651.882
993.08135.66-0.0140.820.66296.31285.19651.882
1003.1136.70.0140.880.65296.31285.19651.882
1013.08135.62-0.0340.820.66296.31285.19651.882
1023.09136.29040.870.66296.31285.19651.882
1033.08135.58-0.0340.830.66296.31285.19651.882
1043.09136.23040.860.65296.31285.19651.882
1053.08135.25-0.0140.810.66296.31285.19651.882
1063.09135.970.0140.840.65296.31285.19651.882
1073.08135.48-0.0140.810.66296.31285.19651.882
1083.09136.150.0240.850.66296.31285.19651.882
1093.08135.75-0.0140.830.66296.31285.19651.882
1103.09136.37040.870.66296.31285.19651.882
1113.08135.58-0.0240.830.66296.31285.19651.882
1123.09135.92040.850.66296.31285.19651.882
1133.08135.67-0.0240.820.66296.31285.19651.882
1143.09135.91040.840.66296.31285.19651.882
1153.08135.55040.80.66296.31285.19651.882
1163.09136.060.0140.830.65296.31285.19651.882
1173.08135.66040.810.66296.31285.19651.882
1183.09136.070.0240.840.66296.31285.19651.882
1193.09135.66040.820.66296.31285.19651.882
1203.09136.220.0140.850.66296.31285.19651.882
1213.08135.71-0.0140.830.66296.31285.19651.882
1223.09136.09040.850.66296.31285.19651.882
1233.08135.77-0.0240.830.66296.31285.19651.882
1243.09136.07040.850.66296.31285.19651.882
1253.08135.61-0.0140.820.66296.31285.19651.882
1263.09135.9040.840.66296.31285.19651.882
1273.08135.66-0.0140.820.66296.31285.19651.882
1283.09135.990.0140.840.66296.31285.19651.882
1293.09135.76040.830.66296.31285.19651.882
1303.09136.08040.850.66296.31285.19651.882
1313.08135.79-0.0140.830.66296.31285.19651.882
1323.09136.02040.850.66296.31285.19651.882
1333.08135.78-0.0140.830.66296.31285.19651.882
1343.09135.89040.840.66296.31285.19651.882
1353.08135.71-0.0140.820.66296.31285.19651.882
1363.09135.88040.830.66296.31285.19651.882
1373.08135.73040.820.66296.31285.19651.882
1383.09135.960.0140.830.66296.31285.19651.882
1393.09135.81040.820.66296.31285.19651.882
1403.09136.010.0140.840.66296.31285.19651.882
1413.09135.78040.830.66296.31285.19651.882
1423.09135.98040.840.66296.31285.19651.882
1433.08135.84-0.0140.830.66296.31285.19651.882
1443.09135.98040.840.66296.31285.19651.882
1453.08135.76-0.0140.830.66296.31285.19651.882
1463.09135.87040.830.66296.31285.19651.882
1473.08135.76040.830.66296.31285.19651.882
1483.09135.93040.830.66296.31285.19651.882
1493.09135.79040.830.66296.31285.19651.882
1503.09135.96040.840.66296.31285.19651.882
1513.09135.83040.830.66296.31285.19651.882
1523.09135.94040.840.66296.31285.19651.882
1533.09135.85040.830.66296.31285.19651.882
1543.09135.95040.840.66296.31285.19651.882
1553.09135.8-0.0140.830.66296.31285.19651.882
1563.09135.86040.830.66296.31285.19651.882
1573.09135.8040.830.66296.31285.19651.882
1583.09135.88040.830.66296.31285.19651.882
1593.09135.82040.830.66296.31285.19651.882
1603.09135.93040.830.66296.31285.19651.882
1613.09135.84040.830.66296.31285.19651.882
1623.09135.92040.840.66296.31285.19651.882
1633.09135.87040.830.66296.31285.19651.882
1643.09135.93040.840.66296.31285.19651.882
1653.09135.83040.830.66296.31285.19651.882
1663.09135.87040.830.66296.31285.19651.882
1673.09135.82040.830.66296.31285.19651.882
