2012 North Carolina USDA Data Grouped by Commodities Created on Monday, May 11, 2020

The MEANS Procedure
Analysis Variable : Value
Commodity N Obs Mean Sum
AG SERVICES 96 1298239.58 124631000.00
ANIMAL TOTALS 93 14335720.43 1333222000.0
CHEMICAL TOTALS 93 4221645.16 392613000.00
CROP TOTALS 91 17444945.05 1587490000.0
DEPRECIATION 94 5958021.28 560054000.00
EXPENSE TOTALS 92 30243967.39 2782445000.0
FEED 87 45541908.05 3962146000.0
FERTILIZER TOTALS 94 5576468.09 524188000.00
FUELS 91 4320098.90 393129000.00
INTEREST 96 2115729.17 203110000.00
LABOR 96 1509489.58 144911000.00
MILK 24 6498458.33 155963000.00
RENT 94 2810882.98 264223000.00
SEEDS & PLANTS TOTALS 94 3592127.66 337660000.00
SUPPLIES & REPAIRS 93 4261946.24 396361000.00
TAXES 96 1453114.58 139499000.00

Created:         Monday, May 11, 2020

COMMODITIES DISTRIBUTION IN NORTH CAROLINA FOR 2012

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Created on May 11, 2020 at 11:58:16 AM

2017 North Carolina USDA Data Grouped by Commodities Created on Monday, May 11, 2020

The MEANS Procedure
Analysis Variable : Value
Commodity N Obs Mean Sum
AG SERVICES 96 599395.83 57542000.00
ANIMAL TOTALS 96 16593125.00 1592940000.0
CHEMICAL TOTALS 93 3804053.76 353777000.00
CROP TOTALS 92 12816586.96 1179126000.0
DEPRECIATION 95 6175568.42 586679000.00
EXPENSE TOTALS 96 35271989.58 3386111000.0
FEED 93 32490129.03 3021582000.0
FERTILIZER TOTALS 93 4857462.37 451744000.00
FUELS 96 3331479.17 319822000.00
INTEREST 94 1828787.23 171906000.00
LABOR 96 3066458.33 294380000.00
MILK 23 4582304.35 105393000.00
RENT 93 2663279.57 247685000.00
SEEDS 88 69659.09 6130000.00
SEEDS & PLANTS TOTALS 94 3687255.32 346602000.00
SUPPLIES & REPAIRS 96 4262656.25 409215000.00
TAXES 93 1627376.34 151346000.00

COMMODITIES DISTRIBUTION FOR NORTH CAROLINA IN 2017

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Created on May 11, 2020 at 11:58:16 AM

PERCENTAGE CHANGE IN COMMODITY VALUES BETWEEN 2012 & 2017

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Created on May 11, 2020 at 11:58:17 AM

MAP SHOWING PERCENTAGE CHANGE IN UNEMPLOYMENT RATE BETWEEN 2012 AND 2017 ACROSS NORTH CAROLINA

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Created:         Monday, May 11, 2020

MAP SHOWING PERCENTAGE CHANGE IN COOLING DEGREE DAYS BETWEEN 2012 AND 2017 ACROSS NORTH CAROLINA

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Created:         Monday, May 11, 2020

MAP SHOWING PERCENTAGE CHANGE IN ANNUAL PRECIPITATION BETWEEN 2012 AND 2017 ACROSS NORTH CAROLINA

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Created:         Monday, May 11, 2020

MAP SHOWING PERCENTAGE CHANGE IN ANNUAL MINIMUM TEMPERATURE BETWEEN 2012 AND 2017 ACROSS NORTH CAROLINA

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Created:         Monday, May 11, 2020

MAP SHOWING PERCENTAGE CHANGE IN VALUE OF FEED BETWEEN 2012 AND 2017 ACROSS NORTH CAROLINA

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Created:         Monday, May 11, 2020

CORRELATION AND SCATTER PLOTS FOR FEED

The CORR Procedure
1 With Variables: Value_Change
8 Variables: Unemployment_Change Pop_Density_Change CLDD_Change HTDD_Change PRCP_Change TAVG_Change TMIN_Change TMAX_Change
Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
Value_Change 86 -16.12093 54.50083 -1386 -64.60000 289.80000
Unemployment_Change 86 -52.43256 5.45811 -4509 -66.00000 -35.00000
Pop_Density_Change 86 1.77209 5.25726 152.40000 -6.40000 16.80000
CLDD_Change 86 2.80930 14.83068 241.60000 -28.20000 86.20000
HTDD_Change 86 0.54884 10.01285 47.20000 -20.20000 51.40000
PRCP_Change 86 8.09070 15.73425 695.80000 -30.40000 42.00000
TAVG_Change 86 0.66512 3.60920 57.20000 -8.80000 15.40000
TMIN_Change 86 2.40233 7.77601 206.60000 -22.20000 31.80000
TMAX_Change 86 0.13953 2.76687 12.00000 -7.00000 10.20000
Pearson Correlation Coefficients, N = 86
Prob > |r| under H0: Rho=0
Value_Change
PRCP_Change
-0.21352
0.0484
Pop_Density_Change
-0.21255
0.0494
TMAX_Change
-0.08364
0.4439
HTDD_Change
0.05322
0.6265
CLDD_Change
0.03538
0.7464
Unemployment_Change
0.03166
0.7723
TAVG_Change
-0.02741
0.8022
TMIN_Change
-0.00586
0.9573

Created:         Monday, May 11, 2020


CORRELATION AND SCATTER PLOTS FOR FEED

The CORR Procedure
img8.png Value_Change = -57.4 Unemployment_Change = -58 Observation = 86 Value_Change = -40.6 Unemployment_Change = -57.6 Observation = 85 Value_Change = 42.8 Unemployment_Change = -44.6 Observation = 84 Value_Change = -19.8 Unemployment_Change = -59.6 Observation = 83 Value_Change = -10.2 Unemployment_Change = -41.2 Observation = 82 Value_Change = -39.6 Unemployment_Change = -46 Observation = 81 Value_Change = 178.2 Unemployment_Change = -57.6 Observation = 80 Value_Change = 289.8 Unemployment_Change = -45.2 Observation = 79 Value_Change = 47.2 Unemployment_Change = -45 Observation = 78 Value_Change = -25 Unemployment_Change = -54 Observation = 77 Value_Change = -30 Unemployment_Change = -49.4 Observation = 76 Value_Change = -59.4 Unemployment_Change = -66 Observation = 75 Value_Change = -28.8 Unemployment_Change = -57.2 Observation = 74 Value_Change = -12.8 Unemployment_Change = -54.8 Observation = 73 Value_Change = -26.4 Unemployment_Change = -58.6 Observation = 72 Value_Change = 14.8 Unemployment_Change = -55.8 Observation = 71 Value_Change = -23.6 Unemployment_Change = -49.4 Observation = 70 Value_Change = 33.2 Unemployment_Change = -54.6 Observation = 69 Value_Change = -43.6 Unemployment_Change = -56.8 Observation = 68 Value_Change = -51.2 Unemployment_Change = -54.8 Observation = 67 Value_Change = -32.2 Unemployment_Change = -50.8 Observation = 66 Value_Change = -18.4 Unemployment_Change = -55.2 Observation = 65 Value_Change = -19.4 Unemployment_Change = -56.6 Observation = 64 Value_Change = -49.8 Unemployment_Change = -51.8 Observation = 63 Value_Change = 7.8 Unemployment_Change = -47.2 Observation = 62 Value_Change = -40.6 Unemployment_Change = -58.2 Observation = 61 Value_Change = -22.6 Unemployment_Change = -55.8 Observation = 60 Value_Change = -40.4 Unemployment_Change = -45 Observation = 59 Value_Change = 17.2 Unemployment_Change = -48.8 Observation = 58 Value_Change = -46.2 Unemployment_Change = -39.4 Observation = 57 Value_Change = -19.8 Unemployment_Change = -35 Observation = 56 Value_Change = -35.4 Unemployment_Change = -46 Observation = 55 Value_Change = -43 Unemployment_Change = -47.8 Observation = 54 Value_Change = -37 Unemployment_Change = -50 Observation = 53 Value_Change = -19 Unemployment_Change = -57.6 Observation = 52 Value_Change = -8 Unemployment_Change = -57.4 Observation = 51 Value_Change = -58.8 Unemployment_Change = -50.6 Observation = 50 Value_Change = -44 Unemployment_Change = -53.4 Observation = 49 Value_Change = -23.4 Unemployment_Change = -56.6 Observation = 48 Value_Change = -31.2 Unemployment_Change = -58.4 Observation = 47 Value_Change = -27.4 Unemployment_Change = -55.2 Observation = 46 Value_Change = 19.2 Unemployment_Change = -55.2 Observation = 45 Value_Change = -18.4 Unemployment_Change = -55.6 Observation = 44 Value_Change = -23 Unemployment_Change = -51.2 Observation = 43 Value_Change = -12.2 Unemployment_Change = -55.6 Observation = 42 Value_Change = -58 Unemployment_Change = -57.6 Observation = 41 Value_Change = -39.4 Unemployment_Change = -46.8 Observation = 40 Value_Change = -22 Unemployment_Change = -47.2 Observation = 39 Value_Change = -60 Unemployment_Change = -49.4 Observation = 38 Value_Change = -26.6 Unemployment_Change = -51.8 Observation = 37 Value_Change = -42 Unemployment_Change = -46.6 Observation = 36 Value_Change = -55.4 Unemployment_Change = -50.6 Observation = 35 Value_Change = -35.8 Unemployment_Change = -52.6 Observation = 34 Value_Change = -21.2 Unemployment_Change = -42.8 Observation = 33 Value_Change = -7.4 Unemployment_Change = -56.2 Observation = 32 Value_Change = -50 Unemployment_Change = -52.6 Observation = 31 Value_Change = -62.8 Unemployment_Change = -51.6 Observation = 30 Value_Change = -2.2 Unemployment_Change = -46.8 Observation = 29 Value_Change = -34 Unemployment_Change = -46 Observation = 28 Value_Change = -27.4 Unemployment_Change = -47.2 Observation = 27 Value_Change = -43.4 Unemployment_Change = -57.2 Observation = 26 Value_Change = -39 Unemployment_Change = -55.6 Observation = 25 Value_Change = -18.8 Unemployment_Change = -49.4 Observation = 24 Value_Change = -26.6 Unemployment_Change = -45.8 Observation = 23 Value_Change = 90 Unemployment_Change = -51.6 Observation = 22 Value_Change = -48.6 Unemployment_Change = -56 Observation = 21 Value_Change = -34.8 Unemployment_Change = -58.2 Observation = 20 Value_Change = -64.6 Unemployment_Change = -52.2 Observation = 19 Value_Change = -54.6 Unemployment_Change = -55.4 Observation = 18 Value_Change = -38.6 Unemployment_Change = -51.2 Observation = 17 Value_Change = -32.6 Unemployment_Change = -59.4 Observation = 16 Value_Change = -39 Unemployment_Change = -55.6 Observation = 15 Value_Change = 0.4 Unemployment_Change = -45.6 Observation = 14 Value_Change = 220 Unemployment_Change = -62 Observation = 13 Value_Change = -36 Unemployment_Change = -54.4 Observation = 12 Value_Change = 18.2 Unemployment_Change = -57.2 Observation = 11 Value_Change = -33.6 Unemployment_Change = -52.8 Observation = 10 Value_Change = -21 Unemployment_Change = -50 Observation = 9 Value_Change = 5 Unemployment_Change = -54.4 Observation = 8 Value_Change = -19.4 Unemployment_Change = -48.2 Observation = 7 Value_Change = -21 Unemployment_Change = -52.8 Observation = 6 Value_Change = -39 Unemployment_Change = -59.4 Observation = 5 Value_Change = 6.8 Unemployment_Change = -53.2 Observation = 4 Value_Change = -44.6 Unemployment_Change = -52 Observation = 3 Value_Change = -44.2 Unemployment_Change = -62.6 Observation = 2 Value_Change = 5.2 Unemployment_Change = -50.6 Observation = 1
img9.png Value_Change = -57.4 Pop_Density_Change = 0.4 Observation = 86 Value_Change = -40.6 Pop_Density_Change = -1.4 Observation = 85 Value_Change = 42.8 Pop_Density_Change = 0.2 Observation = 84 Value_Change = -19.8 Pop_Density_Change = -0.6 Observation = 83 Value_Change = -10.2 Pop_Density_Change = -1 Observation = 82 Value_Change = -39.6 Pop_Density_Change = 5.8 Observation = 81 Value_Change = 178.2 Pop_Density_Change = -5.2 Observation = 80 Value_Change = 289.8 Pop_Density_Change = -4.2 Observation = 79 Value_Change = 47.2 Pop_Density_Change = 12.6 Observation = 78 Value_Change = -25 Pop_Density_Change = -1.8 Observation = 77 Value_Change = -30 Pop_Density_Change = 11.2 Observation = 76 Value_Change = -59.4 Pop_Density_Change = 1.6 Observation = 75 Value_Change = -28.8 Pop_Density_Change = -1.6 Observation = 74 Value_Change = -12.8 Pop_Density_Change = -2.2 Observation = 73 Value_Change = -26.4 Pop_Density_Change = 1.6 Observation = 72 Value_Change = 14.8 Pop_Density_Change = -2.6 Observation = 71 Value_Change = -23.6 Pop_Density_Change = -0.4 Observation = 70 Value_Change = 33.2 Pop_Density_Change = -1 Observation = 69 Value_Change = -43.6 Pop_Density_Change = 2.2 Observation = 68 Value_Change = -51.2 Pop_Density_Change = -2 Observation = 67 Value_Change = -32.2 Pop_Density_Change = -2.2 Observation = 66 Value_Change = -18.4 Pop_Density_Change = -3.4 Observation = 65 Value_Change = -19.4 Pop_Density_Change = 0.6 Observation = 64 Value_Change = -49.8 Pop_Density_Change = 1.4 Observation = 63 Value_Change = 7.8 Pop_Density_Change = 3.2 Observation = 62 Value_Change = -40.6 Pop_Density_Change = 0.6 Observation = 61 Value_Change = -22.6 Pop_Density_Change = 13.2 Observation = 60 Value_Change = -40.4 Pop_Density_Change = -2.2 Observation = 59 Value_Change = 17.2 Pop_Density_Change = -2.8 Observation = 58 Value_Change = -46.2 Pop_Density_Change = 4.4 Observation = 57 Value_Change = -19.8 Pop_Density_Change = 2.2 Observation = 56 Value_Change = -35.4 Pop_Density_Change = -6.4 Observation = 55 Value_Change = -43 Pop_Density_Change = -1.2 Observation = 54 Value_Change = -37 Pop_Density_Change = 7.8 Observation = 53 Value_Change = -19 Pop_Density_Change = -0.6 Observation = 52 Value_Change = -8 Pop_Density_Change = -2.2 Observation = 51 Value_Change = -58.8 Pop_Density_Change = 11.4 Observation = 50 Value_Change = -44 Pop_Density_Change = -4.4 Observation = 49 Value_Change = -23.4 Pop_Density_Change = 2.4 Observation = 48 Value_Change = -31.2 Pop_Density_Change = 4.6 Observation = 47 Value_Change = -27.4 Pop_Density_Change = -4.2 Observation = 46 Value_Change = 19.2 Pop_Density_Change = 2.2 Observation = 45 Value_Change = -18.4 Pop_Density_Change = -4.6 Observation = 44 Value_Change = -23 Pop_Density_Change = 12.6 Observation = 43 Value_Change = -12.2 Pop_Density_Change = 6.4 Observation = 42 Value_Change = -58 Pop_Density_Change = 8 Observation = 41 Value_Change = -39.4 Pop_Density_Change = 7.2 Observation = 40 Value_Change = -22 Pop_Density_Change = -2.8 Observation = 39 Value_Change = -60 Pop_Density_Change = 7.2 Observation = 38 Value_Change = -26.6 Pop_Density_Change = 8.2 Observation = 37 Value_Change = -42 Pop_Density_Change = -4.6 Observation = 36 Value_Change = -55.4 Pop_Density_Change = 5.8 Observation = 35 Value_Change = -35.8 Pop_Density_Change = 3.2 Observation = 34 Value_Change = -21.2 Pop_Density_Change = -3.2 Observation = 33 Value_Change = -7.4 Pop_Density_Change = 5.8 Observation = 32 Value_Change = -50 Pop_Density_Change = 7.6 Observation = 31 Value_Change = -62.8 Pop_Density_Change = 5 Observation = 30 Value_Change = -2.2 Pop_Density_Change = -5.2 Observation = 29 Value_Change = -34 Pop_Density_Change = 10.4 Observation = 28 Value_Change = -27.4 Pop_Density_Change = -1 Observation = 27 Value_Change = -43.4 Pop_Density_Change = 2.6 Observation = 26 Value_Change = -39 Pop_Density_Change = 1.4 Observation = 25 Value_Change = -18.8 Pop_Density_Change = 9.6 Observation = 24 Value_Change = -26.6 Pop_Density_Change = 0.4 Observation = 23 Value_Change = 90 Pop_Density_Change = -2.4 Observation = 22 Value_Change = -48.6 Pop_Density_Change = -2.6 Observation = 21 Value_Change = -34.8 Pop_Density_Change = 0 Observation = 20 Value_Change = -64.6 Pop_Density_Change = -4.4 Observation = 19 Value_Change = -54.6 Pop_Density_Change = 3.6 Observation = 18 Value_Change = -38.6 Pop_Density_Change = 10.4 Observation = 17 Value_Change = -32.6 Pop_Density_Change = 2 Observation = 16 Value_Change = -39 Pop_Density_Change = -1.8 Observation = 15 Value_Change = 0.4 Pop_Density_Change = 5.6 Observation = 14 Value_Change = 220 Pop_Density_Change = -0.2 Observation = 13 Value_Change = -36 Pop_Density_Change = 12.2 Observation = 12 Value_Change = 18.2 Pop_Density_Change = 0.2 Observation = 11 Value_Change = -33.6 Pop_Density_Change = 5.6 Observation = 10 Value_Change = -21 Pop_Density_Change = 16.8 Observation = 9 Value_Change = 5 Pop_Density_Change = -4 Observation = 8 Value_Change = -19.4 Pop_Density_Change = -6 Observation = 7 Value_Change = -21 Pop_Density_Change = -0.8 Observation = 6 Value_Change = -39 Pop_Density_Change = -0.4 Observation = 5 Value_Change = 6.8 Pop_Density_Change = -5.4 Observation = 4 Value_Change = -44.6 Pop_Density_Change = 0.8 Observation = 3 Value_Change = -44.2 Pop_Density_Change = 0.6 Observation = 2 Value_Change = 5.2 Pop_Density_Change = 6.6 Observation = 1
img10.png Value_Change = -57.4 CLDD_Change = -6.4 Observation = 86 Value_Change = -40.6 CLDD_Change = -10.6 Observation = 85 Value_Change = 42.8 CLDD_Change = 21 Observation = 84 Value_Change = -19.8 CLDD_Change = -19 Observation = 83 Value_Change = -10.2 CLDD_Change = 8.4 Observation = 82 Value_Change = -39.6 CLDD_Change = -28.2 Observation = 81 Value_Change = 178.2 CLDD_Change = 7.2 Observation = 80 Value_Change = 289.8 CLDD_Change = 0 Observation = 79 Value_Change = 47.2 CLDD_Change = -4.4 Observation = 78 Value_Change = -25 CLDD_Change = 13.2 Observation = 77 Value_Change = -30 CLDD_Change = 4.8 Observation = 76 Value_Change = -59.4 CLDD_Change = -2.6 Observation = 75 Value_Change = -28.8 CLDD_Change = -9 Observation = 74 Value_Change = -12.8 CLDD_Change = -11.6 Observation = 73 Value_Change = -26.4 CLDD_Change = 0 Observation = 72 Value_Change = 14.8 CLDD_Change = -15.4 Observation = 71 Value_Change = -23.6 CLDD_Change = 8.6 Observation = 70 Value_Change = 33.2 CLDD_Change = -3.4 Observation = 69 Value_Change = -43.6 CLDD_Change = -0.8 Observation = 68 Value_Change = -51.2 CLDD_Change = -0.2 Observation = 67 Value_Change = -32.2 CLDD_Change = -18.8 Observation = 66 Value_Change = -18.4 CLDD_Change = 6 Observation = 65 Value_Change = -19.4 CLDD_Change = -11 Observation = 64 Value_Change = -49.8 CLDD_Change = 0.8 Observation = 63 Value_Change = 7.8 CLDD_Change = 10.6 Observation = 62 Value_Change = -40.6 CLDD_Change = 24 Observation = 61 Value_Change = -22.6 CLDD_Change = 7.4 Observation = 60 Value_Change = -40.4 CLDD_Change = -11.8 Observation = 59 Value_Change = 17.2 CLDD_Change = 17.6 Observation = 58 Value_Change = -46.2 CLDD_Change = 6.4 Observation = 57 Value_Change = -19.8 CLDD_Change = 7.2 Observation = 56 Value_Change = -35.4 CLDD_Change = 9.8 Observation = 55 Value_Change = -43 CLDD_Change = -5.4 Observation = 54 Value_Change = -37 CLDD_Change = 0 Observation = 53 Value_Change = -19 CLDD_Change = 17 Observation = 52 Value_Change = -8 CLDD_Change = 4.2 Observation = 51 Value_Change = -58.8 CLDD_Change = 6.4 Observation = 50 Value_Change = -44 CLDD_Change = 8.8 Observation = 49 Value_Change = -23.4 CLDD_Change = 3 Observation = 48 Value_Change = -31.2 CLDD_Change = 8.6 Observation = 47 Value_Change = -27.4 CLDD_Change = 9 Observation = 46 Value_Change = 19.2 CLDD_Change = 10.2 Observation = 45 Value_Change = -18.4 CLDD_Change = 0 Observation = 44 Value_Change = -23 CLDD_Change = 19.8 Observation = 43 Value_Change = -12.2 CLDD_Change = -5 Observation = 42 Value_Change = -58 CLDD_Change = 3.8 Observation = 41 Value_Change = -39.4 CLDD_Change = 0 Observation = 40 Value_Change = -22 CLDD_Change = 3 Observation = 39 Value_Change = -60 CLDD_Change = -4.4 Observation = 38 Value_Change = -26.6 CLDD_Change = 19.8 Observation = 37 Value_Change = -42 CLDD_Change = 18.2 Observation = 36 Value_Change = -55.4 CLDD_Change = -0.6 Observation = 35 Value_Change = -35.8 CLDD_Change = 3.8 Observation = 34 Value_Change = -21.2 CLDD_Change = 0 Observation = 33 Value_Change = -7.4 CLDD_Change = 4.4 Observation = 32 Value_Change = -50 CLDD_Change = 0 Observation = 31 Value_Change = -62.8 CLDD_Change = -5 Observation = 30 Value_Change = -2.2 CLDD_Change = 5 Observation = 29 Value_Change = -34 CLDD_Change = -0.8 Observation = 28 Value_Change = -27.4 CLDD_Change = 46.2 Observation = 27 Value_Change = -43.4 CLDD_Change = -21.8 Observation = 26 Value_Change = -39 CLDD_Change = -4.2 Observation = 25 Value_Change = -18.8 CLDD_Change = 0 Observation = 24 Value_Change = -26.6 CLDD_Change = 13.6 Observation = 23 Value_Change = 90 CLDD_Change = 5 Observation = 22 Value_Change = -48.6 CLDD_Change = 3.8 Observation = 21 Value_Change = -34.8 CLDD_Change = 5.2 Observation = 20 Value_Change = -64.6 CLDD_Change = 9.2 Observation = 19 Value_Change = -54.6 CLDD_Change = -25.6 Observation = 18 Value_Change = -38.6 CLDD_Change = 0 Observation = 17 Value_Change = -32.6 CLDD_Change = 2.4 Observation = 16 Value_Change = -39 CLDD_Change = -0.8 Observation = 15 Value_Change = 0.4 CLDD_Change = 22 Observation = 14 Value_Change = 220 CLDD_Change = -0.2 Observation = 13 Value_Change = -36 CLDD_Change = 6.2 Observation = 12 Value_Change = 18.2 CLDD_Change = -11 Observation = 11 Value_Change = -33.6 CLDD_Change = 86.2 Observation = 10 Value_Change = -21 CLDD_Change = 2.6 Observation = 9 Value_Change = 5 CLDD_Change = 3.6 Observation = 8 Value_Change = -19.4 CLDD_Change = 17.2 Observation = 7 Value_Change = -21 CLDD_Change = -7.8 Observation = 6 Value_Change = -39 CLDD_Change = -19.6 Observation = 5 Value_Change = 6.8 CLDD_Change = -13.6 Observation = 4 Value_Change = -44.6 CLDD_Change = 0 Observation = 3 Value_Change = -44.2 CLDD_Change = -10.6 Observation = 2 Value_Change = 5.2 CLDD_Change = 10 Observation = 1
img11.png Value_Change = -57.4 HTDD_Change = -3.8 Observation = 86 Value_Change = -40.6 HTDD_Change = -2.4 Observation = 85 Value_Change = 42.8 HTDD_Change = -2.6 Observation = 84 Value_Change = -19.8 HTDD_Change = -5.8 Observation = 83 Value_Change = -10.2 HTDD_Change = -0.8 Observation = 82 Value_Change = -39.6 HTDD_Change = -4.8 Observation = 81 Value_Change = 178.2 HTDD_Change = 3 Observation = 80 Value_Change = 289.8 HTDD_Change = 0 Observation = 79 Value_Change = 47.2 HTDD_Change = 1.2 Observation = 78 Value_Change = -25 HTDD_Change = -3 Observation = 77 Value_Change = -30 HTDD_Change = -6.2 Observation = 76 Value_Change = -59.4 HTDD_Change = 3.6 Observation = 75 Value_Change = -28.8 HTDD_Change = -3.4 Observation = 74 Value_Change = -12.8 HTDD_Change = 10 Observation = 73 Value_Change = -26.4 HTDD_Change = 1.8 Observation = 72 Value_Change = 14.8 HTDD_Change = -3.6 Observation = 71 Value_Change = -23.6 HTDD_Change = -10.4 Observation = 70 Value_Change = 33.2 HTDD_Change = -4.8 Observation = 69 Value_Change = -43.6 HTDD_Change = -1.8 Observation = 68 Value_Change = -51.2 HTDD_Change = -5.2 Observation = 67 Value_Change = -32.2 HTDD_Change = 24.8 Observation = 66 Value_Change = -18.4 HTDD_Change = 0.2 Observation = 65 Value_Change = -19.4 HTDD_Change = 6 Observation = 64 Value_Change = -49.8 HTDD_Change = -19.6 Observation = 63 Value_Change = 7.8 HTDD_Change = 0.2 Observation = 62 Value_Change = -40.6 HTDD_Change = 12.8 Observation = 61 Value_Change = -22.6 HTDD_Change = 1 Observation = 60 Value_Change = -40.4 HTDD_Change = 11.4 Observation = 59 Value_Change = 17.2 HTDD_Change = -2.4 Observation = 58 Value_Change = -46.2 HTDD_Change = -3.8 Observation = 57 Value_Change = -19.8 HTDD_Change = 0 Observation = 56 Value_Change = -35.4 HTDD_Change = -2.6 Observation = 55 Value_Change = -43 HTDD_Change = 11.2 Observation = 54 Value_Change = -37 HTDD_Change = 0 Observation = 53 Value_Change = -19 HTDD_Change = -9.2 Observation = 52 Value_Change = -8 HTDD_Change = 51.4 Observation = 51 Value_Change = -58.8 HTDD_Change = -8 Observation = 50 Value_Change = -44 HTDD_Change = 4.6 Observation = 49 Value_Change = -23.4 HTDD_Change = -5.2 Observation = 48 Value_Change = -31.2 HTDD_Change = -3.4 Observation = 47 Value_Change = -27.4 HTDD_Change = 17 Observation = 46 Value_Change = 19.2 HTDD_Change = -5 Observation = 45 Value_Change = -18.4 HTDD_Change = 0 Observation = 44 Value_Change = -23 HTDD_Change = -4.8 Observation = 43 Value_Change = -12.2 HTDD_Change = -4 Observation = 42 Value_Change = -58 HTDD_Change = -4.2 Observation = 41 Value_Change = -39.4 HTDD_Change = 4.6 Observation = 40 Value_Change = -22 HTDD_Change = 1.8 Observation = 39 Value_Change = -60 HTDD_Change = -1.6 Observation = 38 Value_Change = -26.6 HTDD_Change = -2.8 Observation = 37 Value_Change = -42 HTDD_Change = -12.6 Observation = 36 Value_Change = -55.4 HTDD_Change = -6.8 Observation = 35 Value_Change = -35.8 HTDD_Change = -5.8 Observation = 34 Value_Change = -21.2 HTDD_Change = 0 Observation = 33 Value_Change = -7.4 HTDD_Change = -8.6 Observation = 32 Value_Change = -50 HTDD_Change = 0 Observation = 31 Value_Change = -62.8 HTDD_Change = -2.6 Observation = 30 Value_Change = -2.2 HTDD_Change = 12.4 Observation = 29 Value_Change = -34 HTDD_Change = -8 Observation = 28 Value_Change = -27.4 HTDD_Change = 0 Observation = 27 Value_Change = -43.4 HTDD_Change = 20.2 Observation = 26 Value_Change = -39 HTDD_Change = 4.4 Observation = 25 Value_Change = -18.8 HTDD_Change = 0 Observation = 24 Value_Change = -26.6 HTDD_Change = 4.6 Observation = 23 Value_Change = 90 HTDD_Change = 0.8 Observation = 22 Value_Change = -48.6 HTDD_Change = -10.8 Observation = 21 Value_Change = -34.8 HTDD_Change = 6 Observation = 20 Value_Change = -64.6 HTDD_Change = 4.6 Observation = 19 Value_Change = -54.6 HTDD_Change = 5.2 Observation = 18 Value_Change = -38.6 HTDD_Change = 0.8 Observation = 17 Value_Change = -32.6 HTDD_Change = -8.4 Observation = 16 Value_Change = -39 HTDD_Change = -3 Observation = 15 Value_Change = 0.4 HTDD_Change = -10.4 Observation = 14 Value_Change = 220 HTDD_Change = 1.8 Observation = 13 Value_Change = -36 HTDD_Change = -3.4 Observation = 12 Value_Change = 18.2 HTDD_Change = -5.8 Observation = 11 Value_Change = -33.6 HTDD_Change = -20.2 Observation = 10 Value_Change = -21 HTDD_Change = 0.6 Observation = 9 Value_Change = 5 HTDD_Change = 26.4 Observation = 8 Value_Change = -19.4 HTDD_Change = 2.4 Observation = 7 Value_Change = -21 HTDD_Change = 23.4 Observation = 6 Value_Change = -39 HTDD_Change = -8.4 Observation = 5 Value_Change = 6.8 HTDD_Change = 13.2 Observation = 4 Value_Change = -44.6 HTDD_Change = 0 Observation = 3 Value_Change = -44.2 HTDD_Change = 5.8 Observation = 2 Value_Change = 5.2 HTDD_Change = -2 Observation = 1
img12.png Value_Change = -57.4 PRCP_Change = 10.8 Observation = 86 Value_Change = -40.6 PRCP_Change = 11.8 Observation = 85 Value_Change = 42.8 PRCP_Change = 4.6 Observation = 84 Value_Change = -19.8 PRCP_Change = 21.8 Observation = 83 Value_Change = -10.2 PRCP_Change = 4.8 Observation = 82 Value_Change = -39.6 PRCP_Change = 42 Observation = 81 Value_Change = 178.2 PRCP_Change = 9.2 Observation = 80 Value_Change = 289.8 PRCP_Change = -28 Observation = 79 Value_Change = 47.2 PRCP_Change = 9.2 Observation = 78 Value_Change = -25 PRCP_Change = -2.8 Observation = 77 Value_Change = -30 PRCP_Change = 30.6 Observation = 76 Value_Change = -59.4 PRCP_Change = 16.4 Observation = 75 Value_Change = -28.8 PRCP_Change = 1.6 Observation = 74 Value_Change = -12.8 PRCP_Change = 6 Observation = 73 Value_Change = -26.4 PRCP_Change = 25.2 Observation = 72 Value_Change = 14.8 PRCP_Change = 1.2 Observation = 71 Value_Change = -23.6 PRCP_Change = 4.2 Observation = 70 Value_Change = 33.2 PRCP_Change = 29.8 Observation = 69 Value_Change = -43.6 PRCP_Change = 39.2 Observation = 68 Value_Change = -51.2 PRCP_Change = 27 Observation = 67 Value_Change = -32.2 PRCP_Change = 4.8 Observation = 66 Value_Change = -18.4 PRCP_Change = -15.8 Observation = 65 Value_Change = -19.4 PRCP_Change = 13.2 Observation = 64 Value_Change = -49.8 PRCP_Change = 28.8 Observation = 63 Value_Change = 7.8 PRCP_Change = -20.6 Observation = 62 Value_Change = -40.6 PRCP_Change = 15.2 Observation = 61 Value_Change = -22.6 PRCP_Change = 20.8 Observation = 60 Value_Change = -40.4 PRCP_Change = -6.6 Observation = 59 Value_Change = 17.2 PRCP_Change = -9.2 Observation = 58 Value_Change = -46.2 PRCP_Change = 2 Observation = 57 Value_Change = -19.8 PRCP_Change = 20.4 Observation = 56 Value_Change = -35.4 PRCP_Change = -19.6 Observation = 55 Value_Change = -43 PRCP_Change = 15.6 Observation = 54 Value_Change = -37 PRCP_Change = -14.6 Observation = 53 Value_Change = -19 PRCP_Change = 15.2 Observation = 52 Value_Change = -8 PRCP_Change = 13.4 Observation = 51 Value_Change = -58.8 PRCP_Change = 25.4 Observation = 50 Value_Change = -44 PRCP_Change = 2.2 Observation = 49 Value_Change = -23.4 PRCP_Change = 39 Observation = 48 Value_Change = -31.2 PRCP_Change = 15.8 Observation = 47 Value_Change = -27.4 PRCP_Change = -15.6 Observation = 46 Value_Change = 19.2 PRCP_Change = 3.8 Observation = 45 Value_Change = -18.4 PRCP_Change = -13.8 Observation = 44 Value_Change = -23 PRCP_Change = 15 Observation = 43 Value_Change = -12.2 PRCP_Change = -0.6 Observation = 42 Value_Change = -58 PRCP_Change = 24.4 Observation = 41 Value_Change = -39.4 PRCP_Change = 2.4 Observation = 40 Value_Change = -22 PRCP_Change = 0.6 Observation = 39 Value_Change = -60 PRCP_Change = 31.8 Observation = 38 Value_Change = -26.6 PRCP_Change = 10 Observation = 37 Value_Change = -42 PRCP_Change = -30.4 Observation = 36 Value_Change = -55.4 PRCP_Change = 10.8 Observation = 35 Value_Change = -35.8 PRCP_Change = -23.4 Observation = 34 Value_Change = -21.2 PRCP_Change = 0 Observation = 33 Value_Change = -7.4 PRCP_Change = 19.8 Observation = 32 Value_Change = -50 PRCP_Change = 20.4 Observation = 31 Value_Change = -62.8 PRCP_Change = 20.6 Observation = 30 Value_Change = -2.2 PRCP_Change = 4.8 Observation = 29 Value_Change = -34 PRCP_Change = 1.6 Observation = 28 Value_Change = -27.4 PRCP_Change = 10.2 Observation = 27 Value_Change = -43.4 PRCP_Change = 23.4 Observation = 26 Value_Change = -39 PRCP_Change = 0 Observation = 25 Value_Change = -18.8 PRCP_Change = 0 Observation = 24 Value_Change = -26.6 PRCP_Change = -3.8 Observation = 23 Value_Change = 90 PRCP_Change = -5.2 Observation = 22 Value_Change = -48.6 PRCP_Change = -8 Observation = 21 Value_Change = -34.8 PRCP_Change = 9.8 Observation = 20 Value_Change = -64.6 PRCP_Change = 2.2 Observation = 19 Value_Change = -54.6 PRCP_Change = 24.4 Observation = 18 Value_Change = -38.6 PRCP_Change = -17.8 Observation = 17 Value_Change = -32.6 PRCP_Change = 19.2 Observation = 16 Value_Change = -39 PRCP_Change = 22.8 Observation = 15 Value_Change = 0.4 PRCP_Change = -19.2 Observation = 14 Value_Change = 220 PRCP_Change = 19.4 Observation = 13 Value_Change = -36 PRCP_Change = 30.4 Observation = 12 Value_Change = 18.2 PRCP_Change = 18.6 Observation = 11 Value_Change = -33.6 PRCP_Change = 5 Observation = 10 Value_Change = -21 PRCP_Change = 25.2 Observation = 9 Value_Change = 5 PRCP_Change = 13.6 Observation = 8 Value_Change = -19.4 PRCP_Change = 0.6 Observation = 7 Value_Change = -21 PRCP_Change = -2.2 Observation = 6 Value_Change = -39 PRCP_Change = 6.2 Observation = 5 Value_Change = 6.8 PRCP_Change = 10.2 Observation = 4 Value_Change = -44.6 PRCP_Change = 19.4 Observation = 3 Value_Change = -44.2 PRCP_Change = 11 Observation = 2 Value_Change = 5.2 PRCP_Change = -11.8 Observation = 1
img13.png Value_Change = -57.4 TAVG_Change = -0.2 Observation = 86 Value_Change = -40.6 TAVG_Change = -2.4 Observation = 85 Value_Change = 42.8 TAVG_Change = 4.2 Observation = 84 Value_Change = -19.8 TAVG_Change = -5.2 Observation = 83 Value_Change = -10.2 TAVG_Change = 2.4 Observation = 82 Value_Change = -39.6 TAVG_Change = -1.4 Observation = 81 Value_Change = 178.2 TAVG_Change = 0.4 Observation = 80 Value_Change = 289.8 TAVG_Change = 0 Observation = 79 Value_Change = 47.2 TAVG_Change = -1.4 Observation = 78 Value_Change = -25 TAVG_Change = 2.4 Observation = 77 Value_Change = -30 TAVG_Change = 1.2 Observation = 76 Value_Change = -59.4 TAVG_Change = 0.4 Observation = 75 Value_Change = -28.8 TAVG_Change = -2 Observation = 74 Value_Change = -12.8 TAVG_Change = -4.6 Observation = 73 Value_Change = -26.4 TAVG_Change = 0 Observation = 72 Value_Change = 14.8 TAVG_Change = -8 Observation = 71 Value_Change = -23.6 TAVG_Change = 2.6 Observation = 70 Value_Change = 33.2 TAVG_Change = 0 Observation = 69 Value_Change = -43.6 TAVG_Change = -0.6 Observation = 68 Value_Change = -51.2 TAVG_Change = 0 Observation = 67 Value_Change = -32.2 TAVG_Change = 2.2 Observation = 66 Value_Change = -18.4 TAVG_Change = 1 Observation = 65 Value_Change = -19.4 TAVG_Change = -4.6 Observation = 64 Value_Change = -49.8 TAVG_Change = 1 Observation = 63 Value_Change = 7.8 TAVG_Change = 2.4 Observation = 62 Value_Change = -40.6 TAVG_Change = 8.8 Observation = 61 Value_Change = -22.6 TAVG_Change = 1.6 Observation = 60 Value_Change = -40.4 TAVG_Change = -4.2 Observation = 59 Value_Change = 17.2 TAVG_Change = 3.8 Observation = 58 Value_Change = -46.2 TAVG_Change = 1.4 Observation = 57 Value_Change = -19.8 TAVG_Change = 1.6 Observation = 56 Value_Change = -35.4 TAVG_Change = 3 Observation = 55 Value_Change = -43 TAVG_Change = -2.6 Observation = 54 Value_Change = -37 TAVG_Change = 0 Observation = 53 Value_Change = -19 TAVG_Change = 5.6 Observation = 52 Value_Change = -8 TAVG_Change = 2 Observation = 51 Value_Change = -58.8 TAVG_Change = 2.6 Observation = 50 Value_Change = -44 TAVG_Change = 1.6 Observation = 49 Value_Change = -23.4 TAVG_Change = -0.6 Observation = 48 Value_Change = -31.2 TAVG_Change = 1.2 Observation = 47 Value_Change = -27.4 TAVG_Change = 2.2 Observation = 46 Value_Change = 19.2 TAVG_Change = 2.8 Observation = 45 Value_Change = -18.4 TAVG_Change = 0 Observation = 44 Value_Change = -23 TAVG_Change = 3.6 Observation = 43 Value_Change = -12.2 TAVG_Change = -1 Observation = 42 Value_Change = -58 TAVG_Change = 0.8 Observation = 41 Value_Change = -39.4 TAVG_Change = 0 Observation = 40 Value_Change = -22 TAVG_Change = 1.8 Observation = 39 Value_Change = -60 TAVG_Change = -0.6 Observation = 38 Value_Change = -26.6 TAVG_Change = 3.6 Observation = 37 Value_Change = -42 TAVG_Change = 6.2 Observation = 36 Value_Change = -55.4 TAVG_Change = 0.2 Observation = 35 Value_Change = -35.8 TAVG_Change = 2.4 Observation = 34 Value_Change = -21.2 TAVG_Change = 0 Observation = 33 Value_Change = -7.4 TAVG_Change = 1.2 Observation = 32 Value_Change = -50 TAVG_Change = 0 Observation = 31 Value_Change = -62.8 TAVG_Change = 0 Observation = 30 Value_Change = -2.2 TAVG_Change = 0 Observation = 29 Value_Change = -34 TAVG_Change = 0.8 Observation = 28 Value_Change = -27.4 TAVG_Change = 11.6 Observation = 27 Value_Change = -43.4 TAVG_Change = -8.8 Observation = 26 Value_Change = -39 TAVG_Change = -1 Observation = 25 Value_Change = -18.8 TAVG_Change = 0 Observation = 24 Value_Change = -26.6 TAVG_Change = 2.8 Observation = 23 Value_Change = 90 TAVG_Change = 1.6 Observation = 22 Value_Change = -48.6 TAVG_Change = 1.6 Observation = 21 Value_Change = -34.8 TAVG_Change = -1.2 Observation = 20 Value_Change = -64.6 TAVG_Change = 1.8 Observation = 19 Value_Change = -54.6 TAVG_Change = -6.8 Observation = 18 Value_Change = -38.6 TAVG_Change = 0 Observation = 17 Value_Change = -32.6 TAVG_Change = 1.6 Observation = 16 Value_Change = -39 TAVG_Change = 0.2 Observation = 15 Value_Change = 0.4 TAVG_Change = 8 Observation = 14 Value_Change = 220 TAVG_Change = -1.2 Observation = 13 Value_Change = -36 TAVG_Change = 2 Observation = 12 Value_Change = 18.2 TAVG_Change = -2.6 Observation = 11 Value_Change = -33.6 TAVG_Change = 15.4 Observation = 10 Value_Change = -21 TAVG_Change = 0.2 Observation = 9 Value_Change = 5 TAVG_Change = 0.8 Observation = 8 Value_Change = -19.4 TAVG_Change = 4 Observation = 7 Value_Change = -21 TAVG_Change = -3.2 Observation = 6 Value_Change = -39 TAVG_Change = -1.6 Observation = 5 Value_Change = 6.8 TAVG_Change = -6.2 Observation = 4 Value_Change = -44.6 TAVG_Change = 0 Observation = 3 Value_Change = -44.2 TAVG_Change = -3.6 Observation = 2 Value_Change = 5.2 TAVG_Change = 2.2 Observation = 1
img14.png Value_Change = -57.4 TMIN_Change = 3.6 Observation = 86 Value_Change = -40.6 TMIN_Change = -1 Observation = 85 Value_Change = 42.8 TMIN_Change = 13.8 Observation = 84 Value_Change = -19.8 TMIN_Change = -0.8 Observation = 83 Value_Change = -10.2 TMIN_Change = 4.2 Observation = 82 Value_Change = -39.6 TMIN_Change = 0.2 Observation = 81 Value_Change = 178.2 TMIN_Change = -1.4 Observation = 80 Value_Change = 289.8 TMIN_Change = 0 Observation = 79 Value_Change = 47.2 TMIN_Change = -1.6 Observation = 78 Value_Change = -25 TMIN_Change = -0.4 Observation = 77 Value_Change = -30 TMIN_Change = -1.2 Observation = 76 Value_Change = -59.4 TMIN_Change = 4.2 Observation = 75 Value_Change = -28.8 TMIN_Change = 3.6 Observation = 74 Value_Change = -12.8 TMIN_Change = -4 Observation = 73 Value_Change = -26.4 TMIN_Change = 0 Observation = 72 Value_Change = 14.8 TMIN_Change = -10.4 Observation = 71 Value_Change = -23.6 TMIN_Change = 3 Observation = 70 Value_Change = 33.2 TMIN_Change = 6.8 Observation = 69 Value_Change = -43.6 TMIN_Change = 0.6 Observation = 68 Value_Change = -51.2 TMIN_Change = 1.6 Observation = 67 Value_Change = -32.2 TMIN_Change = 2.4 Observation = 66 Value_Change = -18.4 TMIN_Change = 4.6 Observation = 65 Value_Change = -19.4 TMIN_Change = -10 Observation = 64 Value_Change = -49.8 TMIN_Change = 8.6 Observation = 63 Value_Change = 7.8 TMIN_Change = 4.4 Observation = 62 Value_Change = -40.6 TMIN_Change = 28.6 Observation = 61 Value_Change = -22.6 TMIN_Change = 3.4 Observation = 60 Value_Change = -40.4 TMIN_Change = -7 Observation = 59 Value_Change = 17.2 TMIN_Change = 7 Observation = 58 Value_Change = -46.2 TMIN_Change = 2.4 Observation = 57 Value_Change = -19.8 TMIN_Change = 0.4 Observation = 56 Value_Change = -35.4 TMIN_Change = 5.6 Observation = 55 Value_Change = -43 TMIN_Change = -0.4 Observation = 54 Value_Change = -37 TMIN_Change = 0 Observation = 53 Value_Change = -19 TMIN_Change = 8 Observation = 52 Value_Change = -8 TMIN_Change = 23 Observation = 51 Value_Change = -58.8 TMIN_Change = 5.6 Observation = 50 Value_Change = -44 TMIN_Change = 4.8 Observation = 49 Value_Change = -23.4 TMIN_Change = -3.4 Observation = 48 Value_Change = -31.2 TMIN_Change = 4.2 Observation = 47 Value_Change = -27.4 TMIN_Change = 0.4 Observation = 46 Value_Change = 19.2 TMIN_Change = 6 Observation = 45 Value_Change = -18.4 TMIN_Change = 0 Observation = 44 Value_Change = -23 TMIN_Change = 8.8 Observation = 43 Value_Change = -12.2 TMIN_Change = -1 Observation = 42 Value_Change = -58 TMIN_Change = 7.2 Observation = 41 Value_Change = -39.4 TMIN_Change = 0 Observation = 40 Value_Change = -22 TMIN_Change = 0.2 Observation = 39 Value_Change = -60 TMIN_Change = 2.8 Observation = 38 Value_Change = -26.6 TMIN_Change = 2 Observation = 37 Value_Change = -42 TMIN_Change = 12.4 Observation = 36 Value_Change = -55.4 TMIN_Change = 1.4 Observation = 35 Value_Change = -35.8 TMIN_Change = -2 Observation = 34 Value_Change = -21.2 TMIN_Change = 0 Observation = 33 Value_Change = -7.4 TMIN_Change = -0.4 Observation = 32 Value_Change = -50 TMIN_Change = 0 Observation = 31 Value_Change = -62.8 TMIN_Change = 1 Observation = 30 Value_Change = -2.2 TMIN_Change = -0.2 Observation = 29 Value_Change = -34 TMIN_Change = 1.4 Observation = 28 Value_Change = -27.4 TMIN_Change = 15.2 Observation = 27 Value_Change = -43.4 TMIN_Change = -22.2 Observation = 26 Value_Change = -39 TMIN_Change = -0.4 Observation = 25 Value_Change = -18.8 TMIN_Change = 0 Observation = 24 Value_Change = -26.6 TMIN_Change = 4.2 Observation = 23 Value_Change = 90 TMIN_Change = 4.6 Observation = 22 Value_Change = -48.6 TMIN_Change = 5.4 Observation = 21 Value_Change = -34.8 TMIN_Change = -8.8 Observation = 20 Value_Change = -64.6 TMIN_Change = 2.6 Observation = 19 Value_Change = -54.6 TMIN_Change = -17.2 Observation = 18 Value_Change = -38.6 TMIN_Change = 0 Observation = 17 Value_Change = -32.6 TMIN_Change = 4.2 Observation = 16 Value_Change = -39 TMIN_Change = -0.6 Observation = 15 Value_Change = 0.4 TMIN_Change = 16.6 Observation = 14 Value_Change = 220 TMIN_Change = 2 Observation = 13 Value_Change = -36 TMIN_Change = 9 Observation = 12 Value_Change = 18.2 TMIN_Change = 0.6 Observation = 11 Value_Change = -33.6 TMIN_Change = 31.8 Observation = 10 Value_Change = -21 TMIN_Change = 5.2 Observation = 9 Value_Change = 5 TMIN_Change = 6.6 Observation = 8 Value_Change = -19.4 TMIN_Change = 10.4 Observation = 7 Value_Change = -21 TMIN_Change = -2.6 Observation = 6 Value_Change = -39 TMIN_Change = 6.2 Observation = 5 Value_Change = 6.8 TMIN_Change = -10.2 Observation = 4 Value_Change = -44.6 TMIN_Change = 0 Observation = 3 Value_Change = -44.2 TMIN_Change = -10 Observation = 2 Value_Change = 5.2 TMIN_Change = 1 Observation = 1
img15.png Value_Change = -57.4 TMAX_Change = -1.4 Observation = 86 Value_Change = -40.6 TMAX_Change = -3 Observation = 85 Value_Change = 42.8 TMAX_Change = 0 Observation = 84 Value_Change = -19.8 TMAX_Change = -7 Observation = 83 Value_Change = -10.2 TMAX_Change = 1.4 Observation = 82 Value_Change = -39.6 TMAX_Change = -1.8 Observation = 81 Value_Change = 178.2 TMAX_Change = 1.2 Observation = 80 Value_Change = 289.8 TMAX_Change = -2.4 Observation = 79 Value_Change = 47.2 TMAX_Change = -1 Observation = 78 Value_Change = -25 TMAX_Change = 3.6 Observation = 77 Value_Change = -30 TMAX_Change = 2.4 Observation = 76 Value_Change = -59.4 TMAX_Change = -1 Observation = 75 Value_Change = -28.8 TMAX_Change = -3.6 Observation = 74 Value_Change = -12.8 TMAX_Change = -5.2 Observation = 73 Value_Change = -26.4 TMAX_Change = 0 Observation = 72 Value_Change = 14.8 TMAX_Change = 4 Observation = 71 Value_Change = -23.6 TMAX_Change = 2.2 Observation = 70 Value_Change = 33.2 TMAX_Change = -2.4 Observation = 69 Value_Change = -43.6 TMAX_Change = -1 Observation = 68 Value_Change = -51.2 TMAX_Change = -0.8 Observation = 67 Value_Change = -32.2 TMAX_Change = 3 Observation = 66 Value_Change = -18.4 TMAX_Change = -0.6 Observation = 65 Value_Change = -19.4 TMAX_Change = -2 Observation = 64 Value_Change = -49.8 TMAX_Change = -2.2 Observation = 63 Value_Change = 7.8 TMAX_Change = 1.2 Observation = 62 Value_Change = -40.6 TMAX_Change = 2.2 Observation = 61 Value_Change = -22.6 TMAX_Change = 0.6 Observation = 60 Value_Change = -40.4 TMAX_Change = -2.8 Observation = 59 Value_Change = 17.2 TMAX_Change = 2 Observation = 58 Value_Change = -46.2 TMAX_Change = 1 Observation = 57 Value_Change = -19.8 TMAX_Change = 2.2 Observation = 56 Value_Change = -35.4 TMAX_Change = 2 Observation = 55 Value_Change = -43 TMAX_Change = -3.4 Observation = 54 Value_Change = -37 TMAX_Change = 0 Observation = 53 Value_Change = -19 TMAX_Change = 4.2 Observation = 52 Value_Change = -8 TMAX_Change = -3.6 Observation = 51 Value_Change = -58.8 TMAX_Change = 1.2 Observation = 50 Value_Change = -44 TMAX_Change = 0 Observation = 49 Value_Change = -23.4 TMAX_Change = 0.4 Observation = 48 Value_Change = -31.2 TMAX_Change = 0.2 Observation = 47 Value_Change = -27.4 TMAX_Change = 3.2 Observation = 46 Value_Change = 19.2 TMAX_Change = 1.6 Observation = 45 Value_Change = -18.4 TMAX_Change = 0 Observation = 44 Value_Change = -23 TMAX_Change = 1.4 Observation = 43 Value_Change = -12.2 TMAX_Change = -0.8 Observation = 42 Value_Change = -58 TMAX_Change = -1.4 Observation = 41 Value_Change = -39.4 TMAX_Change = 0 Observation = 40 Value_Change = -22 TMAX_Change = 2.4 Observation = 39 Value_Change = -60 TMAX_Change = -2 Observation = 38 Value_Change = -26.6 TMAX_Change = 4.4 Observation = 37 Value_Change = -42 TMAX_Change = 0.6 Observation = 36 Value_Change = -55.4 TMAX_Change = 1.4 Observation = 35 Value_Change = -35.8 TMAX_Change = 5 Observation = 34 Value_Change = -21.2 TMAX_Change = 0 Observation = 33 Value_Change = -7.4 TMAX_Change = 1.8 Observation = 32 Value_Change = -50 TMAX_Change = 0 Observation = 31 Value_Change = -62.8 TMAX_Change = -0.6 Observation = 30 Value_Change = -2.2 TMAX_Change = 0 Observation = 29 Value_Change = -34 TMAX_Change = 1 Observation = 28 Value_Change = -27.4 TMAX_Change = 10.2 Observation = 27 Value_Change = -43.4 TMAX_Change = -3 Observation = 26 Value_Change = -39 TMAX_Change = -1.2 Observation = 25 Value_Change = -18.8 TMAX_Change = 0 Observation = 24 Value_Change = -26.6 TMAX_Change = 2.2 Observation = 23 Value_Change = 90 TMAX_Change = 0 Observation = 22 Value_Change = -48.6 TMAX_Change = -0.4 Observation = 21 Value_Change = -34.8 TMAX_Change = 1.8 Observation = 20 Value_Change = -64.6 TMAX_Change = 1.6 Observation = 19 Value_Change = -54.6 TMAX_Change = -2.4 Observation = 18 Value_Change = -38.6 TMAX_Change = 0 Observation = 17 Value_Change = -32.6 TMAX_Change = 0.4 Observation = 16 Value_Change = -39 TMAX_Change = 0.6 Observation = 15 Value_Change = 0.4 TMAX_Change = 3.8 Observation = 14 Value_Change = 220 TMAX_Change = -2.4 Observation = 13 Value_Change = -36 TMAX_Change = -0.8 Observation = 12 Value_Change = 18.2 TMAX_Change = -4 Observation = 11 Value_Change = -33.6 TMAX_Change = 9.6 Observation = 10 Value_Change = -21 TMAX_Change = -2.6 Observation = 9 Value_Change = 5 TMAX_Change = -1.4 Observation = 8 Value_Change = -19.4 TMAX_Change = 1.2 Observation = 7 Value_Change = -21 TMAX_Change = -3.4 Observation = 6 Value_Change = -39 TMAX_Change = -4.2 Observation = 5 Value_Change = 6.8 TMAX_Change = -3.8 Observation = 4 Value_Change = -44.6 TMAX_Change = 0 Observation = 3 Value_Change = -44.2 TMAX_Change = -0.4 Observation = 2 Value_Change = 5.2 TMAX_Change = 2.8 Observation = 1