1683.09135.87040.830.66296.31285.19651.882
1693.09135.83040.830.66296.31285.19651.882
1703.09135.91040.830.66296.31285.19651.882
1713.09135.84040.830.66296.31285.19651.882
1723.09135.9040.830.66296.31285.19651.882
1733.09135.87040.830.66296.31285.19651.882
1743.09135.91040.840.66296.31285.19651.882
1753.09135.85040.830.66296.31285.19651.882
1763.09135.89040.840.66296.31285.19651.882
1773.09135.83040.830.66296.31285.19651.882
1783.09135.87040.830.66296.31285.19651.882
1793.09135.84040.830.66296.31285.19651.882
1803.09135.88040.830.66296.31285.19651.882
1813.09135.85040.830.66296.31285.19651.882
1823.09135.89040.830.66296.31285.19651.882
1833.09135.86040.830.66296.31285.19651.882
1843.09135.9040.830.66296.31285.19651.882
1853.09135.86040.830.66296.31285.19651.882
1863.09135.89040.830.66296.31285.19651.882
1873.09135.85040.830.66296.31285.19651.882
1883.09135.87040.830.66296.31285.19651.882
1893.09135.85040.830.66296.31285.19651.882
1903.09135.88040.830.66296.31285.19651.882
1913.09135.85040.830.66296.31285.19651.882
1923.09135.88040.830.66296.31285.19651.882
1933.09135.86040.830.66296.31285.19651.882
1943.09135.89040.830.66296.31285.19651.882
1953.09135.87040.830.66296.31285.19651.882
1963.09135.88040.830.66296.31285.19651.882
1973.09135.86040.830.66296.31285.19651.882
1983.09135.88040.830.66296.31285.19651.882
1993.09135.85040.830.66296.31285.19651.882
2003.09135.87040.830.66296.31285.19651.882
0
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profit
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Breeding
0
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Price
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0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
Finish Wieght
3
-0.42
-0.5
0.04
0.56
0.74
0.73
1.26
1.05
0.83
0.59
0.22
-0.23
-0.74
-0.4
-0.32
-0.33
0.41
0.42
0.63
5
6.83
3.59
9.75
7.44
6.6
4.22
3.23
1.01
0.04
-1.17
-1.31
-0.4
-1.28
0.33
0.7
0.52
1.35
0.89
0.57
-0.19
-0.22
-0.28
-0.69
-0.08
0.24
0.14
0.67
0.62
0.52
0.04
0.04
-0.14
-0.48
-0.22
0
-0.07
0.28
0.3
0.41
0.17
0.13
-0.01
-0.24
-0.19
-0.07
-0.12
0.09
0.16
0.29
0.19
0.22
0.13
-0.02
-0.09
-0.05
-0.11
-0.05
0.01
0.1
0.08
0.16
0.12
0.07
0
0
-0.06
-0.06
-0.04
0.01
-0.02
0.05
0.04
0.04
0
0
-0.04
-0.03
-0.04
0
-0.01
0.04
0.04
0.05
0.02
0.02
-0.01
-0.02
-0.03
-0.01
-0.03
0.01
0.02
0.03
0.03
0.03
0.01
0.01
-0.01
0
-0.02
0
-0.01
0.01
0
0.02
0.01
0.01
0
0
-0.01
0
-0.01
0
-0.01
0.01
0
0.01
0
0
-0.01
0
-0.01
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
profit
34.13
33.92
34.33
33.93
33.11
33.5
33.68
33.68
33.94
34.29
34.71
34.88
35.32
35.31
34.39
34.27
34.06
33.75
33.88
34.01
23.96
24.08
26.3
28
28.63
30.93
32.8
34.32
35.31
36.15
36.44
35.19
34.64
34.83
33.11
33.36
33.56
33.98
34.18
34.86
35.26
34.75
34.76
34.86
33.9
33.81
33.93
34.16
34.1
34.53
34.84
34.68
34.77
34.95
34.36
34.17
34.12
34.2
34.19
34.41
34.6
34.59
34.69
34.84
34.52
34.37
34.29
34.3
34.21
34.31
34.4
34.44
34.53
34.68
34.6
34.54
34.48
34.46
34.33
34.37
34.38
34.4
34.44
34.55
34.54
34.55
34.53
34.56
34.46
34.45
34.45
34.45
34.47
34.53
34.52
34.54
34.52
34.53
34.47
34.46
34.45
34.45
34.46
34.5
34.5
34.52
34.51
34.54
34.5
34.49
34.47
34.46
34.45
34.47
34.47
34.49
34.49
34.51
34.5
34.51
34.5
34.49
34.48
34.48
34.48
34.49
34.48
34.5
34.49
34.5
34.5
34.5
34.49
34.49
34.49
34.49
34.49
34.5
34.49
34.5
34.49
34.5
34.49
34.49
34.49
34.49
34.49
34.5
34.49
34.5
34.5
34.5
34.49
34.49
34.49
34.49
34.49
34.49
34.49
34.49
34.49
34.5
34.49
34.5
34.49
34.5
34.49
34.5
34.49
34.49
34.49
34.5
34.49
34.49
34.49
34.49
34.49
34.49
34.49
34.49
34.49
34.49
34.49
34.49
34.49
34.49
34.49
34.49
34.49
34.49
34.49
34.49
34.49
34.49
34.49
34.49
34.49
34.49
34.49
34.49
34.49
Breeding
3.2
2.76
2.79
2.87
2.9
2.98
3
3.12
3.1
3.08
3.07
3
2.95
2.83
2.8
2.81
2.79
2.92
2.95
3.01
3.05
3.54
3
5.38
4.56
4.59
4
3.87
3.33
3.12
2.85
2.69
2.8
2.67
2.81
2.96
2.93
3.18
3.09
3.09
2.95
2.89
2.87
2.8
2.83
2.89
2.89
3.03
3.01
3.04
2.96
2.94
2.91
2.85
2.84
2.88
2.86
2.95
2.95
3
2.96
2.95
2.93
2.89
2.87
2.88
2.86
2.91
2.92
2.96
2.94
2.96
2.94
2.93
2.9
2.9
2.88
2.9
2.9
2.92
2.92
2.94
2.93
2.93
2.92
2.92
2.9
2.9
2.9
2.91
2.9
2.92
2.92
2.92
2.91
2.91
2.9
2.91
2.9
2.91
2.9
2.91
2.92
2.92
2.92
2.92
2.91
2.91
2.9
2.91
2.9
2.91
2.91
2.92
2.91
2.92
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
2.91
Price
806.564
801.35
804.826
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
804.826
806.564
806.564
806.564
806.564
826.606
806.564
864.006
853.908
855.36
843.832
839.52
815.144
806.564
806.564
794.398
804.826
792.66
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
804.826
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
806.564
Finish weight
TPriceCow PprofitBreedingCullingFinishWFinishCostFinish weight
03.20334.130.68366.62438.88806.564
12.76136.58-0.4233.920.7364.25434.05801.35
22.79160.65-0.534.330.69365.83437.27804.826
32.87151.960.0433.930.63366.62438.88806.564
42.9140.540.5633.110.65366.62438.88806.564
52.98148.420.7433.50.64366.62438.88806.564
63149.230.7333.680.63366.62438.88806.564
73.12144.891.2633.680.62366.62438.88806.564
83.1146.751.0533.940.63366.62438.88806.564
93.08147.650.8334.290.65366.62438.88806.564
103.07151.120.5934.710.65366.62438.88806.564
113150.30.2234.880.68366.62438.88806.564
122.95157.38-0.2335.320.68366.62438.88806.564
132.83155.65-0.7435.310.66366.62438.88806.564
142.8135.79-0.434.390.67366.62438.88806.564
152.81142.96-0.3234.270.66366.62438.88806.564
162.79144.07-0.3334.060.65365.83437.27804.826
172.92141.630.4133.750.64366.62438.88806.564
182.95149.230.4233.880.63366.62438.88806.564
193.01145.360.6334.010.64366.62438.88806.564
203.05170.8523.960.6366.62438.88806.564
213.54171.046.8324.080.48375.73459.44826.606
223175.793.5926.30.57366.62438.88806.564
235.381769.75280.44392.73498.22864.006
244.56169.997.4428.630.51388.14487.7853.908
254.59171.46.630.930.53388.8489.2855.36
264171.254.2232.80.6383.56477.25843.832
273.87169.83.2334.320.63381.6472.78839.52
283.33167.871.0135.310.69370.52447.66815.144
293.12168.170.0436.150.72366.62438.88806.564
302.85168.81-1.1736.440.65366.62438.88806.564
312.69138.39-1.3135.190.68361.09427.64794.398
322.8130.78-0.434.640.7365.83437.27804.826
332.67152.6-1.2834.830.63360.3426.04792.66
342.81122.860.3333.110.63366.62438.88806.564