Created:         Monday, May 11, 2020

CORRELATION MATRIX TO GET TOP PREDICTORS FOR FEED

The CORR Procedure
9 Variables: Value_Change Unemployment_Change Pop_Density_Change CLDD_Change HTDD_Change PRCP_Change TAVG_Change TMIN_Change TMAX_Change
Pearson Correlation Coefficients, N = 86
Prob > |r| under H0: Rho=0
Value_Change
Value_Change
1.00000
 
PRCP_Change
-0.21352
0.0484
Pop_Density_Change
-0.21255
0.0494
Unemployment_Change
Unemployment_Change
1.00000
 
PRCP_Change
-0.30121
0.0048
TMAX_Change
0.25978
0.0157
Pop_Density_Change
Pop_Density_Change
1.00000
 
PRCP_Change
0.31589
0.0030
HTDD_Change
-0.27887
0.0093
CLDD_Change
CLDD_Change
1.00000
 
TAVG_Change
0.89820
<.0001
TMAX_Change
0.74086
<.0001
HTDD_Change
HTDD_Change
1.00000
 
TAVG_Change
-0.27986
0.0091
Pop_Density_Change
-0.27887
0.0093
PRCP_Change
PRCP_Change
1.00000
 
Pop_Density_Change
0.31589
0.0030
Unemployment_Change
-0.30121
0.0048
TAVG_Change
TAVG_Change
1.00000
 
CLDD_Change
0.89820
<.0001
TMIN_Change
0.84973
<.0001
TMIN_Change
TMIN_Change
1.00000
 
TAVG_Change
0.84973
<.0001
CLDD_Change
0.72615
<.0001
TMAX_Change
TMAX_Change
1.00000
 
CLDD_Change
0.74086
<.0001
TAVG_Change
0.73351
<.0001

Created:         Monday, May 11, 2020

LINEAR REGRESSION MODEL WITH USING TOP PREDICTIVE VARIABLES FOR FEED

The GLM Procedure
Number of Observations Read 86
Number of Observations Used 86

Created:         Monday, May 11, 2020


LINEAR REGRESSION MODEL WITH USING TOP PREDICTIVE VARIABLES FOR FEED

The GLM Procedure

Dependent Variable: Value_Change   
Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 12073.3323 6036.6661 2.08 0.1309
Error 83 240405.5701 2896.4527    
Corrected Total 85 252478.9023      
R-Square Coeff Var Root MSE Value_Change Mean
0.047819 -333.8436 53.81870 -16.12093
Source DF Type I SS Mean Square F Value Pr > F
Pop_Density_Change 1 11406.18262 11406.18262 3.94 0.0505
Unemployment_Change 1 667.14965 667.14965 0.23 0.6325
Source DF Type III SS Mean Square F Value Pr > F
Pop_Density_Change 1 11820.32417 11820.32417 4.08 0.0466
Unemployment_Change 1 667.14965 667.14965 0.23 0.6325
Parameter Estimate Standard
Error		 t Value Pr > |t|
Intercept 14.89820653 56.82793574 0.26 0.7938
Pop_Density_Change -2.25261717 1.11507971 -2.02 0.0466
Unemployment_Change 0.51546769 1.07404637 0.48 0.6325
img16.png

Created:         Monday, May 11, 2020

MAP SHOWING PERCENTAGE CHANGE IN VALUE OF FUELS BETWEEN 2012 AND 2017 ACROSS NORTH CAROLINA

img17.png

Created:         Monday, May 11, 2020

CORRELATION AND SCATTER PLOTS FOR FUELS

The CORR Procedure
1 With Variables: Value_Change
8 Variables: Unemployment_Change Pop_Density_Change CLDD_Change HTDD_Change PRCP_Change TAVG_Change TMIN_Change TMAX_Change
Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
Value_Change 91 -15.40659 27.95430 -1402 -65.40000 152.80000
Unemployment_Change 91 -52.77143 5.60369 -4802 -66.00000 -35.00000
Pop_Density_Change 91 1.45714 4.76751 132.60000 -6.40000 13.20000
CLDD_Change 91 2.83956 15.38794 258.40000 -26.00000 86.20000
HTDD_Change 91 0.63516 10.16786 57.80000 -20.20000 51.40000
PRCP_Change 91 7.47033 15.56633 679.80000 -30.40000 45.60000
TAVG_Change 91 0.65714 3.78961 59.80000 -8.80000 15.40000
TMIN_Change 91 2.71429 8.29603 247.00000 -22.20000 31.80000
TMAX_Change 91 0.02857 2.91350 2.60000 -7.00000 10.20000
Pearson Correlation Coefficients, N = 91
Prob > |r| under H0: Rho=0
Value_Change
TMAX_Change
-0.18938
0.0722
HTDD_Change
0.13929
0.1879
Unemployment_Change
-0.13831
0.1911
Pop_Density_Change
-0.07888
0.4573
TMIN_Change
0.05905
0.5782
CLDD_Change
-0.05642
0.5953
TAVG_Change
-0.04987
0.6387
PRCP_Change
-0.04549
0.6686

Created:         Monday, May 11, 2020


CORRELATION AND SCATTER PLOTS FOR FUELS

The CORR Procedure
img8.png Value_Change = -22.6 Unemployment_Change = -58 Observation = 91 Value_Change = -22.6 Unemployment_Change = -57.6 Observation = 90 Value_Change = -13.6 Unemployment_Change = -44.6 Observation = 89 Value_Change = -21.4 Unemployment_Change = -59.6 Observation = 88 Value_Change = -17.4 Unemployment_Change = -41.2 Observation = 87 Value_Change = -40 Unemployment_Change = -57.6 Observation = 86 Value_Change = 17.2 Unemployment_Change = -45.2 Observation = 85 Value_Change = -33.2 Unemployment_Change = -45 Observation = 84 Value_Change = 3.6 Unemployment_Change = -54 Observation = 83 Value_Change = -36 Unemployment_Change = -49.4 Observation = 82 Value_Change = -40.2 Unemployment_Change = -44.2 Observation = 81 Value_Change = -65.4 Unemployment_Change = -50.6 Observation = 80 Value_Change = 33 Unemployment_Change = -66 Observation = 79 Value_Change = 3.6 Unemployment_Change = -57.2 Observation = 78 Value_Change = -4.4 Unemployment_Change = -54.8 Observation = 77 Value_Change = -16.8 Unemployment_Change = -58.6 Observation = 76 Value_Change = -38.4 Unemployment_Change = -55.8 Observation = 75 Value_Change = -20 Unemployment_Change = -49.4 Observation = 74 Value_Change = 30.8 Unemployment_Change = -54.6 Observation = 73 Value_Change = -8.6 Unemployment_Change = -56.8 Observation = 72 Value_Change = -6.8 Unemployment_Change = -54.8 Observation = 71 Value_Change = -24.2 Unemployment_Change = -50.8 Observation = 70 Value_Change = -28.2 Unemployment_Change = -55.2 Observation = 69 Value_Change = -13.4 Unemployment_Change = -56.6 Observation = 68 Value_Change = 58.6 Unemployment_Change = -51.8 Observation = 67 Value_Change = -41 Unemployment_Change = -47.2 Observation = 66 Value_Change = -28 Unemployment_Change = -58.2 Observation = 65 Value_Change = -32.2 Unemployment_Change = -55.8 Observation = 64 Value_Change = -1 Unemployment_Change = -45 Observation = 63 Value_Change = -17.6 Unemployment_Change = -48.8 Observation = 62 Value_Change = 10.8 Unemployment_Change = -39.4 Observation = 61 Value_Change = -46.2 Unemployment_Change = -35 Observation = 60 Value_Change = -37 Unemployment_Change = -46 Observation = 59 Value_Change = -30.2 Unemployment_Change = -47.8 Observation = 58 Value_Change = -34 Unemployment_Change = -50 Observation = 57 Value_Change = 2.8 Unemployment_Change = -57.6 Observation = 56 Value_Change = 17.6 Unemployment_Change = -57.4 Observation = 55 Value_Change = -57.2 Unemployment_Change = -63 Observation = 54 Value_Change = -38 Unemployment_Change = -53.4 Observation = 53 Value_Change = -27.6 Unemployment_Change = -57.2 Observation = 52 Value_Change = -21.2 Unemployment_Change = -58.4 Observation = 51 Value_Change = -26.2 Unemployment_Change = -55.2 Observation = 50 Value_Change = -8.6 Unemployment_Change = -55.2 Observation = 49 Value_Change = 11.8 Unemployment_Change = -55.6 Observation = 48 Value_Change = -22.4 Unemployment_Change = -51.2 Observation = 47 Value_Change = -34.2 Unemployment_Change = -55.6 Observation = 46 Value_Change = -36.2 Unemployment_Change = -57.6 Observation = 45 Value_Change = -58.8 Unemployment_Change = -46.8 Observation = 44 Value_Change = -27.4 Unemployment_Change = -47.2 Observation = 43 Value_Change = -38.2 Unemployment_Change = -49.4 Observation = 42 Value_Change = 4 Unemployment_Change = -56 Observation = 41 Value_Change = -20.8 Unemployment_Change = -51.8 Observation = 40 Value_Change = -10.6 Unemployment_Change = -46.6 Observation = 39 Value_Change = 6 Unemployment_Change = -50.6 Observation = 38 Value_Change = -22.4 Unemployment_Change = -52.6 Observation = 37 Value_Change = 28.8 Unemployment_Change = -61.6 Observation = 36 Value_Change = -17.6 Unemployment_Change = -42.8 Observation = 35 Value_Change = -8 Unemployment_Change = -56.2 Observation = 34 Value_Change = -47.2 Unemployment_Change = -52.6 Observation = 33 Value_Change = -32.8 Unemployment_Change = -51.6 Observation = 32 Value_Change = -5.2 Unemployment_Change = -46.8 Observation = 31 Value_Change = -14.8 Unemployment_Change = -46 Observation = 30 Value_Change = -24.8 Unemployment_Change = -47.2 Observation = 29 Value_Change = -44 Unemployment_Change = -57.2 Observation = 28 Value_Change = -24.2 Unemployment_Change = -55.6 Observation = 27 Value_Change = 152.8 Unemployment_Change = -52.4 Observation = 26 Value_Change = -35.8 Unemployment_Change = -49.4 Observation = 25 Value_Change = -28 Unemployment_Change = -45.8 Observation = 24 Value_Change = -31.2 Unemployment_Change = -51.6 Observation = 23 Value_Change = -40.6 Unemployment_Change = -56 Observation = 22 Value_Change = -21.4 Unemployment_Change = -58.2 Observation = 21 Value_Change = -33.4 Unemployment_Change = -52.2 Observation = 20 Value_Change = -25.2 Unemployment_Change = -55.4 Observation = 19 Value_Change = -11 Unemployment_Change = -51.2 Observation = 18 Value_Change = -13.2 Unemployment_Change = -59.4 Observation = 17 Value_Change = -36.8 Unemployment_Change = -55.6 Observation = 16 Value_Change = -6.4 Unemployment_Change = -50.6 Observation = 15 Value_Change = -25.8 Unemployment_Change = -45.6 Observation = 14 Value_Change = -3.8 Unemployment_Change = -62 Observation = 13 Value_Change = 24.6 Unemployment_Change = -54.4 Observation = 12 Value_Change = 13.6 Unemployment_Change = -57.2 Observation = 11 Value_Change = -5.6 Unemployment_Change = -52.8 Observation = 10 Value_Change = 22.4 Unemployment_Change = -54.4 Observation = 9 Value_Change = -5.2 Unemployment_Change = -48.2 Observation = 8 Value_Change = -27 Unemployment_Change = -52.8 Observation = 7 Value_Change = -2.8 Unemployment_Change = -59.4 Observation = 6 Value_Change = -8.6 Unemployment_Change = -60.6 Observation = 5 Value_Change = -15.2 Unemployment_Change = -53.2 Observation = 4 Value_Change = -18.2 Unemployment_Change = -52 Observation = 3 Value_Change = -19.4 Unemployment_Change = -62.6 Observation = 2 Value_Change = -20.6 Unemployment_Change = -50.6 Observation = 1
img9.png Value_Change = -22.6 Pop_Density_Change = 0.4 Observation = 91 Value_Change = -22.6 Pop_Density_Change = -1.4 Observation = 90 Value_Change = -13.6 Pop_Density_Change = 0.2 Observation = 89 Value_Change = -21.4 Pop_Density_Change = -0.6 Observation = 88 Value_Change = -17.4 Pop_Density_Change = -1 Observation = 87 Value_Change = -40 Pop_Density_Change = -5.2 Observation = 86 Value_Change = 17.2 Pop_Density_Change = -4.2 Observation = 85 Value_Change = -33.2 Pop_Density_Change = 12.6 Observation = 84 Value_Change = 3.6 Pop_Density_Change = -1.8 Observation = 83 Value_Change = -36 Pop_Density_Change = 11.2 Observation = 82 Value_Change = -40.2 Pop_Density_Change = 1.4 Observation = 81 Value_Change = -65.4 Pop_Density_Change = 3 Observation = 80 Value_Change = 33 Pop_Density_Change = 1.6 Observation = 79 Value_Change = 3.6 Pop_Density_Change = -1.6 Observation = 78 Value_Change = -4.4 Pop_Density_Change = -2.2 Observation = 77 Value_Change = -16.8 Pop_Density_Change = 1.6 Observation = 76 Value_Change = -38.4 Pop_Density_Change = -2.6 Observation = 75 Value_Change = -20 Pop_Density_Change = -0.4 Observation = 74 Value_Change = 30.8 Pop_Density_Change = -1 Observation = 73 Value_Change = -8.6 Pop_Density_Change = 2.2 Observation = 72 Value_Change = -6.8 Pop_Density_Change = -2 Observation = 71 Value_Change = -24.2 Pop_Density_Change = -2.2 Observation = 70 Value_Change = -28.2 Pop_Density_Change = -3.4 Observation = 69 Value_Change = -13.4 Pop_Density_Change = 0.6 Observation = 68 Value_Change = 58.6 Pop_Density_Change = 1.4 Observation = 67 Value_Change = -41 Pop_Density_Change = 3.2 Observation = 66 Value_Change = -28 Pop_Density_Change = 0.6 Observation = 65 Value_Change = -32.2 Pop_Density_Change = 13.2 Observation = 64 Value_Change = -1 Pop_Density_Change = -2.2 Observation = 63 Value_Change = -17.6 Pop_Density_Change = -2.8 Observation = 62 Value_Change = 10.8 Pop_Density_Change = 4.4 Observation = 61 Value_Change = -46.2 Pop_Density_Change = 2.2 Observation = 60 Value_Change = -37 Pop_Density_Change = -6.4 Observation = 59 Value_Change = -30.2 Pop_Density_Change = -1.2 Observation = 58 Value_Change = -34 Pop_Density_Change = 7.8 Observation = 57 Value_Change = 2.8 Pop_Density_Change = -0.6 Observation = 56 Value_Change = 17.6 Pop_Density_Change = -2.2 Observation = 55 Value_Change = -57.2 Pop_Density_Change = 0.4 Observation = 54 Value_Change = -38 Pop_Density_Change = -4.4 Observation = 53 Value_Change = -27.6 Pop_Density_Change = 3.4 Observation = 52 Value_Change = -21.2 Pop_Density_Change = 4.6 Observation = 51 Value_Change = -26.2 Pop_Density_Change = -4.2 Observation = 50 Value_Change = -8.6 Pop_Density_Change = 2.2 Observation = 49 Value_Change = 11.8 Pop_Density_Change = -4.6 Observation = 48 Value_Change = -22.4 Pop_Density_Change = 12.6 Observation = 47 Value_Change = -34.2 Pop_Density_Change = 6.4 Observation = 46 Value_Change = -36.2 Pop_Density_Change = 8 Observation = 45 Value_Change = -58.8 Pop_Density_Change = 7.2 Observation = 44 Value_Change = -27.4 Pop_Density_Change = -2.8 Observation = 43 Value_Change = -38.2 Pop_Density_Change = 7.2 Observation = 42 Value_Change = 4 Pop_Density_Change = 4 Observation = 41 Value_Change = -20.8 Pop_Density_Change = 8.2 Observation = 40 Value_Change = -10.6 Pop_Density_Change = -4.6 Observation = 39 Value_Change = 6 Pop_Density_Change = 5.8 Observation = 38 Value_Change = -22.4 Pop_Density_Change = 3.2 Observation = 37 Value_Change = 28.8 Pop_Density_Change = -2 Observation = 36 Value_Change = -17.6 Pop_Density_Change = -3.2 Observation = 35 Value_Change = -8 Pop_Density_Change = 5.8 Observation = 34 Value_Change = -47.2 Pop_Density_Change = 7.6 Observation = 33 Value_Change = -32.8 Pop_Density_Change = 5 Observation = 32 Value_Change = -5.2 Pop_Density_Change = -5.2 Observation = 31 Value_Change = -14.8 Pop_Density_Change = 10.4 Observation = 30 Value_Change = -24.8 Pop_Density_Change = -1 Observation = 29 Value_Change = -44 Pop_Density_Change = 2.6 Observation = 28 Value_Change = -24.2 Pop_Density_Change = 1.4 Observation = 27 Value_Change = 152.8 Pop_Density_Change = 5 Observation = 26 Value_Change = -35.8 Pop_Density_Change = 9.6 Observation = 25 Value_Change = -28 Pop_Density_Change = 0.4 Observation = 24 Value_Change = -31.2 Pop_Density_Change = -2.4 Observation = 23 Value_Change = -40.6 Pop_Density_Change = -2.6 Observation = 22 Value_Change = -21.4 Pop_Density_Change = 0 Observation = 21 Value_Change = -33.4 Pop_Density_Change = -4.4 Observation = 20 Value_Change = -25.2 Pop_Density_Change = 3.6 Observation = 19 Value_Change = -11 Pop_Density_Change = 10.4 Observation = 18 Value_Change = -13.2 Pop_Density_Change = 2 Observation = 17 Value_Change = -36.8 Pop_Density_Change = -1.8 Observation = 16 Value_Change = -6.4 Pop_Density_Change = 1.8 Observation = 15 Value_Change = -25.8 Pop_Density_Change = 5.6 Observation = 14 Value_Change = -3.8 Pop_Density_Change = -0.2 Observation = 13 Value_Change = 24.6 Pop_Density_Change = 12.2 Observation = 12 Value_Change = 13.6 Pop_Density_Change = 0.2 Observation = 11 Value_Change = -5.6 Pop_Density_Change = 5.6 Observation = 10 Value_Change = 22.4 Pop_Density_Change = -4 Observation = 9 Value_Change = -5.2 Pop_Density_Change = -6 Observation = 8 Value_Change = -27 Pop_Density_Change = -0.8 Observation = 7 Value_Change = -2.8 Pop_Density_Change = -0.4 Observation = 6 Value_Change = -8.6 Pop_Density_Change = -0.4 Observation = 5 Value_Change = -15.2 Pop_Density_Change = -5.4 Observation = 4 Value_Change = -18.2 Pop_Density_Change = 0.8 Observation = 3 Value_Change = -19.4 Pop_Density_Change = 0.6 Observation = 2 Value_Change = -20.6 Pop_Density_Change = 6.6 Observation = 1
img10.png Value_Change = -22.6 CLDD_Change = -6.4 Observation = 91 Value_Change = -22.6 CLDD_Change = -10.6 Observation = 90 Value_Change = -13.6 CLDD_Change = 21 Observation = 89 Value_Change = -21.4 CLDD_Change = -19 Observation = 88 Value_Change = -17.4 CLDD_Change = 8.4 Observation = 87 Value_Change = -40 CLDD_Change = 7.2 Observation = 86 Value_Change = 17.2 CLDD_Change = 0 Observation = 85 Value_Change = -33.2 CLDD_Change = -4.4 Observation = 84 Value_Change = 3.6 CLDD_Change = 13.2 Observation = 83 Value_Change = -36 CLDD_Change = 4.8 Observation = 82 Value_Change = -40.2 CLDD_Change = 34 Observation = 81 Value_Change = -65.4 CLDD_Change = -7 Observation = 80 Value_Change = 33 CLDD_Change = -2.6 Observation = 79 Value_Change = 3.6 CLDD_Change = -9 Observation = 78 Value_Change = -4.4 CLDD_Change = -11.6 Observation = 77 Value_Change = -16.8 CLDD_Change = 0 Observation = 76 Value_Change = -38.4 CLDD_Change = -15.4 Observation = 75 Value_Change = -20 CLDD_Change = 8.6 Observation = 74 Value_Change = 30.8 CLDD_Change = -3.4 Observation = 73 Value_Change = -8.6 CLDD_Change = -0.8 Observation = 72 Value_Change = -6.8 CLDD_Change = -0.2 Observation = 71 Value_Change = -24.2 CLDD_Change = -18.8 Observation = 70 Value_Change = -28.2 CLDD_Change = 6 Observation = 69 Value_Change = -13.4 CLDD_Change = -11 Observation = 68 Value_Change = 58.6 CLDD_Change = 0.8 Observation = 67 Value_Change = -41 CLDD_Change = 10.6 Observation = 66 Value_Change = -28 CLDD_Change = 24 Observation = 65 Value_Change = -32.2 CLDD_Change = 7.4 Observation = 64 Value_Change = -1 CLDD_Change = -11.8 Observation = 63 Value_Change = -17.6 CLDD_Change = 17.6 Observation = 62 Value_Change = 10.8 CLDD_Change = 6.4 Observation = 61 Value_Change = -46.2 CLDD_Change = 7.2 Observation = 60 Value_Change = -37 CLDD_Change = 9.8 Observation = 59 Value_Change = -30.2 CLDD_Change = -5.4 Observation = 58 Value_Change = -34 CLDD_Change = 0 Observation = 57 Value_Change = 2.8 CLDD_Change = 17 Observation = 56 Value_Change = 17.6 CLDD_Change = 4.2 Observation = 55 Value_Change = -57.2 CLDD_Change = -9.6 Observation = 54 Value_Change = -38 CLDD_Change = 8.8 Observation = 53 Value_Change = -27.6 CLDD_Change = 24.2 Observation = 52 Value_Change = -21.2 CLDD_Change = 8.6 Observation = 51 Value_Change = -26.2 CLDD_Change = 9 Observation = 50 Value_Change = -8.6 CLDD_Change = 10.2 Observation = 49 Value_Change = 11.8 CLDD_Change = 0 Observation = 48 Value_Change = -22.4 CLDD_Change = 19.8 Observation = 47 Value_Change = -34.2 CLDD_Change = -5 Observation = 46 Value_Change = -36.2 CLDD_Change = 3.8 Observation = 45 Value_Change = -58.8 CLDD_Change = 0 Observation = 44 Value_Change = -27.4 CLDD_Change = 3 Observation = 43 Value_Change = -38.2 CLDD_Change = -4.4 Observation = 42 Value_Change = 4 CLDD_Change = -16.2 Observation = 41 Value_Change = -20.8 CLDD_Change = 19.8 Observation = 40 Value_Change = -10.6 CLDD_Change = 18.2 Observation = 39 Value_Change = 6 CLDD_Change = -0.6 Observation = 38 Value_Change = -22.4 CLDD_Change = 3.8 Observation = 37 Value_Change = 28.8 CLDD_Change = -26 Observation = 36 Value_Change = -17.6 CLDD_Change = 0 Observation = 35 Value_Change = -8 CLDD_Change = 4.4 Observation = 34 Value_Change = -47.2 CLDD_Change = 0 Observation = 33 Value_Change = -32.8 CLDD_Change = -5 Observation = 32 Value_Change = -5.2 CLDD_Change = 5 Observation = 31 Value_Change = -14.8 CLDD_Change = -0.8 Observation = 30 Value_Change = -24.8 CLDD_Change = 46.2 Observation = 29 Value_Change = -44 CLDD_Change = -21.8 Observation = 28 Value_Change = -24.2 CLDD_Change = -4.2 Observation = 27 Value_Change = 152.8 CLDD_Change = -2 Observation = 26 Value_Change = -35.8 CLDD_Change = 0 Observation = 25 Value_Change = -28 CLDD_Change = 13.6 Observation = 24 Value_Change = -31.2 CLDD_Change = 5 Observation = 23 Value_Change = -40.6 CLDD_Change = 3.8 Observation = 22 Value_Change = -21.4 CLDD_Change = 5.2 Observation = 21 Value_Change = -33.4 CLDD_Change = 9.2 Observation = 20 Value_Change = -25.2 CLDD_Change = -25.6 Observation = 19 Value_Change = -11 CLDD_Change = 0 Observation = 18 Value_Change = -13.2 CLDD_Change = 2.4 Observation = 17 Value_Change = -36.8 CLDD_Change = -0.8 Observation = 16 Value_Change = -6.4 CLDD_Change = 20.2 Observation = 15 Value_Change = -25.8 CLDD_Change = 22 Observation = 14 Value_Change = -3.8 CLDD_Change = -0.2 Observation = 13 Value_Change = 24.6 CLDD_Change = 6.2 Observation = 12 Value_Change = 13.6 CLDD_Change = -11 Observation = 11 Value_Change = -5.6 CLDD_Change = 86.2 Observation = 10 Value_Change = 22.4 CLDD_Change = 3.6 Observation = 9 Value_Change = -5.2 CLDD_Change = 17.2 Observation = 8 Value_Change = -27 CLDD_Change = -7.8 Observation = 7 Value_Change = -2.8 CLDD_Change = -19.6 Observation = 6 Value_Change = -8.6 CLDD_Change = -17 Observation = 5 Value_Change = -15.2 CLDD_Change = -13.6 Observation = 4 Value_Change = -18.2 CLDD_Change = 0 Observation = 3 Value_Change = -19.4 CLDD_Change = -10.6 Observation = 2 Value_Change = -20.6 CLDD_Change = 10 Observation = 1
img11.png Value_Change = -22.6 HTDD_Change = -3.8 Observation = 91 Value_Change = -22.6 HTDD_Change = -2.4 Observation = 90 Value_Change = -13.6 HTDD_Change = -2.6 Observation = 89 Value_Change = -21.4 HTDD_Change = -5.8 Observation = 88 Value_Change = -17.4 HTDD_Change = -0.8 Observation = 87 Value_Change = -40 HTDD_Change = 3 Observation = 86 Value_Change = 17.2 HTDD_Change = 0 Observation = 85 Value_Change = -33.2 HTDD_Change = 1.2 Observation = 84 Value_Change = 3.6 HTDD_Change = -3 Observation = 83 Value_Change = -36 HTDD_Change = -6.2 Observation = 82 Value_Change = -40.2 HTDD_Change = -1.4 Observation = 81 Value_Change = -65.4 HTDD_Change = -8.2 Observation = 80 Value_Change = 33 HTDD_Change = 3.6 Observation = 79 Value_Change = 3.6 HTDD_Change = -3.4 Observation = 78 Value_Change = -4.4 HTDD_Change = 10 Observation = 77 Value_Change = -16.8 HTDD_Change = 1.8 Observation = 76 Value_Change = -38.4 HTDD_Change = -3.6 Observation = 75 Value_Change = -20 HTDD_Change = -10.4 Observation = 74 Value_Change = 30.8 HTDD_Change = -4.8 Observation = 73 Value_Change = -8.6 HTDD_Change = -1.8 Observation = 72 Value_Change = -6.8 HTDD_Change = -5.2 Observation = 71 Value_Change = -24.2 HTDD_Change = 24.8 Observation = 70 Value_Change = -28.2 HTDD_Change = 0.2 Observation = 69 Value_Change = -13.4 HTDD_Change = 6 Observation = 68 Value_Change = 58.6 HTDD_Change = -19.6 Observation = 67 Value_Change = -41 HTDD_Change = 0.2 Observation = 66 Value_Change = -28 HTDD_Change = 12.8 Observation = 65 Value_Change = -32.2 HTDD_Change = 1 Observation = 64 Value_Change = -1 HTDD_Change = 11.4 Observation = 63 Value_Change = -17.6 HTDD_Change = -2.4 Observation = 62 Value_Change = 10.8 HTDD_Change = -3.8 Observation = 61 Value_Change = -46.2 HTDD_Change = 0 Observation = 60 Value_Change = -37 HTDD_Change = -2.6 Observation = 59 Value_Change = -30.2 HTDD_Change = 11.2 Observation = 58 Value_Change = -34 HTDD_Change = 0 Observation = 57 Value_Change = 2.8 HTDD_Change = -9.2 Observation = 56 Value_Change = 17.6 HTDD_Change = 51.4 Observation = 55 Value_Change = -57.2 HTDD_Change = 2.2 Observation = 54 Value_Change = -38 HTDD_Change = 4.6 Observation = 53 Value_Change = -27.6 HTDD_Change = -10.8 Observation = 52 Value_Change = -21.2 HTDD_Change = -3.4 Observation = 51 Value_Change = -26.2 HTDD_Change = 17 Observation = 50 Value_Change = -8.6 HTDD_Change = -5 Observation = 49 Value_Change = 11.8 HTDD_Change = 0 Observation = 48 Value_Change = -22.4 HTDD_Change = -4.8 Observation = 47 Value_Change = -34.2 HTDD_Change = -4 Observation = 46 Value_Change = -36.2 HTDD_Change = -4.2 Observation = 45 Value_Change = -58.8 HTDD_Change = 4.6 Observation = 44 Value_Change = -27.4 HTDD_Change = 1.8 Observation = 43 Value_Change = -38.2 HTDD_Change = -1.6 Observation = 42 Value_Change = 4 HTDD_Change = 4 Observation = 41 Value_Change = -20.8 HTDD_Change = -2.8 Observation = 40 Value_Change = -10.6 HTDD_Change = -12.6 Observation = 39 Value_Change = 6 HTDD_Change = -6.8 Observation = 38 Value_Change = -22.4 HTDD_Change = -5.8 Observation = 37 Value_Change = 28.8 HTDD_Change = -3.4 Observation = 36 Value_Change = -17.6 HTDD_Change = 0 Observation = 35 Value_Change = -8 HTDD_Change = -8.6 Observation = 34 Value_Change = -47.2 HTDD_Change = 0 Observation = 33 Value_Change = -32.8 HTDD_Change = -2.6 Observation = 32 Value_Change = -5.2 HTDD_Change = 12.4 Observation = 31 Value_Change = -14.8 HTDD_Change = -8 Observation = 30 Value_Change = -24.8 HTDD_Change = 0 Observation = 29 Value_Change = -44 HTDD_Change = 20.2 Observation = 28 Value_Change = -24.2 HTDD_Change = 4.4 Observation = 27 Value_Change = 152.8 HTDD_Change = 24.4 Observation = 26 Value_Change = -35.8 HTDD_Change = 0 Observation = 25 Value_Change = -28 HTDD_Change = 4.6 Observation = 24 Value_Change = -31.2 HTDD_Change = 0.8 Observation = 23 Value_Change = -40.6 HTDD_Change = -10.8 Observation = 22 Value_Change = -21.4 HTDD_Change = 6 Observation = 21 Value_Change = -33.4 HTDD_Change = 4.6 Observation = 20 Value_Change = -25.2 HTDD_Change = 5.2 Observation = 19 Value_Change = -11 HTDD_Change = 0.8 Observation = 18 Value_Change = -13.2 HTDD_Change = -8.4 Observation = 17 Value_Change = -36.8 HTDD_Change = -3 Observation = 16 Value_Change = -6.4 HTDD_Change = -7.8 Observation = 15 Value_Change = -25.8 HTDD_Change = -10.4 Observation = 14 Value_Change = -3.8 HTDD_Change = 1.8 Observation = 13 Value_Change = 24.6 HTDD_Change = -3.4 Observation = 12 Value_Change = 13.6 HTDD_Change = -5.8 Observation = 11 Value_Change = -5.6 HTDD_Change = -20.2 Observation = 10 Value_Change = 22.4 HTDD_Change = 26.4 Observation = 9 Value_Change = -5.2 HTDD_Change = 2.4 Observation = 8 Value_Change = -27 HTDD_Change = 23.4 Observation = 7 Value_Change = -2.8 HTDD_Change = -8.4 Observation = 6 Value_Change = -8.6 HTDD_Change = -5.8 Observation = 5 Value_Change = -15.2 HTDD_Change = 13.2 Observation = 4 Value_Change = -18.2 HTDD_Change = 0 Observation = 3 Value_Change = -19.4 HTDD_Change = 5.8 Observation = 2 Value_Change = -20.6 HTDD_Change = -2 Observation = 1
img12.png Value_Change = -22.6 PRCP_Change = 10.8 Observation = 91 Value_Change = -22.6 PRCP_Change = 11.8 Observation = 90 Value_Change = -13.6 PRCP_Change = 4.6 Observation = 89 Value_Change = -21.4 PRCP_Change = 21.8 Observation = 88 Value_Change = -17.4 PRCP_Change = 4.8 Observation = 87 Value_Change = -40 PRCP_Change = 9.2 Observation = 86 Value_Change = 17.2 PRCP_Change = -28 Observation = 85 Value_Change = -33.2 PRCP_Change = 9.2 Observation = 84 Value_Change = 3.6 PRCP_Change = -2.8 Observation = 83 Value_Change = -36 PRCP_Change = 30.6 Observation = 82 Value_Change = -40.2 PRCP_Change = -7.6 Observation = 81 Value_Change = -65.4 PRCP_Change = 12.8 Observation = 80 Value_Change = 33 PRCP_Change = 16.4 Observation = 79 Value_Change = 3.6 PRCP_Change = 1.6 Observation = 78 Value_Change = -4.4 PRCP_Change = 6 Observation = 77 Value_Change = -16.8 PRCP_Change = 25.2 Observation = 76 Value_Change = -38.4 PRCP_Change = 1.2 Observation = 75 Value_Change = -20 PRCP_Change = 4.2 Observation = 74 Value_Change = 30.8 PRCP_Change = 29.8 Observation = 73 Value_Change = -8.6 PRCP_Change = 39.2 Observation = 72 Value_Change = -6.8 PRCP_Change = 27 Observation = 71 Value_Change = -24.2 PRCP_Change = 4.8 Observation = 70 Value_Change = -28.2 PRCP_Change = -15.8 Observation = 69 Value_Change = -13.4 PRCP_Change = 13.2 Observation = 68 Value_Change = 58.6 PRCP_Change = 28.8 Observation = 67 Value_Change = -41 PRCP_Change = -20.6 Observation = 66 Value_Change = -28 PRCP_Change = 15.2 Observation = 65 Value_Change = -32.2 PRCP_Change = 20.8 Observation = 64 Value_Change = -1 PRCP_Change = -6.6 Observation = 63 Value_Change = -17.6 PRCP_Change = -9.2 Observation = 62 Value_Change = 10.8 PRCP_Change = 2 Observation = 61 Value_Change = -46.2 PRCP_Change = 20.4 Observation = 60 Value_Change = -37 PRCP_Change = -19.6 Observation = 59 Value_Change = -30.2 PRCP_Change = 15.6 Observation = 58 Value_Change = -34 PRCP_Change = -14.6 Observation = 57 Value_Change = 2.8 PRCP_Change = 15.2 Observation = 56 Value_Change = 17.6 PRCP_Change = 13.4 Observation = 55 Value_Change = -57.2 PRCP_Change = 34.4 Observation = 54 Value_Change = -38 PRCP_Change = 2.2 Observation = 53 Value_Change = -27.6 PRCP_Change = 26.4 Observation = 52 Value_Change = -21.2 PRCP_Change = 15.8 Observation = 51 Value_Change = -26.2 PRCP_Change = -15.6 Observation = 50 Value_Change = -8.6 PRCP_Change = 3.8 Observation = 49 Value_Change = 11.8 PRCP_Change = -13.8 Observation = 48 Value_Change = -22.4 PRCP_Change = 15 Observation = 47 Value_Change = -34.2 PRCP_Change = -0.6 Observation = 46 Value_Change = -36.2 PRCP_Change = 24.4 Observation = 45 Value_Change = -58.8 PRCP_Change = 2.4 Observation = 44 Value_Change = -27.4 PRCP_Change = 0.6 Observation = 43 Value_Change = -38.2 PRCP_Change = 31.8 Observation = 42 Value_Change = 4 PRCP_Change = 1 Observation = 41 Value_Change = -20.8 PRCP_Change = 10 Observation = 40 Value_Change = -10.6 PRCP_Change = -30.4 Observation = 39 Value_Change = 6 PRCP_Change = 10.8 Observation = 38 Value_Change = -22.4 PRCP_Change = -23.4 Observation = 37 Value_Change = 28.8 PRCP_Change = 15.6 Observation = 36 Value_Change = -17.6 PRCP_Change = 0 Observation = 35 Value_Change = -8 PRCP_Change = 19.8 Observation = 34 Value_Change = -47.2 PRCP_Change = 20.4 Observation = 33 Value_Change = -32.8 PRCP_Change = 20.6 Observation = 32 Value_Change = -5.2 PRCP_Change = 4.8 Observation = 31 Value_Change = -14.8 PRCP_Change = 1.6 Observation = 30 Value_Change = -24.8 PRCP_Change = 10.2 Observation = 29 Value_Change = -44 PRCP_Change = 23.4 Observation = 28 Value_Change = -24.2 PRCP_Change = 0 Observation = 27 Value_Change = 152.8 PRCP_Change = -18 Observation = 26 Value_Change = -35.8 PRCP_Change = 0 Observation = 25 Value_Change = -28 PRCP_Change = -3.8 Observation = 24 Value_Change = -31.2 PRCP_Change = -5.2 Observation = 23 Value_Change = -40.6 PRCP_Change = -8 Observation = 22 Value_Change = -21.4 PRCP_Change = 9.8 Observation = 21 Value_Change = -33.4 PRCP_Change = 2.2 Observation = 20 Value_Change = -25.2 PRCP_Change = 24.4 Observation = 19 Value_Change = -11 PRCP_Change = -17.8 Observation = 18 Value_Change = -13.2 PRCP_Change = 19.2 Observation = 17 Value_Change = -36.8 PRCP_Change = 22.8 Observation = 16 Value_Change = -6.4 PRCP_Change = 5.4 Observation = 15 Value_Change = -25.8 PRCP_Change = -19.2 Observation = 14 Value_Change = -3.8 PRCP_Change = 19.4 Observation = 13 Value_Change = 24.6 PRCP_Change = 30.4 Observation = 12 Value_Change = 13.6 PRCP_Change = 18.6 Observation = 11 Value_Change = -5.6 PRCP_Change = 5 Observation = 10 Value_Change = 22.4 PRCP_Change = 13.6 Observation = 9 Value_Change = -5.2 PRCP_Change = 0.6 Observation = 8 Value_Change = -27 PRCP_Change = -2.2 Observation = 7 Value_Change = -2.8 PRCP_Change = 6.2 Observation = 6 Value_Change = -8.6 PRCP_Change = 45.6 Observation = 5 Value_Change = -15.2 PRCP_Change = 10.2 Observation = 4 Value_Change = -18.2 PRCP_Change = 19.4 Observation = 3 Value_Change = -19.4 PRCP_Change = 11 Observation = 2 Value_Change = -20.6 PRCP_Change = -11.8 Observation = 1
img13.png Value_Change = -22.6 TAVG_Change = -0.2 Observation = 91 Value_Change = -22.6 TAVG_Change = -2.4 Observation = 90 Value_Change = -13.6 TAVG_Change = 4.2 Observation = 89 Value_Change = -21.4 TAVG_Change = -5.2 Observation = 88 Value_Change = -17.4 TAVG_Change = 2.4 Observation = 87 Value_Change = -40 TAVG_Change = 0.4 Observation = 86 Value_Change = 17.2 TAVG_Change = 0 Observation = 85 Value_Change = -33.2 TAVG_Change = -1.4 Observation = 84 Value_Change = 3.6 TAVG_Change = 2.4 Observation = 83 Value_Change = -36 TAVG_Change = 1.2 Observation = 82 Value_Change = -40.2 TAVG_Change = 7.2 Observation = 81 Value_Change = -65.4 TAVG_Change = -1.4 Observation = 80 Value_Change = 33 TAVG_Change = 0.4 Observation = 79 Value_Change = 3.6 TAVG_Change = -2 Observation = 78 Value_Change = -4.4 TAVG_Change = -4.6 Observation = 77 Value_Change = -16.8 TAVG_Change = 0 Observation = 76 Value_Change = -38.4 TAVG_Change = -8 Observation = 75 Value_Change = -20 TAVG_Change = 2.6 Observation = 74 Value_Change = 30.8 TAVG_Change = 0 Observation = 73 Value_Change = -8.6 TAVG_Change = -0.6 Observation = 72 Value_Change = -6.8 TAVG_Change = 0 Observation = 71 Value_Change = -24.2 TAVG_Change = 2.2 Observation = 70 Value_Change = -28.2 TAVG_Change = 1 Observation = 69 Value_Change = -13.4 TAVG_Change = -4.6 Observation = 68 Value_Change = 58.6 TAVG_Change = 1 Observation = 67 Value_Change = -41 TAVG_Change = 2.4 Observation = 66 Value_Change = -28 TAVG_Change = 8.8 Observation = 65 Value_Change = -32.2 TAVG_Change = 1.6 Observation = 64 Value_Change = -1 TAVG_Change = -4.2 Observation = 63 Value_Change = -17.6 TAVG_Change = 3.8 Observation = 62 Value_Change = 10.8 TAVG_Change = 1.4 Observation = 61 Value_Change = -46.2 TAVG_Change = 1.6 Observation = 60 Value_Change = -37 TAVG_Change = 3 Observation = 59 Value_Change = -30.2 TAVG_Change = -2.6 Observation = 58 Value_Change = -34 TAVG_Change = 0 Observation = 57 Value_Change = 2.8 TAVG_Change = 5.6 Observation = 56 Value_Change = 17.6 TAVG_Change = 2 Observation = 55 Value_Change = -57.2 TAVG_Change = -3.4 Observation = 54 Value_Change = -38 TAVG_Change = 1.6 Observation = 53 Value_Change = -27.6 TAVG_Change = 6.4 Observation = 52 Value_Change = -21.2 TAVG_Change = 1.2 Observation = 51 Value_Change = -26.2 TAVG_Change = 2.2 Observation = 50 Value_Change = -8.6 TAVG_Change = 2.8 Observation = 49 Value_Change = 11.8 TAVG_Change = 0 Observation = 48 Value_Change = -22.4 TAVG_Change = 3.6 Observation = 47 Value_Change = -34.2 TAVG_Change = -1 Observation = 46 Value_Change = -36.2 TAVG_Change = 0.8 Observation = 45 Value_Change = -58.8 TAVG_Change = 0 Observation = 44 Value_Change = -27.4 TAVG_Change = 1.8 Observation = 43 Value_Change = -38.2 TAVG_Change = -0.6 Observation = 42 Value_Change = 4 TAVG_Change = -4.6 Observation = 41 Value_Change = -20.8 TAVG_Change = 3.6 Observation = 40 Value_Change = -10.6 TAVG_Change = 6.2 Observation = 39 Value_Change = 6 TAVG_Change = 0.2 Observation = 38 Value_Change = -22.4 TAVG_Change = 2.4 Observation = 37 Value_Change = 28.8 TAVG_Change = -5.6 Observation = 36 Value_Change = -17.6 TAVG_Change = 0 Observation = 35 Value_Change = -8 TAVG_Change = 1.2 Observation = 34 Value_Change = -47.2 TAVG_Change = 0 Observation = 33 Value_Change = -32.8 TAVG_Change = 0 Observation = 32 Value_Change = -5.2 TAVG_Change = 0 Observation = 31 Value_Change = -14.8 TAVG_Change = 0.8 Observation = 30 Value_Change = -24.8 TAVG_Change = 11.6 Observation = 29 Value_Change = -44 TAVG_Change = -8.8 Observation = 28 Value_Change = -24.2 TAVG_Change = -1 Observation = 27 Value_Change = 152.8 TAVG_Change = -2.4 Observation = 26 Value_Change = -35.8 TAVG_Change = 0 Observation = 25 Value_Change = -28 TAVG_Change = 2.8 Observation = 24 Value_Change = -31.2 TAVG_Change = 1.6 Observation = 23 Value_Change = -40.6 TAVG_Change = 1.6 Observation = 22 Value_Change = -21.4 TAVG_Change = -1.2 Observation = 21 Value_Change = -33.4 TAVG_Change = 1.8 Observation = 20 Value_Change = -25.2 TAVG_Change = -6.8 Observation = 19 Value_Change = -11 TAVG_Change = 0 Observation = 18 Value_Change = -13.2 TAVG_Change = 1.6 Observation = 17 Value_Change = -36.8 TAVG_Change = 0.2 Observation = 16 Value_Change = -6.4 TAVG_Change = 5.2 Observation = 15 Value_Change = -25.8 TAVG_Change = 8 Observation = 14 Value_Change = -3.8 TAVG_Change = -1.2 Observation = 13 Value_Change = 24.6 TAVG_Change = 2 Observation = 12 Value_Change = 13.6 TAVG_Change = -2.6 Observation = 11 Value_Change = -5.6 TAVG_Change = 15.4 Observation = 10 Value_Change = 22.4 TAVG_Change = 0.8 Observation = 9 Value_Change = -5.2 TAVG_Change = 4 Observation = 8 Value_Change = -27 TAVG_Change = -3.2 Observation = 7 Value_Change = -2.8 TAVG_Change = -1.6 Observation = 6 Value_Change = -8.6 TAVG_Change = 2 Observation = 5 Value_Change = -15.2 TAVG_Change = -6.2 Observation = 4 Value_Change = -18.2 TAVG_Change = 0 Observation = 3 Value_Change = -19.4 TAVG_Change = -3.6 Observation = 2 Value_Change = -20.6 TAVG_Change = 2.2 Observation = 1
img14.png Value_Change = -22.6 TMIN_Change = 3.6 Observation = 91 Value_Change = -22.6 TMIN_Change = -1 Observation = 90 Value_Change = -13.6 TMIN_Change = 13.8 Observation = 89 Value_Change = -21.4 TMIN_Change = -0.8 Observation = 88 Value_Change = -17.4 TMIN_Change = 4.2 Observation = 87 Value_Change = -40 TMIN_Change = -1.4 Observation = 86 Value_Change = 17.2 TMIN_Change = 0 Observation = 85 Value_Change = -33.2 TMIN_Change = -1.6 Observation = 84 Value_Change = 3.6 TMIN_Change = -0.4 Observation = 83 Value_Change = -36 TMIN_Change = -1.2 Observation = 82 Value_Change = -40.2 TMIN_Change = 11 Observation = 81 Value_Change = -65.4 TMIN_Change = 8.6 Observation = 80 Value_Change = 33 TMIN_Change = 4.2 Observation = 79 Value_Change = 3.6 TMIN_Change = 3.6 Observation = 78 Value_Change = -4.4 TMIN_Change = -4 Observation = 77 Value_Change = -16.8 TMIN_Change = 0 Observation = 76 Value_Change = -38.4 TMIN_Change = -10.4 Observation = 75 Value_Change = -20 TMIN_Change = 3 Observation = 74 Value_Change = 30.8 TMIN_Change = 6.8 Observation = 73 Value_Change = -8.6 TMIN_Change = 0.6 Observation = 72 Value_Change = -6.8 TMIN_Change = 1.6 Observation = 71 Value_Change = -24.2 TMIN_Change = 2.4 Observation = 70 Value_Change = -28.2 TMIN_Change = 4.6 Observation = 69 Value_Change = -13.4 TMIN_Change = -10 Observation = 68 Value_Change = 58.6 TMIN_Change = 8.6 Observation = 67 Value_Change = -41 TMIN_Change = 4.4 Observation = 66 Value_Change = -28 TMIN_Change = 28.6 Observation = 65 Value_Change = -32.2 TMIN_Change = 3.4 Observation = 64 Value_Change = -1 TMIN_Change = -7 Observation = 63 Value_Change = -17.6 TMIN_Change = 7 Observation = 62 Value_Change = 10.8 TMIN_Change = 2.4 Observation = 61 Value_Change = -46.2 TMIN_Change = 0.4 Observation = 60 Value_Change = -37 TMIN_Change = 5.6 Observation = 59 Value_Change = -30.2 TMIN_Change = -0.4 Observation = 58 Value_Change = -34 TMIN_Change = 0 Observation = 57 Value_Change = 2.8 TMIN_Change = 8 Observation = 56 Value_Change = 17.6 TMIN_Change = 23 Observation = 55 Value_Change = -57.2 TMIN_Change = -4 Observation = 54 Value_Change = -38 TMIN_Change = 4.8 Observation = 53 Value_Change = -27.6 TMIN_Change = 27.4 Observation = 52 Value_Change = -21.2 TMIN_Change = 4.2 Observation = 51 Value_Change = -26.2 TMIN_Change = 0.4 Observation = 50 Value_Change = -8.6 TMIN_Change = 6 Observation = 49 Value_Change = 11.8 TMIN_Change = 0 Observation = 48 Value_Change = -22.4 TMIN_Change = 8.8 Observation = 47 Value_Change = -34.2 TMIN_Change = -1 Observation = 46 Value_Change = -36.2 TMIN_Change = 7.2 Observation = 45 Value_Change = -58.8 TMIN_Change = 0 Observation = 44 Value_Change = -27.4 TMIN_Change = 0.2 Observation = 43 Value_Change = -38.2 TMIN_Change = 2.8 Observation = 42 Value_Change = 4 TMIN_Change = -9 Observation = 41 Value_Change = -20.8 TMIN_Change = 2 Observation = 40 Value_Change = -10.6 TMIN_Change = 12.4 Observation = 39 Value_Change = 6 TMIN_Change = 1.4 Observation = 38 Value_Change = -22.4 TMIN_Change = -2 Observation = 37 Value_Change = 28.8 TMIN_Change = -1.4 Observation = 36 Value_Change = -17.6 TMIN_Change = 0 Observation = 35 Value_Change = -8 TMIN_Change = -0.4 Observation = 34 Value_Change = -47.2 TMIN_Change = 0 Observation = 33 Value_Change = -32.8 TMIN_Change = 1 Observation = 32 Value_Change = -5.2 TMIN_Change = -0.2 Observation = 31 Value_Change = -14.8 TMIN_Change = 1.4 Observation = 30 Value_Change = -24.8 TMIN_Change = 15.2 Observation = 29 Value_Change = -44 TMIN_Change = -22.2 Observation = 28 Value_Change = -24.2 TMIN_Change = -0.4 Observation = 27 Value_Change = 152.8 TMIN_Change = -3.6 Observation = 26 Value_Change = -35.8 TMIN_Change = 0 Observation = 25 Value_Change = -28 TMIN_Change = 4.2 Observation = 24 Value_Change = -31.2 TMIN_Change = 4.6 Observation = 23 Value_Change = -40.6 TMIN_Change = 5.4 Observation = 22 Value_Change = -21.4 TMIN_Change = -8.8 Observation = 21 Value_Change = -33.4 TMIN_Change = 2.6 Observation = 20 Value_Change = -25.2 TMIN_Change = -17.2 Observation = 19 Value_Change = -11 TMIN_Change = 0 Observation = 18 Value_Change = -13.2 TMIN_Change = 4.2 Observation = 17 Value_Change = -36.8 TMIN_Change = -0.6 Observation = 16 Value_Change = -6.4 TMIN_Change = 15 Observation = 15 Value_Change = -25.8 TMIN_Change = 16.6 Observation = 14 Value_Change = -3.8 TMIN_Change = 2 Observation = 13 Value_Change = 24.6 TMIN_Change = 9 Observation = 12 Value_Change = 13.6 TMIN_Change = 0.6 Observation = 11 Value_Change = -5.6 TMIN_Change = 31.8 Observation = 10 Value_Change = 22.4 TMIN_Change = 6.6 Observation = 9 Value_Change = -5.2 TMIN_Change = 10.4 Observation = 8 Value_Change = -27 TMIN_Change = -2.6 Observation = 7 Value_Change = -2.8 TMIN_Change = 6.2 Observation = 6 Value_Change = -8.6 TMIN_Change = 4 Observation = 5 Value_Change = -15.2 TMIN_Change = -10.2 Observation = 4 Value_Change = -18.2 TMIN_Change = 0 Observation = 3 Value_Change = -19.4 TMIN_Change = -10 Observation = 2 Value_Change = -20.6 TMIN_Change = 1 Observation = 1
img15.png Value_Change = -22.6 TMAX_Change = -1.4 Observation = 91 Value_Change = -22.6 TMAX_Change = -3 Observation = 90 Value_Change = -13.6 TMAX_Change = 0 Observation = 89 Value_Change = -21.4 TMAX_Change = -7 Observation = 88 Value_Change = -17.4 TMAX_Change = 1.4 Observation = 87 Value_Change = -40 TMAX_Change = 1.2 Observation = 86 Value_Change = 17.2 TMAX_Change = -2.4 Observation = 85 Value_Change = -33.2 TMAX_Change = -1 Observation = 84 Value_Change = 3.6 TMAX_Change = 3.6 Observation = 83 Value_Change = -36 TMAX_Change = 2.4 Observation = 82 Value_Change = -40.2 TMAX_Change = 5.4 Observation = 81 Value_Change = -65.4 TMAX_Change = -4.6 Observation = 80 Value_Change = 33 TMAX_Change = -1 Observation = 79 Value_Change = 3.6 TMAX_Change = -3.6 Observation = 78 Value_Change = -4.4 TMAX_Change = -5.2 Observation = 77 Value_Change = -16.8 TMAX_Change = 0 Observation = 76 Value_Change = -38.4 TMAX_Change = 4 Observation = 75 Value_Change = -20 TMAX_Change = 2.2 Observation = 74 Value_Change = 30.8 TMAX_Change = -2.4 Observation = 73 Value_Change = -8.6 TMAX_Change = -1 Observation = 72 Value_Change = -6.8 TMAX_Change = -0.8 Observation = 71 Value_Change = -24.2 TMAX_Change = 3 Observation = 70 Value_Change = -28.2 TMAX_Change = -0.6 Observation = 69 Value_Change = -13.4 TMAX_Change = -2 Observation = 68 Value_Change = 58.6 TMAX_Change = -2.2 Observation = 67 Value_Change = -41 TMAX_Change = 1.2 Observation = 66 Value_Change = -28 TMAX_Change = 2.2 Observation = 65 Value_Change = -32.2 TMAX_Change = 0.6 Observation = 64 Value_Change = -1 TMAX_Change = -2.8 Observation = 63 Value_Change = -17.6 TMAX_Change = 2 Observation = 62 Value_Change = 10.8 TMAX_Change = 1 Observation = 61 Value_Change = -46.2 TMAX_Change = 2.2 Observation = 60 Value_Change = -37 TMAX_Change = 2 Observation = 59 Value_Change = -30.2 TMAX_Change = -3.4 Observation = 58 Value_Change = -34 TMAX_Change = 0 Observation = 57 Value_Change = 2.8 TMAX_Change = 4.2 Observation = 56 Value_Change = 17.6 TMAX_Change = -3.6 Observation = 55 Value_Change = -57.2 TMAX_Change = -3.2 Observation = 54 Value_Change = -38 TMAX_Change = 0 Observation = 53 Value_Change = -27.6 TMAX_Change = 0.4 Observation = 52 Value_Change = -21.2 TMAX_Change = 0.2 Observation = 51 Value_Change = -26.2 TMAX_Change = 3.2 Observation = 50 Value_Change = -8.6 TMAX_Change = 1.6 Observation = 49 Value_Change = 11.8 TMAX_Change = 0 Observation = 48 Value_Change = -22.4 TMAX_Change = 1.4 Observation = 47 Value_Change = -34.2 TMAX_Change = -0.8 Observation = 46 Value_Change = -36.2 TMAX_Change = -1.4 Observation = 45 Value_Change = -58.8 TMAX_Change = 0 Observation = 44 Value_Change = -27.4 TMAX_Change = 2.4 Observation = 43 Value_Change = -38.2 TMAX_Change = -2 Observation = 42 Value_Change = 4 TMAX_Change = -3 Observation = 41 Value_Change = -20.8 TMAX_Change = 4.4 Observation = 40 Value_Change = -10.6 TMAX_Change = 0.6 Observation = 39 Value_Change = 6 TMAX_Change = 1.4 Observation = 38 Value_Change = -22.4 TMAX_Change = 5 Observation = 37 Value_Change = 28.8 TMAX_Change = -7 Observation = 36 Value_Change = -17.6 TMAX_Change = 0 Observation = 35 Value_Change = -8 TMAX_Change = 1.8 Observation = 34 Value_Change = -47.2 TMAX_Change = 0 Observation = 33 Value_Change = -32.8 TMAX_Change = -0.6 Observation = 32 Value_Change = -5.2 TMAX_Change = 0 Observation = 31 Value_Change = -14.8 TMAX_Change = 1 Observation = 30 Value_Change = -24.8 TMAX_Change = 10.2 Observation = 29 Value_Change = -44 TMAX_Change = -3 Observation = 28 Value_Change = -24.2 TMAX_Change = -1.2 Observation = 27 Value_Change = 152.8 TMAX_Change = -1.6 Observation = 26 Value_Change = -35.8 TMAX_Change = 0 Observation = 25 Value_Change = -28 TMAX_Change = 2.2 Observation = 24 Value_Change = -31.2 TMAX_Change = 0 Observation = 23 Value_Change = -40.6 TMAX_Change = -0.4 Observation = 22 Value_Change = -21.4 TMAX_Change = 1.8 Observation = 21 Value_Change = -33.4 TMAX_Change = 1.6 Observation = 20 Value_Change = -25.2 TMAX_Change = -2.4 Observation = 19 Value_Change = -11 TMAX_Change = 0 Observation = 18 Value_Change = -13.2 TMAX_Change = 0.4 Observation = 17 Value_Change = -36.8 TMAX_Change = 0.6 Observation = 16 Value_Change = -6.4 TMAX_Change = 0 Observation = 15 Value_Change = -25.8 TMAX_Change = 3.8 Observation = 14 Value_Change = -3.8 TMAX_Change = -2.4 Observation = 13 Value_Change = 24.6 TMAX_Change = -0.8 Observation = 12 Value_Change = 13.6 TMAX_Change = -4 Observation = 11 Value_Change = -5.6 TMAX_Change = 9.6 Observation = 10 Value_Change = 22.4 TMAX_Change = -1.4 Observation = 9 Value_Change = -5.2 TMAX_Change = 1.2 Observation = 8 Value_Change = -27 TMAX_Change = -3.4 Observation = 7 Value_Change = -2.8 TMAX_Change = -4.2 Observation = 6 Value_Change = -8.6 TMAX_Change = 1.4 Observation = 5 Value_Change = -15.2 TMAX_Change = -3.8 Observation = 4 Value_Change = -18.2 TMAX_Change = 0 Observation = 3 Value_Change = -19.4 TMAX_Change = -0.4 Observation = 2 Value_Change = -20.6 TMAX_Change = 2.8 Observation = 1