352.96143.40.733.360.61366.62438.88806.564
362.93142.230.5233.560.64366.62438.88806.564
373.18147.761.3533.980.63366.62438.88806.564
383.09149.370.8934.180.66366.62438.88806.564
393.09157.490.5734.860.68366.62438.88806.564
402.95161.79-0.1935.260.66366.62438.88806.564
412.89145.96-0.2234.750.67366.62438.88806.564
422.87146.7-0.2834.760.69366.62438.88806.564
432.8152.3-0.6934.860.65365.83437.27804.826
442.83135.24-0.0833.90.65366.62438.88806.564
452.89142.310.2433.810.63366.62438.88806.564
462.89146.240.1433.930.65366.62438.88806.564
473.03147.20.6734.160.63366.62438.88806.564
483.01145.050.6234.10.65366.62438.88806.564
493.04151.110.5234.530.66366.62438.88806.564
502.96154.730.0434.840.66366.62438.88806.564
512.94147.770.0434.680.66366.62438.88806.564
522.91149.71-0.1434.770.68366.62438.88806.564
532.85153.65-0.4834.950.66366.62438.88806.564
542.84140.61-0.2234.360.66366.62438.88806.564
552.88143.13034.170.65366.62438.88806.564
562.86145.09-0.0734.120.66366.62438.88806.564
572.95146.950.2834.20.64366.62438.88806.564
582.95147.720.334.190.65366.62438.88806.564
593147.950.4134.410.65366.62438.88806.564
602.96150.430.1734.60.65366.62438.88806.564
612.95147.950.1334.590.66366.62438.88806.564
622.93149.13-0.0134.690.67366.62438.88806.564
632.89151.98-0.2434.840.66366.62438.88806.564
642.87144.74-0.1934.520.66366.62438.88806.564
652.88144.81-0.0734.370.65366.62438.88806.564
662.86145.68-0.1234.290.66366.62438.88806.564
672.91146.960.0934.30.65366.62438.88806.564
682.92146.450.1634.210.65366.62438.88806.564
692.96147.310.2934.310.65366.62438.88806.564
702.94148.370.1934.40.65366.62438.88806.564
712.96147.680.2234.440.65366.62438.88806.564
722.94148.530.1334.530.66366.62438.88806.564
732.93150.78-0.0234.680.66366.62438.88806.564
742.9148.27-0.0934.60.66366.62438.88806.564
752.9146.76-0.0534.540.66366.62438.88806.564
762.88146.69-0.1134.480.66366.62438.88806.564
772.9147.2-0.0534.460.65366.62438.88806.564
782.9145.790.0134.330.65366.62438.88806.564
792.92147.370.134.370.65366.62438.88806.564
802.92147.40.0834.380.65366.62438.88806.564
812.94147.290.1634.40.65366.62438.88806.564
822.93147.650.1234.440.66366.62438.88806.564
832.93149.360.0734.550.66366.62438.88806.564
842.92148.31034.540.66366.62438.88806.564
852.92148.09034.550.66366.62438.88806.564
862.9147.68-0.0634.530.66366.62438.88806.564
872.9148.49-0.0634.560.66366.62438.88806.564
882.9146.31-0.0434.460.66366.62438.88806.564
892.911470.0134.450.65366.62438.88806.564
902.9147.47-0.0234.450.66366.62438.88806.564
912.92147.280.0534.450.65366.62438.88806.564
922.92147.770.0434.470.66366.62438.88806.564
932.92148.30.0434.530.66366.62438.88806.564
942.91147.84034.520.66366.62438.88806.564
952.91147.93034.540.66366.62438.88806.564
962.9147.68-0.0434.520.66366.62438.88806.564
972.91147.82-0.0334.530.66366.62438.88806.564
982.9146.99-0.0434.470.66366.62438.88806.564
992.91147.27034.460.66366.62438.88806.564
1002.9147.5-0.0134.450.66366.62438.88806.564
1012.91147.550.0434.450.65366.62438.88806.564
1022.92147.730.0434.460.66366.62438.88806.564
1032.92147.960.0534.50.66366.62438.88806.564
1042.92147.690.0234.50.66366.62438.88806.564
1052.92147.880.0234.520.66366.62438.88806.564
1062.91147.72-0.0134.510.66366.62438.88806.564
1072.91148.18-0.0234.540.66366.62438.88806.564
1082.9147.32-0.0334.50.66366.62438.88806.564
1092.91147.39-0.0134.490.66366.62438.88806.564
1102.9147.47-0.0334.470.66366.62438.88806.564
1112.91147.370.0134.460.66366.62438.88806.564
1122.91147.490.0234.450.66366.62438.88806.564
1132.92147.790.0334.470.66366.62438.88806.564
1142.91147.580.0334.470.66366.62438.88806.564
1152.92147.780.0334.490.66366.62438.88806.564
1162.91147.690.0134.490.66366.62438.88806.564
1172.91148.070.0134.510.66366.62438.88806.564
1182.91147.68-0.0134.50.66366.62438.88806.564
1192.91147.81034.510.66366.62438.88806.564
1202.91147.61-0.0234.50.66366.62438.88806.564
1212.91147.49034.490.66366.62438.88806.564
1222.91147.44-0.0134.480.66366.62438.88806.564
1232.91147.660.0134.480.66366.62438.88806.564
1242.91147.61034.480.66366.62438.88806.564
1252.91147.670.0234.490.66366.62438.88806.564
1262.91147.580.0134.480.66366.62438.88806.564
1272.91147.890.0134.50.66366.62438.88806.564
1282.91147.66034.490.66366.62438.88806.564
1292.91147.8034.50.66366.62438.88806.564
1302.91147.73-0.0134.50.66366.62438.88806.564
1312.91147.75034.50.66366.62438.88806.564
1322.91147.51-0.0134.490.66366.62438.88806.564
1332.91147.63034.490.66366.62438.88806.564
1342.91147.58-0.0134.490.66366.62438.88806.564
1352.91147.610.0134.490.66366.62438.88806.564
1362.91147.64034.490.66366.62438.88806.564
1372.91147.780.0134.50.66366.62438.88806.564
1382.91147.63034.490.66366.62438.88806.564
1392.91147.76034.50.66366.62438.88806.564
1402.91147.67-0.0134.490.66366.62438.88806.564
1412.91147.75034.50.66366.62438.88806.564
1422.91147.61-0.0134.490.66366.62438.88806.564
1432.91147.66034.490.66366.62438.88806.564
1442.91147.63034.490.66366.62438.88806.564
1452.91147.68034.490.66366.62438.88806.564
1462.91147.62034.490.66366.62438.88806.564
1472.91147.73034.50.66366.62438.88806.564
1482.91147.63034.490.66366.62438.88806.564
1492.91147.72034.50.66366.62438.88806.564
1502.91147.69034.50.66366.62438.88806.564
1512.91147.73034.50.66366.62438.88806.564
1522.91147.63034.490.66366.62438.88806.564
1532.91147.65034.490.66366.62438.88806.564
1542.91147.63034.490.66366.62438.88806.564
1552.91147.64034.490.66366.62438.88806.564
1562.91147.63034.490.66366.62438.88806.564
1572.91147.71034.490.66366.62438.88806.564
1582.91147.63034.490.66366.62438.88806.564
1592.91147.71034.490.66366.62438.88806.564
1602.91147.66034.490.66366.62438.88806.564
1612.91147.72034.50.66366.62438.88806.564
1622.91147.66034.490.66366.62438.88806.564
1632.91147.71034.50.66366.62438.88806.564
1642.91147.67034.490.66366.62438.88806.564
1652.91147.69034.50.66366.62438.88806.564
1662.91147.63034.490.66366.62438.88806.564
1672.91147.7034.50.66366.62438.88806.564
1682.91147.64034.490.66366.62438.88806.564
1692.91147.67034.490.66366.62438.88806.564
1702.91147.66034.490.66366.62438.88806.564
1712.91147.7034.50.66366.62438.88806.564
1722.91147.66034.490.66366.62438.88806.564
1732.91147.69034.490.66366.62438.88806.564