Created:         Monday, May 11, 2020

CORRELATION MATRIX TO GET TOP PREDICTORS FOR FUELS

The CORR Procedure
9 Variables: Value_Change Unemployment_Change Pop_Density_Change CLDD_Change HTDD_Change PRCP_Change TAVG_Change TMIN_Change TMAX_Change
Pearson Correlation Coefficients, N = 91
Prob > |r| under H0: Rho=0
Value_Change
Value_Change
1.00000
 
TMAX_Change
-0.18938
0.0722
HTDD_Change
0.13929
0.1879
Unemployment_Change
Unemployment_Change
1.00000
 
PRCP_Change
-0.41042
<.0001
TMAX_Change
0.32874
0.0015
Pop_Density_Change
Pop_Density_Change
1.00000
 
HTDD_Change
-0.24210
0.0208
PRCP_Change
0.21245
0.0432
CLDD_Change
CLDD_Change
1.00000
 
TAVG_Change
0.90711
<.0001
TMAX_Change
0.74939
<.0001
HTDD_Change
HTDD_Change
1.00000
 
TAVG_Change
-0.30010
0.0039
CLDD_Change
-0.27328
0.0088
PRCP_Change
PRCP_Change
1.00000
 
Unemployment_Change
-0.41042
<.0001
TMAX_Change
-0.24153
0.0211
TAVG_Change
TAVG_Change
1.00000
 
CLDD_Change
0.90711
<.0001
TMIN_Change
0.84284
<.0001
TMIN_Change
TMIN_Change
1.00000
 
TAVG_Change
0.84284
<.0001
CLDD_Change
0.73140
<.0001
TMAX_Change
TMAX_Change
1.00000
 
CLDD_Change
0.74939
<.0001
TAVG_Change
0.74712
<.0001

Created:         Monday, May 11, 2020

LINEAR REGRESSION MODEL WITH USING TOP PREDICTIVE VARIABLES FOR FUELS

The GLM Procedure
Number of Observations Read 91
Number of Observations Used 91

Created:         Monday, May 11, 2020


LINEAR REGRESSION MODEL WITH USING TOP PREDICTIVE VARIABLES FOR FUELS

The GLM Procedure

Dependent Variable: Value_Change   
Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 1673.46678 836.73339 1.07 0.3466
Error 88 68656.40927 780.18647    
Corrected Total 90 70329.87604      
R-Square Coeff Var Root MSE Value_Change Mean
0.023795 -181.2978 27.93182 -15.40659
Source DF Type I SS Mean Square F Value Pr > F
Pop_Density_Change 1 437.594772 437.594772 0.56 0.4559
Unemployment_Change 1 1235.872004 1235.872004 1.58 0.2115
Source DF Type III SS Mean Square F Value Pr > F
Pop_Density_Change 1 328.174476 328.174476 0.42 0.5183
Unemployment_Change 1 1235.872004 1235.872004 1.58 0.2115
Parameter Estimate Standard
Error		 t Value Pr > |t|
Intercept -49.82476645 28.04964403 -1.78 0.0791
Pop_Density_Change -0.40175596 0.61945411 -0.65 0.5183
Unemployment_Change -0.66330569 0.52701889 -1.26 0.2115
img16.png

Created:         Monday, May 11, 2020

MAP SHOWING PERCENTAGE CHANGE IN VALUE OF RENT BETWEEN 2012 AND 2017 ACROSS NORTH CAROLINA

img18.png

Created:         Monday, May 11, 2020

CORRELATION AND SCATTER PLOTS FOR RENT

The CORR Procedure
1 With Variables: Value_Change
8 Variables: Unemployment_Change Pop_Density_Change CLDD_Change HTDD_Change PRCP_Change TAVG_Change TMIN_Change TMAX_Change
Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
Value_Change 93 -9.84516 39.05275 -915.60000 -78.80000 150.00000
Unemployment_Change 93 -52.44086 5.75413 -4877 -66.00000 -35.00000
Pop_Density_Change 93 1.69032 5.15891 157.20000 -7.40000 16.80000
CLDD_Change 93 3.09247 15.34313 287.60000 -28.20000 86.20000
HTDD_Change 93 0.56559 9.67963 52.60000 -20.20000 51.40000
PRCP_Change 93 8.32043 16.06433 773.80000 -30.40000 45.60000
TAVG_Change 93 0.74839 3.69299 69.60000 -8.80000 15.40000
TMIN_Change 93 2.67527 8.19925 248.80000 -22.20000 31.80000
TMAX_Change 93 0.15914 2.82559 14.80000 -7.00000 10.20000
Pearson Correlation Coefficients, N = 93
Prob > |r| under H0: Rho=0
Value_Change
TMIN_Change
-0.17293
0.0974
TAVG_Change
-0.14180
0.1752
CLDD_Change
-0.13021
0.2135
TMAX_Change
-0.10867
0.2998
HTDD_Change
0.07585
0.4699
Pop_Density_Change
-0.05435
0.6048
PRCP_Change
-0.04560
0.6643
Unemployment_Change
-0.00879
0.9334

Created:         Monday, May 11, 2020


CORRELATION AND SCATTER PLOTS FOR RENT

The CORR Procedure
img8.png Value_Change = 15.8 Unemployment_Change = -58 Observation = 93 Value_Change = -10.2 Unemployment_Change = -57.6 Observation = 92 Value_Change = 37 Unemployment_Change = -44.6 Observation = 91 Value_Change = -25 Unemployment_Change = -59.6 Observation = 90 Value_Change = -3.4 Unemployment_Change = -41.2 Observation = 89 Value_Change = -28 Unemployment_Change = -46 Observation = 88 Value_Change = -2.4 Unemployment_Change = -57.6 Observation = 87 Value_Change = -29.4 Unemployment_Change = -45.2 Observation = 86 Value_Change = 5.8 Unemployment_Change = -45 Observation = 85 Value_Change = 18.4 Unemployment_Change = -54 Observation = 84 Value_Change = -26.8 Unemployment_Change = -49.4 Observation = 83 Value_Change = -26 Unemployment_Change = -44.2 Observation = 82 Value_Change = -18.4 Unemployment_Change = -50.6 Observation = 81 Value_Change = 84.4 Unemployment_Change = -66 Observation = 80 Value_Change = -57.4 Unemployment_Change = -57.2 Observation = 79 Value_Change = -39.6 Unemployment_Change = -54.8 Observation = 78 Value_Change = -24 Unemployment_Change = -58.6 Observation = 77 Value_Change = -34.4 Unemployment_Change = -55.8 Observation = 76 Value_Change = -6.2 Unemployment_Change = -49.4 Observation = 75 Value_Change = -59.6 Unemployment_Change = -54.6 Observation = 74 Value_Change = -14.2 Unemployment_Change = -56.8 Observation = 73 Value_Change = -29.4 Unemployment_Change = -54.8 Observation = 72 Value_Change = 5.6 Unemployment_Change = -50.8 Observation = 71 Value_Change = -77.4 Unemployment_Change = -55.2 Observation = 70 Value_Change = -8.6 Unemployment_Change = -56.6 Observation = 69 Value_Change = 19.6 Unemployment_Change = -47.2 Observation = 68 Value_Change = -4.2 Unemployment_Change = -58.2 Observation = 67 Value_Change = -22.6 Unemployment_Change = -55.8 Observation = 66 Value_Change = 43.6 Unemployment_Change = -45 Observation = 65 Value_Change = -1 Unemployment_Change = -48.8 Observation = 64 Value_Change = 45.4 Unemployment_Change = -39.4 Observation = 63 Value_Change = -12.8 Unemployment_Change = -35 Observation = 62 Value_Change = -5 Unemployment_Change = -46 Observation = 61 Value_Change = -0.6 Unemployment_Change = -47.8 Observation = 60 Value_Change = -15.8 Unemployment_Change = -50 Observation = 59 Value_Change = -38.6 Unemployment_Change = -57.6 Observation = 58 Value_Change = -61.2 Unemployment_Change = -57.4 Observation = 57 Value_Change = -55.6 Unemployment_Change = -50.6 Observation = 56 Value_Change = 54.6 Unemployment_Change = -63 Observation = 55 Value_Change = 36.2 Unemployment_Change = -53.4 Observation = 54 Value_Change = -33.6 Unemployment_Change = -57.2 Observation = 53 Value_Change = -26.8 Unemployment_Change = -56.6 Observation = 52 Value_Change = 4.8 Unemployment_Change = -58.4 Observation = 51 Value_Change = -8.4 Unemployment_Change = -55.2 Observation = 50 Value_Change = -33 Unemployment_Change = -55.2 Observation = 49 Value_Change = -5.2 Unemployment_Change = -55.6 Observation = 48 Value_Change = 28 Unemployment_Change = -51.2 Observation = 47 Value_Change = 150 Unemployment_Change = -55.6 Observation = 46 Value_Change = -41.8 Unemployment_Change = -57.6 Observation = 45 Value_Change = 15.4 Unemployment_Change = -37.4 Observation = 44 Value_Change = -51.2 Unemployment_Change = -46.8 Observation = 43 Value_Change = -5.4 Unemployment_Change = -47.2 Observation = 42 Value_Change = 51 Unemployment_Change = -49.4 Observation = 41 Value_Change = -14.4 Unemployment_Change = -56 Observation = 40 Value_Change = -19 Unemployment_Change = -51.8 Observation = 39 Value_Change = -1.4 Unemployment_Change = -46.6 Observation = 38 Value_Change = -48.8 Unemployment_Change = -50.6 Observation = 37 Value_Change = -19 Unemployment_Change = -52.6 Observation = 36 Value_Change = -11.6 Unemployment_Change = -42.8 Observation = 35 Value_Change = 31.6 Unemployment_Change = -56.2 Observation = 34 Value_Change = -40.6 Unemployment_Change = -52.6 Observation = 33 Value_Change = -47 Unemployment_Change = -51.6 Observation = 32 Value_Change = -3.4 Unemployment_Change = -46.8 Observation = 31 Value_Change = -78.8 Unemployment_Change = -46 Observation = 30 Value_Change = -34.6 Unemployment_Change = -47.2 Observation = 29 Value_Change = 115 Unemployment_Change = -57.2 Observation = 28 Value_Change = -3.6 Unemployment_Change = -55.6 Observation = 27 Value_Change = -7.2 Unemployment_Change = -49.4 Observation = 26 Value_Change = -32.6 Unemployment_Change = -45.8 Observation = 25 Value_Change = 57.8 Unemployment_Change = -51.6 Observation = 24 Value_Change = 18.2 Unemployment_Change = -56 Observation = 23 Value_Change = -30 Unemployment_Change = -58.2 Observation = 22 Value_Change = -26.4 Unemployment_Change = -52.2 Observation = 21 Value_Change = 31.6 Unemployment_Change = -55.4 Observation = 20 Value_Change = -58.6 Unemployment_Change = -51.2 Observation = 19 Value_Change = -21.2 Unemployment_Change = -59.4 Observation = 18 Value_Change = -54 Unemployment_Change = -55.6 Observation = 17 Value_Change = -72.4 Unemployment_Change = -50.6 Observation = 16 Value_Change = 30 Unemployment_Change = -45.6 Observation = 15 Value_Change = -53.8 Unemployment_Change = -62 Observation = 14 Value_Change = -29.2 Unemployment_Change = -54.4 Observation = 13 Value_Change = 26.2 Unemployment_Change = -57.2 Observation = 12 Value_Change = -27 Unemployment_Change = -52.8 Observation = 11 Value_Change = -5.4 Unemployment_Change = -50 Observation = 10 Value_Change = -8.8 Unemployment_Change = -54.4 Observation = 9 Value_Change = 10.2 Unemployment_Change = -48.2 Observation = 8 Value_Change = 16.4 Unemployment_Change = -52.8 Observation = 7 Value_Change = 38 Unemployment_Change = -59.4 Observation = 6 Value_Change = -8 Unemployment_Change = -60.6 Observation = 5 Value_Change = -42.8 Unemployment_Change = -53.2 Observation = 4 Value_Change = -51.6 Unemployment_Change = -52 Observation = 3 Value_Change = -52.6 Unemployment_Change = -62.6 Observation = 2 Value_Change = -59.2 Unemployment_Change = -50.6 Observation = 1
img9.png Value_Change = 15.8 Pop_Density_Change = 0.4 Observation = 93 Value_Change = -10.2 Pop_Density_Change = -1.4 Observation = 92 Value_Change = 37 Pop_Density_Change = 0.2 Observation = 91 Value_Change = -25 Pop_Density_Change = -0.6 Observation = 90 Value_Change = -3.4 Pop_Density_Change = -1 Observation = 89 Value_Change = -28 Pop_Density_Change = 5.8 Observation = 88 Value_Change = -2.4 Pop_Density_Change = -5.2 Observation = 87 Value_Change = -29.4 Pop_Density_Change = -4.2 Observation = 86 Value_Change = 5.8 Pop_Density_Change = 12.6 Observation = 85 Value_Change = 18.4 Pop_Density_Change = -1.8 Observation = 84 Value_Change = -26.8 Pop_Density_Change = 11.2 Observation = 83 Value_Change = -26 Pop_Density_Change = 1.4 Observation = 82 Value_Change = -18.4 Pop_Density_Change = 3 Observation = 81 Value_Change = 84.4 Pop_Density_Change = 1.6 Observation = 80 Value_Change = -57.4 Pop_Density_Change = -1.6 Observation = 79 Value_Change = -39.6 Pop_Density_Change = -2.2 Observation = 78 Value_Change = -24 Pop_Density_Change = 1.6 Observation = 77 Value_Change = -34.4 Pop_Density_Change = -2.6 Observation = 76 Value_Change = -6.2 Pop_Density_Change = -0.4 Observation = 75 Value_Change = -59.6 Pop_Density_Change = -1 Observation = 74 Value_Change = -14.2 Pop_Density_Change = 2.2 Observation = 73 Value_Change = -29.4 Pop_Density_Change = -2 Observation = 72 Value_Change = 5.6 Pop_Density_Change = -2.2 Observation = 71 Value_Change = -77.4 Pop_Density_Change = -3.4 Observation = 70 Value_Change = -8.6 Pop_Density_Change = 0.6 Observation = 69 Value_Change = 19.6 Pop_Density_Change = 3.2 Observation = 68 Value_Change = -4.2 Pop_Density_Change = 0.6 Observation = 67 Value_Change = -22.6 Pop_Density_Change = 13.2 Observation = 66 Value_Change = 43.6 Pop_Density_Change = -2.2 Observation = 65 Value_Change = -1 Pop_Density_Change = -2.8 Observation = 64 Value_Change = 45.4 Pop_Density_Change = 4.4 Observation = 63 Value_Change = -12.8 Pop_Density_Change = 2.2 Observation = 62 Value_Change = -5 Pop_Density_Change = -6.4 Observation = 61 Value_Change = -0.6 Pop_Density_Change = -1.2 Observation = 60 Value_Change = -15.8 Pop_Density_Change = 7.8 Observation = 59 Value_Change = -38.6 Pop_Density_Change = -0.6 Observation = 58 Value_Change = -61.2 Pop_Density_Change = -2.2 Observation = 57 Value_Change = -55.6 Pop_Density_Change = 11.4 Observation = 56 Value_Change = 54.6 Pop_Density_Change = 0.4 Observation = 55 Value_Change = 36.2 Pop_Density_Change = -4.4 Observation = 54 Value_Change = -33.6 Pop_Density_Change = 3.4 Observation = 53 Value_Change = -26.8 Pop_Density_Change = 2.4 Observation = 52 Value_Change = 4.8 Pop_Density_Change = 4.6 Observation = 51 Value_Change = -8.4 Pop_Density_Change = -4.2 Observation = 50 Value_Change = -33 Pop_Density_Change = 2.2 Observation = 49 Value_Change = -5.2 Pop_Density_Change = -4.6 Observation = 48 Value_Change = 28 Pop_Density_Change = 12.6 Observation = 47 Value_Change = 150 Pop_Density_Change = 6.4 Observation = 46 Value_Change = -41.8 Pop_Density_Change = 8 Observation = 45 Value_Change = 15.4 Pop_Density_Change = -7.4 Observation = 44 Value_Change = -51.2 Pop_Density_Change = 7.2 Observation = 43 Value_Change = -5.4 Pop_Density_Change = -2.8 Observation = 42 Value_Change = 51 Pop_Density_Change = 7.2 Observation = 41 Value_Change = -14.4 Pop_Density_Change = 4 Observation = 40 Value_Change = -19 Pop_Density_Change = 8.2 Observation = 39 Value_Change = -1.4 Pop_Density_Change = -4.6 Observation = 38 Value_Change = -48.8 Pop_Density_Change = 5.8 Observation = 37 Value_Change = -19 Pop_Density_Change = 3.2 Observation = 36 Value_Change = -11.6 Pop_Density_Change = -3.2 Observation = 35 Value_Change = 31.6 Pop_Density_Change = 5.8 Observation = 34 Value_Change = -40.6 Pop_Density_Change = 7.6 Observation = 33 Value_Change = -47 Pop_Density_Change = 5 Observation = 32 Value_Change = -3.4 Pop_Density_Change = -5.2 Observation = 31 Value_Change = -78.8 Pop_Density_Change = 10.4 Observation = 30 Value_Change = -34.6 Pop_Density_Change = -1 Observation = 29 Value_Change = 115 Pop_Density_Change = 2.6 Observation = 28 Value_Change = -3.6 Pop_Density_Change = 1.4 Observation = 27 Value_Change = -7.2 Pop_Density_Change = 9.6 Observation = 26 Value_Change = -32.6 Pop_Density_Change = 0.4 Observation = 25 Value_Change = 57.8 Pop_Density_Change = -2.4 Observation = 24 Value_Change = 18.2 Pop_Density_Change = -2.6 Observation = 23 Value_Change = -30 Pop_Density_Change = 0 Observation = 22 Value_Change = -26.4 Pop_Density_Change = -4.4 Observation = 21 Value_Change = 31.6 Pop_Density_Change = 3.6 Observation = 20 Value_Change = -58.6 Pop_Density_Change = 10.4 Observation = 19 Value_Change = -21.2 Pop_Density_Change = 2 Observation = 18 Value_Change = -54 Pop_Density_Change = -1.8 Observation = 17 Value_Change = -72.4 Pop_Density_Change = 1.8 Observation = 16 Value_Change = 30 Pop_Density_Change = 5.6 Observation = 15 Value_Change = -53.8 Pop_Density_Change = -0.2 Observation = 14 Value_Change = -29.2 Pop_Density_Change = 12.2 Observation = 13 Value_Change = 26.2 Pop_Density_Change = 0.2 Observation = 12 Value_Change = -27 Pop_Density_Change = 5.6 Observation = 11 Value_Change = -5.4 Pop_Density_Change = 16.8 Observation = 10 Value_Change = -8.8 Pop_Density_Change = -4 Observation = 9 Value_Change = 10.2 Pop_Density_Change = -6 Observation = 8 Value_Change = 16.4 Pop_Density_Change = -0.8 Observation = 7 Value_Change = 38 Pop_Density_Change = -0.4 Observation = 6 Value_Change = -8 Pop_Density_Change = -0.4 Observation = 5 Value_Change = -42.8 Pop_Density_Change = -5.4 Observation = 4 Value_Change = -51.6 Pop_Density_Change = 0.8 Observation = 3 Value_Change = -52.6 Pop_Density_Change = 0.6 Observation = 2 Value_Change = -59.2 Pop_Density_Change = 6.6 Observation = 1
img10.png Value_Change = 15.8 CLDD_Change = -6.4 Observation = 93 Value_Change = -10.2 CLDD_Change = -10.6 Observation = 92 Value_Change = 37 CLDD_Change = 21 Observation = 91 Value_Change = -25 CLDD_Change = -19 Observation = 90 Value_Change = -3.4 CLDD_Change = 8.4 Observation = 89 Value_Change = -28 CLDD_Change = -28.2 Observation = 88 Value_Change = -2.4 CLDD_Change = 7.2 Observation = 87 Value_Change = -29.4 CLDD_Change = 0 Observation = 86 Value_Change = 5.8 CLDD_Change = -4.4 Observation = 85 Value_Change = 18.4 CLDD_Change = 13.2 Observation = 84 Value_Change = -26.8 CLDD_Change = 4.8 Observation = 83 Value_Change = -26 CLDD_Change = 34 Observation = 82 Value_Change = -18.4 CLDD_Change = -7 Observation = 81 Value_Change = 84.4 CLDD_Change = -2.6 Observation = 80 Value_Change = -57.4 CLDD_Change = -9 Observation = 79 Value_Change = -39.6 CLDD_Change = -11.6 Observation = 78 Value_Change = -24 CLDD_Change = 0 Observation = 77 Value_Change = -34.4 CLDD_Change = -15.4 Observation = 76 Value_Change = -6.2 CLDD_Change = 8.6 Observation = 75 Value_Change = -59.6 CLDD_Change = -3.4 Observation = 74 Value_Change = -14.2 CLDD_Change = -0.8 Observation = 73 Value_Change = -29.4 CLDD_Change = -0.2 Observation = 72 Value_Change = 5.6 CLDD_Change = -18.8 Observation = 71 Value_Change = -77.4 CLDD_Change = 6 Observation = 70 Value_Change = -8.6 CLDD_Change = -11 Observation = 69 Value_Change = 19.6 CLDD_Change = 10.6 Observation = 68 Value_Change = -4.2 CLDD_Change = 24 Observation = 67 Value_Change = -22.6 CLDD_Change = 7.4 Observation = 66 Value_Change = 43.6 CLDD_Change = -11.8 Observation = 65 Value_Change = -1 CLDD_Change = 17.6 Observation = 64 Value_Change = 45.4 CLDD_Change = 6.4 Observation = 63 Value_Change = -12.8 CLDD_Change = 7.2 Observation = 62 Value_Change = -5 CLDD_Change = 9.8 Observation = 61 Value_Change = -0.6 CLDD_Change = -5.4 Observation = 60 Value_Change = -15.8 CLDD_Change = 0 Observation = 59 Value_Change = -38.6 CLDD_Change = 17 Observation = 58 Value_Change = -61.2 CLDD_Change = 4.2 Observation = 57 Value_Change = -55.6 CLDD_Change = 6.4 Observation = 56 Value_Change = 54.6 CLDD_Change = -9.6 Observation = 55 Value_Change = 36.2 CLDD_Change = 8.8 Observation = 54 Value_Change = -33.6 CLDD_Change = 24.2 Observation = 53 Value_Change = -26.8 CLDD_Change = 3 Observation = 52 Value_Change = 4.8 CLDD_Change = 8.6 Observation = 51 Value_Change = -8.4 CLDD_Change = 9 Observation = 50 Value_Change = -33 CLDD_Change = 10.2 Observation = 49 Value_Change = -5.2 CLDD_Change = 0 Observation = 48 Value_Change = 28 CLDD_Change = 19.8 Observation = 47 Value_Change = 150 CLDD_Change = -5 Observation = 46 Value_Change = -41.8 CLDD_Change = 3.8 Observation = 45 Value_Change = 15.4 CLDD_Change = 18.2 Observation = 44 Value_Change = -51.2 CLDD_Change = 0 Observation = 43 Value_Change = -5.4 CLDD_Change = 3 Observation = 42 Value_Change = 51 CLDD_Change = -4.4 Observation = 41 Value_Change = -14.4 CLDD_Change = -16.2 Observation = 40 Value_Change = -19 CLDD_Change = 19.8 Observation = 39 Value_Change = -1.4 CLDD_Change = 18.2 Observation = 38 Value_Change = -48.8 CLDD_Change = -0.6 Observation = 37 Value_Change = -19 CLDD_Change = 3.8 Observation = 36 Value_Change = -11.6 CLDD_Change = 0 Observation = 35 Value_Change = 31.6 CLDD_Change = 4.4 Observation = 34 Value_Change = -40.6 CLDD_Change = 0 Observation = 33 Value_Change = -47 CLDD_Change = -5 Observation = 32 Value_Change = -3.4 CLDD_Change = 5 Observation = 31 Value_Change = -78.8 CLDD_Change = -0.8 Observation = 30 Value_Change = -34.6 CLDD_Change = 46.2 Observation = 29 Value_Change = 115 CLDD_Change = -21.8 Observation = 28 Value_Change = -3.6 CLDD_Change = -4.2 Observation = 27 Value_Change = -7.2 CLDD_Change = 0 Observation = 26 Value_Change = -32.6 CLDD_Change = 13.6 Observation = 25 Value_Change = 57.8 CLDD_Change = 5 Observation = 24 Value_Change = 18.2 CLDD_Change = 3.8 Observation = 23 Value_Change = -30 CLDD_Change = 5.2 Observation = 22 Value_Change = -26.4 CLDD_Change = 9.2 Observation = 21 Value_Change = 31.6 CLDD_Change = -25.6 Observation = 20 Value_Change = -58.6 CLDD_Change = 0 Observation = 19 Value_Change = -21.2 CLDD_Change = 2.4 Observation = 18 Value_Change = -54 CLDD_Change = -0.8 Observation = 17 Value_Change = -72.4 CLDD_Change = 20.2 Observation = 16 Value_Change = 30 CLDD_Change = 22 Observation = 15 Value_Change = -53.8 CLDD_Change = -0.2 Observation = 14 Value_Change = -29.2 CLDD_Change = 6.2 Observation = 13 Value_Change = 26.2 CLDD_Change = -11 Observation = 12 Value_Change = -27 CLDD_Change = 86.2 Observation = 11 Value_Change = -5.4 CLDD_Change = 2.6 Observation = 10 Value_Change = -8.8 CLDD_Change = 3.6 Observation = 9 Value_Change = 10.2 CLDD_Change = 17.2 Observation = 8 Value_Change = 16.4 CLDD_Change = -7.8 Observation = 7 Value_Change = 38 CLDD_Change = -19.6 Observation = 6 Value_Change = -8 CLDD_Change = -17 Observation = 5 Value_Change = -42.8 CLDD_Change = -13.6 Observation = 4 Value_Change = -51.6 CLDD_Change = 0 Observation = 3 Value_Change = -52.6 CLDD_Change = -10.6 Observation = 2 Value_Change = -59.2 CLDD_Change = 10 Observation = 1
img11.png Value_Change = 15.8 HTDD_Change = -3.8 Observation = 93 Value_Change = -10.2 HTDD_Change = -2.4 Observation = 92 Value_Change = 37 HTDD_Change = -2.6 Observation = 91 Value_Change = -25 HTDD_Change = -5.8 Observation = 90 Value_Change = -3.4 HTDD_Change = -0.8 Observation = 89 Value_Change = -28 HTDD_Change = -4.8 Observation = 88 Value_Change = -2.4 HTDD_Change = 3 Observation = 87 Value_Change = -29.4 HTDD_Change = 0 Observation = 86 Value_Change = 5.8 HTDD_Change = 1.2 Observation = 85 Value_Change = 18.4 HTDD_Change = -3 Observation = 84 Value_Change = -26.8 HTDD_Change = -6.2 Observation = 83 Value_Change = -26 HTDD_Change = -1.4 Observation = 82 Value_Change = -18.4 HTDD_Change = -8.2 Observation = 81 Value_Change = 84.4 HTDD_Change = 3.6 Observation = 80 Value_Change = -57.4 HTDD_Change = -3.4 Observation = 79 Value_Change = -39.6 HTDD_Change = 10 Observation = 78 Value_Change = -24 HTDD_Change = 1.8 Observation = 77 Value_Change = -34.4 HTDD_Change = -3.6 Observation = 76 Value_Change = -6.2 HTDD_Change = -10.4 Observation = 75 Value_Change = -59.6 HTDD_Change = -4.8 Observation = 74 Value_Change = -14.2 HTDD_Change = -1.8 Observation = 73 Value_Change = -29.4 HTDD_Change = -5.2 Observation = 72 Value_Change = 5.6 HTDD_Change = 24.8 Observation = 71 Value_Change = -77.4 HTDD_Change = 0.2 Observation = 70 Value_Change = -8.6 HTDD_Change = 6 Observation = 69 Value_Change = 19.6 HTDD_Change = 0.2 Observation = 68 Value_Change = -4.2 HTDD_Change = 12.8 Observation = 67 Value_Change = -22.6 HTDD_Change = 1 Observation = 66 Value_Change = 43.6 HTDD_Change = 11.4 Observation = 65 Value_Change = -1 HTDD_Change = -2.4 Observation = 64 Value_Change = 45.4 HTDD_Change = -3.8 Observation = 63 Value_Change = -12.8 HTDD_Change = 0 Observation = 62 Value_Change = -5 HTDD_Change = -2.6 Observation = 61 Value_Change = -0.6 HTDD_Change = 11.2 Observation = 60 Value_Change = -15.8 HTDD_Change = 0 Observation = 59 Value_Change = -38.6 HTDD_Change = -9.2 Observation = 58 Value_Change = -61.2 HTDD_Change = 51.4 Observation = 57 Value_Change = -55.6 HTDD_Change = -8 Observation = 56 Value_Change = 54.6 HTDD_Change = 2.2 Observation = 55 Value_Change = 36.2 HTDD_Change = 4.6 Observation = 54 Value_Change = -33.6 HTDD_Change = -10.8 Observation = 53 Value_Change = -26.8 HTDD_Change = -5.2 Observation = 52 Value_Change = 4.8 HTDD_Change = -3.4 Observation = 51 Value_Change = -8.4 HTDD_Change = 17 Observation = 50 Value_Change = -33 HTDD_Change = -5 Observation = 49 Value_Change = -5.2 HTDD_Change = 0 Observation = 48 Value_Change = 28 HTDD_Change = -4.8 Observation = 47 Value_Change = 150 HTDD_Change = -4 Observation = 46 Value_Change = -41.8 HTDD_Change = -4.2 Observation = 45 Value_Change = 15.4 HTDD_Change = 13.6 Observation = 44 Value_Change = -51.2 HTDD_Change = 4.6 Observation = 43 Value_Change = -5.4 HTDD_Change = 1.8 Observation = 42 Value_Change = 51 HTDD_Change = -1.6 Observation = 41 Value_Change = -14.4 HTDD_Change = 4 Observation = 40 Value_Change = -19 HTDD_Change = -2.8 Observation = 39 Value_Change = -1.4 HTDD_Change = -12.6 Observation = 38 Value_Change = -48.8 HTDD_Change = -6.8 Observation = 37 Value_Change = -19 HTDD_Change = -5.8 Observation = 36 Value_Change = -11.6 HTDD_Change = 0 Observation = 35 Value_Change = 31.6 HTDD_Change = -8.6 Observation = 34 Value_Change = -40.6 HTDD_Change = 0 Observation = 33 Value_Change = -47 HTDD_Change = -2.6 Observation = 32 Value_Change = -3.4 HTDD_Change = 12.4 Observation = 31 Value_Change = -78.8 HTDD_Change = -8 Observation = 30 Value_Change = -34.6 HTDD_Change = 0 Observation = 29 Value_Change = 115 HTDD_Change = 20.2 Observation = 28 Value_Change = -3.6 HTDD_Change = 4.4 Observation = 27 Value_Change = -7.2 HTDD_Change = 0 Observation = 26 Value_Change = -32.6 HTDD_Change = 4.6 Observation = 25 Value_Change = 57.8 HTDD_Change = 0.8 Observation = 24 Value_Change = 18.2 HTDD_Change = -10.8 Observation = 23 Value_Change = -30 HTDD_Change = 6 Observation = 22 Value_Change = -26.4 HTDD_Change = 4.6 Observation = 21 Value_Change = 31.6 HTDD_Change = 5.2 Observation = 20 Value_Change = -58.6 HTDD_Change = 0.8 Observation = 19 Value_Change = -21.2 HTDD_Change = -8.4 Observation = 18 Value_Change = -54 HTDD_Change = -3 Observation = 17 Value_Change = -72.4 HTDD_Change = -7.8 Observation = 16 Value_Change = 30 HTDD_Change = -10.4 Observation = 15 Value_Change = -53.8 HTDD_Change = 1.8 Observation = 14 Value_Change = -29.2 HTDD_Change = -3.4 Observation = 13 Value_Change = 26.2 HTDD_Change = -5.8 Observation = 12 Value_Change = -27 HTDD_Change = -20.2 Observation = 11 Value_Change = -5.4 HTDD_Change = 0.6 Observation = 10 Value_Change = -8.8 HTDD_Change = 26.4 Observation = 9 Value_Change = 10.2 HTDD_Change = 2.4 Observation = 8 Value_Change = 16.4 HTDD_Change = 23.4 Observation = 7 Value_Change = 38 HTDD_Change = -8.4 Observation = 6 Value_Change = -8 HTDD_Change = -5.8 Observation = 5 Value_Change = -42.8 HTDD_Change = 13.2 Observation = 4 Value_Change = -51.6 HTDD_Change = 0 Observation = 3 Value_Change = -52.6 HTDD_Change = 5.8 Observation = 2 Value_Change = -59.2 HTDD_Change = -2 Observation = 1
img12.png Value_Change = 15.8 PRCP_Change = 10.8 Observation = 93 Value_Change = -10.2 PRCP_Change = 11.8 Observation = 92 Value_Change = 37 PRCP_Change = 4.6 Observation = 91 Value_Change = -25 PRCP_Change = 21.8 Observation = 90 Value_Change = -3.4 PRCP_Change = 4.8 Observation = 89 Value_Change = -28 PRCP_Change = 42 Observation = 88 Value_Change = -2.4 PRCP_Change = 9.2 Observation = 87 Value_Change = -29.4 PRCP_Change = -28 Observation = 86 Value_Change = 5.8 PRCP_Change = 9.2 Observation = 85 Value_Change = 18.4 PRCP_Change = -2.8 Observation = 84 Value_Change = -26.8 PRCP_Change = 30.6 Observation = 83 Value_Change = -26 PRCP_Change = -7.6 Observation = 82 Value_Change = -18.4 PRCP_Change = 12.8 Observation = 81 Value_Change = 84.4 PRCP_Change = 16.4 Observation = 80 Value_Change = -57.4 PRCP_Change = 1.6 Observation = 79 Value_Change = -39.6 PRCP_Change = 6 Observation = 78 Value_Change = -24 PRCP_Change = 25.2 Observation = 77 Value_Change = -34.4 PRCP_Change = 1.2 Observation = 76 Value_Change = -6.2 PRCP_Change = 4.2 Observation = 75 Value_Change = -59.6 PRCP_Change = 29.8 Observation = 74 Value_Change = -14.2 PRCP_Change = 39.2 Observation = 73 Value_Change = -29.4 PRCP_Change = 27 Observation = 72 Value_Change = 5.6 PRCP_Change = 4.8 Observation = 71 Value_Change = -77.4 PRCP_Change = -15.8 Observation = 70 Value_Change = -8.6 PRCP_Change = 13.2 Observation = 69 Value_Change = 19.6 PRCP_Change = -20.6 Observation = 68 Value_Change = -4.2 PRCP_Change = 15.2 Observation = 67 Value_Change = -22.6 PRCP_Change = 20.8 Observation = 66 Value_Change = 43.6 PRCP_Change = -6.6 Observation = 65 Value_Change = -1 PRCP_Change = -9.2 Observation = 64 Value_Change = 45.4 PRCP_Change = 2 Observation = 63 Value_Change = -12.8 PRCP_Change = 20.4 Observation = 62 Value_Change = -5 PRCP_Change = -19.6 Observation = 61 Value_Change = -0.6 PRCP_Change = 15.6 Observation = 60 Value_Change = -15.8 PRCP_Change = -14.6 Observation = 59 Value_Change = -38.6 PRCP_Change = 15.2 Observation = 58 Value_Change = -61.2 PRCP_Change = 13.4 Observation = 57 Value_Change = -55.6 PRCP_Change = 25.4 Observation = 56 Value_Change = 54.6 PRCP_Change = 34.4 Observation = 55 Value_Change = 36.2 PRCP_Change = 2.2 Observation = 54 Value_Change = -33.6 PRCP_Change = 26.4 Observation = 53 Value_Change = -26.8 PRCP_Change = 39 Observation = 52 Value_Change = 4.8 PRCP_Change = 15.8 Observation = 51 Value_Change = -8.4 PRCP_Change = -15.6 Observation = 50 Value_Change = -33 PRCP_Change = 3.8 Observation = 49 Value_Change = -5.2 PRCP_Change = -13.8 Observation = 48 Value_Change = 28 PRCP_Change = 15 Observation = 47 Value_Change = 150 PRCP_Change = -0.6 Observation = 46 Value_Change = -41.8 PRCP_Change = 24.4 Observation = 45 Value_Change = 15.4 PRCP_Change = -11.2 Observation = 44 Value_Change = -51.2 PRCP_Change = 2.4 Observation = 43 Value_Change = -5.4 PRCP_Change = 0.6 Observation = 42 Value_Change = 51 PRCP_Change = 31.8 Observation = 41 Value_Change = -14.4 PRCP_Change = 1 Observation = 40 Value_Change = -19 PRCP_Change = 10 Observation = 39 Value_Change = -1.4 PRCP_Change = -30.4 Observation = 38 Value_Change = -48.8 PRCP_Change = 10.8 Observation = 37 Value_Change = -19 PRCP_Change = -23.4 Observation = 36 Value_Change = -11.6 PRCP_Change = 0 Observation = 35 Value_Change = 31.6 PRCP_Change = 19.8 Observation = 34 Value_Change = -40.6 PRCP_Change = 20.4 Observation = 33 Value_Change = -47 PRCP_Change = 20.6 Observation = 32 Value_Change = -3.4 PRCP_Change = 4.8 Observation = 31 Value_Change = -78.8 PRCP_Change = 1.6 Observation = 30 Value_Change = -34.6 PRCP_Change = 10.2 Observation = 29 Value_Change = 115 PRCP_Change = 23.4 Observation = 28 Value_Change = -3.6 PRCP_Change = 0 Observation = 27 Value_Change = -7.2 PRCP_Change = 0 Observation = 26 Value_Change = -32.6 PRCP_Change = -3.8 Observation = 25 Value_Change = 57.8 PRCP_Change = -5.2 Observation = 24 Value_Change = 18.2 PRCP_Change = -8 Observation = 23 Value_Change = -30 PRCP_Change = 9.8 Observation = 22 Value_Change = -26.4 PRCP_Change = 2.2 Observation = 21 Value_Change = 31.6 PRCP_Change = 24.4 Observation = 20 Value_Change = -58.6 PRCP_Change = -17.8 Observation = 19 Value_Change = -21.2 PRCP_Change = 19.2 Observation = 18 Value_Change = -54 PRCP_Change = 22.8 Observation = 17 Value_Change = -72.4 PRCP_Change = 5.4 Observation = 16 Value_Change = 30 PRCP_Change = -19.2 Observation = 15 Value_Change = -53.8 PRCP_Change = 19.4 Observation = 14 Value_Change = -29.2 PRCP_Change = 30.4 Observation = 13 Value_Change = 26.2 PRCP_Change = 18.6 Observation = 12 Value_Change = -27 PRCP_Change = 5 Observation = 11 Value_Change = -5.4 PRCP_Change = 25.2 Observation = 10 Value_Change = -8.8 PRCP_Change = 13.6 Observation = 9 Value_Change = 10.2 PRCP_Change = 0.6 Observation = 8 Value_Change = 16.4 PRCP_Change = -2.2 Observation = 7 Value_Change = 38 PRCP_Change = 6.2 Observation = 6 Value_Change = -8 PRCP_Change = 45.6 Observation = 5 Value_Change = -42.8 PRCP_Change = 10.2 Observation = 4 Value_Change = -51.6 PRCP_Change = 19.4 Observation = 3 Value_Change = -52.6 PRCP_Change = 11 Observation = 2 Value_Change = -59.2 PRCP_Change = -11.8 Observation = 1
img13.png Value_Change = 15.8 TAVG_Change = -0.2 Observation = 93 Value_Change = -10.2 TAVG_Change = -2.4 Observation = 92 Value_Change = 37 TAVG_Change = 4.2 Observation = 91 Value_Change = -25 TAVG_Change = -5.2 Observation = 90 Value_Change = -3.4 TAVG_Change = 2.4 Observation = 89 Value_Change = -28 TAVG_Change = -1.4 Observation = 88 Value_Change = -2.4 TAVG_Change = 0.4 Observation = 87 Value_Change = -29.4 TAVG_Change = 0 Observation = 86 Value_Change = 5.8 TAVG_Change = -1.4 Observation = 85 Value_Change = 18.4 TAVG_Change = 2.4 Observation = 84 Value_Change = -26.8 TAVG_Change = 1.2 Observation = 83 Value_Change = -26 TAVG_Change = 7.2 Observation = 82 Value_Change = -18.4 TAVG_Change = -1.4 Observation = 81 Value_Change = 84.4 TAVG_Change = 0.4 Observation = 80 Value_Change = -57.4 TAVG_Change = -2 Observation = 79 Value_Change = -39.6 TAVG_Change = -4.6 Observation = 78 Value_Change = -24 TAVG_Change = 0 Observation = 77 Value_Change = -34.4 TAVG_Change = -8 Observation = 76 Value_Change = -6.2 TAVG_Change = 2.6 Observation = 75 Value_Change = -59.6 TAVG_Change = 0 Observation = 74 Value_Change = -14.2 TAVG_Change = -0.6 Observation = 73 Value_Change = -29.4 TAVG_Change = 0 Observation = 72 Value_Change = 5.6 TAVG_Change = 2.2 Observation = 71 Value_Change = -77.4 TAVG_Change = 1 Observation = 70 Value_Change = -8.6 TAVG_Change = -4.6 Observation = 69 Value_Change = 19.6 TAVG_Change = 2.4 Observation = 68 Value_Change = -4.2 TAVG_Change = 8.8 Observation = 67 Value_Change = -22.6 TAVG_Change = 1.6 Observation = 66 Value_Change = 43.6 TAVG_Change = -4.2 Observation = 65 Value_Change = -1 TAVG_Change = 3.8 Observation = 64 Value_Change = 45.4 TAVG_Change = 1.4 Observation = 63 Value_Change = -12.8 TAVG_Change = 1.6 Observation = 62 Value_Change = -5 TAVG_Change = 3 Observation = 61 Value_Change = -0.6 TAVG_Change = -2.6 Observation = 60 Value_Change = -15.8 TAVG_Change = 0 Observation = 59 Value_Change = -38.6 TAVG_Change = 5.6 Observation = 58 Value_Change = -61.2 TAVG_Change = 2 Observation = 57 Value_Change = -55.6 TAVG_Change = 2.6 Observation = 56 Value_Change = 54.6 TAVG_Change = -3.4 Observation = 55 Value_Change = 36.2 TAVG_Change = 1.6 Observation = 54 Value_Change = -33.6 TAVG_Change = 6.4 Observation = 53 Value_Change = -26.8 TAVG_Change = -0.6 Observation = 52 Value_Change = 4.8 TAVG_Change = 1.2 Observation = 51 Value_Change = -8.4 TAVG_Change = 2.2 Observation = 50 Value_Change = -33 TAVG_Change = 2.8 Observation = 49 Value_Change = -5.2 TAVG_Change = 0 Observation = 48 Value_Change = 28 TAVG_Change = 3.6 Observation = 47 Value_Change = 150 TAVG_Change = -1 Observation = 46 Value_Change = -41.8 TAVG_Change = 0.8 Observation = 45 Value_Change = 15.4 TAVG_Change = 2 Observation = 44 Value_Change = -51.2 TAVG_Change = 0 Observation = 43 Value_Change = -5.4 TAVG_Change = 1.8 Observation = 42 Value_Change = 51 TAVG_Change = -0.6 Observation = 41 Value_Change = -14.4 TAVG_Change = -4.6 Observation = 40 Value_Change = -19 TAVG_Change = 3.6 Observation = 39 Value_Change = -1.4 TAVG_Change = 6.2 Observation = 38 Value_Change = -48.8 TAVG_Change = 0.2 Observation = 37 Value_Change = -19 TAVG_Change = 2.4 Observation = 36 Value_Change = -11.6 TAVG_Change = 0 Observation = 35 Value_Change = 31.6 TAVG_Change = 1.2 Observation = 34 Value_Change = -40.6 TAVG_Change = 0 Observation = 33 Value_Change = -47 TAVG_Change = 0 Observation = 32 Value_Change = -3.4 TAVG_Change = 0 Observation = 31 Value_Change = -78.8 TAVG_Change = 0.8 Observation = 30 Value_Change = -34.6 TAVG_Change = 11.6 Observation = 29 Value_Change = 115 TAVG_Change = -8.8 Observation = 28 Value_Change = -3.6 TAVG_Change = -1 Observation = 27 Value_Change = -7.2 TAVG_Change = 0 Observation = 26 Value_Change = -32.6 TAVG_Change = 2.8 Observation = 25 Value_Change = 57.8 TAVG_Change = 1.6 Observation = 24 Value_Change = 18.2 TAVG_Change = 1.6 Observation = 23 Value_Change = -30 TAVG_Change = -1.2 Observation = 22 Value_Change = -26.4 TAVG_Change = 1.8 Observation = 21 Value_Change = 31.6 TAVG_Change = -6.8 Observation = 20 Value_Change = -58.6 TAVG_Change = 0 Observation = 19 Value_Change = -21.2 TAVG_Change = 1.6 Observation = 18 Value_Change = -54 TAVG_Change = 0.2 Observation = 17 Value_Change = -72.4 TAVG_Change = 5.2 Observation = 16 Value_Change = 30 TAVG_Change = 8 Observation = 15 Value_Change = -53.8 TAVG_Change = -1.2 Observation = 14 Value_Change = -29.2 TAVG_Change = 2 Observation = 13 Value_Change = 26.2 TAVG_Change = -2.6 Observation = 12 Value_Change = -27 TAVG_Change = 15.4 Observation = 11 Value_Change = -5.4 TAVG_Change = 0.2 Observation = 10 Value_Change = -8.8 TAVG_Change = 0.8 Observation = 9 Value_Change = 10.2 TAVG_Change = 4 Observation = 8 Value_Change = 16.4 TAVG_Change = -3.2 Observation = 7 Value_Change = 38 TAVG_Change = -1.6 Observation = 6 Value_Change = -8 TAVG_Change = 2 Observation = 5 Value_Change = -42.8 TAVG_Change = -6.2 Observation = 4 Value_Change = -51.6 TAVG_Change = 0 Observation = 3 Value_Change = -52.6 TAVG_Change = -3.6 Observation = 2 Value_Change = -59.2 TAVG_Change = 2.2 Observation = 1
img14.png Value_Change = 15.8 TMIN_Change = 3.6 Observation = 93 Value_Change = -10.2 TMIN_Change = -1 Observation = 92 Value_Change = 37 TMIN_Change = 13.8 Observation = 91 Value_Change = -25 TMIN_Change = -0.8 Observation = 90 Value_Change = -3.4 TMIN_Change = 4.2 Observation = 89 Value_Change = -28 TMIN_Change = 0.2 Observation = 88 Value_Change = -2.4 TMIN_Change = -1.4 Observation = 87 Value_Change = -29.4 TMIN_Change = 0 Observation = 86 Value_Change = 5.8 TMIN_Change = -1.6 Observation = 85 Value_Change = 18.4 TMIN_Change = -0.4 Observation = 84 Value_Change = -26.8 TMIN_Change = -1.2 Observation = 83 Value_Change = -26 TMIN_Change = 11 Observation = 82 Value_Change = -18.4 TMIN_Change = 8.6 Observation = 81 Value_Change = 84.4 TMIN_Change = 4.2 Observation = 80 Value_Change = -57.4 TMIN_Change = 3.6 Observation = 79 Value_Change = -39.6 TMIN_Change = -4 Observation = 78 Value_Change = -24 TMIN_Change = 0 Observation = 77 Value_Change = -34.4 TMIN_Change = -10.4 Observation = 76 Value_Change = -6.2 TMIN_Change = 3 Observation = 75 Value_Change = -59.6 TMIN_Change = 6.8 Observation = 74 Value_Change = -14.2 TMIN_Change = 0.6 Observation = 73 Value_Change = -29.4 TMIN_Change = 1.6 Observation = 72 Value_Change = 5.6 TMIN_Change = 2.4 Observation = 71 Value_Change = -77.4 TMIN_Change = 4.6 Observation = 70 Value_Change = -8.6 TMIN_Change = -10 Observation = 69 Value_Change = 19.6 TMIN_Change = 4.4 Observation = 68 Value_Change = -4.2 TMIN_Change = 28.6 Observation = 67 Value_Change = -22.6 TMIN_Change = 3.4 Observation = 66 Value_Change = 43.6 TMIN_Change = -7 Observation = 65 Value_Change = -1 TMIN_Change = 7 Observation = 64 Value_Change = 45.4 TMIN_Change = 2.4 Observation = 63 Value_Change = -12.8 TMIN_Change = 0.4 Observation = 62 Value_Change = -5 TMIN_Change = 5.6 Observation = 61 Value_Change = -0.6 TMIN_Change = -0.4 Observation = 60 Value_Change = -15.8 TMIN_Change = 0 Observation = 59 Value_Change = -38.6 TMIN_Change = 8 Observation = 58 Value_Change = -61.2 TMIN_Change = 23 Observation = 57 Value_Change = -55.6 TMIN_Change = 5.6 Observation = 56 Value_Change = 54.6 TMIN_Change = -4 Observation = 55 Value_Change = 36.2 TMIN_Change = 4.8 Observation = 54 Value_Change = -33.6 TMIN_Change = 27.4 Observation = 53 Value_Change = -26.8 TMIN_Change = -3.4 Observation = 52 Value_Change = 4.8 TMIN_Change = 4.2 Observation = 51 Value_Change = -8.4 TMIN_Change = 0.4 Observation = 50 Value_Change = -33 TMIN_Change = 6 Observation = 49 Value_Change = -5.2 TMIN_Change = 0 Observation = 48 Value_Change = 28 TMIN_Change = 8.8 Observation = 47 Value_Change = 150 TMIN_Change = -1 Observation = 46 Value_Change = -41.8 TMIN_Change = 7.2 Observation = 45 Value_Change = 15.4 TMIN_Change = -2.2 Observation = 44 Value_Change = -51.2 TMIN_Change = 0 Observation = 43 Value_Change = -5.4 TMIN_Change = 0.2 Observation = 42 Value_Change = 51 TMIN_Change = 2.8 Observation = 41 Value_Change = -14.4 TMIN_Change = -9 Observation = 40 Value_Change = -19 TMIN_Change = 2 Observation = 39 Value_Change = -1.4 TMIN_Change = 12.4 Observation = 38 Value_Change = -48.8 TMIN_Change = 1.4 Observation = 37 Value_Change = -19 TMIN_Change = -2 Observation = 36 Value_Change = -11.6 TMIN_Change = 0 Observation = 35 Value_Change = 31.6 TMIN_Change = -0.4 Observation = 34 Value_Change = -40.6 TMIN_Change = 0 Observation = 33 Value_Change = -47 TMIN_Change = 1 Observation = 32 Value_Change = -3.4 TMIN_Change = -0.2 Observation = 31 Value_Change = -78.8 TMIN_Change = 1.4 Observation = 30 Value_Change = -34.6 TMIN_Change = 15.2 Observation = 29 Value_Change = 115 TMIN_Change = -22.2 Observation = 28 Value_Change = -3.6 TMIN_Change = -0.4 Observation = 27 Value_Change = -7.2 TMIN_Change = 0 Observation = 26 Value_Change = -32.6 TMIN_Change = 4.2 Observation = 25 Value_Change = 57.8 TMIN_Change = 4.6 Observation = 24 Value_Change = 18.2 TMIN_Change = 5.4 Observation = 23 Value_Change = -30 TMIN_Change = -8.8 Observation = 22 Value_Change = -26.4 TMIN_Change = 2.6 Observation = 21 Value_Change = 31.6 TMIN_Change = -17.2 Observation = 20 Value_Change = -58.6 TMIN_Change = 0 Observation = 19 Value_Change = -21.2 TMIN_Change = 4.2 Observation = 18 Value_Change = -54 TMIN_Change = -0.6 Observation = 17 Value_Change = -72.4 TMIN_Change = 15 Observation = 16 Value_Change = 30 TMIN_Change = 16.6 Observation = 15 Value_Change = -53.8 TMIN_Change = 2 Observation = 14 Value_Change = -29.2 TMIN_Change = 9 Observation = 13 Value_Change = 26.2 TMIN_Change = 0.6 Observation = 12 Value_Change = -27 TMIN_Change = 31.8 Observation = 11 Value_Change = -5.4 TMIN_Change = 5.2 Observation = 10 Value_Change = -8.8 TMIN_Change = 6.6 Observation = 9 Value_Change = 10.2 TMIN_Change = 10.4 Observation = 8 Value_Change = 16.4 TMIN_Change = -2.6 Observation = 7 Value_Change = 38 TMIN_Change = 6.2 Observation = 6 Value_Change = -8 TMIN_Change = 4 Observation = 5 Value_Change = -42.8 TMIN_Change = -10.2 Observation = 4 Value_Change = -51.6 TMIN_Change = 0 Observation = 3 Value_Change = -52.6 TMIN_Change = -10 Observation = 2 Value_Change = -59.2 TMIN_Change = 1 Observation = 1
img15.png Value_Change = 15.8 TMAX_Change = -1.4 Observation = 93 Value_Change = -10.2 TMAX_Change = -3 Observation = 92 Value_Change = 37 TMAX_Change = 0 Observation = 91 Value_Change = -25 TMAX_Change = -7 Observation = 90 Value_Change = -3.4 TMAX_Change = 1.4 Observation = 89 Value_Change = -28 TMAX_Change = -1.8 Observation = 88 Value_Change = -2.4 TMAX_Change = 1.2 Observation = 87 Value_Change = -29.4 TMAX_Change = -2.4 Observation = 86 Value_Change = 5.8 TMAX_Change = -1 Observation = 85 Value_Change = 18.4 TMAX_Change = 3.6 Observation = 84 Value_Change = -26.8 TMAX_Change = 2.4 Observation = 83 Value_Change = -26 TMAX_Change = 5.4 Observation = 82 Value_Change = -18.4 TMAX_Change = -4.6 Observation = 81 Value_Change = 84.4 TMAX_Change = -1 Observation = 80 Value_Change = -57.4 TMAX_Change = -3.6 Observation = 79 Value_Change = -39.6 TMAX_Change = -5.2 Observation = 78 Value_Change = -24 TMAX_Change = 0 Observation = 77 Value_Change = -34.4 TMAX_Change = 4 Observation = 76 Value_Change = -6.2 TMAX_Change = 2.2 Observation = 75 Value_Change = -59.6 TMAX_Change = -2.4 Observation = 74 Value_Change = -14.2 TMAX_Change = -1 Observation = 73 Value_Change = -29.4 TMAX_Change = -0.8 Observation = 72 Value_Change = 5.6 TMAX_Change = 3 Observation = 71 Value_Change = -77.4 TMAX_Change = -0.6 Observation = 70 Value_Change = -8.6 TMAX_Change = -2 Observation = 69 Value_Change = 19.6 TMAX_Change = 1.2 Observation = 68 Value_Change = -4.2 TMAX_Change = 2.2 Observation = 67 Value_Change = -22.6 TMAX_Change = 0.6 Observation = 66 Value_Change = 43.6 TMAX_Change = -2.8 Observation = 65 Value_Change = -1 TMAX_Change = 2 Observation = 64 Value_Change = 45.4 TMAX_Change = 1 Observation = 63 Value_Change = -12.8 TMAX_Change = 2.2 Observation = 62 Value_Change = -5 TMAX_Change = 2 Observation = 61 Value_Change = -0.6 TMAX_Change = -3.4 Observation = 60 Value_Change = -15.8 TMAX_Change = 0 Observation = 59 Value_Change = -38.6 TMAX_Change = 4.2 Observation = 58 Value_Change = -61.2 TMAX_Change = -3.6 Observation = 57 Value_Change = -55.6 TMAX_Change = 1.2 Observation = 56 Value_Change = 54.6 TMAX_Change = -3.2 Observation = 55 Value_Change = 36.2 TMAX_Change = 0 Observation = 54 Value_Change = -33.6 TMAX_Change = 0.4 Observation = 53 Value_Change = -26.8 TMAX_Change = 0.4 Observation = 52 Value_Change = 4.8 TMAX_Change = 0.2 Observation = 51 Value_Change = -8.4 TMAX_Change = 3.2 Observation = 50 Value_Change = -33 TMAX_Change = 1.6 Observation = 49 Value_Change = -5.2 TMAX_Change = 0 Observation = 48 Value_Change = 28 TMAX_Change = 1.4 Observation = 47 Value_Change = 150 TMAX_Change = -0.8 Observation = 46 Value_Change = -41.8 TMAX_Change = -1.4 Observation = 45 Value_Change = 15.4 TMAX_Change = 4.2 Observation = 44 Value_Change = -51.2 TMAX_Change = 0 Observation = 43 Value_Change = -5.4 TMAX_Change = 2.4 Observation = 42 Value_Change = 51 TMAX_Change = -2 Observation = 41 Value_Change = -14.4 TMAX_Change = -3 Observation = 40 Value_Change = -19 TMAX_Change = 4.4 Observation = 39 Value_Change = -1.4 TMAX_Change = 0.6 Observation = 38 Value_Change = -48.8 TMAX_Change = 1.4 Observation = 37 Value_Change = -19 TMAX_Change = 5 Observation = 36 Value_Change = -11.6 TMAX_Change = 0 Observation = 35 Value_Change = 31.6 TMAX_Change = 1.8 Observation = 34 Value_Change = -40.6 TMAX_Change = 0 Observation = 33 Value_Change = -47 TMAX_Change = -0.6 Observation = 32 Value_Change = -3.4 TMAX_Change = 0 Observation = 31 Value_Change = -78.8 TMAX_Change = 1 Observation = 30 Value_Change = -34.6 TMAX_Change = 10.2 Observation = 29 Value_Change = 115 TMAX_Change = -3 Observation = 28 Value_Change = -3.6 TMAX_Change = -1.2 Observation = 27 Value_Change = -7.2 TMAX_Change = 0 Observation = 26 Value_Change = -32.6 TMAX_Change = 2.2 Observation = 25 Value_Change = 57.8 TMAX_Change = 0 Observation = 24 Value_Change = 18.2 TMAX_Change = -0.4 Observation = 23 Value_Change = -30 TMAX_Change = 1.8 Observation = 22 Value_Change = -26.4 TMAX_Change = 1.6 Observation = 21 Value_Change = 31.6 TMAX_Change = -2.4 Observation = 20 Value_Change = -58.6 TMAX_Change = 0 Observation = 19 Value_Change = -21.2 TMAX_Change = 0.4 Observation = 18 Value_Change = -54 TMAX_Change = 0.6 Observation = 17 Value_Change = -72.4 TMAX_Change = 0 Observation = 16 Value_Change = 30 TMAX_Change = 3.8 Observation = 15 Value_Change = -53.8 TMAX_Change = -2.4 Observation = 14 Value_Change = -29.2 TMAX_Change = -0.8 Observation = 13 Value_Change = 26.2 TMAX_Change = -4 Observation = 12 Value_Change = -27 TMAX_Change = 9.6 Observation = 11 Value_Change = -5.4 TMAX_Change = -2.6 Observation = 10 Value_Change = -8.8 TMAX_Change = -1.4 Observation = 9 Value_Change = 10.2 TMAX_Change = 1.2 Observation = 8 Value_Change = 16.4 TMAX_Change = -3.4 Observation = 7 Value_Change = 38 TMAX_Change = -4.2 Observation = 6 Value_Change = -8 TMAX_Change = 1.4 Observation = 5 Value_Change = -42.8 TMAX_Change = -3.8 Observation = 4 Value_Change = -51.6 TMAX_Change = 0 Observation = 3 Value_Change = -52.6 TMAX_Change = -0.4 Observation = 2 Value_Change = -59.2 TMAX_Change = 2.8 Observation = 1

Created:         Monday, May 11, 2020

CORRELATION MATRIX TO GET TOP PREDICTORS FOR RENT

The CORR Procedure
9 Variables: Value_Change Unemployment_Change Pop_Density_Change CLDD_Change HTDD_Change PRCP_Change TAVG_Change TMIN_Change TMAX_Change
Pearson Correlation Coefficients, N = 93
Prob > |r| under H0: Rho=0
Value_Change
Value_Change
1.00000
 
TMIN_Change
-0.17293
0.0974
TAVG_Change
-0.14180
0.1752
Unemployment_Change
Unemployment_Change
1.00000
 
PRCP_Change
-0.38493
0.0001
TMAX_Change
0.31109
0.0024
Pop_Density_Change
Pop_Density_Change
1.00000
 
PRCP_Change
0.30368
0.0031
HTDD_Change
-0.30133
0.0033
CLDD_Change
CLDD_Change
1.00000
 
TAVG_Change
0.89305
<.0001
TMAX_Change
0.73492
<.0001
HTDD_Change
HTDD_Change
1.00000
 
Pop_Density_Change
-0.30133
0.0033
TAVG_Change
-0.29392
0.0042
PRCP_Change
PRCP_Change
1.00000
 
Unemployment_Change
-0.38493
0.0001
Pop_Density_Change
0.30368
0.0031
TAVG_Change
TAVG_Change
1.00000
 
CLDD_Change
0.89305
<.0001
TMIN_Change
0.84315
<.0001
TMIN_Change
TMIN_Change
1.00000
 
TAVG_Change
0.84315
<.0001
CLDD_Change
0.71526
<.0001
TMAX_Change
TMAX_Change
1.00000
 
CLDD_Change
0.73492
<.0001
TAVG_Change
0.73487
<.0001

Created:         Monday, May 11, 2020

LINEAR REGRESSION MODEL WITH USING TOP PREDICTIVE VARIABLES FOR RENT

The GLM Procedure
Number of Observations Read 93
Number of Observations Used 93

Created:         Monday, May 11, 2020


LINEAR REGRESSION MODEL WITH USING TOP PREDICTIVE VARIABLES FOR RENT

The GLM Procedure

Dependent Variable: Value_Change   
Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 420.9048 210.4524 0.14 0.8735
Error 90 139889.9056 1554.3323    
Corrected Total 92 140310.8103      
R-Square Coeff Var Root MSE Value_Change Mean
0.003000 -400.4507 39.42502 -9.845161
Source DF Type I SS Mean Square F Value Pr > F
Pop_Density_Change 1 414.4935804 414.4935804 0.27 0.6068
Unemployment_Change 1 6.4111844 6.4111844 0.00 0.9489
Source DF Type III SS Mean Square F Value Pr > F
Pop_Density_Change 1 410.0674403 410.0674403 0.26 0.6088
Unemployment_Change 1 6.4111844 6.4111844 0.00 0.9489
Parameter Estimate Standard
Error		 t Value Pr > |t|
Intercept -11.56044944 37.78266384 -0.31 0.7603
Pop_Density_Change -0.40952452 0.79730447 -0.51 0.6088
Unemployment_Change -0.04590918 0.71482922 -0.06 0.9489
img16.png

Created:         Monday, May 11, 2020

MAP SHOWING PERCENTAGE CHANGE IN VALUE OF TAXES BETWEEN 2012 AND 2017 ACROSS NORTH CAROLINA

img19.png

Created:         Monday, May 11, 2020

CORRELATION AND SCATTER PLOTS FOR TAXES

The CORR Procedure
1 With Variables: Value_Change
8 Variables: Unemployment_Change Pop_Density_Change CLDD_Change HTDD_Change PRCP_Change TAVG_Change TMIN_Change TMAX_Change
Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
Value_Change 93 18.92043 35.92858 1760 -35.20000 286.40000
Unemployment_Change 93 -52.86667 5.47519 -4917 -66.00000 -35.00000
Pop_Density_Change 93 1.80000 5.09382 167.40000 -6.40000 16.80000
CLDD_Change 93 2.01290 15.08053 187.20000 -28.20000 86.20000
HTDD_Change 93 0.47742 10.12204 44.40000 -20.20000 51.40000
PRCP_Change 93 8.75699 16.23230 814.40000 -30.40000 45.60000
TAVG_Change 93 0.52903 3.67928 49.20000 -8.80000 15.40000
TMIN_Change 93 2.47097 8.11288 229.80000 -22.20000 31.80000
TMAX_Change 93 -0.06022 2.84785 -5.60000 -7.00000 10.20000
Pearson Correlation Coefficients, N = 93
Prob > |r| under H0: Rho=0
Value_Change
Unemployment_Change
-0.31753
0.0019
TMAX_Change
-0.15663
0.1338
PRCP_Change
0.09543
0.3629
CLDD_Change
-0.07318
0.4857
TMIN_Change
0.04497
0.6686
Pop_Density_Change
0.04047
0.7001
HTDD_Change
-0.03382
0.7476
TAVG_Change
-0.03216
0.7596

Created:         Monday, May 11, 2020


CORRELATION AND SCATTER PLOTS FOR TAXES

The CORR Procedure
img8.png Value_Change = -4.6 Unemployment_Change = -58 Observation = 93 Value_Change = 21.4 Unemployment_Change = -57.6 Observation = 92 Value_Change = 15.6 Unemployment_Change = -59.6 Observation = 91 Value_Change = -9.8 Unemployment_Change = -41.2 Observation = 90 Value_Change = 29.8 Unemployment_Change = -46 Observation = 89 Value_Change = 3 Unemployment_Change = -57.6 Observation = 88 Value_Change = 18.8 Unemployment_Change = -45.2 Observation = 87 Value_Change = 33.2 Unemployment_Change = -45 Observation = 86 Value_Change = 11 Unemployment_Change = -54 Observation = 85 Value_Change = 25.8 Unemployment_Change = -49.4 Observation = 84 Value_Change = 23.8 Unemployment_Change = -50.6 Observation = 83 Value_Change = 286.4 Unemployment_Change = -66 Observation = 82 Value_Change = 6.4 Unemployment_Change = -57.2 Observation = 81 Value_Change = 11 Unemployment_Change = -54.8 Observation = 80 Value_Change = 7.2 Unemployment_Change = -58.6 Observation = 79 Value_Change = -16.4 Unemployment_Change = -55.8 Observation = 78 Value_Change = 17.6 Unemployment_Change = -49.4 Observation = 77 Value_Change = 32.2 Unemployment_Change = -54.6 Observation = 76 Value_Change = 6.2 Unemployment_Change = -56.8 Observation = 75 Value_Change = 1.6 Unemployment_Change = -54.8 Observation = 74 Value_Change = -2.8 Unemployment_Change = -50.8 Observation = 73 Value_Change = 30.8 Unemployment_Change = -55.2 Observation = 72 Value_Change = 22 Unemployment_Change = -56.6 Observation = 71 Value_Change = 30 Unemployment_Change = -51.8 Observation = 70 Value_Change = 18.2 Unemployment_Change = -47.2 Observation = 69 Value_Change = 27.6 Unemployment_Change = -58.2 Observation = 68 Value_Change = 31 Unemployment_Change = -55.8 Observation = 67 Value_Change = -20.2 Unemployment_Change = -45 Observation = 66 Value_Change = 7.4 Unemployment_Change = -48.8 Observation = 65 Value_Change = 17.8 Unemployment_Change = -39.4 Observation = 64 Value_Change = 9.6 Unemployment_Change = -35 Observation = 63 Value_Change = -7.2 Unemployment_Change = -46 Observation = 62 Value_Change = -19.2 Unemployment_Change = -47.8 Observation = 61 Value_Change = 25.8 Unemployment_Change = -50 Observation = 60 Value_Change = 38.8 Unemployment_Change = -57.6 Observation = 59 Value_Change = 36.4 Unemployment_Change = -57.4 Observation = 58 Value_Change = -16.8 Unemployment_Change = -50.6 Observation = 57 Value_Change = 47.8 Unemployment_Change = -63 Observation = 56 Value_Change = 62 Unemployment_Change = -53.4 Observation = 55 Value_Change = 6 Unemployment_Change = -57.2 Observation = 54 Value_Change = 38 Unemployment_Change = -56.6 Observation = 53 Value_Change = 44.6 Unemployment_Change = -58.4 Observation = 52 Value_Change = 4.6 Unemployment_Change = -55.2 Observation = 51 Value_Change = 32.2 Unemployment_Change = -55.2 Observation = 50 Value_Change = 20 Unemployment_Change = -55.6 Observation = 49 Value_Change = -23.4 Unemployment_Change = -51.2 Observation = 48 Value_Change = 37.6 Unemployment_Change = -55.6 Observation = 47 Value_Change = -0.8 Unemployment_Change = -57.6 Observation = 46 Value_Change = 23.2 Unemployment_Change = -46.8 Observation = 45 Value_Change = -22.6 Unemployment_Change = -47.2 Observation = 44 Value_Change = 34 Unemployment_Change = -49.4 Observation = 43 Value_Change = 2.6 Unemployment_Change = -56 Observation = 42 Value_Change = -0.6 Unemployment_Change = -51.8 Observation = 41 Value_Change = 69.4 Unemployment_Change = -46.6 Observation = 40 Value_Change = 0.8 Unemployment_Change = -50.6 Observation = 39 Value_Change = 26.8 Unemployment_Change = -52.6 Observation = 38 Value_Change = 89.4 Unemployment_Change = -61.6 Observation = 37 Value_Change = 19.4 Unemployment_Change = -42.8 Observation = 36 Value_Change = 16.8 Unemployment_Change = -56.2 Observation = 35 Value_Change = 19.8 Unemployment_Change = -52.6 Observation = 34 Value_Change = -2 Unemployment_Change = -51.6 Observation = 33 Value_Change = 23.2 Unemployment_Change = -46.8 Observation = 32 Value_Change = 46 Unemployment_Change = -46 Observation = 31 Value_Change = -7.2 Unemployment_Change = -47.2 Observation = 30 Value_Change = 33.8 Unemployment_Change = -57.2 Observation = 29 Value_Change = 4.8 Unemployment_Change = -55.6 Observation = 28 Value_Change = -22 Unemployment_Change = -52.4 Observation = 27 Value_Change = 8.6 Unemployment_Change = -49.4 Observation = 26 Value_Change = 9.4 Unemployment_Change = -45.8 Observation = 25 Value_Change = 58.8 Unemployment_Change = -51.6 Observation = 24 Value_Change = -35.2 Unemployment_Change = -56 Observation = 23 Value_Change = 0.8 Unemployment_Change = -58.2 Observation = 22 Value_Change = -26.8 Unemployment_Change = -52.2 Observation = 21 Value_Change = 25 Unemployment_Change = -55.4 Observation = 20 Value_Change = 16 Unemployment_Change = -51.2 Observation = 19 Value_Change = 16 Unemployment_Change = -59.4 Observation = 18 Value_Change = 12.8 Unemployment_Change = -55.6 Observation = 17 Value_Change = -4 Unemployment_Change = -50.6 Observation = 16 Value_Change = 12.4 Unemployment_Change = -45.6 Observation = 15 Value_Change = 31.2 Unemployment_Change = -62 Observation = 14 Value_Change = 28.6 Unemployment_Change = -54.4 Observation = 13 Value_Change = 53.2 Unemployment_Change = -57.2 Observation = 12 Value_Change = 35.2 Unemployment_Change = -52.8 Observation = 11 Value_Change = 22 Unemployment_Change = -50 Observation = 10 Value_Change = 33 Unemployment_Change = -54.4 Observation = 9 Value_Change = -17.4 Unemployment_Change = -48.2 Observation = 8 Value_Change = -7.4 Unemployment_Change = -52.8 Observation = 7 Value_Change = 23.8 Unemployment_Change = -59.4 Observation = 6 Value_Change = 17 Unemployment_Change = -60.6 Observation = 5 Value_Change = 31.8 Unemployment_Change = -53.2 Observation = 4 Value_Change = -26 Unemployment_Change = -52 Observation = 3 Value_Change = 20.2 Unemployment_Change = -62.6 Observation = 2 Value_Change = 47 Unemployment_Change = -50.6 Observation = 1
img9.png Value_Change = -4.6 Pop_Density_Change = 0.4 Observation = 93 Value_Change = 21.4 Pop_Density_Change = -1.4 Observation = 92 Value_Change = 15.6 Pop_Density_Change = -0.6 Observation = 91 Value_Change = -9.8 Pop_Density_Change = -1 Observation = 90 Value_Change = 29.8 Pop_Density_Change = 5.8 Observation = 89 Value_Change = 3 Pop_Density_Change = -5.2 Observation = 88 Value_Change = 18.8 Pop_Density_Change = -4.2 Observation = 87 Value_Change = 33.2 Pop_Density_Change = 12.6 Observation = 86 Value_Change = 11 Pop_Density_Change = -1.8 Observation = 85 Value_Change = 25.8 Pop_Density_Change = 11.2 Observation = 84 Value_Change = 23.8 Pop_Density_Change = 3 Observation = 83 Value_Change = 286.4 Pop_Density_Change = 1.6 Observation = 82 Value_Change = 6.4 Pop_Density_Change = -1.6 Observation = 81 Value_Change = 11 Pop_Density_Change = -2.2 Observation = 80 Value_Change = 7.2 Pop_Density_Change = 1.6 Observation = 79 Value_Change = -16.4 Pop_Density_Change = -2.6 Observation = 78 Value_Change = 17.6 Pop_Density_Change = -0.4 Observation = 77 Value_Change = 32.2 Pop_Density_Change = -1 Observation = 76 Value_Change = 6.2 Pop_Density_Change = 2.2 Observation = 75 Value_Change = 1.6 Pop_Density_Change = -2 Observation = 74 Value_Change = -2.8 Pop_Density_Change = -2.2 Observation = 73 Value_Change = 30.8 Pop_Density_Change = -3.4 Observation = 72 Value_Change = 22 Pop_Density_Change = 0.6 Observation = 71 Value_Change = 30 Pop_Density_Change = 1.4 Observation = 70 Value_Change = 18.2 Pop_Density_Change = 3.2 Observation = 69 Value_Change = 27.6 Pop_Density_Change = 0.6 Observation = 68 Value_Change = 31 Pop_Density_Change = 13.2 Observation = 67 Value_Change = -20.2 Pop_Density_Change = -2.2 Observation = 66 Value_Change = 7.4 Pop_Density_Change = -2.8 Observation = 65 Value_Change = 17.8 Pop_Density_Change = 4.4 Observation = 64 Value_Change = 9.6 Pop_Density_Change = 2.2 Observation = 63 Value_Change = -7.2 Pop_Density_Change = -6.4 Observation = 62 Value_Change = -19.2 Pop_Density_Change = -1.2 Observation = 61 Value_Change = 25.8 Pop_Density_Change = 7.8 Observation = 60 Value_Change = 38.8 Pop_Density_Change = -0.6 Observation = 59 Value_Change = 36.4 Pop_Density_Change = -2.2 Observation = 58 Value_Change = -16.8 Pop_Density_Change = 11.4 Observation = 57 Value_Change = 47.8 Pop_Density_Change = 0.4 Observation = 56 Value_Change = 62 Pop_Density_Change = -4.4 Observation = 55 Value_Change = 6 Pop_Density_Change = 3.4 Observation = 54 Value_Change = 38 Pop_Density_Change = 2.4 Observation = 53 Value_Change = 44.6 Pop_Density_Change = 4.6 Observation = 52 Value_Change = 4.6 Pop_Density_Change = -4.2 Observation = 51 Value_Change = 32.2 Pop_Density_Change = 2.2 Observation = 50 Value_Change = 20 Pop_Density_Change = -4.6 Observation = 49 Value_Change = -23.4 Pop_Density_Change = 12.6 Observation = 48 Value_Change = 37.6 Pop_Density_Change = 6.4 Observation = 47 Value_Change = -0.8 Pop_Density_Change = 8 Observation = 46 Value_Change = 23.2 Pop_Density_Change = 7.2 Observation = 45 Value_Change = -22.6 Pop_Density_Change = -2.8 Observation = 44 Value_Change = 34 Pop_Density_Change = 7.2 Observation = 43 Value_Change = 2.6 Pop_Density_Change = 4 Observation = 42 Value_Change = -0.6 Pop_Density_Change = 8.2 Observation = 41 Value_Change = 69.4 Pop_Density_Change = -4.6 Observation = 40 Value_Change = 0.8 Pop_Density_Change = 5.8 Observation = 39 Value_Change = 26.8 Pop_Density_Change = 3.2 Observation = 38 Value_Change = 89.4 Pop_Density_Change = -2 Observation = 37 Value_Change = 19.4 Pop_Density_Change = -3.2 Observation = 36 Value_Change = 16.8 Pop_Density_Change = 5.8 Observation = 35 Value_Change = 19.8 Pop_Density_Change = 7.6 Observation = 34 Value_Change = -2 Pop_Density_Change = 5 Observation = 33 Value_Change = 23.2 Pop_Density_Change = -5.2 Observation = 32 Value_Change = 46 Pop_Density_Change = 10.4 Observation = 31 Value_Change = -7.2 Pop_Density_Change = -1 Observation = 30 Value_Change = 33.8 Pop_Density_Change = 2.6 Observation = 29 Value_Change = 4.8 Pop_Density_Change = 1.4 Observation = 28 Value_Change = -22 Pop_Density_Change = 5 Observation = 27 Value_Change = 8.6 Pop_Density_Change = 9.6 Observation = 26 Value_Change = 9.4 Pop_Density_Change = 0.4 Observation = 25 Value_Change = 58.8 Pop_Density_Change = -2.4 Observation = 24 Value_Change = -35.2 Pop_Density_Change = -2.6 Observation = 23 Value_Change = 0.8 Pop_Density_Change = 0 Observation = 22 Value_Change = -26.8 Pop_Density_Change = -4.4 Observation = 21 Value_Change = 25 Pop_Density_Change = 3.6 Observation = 20 Value_Change = 16 Pop_Density_Change = 10.4 Observation = 19 Value_Change = 16 Pop_Density_Change = 2 Observation = 18 Value_Change = 12.8 Pop_Density_Change = -1.8 Observation = 17 Value_Change = -4 Pop_Density_Change = 1.8 Observation = 16 Value_Change = 12.4 Pop_Density_Change = 5.6 Observation = 15 Value_Change = 31.2 Pop_Density_Change = -0.2 Observation = 14 Value_Change = 28.6 Pop_Density_Change = 12.2 Observation = 13 Value_Change = 53.2 Pop_Density_Change = 0.2 Observation = 12 Value_Change = 35.2 Pop_Density_Change = 5.6 Observation = 11 Value_Change = 22 Pop_Density_Change = 16.8 Observation = 10 Value_Change = 33 Pop_Density_Change = -4 Observation = 9 Value_Change = -17.4 Pop_Density_Change = -6 Observation = 8 Value_Change = -7.4 Pop_Density_Change = -0.8 Observation = 7 Value_Change = 23.8 Pop_Density_Change = -0.4 Observation = 6 Value_Change = 17 Pop_Density_Change = -0.4 Observation = 5 Value_Change = 31.8 Pop_Density_Change = -5.4 Observation = 4 Value_Change = -26 Pop_Density_Change = 0.8 Observation = 3 Value_Change = 20.2 Pop_Density_Change = 0.6 Observation = 2 Value_Change = 47 Pop_Density_Change = 6.6 Observation = 1
img10.png Value_Change = -4.6 CLDD_Change = -6.4 Observation = 93 Value_Change = 21.4 CLDD_Change = -10.6 Observation = 92 Value_Change = 15.6 CLDD_Change = -19 Observation = 91 Value_Change = -9.8 CLDD_Change = 8.4 Observation = 90 Value_Change = 29.8 CLDD_Change = -28.2 Observation = 89 Value_Change = 3 CLDD_Change = 7.2 Observation = 88 Value_Change = 18.8 CLDD_Change = 0 Observation = 87 Value_Change = 33.2 CLDD_Change = -4.4 Observation = 86 Value_Change = 11 CLDD_Change = 13.2 Observation = 85 Value_Change = 25.8 CLDD_Change = 4.8 Observation = 84 Value_Change = 23.8 CLDD_Change = -7 Observation = 83 Value_Change = 286.4 CLDD_Change = -2.6 Observation = 82 Value_Change = 6.4 CLDD_Change = -9 Observation = 81 Value_Change = 11 CLDD_Change = -11.6 Observation = 80 Value_Change = 7.2 CLDD_Change = 0 Observation = 79 Value_Change = -16.4 CLDD_Change = -15.4 Observation = 78 Value_Change = 17.6 CLDD_Change = 8.6 Observation = 77 Value_Change = 32.2 CLDD_Change = -3.4 Observation = 76 Value_Change = 6.2 CLDD_Change = -0.8 Observation = 75 Value_Change = 1.6 CLDD_Change = -0.2 Observation = 74 Value_Change = -2.8 CLDD_Change = -18.8 Observation = 73 Value_Change = 30.8 CLDD_Change = 6 Observation = 72 Value_Change = 22 CLDD_Change = -11 Observation = 71 Value_Change = 30 CLDD_Change = 0.8 Observation = 70 Value_Change = 18.2 CLDD_Change = 10.6 Observation = 69 Value_Change = 27.6 CLDD_Change = 24 Observation = 68 Value_Change = 31 CLDD_Change = 7.4 Observation = 67 Value_Change = -20.2 CLDD_Change = -11.8 Observation = 66 Value_Change = 7.4 CLDD_Change = 17.6 Observation = 65 Value_Change = 17.8 CLDD_Change = 6.4 Observation = 64 Value_Change = 9.6 CLDD_Change = 7.2 Observation = 63 Value_Change = -7.2 CLDD_Change = 9.8 Observation = 62 Value_Change = -19.2 CLDD_Change = -5.4 Observation = 61 Value_Change = 25.8 CLDD_Change = 0 Observation = 60 Value_Change = 38.8 CLDD_Change = 17 Observation = 59 Value_Change = 36.4 CLDD_Change = 4.2 Observation = 58 Value_Change = -16.8 CLDD_Change = 6.4 Observation = 57 Value_Change = 47.8 CLDD_Change = -9.6 Observation = 56 Value_Change = 62 CLDD_Change = 8.8 Observation = 55 Value_Change = 6 CLDD_Change = 24.2 Observation = 54 Value_Change = 38 CLDD_Change = 3 Observation = 53 Value_Change = 44.6 CLDD_Change = 8.6 Observation = 52 Value_Change = 4.6 CLDD_Change = 9 Observation = 51 Value_Change = 32.2 CLDD_Change = 10.2 Observation = 50 Value_Change = 20 CLDD_Change = 0 Observation = 49 Value_Change = -23.4 CLDD_Change = 19.8 Observation = 48 Value_Change = 37.6 CLDD_Change = -5 Observation = 47 Value_Change = -0.8 CLDD_Change = 3.8 Observation = 46 Value_Change = 23.2 CLDD_Change = 0 Observation = 45 Value_Change = -22.6 CLDD_Change = 3 Observation = 44 Value_Change = 34 CLDD_Change = -4.4 Observation = 43 Value_Change = 2.6 CLDD_Change = -16.2 Observation = 42 Value_Change = -0.6 CLDD_Change = 19.8 Observation = 41 Value_Change = 69.4 CLDD_Change = 18.2 Observation = 40 Value_Change = 0.8 CLDD_Change = -0.6 Observation = 39 Value_Change = 26.8 CLDD_Change = 3.8 Observation = 38 Value_Change = 89.4 CLDD_Change = -26 Observation = 37 Value_Change = 19.4 CLDD_Change = 0 Observation = 36 Value_Change = 16.8 CLDD_Change = 4.4 Observation = 35 Value_Change = 19.8 CLDD_Change = 0 Observation = 34 Value_Change = -2 CLDD_Change = -5 Observation = 33 Value_Change = 23.2 CLDD_Change = 5 Observation = 32 Value_Change = 46 CLDD_Change = -0.8 Observation = 31 Value_Change = -7.2 CLDD_Change = 46.2 Observation = 30 Value_Change = 33.8 CLDD_Change = -21.8 Observation = 29 Value_Change = 4.8 CLDD_Change = -4.2 Observation = 28 Value_Change = -22 CLDD_Change = -2 Observation = 27 Value_Change = 8.6 CLDD_Change = 0 Observation = 26 Value_Change = 9.4 CLDD_Change = 13.6 Observation = 25 Value_Change = 58.8 CLDD_Change = 5 Observation = 24 Value_Change = -35.2 CLDD_Change = 3.8 Observation = 23 Value_Change = 0.8 CLDD_Change = 5.2 Observation = 22 Value_Change = -26.8 CLDD_Change = 9.2 Observation = 21 Value_Change = 25 CLDD_Change = -25.6 Observation = 20 Value_Change = 16 CLDD_Change = 0 Observation = 19 Value_Change = 16 CLDD_Change = 2.4 Observation = 18 Value_Change = 12.8 CLDD_Change = -0.8 Observation = 17 Value_Change = -4 CLDD_Change = 20.2 Observation = 16 Value_Change = 12.4 CLDD_Change = 22 Observation = 15 Value_Change = 31.2 CLDD_Change = -0.2 Observation = 14 Value_Change = 28.6 CLDD_Change = 6.2 Observation = 13 Value_Change = 53.2 CLDD_Change = -11 Observation = 12 Value_Change = 35.2 CLDD_Change = 86.2 Observation = 11 Value_Change = 22 CLDD_Change = 2.6 Observation = 10 Value_Change = 33 CLDD_Change = 3.6 Observation = 9 Value_Change = -17.4 CLDD_Change = 17.2 Observation = 8 Value_Change = -7.4 CLDD_Change = -7.8 Observation = 7 Value_Change = 23.8 CLDD_Change = -19.6 Observation = 6 Value_Change = 17 CLDD_Change = -17 Observation = 5 Value_Change = 31.8 CLDD_Change = -13.6 Observation = 4 Value_Change = -26 CLDD_Change = 0 Observation = 3 Value_Change = 20.2 CLDD_Change = -10.6 Observation = 2 Value_Change = 47 CLDD_Change = 10 Observation = 1
img11.png Value_Change = -4.6 HTDD_Change = -3.8 Observation = 93 Value_Change = 21.4 HTDD_Change = -2.4 Observation = 92 Value_Change = 15.6 HTDD_Change = -5.8 Observation = 91 Value_Change = -9.8 HTDD_Change = -0.8 Observation = 90 Value_Change = 29.8 HTDD_Change = -4.8 Observation = 89 Value_Change = 3 HTDD_Change = 3 Observation = 88 Value_Change = 18.8 HTDD_Change = 0 Observation = 87 Value_Change = 33.2 HTDD_Change = 1.2 Observation = 86 Value_Change = 11 HTDD_Change = -3 Observation = 85 Value_Change = 25.8 HTDD_Change = -6.2 Observation = 84 Value_Change = 23.8 HTDD_Change = -8.2 Observation = 83 Value_Change = 286.4 HTDD_Change = 3.6 Observation = 82 Value_Change = 6.4 HTDD_Change = -3.4 Observation = 81 Value_Change = 11 HTDD_Change = 10 Observation = 80 Value_Change = 7.2 HTDD_Change = 1.8 Observation = 79 Value_Change = -16.4 HTDD_Change = -3.6 Observation = 78 Value_Change = 17.6 HTDD_Change = -10.4 Observation = 77 Value_Change = 32.2 HTDD_Change = -4.8 Observation = 76 Value_Change = 6.2 HTDD_Change = -1.8 Observation = 75 Value_Change = 1.6 HTDD_Change = -5.2 Observation = 74 Value_Change = -2.8 HTDD_Change = 24.8 Observation = 73 Value_Change = 30.8 HTDD_Change = 0.2 Observation = 72 Value_Change = 22 HTDD_Change = 6 Observation = 71 Value_Change = 30 HTDD_Change = -19.6 Observation = 70 Value_Change = 18.2 HTDD_Change = 0.2 Observation = 69 Value_Change = 27.6 HTDD_Change = 12.8 Observation = 68 Value_Change = 31 HTDD_Change = 1 Observation = 67 Value_Change = -20.2 HTDD_Change = 11.4 Observation = 66 Value_Change = 7.4 HTDD_Change = -2.4 Observation = 65 Value_Change = 17.8 HTDD_Change = -3.8 Observation = 64 Value_Change = 9.6 HTDD_Change = 0 Observation = 63 Value_Change = -7.2 HTDD_Change = -2.6 Observation = 62 Value_Change = -19.2 HTDD_Change = 11.2 Observation = 61 Value_Change = 25.8 HTDD_Change = 0 Observation = 60 Value_Change = 38.8 HTDD_Change = -9.2 Observation = 59 Value_Change = 36.4 HTDD_Change = 51.4 Observation = 58 Value_Change = -16.8 HTDD_Change = -8 Observation = 57 Value_Change = 47.8 HTDD_Change = 2.2 Observation = 56 Value_Change = 62 HTDD_Change = 4.6 Observation = 55 Value_Change = 6 HTDD_Change = -10.8 Observation = 54 Value_Change = 38 HTDD_Change = -5.2 Observation = 53 Value_Change = 44.6 HTDD_Change = -3.4 Observation = 52 Value_Change = 4.6 HTDD_Change = 17 Observation = 51 Value_Change = 32.2 HTDD_Change = -5 Observation = 50 Value_Change = 20 HTDD_Change = 0 Observation = 49 Value_Change = -23.4 HTDD_Change = -4.8 Observation = 48 Value_Change = 37.6 HTDD_Change = -4 Observation = 47 Value_Change = -0.8 HTDD_Change = -4.2 Observation = 46 Value_Change = 23.2 HTDD_Change = 4.6 Observation = 45 Value_Change = -22.6 HTDD_Change = 1.8 Observation = 44 Value_Change = 34 HTDD_Change = -1.6 Observation = 43 Value_Change = 2.6 HTDD_Change = 4 Observation = 42 Value_Change = -0.6 HTDD_Change = -2.8 Observation = 41 Value_Change = 69.4 HTDD_Change = -12.6 Observation = 40 Value_Change = 0.8 HTDD_Change = -6.8 Observation = 39 Value_Change = 26.8 HTDD_Change = -5.8 Observation = 38 Value_Change = 89.4 HTDD_Change = -3.4 Observation = 37 Value_Change = 19.4 HTDD_Change = 0 Observation = 36 Value_Change = 16.8 HTDD_Change = -8.6 Observation = 35 Value_Change = 19.8 HTDD_Change = 0 Observation = 34 Value_Change = -2 HTDD_Change = -2.6 Observation = 33 Value_Change = 23.2 HTDD_Change = 12.4 Observation = 32 Value_Change = 46 HTDD_Change = -8 Observation = 31 Value_Change = -7.2 HTDD_Change = 0 Observation = 30 Value_Change = 33.8 HTDD_Change = 20.2 Observation = 29 Value_Change = 4.8 HTDD_Change = 4.4 Observation = 28 Value_Change = -22 HTDD_Change = 24.4 Observation = 27 Value_Change = 8.6 HTDD_Change = 0 Observation = 26 Value_Change = 9.4 HTDD_Change = 4.6 Observation = 25 Value_Change = 58.8 HTDD_Change = 0.8 Observation = 24 Value_Change = -35.2 HTDD_Change = -10.8 Observation = 23 Value_Change = 0.8 HTDD_Change = 6 Observation = 22 Value_Change = -26.8 HTDD_Change = 4.6 Observation = 21 Value_Change = 25 HTDD_Change = 5.2 Observation = 20 Value_Change = 16 HTDD_Change = 0.8 Observation = 19 Value_Change = 16 HTDD_Change = -8.4 Observation = 18 Value_Change = 12.8 HTDD_Change = -3 Observation = 17 Value_Change = -4 HTDD_Change = -7.8 Observation = 16 Value_Change = 12.4 HTDD_Change = -10.4 Observation = 15 Value_Change = 31.2 HTDD_Change = 1.8 Observation = 14 Value_Change = 28.6 HTDD_Change = -3.4 Observation = 13 Value_Change = 53.2 HTDD_Change = -5.8 Observation = 12 Value_Change = 35.2 HTDD_Change = -20.2 Observation = 11 Value_Change = 22 HTDD_Change = 0.6 Observation = 10 Value_Change = 33 HTDD_Change = 26.4 Observation = 9 Value_Change = -17.4 HTDD_Change = 2.4 Observation = 8 Value_Change = -7.4 HTDD_Change = 23.4 Observation = 7 Value_Change = 23.8 HTDD_Change = -8.4 Observation = 6 Value_Change = 17 HTDD_Change = -5.8 Observation = 5 Value_Change = 31.8 HTDD_Change = 13.2 Observation = 4 Value_Change = -26 HTDD_Change = 0 Observation = 3 Value_Change = 20.2 HTDD_Change = 5.8 Observation = 2 Value_Change = 47 HTDD_Change = -2 Observation = 1
img12.png Value_Change = -4.6 PRCP_Change = 10.8 Observation = 93 Value_Change = 21.4 PRCP_Change = 11.8 Observation = 92 Value_Change = 15.6 PRCP_Change = 21.8 Observation = 91 Value_Change = -9.8 PRCP_Change = 4.8 Observation = 90 Value_Change = 29.8 PRCP_Change = 42 Observation = 89 Value_Change = 3 PRCP_Change = 9.2 Observation = 88 Value_Change = 18.8 PRCP_Change = -28 Observation = 87 Value_Change = 33.2 PRCP_Change = 9.2 Observation = 86 Value_Change = 11 PRCP_Change = -2.8 Observation = 85 Value_Change = 25.8 PRCP_Change = 30.6 Observation = 84 Value_Change = 23.8 PRCP_Change = 12.8 Observation = 83 Value_Change = 286.4 PRCP_Change = 16.4 Observation = 82 Value_Change = 6.4 PRCP_Change = 1.6 Observation = 81 Value_Change = 11 PRCP_Change = 6 Observation = 80 Value_Change = 7.2 PRCP_Change = 25.2 Observation = 79 Value_Change = -16.4 PRCP_Change = 1.2 Observation = 78 Value_Change = 17.6 PRCP_Change = 4.2 Observation = 77 Value_Change = 32.2 PRCP_Change = 29.8 Observation = 76 Value_Change = 6.2 PRCP_Change = 39.2 Observation = 75 Value_Change = 1.6 PRCP_Change = 27 Observation = 74 Value_Change = -2.8 PRCP_Change = 4.8 Observation = 73 Value_Change = 30.8 PRCP_Change = -15.8 Observation = 72 Value_Change = 22 PRCP_Change = 13.2 Observation = 71 Value_Change = 30 PRCP_Change = 28.8 Observation = 70 Value_Change = 18.2 PRCP_Change = -20.6 Observation = 69 Value_Change = 27.6 PRCP_Change = 15.2 Observation = 68 Value_Change = 31 PRCP_Change = 20.8 Observation = 67 Value_Change = -20.2 PRCP_Change = -6.6 Observation = 66 Value_Change = 7.4 PRCP_Change = -9.2 Observation = 65 Value_Change = 17.8 PRCP_Change = 2 Observation = 64 Value_Change = 9.6 PRCP_Change = 20.4 Observation = 63 Value_Change = -7.2 PRCP_Change = -19.6 Observation = 62 Value_Change = -19.2 PRCP_Change = 15.6 Observation = 61 Value_Change = 25.8 PRCP_Change = -14.6 Observation = 60 Value_Change = 38.8 PRCP_Change = 15.2 Observation = 59 Value_Change = 36.4 PRCP_Change = 13.4 Observation = 58 Value_Change = -16.8 PRCP_Change = 25.4 Observation = 57 Value_Change = 47.8 PRCP_Change = 34.4 Observation = 56 Value_Change = 62 PRCP_Change = 2.2 Observation = 55 Value_Change = 6 PRCP_Change = 26.4 Observation = 54 Value_Change = 38 PRCP_Change = 39 Observation = 53 Value_Change = 44.6 PRCP_Change = 15.8 Observation = 52 Value_Change = 4.6 PRCP_Change = -15.6 Observation = 51 Value_Change = 32.2 PRCP_Change = 3.8 Observation = 50 Value_Change = 20 PRCP_Change = -13.8 Observation = 49 Value_Change = -23.4 PRCP_Change = 15 Observation = 48 Value_Change = 37.6 PRCP_Change = -0.6 Observation = 47 Value_Change = -0.8 PRCP_Change = 24.4 Observation = 46 Value_Change = 23.2 PRCP_Change = 2.4 Observation = 45 Value_Change = -22.6 PRCP_Change = 0.6 Observation = 44 Value_Change = 34 PRCP_Change = 31.8 Observation = 43 Value_Change = 2.6 PRCP_Change = 1 Observation = 42 Value_Change = -0.6 PRCP_Change = 10 Observation = 41 Value_Change = 69.4 PRCP_Change = -30.4 Observation = 40 Value_Change = 0.8 PRCP_Change = 10.8 Observation = 39 Value_Change = 26.8 PRCP_Change = -23.4 Observation = 38 Value_Change = 89.4 PRCP_Change = 15.6 Observation = 37 Value_Change = 19.4 PRCP_Change = 0 Observation = 36 Value_Change = 16.8 PRCP_Change = 19.8 Observation = 35 Value_Change = 19.8 PRCP_Change = 20.4 Observation = 34 Value_Change = -2 PRCP_Change = 20.6 Observation = 33 Value_Change = 23.2 PRCP_Change = 4.8 Observation = 32 Value_Change = 46 PRCP_Change = 1.6 Observation = 31 Value_Change = -7.2 PRCP_Change = 10.2 Observation = 30 Value_Change = 33.8 PRCP_Change = 23.4 Observation = 29 Value_Change = 4.8 PRCP_Change = 0 Observation = 28 Value_Change = -22 PRCP_Change = -18 Observation = 27 Value_Change = 8.6 PRCP_Change = 0 Observation = 26 Value_Change = 9.4 PRCP_Change = -3.8 Observation = 25 Value_Change = 58.8 PRCP_Change = -5.2 Observation = 24 Value_Change = -35.2 PRCP_Change = -8 Observation = 23 Value_Change = 0.8 PRCP_Change = 9.8 Observation = 22 Value_Change = -26.8 PRCP_Change = 2.2 Observation = 21 Value_Change = 25 PRCP_Change = 24.4 Observation = 20 Value_Change = 16 PRCP_Change = -17.8 Observation = 19 Value_Change = 16 PRCP_Change = 19.2 Observation = 18 Value_Change = 12.8 PRCP_Change = 22.8 Observation = 17 Value_Change = -4 PRCP_Change = 5.4 Observation = 16 Value_Change = 12.4 PRCP_Change = -19.2 Observation = 15 Value_Change = 31.2 PRCP_Change = 19.4 Observation = 14 Value_Change = 28.6 PRCP_Change = 30.4 Observation = 13 Value_Change = 53.2 PRCP_Change = 18.6 Observation = 12 Value_Change = 35.2 PRCP_Change = 5 Observation = 11 Value_Change = 22 PRCP_Change = 25.2 Observation = 10 Value_Change = 33 PRCP_Change = 13.6 Observation = 9 Value_Change = -17.4 PRCP_Change = 0.6 Observation = 8 Value_Change = -7.4 PRCP_Change = -2.2 Observation = 7 Value_Change = 23.8 PRCP_Change = 6.2 Observation = 6 Value_Change = 17 PRCP_Change = 45.6 Observation = 5 Value_Change = 31.8 PRCP_Change = 10.2 Observation = 4 Value_Change = -26 PRCP_Change = 19.4 Observation = 3 Value_Change = 20.2 PRCP_Change = 11 Observation = 2 Value_Change = 47 PRCP_Change = -11.8 Observation = 1
img13.png Value_Change = -4.6 TAVG_Change = -0.2 Observation = 93 Value_Change = 21.4 TAVG_Change = -2.4 Observation = 92 Value_Change = 15.6 TAVG_Change = -5.2 Observation = 91 Value_Change = -9.8 TAVG_Change = 2.4 Observation = 90 Value_Change = 29.8 TAVG_Change = -1.4 Observation = 89 Value_Change = 3 TAVG_Change = 0.4 Observation = 88 Value_Change = 18.8 TAVG_Change = 0 Observation = 87 Value_Change = 33.2 TAVG_Change = -1.4 Observation = 86 Value_Change = 11 TAVG_Change = 2.4 Observation = 85 Value_Change = 25.8 TAVG_Change = 1.2 Observation = 84 Value_Change = 23.8 TAVG_Change = -1.4 Observation = 83 Value_Change = 286.4 TAVG_Change = 0.4 Observation = 82 Value_Change = 6.4 TAVG_Change = -2 Observation = 81 Value_Change = 11 TAVG_Change = -4.6 Observation = 80 Value_Change = 7.2 TAVG_Change = 0 Observation = 79 Value_Change = -16.4 TAVG_Change = -8 Observation = 78 Value_Change = 17.6 TAVG_Change = 2.6 Observation = 77 Value_Change = 32.2 TAVG_Change = 0 Observation = 76 Value_Change = 6.2 TAVG_Change = -0.6 Observation = 75 Value_Change = 1.6 TAVG_Change = 0 Observation = 74 Value_Change = -2.8 TAVG_Change = 2.2 Observation = 73 Value_Change = 30.8 TAVG_Change = 1 Observation = 72 Value_Change = 22 TAVG_Change = -4.6 Observation = 71 Value_Change = 30 TAVG_Change = 1 Observation = 70 Value_Change = 18.2 TAVG_Change = 2.4 Observation = 69 Value_Change = 27.6 TAVG_Change = 8.8 Observation = 68 Value_Change = 31 TAVG_Change = 1.6 Observation = 67 Value_Change = -20.2 TAVG_Change = -4.2 Observation = 66 Value_Change = 7.4 TAVG_Change = 3.8 Observation = 65 Value_Change = 17.8 TAVG_Change = 1.4 Observation = 64 Value_Change = 9.6 TAVG_Change = 1.6 Observation = 63 Value_Change = -7.2 TAVG_Change = 3 Observation = 62 Value_Change = -19.2 TAVG_Change = -2.6 Observation = 61 Value_Change = 25.8 TAVG_Change = 0 Observation = 60 Value_Change = 38.8 TAVG_Change = 5.6 Observation = 59 Value_Change = 36.4 TAVG_Change = 2 Observation = 58 Value_Change = -16.8 TAVG_Change = 2.6 Observation = 57 Value_Change = 47.8 TAVG_Change = -3.4 Observation = 56 Value_Change = 62 TAVG_Change = 1.6 Observation = 55 Value_Change = 6 TAVG_Change = 6.4 Observation = 54 Value_Change = 38 TAVG_Change = -0.6 Observation = 53 Value_Change = 44.6 TAVG_Change = 1.2 Observation = 52 Value_Change = 4.6 TAVG_Change = 2.2 Observation = 51 Value_Change = 32.2 TAVG_Change = 2.8 Observation = 50 Value_Change = 20 TAVG_Change = 0 Observation = 49 Value_Change = -23.4 TAVG_Change = 3.6 Observation = 48 Value_Change = 37.6 TAVG_Change = -1 Observation = 47 Value_Change = -0.8 TAVG_Change = 0.8 Observation = 46 Value_Change = 23.2 TAVG_Change = 0 Observation = 45 Value_Change = -22.6 TAVG_Change = 1.8 Observation = 44 Value_Change = 34 TAVG_Change = -0.6 Observation = 43 Value_Change = 2.6 TAVG_Change = -4.6 Observation = 42 Value_Change = -0.6 TAVG_Change = 3.6 Observation = 41 Value_Change = 69.4 TAVG_Change = 6.2 Observation = 40 Value_Change = 0.8 TAVG_Change = 0.2 Observation = 39 Value_Change = 26.8 TAVG_Change = 2.4 Observation = 38 Value_Change = 89.4 TAVG_Change = -5.6 Observation = 37 Value_Change = 19.4 TAVG_Change = 0 Observation = 36 Value_Change = 16.8 TAVG_Change = 1.2 Observation = 35 Value_Change = 19.8 TAVG_Change = 0 Observation = 34 Value_Change = -2 TAVG_Change = 0 Observation = 33 Value_Change = 23.2 TAVG_Change = 0 Observation = 32 Value_Change = 46 TAVG_Change = 0.8 Observation = 31 Value_Change = -7.2 TAVG_Change = 11.6 Observation = 30 Value_Change = 33.8 TAVG_Change = -8.8 Observation = 29 Value_Change = 4.8 TAVG_Change = -1 Observation = 28 Value_Change = -22 TAVG_Change = -2.4 Observation = 27 Value_Change = 8.6 TAVG_Change = 0 Observation = 26 Value_Change = 9.4 TAVG_Change = 2.8 Observation = 25 Value_Change = 58.8 TAVG_Change = 1.6 Observation = 24 Value_Change = -35.2 TAVG_Change = 1.6 Observation = 23 Value_Change = 0.8 TAVG_Change = -1.2 Observation = 22 Value_Change = -26.8 TAVG_Change = 1.8 Observation = 21 Value_Change = 25 TAVG_Change = -6.8 Observation = 20 Value_Change = 16 TAVG_Change = 0 Observation = 19 Value_Change = 16 TAVG_Change = 1.6 Observation = 18 Value_Change = 12.8 TAVG_Change = 0.2 Observation = 17 Value_Change = -4 TAVG_Change = 5.2 Observation = 16 Value_Change = 12.4 TAVG_Change = 8 Observation = 15 Value_Change = 31.2 TAVG_Change = -1.2 Observation = 14 Value_Change = 28.6 TAVG_Change = 2 Observation = 13 Value_Change = 53.2 TAVG_Change = -2.6 Observation = 12 Value_Change = 35.2 TAVG_Change = 15.4 Observation = 11 Value_Change = 22 TAVG_Change = 0.2 Observation = 10 Value_Change = 33 TAVG_Change = 0.8 Observation = 9 Value_Change = -17.4 TAVG_Change = 4 Observation = 8 Value_Change = -7.4 TAVG_Change = -3.2 Observation = 7 Value_Change = 23.8 TAVG_Change = -1.6 Observation = 6 Value_Change = 17 TAVG_Change = 2 Observation = 5 Value_Change = 31.8 TAVG_Change = -6.2 Observation = 4 Value_Change = -26 TAVG_Change = 0 Observation = 3 Value_Change = 20.2 TAVG_Change = -3.6 Observation = 2 Value_Change = 47 TAVG_Change = 2.2 Observation = 1
img14.png Value_Change = -4.6 TMIN_Change = 3.6 Observation = 93 Value_Change = 21.4 TMIN_Change = -1 Observation = 92 Value_Change = 15.6 TMIN_Change = -0.8 Observation = 91 Value_Change = -9.8 TMIN_Change = 4.2 Observation = 90 Value_Change = 29.8 TMIN_Change = 0.2 Observation = 89 Value_Change = 3 TMIN_Change = -1.4 Observation = 88 Value_Change = 18.8 TMIN_Change = 0 Observation = 87 Value_Change = 33.2 TMIN_Change = -1.6 Observation = 86 Value_Change = 11 TMIN_Change = -0.4 Observation = 85 Value_Change = 25.8 TMIN_Change = -1.2 Observation = 84 Value_Change = 23.8 TMIN_Change = 8.6 Observation = 83 Value_Change = 286.4 TMIN_Change = 4.2 Observation = 82 Value_Change = 6.4 TMIN_Change = 3.6 Observation = 81 Value_Change = 11 TMIN_Change = -4 Observation = 80 Value_Change = 7.2 TMIN_Change = 0 Observation = 79 Value_Change = -16.4 TMIN_Change = -10.4 Observation = 78 Value_Change = 17.6 TMIN_Change = 3 Observation = 77 Value_Change = 32.2 TMIN_Change = 6.8 Observation = 76 Value_Change = 6.2 TMIN_Change = 0.6 Observation = 75 Value_Change = 1.6 TMIN_Change = 1.6 Observation = 74 Value_Change = -2.8 TMIN_Change = 2.4 Observation = 73 Value_Change = 30.8 TMIN_Change = 4.6 Observation = 72 Value_Change = 22 TMIN_Change = -10 Observation = 71 Value_Change = 30 TMIN_Change = 8.6 Observation = 70 Value_Change = 18.2 TMIN_Change = 4.4 Observation = 69 Value_Change = 27.6 TMIN_Change = 28.6 Observation = 68 Value_Change = 31 TMIN_Change = 3.4 Observation = 67 Value_Change = -20.2 TMIN_Change = -7 Observation = 66 Value_Change = 7.4 TMIN_Change = 7 Observation = 65 Value_Change = 17.8 TMIN_Change = 2.4 Observation = 64 Value_Change = 9.6 TMIN_Change = 0.4 Observation = 63 Value_Change = -7.2 TMIN_Change = 5.6 Observation = 62 Value_Change = -19.2 TMIN_Change = -0.4 Observation = 61 Value_Change = 25.8 TMIN_Change = 0 Observation = 60 Value_Change = 38.8 TMIN_Change = 8 Observation = 59 Value_Change = 36.4 TMIN_Change = 23 Observation = 58 Value_Change = -16.8 TMIN_Change = 5.6 Observation = 57 Value_Change = 47.8 TMIN_Change = -4 Observation = 56 Value_Change = 62 TMIN_Change = 4.8 Observation = 55 Value_Change = 6 TMIN_Change = 27.4 Observation = 54 Value_Change = 38 TMIN_Change = -3.4 Observation = 53 Value_Change = 44.6 TMIN_Change = 4.2 Observation = 52 Value_Change = 4.6 TMIN_Change = 0.4 Observation = 51 Value_Change = 32.2 TMIN_Change = 6 Observation = 50 Value_Change = 20 TMIN_Change = 0 Observation = 49 Value_Change = -23.4 TMIN_Change = 8.8 Observation = 48 Value_Change = 37.6 TMIN_Change = -1 Observation = 47 Value_Change = -0.8 TMIN_Change = 7.2 Observation = 46 Value_Change = 23.2 TMIN_Change = 0 Observation = 45 Value_Change = -22.6 TMIN_Change = 0.2 Observation = 44 Value_Change = 34 TMIN_Change = 2.8 Observation = 43 Value_Change = 2.6 TMIN_Change = -9 Observation = 42 Value_Change = -0.6 TMIN_Change = 2 Observation = 41 Value_Change = 69.4 TMIN_Change = 12.4 Observation = 40 Value_Change = 0.8 TMIN_Change = 1.4 Observation = 39 Value_Change = 26.8 TMIN_Change = -2 Observation = 38 Value_Change = 89.4 TMIN_Change = -1.4 Observation = 37 Value_Change = 19.4 TMIN_Change = 0 Observation = 36 Value_Change = 16.8 TMIN_Change = -0.4 Observation = 35 Value_Change = 19.8 TMIN_Change = 0 Observation = 34 Value_Change = -2 TMIN_Change = 1 Observation = 33 Value_Change = 23.2 TMIN_Change = -0.2 Observation = 32 Value_Change = 46 TMIN_Change = 1.4 Observation = 31 Value_Change = -7.2 TMIN_Change = 15.2 Observation = 30 Value_Change = 33.8 TMIN_Change = -22.2 Observation = 29 Value_Change = 4.8 TMIN_Change = -0.4 Observation = 28 Value_Change = -22 TMIN_Change = -3.6 Observation = 27 Value_Change = 8.6 TMIN_Change = 0 Observation = 26 Value_Change = 9.4 TMIN_Change = 4.2 Observation = 25 Value_Change = 58.8 TMIN_Change = 4.6 Observation = 24 Value_Change = -35.2 TMIN_Change = 5.4 Observation = 23 Value_Change = 0.8 TMIN_Change = -8.8 Observation = 22 Value_Change = -26.8 TMIN_Change = 2.6 Observation = 21 Value_Change = 25 TMIN_Change = -17.2 Observation = 20 Value_Change = 16 TMIN_Change = 0 Observation = 19 Value_Change = 16 TMIN_Change = 4.2 Observation = 18 Value_Change = 12.8 TMIN_Change = -0.6 Observation = 17 Value_Change = -4 TMIN_Change = 15 Observation = 16 Value_Change = 12.4 TMIN_Change = 16.6 Observation = 15 Value_Change = 31.2 TMIN_Change = 2 Observation = 14 Value_Change = 28.6 TMIN_Change = 9 Observation = 13 Value_Change = 53.2 TMIN_Change = 0.6 Observation = 12 Value_Change = 35.2 TMIN_Change = 31.8 Observation = 11 Value_Change = 22 TMIN_Change = 5.2 Observation = 10 Value_Change = 33 TMIN_Change = 6.6 Observation = 9 Value_Change = -17.4 TMIN_Change = 10.4 Observation = 8 Value_Change = -7.4 TMIN_Change = -2.6 Observation = 7 Value_Change = 23.8 TMIN_Change = 6.2 Observation = 6 Value_Change = 17 TMIN_Change = 4 Observation = 5 Value_Change = 31.8 TMIN_Change = -10.2 Observation = 4 Value_Change = -26 TMIN_Change = 0 Observation = 3 Value_Change = 20.2 TMIN_Change = -10 Observation = 2 Value_Change = 47 TMIN_Change = 1 Observation = 1
img15.png Value_Change = -4.6 TMAX_Change = -1.4 Observation = 93 Value_Change = 21.4 TMAX_Change = -3 Observation = 92 Value_Change = 15.6 TMAX_Change = -7 Observation = 91 Value_Change = -9.8 TMAX_Change = 1.4 Observation = 90 Value_Change = 29.8 TMAX_Change = -1.8 Observation = 89 Value_Change = 3 TMAX_Change = 1.2 Observation = 88 Value_Change = 18.8 TMAX_Change = -2.4 Observation = 87 Value_Change = 33.2 TMAX_Change = -1 Observation = 86 Value_Change = 11 TMAX_Change = 3.6 Observation = 85 Value_Change = 25.8 TMAX_Change = 2.4 Observation = 84 Value_Change = 23.8 TMAX_Change = -4.6 Observation = 83 Value_Change = 286.4 TMAX_Change = -1 Observation = 82 Value_Change = 6.4 TMAX_Change = -3.6 Observation = 81 Value_Change = 11 TMAX_Change = -5.2 Observation = 80 Value_Change = 7.2 TMAX_Change = 0 Observation = 79 Value_Change = -16.4 TMAX_Change = 4 Observation = 78 Value_Change = 17.6 TMAX_Change = 2.2 Observation = 77 Value_Change = 32.2 TMAX_Change = -2.4 Observation = 76 Value_Change = 6.2 TMAX_Change = -1 Observation = 75 Value_Change = 1.6 TMAX_Change = -0.8 Observation = 74 Value_Change = -2.8 TMAX_Change = 3 Observation = 73 Value_Change = 30.8 TMAX_Change = -0.6 Observation = 72 Value_Change = 22 TMAX_Change = -2 Observation = 71 Value_Change = 30 TMAX_Change = -2.2 Observation = 70 Value_Change = 18.2 TMAX_Change = 1.2 Observation = 69 Value_Change = 27.6 TMAX_Change = 2.2 Observation = 68 Value_Change = 31 TMAX_Change = 0.6 Observation = 67 Value_Change = -20.2 TMAX_Change = -2.8 Observation = 66 Value_Change = 7.4 TMAX_Change = 2 Observation = 65 Value_Change = 17.8 TMAX_Change = 1 Observation = 64 Value_Change = 9.6 TMAX_Change = 2.2 Observation = 63 Value_Change = -7.2 TMAX_Change = 2 Observation = 62 Value_Change = -19.2 TMAX_Change = -3.4 Observation = 61 Value_Change = 25.8 TMAX_Change = 0 Observation = 60 Value_Change = 38.8 TMAX_Change = 4.2 Observation = 59 Value_Change = 36.4 TMAX_Change = -3.6 Observation = 58 Value_Change = -16.8 TMAX_Change = 1.2 Observation = 57 Value_Change = 47.8 TMAX_Change = -3.2 Observation = 56 Value_Change = 62 TMAX_Change = 0 Observation = 55 Value_Change = 6 TMAX_Change = 0.4 Observation = 54 Value_Change = 38 TMAX_Change = 0.4 Observation = 53 Value_Change = 44.6 TMAX_Change = 0.2 Observation = 52 Value_Change = 4.6 TMAX_Change = 3.2 Observation = 51 Value_Change = 32.2 TMAX_Change = 1.6 Observation = 50 Value_Change = 20 TMAX_Change = 0 Observation = 49 Value_Change = -23.4 TMAX_Change = 1.4 Observation = 48 Value_Change = 37.6 TMAX_Change = -0.8 Observation = 47 Value_Change = -0.8 TMAX_Change = -1.4 Observation = 46 Value_Change = 23.2 TMAX_Change = 0 Observation = 45 Value_Change = -22.6 TMAX_Change = 2.4 Observation = 44 Value_Change = 34 TMAX_Change = -2 Observation = 43 Value_Change = 2.6 TMAX_Change = -3 Observation = 42 Value_Change = -0.6 TMAX_Change = 4.4 Observation = 41 Value_Change = 69.4 TMAX_Change = 0.6 Observation = 40 Value_Change = 0.8 TMAX_Change = 1.4 Observation = 39 Value_Change = 26.8 TMAX_Change = 5 Observation = 38 Value_Change = 89.4 TMAX_Change = -7 Observation = 37 Value_Change = 19.4 TMAX_Change = 0 Observation = 36 Value_Change = 16.8 TMAX_Change = 1.8 Observation = 35 Value_Change = 19.8 TMAX_Change = 0 Observation = 34 Value_Change = -2 TMAX_Change = -0.6 Observation = 33 Value_Change = 23.2 TMAX_Change = 0 Observation = 32 Value_Change = 46 TMAX_Change = 1 Observation = 31 Value_Change = -7.2 TMAX_Change = 10.2 Observation = 30 Value_Change = 33.8 TMAX_Change = -3 Observation = 29 Value_Change = 4.8 TMAX_Change = -1.2 Observation = 28 Value_Change = -22 TMAX_Change = -1.6 Observation = 27 Value_Change = 8.6 TMAX_Change = 0 Observation = 26 Value_Change = 9.4 TMAX_Change = 2.2 Observation = 25 Value_Change = 58.8 TMAX_Change = 0 Observation = 24 Value_Change = -35.2 TMAX_Change = -0.4 Observation = 23 Value_Change = 0.8 TMAX_Change = 1.8 Observation = 22 Value_Change = -26.8 TMAX_Change = 1.6 Observation = 21 Value_Change = 25 TMAX_Change = -2.4 Observation = 20 Value_Change = 16 TMAX_Change = 0 Observation = 19 Value_Change = 16 TMAX_Change = 0.4 Observation = 18 Value_Change = 12.8 TMAX_Change = 0.6 Observation = 17 Value_Change = -4 TMAX_Change = 0 Observation = 16 Value_Change = 12.4 TMAX_Change = 3.8 Observation = 15 Value_Change = 31.2 TMAX_Change = -2.4 Observation = 14 Value_Change = 28.6 TMAX_Change = -0.8 Observation = 13 Value_Change = 53.2 TMAX_Change = -4 Observation = 12 Value_Change = 35.2 TMAX_Change = 9.6 Observation = 11 Value_Change = 22 TMAX_Change = -2.6 Observation = 10 Value_Change = 33 TMAX_Change = -1.4 Observation = 9 Value_Change = -17.4 TMAX_Change = 1.2 Observation = 8 Value_Change = -7.4 TMAX_Change = -3.4 Observation = 7 Value_Change = 23.8 TMAX_Change = -4.2 Observation = 6 Value_Change = 17 TMAX_Change = 1.4 Observation = 5 Value_Change = 31.8 TMAX_Change = -3.8 Observation = 4 Value_Change = -26 TMAX_Change = 0 Observation = 3 Value_Change = 20.2 TMAX_Change = -0.4 Observation = 2 Value_Change = 47 TMAX_Change = 2.8 Observation = 1

Created:         Monday, May 11, 2020

CORRELATION MATRIX TO GET TOP PREDICTORS FOR TAXES

The CORR Procedure
9 Variables: Value_Change Unemployment_Change Pop_Density_Change CLDD_Change HTDD_Change PRCP_Change TAVG_Change TMIN_Change TMAX_Change
Pearson Correlation Coefficients, N = 93
Prob > |r| under H0: Rho=0
Value_Change
Value_Change
1.00000
 
Unemployment_Change
-0.31753
0.0019
TMAX_Change
-0.15663
0.1338
Unemployment_Change
Unemployment_Change
1.00000
 
PRCP_Change
-0.34940
0.0006
Value_Change
-0.31753
0.0019
Pop_Density_Change
Pop_Density_Change
1.00000
 
PRCP_Change
0.26337
0.0108
HTDD_Change
-0.24684
0.0171
CLDD_Change
CLDD_Change
1.00000
 
TAVG_Change
0.89200
<.0001
TMAX_Change
0.73692
<.0001
HTDD_Change
HTDD_Change
1.00000
 
TAVG_Change
-0.29655
0.0039
CLDD_Change
-0.25643
0.0131
PRCP_Change
PRCP_Change
1.00000
 
Unemployment_Change
-0.34940
0.0006
Pop_Density_Change
0.26337
0.0108
TAVG_Change
TAVG_Change
1.00000
 
CLDD_Change
0.89200
<.0001
TMIN_Change
0.83963
<.0001
TMIN_Change
TMIN_Change
1.00000
 
TAVG_Change
0.83963
<.0001
CLDD_Change
0.71179
<.0001
TMAX_Change
TMAX_Change
1.00000
 
TAVG_Change
0.73973
<.0001
CLDD_Change
0.73692
<.0001

Created:         Monday, May 11, 2020

LINEAR REGRESSION MODEL WITH USING TOP PREDICTIVE VARIABLES FOR TAXES

The GLM Procedure
Number of Observations Read 93
Number of Observations Used 93

Created:         Monday, May 11, 2020


LINEAR REGRESSION MODEL WITH USING TOP PREDICTIVE VARIABLES FOR TAXES

The GLM Procedure

Dependent Variable: Value_Change   
Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 12677.5443 6338.7722 5.38 0.0062
Error 90 106081.8268 1178.6870    
Corrected Total 92 118759.3712      
R-Square Coeff Var Root MSE Value_Change Mean
0.106750 181.4547 34.33201 18.92043
Source DF Type I SS Mean Square F Value Pr > F
Pop_Density_Change 1 194.50466 194.50466 0.17 0.6855
Unemployment_Change 1 12483.03968 12483.03968 10.59 0.0016
Source DF Type III SS Mean Square F Value Pr > F
Pop_Density_Change 1 703.90984 703.90984 0.60 0.4417
Unemployment_Change 1 12483.03968 12483.03968 10.59 0.0016
Parameter Estimate Standard
Error		 t Value Pr > |t|
Intercept -95.26740416 35.13386478 -2.71 0.0080
Pop_Density_Change 0.54655532 0.70725308 0.77 0.4417
Unemployment_Change -2.14131213 0.65798962 -3.25 0.0016
img16.png

Created:         Monday, May 11, 2020

MAP SHOWING PERCENTAGE CHANGE IN VALUE OF EXPENSE TOTALS BETWEEN 2012 AND 2017 ACROSS NORTH CAROLINA

img20.png

Created:         Monday, May 11, 2020

CORRELATION AND SCATTER PLOTS FOR EXPENSE TOTALS

The CORR Procedure
1 With Variables: Value_Change
8 Variables: Unemployment_Change Pop_Density_Change CLDD_Change HTDD_Change PRCP_Change TAVG_Change TMIN_Change TMAX_Change
Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
Value_Change 92 654.03696 971.87678 60171 -92.40000 5474
Unemployment_Change 92 -52.28261 5.72223 -4810 -66.00000 -35.00000
Pop_Density_Change 92 1.73913 5.17897 160.00000 -7.40000 16.80000
CLDD_Change 92 2.77174 15.27508 255.00000 -28.20000 86.20000
HTDD_Change 92 0.23913 8.66871 22.00000 -20.20000 26.40000
PRCP_Change 92 7.67174 16.07719 705.80000 -30.40000 45.60000
TAVG_Change 92 0.65652 3.67436 60.40000 -8.80000 15.40000
TMIN_Change 92 2.24783 7.54569 206.80000 -22.20000 31.80000
TMAX_Change 92 0.15000 2.83023 13.80000 -7.00000 10.20000
Pearson Correlation Coefficients, N = 92
Prob > |r| under H0: Rho=0
Value_Change
Unemployment_Change
0.12235
0.2453
CLDD_Change
0.06499
0.5382
HTDD_Change
0.06405
0.5441
Pop_Density_Change
0.06211
0.5564
TMAX_Change
0.05390
0.6099
TAVG_Change
0.04498
0.6703
TMIN_Change
-0.01054
0.9206
PRCP_Change
-0.00612
0.9538

Created:         Monday, May 11, 2020


CORRELATION AND SCATTER PLOTS FOR EXPENSE TOTALS

The CORR Procedure
img8.png Value_Change = -46.4 Unemployment_Change = -58 Observation = 92 Value_Change = 544.6 Unemployment_Change = -57.6 Observation = 91 Value_Change = 465.4 Unemployment_Change = -44.6 Observation = 90 Value_Change = 1015.4 Unemployment_Change = -59.6 Observation = 89 Value_Change = 586.6 Unemployment_Change = -41.2 Observation = 88 Value_Change = 1257.2 Unemployment_Change = -46 Observation = 87 Value_Change = -80 Unemployment_Change = -57.6 Observation = 86 Value_Change = 1846.2 Unemployment_Change = -45.2 Observation = 85 Value_Change = 844.4 Unemployment_Change = -45 Observation = 84 Value_Change = 168 Unemployment_Change = -54 Observation = 83 Value_Change = 412.2 Unemployment_Change = -49.4 Observation = 82 Value_Change = -36.6 Unemployment_Change = -44.2 Observation = 81 Value_Change = -82.6 Unemployment_Change = -50.6 Observation = 80 Value_Change = -0.8 Unemployment_Change = -66 Observation = 79 Value_Change = 2173.6 Unemployment_Change = -57.2 Observation = 78 Value_Change = 929.8 Unemployment_Change = -54.8 Observation = 77 Value_Change = 170 Unemployment_Change = -58.6 Observation = 76 Value_Change = -76.6 Unemployment_Change = -55.8 Observation = 75 Value_Change = 1492.2 Unemployment_Change = -49.4 Observation = 74 Value_Change = 523.8 Unemployment_Change = -54.6 Observation = 73 Value_Change = 882.8 Unemployment_Change = -56.8 Observation = 72 Value_Change = 648.2 Unemployment_Change = -54.8 Observation = 71 Value_Change = 21.4 Unemployment_Change = -50.8 Observation = 70 Value_Change = 1377.2 Unemployment_Change = -55.2 Observation = 69 Value_Change = 334 Unemployment_Change = -56.6 Observation = 68 Value_Change = -22.8 Unemployment_Change = -51.8 Observation = 67 Value_Change = 2216.2 Unemployment_Change = -47.2 Observation = 66 Value_Change = 1075.2 Unemployment_Change = -58.2 Observation = 65 Value_Change = 4666.2 Unemployment_Change = -55.8 Observation = 64 Value_Change = -75.4 Unemployment_Change = -45 Observation = 63 Value_Change = -76.8 Unemployment_Change = -48.8 Observation = 62 Value_Change = 1300.8 Unemployment_Change = -39.4 Observation = 61 Value_Change = 241.6 Unemployment_Change = -35 Observation = 60 Value_Change = -72.2 Unemployment_Change = -46 Observation = 59 Value_Change = 1145 Unemployment_Change = -47.8 Observation = 58 Value_Change = 589.8 Unemployment_Change = -50 Observation = 57 Value_Change = 196 Unemployment_Change = -57.6 Observation = 56 Value_Change = 481 Unemployment_Change = -50.6 Observation = 55 Value_Change = 123.2 Unemployment_Change = -63 Observation = 54 Value_Change = 450.6 Unemployment_Change = -53.4 Observation = 53 Value_Change = 110.2 Unemployment_Change = -58.4 Observation = 52 Value_Change = 113.4 Unemployment_Change = -55.2 Observation = 51 Value_Change = 678.4 Unemployment_Change = -55.2 Observation = 50 Value_Change = -54.4 Unemployment_Change = -55.6 Observation = 49 Value_Change = 656.2 Unemployment_Change = -51.2 Observation = 48 Value_Change = -21.6 Unemployment_Change = -55.6 Observation = 47 Value_Change = 119.4 Unemployment_Change = -57.6 Observation = 46 Value_Change = 4435.6 Unemployment_Change = -37.4 Observation = 45 Value_Change = 84.6 Unemployment_Change = -46.8 Observation = 44 Value_Change = -82.6 Unemployment_Change = -47.2 Observation = 43 Value_Change = 1496 Unemployment_Change = -49.4 Observation = 42 Value_Change = 704 Unemployment_Change = -56 Observation = 41 Value_Change = 5474 Unemployment_Change = -51.8 Observation = 40 Value_Change = 762.8 Unemployment_Change = -46.6 Observation = 39 Value_Change = 709.6 Unemployment_Change = -50.6 Observation = 38 Value_Change = 805.6 Unemployment_Change = -52.6 Observation = 37 Value_Change = 781.8 Unemployment_Change = -42.8 Observation = 36 Value_Change = 1307.2 Unemployment_Change = -56.2 Observation = 35 Value_Change = -67.6 Unemployment_Change = -52.6 Observation = 34 Value_Change = 42.2 Unemployment_Change = -51.6 Observation = 33 Value_Change = -75.2 Unemployment_Change = -46.8 Observation = 32 Value_Change = 524 Unemployment_Change = -46 Observation = 31 Value_Change = -70.2 Unemployment_Change = -47.2 Observation = 30 Value_Change = 358.4 Unemployment_Change = -57.2 Observation = 29 Value_Change = 221.2 Unemployment_Change = -55.6 Observation = 28 Value_Change = 21.2 Unemployment_Change = -52.4 Observation = 27 Value_Change = -81 Unemployment_Change = -49.4 Observation = 26 Value_Change = 1347.4 Unemployment_Change = -45.8 Observation = 25 Value_Change = 1452.6 Unemployment_Change = -51.6 Observation = 24 Value_Change = -90.4 Unemployment_Change = -56 Observation = 23 Value_Change = 647 Unemployment_Change = -58.2 Observation = 22 Value_Change = -29.2 Unemployment_Change = -52.2 Observation = 21 Value_Change = -92.4 Unemployment_Change = -55.4 Observation = 20 Value_Change = 253.6 Unemployment_Change = -51.2 Observation = 19 Value_Change = 385.6 Unemployment_Change = -59.4 Observation = 18 Value_Change = 1219.6 Unemployment_Change = -55.6 Observation = 17 Value_Change = -91.2 Unemployment_Change = -50.6 Observation = 16 Value_Change = -82 Unemployment_Change = -45.6 Observation = 15 Value_Change = 796 Unemployment_Change = -62 Observation = 14 Value_Change = 134.2 Unemployment_Change = -54.4 Observation = 13 Value_Change = 1591.8 Unemployment_Change = -57.2 Observation = 12 Value_Change = 226 Unemployment_Change = -52.8 Observation = 11 Value_Change = -58.4 Unemployment_Change = -50 Observation = 10 Value_Change = 1820.4 Unemployment_Change = -54.4 Observation = 9 Value_Change = 296 Unemployment_Change = -48.2 Observation = 8 Value_Change = 1082.4 Unemployment_Change = -52.8 Observation = 7 Value_Change = -64 Unemployment_Change = -59.4 Observation = 6 Value_Change = 1290.6 Unemployment_Change = -60.6 Observation = 5 Value_Change = -19.6 Unemployment_Change = -53.2 Observation = 4 Value_Change = 422.8 Unemployment_Change = -52 Observation = 3 Value_Change = 322.2 Unemployment_Change = -62.6 Observation = 2 Value_Change = 848.8 Unemployment_Change = -50.6 Observation = 1
img9.png Value_Change = -46.4 Pop_Density_Change = 0.4 Observation = 92 Value_Change = 544.6 Pop_Density_Change = -1.4 Observation = 91 Value_Change = 465.4 Pop_Density_Change = 0.2 Observation = 90 Value_Change = 1015.4 Pop_Density_Change = -0.6 Observation = 89 Value_Change = 586.6 Pop_Density_Change = -1 Observation = 88 Value_Change = 1257.2 Pop_Density_Change = 5.8 Observation = 87 Value_Change = -80 Pop_Density_Change = -5.2 Observation = 86 Value_Change = 1846.2 Pop_Density_Change = -4.2 Observation = 85 Value_Change = 844.4 Pop_Density_Change = 12.6 Observation = 84 Value_Change = 168 Pop_Density_Change = -1.8 Observation = 83 Value_Change = 412.2 Pop_Density_Change = 11.2 Observation = 82 Value_Change = -36.6 Pop_Density_Change = 1.4 Observation = 81 Value_Change = -82.6 Pop_Density_Change = 3 Observation = 80 Value_Change = -0.8 Pop_Density_Change = 1.6 Observation = 79 Value_Change = 2173.6 Pop_Density_Change = -1.6 Observation = 78 Value_Change = 929.8 Pop_Density_Change = -2.2 Observation = 77 Value_Change = 170 Pop_Density_Change = 1.6 Observation = 76 Value_Change = -76.6 Pop_Density_Change = -2.6 Observation = 75 Value_Change = 1492.2 Pop_Density_Change = -0.4 Observation = 74 Value_Change = 523.8 Pop_Density_Change = -1 Observation = 73 Value_Change = 882.8 Pop_Density_Change = 2.2 Observation = 72 Value_Change = 648.2 Pop_Density_Change = -2 Observation = 71 Value_Change = 21.4 Pop_Density_Change = -2.2 Observation = 70 Value_Change = 1377.2 Pop_Density_Change = -3.4 Observation = 69 Value_Change = 334 Pop_Density_Change = 0.6 Observation = 68 Value_Change = -22.8 Pop_Density_Change = 1.4 Observation = 67 Value_Change = 2216.2 Pop_Density_Change = 3.2 Observation = 66 Value_Change = 1075.2 Pop_Density_Change = 0.6 Observation = 65 Value_Change = 4666.2 Pop_Density_Change = 13.2 Observation = 64 Value_Change = -75.4 Pop_Density_Change = -2.2 Observation = 63 Value_Change = -76.8 Pop_Density_Change = -2.8 Observation = 62 Value_Change = 1300.8 Pop_Density_Change = 4.4 Observation = 61 Value_Change = 241.6 Pop_Density_Change = 2.2 Observation = 60 Value_Change = -72.2 Pop_Density_Change = -6.4 Observation = 59 Value_Change = 1145 Pop_Density_Change = -1.2 Observation = 58 Value_Change = 589.8 Pop_Density_Change = 7.8 Observation = 57 Value_Change = 196 Pop_Density_Change = -0.6 Observation = 56 Value_Change = 481 Pop_Density_Change = 11.4 Observation = 55 Value_Change = 123.2 Pop_Density_Change = 0.4 Observation = 54 Value_Change = 450.6 Pop_Density_Change = -4.4 Observation = 53 Value_Change = 110.2 Pop_Density_Change = 4.6 Observation = 52 Value_Change = 113.4 Pop_Density_Change = -4.2 Observation = 51 Value_Change = 678.4 Pop_Density_Change = 2.2 Observation = 50 Value_Change = -54.4 Pop_Density_Change = -4.6 Observation = 49 Value_Change = 656.2 Pop_Density_Change = 12.6 Observation = 48 Value_Change = -21.6 Pop_Density_Change = 6.4 Observation = 47 Value_Change = 119.4 Pop_Density_Change = 8 Observation = 46 Value_Change = 4435.6 Pop_Density_Change = -7.4 Observation = 45 Value_Change = 84.6 Pop_Density_Change = 7.2 Observation = 44 Value_Change = -82.6 Pop_Density_Change = -2.8 Observation = 43 Value_Change = 1496 Pop_Density_Change = 7.2 Observation = 42 Value_Change = 704 Pop_Density_Change = 4 Observation = 41 Value_Change = 5474 Pop_Density_Change = 8.2 Observation = 40 Value_Change = 762.8 Pop_Density_Change = -4.6 Observation = 39 Value_Change = 709.6 Pop_Density_Change = 5.8 Observation = 38 Value_Change = 805.6 Pop_Density_Change = 3.2 Observation = 37 Value_Change = 781.8 Pop_Density_Change = -3.2 Observation = 36 Value_Change = 1307.2 Pop_Density_Change = 5.8 Observation = 35 Value_Change = -67.6 Pop_Density_Change = 7.6 Observation = 34 Value_Change = 42.2 Pop_Density_Change = 5 Observation = 33 Value_Change = -75.2 Pop_Density_Change = -5.2 Observation = 32 Value_Change = 524 Pop_Density_Change = 10.4 Observation = 31 Value_Change = -70.2 Pop_Density_Change = -1 Observation = 30 Value_Change = 358.4 Pop_Density_Change = 2.6 Observation = 29 Value_Change = 221.2 Pop_Density_Change = 1.4 Observation = 28 Value_Change = 21.2 Pop_Density_Change = 5 Observation = 27 Value_Change = -81 Pop_Density_Change = 9.6 Observation = 26 Value_Change = 1347.4 Pop_Density_Change = 0.4 Observation = 25 Value_Change = 1452.6 Pop_Density_Change = -2.4 Observation = 24 Value_Change = -90.4 Pop_Density_Change = -2.6 Observation = 23 Value_Change = 647 Pop_Density_Change = 0 Observation = 22 Value_Change = -29.2 Pop_Density_Change = -4.4 Observation = 21 Value_Change = -92.4 Pop_Density_Change = 3.6 Observation = 20 Value_Change = 253.6 Pop_Density_Change = 10.4 Observation = 19 Value_Change = 385.6 Pop_Density_Change = 2 Observation = 18 Value_Change = 1219.6 Pop_Density_Change = -1.8 Observation = 17 Value_Change = -91.2 Pop_Density_Change = 1.8 Observation = 16 Value_Change = -82 Pop_Density_Change = 5.6 Observation = 15 Value_Change = 796 Pop_Density_Change = -0.2 Observation = 14 Value_Change = 134.2 Pop_Density_Change = 12.2 Observation = 13 Value_Change = 1591.8 Pop_Density_Change = 0.2 Observation = 12 Value_Change = 226 Pop_Density_Change = 5.6 Observation = 11 Value_Change = -58.4 Pop_Density_Change = 16.8 Observation = 10 Value_Change = 1820.4 Pop_Density_Change = -4 Observation = 9 Value_Change = 296 Pop_Density_Change = -6 Observation = 8 Value_Change = 1082.4 Pop_Density_Change = -0.8 Observation = 7 Value_Change = -64 Pop_Density_Change = -0.4 Observation = 6 Value_Change = 1290.6 Pop_Density_Change = -0.4 Observation = 5 Value_Change = -19.6 Pop_Density_Change = -5.4 Observation = 4 Value_Change = 422.8 Pop_Density_Change = 0.8 Observation = 3 Value_Change = 322.2 Pop_Density_Change = 0.6 Observation = 2 Value_Change = 848.8 Pop_Density_Change = 6.6 Observation = 1
img10.png Value_Change = -46.4 CLDD_Change = -6.4 Observation = 92 Value_Change = 544.6 CLDD_Change = -10.6 Observation = 91 Value_Change = 465.4 CLDD_Change = 21 Observation = 90 Value_Change = 1015.4 CLDD_Change = -19 Observation = 89 Value_Change = 586.6 CLDD_Change = 8.4 Observation = 88 Value_Change = 1257.2 CLDD_Change = -28.2 Observation = 87 Value_Change = -80 CLDD_Change = 7.2 Observation = 86 Value_Change = 1846.2 CLDD_Change = 0 Observation = 85 Value_Change = 844.4 CLDD_Change = -4.4 Observation = 84 Value_Change = 168 CLDD_Change = 13.2 Observation = 83 Value_Change = 412.2 CLDD_Change = 4.8 Observation = 82 Value_Change = -36.6 CLDD_Change = 34 Observation = 81 Value_Change = -82.6 CLDD_Change = -7 Observation = 80 Value_Change = -0.8 CLDD_Change = -2.6 Observation = 79 Value_Change = 2173.6 CLDD_Change = -9 Observation = 78 Value_Change = 929.8 CLDD_Change = -11.6 Observation = 77 Value_Change = 170 CLDD_Change = 0 Observation = 76 Value_Change = -76.6 CLDD_Change = -15.4 Observation = 75 Value_Change = 1492.2 CLDD_Change = 8.6 Observation = 74 Value_Change = 523.8 CLDD_Change = -3.4 Observation = 73 Value_Change = 882.8 CLDD_Change = -0.8 Observation = 72 Value_Change = 648.2 CLDD_Change = -0.2 Observation = 71 Value_Change = 21.4 CLDD_Change = -18.8 Observation = 70 Value_Change = 1377.2 CLDD_Change = 6 Observation = 69 Value_Change = 334 CLDD_Change = -11 Observation = 68 Value_Change = -22.8 CLDD_Change = 0.8 Observation = 67 Value_Change = 2216.2 CLDD_Change = 10.6 Observation = 66 Value_Change = 1075.2 CLDD_Change = 24 Observation = 65 Value_Change = 4666.2 CLDD_Change = 7.4 Observation = 64 Value_Change = -75.4 CLDD_Change = -11.8 Observation = 63 Value_Change = -76.8 CLDD_Change = 17.6 Observation = 62 Value_Change = 1300.8 CLDD_Change = 6.4 Observation = 61 Value_Change = 241.6 CLDD_Change = 7.2 Observation = 60 Value_Change = -72.2 CLDD_Change = 9.8 Observation = 59 Value_Change = 1145 CLDD_Change = -5.4 Observation = 58 Value_Change = 589.8 CLDD_Change = 0 Observation = 57 Value_Change = 196 CLDD_Change = 17 Observation = 56 Value_Change = 481 CLDD_Change = 6.4 Observation = 55 Value_Change = 123.2 CLDD_Change = -9.6 Observation = 54 Value_Change = 450.6 CLDD_Change = 8.8 Observation = 53 Value_Change = 110.2 CLDD_Change = 8.6 Observation = 52 Value_Change = 113.4 CLDD_Change = 9 Observation = 51 Value_Change = 678.4 CLDD_Change = 10.2 Observation = 50 Value_Change = -54.4 CLDD_Change = 0 Observation = 49 Value_Change = 656.2 CLDD_Change = 19.8 Observation = 48 Value_Change = -21.6 CLDD_Change = -5 Observation = 47 Value_Change = 119.4 CLDD_Change = 3.8 Observation = 46 Value_Change = 4435.6 CLDD_Change = 18.2 Observation = 45 Value_Change = 84.6 CLDD_Change = 0 Observation = 44 Value_Change = -82.6 CLDD_Change = 3 Observation = 43 Value_Change = 1496 CLDD_Change = -4.4 Observation = 42 Value_Change = 704 CLDD_Change = -16.2 Observation = 41 Value_Change = 5474 CLDD_Change = 19.8 Observation = 40 Value_Change = 762.8 CLDD_Change = 18.2 Observation = 39 Value_Change = 709.6 CLDD_Change = -0.6 Observation = 38 Value_Change = 805.6 CLDD_Change = 3.8 Observation = 37 Value_Change = 781.8 CLDD_Change = 0 Observation = 36 Value_Change = 1307.2 CLDD_Change = 4.4 Observation = 35 Value_Change = -67.6 CLDD_Change = 0 Observation = 34 Value_Change = 42.2 CLDD_Change = -5 Observation = 33 Value_Change = -75.2 CLDD_Change = 5 Observation = 32 Value_Change = 524 CLDD_Change = -0.8 Observation = 31 Value_Change = -70.2 CLDD_Change = 46.2 Observation = 30 Value_Change = 358.4 CLDD_Change = -21.8 Observation = 29 Value_Change = 221.2 CLDD_Change = -4.2 Observation = 28 Value_Change = 21.2 CLDD_Change = -2 Observation = 27 Value_Change = -81 CLDD_Change = 0 Observation = 26 Value_Change = 1347.4 CLDD_Change = 13.6 Observation = 25 Value_Change = 1452.6 CLDD_Change = 5 Observation = 24 Value_Change = -90.4 CLDD_Change = 3.8 Observation = 23 Value_Change = 647 CLDD_Change = 5.2 Observation = 22 Value_Change = -29.2 CLDD_Change = 9.2 Observation = 21 Value_Change = -92.4 CLDD_Change = -25.6 Observation = 20 Value_Change = 253.6 CLDD_Change = 0 Observation = 19 Value_Change = 385.6 CLDD_Change = 2.4 Observation = 18 Value_Change = 1219.6 CLDD_Change = -0.8 Observation = 17 Value_Change = -91.2 CLDD_Change = 20.2 Observation = 16 Value_Change = -82 CLDD_Change = 22 Observation = 15 Value_Change = 796 CLDD_Change = -0.2 Observation = 14 Value_Change = 134.2 CLDD_Change = 6.2 Observation = 13 Value_Change = 1591.8 CLDD_Change = -11 Observation = 12 Value_Change = 226 CLDD_Change = 86.2 Observation = 11 Value_Change = -58.4 CLDD_Change = 2.6 Observation = 10 Value_Change = 1820.4 CLDD_Change = 3.6 Observation = 9 Value_Change = 296 CLDD_Change = 17.2 Observation = 8 Value_Change = 1082.4 CLDD_Change = -7.8 Observation = 7 Value_Change = -64 CLDD_Change = -19.6 Observation = 6 Value_Change = 1290.6 CLDD_Change = -17 Observation = 5 Value_Change = -19.6 CLDD_Change = -13.6 Observation = 4 Value_Change = 422.8 CLDD_Change = 0 Observation = 3 Value_Change = 322.2 CLDD_Change = -10.6 Observation = 2 Value_Change = 848.8 CLDD_Change = 10 Observation = 1
img11.png Value_Change = -46.4 HTDD_Change = -3.8 Observation = 92 Value_Change = 544.6 HTDD_Change = -2.4 Observation = 91 Value_Change = 465.4 HTDD_Change = -2.6 Observation = 90 Value_Change = 1015.4 HTDD_Change = -5.8 Observation = 89 Value_Change = 586.6 HTDD_Change = -0.8 Observation = 88 Value_Change = 1257.2 HTDD_Change = -4.8 Observation = 87 Value_Change = -80 HTDD_Change = 3 Observation = 86 Value_Change = 1846.2 HTDD_Change = 0 Observation = 85 Value_Change = 844.4 HTDD_Change = 1.2 Observation = 84 Value_Change = 168 HTDD_Change = -3 Observation = 83 Value_Change = 412.2 HTDD_Change = -6.2 Observation = 82 Value_Change = -36.6 HTDD_Change = -1.4 Observation = 81 Value_Change = -82.6 HTDD_Change = -8.2 Observation = 80 Value_Change = -0.8 HTDD_Change = 3.6 Observation = 79 Value_Change = 2173.6 HTDD_Change = -3.4 Observation = 78 Value_Change = 929.8 HTDD_Change = 10 Observation = 77 Value_Change = 170 HTDD_Change = 1.8 Observation = 76 Value_Change = -76.6 HTDD_Change = -3.6 Observation = 75 Value_Change = 1492.2 HTDD_Change = -10.4 Observation = 74 Value_Change = 523.8 HTDD_Change = -4.8 Observation = 73 Value_Change = 882.8 HTDD_Change = -1.8 Observation = 72 Value_Change = 648.2 HTDD_Change = -5.2 Observation = 71 Value_Change = 21.4 HTDD_Change = 24.8 Observation = 70 Value_Change = 1377.2 HTDD_Change = 0.2 Observation = 69 Value_Change = 334 HTDD_Change = 6 Observation = 68 Value_Change = -22.8 HTDD_Change = -19.6 Observation = 67 Value_Change = 2216.2 HTDD_Change = 0.2 Observation = 66 Value_Change = 1075.2 HTDD_Change = 12.8 Observation = 65 Value_Change = 4666.2 HTDD_Change = 1 Observation = 64 Value_Change = -75.4 HTDD_Change = 11.4 Observation = 63 Value_Change = -76.8 HTDD_Change = -2.4 Observation = 62 Value_Change = 1300.8 HTDD_Change = -3.8 Observation = 61 Value_Change = 241.6 HTDD_Change = 0 Observation = 60 Value_Change = -72.2 HTDD_Change = -2.6 Observation = 59 Value_Change = 1145 HTDD_Change = 11.2 Observation = 58 Value_Change = 589.8 HTDD_Change = 0 Observation = 57 Value_Change = 196 HTDD_Change = -9.2 Observation = 56 Value_Change = 481 HTDD_Change = -8 Observation = 55 Value_Change = 123.2 HTDD_Change = 2.2 Observation = 54 Value_Change = 450.6 HTDD_Change = 4.6 Observation = 53 Value_Change = 110.2 HTDD_Change = -3.4 Observation = 52 Value_Change = 113.4 HTDD_Change = 17 Observation = 51 Value_Change = 678.4 HTDD_Change = -5 Observation = 50 Value_Change = -54.4 HTDD_Change = 0 Observation = 49 Value_Change = 656.2 HTDD_Change = -4.8 Observation = 48 Value_Change = -21.6 HTDD_Change = -4 Observation = 47 Value_Change = 119.4 HTDD_Change = -4.2 Observation = 46 Value_Change = 4435.6 HTDD_Change = 13.6 Observation = 45 Value_Change = 84.6 HTDD_Change = 4.6 Observation = 44 Value_Change = -82.6 HTDD_Change = 1.8 Observation = 43 Value_Change = 1496 HTDD_Change = -1.6 Observation = 42 Value_Change = 704 HTDD_Change = 4 Observation = 41 Value_Change = 5474 HTDD_Change = -2.8 Observation = 40 Value_Change = 762.8 HTDD_Change = -12.6 Observation = 39 Value_Change = 709.6 HTDD_Change = -6.8 Observation = 38 Value_Change = 805.6 HTDD_Change = -5.8 Observation = 37 Value_Change = 781.8 HTDD_Change = 0 Observation = 36 Value_Change = 1307.2 HTDD_Change = -8.6 Observation = 35 Value_Change = -67.6 HTDD_Change = 0 Observation = 34 Value_Change = 42.2 HTDD_Change = -2.6 Observation = 33 Value_Change = -75.2 HTDD_Change = 12.4 Observation = 32 Value_Change = 524 HTDD_Change = -8 Observation = 31 Value_Change = -70.2 HTDD_Change = 0 Observation = 30 Value_Change = 358.4 HTDD_Change = 20.2 Observation = 29 Value_Change = 221.2 HTDD_Change = 4.4 Observation = 28 Value_Change = 21.2 HTDD_Change = 24.4 Observation = 27 Value_Change = -81 HTDD_Change = 0 Observation = 26 Value_Change = 1347.4 HTDD_Change = 4.6 Observation = 25 Value_Change = 1452.6 HTDD_Change = 0.8 Observation = 24 Value_Change = -90.4 HTDD_Change = -10.8 Observation = 23 Value_Change = 647 HTDD_Change = 6 Observation = 22 Value_Change = -29.2 HTDD_Change = 4.6 Observation = 21 Value_Change = -92.4 HTDD_Change = 5.2 Observation = 20 Value_Change = 253.6 HTDD_Change = 0.8 Observation = 19 Value_Change = 385.6 HTDD_Change = -8.4 Observation = 18 Value_Change = 1219.6 HTDD_Change = -3 Observation = 17 Value_Change = -91.2 HTDD_Change = -7.8 Observation = 16 Value_Change = -82 HTDD_Change = -10.4 Observation = 15 Value_Change = 796 HTDD_Change = 1.8 Observation = 14 Value_Change = 134.2 HTDD_Change = -3.4 Observation = 13 Value_Change = 1591.8 HTDD_Change = -5.8 Observation = 12 Value_Change = 226 HTDD_Change = -20.2 Observation = 11 Value_Change = -58.4 HTDD_Change = 0.6 Observation = 10 Value_Change = 1820.4 HTDD_Change = 26.4 Observation = 9 Value_Change = 296 HTDD_Change = 2.4 Observation = 8 Value_Change = 1082.4 HTDD_Change = 23.4 Observation = 7 Value_Change = -64 HTDD_Change = -8.4 Observation = 6 Value_Change = 1290.6 HTDD_Change = -5.8 Observation = 5 Value_Change = -19.6 HTDD_Change = 13.2 Observation = 4 Value_Change = 422.8 HTDD_Change = 0 Observation = 3 Value_Change = 322.2 HTDD_Change = 5.8 Observation = 2 Value_Change = 848.8 HTDD_Change = -2 Observation = 1
img12.png Value_Change = -46.4 PRCP_Change = 10.8 Observation = 92 Value_Change = 544.6 PRCP_Change = 11.8 Observation = 91 Value_Change = 465.4 PRCP_Change = 4.6 Observation = 90 Value_Change = 1015.4 PRCP_Change = 21.8 Observation = 89 Value_Change = 586.6 PRCP_Change = 4.8 Observation = 88 Value_Change = 1257.2 PRCP_Change = 42 Observation = 87 Value_Change = -80 PRCP_Change = 9.2 Observation = 86 Value_Change = 1846.2 PRCP_Change = -28 Observation = 85 Value_Change = 844.4 PRCP_Change = 9.2 Observation = 84 Value_Change = 168 PRCP_Change = -2.8 Observation = 83 Value_Change = 412.2 PRCP_Change = 30.6 Observation = 82 Value_Change = -36.6 PRCP_Change = -7.6 Observation = 81 Value_Change = -82.6 PRCP_Change = 12.8 Observation = 80 Value_Change = -0.8 PRCP_Change = 16.4 Observation = 79 Value_Change = 2173.6 PRCP_Change = 1.6 Observation = 78 Value_Change = 929.8 PRCP_Change = 6 Observation = 77 Value_Change = 170 PRCP_Change = 25.2 Observation = 76 Value_Change = -76.6 PRCP_Change = 1.2 Observation = 75 Value_Change = 1492.2 PRCP_Change = 4.2 Observation = 74 Value_Change = 523.8 PRCP_Change = 29.8 Observation = 73 Value_Change = 882.8 PRCP_Change = 39.2 Observation = 72 Value_Change = 648.2 PRCP_Change = 27 Observation = 71 Value_Change = 21.4 PRCP_Change = 4.8 Observation = 70 Value_Change = 1377.2 PRCP_Change = -15.8 Observation = 69 Value_Change = 334 PRCP_Change = 13.2 Observation = 68 Value_Change = -22.8 PRCP_Change = 28.8 Observation = 67 Value_Change = 2216.2 PRCP_Change = -20.6 Observation = 66 Value_Change = 1075.2 PRCP_Change = 15.2 Observation = 65 Value_Change = 4666.2 PRCP_Change = 20.8 Observation = 64 Value_Change = -75.4 PRCP_Change = -6.6 Observation = 63 Value_Change = -76.8 PRCP_Change = -9.2 Observation = 62 Value_Change = 1300.8 PRCP_Change = 2 Observation = 61 Value_Change = 241.6 PRCP_Change = 20.4 Observation = 60 Value_Change = -72.2 PRCP_Change = -19.6 Observation = 59 Value_Change = 1145 PRCP_Change = 15.6 Observation = 58 Value_Change = 589.8 PRCP_Change = -14.6 Observation = 57 Value_Change = 196 PRCP_Change = 15.2 Observation = 56 Value_Change = 481 PRCP_Change = 25.4 Observation = 55 Value_Change = 123.2 PRCP_Change = 34.4 Observation = 54 Value_Change = 450.6 PRCP_Change = 2.2 Observation = 53 Value_Change = 110.2 PRCP_Change = 15.8 Observation = 52 Value_Change = 113.4 PRCP_Change = -15.6 Observation = 51 Value_Change = 678.4 PRCP_Change = 3.8 Observation = 50 Value_Change = -54.4 PRCP_Change = -13.8 Observation = 49 Value_Change = 656.2 PRCP_Change = 15 Observation = 48 Value_Change = -21.6 PRCP_Change = -0.6 Observation = 47 Value_Change = 119.4 PRCP_Change = 24.4 Observation = 46 Value_Change = 4435.6 PRCP_Change = -11.2 Observation = 45 Value_Change = 84.6 PRCP_Change = 2.4 Observation = 44 Value_Change = -82.6 PRCP_Change = 0.6 Observation = 43 Value_Change = 1496 PRCP_Change = 31.8 Observation = 42 Value_Change = 704 PRCP_Change = 1 Observation = 41 Value_Change = 5474 PRCP_Change = 10 Observation = 40 Value_Change = 762.8 PRCP_Change = -30.4 Observation = 39 Value_Change = 709.6 PRCP_Change = 10.8 Observation = 38 Value_Change = 805.6 PRCP_Change = -23.4 Observation = 37 Value_Change = 781.8 PRCP_Change = 0 Observation = 36 Value_Change = 1307.2 PRCP_Change = 19.8 Observation = 35 Value_Change = -67.6 PRCP_Change = 20.4 Observation = 34 Value_Change = 42.2 PRCP_Change = 20.6 Observation = 33 Value_Change = -75.2 PRCP_Change = 4.8 Observation = 32 Value_Change = 524 PRCP_Change = 1.6 Observation = 31 Value_Change = -70.2 PRCP_Change = 10.2 Observation = 30 Value_Change = 358.4 PRCP_Change = 23.4 Observation = 29 Value_Change = 221.2 PRCP_Change = 0 Observation = 28 Value_Change = 21.2 PRCP_Change = -18 Observation = 27 Value_Change = -81 PRCP_Change = 0 Observation = 26 Value_Change = 1347.4 PRCP_Change = -3.8 Observation = 25 Value_Change = 1452.6 PRCP_Change = -5.2 Observation = 24 Value_Change = -90.4 PRCP_Change = -8 Observation = 23 Value_Change = 647 PRCP_Change = 9.8 Observation = 22 Value_Change = -29.2 PRCP_Change = 2.2 Observation = 21 Value_Change = -92.4 PRCP_Change = 24.4 Observation = 20 Value_Change = 253.6 PRCP_Change = -17.8 Observation = 19 Value_Change = 385.6 PRCP_Change = 19.2 Observation = 18 Value_Change = 1219.6 PRCP_Change = 22.8 Observation = 17 Value_Change = -91.2 PRCP_Change = 5.4 Observation = 16 Value_Change = -82 PRCP_Change = -19.2 Observation = 15 Value_Change = 796 PRCP_Change = 19.4 Observation = 14 Value_Change = 134.2 PRCP_Change = 30.4 Observation = 13 Value_Change = 1591.8 PRCP_Change = 18.6 Observation = 12 Value_Change = 226 PRCP_Change = 5 Observation = 11 Value_Change = -58.4 PRCP_Change = 25.2 Observation = 10 Value_Change = 1820.4 PRCP_Change = 13.6 Observation = 9 Value_Change = 296 PRCP_Change = 0.6 Observation = 8 Value_Change = 1082.4 PRCP_Change = -2.2 Observation = 7 Value_Change = -64 PRCP_Change = 6.2 Observation = 6 Value_Change = 1290.6 PRCP_Change = 45.6 Observation = 5 Value_Change = -19.6 PRCP_Change = 10.2 Observation = 4 Value_Change = 422.8 PRCP_Change = 19.4 Observation = 3 Value_Change = 322.2 PRCP_Change = 11 Observation = 2 Value_Change = 848.8 PRCP_Change = -11.8 Observation = 1
img13.png Value_Change = -46.4 TAVG_Change = -0.2 Observation = 92 Value_Change = 544.6 TAVG_Change = -2.4 Observation = 91 Value_Change = 465.4 TAVG_Change = 4.2 Observation = 90 Value_Change = 1015.4 TAVG_Change = -5.2 Observation = 89 Value_Change = 586.6 TAVG_Change = 2.4 Observation = 88 Value_Change = 1257.2 TAVG_Change = -1.4 Observation = 87 Value_Change = -80 TAVG_Change = 0.4 Observation = 86 Value_Change = 1846.2 TAVG_Change = 0 Observation = 85 Value_Change = 844.4 TAVG_Change = -1.4 Observation = 84 Value_Change = 168 TAVG_Change = 2.4 Observation = 83 Value_Change = 412.2 TAVG_Change = 1.2 Observation = 82 Value_Change = -36.6 TAVG_Change = 7.2 Observation = 81 Value_Change = -82.6 TAVG_Change = -1.4 Observation = 80 Value_Change = -0.8 TAVG_Change = 0.4 Observation = 79 Value_Change = 2173.6 TAVG_Change = -2 Observation = 78 Value_Change = 929.8 TAVG_Change = -4.6 Observation = 77 Value_Change = 170 TAVG_Change = 0 Observation = 76 Value_Change = -76.6 TAVG_Change = -8 Observation = 75 Value_Change = 1492.2 TAVG_Change = 2.6 Observation = 74 Value_Change = 523.8 TAVG_Change = 0 Observation = 73 Value_Change = 882.8 TAVG_Change = -0.6 Observation = 72 Value_Change = 648.2 TAVG_Change = 0 Observation = 71 Value_Change = 21.4 TAVG_Change = 2.2 Observation = 70 Value_Change = 1377.2 TAVG_Change = 1 Observation = 69 Value_Change = 334 TAVG_Change = -4.6 Observation = 68 Value_Change = -22.8 TAVG_Change = 1 Observation = 67 Value_Change = 2216.2 TAVG_Change = 2.4 Observation = 66 Value_Change = 1075.2 TAVG_Change = 8.8 Observation = 65 Value_Change = 4666.2 TAVG_Change = 1.6 Observation = 64 Value_Change = -75.4 TAVG_Change = -4.2 Observation = 63 Value_Change = -76.8 TAVG_Change = 3.8 Observation = 62 Value_Change = 1300.8 TAVG_Change = 1.4 Observation = 61 Value_Change = 241.6 TAVG_Change = 1.6 Observation = 60 Value_Change = -72.2 TAVG_Change = 3 Observation = 59 Value_Change = 1145 TAVG_Change = -2.6 Observation = 58 Value_Change = 589.8 TAVG_Change = 0 Observation = 57 Value_Change = 196 TAVG_Change = 5.6 Observation = 56 Value_Change = 481 TAVG_Change = 2.6 Observation = 55 Value_Change = 123.2 TAVG_Change = -3.4 Observation = 54 Value_Change = 450.6 TAVG_Change = 1.6 Observation = 53 Value_Change = 110.2 TAVG_Change = 1.2 Observation = 52 Value_Change = 113.4 TAVG_Change = 2.2 Observation = 51 Value_Change = 678.4 TAVG_Change = 2.8 Observation = 50 Value_Change = -54.4 TAVG_Change = 0 Observation = 49 Value_Change = 656.2 TAVG_Change = 3.6 Observation = 48 Value_Change = -21.6 TAVG_Change = -1 Observation = 47 Value_Change = 119.4 TAVG_Change = 0.8 Observation = 46 Value_Change = 4435.6 TAVG_Change = 2 Observation = 45 Value_Change = 84.6 TAVG_Change = 0 Observation = 44 Value_Change = -82.6 TAVG_Change = 1.8 Observation = 43 Value_Change = 1496 TAVG_Change = -0.6 Observation = 42 Value_Change = 704 TAVG_Change = -4.6 Observation = 41 Value_Change = 5474 TAVG_Change = 3.6 Observation = 40 Value_Change = 762.8 TAVG_Change = 6.2 Observation = 39 Value_Change = 709.6 TAVG_Change = 0.2 Observation = 38 Value_Change = 805.6 TAVG_Change = 2.4 Observation = 37 Value_Change = 781.8 TAVG_Change = 0 Observation = 36 Value_Change = 1307.2 TAVG_Change = 1.2 Observation = 35 Value_Change = -67.6 TAVG_Change = 0 Observation = 34 Value_Change = 42.2 TAVG_Change = 0 Observation = 33 Value_Change = -75.2 TAVG_Change = 0 Observation = 32 Value_Change = 524 TAVG_Change = 0.8 Observation = 31 Value_Change = -70.2 TAVG_Change = 11.6 Observation = 30 Value_Change = 358.4 TAVG_Change = -8.8 Observation = 29 Value_Change = 221.2 TAVG_Change = -1 Observation = 28 Value_Change = 21.2 TAVG_Change = -2.4 Observation = 27 Value_Change = -81 TAVG_Change = 0 Observation = 26 Value_Change = 1347.4 TAVG_Change = 2.8 Observation = 25 Value_Change = 1452.6 TAVG_Change = 1.6 Observation = 24 Value_Change = -90.4 TAVG_Change = 1.6 Observation = 23 Value_Change = 647 TAVG_Change = -1.2 Observation = 22 Value_Change = -29.2 TAVG_Change = 1.8 Observation = 21 Value_Change = -92.4 TAVG_Change = -6.8 Observation = 20 Value_Change = 253.6 TAVG_Change = 0 Observation = 19 Value_Change = 385.6 TAVG_Change = 1.6 Observation = 18 Value_Change = 1219.6 TAVG_Change = 0.2 Observation = 17 Value_Change = -91.2 TAVG_Change = 5.2 Observation = 16 Value_Change = -82 TAVG_Change = 8 Observation = 15 Value_Change = 796 TAVG_Change = -1.2 Observation = 14 Value_Change = 134.2 TAVG_Change = 2 Observation = 13 Value_Change = 1591.8 TAVG_Change = -2.6 Observation = 12 Value_Change = 226 TAVG_Change = 15.4 Observation = 11 Value_Change = -58.4 TAVG_Change = 0.2 Observation = 10 Value_Change = 1820.4 TAVG_Change = 0.8 Observation = 9 Value_Change = 296 TAVG_Change = 4 Observation = 8 Value_Change = 1082.4 TAVG_Change = -3.2 Observation = 7 Value_Change = -64 TAVG_Change = -1.6 Observation = 6 Value_Change = 1290.6 TAVG_Change = 2 Observation = 5 Value_Change = -19.6 TAVG_Change = -6.2 Observation = 4 Value_Change = 422.8 TAVG_Change = 0 Observation = 3 Value_Change = 322.2 TAVG_Change = -3.6 Observation = 2 Value_Change = 848.8 TAVG_Change = 2.2 Observation = 1
img14.png Value_Change = -46.4 TMIN_Change = 3.6 Observation = 92 Value_Change = 544.6 TMIN_Change = -1 Observation = 91 Value_Change = 465.4 TMIN_Change = 13.8 Observation = 90 Value_Change = 1015.4 TMIN_Change = -0.8 Observation = 89 Value_Change = 586.6 TMIN_Change = 4.2 Observation = 88 Value_Change = 1257.2 TMIN_Change = 0.2 Observation = 87 Value_Change = -80 TMIN_Change = -1.4 Observation = 86 Value_Change = 1846.2 TMIN_Change = 0 Observation = 85 Value_Change = 844.4 TMIN_Change = -1.6 Observation = 84 Value_Change = 168 TMIN_Change = -0.4 Observation = 83 Value_Change = 412.2 TMIN_Change = -1.2 Observation = 82 Value_Change = -36.6 TMIN_Change = 11 Observation = 81 Value_Change = -82.6 TMIN_Change = 8.6 Observation = 80 Value_Change = -0.8 TMIN_Change = 4.2 Observation = 79 Value_Change = 2173.6 TMIN_Change = 3.6 Observation = 78 Value_Change = 929.8 TMIN_Change = -4 Observation = 77 Value_Change = 170 TMIN_Change = 0 Observation = 76 Value_Change = -76.6 TMIN_Change = -10.4 Observation = 75 Value_Change = 1492.2 TMIN_Change = 3 Observation = 74 Value_Change = 523.8 TMIN_Change = 6.8 Observation = 73 Value_Change = 882.8 TMIN_Change = 0.6 Observation = 72 Value_Change = 648.2 TMIN_Change = 1.6 Observation = 71 Value_Change = 21.4 TMIN_Change = 2.4 Observation = 70 Value_Change = 1377.2 TMIN_Change = 4.6 Observation = 69 Value_Change = 334 TMIN_Change = -10 Observation = 68 Value_Change = -22.8 TMIN_Change = 8.6 Observation = 67 Value_Change = 2216.2 TMIN_Change = 4.4 Observation = 66 Value_Change = 1075.2 TMIN_Change = 28.6 Observation = 65 Value_Change = 4666.2 TMIN_Change = 3.4 Observation = 64 Value_Change = -75.4 TMIN_Change = -7 Observation = 63 Value_Change = -76.8 TMIN_Change = 7 Observation = 62 Value_Change = 1300.8 TMIN_Change = 2.4 Observation = 61 Value_Change = 241.6 TMIN_Change = 0.4 Observation = 60 Value_Change = -72.2 TMIN_Change = 5.6 Observation = 59 Value_Change = 1145 TMIN_Change = -0.4 Observation = 58 Value_Change = 589.8 TMIN_Change = 0 Observation = 57 Value_Change = 196 TMIN_Change = 8 Observation = 56 Value_Change = 481 TMIN_Change = 5.6 Observation = 55 Value_Change = 123.2 TMIN_Change = -4 Observation = 54 Value_Change = 450.6 TMIN_Change = 4.8 Observation = 53 Value_Change = 110.2 TMIN_Change = 4.2 Observation = 52 Value_Change = 113.4 TMIN_Change = 0.4 Observation = 51 Value_Change = 678.4 TMIN_Change = 6 Observation = 50 Value_Change = -54.4 TMIN_Change = 0 Observation = 49 Value_Change = 656.2 TMIN_Change = 8.8 Observation = 48 Value_Change = -21.6 TMIN_Change = -1 Observation = 47 Value_Change = 119.4 TMIN_Change = 7.2 Observation = 46 Value_Change = 4435.6 TMIN_Change = -2.2 Observation = 45 Value_Change = 84.6 TMIN_Change = 0 Observation = 44 Value_Change = -82.6 TMIN_Change = 0.2 Observation = 43 Value_Change = 1496 TMIN_Change = 2.8 Observation = 42 Value_Change = 704 TMIN_Change = -9 Observation = 41 Value_Change = 5474 TMIN_Change = 2 Observation = 40 Value_Change = 762.8 TMIN_Change = 12.4 Observation = 39 Value_Change = 709.6 TMIN_Change = 1.4 Observation = 38 Value_Change = 805.6 TMIN_Change = -2 Observation = 37 Value_Change = 781.8 TMIN_Change = 0 Observation = 36 Value_Change = 1307.2 TMIN_Change = -0.4 Observation = 35 Value_Change = -67.6 TMIN_Change = 0 Observation = 34 Value_Change = 42.2 TMIN_Change = 1 Observation = 33 Value_Change = -75.2 TMIN_Change = -0.2 Observation = 32 Value_Change = 524 TMIN_Change = 1.4 Observation = 31 Value_Change = -70.2 TMIN_Change = 15.2 Observation = 30 Value_Change = 358.4 TMIN_Change = -22.2 Observation = 29 Value_Change = 221.2 TMIN_Change = -0.4 Observation = 28 Value_Change = 21.2 TMIN_Change = -3.6 Observation = 27 Value_Change = -81 TMIN_Change = 0 Observation = 26 Value_Change = 1347.4 TMIN_Change = 4.2 Observation = 25 Value_Change = 1452.6 TMIN_Change = 4.6 Observation = 24 Value_Change = -90.4 TMIN_Change = 5.4 Observation = 23 Value_Change = 647 TMIN_Change = -8.8 Observation = 22 Value_Change = -29.2 TMIN_Change = 2.6 Observation = 21 Value_Change = -92.4 TMIN_Change = -17.2 Observation = 20 Value_Change = 253.6 TMIN_Change = 0 Observation = 19 Value_Change = 385.6 TMIN_Change = 4.2 Observation = 18 Value_Change = 1219.6 TMIN_Change = -0.6 Observation = 17 Value_Change = -91.2 TMIN_Change = 15 Observation = 16 Value_Change = -82 TMIN_Change = 16.6 Observation = 15 Value_Change = 796 TMIN_Change = 2 Observation = 14 Value_Change = 134.2 TMIN_Change = 9 Observation = 13 Value_Change = 1591.8 TMIN_Change = 0.6 Observation = 12 Value_Change = 226 TMIN_Change = 31.8 Observation = 11 Value_Change = -58.4 TMIN_Change = 5.2 Observation = 10 Value_Change = 1820.4 TMIN_Change = 6.6 Observation = 9 Value_Change = 296 TMIN_Change = 10.4 Observation = 8 Value_Change = 1082.4 TMIN_Change = -2.6 Observation = 7 Value_Change = -64 TMIN_Change = 6.2 Observation = 6 Value_Change = 1290.6 TMIN_Change = 4 Observation = 5 Value_Change = -19.6 TMIN_Change = -10.2 Observation = 4 Value_Change = 422.8 TMIN_Change = 0 Observation = 3 Value_Change = 322.2 TMIN_Change = -10 Observation = 2 Value_Change = 848.8 TMIN_Change = 1 Observation = 1
img15.png Value_Change = -46.4 TMAX_Change = -1.4 Observation = 92 Value_Change = 544.6 TMAX_Change = -3 Observation = 91 Value_Change = 465.4 TMAX_Change = 0 Observation = 90 Value_Change = 1015.4 TMAX_Change = -7 Observation = 89 Value_Change = 586.6 TMAX_Change = 1.4 Observation = 88 Value_Change = 1257.2 TMAX_Change = -1.8 Observation = 87 Value_Change = -80 TMAX_Change = 1.2 Observation = 86 Value_Change = 1846.2 TMAX_Change = -2.4 Observation = 85 Value_Change = 844.4 TMAX_Change = -1 Observation = 84 Value_Change = 168 TMAX_Change = 3.6 Observation = 83 Value_Change = 412.2 TMAX_Change = 2.4 Observation = 82 Value_Change = -36.6 TMAX_Change = 5.4 Observation = 81 Value_Change = -82.6 TMAX_Change = -4.6 Observation = 80 Value_Change = -0.8 TMAX_Change = -1 Observation = 79 Value_Change = 2173.6 TMAX_Change = -3.6 Observation = 78 Value_Change = 929.8 TMAX_Change = -5.2 Observation = 77 Value_Change = 170 TMAX_Change = 0 Observation = 76 Value_Change = -76.6 TMAX_Change = 4 Observation = 75 Value_Change = 1492.2 TMAX_Change = 2.2 Observation = 74 Value_Change = 523.8 TMAX_Change = -2.4 Observation = 73 Value_Change = 882.8 TMAX_Change = -1 Observation = 72 Value_Change = 648.2 TMAX_Change = -0.8 Observation = 71 Value_Change = 21.4 TMAX_Change = 3 Observation = 70 Value_Change = 1377.2 TMAX_Change = -0.6 Observation = 69 Value_Change = 334 TMAX_Change = -2 Observation = 68 Value_Change = -22.8 TMAX_Change = -2.2 Observation = 67 Value_Change = 2216.2 TMAX_Change = 1.2 Observation = 66 Value_Change = 1075.2 TMAX_Change = 2.2 Observation = 65 Value_Change = 4666.2 TMAX_Change = 0.6 Observation = 64 Value_Change = -75.4 TMAX_Change = -2.8 Observation = 63 Value_Change = -76.8 TMAX_Change = 2 Observation = 62 Value_Change = 1300.8 TMAX_Change = 1 Observation = 61 Value_Change = 241.6 TMAX_Change = 2.2 Observation = 60 Value_Change = -72.2 TMAX_Change = 2 Observation = 59 Value_Change = 1145 TMAX_Change = -3.4 Observation = 58 Value_Change = 589.8 TMAX_Change = 0 Observation = 57 Value_Change = 196 TMAX_Change = 4.2 Observation = 56 Value_Change = 481 TMAX_Change = 1.2 Observation = 55 Value_Change = 123.2 TMAX_Change = -3.2 Observation = 54 Value_Change = 450.6 TMAX_Change = 0 Observation = 53 Value_Change = 110.2 TMAX_Change = 0.2 Observation = 52 Value_Change = 113.4 TMAX_Change = 3.2 Observation = 51 Value_Change = 678.4 TMAX_Change = 1.6 Observation = 50 Value_Change = -54.4 TMAX_Change = 0 Observation = 49 Value_Change = 656.2 TMAX_Change = 1.4 Observation = 48 Value_Change = -21.6 TMAX_Change = -0.8 Observation = 47 Value_Change = 119.4 TMAX_Change = -1.4 Observation = 46 Value_Change = 4435.6 TMAX_Change = 4.2 Observation = 45 Value_Change = 84.6 TMAX_Change = 0 Observation = 44 Value_Change = -82.6 TMAX_Change = 2.4 Observation = 43 Value_Change = 1496 TMAX_Change = -2 Observation = 42 Value_Change = 704 TMAX_Change = -3 Observation = 41 Value_Change = 5474 TMAX_Change = 4.4 Observation = 40 Value_Change = 762.8 TMAX_Change = 0.6 Observation = 39 Value_Change = 709.6 TMAX_Change = 1.4 Observation = 38 Value_Change = 805.6 TMAX_Change = 5 Observation = 37 Value_Change = 781.8 TMAX_Change = 0 Observation = 36 Value_Change = 1307.2 TMAX_Change = 1.8 Observation = 35 Value_Change = -67.6 TMAX_Change = 0 Observation = 34 Value_Change = 42.2 TMAX_Change = -0.6 Observation = 33 Value_Change = -75.2 TMAX_Change = 0 Observation = 32 Value_Change = 524 TMAX_Change = 1 Observation = 31 Value_Change = -70.2 TMAX_Change = 10.2 Observation = 30 Value_Change = 358.4 TMAX_Change = -3 Observation = 29 Value_Change = 221.2 TMAX_Change = -1.2 Observation = 28 Value_Change = 21.2 TMAX_Change = -1.6 Observation = 27 Value_Change = -81 TMAX_Change = 0 Observation = 26 Value_Change = 1347.4 TMAX_Change = 2.2 Observation = 25 Value_Change = 1452.6 TMAX_Change = 0 Observation = 24 Value_Change = -90.4 TMAX_Change = -0.4 Observation = 23 Value_Change = 647 TMAX_Change = 1.8 Observation = 22 Value_Change = -29.2 TMAX_Change = 1.6 Observation = 21 Value_Change = -92.4 TMAX_Change = -2.4 Observation = 20 Value_Change = 253.6 TMAX_Change = 0 Observation = 19 Value_Change = 385.6 TMAX_Change = 0.4 Observation = 18 Value_Change = 1219.6 TMAX_Change = 0.6 Observation = 17 Value_Change = -91.2 TMAX_Change = 0 Observation = 16 Value_Change = -82 TMAX_Change = 3.8 Observation = 15 Value_Change = 796 TMAX_Change = -2.4 Observation = 14 Value_Change = 134.2 TMAX_Change = -0.8 Observation = 13 Value_Change = 1591.8 TMAX_Change = -4 Observation = 12 Value_Change = 226 TMAX_Change = 9.6 Observation = 11 Value_Change = -58.4 TMAX_Change = -2.6 Observation = 10 Value_Change = 1820.4 TMAX_Change = -1.4 Observation = 9 Value_Change = 296 TMAX_Change = 1.2 Observation = 8 Value_Change = 1082.4 TMAX_Change = -3.4 Observation = 7 Value_Change = -64 TMAX_Change = -4.2 Observation = 6 Value_Change = 1290.6 TMAX_Change = 1.4 Observation = 5 Value_Change = -19.6 TMAX_Change = -3.8 Observation = 4 Value_Change = 422.8 TMAX_Change = 0 Observation = 3 Value_Change = 322.2 TMAX_Change = -0.4 Observation = 2 Value_Change = 848.8 TMAX_Change = 2.8 Observation = 1

Created:         Monday, May 11, 2020

CORRELATION MATRIX TO GET TOP PREDICTORS FOR EXPENSE TOTALS

The CORR Procedure
9 Variables: Value_Change Unemployment_Change Pop_Density_Change CLDD_Change HTDD_Change PRCP_Change TAVG_Change TMIN_Change TMAX_Change
Pearson Correlation Coefficients, N = 92
Prob > |r| under H0: Rho=0
Value_Change
Value_Change
1.00000
 
Unemployment_Change
0.12235
0.2453
CLDD_Change
0.06499
0.5382
Unemployment_Change
Unemployment_Change
1.00000
 
PRCP_Change
-0.35992
0.0004
TMAX_Change
0.30356
0.0033
Pop_Density_Change
Pop_Density_Change
1.00000
 
PRCP_Change
0.28935
0.0052
HTDD_Change
-0.26358
0.0111
CLDD_Change
CLDD_Change
1.00000
 
TAVG_Change
0.89032
<.0001
TMAX_Change
0.74844
<.0001
HTDD_Change
HTDD_Change
1.00000
 
TMIN_Change
-0.41275
<.0001
TAVG_Change
-0.36454
0.0004
PRCP_Change
PRCP_Change
1.00000
 
Unemployment_Change
-0.35992
0.0004
Pop_Density_Change
0.28935
0.0052
TAVG_Change
TAVG_Change
1.00000
 
CLDD_Change
0.89032
<.0001
TMIN_Change
0.86922
<.0001
TMIN_Change
TMIN_Change
1.00000
 
TAVG_Change
0.86922
<.0001
CLDD_Change
0.73784
<.0001
TMAX_Change
TMAX_Change
1.00000
 
TAVG_Change
0.75451
<.0001
CLDD_Change
0.74844
<.0001

Created:         Monday, May 11, 2020

LINEAR REGRESSION MODEL WITH USING TOP PREDICTIVE VARIABLES FOR EXPENSE TOTALS

The GLM Procedure
Number of Observations Read 92
Number of Observations Used 92

Created:         Monday, May 11, 2020


LINEAR REGRESSION MODEL WITH USING TOP PREDICTIVE VARIABLES FOR EXPENSE TOTALS

The GLM Procedure

Dependent Variable: Value_Change   
Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 1574905.88 787452.94 0.83 0.4391
Error 89 84378640.51 948074.61    
Corrected Total 91 85953546.39      
R-Square Coeff Var Root MSE Value_Change Mean
0.018323 148.8740 973.6912 654.0370
Source DF Type I SS Mean Square F Value Pr > F
Pop_Density_Change 1 331590.499 331590.499 0.35 0.5558
Unemployment_Change 1 1243315.381 1243315.381 1.31 0.2552
Source DF Type III SS Mean Square F Value Pr > F
Pop_Density_Change 1 288318.032 288318.032 0.30 0.5827
Unemployment_Change 1 1243315.381 1243315.381 1.31 0.2552
Parameter Estimate Standard
Error		 t Value Pr > |t|
Intercept 1703.740150 940.4608473 1.81 0.0734
Pop_Density_Change 10.875050 19.7204409 0.55 0.5827
Unemployment_Change 20.439231 17.8482303 1.15 0.2552
img16.png

Created:         Monday, May 11, 2020

MAP SHOWING PERCENTAGE CHANGE IN VALUE OF ANIMAL TOTALS BETWEEN 2012 AND 2017 ACROSS NORTH CAROLINA

img21.png

Created:         Monday, May 11, 2020

CORRELATION AND SCATTER PLOTS FOR ANIMAL TOTALS

The CORR Procedure
1 With Variables: Value_Change
8 Variables: Unemployment_Change Pop_Density_Change CLDD_Change HTDD_Change PRCP_Change TAVG_Change TMIN_Change TMAX_Change
Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
Value_Change 93 44.30753 230.27620 4121 -84.40000 2171
Unemployment_Change 93 -52.78280 5.54175 -4909 -66.00000 -35.00000
Pop_Density_Change 93 1.74839 5.08535 162.60000 -6.40000 16.80000
CLDD_Change 93 2.26022 15.20211 210.20000 -28.20000 86.20000
HTDD_Change 93 0.18710 9.81085 17.40000 -20.20000 51.40000
PRCP_Change 93 9.00000 15.99481 837.00000 -30.40000 45.60000
TAVG_Change 93 0.60000 3.68581 55.80000 -8.80000 15.40000
TMIN_Change 93 2.65806 8.17177 247.20000 -22.20000 31.80000
TMAX_Change 93 -0.04301 2.84328 -4.00000 -7.00000 10.20000
Pearson Correlation Coefficients, N = 93
Prob > |r| under H0: Rho=0
Value_Change
PRCP_Change
-0.25510
0.0136
Pop_Density_Change
-0.16559
0.1127
Unemployment_Change
0.12448
0.2345
TMAX_Change
-0.11174
0.2863
TMIN_Change
-0.05765
0.5831
HTDD_Change
0.04952
0.6374
TAVG_Change
-0.04223
0.6878
CLDD_Change
-0.02581
0.8060

Created:         Monday, May 11, 2020


CORRELATION AND SCATTER PLOTS FOR ANIMAL TOTALS

The CORR Procedure
img8.png Value_Change = -12.8 Unemployment_Change = -58 Observation = 93 Value_Change = 141.8 Unemployment_Change = -57.6 Observation = 92 Value_Change = 46 Unemployment_Change = -44.6 Observation = 91 Value_Change = -8.2 Unemployment_Change = -59.6 Observation = 90 Value_Change = 3.2 Unemployment_Change = -41.2 Observation = 89 Value_Change = -20 Unemployment_Change = -46 Observation = 88 Value_Change = -84.4 Unemployment_Change = -57.6 Observation = 87 Value_Change = 2171.4 Unemployment_Change = -45.2 Observation = 86 Value_Change = -44.4 Unemployment_Change = -45 Observation = 85 Value_Change = 142.6 Unemployment_Change = -54 Observation = 84 Value_Change = -26.4 Unemployment_Change = -49.4 Observation = 83 Value_Change = -36.4 Unemployment_Change = -50.6 Observation = 82 Value_Change = -46.6 Unemployment_Change = -66 Observation = 81 Value_Change = 6.6 Unemployment_Change = -57.2 Observation = 80 Value_Change = 27.4 Unemployment_Change = -54.8 Observation = 79 Value_Change = 9.2 Unemployment_Change = -58.6 Observation = 78 Value_Change = 14.2 Unemployment_Change = -55.8 Observation = 77 Value_Change = 37.8 Unemployment_Change = -49.4 Observation = 76 Value_Change = 92.2 Unemployment_Change = -54.6 Observation = 75 Value_Change = -3.8 Unemployment_Change = -56.8 Observation = 74 Value_Change = 174.2 Unemployment_Change = -54.8 Observation = 73 Value_Change = 13.8 Unemployment_Change = -50.8 Observation = 72 Value_Change = 0.8 Unemployment_Change = -55.2 Observation = 71 Value_Change = -10 Unemployment_Change = -56.6 Observation = 70 Value_Change = -72.8 Unemployment_Change = -51.8 Observation = 69 Value_Change = 143.6 Unemployment_Change = -47.2 Observation = 68 Value_Change = 3.6 Unemployment_Change = -58.2 Observation = 67 Value_Change = 44 Unemployment_Change = -55.8 Observation = 66 Value_Change = 62.6 Unemployment_Change = -45 Observation = 65 Value_Change = 21.2 Unemployment_Change = -48.8 Observation = 64 Value_Change = 54.8 Unemployment_Change = -39.4 Observation = 63 Value_Change = 28 Unemployment_Change = -35 Observation = 62 Value_Change = -11 Unemployment_Change = -46 Observation = 61 Value_Change = 9.8 Unemployment_Change = -47.8 Observation = 60 Value_Change = -24.2 Unemployment_Change = -50 Observation = 59 Value_Change = 18.8 Unemployment_Change = -57.6 Observation = 58 Value_Change = 67.8 Unemployment_Change = -57.4 Observation = 57 Value_Change = -67.4 Unemployment_Change = -50.6 Observation = 56 Value_Change = 2.6 Unemployment_Change = -63 Observation = 55 Value_Change = 80.8 Unemployment_Change = -53.4 Observation = 54 Value_Change = -17 Unemployment_Change = -57.2 Observation = 53 Value_Change = 13.4 Unemployment_Change = -56.6 Observation = 52 Value_Change = -45.2 Unemployment_Change = -58.4 Observation = 51 Value_Change = 58 Unemployment_Change = -55.2 Observation = 50 Value_Change = 77.2 Unemployment_Change = -55.2 Observation = 49 Value_Change = 34.2 Unemployment_Change = -55.6 Observation = 48 Value_Change = 32.2 Unemployment_Change = -51.2 Observation = 47 Value_Change = 15.2 Unemployment_Change = -55.6 Observation = 46 Value_Change = 8.6 Unemployment_Change = -57.6 Observation = 45 Value_Change = -17.4 Unemployment_Change = -46.8 Observation = 44 Value_Change = 9 Unemployment_Change = -47.2 Observation = 43 Value_Change = 31.8 Unemployment_Change = -49.4 Observation = 42 Value_Change = 101.6 Unemployment_Change = -56 Observation = 41 Value_Change = -21.2 Unemployment_Change = -51.8 Observation = 40 Value_Change = 44.2 Unemployment_Change = -46.6 Observation = 39 Value_Change = 11.2 Unemployment_Change = -50.6 Observation = 38 Value_Change = -22.8 Unemployment_Change = -52.6 Observation = 37 Value_Change = 16.4 Unemployment_Change = -61.6 Observation = 36 Value_Change = -9.6 Unemployment_Change = -42.8 Observation = 35 Value_Change = 36.8 Unemployment_Change = -56.2 Observation = 34 Value_Change = 33.4 Unemployment_Change = -52.6 Observation = 33 Value_Change = -18.6 Unemployment_Change = -51.6 Observation = 32 Value_Change = 22.4 Unemployment_Change = -46.8 Observation = 31 Value_Change = -80.8 Unemployment_Change = -46 Observation = 30 Value_Change = 19 Unemployment_Change = -47.2 Observation = 29 Value_Change = 110.2 Unemployment_Change = -57.2 Observation = 28 Value_Change = 22 Unemployment_Change = -55.6 Observation = 27 Value_Change = -42.8 Unemployment_Change = -49.4 Observation = 26 Value_Change = 46.2 Unemployment_Change = -45.8 Observation = 25 Value_Change = 47.8 Unemployment_Change = -51.6 Observation = 24 Value_Change = -8.6 Unemployment_Change = -56 Observation = 23 Value_Change = -21.2 Unemployment_Change = -58.2 Observation = 22 Value_Change = -51.8 Unemployment_Change = -52.2 Observation = 21 Value_Change = 130 Unemployment_Change = -55.4 Observation = 20 Value_Change = 14.4 Unemployment_Change = -51.2 Observation = 19 Value_Change = 21.4 Unemployment_Change = -59.4 Observation = 18 Value_Change = 34.8 Unemployment_Change = -55.6 Observation = 17 Value_Change = 85.8 Unemployment_Change = -50.6 Observation = 16 Value_Change = 91.6 Unemployment_Change = -45.6 Observation = 15 Value_Change = 294.4 Unemployment_Change = -62 Observation = 14 Value_Change = -4.4 Unemployment_Change = -54.4 Observation = 13 Value_Change = 14.6 Unemployment_Change = -57.2 Observation = 12 Value_Change = -29.8 Unemployment_Change = -52.8 Observation = 11 Value_Change = 20.8 Unemployment_Change = -50 Observation = 10 Value_Change = 61.8 Unemployment_Change = -54.4 Observation = 9 Value_Change = 11.2 Unemployment_Change = -48.2 Observation = 8 Value_Change = 43.6 Unemployment_Change = -52.8 Observation = 7 Value_Change = -30.4 Unemployment_Change = -59.4 Observation = 6 Value_Change = -27.6 Unemployment_Change = -60.6 Observation = 5 Value_Change = 30.2 Unemployment_Change = -53.2 Observation = 4 Value_Change = -40.8 Unemployment_Change = -52 Observation = 3 Value_Change = -5.8 Unemployment_Change = -62.6 Observation = 2 Value_Change = 20.6 Unemployment_Change = -50.6 Observation = 1
img9.png Value_Change = -12.8 Pop_Density_Change = 0.4 Observation = 93 Value_Change = 141.8 Pop_Density_Change = -1.4 Observation = 92 Value_Change = 46 Pop_Density_Change = 0.2 Observation = 91 Value_Change = -8.2 Pop_Density_Change = -0.6 Observation = 90 Value_Change = 3.2 Pop_Density_Change = -1 Observation = 89 Value_Change = -20 Pop_Density_Change = 5.8 Observation = 88 Value_Change = -84.4 Pop_Density_Change = -5.2 Observation = 87 Value_Change = 2171.4 Pop_Density_Change = -4.2 Observation = 86 Value_Change = -44.4 Pop_Density_Change = 12.6 Observation = 85 Value_Change = 142.6 Pop_Density_Change = -1.8 Observation = 84 Value_Change = -26.4 Pop_Density_Change = 11.2 Observation = 83 Value_Change = -36.4 Pop_Density_Change = 3 Observation = 82 Value_Change = -46.6 Pop_Density_Change = 1.6 Observation = 81 Value_Change = 6.6 Pop_Density_Change = -1.6 Observation = 80 Value_Change = 27.4 Pop_Density_Change = -2.2 Observation = 79 Value_Change = 9.2 Pop_Density_Change = 1.6 Observation = 78 Value_Change = 14.2 Pop_Density_Change = -2.6 Observation = 77 Value_Change = 37.8 Pop_Density_Change = -0.4 Observation = 76 Value_Change = 92.2 Pop_Density_Change = -1 Observation = 75 Value_Change = -3.8 Pop_Density_Change = 2.2 Observation = 74 Value_Change = 174.2 Pop_Density_Change = -2 Observation = 73 Value_Change = 13.8 Pop_Density_Change = -2.2 Observation = 72 Value_Change = 0.8 Pop_Density_Change = -3.4 Observation = 71 Value_Change = -10 Pop_Density_Change = 0.6 Observation = 70 Value_Change = -72.8 Pop_Density_Change = 1.4 Observation = 69 Value_Change = 143.6 Pop_Density_Change = 3.2 Observation = 68 Value_Change = 3.6 Pop_Density_Change = 0.6 Observation = 67 Value_Change = 44 Pop_Density_Change = 13.2 Observation = 66 Value_Change = 62.6 Pop_Density_Change = -2.2 Observation = 65 Value_Change = 21.2 Pop_Density_Change = -2.8 Observation = 64 Value_Change = 54.8 Pop_Density_Change = 4.4 Observation = 63 Value_Change = 28 Pop_Density_Change = 2.2 Observation = 62 Value_Change = -11 Pop_Density_Change = -6.4 Observation = 61 Value_Change = 9.8 Pop_Density_Change = -1.2 Observation = 60 Value_Change = -24.2 Pop_Density_Change = 7.8 Observation = 59 Value_Change = 18.8 Pop_Density_Change = -0.6 Observation = 58 Value_Change = 67.8 Pop_Density_Change = -2.2 Observation = 57 Value_Change = -67.4 Pop_Density_Change = 11.4 Observation = 56 Value_Change = 2.6 Pop_Density_Change = 0.4 Observation = 55 Value_Change = 80.8 Pop_Density_Change = -4.4 Observation = 54 Value_Change = -17 Pop_Density_Change = 3.4 Observation = 53 Value_Change = 13.4 Pop_Density_Change = 2.4 Observation = 52 Value_Change = -45.2 Pop_Density_Change = 4.6 Observation = 51 Value_Change = 58 Pop_Density_Change = -4.2 Observation = 50 Value_Change = 77.2 Pop_Density_Change = 2.2 Observation = 49 Value_Change = 34.2 Pop_Density_Change = -4.6 Observation = 48 Value_Change = 32.2 Pop_Density_Change = 12.6 Observation = 47 Value_Change = 15.2 Pop_Density_Change = 6.4 Observation = 46 Value_Change = 8.6 Pop_Density_Change = 8 Observation = 45 Value_Change = -17.4 Pop_Density_Change = 7.2 Observation = 44 Value_Change = 9 Pop_Density_Change = -2.8 Observation = 43 Value_Change = 31.8 Pop_Density_Change = 7.2 Observation = 42 Value_Change = 101.6 Pop_Density_Change = 4 Observation = 41 Value_Change = -21.2 Pop_Density_Change = 8.2 Observation = 40 Value_Change = 44.2 Pop_Density_Change = -4.6 Observation = 39 Value_Change = 11.2 Pop_Density_Change = 5.8 Observation = 38 Value_Change = -22.8 Pop_Density_Change = 3.2 Observation = 37 Value_Change = 16.4 Pop_Density_Change = -2 Observation = 36 Value_Change = -9.6 Pop_Density_Change = -3.2 Observation = 35 Value_Change = 36.8 Pop_Density_Change = 5.8 Observation = 34 Value_Change = 33.4 Pop_Density_Change = 7.6 Observation = 33 Value_Change = -18.6 Pop_Density_Change = 5 Observation = 32 Value_Change = 22.4 Pop_Density_Change = -5.2 Observation = 31 Value_Change = -80.8 Pop_Density_Change = 10.4 Observation = 30 Value_Change = 19 Pop_Density_Change = -1 Observation = 29 Value_Change = 110.2 Pop_Density_Change = 2.6 Observation = 28 Value_Change = 22 Pop_Density_Change = 1.4 Observation = 27 Value_Change = -42.8 Pop_Density_Change = 9.6 Observation = 26 Value_Change = 46.2 Pop_Density_Change = 0.4 Observation = 25 Value_Change = 47.8 Pop_Density_Change = -2.4 Observation = 24 Value_Change = -8.6 Pop_Density_Change = -2.6 Observation = 23 Value_Change = -21.2 Pop_Density_Change = 0 Observation = 22 Value_Change = -51.8 Pop_Density_Change = -4.4 Observation = 21 Value_Change = 130 Pop_Density_Change = 3.6 Observation = 20 Value_Change = 14.4 Pop_Density_Change = 10.4 Observation = 19 Value_Change = 21.4 Pop_Density_Change = 2 Observation = 18 Value_Change = 34.8 Pop_Density_Change = -1.8 Observation = 17 Value_Change = 85.8 Pop_Density_Change = 1.8 Observation = 16 Value_Change = 91.6 Pop_Density_Change = 5.6 Observation = 15 Value_Change = 294.4 Pop_Density_Change = -0.2 Observation = 14 Value_Change = -4.4 Pop_Density_Change = 12.2 Observation = 13 Value_Change = 14.6 Pop_Density_Change = 0.2 Observation = 12 Value_Change = -29.8 Pop_Density_Change = 5.6 Observation = 11 Value_Change = 20.8 Pop_Density_Change = 16.8 Observation = 10 Value_Change = 61.8 Pop_Density_Change = -4 Observation = 9 Value_Change = 11.2 Pop_Density_Change = -6 Observation = 8 Value_Change = 43.6 Pop_Density_Change = -0.8 Observation = 7 Value_Change = -30.4 Pop_Density_Change = -0.4 Observation = 6 Value_Change = -27.6 Pop_Density_Change = -0.4 Observation = 5 Value_Change = 30.2 Pop_Density_Change = -5.4 Observation = 4 Value_Change = -40.8 Pop_Density_Change = 0.8 Observation = 3 Value_Change = -5.8 Pop_Density_Change = 0.6 Observation = 2 Value_Change = 20.6 Pop_Density_Change = 6.6 Observation = 1
img10.png Value_Change = -12.8 CLDD_Change = -6.4 Observation = 93 Value_Change = 141.8 CLDD_Change = -10.6 Observation = 92 Value_Change = 46 CLDD_Change = 21 Observation = 91 Value_Change = -8.2 CLDD_Change = -19 Observation = 90 Value_Change = 3.2 CLDD_Change = 8.4 Observation = 89 Value_Change = -20 CLDD_Change = -28.2 Observation = 88 Value_Change = -84.4 CLDD_Change = 7.2 Observation = 87 Value_Change = 2171.4 CLDD_Change = 0 Observation = 86 Value_Change = -44.4 CLDD_Change = -4.4 Observation = 85 Value_Change = 142.6 CLDD_Change = 13.2 Observation = 84 Value_Change = -26.4 CLDD_Change = 4.8 Observation = 83 Value_Change = -36.4 CLDD_Change = -7 Observation = 82 Value_Change = -46.6 CLDD_Change = -2.6 Observation = 81 Value_Change = 6.6 CLDD_Change = -9 Observation = 80 Value_Change = 27.4 CLDD_Change = -11.6 Observation = 79 Value_Change = 9.2 CLDD_Change = 0 Observation = 78 Value_Change = 14.2 CLDD_Change = -15.4 Observation = 77 Value_Change = 37.8 CLDD_Change = 8.6 Observation = 76 Value_Change = 92.2 CLDD_Change = -3.4 Observation = 75 Value_Change = -3.8 CLDD_Change = -0.8 Observation = 74 Value_Change = 174.2 CLDD_Change = -0.2 Observation = 73 Value_Change = 13.8 CLDD_Change = -18.8 Observation = 72 Value_Change = 0.8 CLDD_Change = 6 Observation = 71 Value_Change = -10 CLDD_Change = -11 Observation = 70 Value_Change = -72.8 CLDD_Change = 0.8 Observation = 69 Value_Change = 143.6 CLDD_Change = 10.6 Observation = 68 Value_Change = 3.6 CLDD_Change = 24 Observation = 67 Value_Change = 44 CLDD_Change = 7.4 Observation = 66 Value_Change = 62.6 CLDD_Change = -11.8 Observation = 65 Value_Change = 21.2 CLDD_Change = 17.6 Observation = 64 Value_Change = 54.8 CLDD_Change = 6.4 Observation = 63 Value_Change = 28 CLDD_Change = 7.2 Observation = 62 Value_Change = -11 CLDD_Change = 9.8 Observation = 61 Value_Change = 9.8 CLDD_Change = -5.4 Observation = 60 Value_Change = -24.2 CLDD_Change = 0 Observation = 59 Value_Change = 18.8 CLDD_Change = 17 Observation = 58 Value_Change = 67.8 CLDD_Change = 4.2 Observation = 57 Value_Change = -67.4 CLDD_Change = 6.4 Observation = 56 Value_Change = 2.6 CLDD_Change = -9.6 Observation = 55 Value_Change = 80.8 CLDD_Change = 8.8 Observation = 54 Value_Change = -17 CLDD_Change = 24.2 Observation = 53 Value_Change = 13.4 CLDD_Change = 3 Observation = 52 Value_Change = -45.2 CLDD_Change = 8.6 Observation = 51 Value_Change = 58 CLDD_Change = 9 Observation = 50 Value_Change = 77.2 CLDD_Change = 10.2 Observation = 49 Value_Change = 34.2 CLDD_Change = 0 Observation = 48 Value_Change = 32.2 CLDD_Change = 19.8 Observation = 47 Value_Change = 15.2 CLDD_Change = -5 Observation = 46 Value_Change = 8.6 CLDD_Change = 3.8 Observation = 45 Value_Change = -17.4 CLDD_Change = 0 Observation = 44 Value_Change = 9 CLDD_Change = 3 Observation = 43 Value_Change = 31.8 CLDD_Change = -4.4 Observation = 42 Value_Change = 101.6 CLDD_Change = -16.2 Observation = 41 Value_Change = -21.2 CLDD_Change = 19.8 Observation = 40 Value_Change = 44.2 CLDD_Change = 18.2 Observation = 39 Value_Change = 11.2 CLDD_Change = -0.6 Observation = 38 Value_Change = -22.8 CLDD_Change = 3.8 Observation = 37 Value_Change = 16.4 CLDD_Change = -26 Observation = 36 Value_Change = -9.6 CLDD_Change = 0 Observation = 35 Value_Change = 36.8 CLDD_Change = 4.4 Observation = 34 Value_Change = 33.4 CLDD_Change = 0 Observation = 33 Value_Change = -18.6 CLDD_Change = -5 Observation = 32 Value_Change = 22.4 CLDD_Change = 5 Observation = 31 Value_Change = -80.8 CLDD_Change = -0.8 Observation = 30 Value_Change = 19 CLDD_Change = 46.2 Observation = 29 Value_Change = 110.2 CLDD_Change = -21.8 Observation = 28 Value_Change = 22 CLDD_Change = -4.2 Observation = 27 Value_Change = -42.8 CLDD_Change = 0 Observation = 26 Value_Change = 46.2 CLDD_Change = 13.6 Observation = 25 Value_Change = 47.8 CLDD_Change = 5 Observation = 24 Value_Change = -8.6 CLDD_Change = 3.8 Observation = 23 Value_Change = -21.2 CLDD_Change = 5.2 Observation = 22 Value_Change = -51.8 CLDD_Change = 9.2 Observation = 21 Value_Change = 130 CLDD_Change = -25.6 Observation = 20 Value_Change = 14.4 CLDD_Change = 0 Observation = 19 Value_Change = 21.4 CLDD_Change = 2.4 Observation = 18 Value_Change = 34.8 CLDD_Change = -0.8 Observation = 17 Value_Change = 85.8 CLDD_Change = 20.2 Observation = 16 Value_Change = 91.6 CLDD_Change = 22 Observation = 15 Value_Change = 294.4 CLDD_Change = -0.2 Observation = 14 Value_Change = -4.4 CLDD_Change = 6.2 Observation = 13 Value_Change = 14.6 CLDD_Change = -11 Observation = 12 Value_Change = -29.8 CLDD_Change = 86.2 Observation = 11 Value_Change = 20.8 CLDD_Change = 2.6 Observation = 10 Value_Change = 61.8 CLDD_Change = 3.6 Observation = 9 Value_Change = 11.2 CLDD_Change = 17.2 Observation = 8 Value_Change = 43.6 CLDD_Change = -7.8 Observation = 7 Value_Change = -30.4 CLDD_Change = -19.6 Observation = 6 Value_Change = -27.6 CLDD_Change = -17 Observation = 5 Value_Change = 30.2 CLDD_Change = -13.6 Observation = 4 Value_Change = -40.8 CLDD_Change = 0 Observation = 3 Value_Change = -5.8 CLDD_Change = -10.6 Observation = 2 Value_Change = 20.6 CLDD_Change = 10 Observation = 1
img11.png Value_Change = -12.8 HTDD_Change = -3.8 Observation = 93 Value_Change = 141.8 HTDD_Change = -2.4 Observation = 92 Value_Change = 46 HTDD_Change = -2.6 Observation = 91 Value_Change = -8.2 HTDD_Change = -5.8 Observation = 90 Value_Change = 3.2 HTDD_Change = -0.8 Observation = 89 Value_Change = -20 HTDD_Change = -4.8 Observation = 88 Value_Change = -84.4 HTDD_Change = 3 Observation = 87 Value_Change = 2171.4 HTDD_Change = 0 Observation = 86 Value_Change = -44.4 HTDD_Change = 1.2 Observation = 85 Value_Change = 142.6 HTDD_Change = -3 Observation = 84 Value_Change = -26.4 HTDD_Change = -6.2 Observation = 83 Value_Change = -36.4 HTDD_Change = -8.2 Observation = 82 Value_Change = -46.6 HTDD_Change = 3.6 Observation = 81 Value_Change = 6.6 HTDD_Change = -3.4 Observation = 80 Value_Change = 27.4 HTDD_Change = 10 Observation = 79 Value_Change = 9.2 HTDD_Change = 1.8 Observation = 78 Value_Change = 14.2 HTDD_Change = -3.6 Observation = 77 Value_Change = 37.8 HTDD_Change = -10.4 Observation = 76 Value_Change = 92.2 HTDD_Change = -4.8 Observation = 75 Value_Change = -3.8 HTDD_Change = -1.8 Observation = 74 Value_Change = 174.2 HTDD_Change = -5.2 Observation = 73 Value_Change = 13.8 HTDD_Change = 24.8 Observation = 72 Value_Change = 0.8 HTDD_Change = 0.2 Observation = 71 Value_Change = -10 HTDD_Change = 6 Observation = 70 Value_Change = -72.8 HTDD_Change = -19.6 Observation = 69 Value_Change = 143.6 HTDD_Change = 0.2 Observation = 68 Value_Change = 3.6 HTDD_Change = 12.8 Observation = 67 Value_Change = 44 HTDD_Change = 1 Observation = 66 Value_Change = 62.6 HTDD_Change = 11.4 Observation = 65 Value_Change = 21.2 HTDD_Change = -2.4 Observation = 64 Value_Change = 54.8 HTDD_Change = -3.8 Observation = 63 Value_Change = 28 HTDD_Change = 0 Observation = 62 Value_Change = -11 HTDD_Change = -2.6 Observation = 61 Value_Change = 9.8 HTDD_Change = 11.2 Observation = 60 Value_Change = -24.2 HTDD_Change = 0 Observation = 59 Value_Change = 18.8 HTDD_Change = -9.2 Observation = 58 Value_Change = 67.8 HTDD_Change = 51.4 Observation = 57 Value_Change = -67.4 HTDD_Change = -8 Observation = 56 Value_Change = 2.6 HTDD_Change = 2.2 Observation = 55 Value_Change = 80.8 HTDD_Change = 4.6 Observation = 54 Value_Change = -17 HTDD_Change = -10.8 Observation = 53 Value_Change = 13.4 HTDD_Change = -5.2 Observation = 52 Value_Change = -45.2 HTDD_Change = -3.4 Observation = 51 Value_Change = 58 HTDD_Change = 17 Observation = 50 Value_Change = 77.2 HTDD_Change = -5 Observation = 49 Value_Change = 34.2 HTDD_Change = 0 Observation = 48 Value_Change = 32.2 HTDD_Change = -4.8 Observation = 47 Value_Change = 15.2 HTDD_Change = -4 Observation = 46 Value_Change = 8.6 HTDD_Change = -4.2 Observation = 45 Value_Change = -17.4 HTDD_Change = 4.6 Observation = 44 Value_Change = 9 HTDD_Change = 1.8 Observation = 43 Value_Change = 31.8 HTDD_Change = -1.6 Observation = 42 Value_Change = 101.6 HTDD_Change = 4 Observation = 41 Value_Change = -21.2 HTDD_Change = -2.8 Observation = 40 Value_Change = 44.2 HTDD_Change = -12.6 Observation = 39 Value_Change = 11.2 HTDD_Change = -6.8 Observation = 38 Value_Change = -22.8 HTDD_Change = -5.8 Observation = 37 Value_Change = 16.4 HTDD_Change = -3.4 Observation = 36 Value_Change = -9.6 HTDD_Change = 0 Observation = 35 Value_Change = 36.8 HTDD_Change = -8.6 Observation = 34 Value_Change = 33.4 HTDD_Change = 0 Observation = 33 Value_Change = -18.6 HTDD_Change = -2.6 Observation = 32 Value_Change = 22.4 HTDD_Change = 12.4 Observation = 31 Value_Change = -80.8 HTDD_Change = -8 Observation = 30 Value_Change = 19 HTDD_Change = 0 Observation = 29 Value_Change = 110.2 HTDD_Change = 20.2 Observation = 28 Value_Change = 22 HTDD_Change = 4.4 Observation = 27 Value_Change = -42.8 HTDD_Change = 0 Observation = 26 Value_Change = 46.2 HTDD_Change = 4.6 Observation = 25 Value_Change = 47.8 HTDD_Change = 0.8 Observation = 24 Value_Change = -8.6 HTDD_Change = -10.8 Observation = 23 Value_Change = -21.2 HTDD_Change = 6 Observation = 22 Value_Change = -51.8 HTDD_Change = 4.6 Observation = 21 Value_Change = 130 HTDD_Change = 5.2 Observation = 20 Value_Change = 14.4 HTDD_Change = 0.8 Observation = 19 Value_Change = 21.4 HTDD_Change = -8.4 Observation = 18 Value_Change = 34.8 HTDD_Change = -3 Observation = 17 Value_Change = 85.8 HTDD_Change = -7.8 Observation = 16 Value_Change = 91.6 HTDD_Change = -10.4 Observation = 15 Value_Change = 294.4 HTDD_Change = 1.8 Observation = 14 Value_Change = -4.4 HTDD_Change = -3.4 Observation = 13 Value_Change = 14.6 HTDD_Change = -5.8 Observation = 12 Value_Change = -29.8 HTDD_Change = -20.2 Observation = 11 Value_Change = 20.8 HTDD_Change = 0.6 Observation = 10 Value_Change = 61.8 HTDD_Change = 26.4 Observation = 9 Value_Change = 11.2 HTDD_Change = 2.4 Observation = 8 Value_Change = 43.6 HTDD_Change = 23.4 Observation = 7 Value_Change = -30.4 HTDD_Change = -8.4 Observation = 6 Value_Change = -27.6 HTDD_Change = -5.8 Observation = 5 Value_Change = 30.2 HTDD_Change = 13.2 Observation = 4 Value_Change = -40.8 HTDD_Change = 0 Observation = 3 Value_Change = -5.8 HTDD_Change = 5.8 Observation = 2 Value_Change = 20.6 HTDD_Change = -2 Observation = 1
img12.png Value_Change = -12.8 PRCP_Change = 10.8 Observation = 93 Value_Change = 141.8 PRCP_Change = 11.8 Observation = 92 Value_Change = 46 PRCP_Change = 4.6 Observation = 91 Value_Change = -8.2 PRCP_Change = 21.8 Observation = 90 Value_Change = 3.2 PRCP_Change = 4.8 Observation = 89 Value_Change = -20 PRCP_Change = 42 Observation = 88 Value_Change = -84.4 PRCP_Change = 9.2 Observation = 87 Value_Change = 2171.4 PRCP_Change = -28 Observation = 86 Value_Change = -44.4 PRCP_Change = 9.2 Observation = 85 Value_Change = 142.6 PRCP_Change = -2.8 Observation = 84 Value_Change = -26.4 PRCP_Change = 30.6 Observation = 83 Value_Change = -36.4 PRCP_Change = 12.8 Observation = 82 Value_Change = -46.6 PRCP_Change = 16.4 Observation = 81 Value_Change = 6.6 PRCP_Change = 1.6 Observation = 80 Value_Change = 27.4 PRCP_Change = 6 Observation = 79 Value_Change = 9.2 PRCP_Change = 25.2 Observation = 78 Value_Change = 14.2 PRCP_Change = 1.2 Observation = 77 Value_Change = 37.8 PRCP_Change = 4.2 Observation = 76 Value_Change = 92.2 PRCP_Change = 29.8 Observation = 75 Value_Change = -3.8 PRCP_Change = 39.2 Observation = 74 Value_Change = 174.2 PRCP_Change = 27 Observation = 73 Value_Change = 13.8 PRCP_Change = 4.8 Observation = 72 Value_Change = 0.8 PRCP_Change = -15.8 Observation = 71 Value_Change = -10 PRCP_Change = 13.2 Observation = 70 Value_Change = -72.8 PRCP_Change = 28.8 Observation = 69 Value_Change = 143.6 PRCP_Change = -20.6 Observation = 68 Value_Change = 3.6 PRCP_Change = 15.2 Observation = 67 Value_Change = 44 PRCP_Change = 20.8 Observation = 66 Value_Change = 62.6 PRCP_Change = -6.6 Observation = 65 Value_Change = 21.2 PRCP_Change = -9.2 Observation = 64 Value_Change = 54.8 PRCP_Change = 2 Observation = 63 Value_Change = 28 PRCP_Change = 20.4 Observation = 62 Value_Change = -11 PRCP_Change = -19.6 Observation = 61 Value_Change = 9.8 PRCP_Change = 15.6 Observation = 60 Value_Change = -24.2 PRCP_Change = -14.6 Observation = 59 Value_Change = 18.8 PRCP_Change = 15.2 Observation = 58 Value_Change = 67.8 PRCP_Change = 13.4 Observation = 57 Value_Change = -67.4 PRCP_Change = 25.4 Observation = 56 Value_Change = 2.6 PRCP_Change = 34.4 Observation = 55 Value_Change = 80.8 PRCP_Change = 2.2 Observation = 54 Value_Change = -17 PRCP_Change = 26.4 Observation = 53 Value_Change = 13.4 PRCP_Change = 39 Observation = 52 Value_Change = -45.2 PRCP_Change = 15.8 Observation = 51 Value_Change = 58 PRCP_Change = -15.6 Observation = 50 Value_Change = 77.2 PRCP_Change = 3.8 Observation = 49 Value_Change = 34.2 PRCP_Change = -13.8 Observation = 48 Value_Change = 32.2 PRCP_Change = 15 Observation = 47 Value_Change = 15.2 PRCP_Change = -0.6 Observation = 46 Value_Change = 8.6 PRCP_Change = 24.4 Observation = 45 Value_Change = -17.4 PRCP_Change = 2.4 Observation = 44 Value_Change = 9 PRCP_Change = 0.6 Observation = 43 Value_Change = 31.8 PRCP_Change = 31.8 Observation = 42 Value_Change = 101.6 PRCP_Change = 1 Observation = 41 Value_Change = -21.2 PRCP_Change = 10 Observation = 40 Value_Change = 44.2 PRCP_Change = -30.4 Observation = 39 Value_Change = 11.2 PRCP_Change = 10.8 Observation = 38 Value_Change = -22.8 PRCP_Change = -23.4 Observation = 37 Value_Change = 16.4 PRCP_Change = 15.6 Observation = 36 Value_Change = -9.6 PRCP_Change = 0 Observation = 35 Value_Change = 36.8 PRCP_Change = 19.8 Observation = 34 Value_Change = 33.4 PRCP_Change = 20.4 Observation = 33 Value_Change = -18.6 PRCP_Change = 20.6 Observation = 32 Value_Change = 22.4 PRCP_Change = 4.8 Observation = 31 Value_Change = -80.8 PRCP_Change = 1.6 Observation = 30 Value_Change = 19 PRCP_Change = 10.2 Observation = 29 Value_Change = 110.2 PRCP_Change = 23.4 Observation = 28 Value_Change = 22 PRCP_Change = 0 Observation = 27 Value_Change = -42.8 PRCP_Change = 0 Observation = 26 Value_Change = 46.2 PRCP_Change = -3.8 Observation = 25 Value_Change = 47.8 PRCP_Change = -5.2 Observation = 24 Value_Change = -8.6 PRCP_Change = -8 Observation = 23 Value_Change = -21.2 PRCP_Change = 9.8 Observation = 22 Value_Change = -51.8 PRCP_Change = 2.2 Observation = 21 Value_Change = 130 PRCP_Change = 24.4 Observation = 20 Value_Change = 14.4 PRCP_Change = -17.8 Observation = 19 Value_Change = 21.4 PRCP_Change = 19.2 Observation = 18 Value_Change = 34.8 PRCP_Change = 22.8 Observation = 17 Value_Change = 85.8 PRCP_Change = 5.4 Observation = 16 Value_Change = 91.6 PRCP_Change = -19.2 Observation = 15 Value_Change = 294.4 PRCP_Change = 19.4 Observation = 14 Value_Change = -4.4 PRCP_Change = 30.4 Observation = 13 Value_Change = 14.6 PRCP_Change = 18.6 Observation = 12 Value_Change = -29.8 PRCP_Change = 5 Observation = 11 Value_Change = 20.8 PRCP_Change = 25.2 Observation = 10 Value_Change = 61.8 PRCP_Change = 13.6 Observation = 9 Value_Change = 11.2 PRCP_Change = 0.6 Observation = 8 Value_Change = 43.6 PRCP_Change = -2.2 Observation = 7 Value_Change = -30.4 PRCP_Change = 6.2 Observation = 6 Value_Change = -27.6 PRCP_Change = 45.6 Observation = 5 Value_Change = 30.2 PRCP_Change = 10.2 Observation = 4 Value_Change = -40.8 PRCP_Change = 19.4 Observation = 3 Value_Change = -5.8 PRCP_Change = 11 Observation = 2 Value_Change = 20.6 PRCP_Change = -11.8 Observation = 1
img13.png Value_Change = -12.8 TAVG_Change = -0.2 Observation = 93 Value_Change = 141.8 TAVG_Change = -2.4 Observation = 92 Value_Change = 46 TAVG_Change = 4.2 Observation = 91 Value_Change = -8.2 TAVG_Change = -5.2 Observation = 90 Value_Change = 3.2 TAVG_Change = 2.4 Observation = 89 Value_Change = -20 TAVG_Change = -1.4 Observation = 88 Value_Change = -84.4 TAVG_Change = 0.4 Observation = 87 Value_Change = 2171.4 TAVG_Change = 0 Observation = 86 Value_Change = -44.4 TAVG_Change = -1.4 Observation = 85 Value_Change = 142.6 TAVG_Change = 2.4 Observation = 84 Value_Change = -26.4 TAVG_Change = 1.2 Observation = 83 Value_Change = -36.4 TAVG_Change = -1.4 Observation = 82 Value_Change = -46.6 TAVG_Change = 0.4 Observation = 81 Value_Change = 6.6 TAVG_Change = -2 Observation = 80 Value_Change = 27.4 TAVG_Change = -4.6 Observation = 79 Value_Change = 9.2 TAVG_Change = 0 Observation = 78 Value_Change = 14.2 TAVG_Change = -8 Observation = 77 Value_Change = 37.8 TAVG_Change = 2.6 Observation = 76 Value_Change = 92.2 TAVG_Change = 0 Observation = 75 Value_Change = -3.8 TAVG_Change = -0.6 Observation = 74 Value_Change = 174.2 TAVG_Change = 0 Observation = 73 Value_Change = 13.8 TAVG_Change = 2.2 Observation = 72 Value_Change = 0.8 TAVG_Change = 1 Observation = 71 Value_Change = -10 TAVG_Change = -4.6 Observation = 70 Value_Change = -72.8 TAVG_Change = 1 Observation = 69 Value_Change = 143.6 TAVG_Change = 2.4 Observation = 68 Value_Change = 3.6 TAVG_Change = 8.8 Observation = 67 Value_Change = 44 TAVG_Change = 1.6 Observation = 66 Value_Change = 62.6 TAVG_Change = -4.2 Observation = 65 Value_Change = 21.2 TAVG_Change = 3.8 Observation = 64 Value_Change = 54.8 TAVG_Change = 1.4 Observation = 63 Value_Change = 28 TAVG_Change = 1.6 Observation = 62 Value_Change = -11 TAVG_Change = 3 Observation = 61 Value_Change = 9.8 TAVG_Change = -2.6 Observation = 60 Value_Change = -24.2 TAVG_Change = 0 Observation = 59 Value_Change = 18.8 TAVG_Change = 5.6 Observation = 58 Value_Change = 67.8 TAVG_Change = 2 Observation = 57 Value_Change = -67.4 TAVG_Change = 2.6 Observation = 56 Value_Change = 2.6 TAVG_Change = -3.4 Observation = 55 Value_Change = 80.8 TAVG_Change = 1.6 Observation = 54 Value_Change = -17 TAVG_Change = 6.4 Observation = 53 Value_Change = 13.4 TAVG_Change = -0.6 Observation = 52 Value_Change = -45.2 TAVG_Change = 1.2 Observation = 51 Value_Change = 58 TAVG_Change = 2.2 Observation = 50 Value_Change = 77.2 TAVG_Change = 2.8 Observation = 49 Value_Change = 34.2 TAVG_Change = 0 Observation = 48 Value_Change = 32.2 TAVG_Change = 3.6 Observation = 47 Value_Change = 15.2 TAVG_Change = -1 Observation = 46 Value_Change = 8.6 TAVG_Change = 0.8 Observation = 45 Value_Change = -17.4 TAVG_Change = 0 Observation = 44 Value_Change = 9 TAVG_Change = 1.8 Observation = 43 Value_Change = 31.8 TAVG_Change = -0.6 Observation = 42 Value_Change = 101.6 TAVG_Change = -4.6 Observation = 41 Value_Change = -21.2 TAVG_Change = 3.6 Observation = 40 Value_Change = 44.2 TAVG_Change = 6.2 Observation = 39 Value_Change = 11.2 TAVG_Change = 0.2 Observation = 38 Value_Change = -22.8 TAVG_Change = 2.4 Observation = 37 Value_Change = 16.4 TAVG_Change = -5.6 Observation = 36 Value_Change = -9.6 TAVG_Change = 0 Observation = 35 Value_Change = 36.8 TAVG_Change = 1.2 Observation = 34 Value_Change = 33.4 TAVG_Change = 0 Observation = 33 Value_Change = -18.6 TAVG_Change = 0 Observation = 32 Value_Change = 22.4 TAVG_Change = 0 Observation = 31 Value_Change = -80.8 TAVG_Change = 0.8 Observation = 30 Value_Change = 19 TAVG_Change = 11.6 Observation = 29 Value_Change = 110.2 TAVG_Change = -8.8 Observation = 28 Value_Change = 22 TAVG_Change = -1 Observation = 27 Value_Change = -42.8 TAVG_Change = 0 Observation = 26 Value_Change = 46.2 TAVG_Change = 2.8 Observation = 25 Value_Change = 47.8 TAVG_Change = 1.6 Observation = 24 Value_Change = -8.6 TAVG_Change = 1.6 Observation = 23 Value_Change = -21.2 TAVG_Change = -1.2 Observation = 22 Value_Change = -51.8 TAVG_Change = 1.8 Observation = 21 Value_Change = 130 TAVG_Change = -6.8 Observation = 20 Value_Change = 14.4 TAVG_Change = 0 Observation = 19 Value_Change = 21.4 TAVG_Change = 1.6 Observation = 18 Value_Change = 34.8 TAVG_Change = 0.2 Observation = 17 Value_Change = 85.8 TAVG_Change = 5.2 Observation = 16 Value_Change = 91.6 TAVG_Change = 8 Observation = 15 Value_Change = 294.4 TAVG_Change = -1.2 Observation = 14 Value_Change = -4.4 TAVG_Change = 2 Observation = 13 Value_Change = 14.6 TAVG_Change = -2.6 Observation = 12 Value_Change = -29.8 TAVG_Change = 15.4 Observation = 11 Value_Change = 20.8 TAVG_Change = 0.2 Observation = 10 Value_Change = 61.8 TAVG_Change = 0.8 Observation = 9 Value_Change = 11.2 TAVG_Change = 4 Observation = 8 Value_Change = 43.6 TAVG_Change = -3.2 Observation = 7 Value_Change = -30.4 TAVG_Change = -1.6 Observation = 6 Value_Change = -27.6 TAVG_Change = 2 Observation = 5 Value_Change = 30.2 TAVG_Change = -6.2 Observation = 4 Value_Change = -40.8 TAVG_Change = 0 Observation = 3 Value_Change = -5.8 TAVG_Change = -3.6 Observation = 2 Value_Change = 20.6 TAVG_Change = 2.2 Observation = 1
img14.png Value_Change = -12.8 TMIN_Change = 3.6 Observation = 93 Value_Change = 141.8 TMIN_Change = -1 Observation = 92 Value_Change = 46 TMIN_Change = 13.8 Observation = 91 Value_Change = -8.2 TMIN_Change = -0.8 Observation = 90 Value_Change = 3.2 TMIN_Change = 4.2 Observation = 89 Value_Change = -20 TMIN_Change = 0.2 Observation = 88 Value_Change = -84.4 TMIN_Change = -1.4 Observation = 87 Value_Change = 2171.4 TMIN_Change = 0 Observation = 86 Value_Change = -44.4 TMIN_Change = -1.6 Observation = 85 Value_Change = 142.6 TMIN_Change = -0.4 Observation = 84 Value_Change = -26.4 TMIN_Change = -1.2 Observation = 83 Value_Change = -36.4 TMIN_Change = 8.6 Observation = 82 Value_Change = -46.6 TMIN_Change = 4.2 Observation = 81 Value_Change = 6.6 TMIN_Change = 3.6 Observation = 80 Value_Change = 27.4 TMIN_Change = -4 Observation = 79 Value_Change = 9.2 TMIN_Change = 0 Observation = 78 Value_Change = 14.2 TMIN_Change = -10.4 Observation = 77 Value_Change = 37.8 TMIN_Change = 3 Observation = 76 Value_Change = 92.2 TMIN_Change = 6.8 Observation = 75 Value_Change = -3.8 TMIN_Change = 0.6 Observation = 74 Value_Change = 174.2 TMIN_Change = 1.6 Observation = 73 Value_Change = 13.8 TMIN_Change = 2.4 Observation = 72 Value_Change = 0.8 TMIN_Change = 4.6 Observation = 71 Value_Change = -10 TMIN_Change = -10 Observation = 70 Value_Change = -72.8 TMIN_Change = 8.6 Observation = 69 Value_Change = 143.6 TMIN_Change = 4.4 Observation = 68 Value_Change = 3.6 TMIN_Change = 28.6 Observation = 67 Value_Change = 44 TMIN_Change = 3.4 Observation = 66 Value_Change = 62.6 TMIN_Change = -7 Observation = 65 Value_Change = 21.2 TMIN_Change = 7 Observation = 64 Value_Change = 54.8 TMIN_Change = 2.4 Observation = 63 Value_Change = 28 TMIN_Change = 0.4 Observation = 62 Value_Change = -11 TMIN_Change = 5.6 Observation = 61 Value_Change = 9.8 TMIN_Change = -0.4 Observation = 60 Value_Change = -24.2 TMIN_Change = 0 Observation = 59 Value_Change = 18.8 TMIN_Change = 8 Observation = 58 Value_Change = 67.8 TMIN_Change = 23 Observation = 57 Value_Change = -67.4 TMIN_Change = 5.6 Observation = 56 Value_Change = 2.6 TMIN_Change = -4 Observation = 55 Value_Change = 80.8 TMIN_Change = 4.8 Observation = 54 Value_Change = -17 TMIN_Change = 27.4 Observation = 53 Value_Change = 13.4 TMIN_Change = -3.4 Observation = 52 Value_Change = -45.2 TMIN_Change = 4.2 Observation = 51 Value_Change = 58 TMIN_Change = 0.4 Observation = 50 Value_Change = 77.2 TMIN_Change = 6 Observation = 49 Value_Change = 34.2 TMIN_Change = 0 Observation = 48 Value_Change = 32.2 TMIN_Change = 8.8 Observation = 47 Value_Change = 15.2 TMIN_Change = -1 Observation = 46 Value_Change = 8.6 TMIN_Change = 7.2 Observation = 45 Value_Change = -17.4 TMIN_Change = 0 Observation = 44 Value_Change = 9 TMIN_Change = 0.2 Observation = 43 Value_Change = 31.8 TMIN_Change = 2.8 Observation = 42 Value_Change = 101.6 TMIN_Change = -9 Observation = 41 Value_Change = -21.2 TMIN_Change = 2 Observation = 40 Value_Change = 44.2 TMIN_Change = 12.4 Observation = 39 Value_Change = 11.2 TMIN_Change = 1.4 Observation = 38 Value_Change = -22.8 TMIN_Change = -2 Observation = 37 Value_Change = 16.4 TMIN_Change = -1.4 Observation = 36 Value_Change = -9.6 TMIN_Change = 0 Observation = 35 Value_Change = 36.8 TMIN_Change = -0.4 Observation = 34 Value_Change = 33.4 TMIN_Change = 0 Observation = 33 Value_Change = -18.6 TMIN_Change = 1 Observation = 32 Value_Change = 22.4 TMIN_Change = -0.2 Observation = 31 Value_Change = -80.8 TMIN_Change = 1.4 Observation = 30 Value_Change = 19 TMIN_Change = 15.2 Observation = 29 Value_Change = 110.2 TMIN_Change = -22.2 Observation = 28 Value_Change = 22 TMIN_Change = -0.4 Observation = 27 Value_Change = -42.8 TMIN_Change = 0 Observation = 26 Value_Change = 46.2 TMIN_Change = 4.2 Observation = 25 Value_Change = 47.8 TMIN_Change = 4.6 Observation = 24 Value_Change = -8.6 TMIN_Change = 5.4 Observation = 23 Value_Change = -21.2 TMIN_Change = -8.8 Observation = 22 Value_Change = -51.8 TMIN_Change = 2.6 Observation = 21 Value_Change = 130 TMIN_Change = -17.2 Observation = 20 Value_Change = 14.4 TMIN_Change = 0 Observation = 19 Value_Change = 21.4 TMIN_Change = 4.2 Observation = 18 Value_Change = 34.8 TMIN_Change = -0.6 Observation = 17 Value_Change = 85.8 TMIN_Change = 15 Observation = 16 Value_Change = 91.6 TMIN_Change = 16.6 Observation = 15 Value_Change = 294.4 TMIN_Change = 2 Observation = 14 Value_Change = -4.4 TMIN_Change = 9 Observation = 13 Value_Change = 14.6 TMIN_Change = 0.6 Observation = 12 Value_Change = -29.8 TMIN_Change = 31.8 Observation = 11 Value_Change = 20.8 TMIN_Change = 5.2 Observation = 10 Value_Change = 61.8 TMIN_Change = 6.6 Observation = 9 Value_Change = 11.2 TMIN_Change = 10.4 Observation = 8 Value_Change = 43.6 TMIN_Change = -2.6 Observation = 7 Value_Change = -30.4 TMIN_Change = 6.2 Observation = 6 Value_Change = -27.6 TMIN_Change = 4 Observation = 5 Value_Change = 30.2 TMIN_Change = -10.2 Observation = 4 Value_Change = -40.8 TMIN_Change = 0 Observation = 3 Value_Change = -5.8 TMIN_Change = -10 Observation = 2 Value_Change = 20.6 TMIN_Change = 1 Observation = 1
img15.png Value_Change = -12.8 TMAX_Change = -1.4 Observation = 93 Value_Change = 141.8 TMAX_Change = -3 Observation = 92 Value_Change = 46 TMAX_Change = 0 Observation = 91 Value_Change = -8.2 TMAX_Change = -7 Observation = 90 Value_Change = 3.2 TMAX_Change = 1.4 Observation = 89 Value_Change = -20 TMAX_Change = -1.8 Observation = 88 Value_Change = -84.4 TMAX_Change = 1.2 Observation = 87 Value_Change = 2171.4 TMAX_Change = -2.4 Observation = 86 Value_Change = -44.4 TMAX_Change = -1 Observation = 85 Value_Change = 142.6 TMAX_Change = 3.6 Observation = 84 Value_Change = -26.4 TMAX_Change = 2.4 Observation = 83 Value_Change = -36.4 TMAX_Change = -4.6 Observation = 82 Value_Change = -46.6 TMAX_Change = -1 Observation = 81 Value_Change = 6.6 TMAX_Change = -3.6 Observation = 80 Value_Change = 27.4 TMAX_Change = -5.2 Observation = 79 Value_Change = 9.2 TMAX_Change = 0 Observation = 78 Value_Change = 14.2 TMAX_Change = 4 Observation = 77 Value_Change = 37.8 TMAX_Change = 2.2 Observation = 76 Value_Change = 92.2 TMAX_Change = -2.4 Observation = 75 Value_Change = -3.8 TMAX_Change = -1 Observation = 74 Value_Change = 174.2 TMAX_Change = -0.8 Observation = 73 Value_Change = 13.8 TMAX_Change = 3 Observation = 72 Value_Change = 0.8 TMAX_Change = -0.6 Observation = 71 Value_Change = -10 TMAX_Change = -2 Observation = 70 Value_Change = -72.8 TMAX_Change = -2.2 Observation = 69 Value_Change = 143.6 TMAX_Change = 1.2 Observation = 68 Value_Change = 3.6 TMAX_Change = 2.2 Observation = 67 Value_Change = 44 TMAX_Change = 0.6 Observation = 66 Value_Change = 62.6 TMAX_Change = -2.8 Observation = 65 Value_Change = 21.2 TMAX_Change = 2 Observation = 64 Value_Change = 54.8 TMAX_Change = 1 Observation = 63 Value_Change = 28 TMAX_Change = 2.2 Observation = 62 Value_Change = -11 TMAX_Change = 2 Observation = 61 Value_Change = 9.8 TMAX_Change = -3.4 Observation = 60 Value_Change = -24.2 TMAX_Change = 0 Observation = 59 Value_Change = 18.8 TMAX_Change = 4.2 Observation = 58 Value_Change = 67.8 TMAX_Change = -3.6 Observation = 57 Value_Change = -67.4 TMAX_Change = 1.2 Observation = 56 Value_Change = 2.6 TMAX_Change = -3.2 Observation = 55 Value_Change = 80.8 TMAX_Change = 0 Observation = 54 Value_Change = -17 TMAX_Change = 0.4 Observation = 53 Value_Change = 13.4 TMAX_Change = 0.4 Observation = 52 Value_Change = -45.2 TMAX_Change = 0.2 Observation = 51 Value_Change = 58 TMAX_Change = 3.2 Observation = 50 Value_Change = 77.2 TMAX_Change = 1.6 Observation = 49 Value_Change = 34.2 TMAX_Change = 0 Observation = 48 Value_Change = 32.2 TMAX_Change = 1.4 Observation = 47 Value_Change = 15.2 TMAX_Change = -0.8 Observation = 46 Value_Change = 8.6 TMAX_Change = -1.4 Observation = 45 Value_Change = -17.4 TMAX_Change = 0 Observation = 44 Value_Change = 9 TMAX_Change = 2.4 Observation = 43 Value_Change = 31.8 TMAX_Change = -2 Observation = 42 Value_Change = 101.6 TMAX_Change = -3 Observation = 41 Value_Change = -21.2 TMAX_Change = 4.4 Observation = 40 Value_Change = 44.2 TMAX_Change = 0.6 Observation = 39 Value_Change = 11.2 TMAX_Change = 1.4 Observation = 38 Value_Change = -22.8 TMAX_Change = 5 Observation = 37 Value_Change = 16.4 TMAX_Change = -7 Observation = 36 Value_Change = -9.6 TMAX_Change = 0 Observation = 35 Value_Change = 36.8 TMAX_Change = 1.8 Observation = 34 Value_Change = 33.4 TMAX_Change = 0 Observation = 33 Value_Change = -18.6 TMAX_Change = -0.6 Observation = 32 Value_Change = 22.4 TMAX_Change = 0 Observation = 31 Value_Change = -80.8 TMAX_Change = 1 Observation = 30 Value_Change = 19 TMAX_Change = 10.2 Observation = 29 Value_Change = 110.2 TMAX_Change = -3 Observation = 28 Value_Change = 22 TMAX_Change = -1.2 Observation = 27 Value_Change = -42.8 TMAX_Change = 0 Observation = 26 Value_Change = 46.2 TMAX_Change = 2.2 Observation = 25 Value_Change = 47.8 TMAX_Change = 0 Observation = 24 Value_Change = -8.6 TMAX_Change = -0.4 Observation = 23 Value_Change = -21.2 TMAX_Change = 1.8 Observation = 22 Value_Change = -51.8 TMAX_Change = 1.6 Observation = 21 Value_Change = 130 TMAX_Change = -2.4 Observation = 20 Value_Change = 14.4 TMAX_Change = 0 Observation = 19 Value_Change = 21.4 TMAX_Change = 0.4 Observation = 18 Value_Change = 34.8 TMAX_Change = 0.6 Observation = 17 Value_Change = 85.8 TMAX_Change = 0 Observation = 16 Value_Change = 91.6 TMAX_Change = 3.8 Observation = 15 Value_Change = 294.4 TMAX_Change = -2.4 Observation = 14 Value_Change = -4.4 TMAX_Change = -0.8 Observation = 13 Value_Change = 14.6 TMAX_Change = -4 Observation = 12 Value_Change = -29.8 TMAX_Change = 9.6 Observation = 11 Value_Change = 20.8 TMAX_Change = -2.6 Observation = 10 Value_Change = 61.8 TMAX_Change = -1.4 Observation = 9 Value_Change = 11.2 TMAX_Change = 1.2 Observation = 8 Value_Change = 43.6 TMAX_Change = -3.4 Observation = 7 Value_Change = -30.4 TMAX_Change = -4.2 Observation = 6 Value_Change = -27.6 TMAX_Change = 1.4 Observation = 5 Value_Change = 30.2 TMAX_Change = -3.8 Observation = 4 Value_Change = -40.8 TMAX_Change = 0 Observation = 3 Value_Change = -5.8 TMAX_Change = -0.4 Observation = 2 Value_Change = 20.6 TMAX_Change = 2.8 Observation = 1

Created:         Monday, May 11, 2020

CORRELATION MATRIX TO GET TOP PREDICTORS FOR ANIMAL TOTALS

The CORR Procedure
9 Variables: Value_Change Unemployment_Change Pop_Density_Change CLDD_Change HTDD_Change PRCP_Change TAVG_Change TMIN_Change TMAX_Change
Pearson Correlation Coefficients, N = 93
Prob > |r| under H0: Rho=0
Value_Change
Value_Change
1.00000
 
PRCP_Change
-0.25510
0.0136
Pop_Density_Change
-0.16559
0.1127
Unemployment_Change
Unemployment_Change
1.00000
 
PRCP_Change
-0.35324
0.0005
TMAX_Change
0.28903
0.0050
Pop_Density_Change
Pop_Density_Change
1.00000
 
PRCP_Change
0.28021
0.0065
HTDD_Change
-0.27100
0.0086
CLDD_Change
CLDD_Change
1.00000
 
TAVG_Change
0.89422
<.0001
TMAX_Change
0.73084
<.0001
HTDD_Change
HTDD_Change
1.00000
 
TAVG_Change
-0.28717
0.0053
Pop_Density_Change
-0.27100
0.0086
PRCP_Change
PRCP_Change
1.00000
 
Unemployment_Change
-0.35324
0.0005
Pop_Density_Change
0.28021
0.0065
TAVG_Change
TAVG_Change
1.00000
 
CLDD_Change
0.89422
<.0001
TMIN_Change
0.84024
<.0001
TMIN_Change
TMIN_Change
1.00000
 
TAVG_Change
0.84024
<.0001
CLDD_Change
0.71732
<.0001
TMAX_Change
TMAX_Change
1.00000
 
TAVG_Change
0.73504
<.0001
CLDD_Change
0.73084
<.0001

Created:         Monday, May 11, 2020

LINEAR REGRESSION MODEL WITH USING TOP PREDICTIVE VARIABLES FOR ANIMAL TOTALS

The GLM Procedure
Number of Observations Read 93
Number of Observations Used 93

Created:         Monday, May 11, 2020


LINEAR REGRESSION MODEL WITH USING TOP PREDICTIVE VARIABLES FOR ANIMAL TOTALS

The GLM Procedure

Dependent Variable: Value_Change   
Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 233496.833 116748.416 2.26 0.1100
Error 90 4644998.892 51611.099    
Corrected Total 92 4878495.725      
R-Square Coeff Var Root MSE Value_Change Mean
0.047862 512.7363 227.1808 44.30753
Source DF Type I SS Mean Square F Value Pr > F
Pop_Density_Change 1 133776.4988 133776.4988 2.59 0.1109
Unemployment_Change 1 99720.3340 99720.3340 1.93 0.1680
Source DF Type III SS Mean Square F Value Pr > F
Pop_Density_Change 1 157905.8666 157905.8666 3.06 0.0837
Unemployment_Change 1 99720.3340 99720.3340 1.93 0.1680
Parameter Estimate Standard
Error		 t Value Pr > |t|
Intercept 374.0113865 229.1220553 1.63 0.1061
Pop_Density_Change -8.1935649 4.6843067 -1.75 0.0837
Unemployment_Change 5.9750214 4.2985221 1.39 0.1680
img16.png

Created:         Monday, May 11, 2020

MAP SHOWING PERCENTAGE CHANGE IN VALUE OF CROP TOTALS BETWEEN 2012 AND 2017 ACROSS NORTH CAROLINA

img22.png

Created:         Monday, May 11, 2020

CORRELATION AND SCATTER PLOTS FOR CROP TOTALS

The CORR Procedure
1 With Variables: Value_Change
8 Variables: Unemployment_Change Pop_Density_Change CLDD_Change HTDD_Change PRCP_Change TAVG_Change TMIN_Change TMAX_Change
Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
Value_Change 88 975.64318 1557 85857 -98.00000 9230
Unemployment_Change 88 -52.90682 5.61705 -4656 -66.00000 -35.00000
Pop_Density_Change 88 1.60909 5.07787 141.60000 -6.40000 16.80000
CLDD_Change 88 2.11364 15.10082 186.00000 -28.20000 86.20000
HTDD_Change 88 0.44091 9.94399 38.80000 -20.20000 51.40000
PRCP_Change 88 9.53409 15.47310 839.00000 -30.40000 45.60000
TAVG_Change 88 0.52045 3.59163 45.80000 -8.80000 15.40000
TMIN_Change 88 2.69545 7.95499 237.20000 -22.20000 31.80000
TMAX_Change 88 -0.15455 2.81861 -13.60000 -7.00000 10.20000
Pearson Correlation Coefficients, N = 88
Prob > |r| under H0: Rho=0
Value_Change
PRCP_Change
0.16601
0.1221
CLDD_Change
-0.13197
0.2203
TAVG_Change
-0.12618
0.2414
HTDD_Change
-0.12052
0.2633
TMAX_Change
-0.11907
0.2692
TMIN_Change
-0.09932
0.3572
Unemployment_Change
-0.09075
0.4004
Pop_Density_Change
0.07417
0.4922

Created:         Monday, May 11, 2020


CORRELATION AND SCATTER PLOTS FOR CROP TOTALS

The CORR Procedure
img8.png Value_Change = -8 Unemployment_Change = -58 Observation = 88 Value_Change = 1900.2 Unemployment_Change = -57.6 Observation = 87 Value_Change = 899.8 Unemployment_Change = -44.6 Observation = 86 Value_Change = 557.4 Unemployment_Change = -59.6 Observation = 85 Value_Change = 147 Unemployment_Change = -41.2 Observation = 84 Value_Change = 1452.2 Unemployment_Change = -46 Observation = 83 Value_Change = -85 Unemployment_Change = -57.6 Observation = 82 Value_Change = -88.8 Unemployment_Change = -45.2 Observation = 81 Value_Change = 609.4 Unemployment_Change = -45 Observation = 80 Value_Change = -85 Unemployment_Change = -54 Observation = 79 Value_Change = 1526.4 Unemployment_Change = -49.4 Observation = 78 Value_Change = -93.4 Unemployment_Change = -50.6 Observation = 77 Value_Change = 257.2 Unemployment_Change = -66 Observation = 76 Value_Change = 9230 Unemployment_Change = -57.2 Observation = 75 Value_Change = 181.2 Unemployment_Change = -54.8 Observation = 74 Value_Change = 2702 Unemployment_Change = -58.6 Observation = 73 Value_Change = -98 Unemployment_Change = -55.8 Observation = 72 Value_Change = 2784.4 Unemployment_Change = -49.4 Observation = 71 Value_Change = 83 Unemployment_Change = -54.6 Observation = 70 Value_Change = 3839 Unemployment_Change = -56.8 Observation = 69 Value_Change = 2977.6 Unemployment_Change = -54.8 Observation = 68 Value_Change = -78.6 Unemployment_Change = -50.8 Observation = 67 Value_Change = 1466.6 Unemployment_Change = -55.2 Observation = 66 Value_Change = 893.2 Unemployment_Change = -56.6 Observation = 65 Value_Change = 1262.2 Unemployment_Change = -51.8 Observation = 64 Value_Change = 1452 Unemployment_Change = -47.2 Observation = 63 Value_Change = -85.2 Unemployment_Change = -58.2 Observation = 62 Value_Change = 2870.8 Unemployment_Change = -55.8 Observation = 61 Value_Change = -83.6 Unemployment_Change = -45 Observation = 60 Value_Change = -23.4 Unemployment_Change = -39.4 Observation = 59 Value_Change = 230.8 Unemployment_Change = -35 Observation = 58 Value_Change = 297.6 Unemployment_Change = -46 Observation = 57 Value_Change = 3303 Unemployment_Change = -47.8 Observation = 56 Value_Change = 366 Unemployment_Change = -50 Observation = 55 Value_Change = 2822.8 Unemployment_Change = -57.6 Observation = 54 Value_Change = 545.8 Unemployment_Change = -57.4 Observation = 53 Value_Change = -87.4 Unemployment_Change = -63 Observation = 52 Value_Change = -95 Unemployment_Change = -53.4 Observation = 51 Value_Change = 369.6 Unemployment_Change = -57.2 Observation = 50 Value_Change = 1073.2 Unemployment_Change = -56.6 Observation = 49 Value_Change = 930 Unemployment_Change = -58.4 Observation = 48 Value_Change = -90.8 Unemployment_Change = -55.2 Observation = 47 Value_Change = 3129.6 Unemployment_Change = -55.2 Observation = 46 Value_Change = -75.8 Unemployment_Change = -55.6 Observation = 45 Value_Change = 667.8 Unemployment_Change = -51.2 Observation = 44 Value_Change = 3 Unemployment_Change = -55.6 Observation = 43 Value_Change = 309.4 Unemployment_Change = -57.6 Observation = 42 Value_Change = -88.8 Unemployment_Change = -46.8 Observation = 41 Value_Change = -94.6 Unemployment_Change = -47.2 Observation = 40 Value_Change = 2480.4 Unemployment_Change = -49.4 Observation = 39 Value_Change = 3314.6 Unemployment_Change = -56 Observation = 38 Value_Change = -94.6 Unemployment_Change = -51.8 Observation = 37 Value_Change = -79.8 Unemployment_Change = -46.6 Observation = 36 Value_Change = 1688.6 Unemployment_Change = -50.6 Observation = 35 Value_Change = -72 Unemployment_Change = -61.6 Observation = 34 Value_Change = -72.4 Unemployment_Change = -42.8 Observation = 33 Value_Change = 1081.6 Unemployment_Change = -56.2 Observation = 32 Value_Change = -88.2 Unemployment_Change = -52.6 Observation = 31 Value_Change = 99.6 Unemployment_Change = -51.6 Observation = 30 Value_Change = -69.2 Unemployment_Change = -46.8 Observation = 29 Value_Change = 6571.8 Unemployment_Change = -46 Observation = 28 Value_Change = -70.8 Unemployment_Change = -47.2 Observation = 27 Value_Change = 733.4 Unemployment_Change = -57.2 Observation = 26 Value_Change = 213.8 Unemployment_Change = -55.6 Observation = 25 Value_Change = -85.8 Unemployment_Change = -49.4 Observation = 24 Value_Change = 837 Unemployment_Change = -45.8 Observation = 23 Value_Change = 2331.8 Unemployment_Change = -51.6 Observation = 22 Value_Change = 401.2 Unemployment_Change = -56 Observation = 21 Value_Change = 1338.4 Unemployment_Change = -58.2 Observation = 20 Value_Change = -33 Unemployment_Change = -52.2 Observation = 19 Value_Change = 116 Unemployment_Change = -51.2 Observation = 18 Value_Change = 415.2 Unemployment_Change = -59.4 Observation = 17 Value_Change = 1218.2 Unemployment_Change = -55.6 Observation = 16 Value_Change = -96 Unemployment_Change = -50.6 Observation = 15 Value_Change = -55 Unemployment_Change = -62 Observation = 14 Value_Change = 1275.2 Unemployment_Change = -54.4 Observation = 13 Value_Change = 2273.2 Unemployment_Change = -57.2 Observation = 12 Value_Change = 709.2 Unemployment_Change = -52.8 Observation = 11 Value_Change = -78.6 Unemployment_Change = -50 Observation = 10 Value_Change = 807.4 Unemployment_Change = -54.4 Observation = 9 Value_Change = -68.2 Unemployment_Change = -48.2 Observation = 8 Value_Change = -83.8 Unemployment_Change = -52.8 Observation = 7 Value_Change = -68.2 Unemployment_Change = -59.4 Observation = 6 Value_Change = 2523.4 Unemployment_Change = -60.6 Observation = 5 Value_Change = 4900 Unemployment_Change = -53.2 Observation = 4 Value_Change = 497.8 Unemployment_Change = -52 Observation = 3 Value_Change = 339.2 Unemployment_Change = -62.6 Observation = 2 Value_Change = 926.4 Unemployment_Change = -50.6 Observation = 1
img9.png Value_Change = -8 Pop_Density_Change = 0.4 Observation = 88 Value_Change = 1900.2 Pop_Density_Change = -1.4 Observation = 87 Value_Change = 899.8 Pop_Density_Change = 0.2 Observation = 86 Value_Change = 557.4 Pop_Density_Change = -0.6 Observation = 85 Value_Change = 147 Pop_Density_Change = -1 Observation = 84 Value_Change = 1452.2 Pop_Density_Change = 5.8 Observation = 83 Value_Change = -85 Pop_Density_Change = -5.2 Observation = 82 Value_Change = -88.8 Pop_Density_Change = -4.2 Observation = 81 Value_Change = 609.4 Pop_Density_Change = 12.6 Observation = 80 Value_Change = -85 Pop_Density_Change = -1.8 Observation = 79 Value_Change = 1526.4 Pop_Density_Change = 11.2 Observation = 78 Value_Change = -93.4 Pop_Density_Change = 3 Observation = 77 Value_Change = 257.2 Pop_Density_Change = 1.6 Observation = 76 Value_Change = 9230 Pop_Density_Change = -1.6 Observation = 75 Value_Change = 181.2 Pop_Density_Change = -2.2 Observation = 74 Value_Change = 2702 Pop_Density_Change = 1.6 Observation = 73 Value_Change = -98 Pop_Density_Change = -2.6 Observation = 72 Value_Change = 2784.4 Pop_Density_Change = -0.4 Observation = 71 Value_Change = 83 Pop_Density_Change = -1 Observation = 70 Value_Change = 3839 Pop_Density_Change = 2.2 Observation = 69 Value_Change = 2977.6 Pop_Density_Change = -2 Observation = 68 Value_Change = -78.6 Pop_Density_Change = -2.2 Observation = 67 Value_Change = 1466.6 Pop_Density_Change = -3.4 Observation = 66 Value_Change = 893.2 Pop_Density_Change = 0.6 Observation = 65 Value_Change = 1262.2 Pop_Density_Change = 1.4 Observation = 64 Value_Change = 1452 Pop_Density_Change = 3.2 Observation = 63 Value_Change = -85.2 Pop_Density_Change = 0.6 Observation = 62 Value_Change = 2870.8 Pop_Density_Change = 13.2 Observation = 61 Value_Change = -83.6 Pop_Density_Change = -2.2 Observation = 60 Value_Change = -23.4 Pop_Density_Change = 4.4 Observation = 59 Value_Change = 230.8 Pop_Density_Change = 2.2 Observation = 58 Value_Change = 297.6 Pop_Density_Change = -6.4 Observation = 57 Value_Change = 3303 Pop_Density_Change = -1.2 Observation = 56 Value_Change = 366 Pop_Density_Change = 7.8 Observation = 55 Value_Change = 2822.8 Pop_Density_Change = -0.6 Observation = 54 Value_Change = 545.8 Pop_Density_Change = -2.2 Observation = 53 Value_Change = -87.4 Pop_Density_Change = 0.4 Observation = 52 Value_Change = -95 Pop_Density_Change = -4.4 Observation = 51 Value_Change = 369.6 Pop_Density_Change = 3.4 Observation = 50 Value_Change = 1073.2 Pop_Density_Change = 2.4 Observation = 49 Value_Change = 930 Pop_Density_Change = 4.6 Observation = 48 Value_Change = -90.8 Pop_Density_Change = -4.2 Observation = 47 Value_Change = 3129.6 Pop_Density_Change = 2.2 Observation = 46 Value_Change = -75.8 Pop_Density_Change = -4.6 Observation = 45 Value_Change = 667.8 Pop_Density_Change = 12.6 Observation = 44 Value_Change = 3 Pop_Density_Change = 6.4 Observation = 43 Value_Change = 309.4 Pop_Density_Change = 8 Observation = 42 Value_Change = -88.8 Pop_Density_Change = 7.2 Observation = 41 Value_Change = -94.6 Pop_Density_Change = -2.8 Observation = 40 Value_Change = 2480.4 Pop_Density_Change = 7.2 Observation = 39 Value_Change = 3314.6 Pop_Density_Change = 4 Observation = 38 Value_Change = -94.6 Pop_Density_Change = 8.2 Observation = 37 Value_Change = -79.8 Pop_Density_Change = -4.6 Observation = 36 Value_Change = 1688.6 Pop_Density_Change = 5.8 Observation = 35 Value_Change = -72 Pop_Density_Change = -2 Observation = 34 Value_Change = -72.4 Pop_Density_Change = -3.2 Observation = 33 Value_Change = 1081.6 Pop_Density_Change = 5.8 Observation = 32 Value_Change = -88.2 Pop_Density_Change = 7.6 Observation = 31 Value_Change = 99.6 Pop_Density_Change = 5 Observation = 30 Value_Change = -69.2 Pop_Density_Change = -5.2 Observation = 29 Value_Change = 6571.8 Pop_Density_Change = 10.4 Observation = 28 Value_Change = -70.8 Pop_Density_Change = -1 Observation = 27 Value_Change = 733.4 Pop_Density_Change = 2.6 Observation = 26 Value_Change = 213.8 Pop_Density_Change = 1.4 Observation = 25 Value_Change = -85.8 Pop_Density_Change = 9.6 Observation = 24 Value_Change = 837 Pop_Density_Change = 0.4 Observation = 23 Value_Change = 2331.8 Pop_Density_Change = -2.4 Observation = 22 Value_Change = 401.2 Pop_Density_Change = -2.6 Observation = 21 Value_Change = 1338.4 Pop_Density_Change = 0 Observation = 20 Value_Change = -33 Pop_Density_Change = -4.4 Observation = 19 Value_Change = 116 Pop_Density_Change = 10.4 Observation = 18 Value_Change = 415.2 Pop_Density_Change = 2 Observation = 17 Value_Change = 1218.2 Pop_Density_Change = -1.8 Observation = 16 Value_Change = -96 Pop_Density_Change = 1.8 Observation = 15 Value_Change = -55 Pop_Density_Change = -0.2 Observation = 14 Value_Change = 1275.2 Pop_Density_Change = 12.2 Observation = 13 Value_Change = 2273.2 Pop_Density_Change = 0.2 Observation = 12 Value_Change = 709.2 Pop_Density_Change = 5.6 Observation = 11 Value_Change = -78.6 Pop_Density_Change = 16.8 Observation = 10 Value_Change = 807.4 Pop_Density_Change = -4 Observation = 9 Value_Change = -68.2 Pop_Density_Change = -6 Observation = 8 Value_Change = -83.8 Pop_Density_Change = -0.8 Observation = 7 Value_Change = -68.2 Pop_Density_Change = -0.4 Observation = 6 Value_Change = 2523.4 Pop_Density_Change = -0.4 Observation = 5 Value_Change = 4900 Pop_Density_Change = -5.4 Observation = 4 Value_Change = 497.8 Pop_Density_Change = 0.8 Observation = 3 Value_Change = 339.2 Pop_Density_Change = 0.6 Observation = 2 Value_Change = 926.4 Pop_Density_Change = 6.6 Observation = 1
img10.png Value_Change = -8 CLDD_Change = -6.4 Observation = 88 Value_Change = 1900.2 CLDD_Change = -10.6 Observation = 87 Value_Change = 899.8 CLDD_Change = 21 Observation = 86 Value_Change = 557.4 CLDD_Change = -19 Observation = 85 Value_Change = 147 CLDD_Change = 8.4 Observation = 84 Value_Change = 1452.2 CLDD_Change = -28.2 Observation = 83 Value_Change = -85 CLDD_Change = 7.2 Observation = 82 Value_Change = -88.8 CLDD_Change = 0 Observation = 81 Value_Change = 609.4 CLDD_Change = -4.4 Observation = 80 Value_Change = -85 CLDD_Change = 13.2 Observation = 79 Value_Change = 1526.4 CLDD_Change = 4.8 Observation = 78 Value_Change = -93.4 CLDD_Change = -7 Observation = 77 Value_Change = 257.2 CLDD_Change = -2.6 Observation = 76 Value_Change = 9230 CLDD_Change = -9 Observation = 75 Value_Change = 181.2 CLDD_Change = -11.6 Observation = 74 Value_Change = 2702 CLDD_Change = 0 Observation = 73 Value_Change = -98 CLDD_Change = -15.4 Observation = 72 Value_Change = 2784.4 CLDD_Change = 8.6 Observation = 71 Value_Change = 83 CLDD_Change = -3.4 Observation = 70 Value_Change = 3839 CLDD_Change = -0.8 Observation = 69 Value_Change = 2977.6 CLDD_Change = -0.2 Observation = 68 Value_Change = -78.6 CLDD_Change = -18.8 Observation = 67 Value_Change = 1466.6 CLDD_Change = 6 Observation = 66 Value_Change = 893.2 CLDD_Change = -11 Observation = 65 Value_Change = 1262.2 CLDD_Change = 0.8 Observation = 64 Value_Change = 1452 CLDD_Change = 10.6 Observation = 63 Value_Change = -85.2 CLDD_Change = 24 Observation = 62 Value_Change = 2870.8 CLDD_Change = 7.4 Observation = 61 Value_Change = -83.6 CLDD_Change = -11.8 Observation = 60 Value_Change = -23.4 CLDD_Change = 6.4 Observation = 59 Value_Change = 230.8 CLDD_Change = 7.2 Observation = 58 Value_Change = 297.6 CLDD_Change = 9.8 Observation = 57 Value_Change = 3303 CLDD_Change = -5.4 Observation = 56 Value_Change = 366 CLDD_Change = 0 Observation = 55 Value_Change = 2822.8 CLDD_Change = 17 Observation = 54 Value_Change = 545.8 CLDD_Change = 4.2 Observation = 53 Value_Change = -87.4 CLDD_Change = -9.6 Observation = 52 Value_Change = -95 CLDD_Change = 8.8 Observation = 51 Value_Change = 369.6 CLDD_Change = 24.2 Observation = 50 Value_Change = 1073.2 CLDD_Change = 3 Observation = 49 Value_Change = 930 CLDD_Change = 8.6 Observation = 48 Value_Change = -90.8 CLDD_Change = 9 Observation = 47 Value_Change = 3129.6 CLDD_Change = 10.2 Observation = 46 Value_Change = -75.8 CLDD_Change = 0 Observation = 45 Value_Change = 667.8 CLDD_Change = 19.8 Observation = 44 Value_Change = 3 CLDD_Change = -5 Observation = 43 Value_Change = 309.4 CLDD_Change = 3.8 Observation = 42 Value_Change = -88.8 CLDD_Change = 0 Observation = 41 Value_Change = -94.6 CLDD_Change = 3 Observation = 40 Value_Change = 2480.4 CLDD_Change = -4.4 Observation = 39 Value_Change = 3314.6 CLDD_Change = -16.2 Observation = 38 Value_Change = -94.6 CLDD_Change = 19.8 Observation = 37 Value_Change = -79.8 CLDD_Change = 18.2 Observation = 36 Value_Change = 1688.6 CLDD_Change = -0.6 Observation = 35 Value_Change = -72 CLDD_Change = -26 Observation = 34 Value_Change = -72.4 CLDD_Change = 0 Observation = 33 Value_Change = 1081.6 CLDD_Change = 4.4 Observation = 32 Value_Change = -88.2 CLDD_Change = 0 Observation = 31 Value_Change = 99.6 CLDD_Change = -5 Observation = 30 Value_Change = -69.2 CLDD_Change = 5 Observation = 29 Value_Change = 6571.8 CLDD_Change = -0.8 Observation = 28 Value_Change = -70.8 CLDD_Change = 46.2 Observation = 27 Value_Change = 733.4 CLDD_Change = -21.8 Observation = 26 Value_Change = 213.8 CLDD_Change = -4.2 Observation = 25 Value_Change = -85.8 CLDD_Change = 0 Observation = 24 Value_Change = 837 CLDD_Change = 13.6 Observation = 23 Value_Change = 2331.8 CLDD_Change = 5 Observation = 22 Value_Change = 401.2 CLDD_Change = 3.8 Observation = 21 Value_Change = 1338.4 CLDD_Change = 5.2 Observation = 20 Value_Change = -33 CLDD_Change = 9.2 Observation = 19 Value_Change = 116 CLDD_Change = 0 Observation = 18 Value_Change = 415.2 CLDD_Change = 2.4 Observation = 17 Value_Change = 1218.2 CLDD_Change = -0.8 Observation = 16 Value_Change = -96 CLDD_Change = 20.2 Observation = 15 Value_Change = -55 CLDD_Change = -0.2 Observation = 14 Value_Change = 1275.2 CLDD_Change = 6.2 Observation = 13 Value_Change = 2273.2 CLDD_Change = -11 Observation = 12 Value_Change = 709.2 CLDD_Change = 86.2 Observation = 11 Value_Change = -78.6 CLDD_Change = 2.6 Observation = 10 Value_Change = 807.4 CLDD_Change = 3.6 Observation = 9 Value_Change = -68.2 CLDD_Change = 17.2 Observation = 8 Value_Change = -83.8 CLDD_Change = -7.8 Observation = 7 Value_Change = -68.2 CLDD_Change = -19.6 Observation = 6 Value_Change = 2523.4 CLDD_Change = -17 Observation = 5 Value_Change = 4900 CLDD_Change = -13.6 Observation = 4 Value_Change = 497.8 CLDD_Change = 0 Observation = 3 Value_Change = 339.2 CLDD_Change = -10.6 Observation = 2 Value_Change = 926.4 CLDD_Change = 10 Observation = 1
img11.png Value_Change = -8 HTDD_Change = -3.8 Observation = 88 Value_Change = 1900.2 HTDD_Change = -2.4 Observation = 87 Value_Change = 899.8 HTDD_Change = -2.6 Observation = 86 Value_Change = 557.4 HTDD_Change = -5.8 Observation = 85 Value_Change = 147 HTDD_Change = -0.8 Observation = 84 Value_Change = 1452.2 HTDD_Change = -4.8 Observation = 83 Value_Change = -85 HTDD_Change = 3 Observation = 82 Value_Change = -88.8 HTDD_Change = 0 Observation = 81 Value_Change = 609.4 HTDD_Change = 1.2 Observation = 80 Value_Change = -85 HTDD_Change = -3 Observation = 79 Value_Change = 1526.4 HTDD_Change = -6.2 Observation = 78 Value_Change = -93.4 HTDD_Change = -8.2 Observation = 77 Value_Change = 257.2 HTDD_Change = 3.6 Observation = 76 Value_Change = 9230 HTDD_Change = -3.4 Observation = 75 Value_Change = 181.2 HTDD_Change = 10 Observation = 74 Value_Change = 2702 HTDD_Change = 1.8 Observation = 73 Value_Change = -98 HTDD_Change = -3.6 Observation = 72 Value_Change = 2784.4 HTDD_Change = -10.4 Observation = 71 Value_Change = 83 HTDD_Change = -4.8 Observation = 70 Value_Change = 3839 HTDD_Change = -1.8 Observation = 69 Value_Change = 2977.6 HTDD_Change = -5.2 Observation = 68 Value_Change = -78.6 HTDD_Change = 24.8 Observation = 67 Value_Change = 1466.6 HTDD_Change = 0.2 Observation = 66 Value_Change = 893.2 HTDD_Change = 6 Observation = 65 Value_Change = 1262.2 HTDD_Change = -19.6 Observation = 64 Value_Change = 1452 HTDD_Change = 0.2 Observation = 63 Value_Change = -85.2 HTDD_Change = 12.8 Observation = 62 Value_Change = 2870.8 HTDD_Change = 1 Observation = 61 Value_Change = -83.6 HTDD_Change = 11.4 Observation = 60 Value_Change = -23.4 HTDD_Change = -3.8 Observation = 59 Value_Change = 230.8 HTDD_Change = 0 Observation = 58 Value_Change = 297.6 HTDD_Change = -2.6 Observation = 57 Value_Change = 3303 HTDD_Change = 11.2 Observation = 56 Value_Change = 366 HTDD_Change = 0 Observation = 55 Value_Change = 2822.8 HTDD_Change = -9.2 Observation = 54 Value_Change = 545.8 HTDD_Change = 51.4 Observation = 53 Value_Change = -87.4 HTDD_Change = 2.2 Observation = 52 Value_Change = -95 HTDD_Change = 4.6 Observation = 51 Value_Change = 369.6 HTDD_Change = -10.8 Observation = 50 Value_Change = 1073.2 HTDD_Change = -5.2 Observation = 49 Value_Change = 930 HTDD_Change = -3.4 Observation = 48 Value_Change = -90.8 HTDD_Change = 17 Observation = 47 Value_Change = 3129.6 HTDD_Change = -5 Observation = 46 Value_Change = -75.8 HTDD_Change = 0 Observation = 45 Value_Change = 667.8 HTDD_Change = -4.8 Observation = 44 Value_Change = 3 HTDD_Change = -4 Observation = 43 Value_Change = 309.4 HTDD_Change = -4.2 Observation = 42 Value_Change = -88.8 HTDD_Change = 4.6 Observation = 41 Value_Change = -94.6 HTDD_Change = 1.8 Observation = 40 Value_Change = 2480.4 HTDD_Change = -1.6 Observation = 39 Value_Change = 3314.6 HTDD_Change = 4 Observation = 38 Value_Change = -94.6 HTDD_Change = -2.8 Observation = 37 Value_Change = -79.8 HTDD_Change = -12.6 Observation = 36 Value_Change = 1688.6 HTDD_Change = -6.8 Observation = 35 Value_Change = -72 HTDD_Change = -3.4 Observation = 34 Value_Change = -72.4 HTDD_Change = 0 Observation = 33 Value_Change = 1081.6 HTDD_Change = -8.6 Observation = 32 Value_Change = -88.2 HTDD_Change = 0 Observation = 31 Value_Change = 99.6 HTDD_Change = -2.6 Observation = 30 Value_Change = -69.2 HTDD_Change = 12.4 Observation = 29 Value_Change = 6571.8 HTDD_Change = -8 Observation = 28 Value_Change = -70.8 HTDD_Change = 0 Observation = 27 Value_Change = 733.4 HTDD_Change = 20.2 Observation = 26 Value_Change = 213.8 HTDD_Change = 4.4 Observation = 25 Value_Change = -85.8 HTDD_Change = 0 Observation = 24 Value_Change = 837 HTDD_Change = 4.6 Observation = 23 Value_Change = 2331.8 HTDD_Change = 0.8 Observation = 22 Value_Change = 401.2 HTDD_Change = -10.8 Observation = 21 Value_Change = 1338.4 HTDD_Change = 6 Observation = 20 Value_Change = -33 HTDD_Change = 4.6 Observation = 19 Value_Change = 116 HTDD_Change = 0.8 Observation = 18 Value_Change = 415.2 HTDD_Change = -8.4 Observation = 17 Value_Change = 1218.2 HTDD_Change = -3 Observation = 16 Value_Change = -96 HTDD_Change = -7.8 Observation = 15 Value_Change = -55 HTDD_Change = 1.8 Observation = 14 Value_Change = 1275.2 HTDD_Change = -3.4 Observation = 13 Value_Change = 2273.2 HTDD_Change = -5.8 Observation = 12 Value_Change = 709.2 HTDD_Change = -20.2 Observation = 11 Value_Change = -78.6 HTDD_Change = 0.6 Observation = 10 Value_Change = 807.4 HTDD_Change = 26.4 Observation = 9 Value_Change = -68.2 HTDD_Change = 2.4 Observation = 8 Value_Change = -83.8 HTDD_Change = 23.4 Observation = 7 Value_Change = -68.2 HTDD_Change = -8.4 Observation = 6 Value_Change = 2523.4 HTDD_Change = -5.8 Observation = 5 Value_Change = 4900 HTDD_Change = 13.2 Observation = 4 Value_Change = 497.8 HTDD_Change = 0 Observation = 3 Value_Change = 339.2 HTDD_Change = 5.8 Observation = 2 Value_Change = 926.4 HTDD_Change = -2 Observation = 1
img12.png Value_Change = -8 PRCP_Change = 10.8 Observation = 88 Value_Change = 1900.2 PRCP_Change = 11.8 Observation = 87 Value_Change = 899.8 PRCP_Change = 4.6 Observation = 86 Value_Change = 557.4 PRCP_Change = 21.8 Observation = 85 Value_Change = 147 PRCP_Change = 4.8 Observation = 84 Value_Change = 1452.2 PRCP_Change = 42 Observation = 83 Value_Change = -85 PRCP_Change = 9.2 Observation = 82 Value_Change = -88.8 PRCP_Change = -28 Observation = 81 Value_Change = 609.4 PRCP_Change = 9.2 Observation = 80 Value_Change = -85 PRCP_Change = -2.8 Observation = 79 Value_Change = 1526.4 PRCP_Change = 30.6 Observation = 78 Value_Change = -93.4 PRCP_Change = 12.8 Observation = 77 Value_Change = 257.2 PRCP_Change = 16.4 Observation = 76 Value_Change = 9230 PRCP_Change = 1.6 Observation = 75 Value_Change = 181.2 PRCP_Change = 6 Observation = 74 Value_Change = 2702 PRCP_Change = 25.2 Observation = 73 Value_Change = -98 PRCP_Change = 1.2 Observation = 72 Value_Change = 2784.4 PRCP_Change = 4.2 Observation = 71 Value_Change = 83 PRCP_Change = 29.8 Observation = 70 Value_Change = 3839 PRCP_Change = 39.2 Observation = 69 Value_Change = 2977.6 PRCP_Change = 27 Observation = 68 Value_Change = -78.6 PRCP_Change = 4.8 Observation = 67 Value_Change = 1466.6 PRCP_Change = -15.8 Observation = 66 Value_Change = 893.2 PRCP_Change = 13.2 Observation = 65 Value_Change = 1262.2 PRCP_Change = 28.8 Observation = 64 Value_Change = 1452 PRCP_Change = -20.6 Observation = 63 Value_Change = -85.2 PRCP_Change = 15.2 Observation = 62 Value_Change = 2870.8 PRCP_Change = 20.8 Observation = 61 Value_Change = -83.6 PRCP_Change = -6.6 Observation = 60 Value_Change = -23.4 PRCP_Change = 2 Observation = 59 Value_Change = 230.8 PRCP_Change = 20.4 Observation = 58 Value_Change = 297.6 PRCP_Change = -19.6 Observation = 57 Value_Change = 3303 PRCP_Change = 15.6 Observation = 56 Value_Change = 366 PRCP_Change = -14.6 Observation = 55 Value_Change = 2822.8 PRCP_Change = 15.2 Observation = 54 Value_Change = 545.8 PRCP_Change = 13.4 Observation = 53 Value_Change = -87.4 PRCP_Change = 34.4 Observation = 52 Value_Change = -95 PRCP_Change = 2.2 Observation = 51 Value_Change = 369.6 PRCP_Change = 26.4 Observation = 50 Value_Change = 1073.2 PRCP_Change = 39 Observation = 49 Value_Change = 930 PRCP_Change = 15.8 Observation = 48 Value_Change = -90.8 PRCP_Change = -15.6 Observation = 47 Value_Change = 3129.6 PRCP_Change = 3.8 Observation = 46 Value_Change = -75.8 PRCP_Change = -13.8 Observation = 45 Value_Change = 667.8 PRCP_Change = 15 Observation = 44 Value_Change = 3 PRCP_Change = -0.6 Observation = 43 Value_Change = 309.4 PRCP_Change = 24.4 Observation = 42 Value_Change = -88.8 PRCP_Change = 2.4 Observation = 41 Value_Change = -94.6 PRCP_Change = 0.6 Observation = 40 Value_Change = 2480.4 PRCP_Change = 31.8 Observation = 39 Value_Change = 3314.6 PRCP_Change = 1 Observation = 38 Value_Change = -94.6 PRCP_Change = 10 Observation = 37 Value_Change = -79.8 PRCP_Change = -30.4 Observation = 36 Value_Change = 1688.6 PRCP_Change = 10.8 Observation = 35 Value_Change = -72 PRCP_Change = 15.6 Observation = 34 Value_Change = -72.4 PRCP_Change = 0 Observation = 33 Value_Change = 1081.6 PRCP_Change = 19.8 Observation = 32 Value_Change = -88.2 PRCP_Change = 20.4 Observation = 31 Value_Change = 99.6 PRCP_Change = 20.6 Observation = 30 Value_Change = -69.2 PRCP_Change = 4.8 Observation = 29 Value_Change = 6571.8 PRCP_Change = 1.6 Observation = 28 Value_Change = -70.8 PRCP_Change = 10.2 Observation = 27 Value_Change = 733.4 PRCP_Change = 23.4 Observation = 26 Value_Change = 213.8 PRCP_Change = 0 Observation = 25 Value_Change = -85.8 PRCP_Change = 0 Observation = 24 Value_Change = 837 PRCP_Change = -3.8 Observation = 23 Value_Change = 2331.8 PRCP_Change = -5.2 Observation = 22 Value_Change = 401.2 PRCP_Change = -8 Observation = 21 Value_Change = 1338.4 PRCP_Change = 9.8 Observation = 20 Value_Change = -33 PRCP_Change = 2.2 Observation = 19 Value_Change = 116 PRCP_Change = -17.8 Observation = 18 Value_Change = 415.2 PRCP_Change = 19.2 Observation = 17 Value_Change = 1218.2 PRCP_Change = 22.8 Observation = 16 Value_Change = -96 PRCP_Change = 5.4 Observation = 15 Value_Change = -55 PRCP_Change = 19.4 Observation = 14 Value_Change = 1275.2 PRCP_Change = 30.4 Observation = 13 Value_Change = 2273.2 PRCP_Change = 18.6 Observation = 12 Value_Change = 709.2 PRCP_Change = 5 Observation = 11 Value_Change = -78.6 PRCP_Change = 25.2 Observation = 10 Value_Change = 807.4 PRCP_Change = 13.6 Observation = 9 Value_Change = -68.2 PRCP_Change = 0.6 Observation = 8 Value_Change = -83.8 PRCP_Change = -2.2 Observation = 7 Value_Change = -68.2 PRCP_Change = 6.2 Observation = 6 Value_Change = 2523.4 PRCP_Change = 45.6 Observation = 5 Value_Change = 4900 PRCP_Change = 10.2 Observation = 4 Value_Change = 497.8 PRCP_Change = 19.4 Observation = 3 Value_Change = 339.2 PRCP_Change = 11 Observation = 2 Value_Change = 926.4 PRCP_Change = -11.8 Observation = 1
img13.png Value_Change = -8 TAVG_Change = -0.2 Observation = 88 Value_Change = 1900.2 TAVG_Change = -2.4 Observation = 87 Value_Change = 899.8 TAVG_Change = 4.2 Observation = 86 Value_Change = 557.4 TAVG_Change = -5.2 Observation = 85 Value_Change = 147 TAVG_Change = 2.4 Observation = 84 Value_Change = 1452.2 TAVG_Change = -1.4 Observation = 83 Value_Change = -85 TAVG_Change = 0.4 Observation = 82 Value_Change = -88.8 TAVG_Change = 0 Observation = 81 Value_Change = 609.4 TAVG_Change = -1.4 Observation = 80 Value_Change = -85 TAVG_Change = 2.4 Observation = 79 Value_Change = 1526.4 TAVG_Change = 1.2 Observation = 78 Value_Change = -93.4 TAVG_Change = -1.4 Observation = 77 Value_Change = 257.2 TAVG_Change = 0.4 Observation = 76 Value_Change = 9230 TAVG_Change = -2 Observation = 75 Value_Change = 181.2 TAVG_Change = -4.6 Observation = 74 Value_Change = 2702 TAVG_Change = 0 Observation = 73 Value_Change = -98 TAVG_Change = -8 Observation = 72 Value_Change = 2784.4 TAVG_Change = 2.6 Observation = 71 Value_Change = 83 TAVG_Change = 0 Observation = 70 Value_Change = 3839 TAVG_Change = -0.6 Observation = 69 Value_Change = 2977.6 TAVG_Change = 0 Observation = 68 Value_Change = -78.6 TAVG_Change = 2.2 Observation = 67 Value_Change = 1466.6 TAVG_Change = 1 Observation = 66 Value_Change = 893.2 TAVG_Change = -4.6 Observation = 65 Value_Change = 1262.2 TAVG_Change = 1 Observation = 64 Value_Change = 1452 TAVG_Change = 2.4 Observation = 63 Value_Change = -85.2 TAVG_Change = 8.8 Observation = 62 Value_Change = 2870.8 TAVG_Change = 1.6 Observation = 61 Value_Change = -83.6 TAVG_Change = -4.2 Observation = 60 Value_Change = -23.4 TAVG_Change = 1.4 Observation = 59 Value_Change = 230.8 TAVG_Change = 1.6 Observation = 58 Value_Change = 297.6 TAVG_Change = 3 Observation = 57 Value_Change = 3303 TAVG_Change = -2.6 Observation = 56 Value_Change = 366 TAVG_Change = 0 Observation = 55 Value_Change = 2822.8 TAVG_Change = 5.6 Observation = 54 Value_Change = 545.8 TAVG_Change = 2 Observation = 53 Value_Change = -87.4 TAVG_Change = -3.4 Observation = 52 Value_Change = -95 TAVG_Change = 1.6 Observation = 51 Value_Change = 369.6 TAVG_Change = 6.4 Observation = 50 Value_Change = 1073.2 TAVG_Change = -0.6 Observation = 49 Value_Change = 930 TAVG_Change = 1.2 Observation = 48 Value_Change = -90.8 TAVG_Change = 2.2 Observation = 47 Value_Change = 3129.6 TAVG_Change = 2.8 Observation = 46 Value_Change = -75.8 TAVG_Change = 0 Observation = 45 Value_Change = 667.8 TAVG_Change = 3.6 Observation = 44 Value_Change = 3 TAVG_Change = -1 Observation = 43 Value_Change = 309.4 TAVG_Change = 0.8 Observation = 42 Value_Change = -88.8 TAVG_Change = 0 Observation = 41 Value_Change = -94.6 TAVG_Change = 1.8 Observation = 40 Value_Change = 2480.4 TAVG_Change = -0.6 Observation = 39 Value_Change = 3314.6 TAVG_Change = -4.6 Observation = 38 Value_Change = -94.6 TAVG_Change = 3.6 Observation = 37 Value_Change = -79.8 TAVG_Change = 6.2 Observation = 36 Value_Change = 1688.6 TAVG_Change = 0.2 Observation = 35 Value_Change = -72 TAVG_Change = -5.6 Observation = 34 Value_Change = -72.4 TAVG_Change = 0 Observation = 33 Value_Change = 1081.6 TAVG_Change = 1.2 Observation = 32 Value_Change = -88.2 TAVG_Change = 0 Observation = 31 Value_Change = 99.6 TAVG_Change = 0 Observation = 30 Value_Change = -69.2 TAVG_Change = 0 Observation = 29 Value_Change = 6571.8 TAVG_Change = 0.8 Observation = 28 Value_Change = -70.8 TAVG_Change = 11.6 Observation = 27 Value_Change = 733.4 TAVG_Change = -8.8 Observation = 26 Value_Change = 213.8 TAVG_Change = -1 Observation = 25 Value_Change = -85.8 TAVG_Change = 0 Observation = 24 Value_Change = 837 TAVG_Change = 2.8 Observation = 23 Value_Change = 2331.8 TAVG_Change = 1.6 Observation = 22 Value_Change = 401.2 TAVG_Change = 1.6 Observation = 21 Value_Change = 1338.4 TAVG_Change = -1.2 Observation = 20 Value_Change = -33 TAVG_Change = 1.8 Observation = 19 Value_Change = 116 TAVG_Change = 0 Observation = 18 Value_Change = 415.2 TAVG_Change = 1.6 Observation = 17 Value_Change = 1218.2 TAVG_Change = 0.2 Observation = 16 Value_Change = -96 TAVG_Change = 5.2 Observation = 15 Value_Change = -55 TAVG_Change = -1.2 Observation = 14 Value_Change = 1275.2 TAVG_Change = 2 Observation = 13 Value_Change = 2273.2 TAVG_Change = -2.6 Observation = 12 Value_Change = 709.2 TAVG_Change = 15.4 Observation = 11 Value_Change = -78.6 TAVG_Change = 0.2 Observation = 10 Value_Change = 807.4 TAVG_Change = 0.8 Observation = 9 Value_Change = -68.2 TAVG_Change = 4 Observation = 8 Value_Change = -83.8 TAVG_Change = -3.2 Observation = 7 Value_Change = -68.2 TAVG_Change = -1.6 Observation = 6 Value_Change = 2523.4 TAVG_Change = 2 Observation = 5 Value_Change = 4900 TAVG_Change = -6.2 Observation = 4 Value_Change = 497.8 TAVG_Change = 0 Observation = 3 Value_Change = 339.2 TAVG_Change = -3.6 Observation = 2 Value_Change = 926.4 TAVG_Change = 2.2 Observation = 1
img14.png Value_Change = -8 TMIN_Change = 3.6 Observation = 88 Value_Change = 1900.2 TMIN_Change = -1 Observation = 87 Value_Change = 899.8 TMIN_Change = 13.8 Observation = 86 Value_Change = 557.4 TMIN_Change = -0.8 Observation = 85 Value_Change = 147 TMIN_Change = 4.2 Observation = 84 Value_Change = 1452.2 TMIN_Change = 0.2 Observation = 83 Value_Change = -85 TMIN_Change = -1.4 Observation = 82 Value_Change = -88.8 TMIN_Change = 0 Observation = 81 Value_Change = 609.4 TMIN_Change = -1.6 Observation = 80 Value_Change = -85 TMIN_Change = -0.4 Observation = 79 Value_Change = 1526.4 TMIN_Change = -1.2 Observation = 78 Value_Change = -93.4 TMIN_Change = 8.6 Observation = 77 Value_Change = 257.2 TMIN_Change = 4.2 Observation = 76 Value_Change = 9230 TMIN_Change = 3.6 Observation = 75 Value_Change = 181.2 TMIN_Change = -4 Observation = 74 Value_Change = 2702 TMIN_Change = 0 Observation = 73 Value_Change = -98 TMIN_Change = -10.4 Observation = 72 Value_Change = 2784.4 TMIN_Change = 3 Observation = 71 Value_Change = 83 TMIN_Change = 6.8 Observation = 70 Value_Change = 3839 TMIN_Change = 0.6 Observation = 69 Value_Change = 2977.6 TMIN_Change = 1.6 Observation = 68 Value_Change = -78.6 TMIN_Change = 2.4 Observation = 67 Value_Change = 1466.6 TMIN_Change = 4.6 Observation = 66 Value_Change = 893.2 TMIN_Change = -10 Observation = 65 Value_Change = 1262.2 TMIN_Change = 8.6 Observation = 64 Value_Change = 1452 TMIN_Change = 4.4 Observation = 63 Value_Change = -85.2 TMIN_Change = 28.6 Observation = 62 Value_Change = 2870.8 TMIN_Change = 3.4 Observation = 61 Value_Change = -83.6 TMIN_Change = -7 Observation = 60 Value_Change = -23.4 TMIN_Change = 2.4 Observation = 59 Value_Change = 230.8 TMIN_Change = 0.4 Observation = 58 Value_Change = 297.6 TMIN_Change = 5.6 Observation = 57 Value_Change = 3303 TMIN_Change = -0.4 Observation = 56 Value_Change = 366 TMIN_Change = 0 Observation = 55 Value_Change = 2822.8 TMIN_Change = 8 Observation = 54 Value_Change = 545.8 TMIN_Change = 23 Observation = 53 Value_Change = -87.4 TMIN_Change = -4 Observation = 52 Value_Change = -95 TMIN_Change = 4.8 Observation = 51 Value_Change = 369.6 TMIN_Change = 27.4 Observation = 50 Value_Change = 1073.2 TMIN_Change = -3.4 Observation = 49 Value_Change = 930 TMIN_Change = 4.2 Observation = 48 Value_Change = -90.8 TMIN_Change = 0.4 Observation = 47 Value_Change = 3129.6 TMIN_Change = 6 Observation = 46 Value_Change = -75.8 TMIN_Change = 0 Observation = 45 Value_Change = 667.8 TMIN_Change = 8.8 Observation = 44 Value_Change = 3 TMIN_Change = -1 Observation = 43 Value_Change = 309.4 TMIN_Change = 7.2 Observation = 42 Value_Change = -88.8 TMIN_Change = 0 Observation = 41 Value_Change = -94.6 TMIN_Change = 0.2 Observation = 40 Value_Change = 2480.4 TMIN_Change = 2.8 Observation = 39 Value_Change = 3314.6 TMIN_Change = -9 Observation = 38 Value_Change = -94.6 TMIN_Change = 2 Observation = 37 Value_Change = -79.8 TMIN_Change = 12.4 Observation = 36 Value_Change = 1688.6 TMIN_Change = 1.4 Observation = 35 Value_Change = -72 TMIN_Change = -1.4 Observation = 34 Value_Change = -72.4 TMIN_Change = 0 Observation = 33 Value_Change = 1081.6 TMIN_Change = -0.4 Observation = 32 Value_Change = -88.2 TMIN_Change = 0 Observation = 31 Value_Change = 99.6 TMIN_