1742.91147.66034.490.66366.62438.88806.564
1752.91147.69034.490.66366.62438.88806.564
1762.91147.65034.490.66366.62438.88806.564
1772.91147.67034.490.66366.62438.88806.564
1782.91147.65034.490.66366.62438.88806.564
1792.91147.69034.490.66366.62438.88806.564
1802.91147.66034.490.66366.62438.88806.564
1812.91147.69034.490.66366.62438.88806.564
1822.91147.67034.490.66366.62438.88806.564
1832.91147.69034.490.66366.62438.88806.564
1842.91147.67034.490.66366.62438.88806.564
1852.91147.68034.490.66366.62438.88806.564
1862.91147.65034.490.66366.62438.88806.564
1872.91147.67034.490.66366.62438.88806.564
1882.91147.66034.490.66366.62438.88806.564
1892.91147.68034.490.66366.62438.88806.564
1902.91147.66034.490.66366.62438.88806.564
1912.91147.69034.490.66366.62438.88806.564
1922.91147.67034.490.66366.62438.88806.564
1932.91147.68034.490.66366.62438.88806.564
1942.91147.67034.490.66366.62438.88806.564
1952.91147.68034.490.66366.62438.88806.564
1962.91147.66034.490.66366.62438.88806.564
1972.91147.68034.490.66366.62438.88806.564
1982.91147.66034.490.66366.62438.88806.564
1992.91147.67034.490.66366.62438.88806.564
2002.91147.66034.490.66366.62438.88806.564
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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0
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0
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0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
profit
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
Breeding
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
Price
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
Finish weight
3
-0.42
-0.5
0.04
0.56
0.74
0.73
1.26
1.05
0.83
0.59
0.22
-0.23
-0.74
-0.4
-0.32
-0.33
0.41
0.42
0.63
2.57
5.18
7.12
8.45
9.93
9.07
8.16
7.26
6.23
5.12
4.08
3.64
3.44
2.77
2.74
2.37
2.07
1.75
1.52
1.27
1.05
0.9
0.85
0.7
0.69
0.57
0.53
0.45
0.39
0.32
0.29
0.25
0.23
0.19
0.17
0.15
0.13
0.11
0.09
0.08
0.1
0.05
0.08
0.04
0.07
0.06
0.06
0.05
0.04
0.04
0.03
0.03
0.02
0.02
0.02
0.01
0.01
0.01
0.01
0.01
0.01
0.01
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
profit
34.13
33.92
34.33
33.93
33.11
33.5
33.68
33.68
33.94
34.29
34.71
34.88
35.32
35.31
34.39
34.27
34.06
33.75
33.88
34.01
30.49
27.29
28.05
28.87
29.47
30.4
31.48
32.47
33.39
34.3
35.12
35.02
35.46
35.89
36.22
36.49
36.79
37.06
37.28
37.49
37.68
37.71
37.82
37.92
38.01
38.07
38.15
38.21
38.27
38.32
38.37
38.38
38.41
38.44
38.46
38.48
38.5
38.51
38.53
38.54
38.55
38.56
38.57
38.57
38.58
38.58
38.59
38.6
38.6
38.61
38.61
38.61
38.62
38.62
38.62
38.63
38.63
38.63
38.63
38.63
38.63
38.63
38.63
38.63
38.63
38.63
38.63
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
38.64
Breeding
3.2
2.76
2.79
2.87
2.9
2.98
3
3.12
3.1
3.08
3.07
3
2.95
2.83
2.8
2.81
2.79
2.92
2.95
3.01
3.55
3.95
4.9
5.85
7.08
6.79
6.52
6.24
5.88
5.51
5.19
4.9
4.9
4.69
4.74
4.64
4.57
4.49
4.44
4.38
4.33
4.27
4.27
4.23
4.24
4.21
4.2
4.18
4.17
4.16
4.15
4.14
4.14
4.13
4.13
4.12
4.12
4.11
4.11
4.1
4.11
4.1
4.11
4.09
4.1
4.1
4.1
4.1
4.1
4.1
4.1
4.1
4.1
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
4.09
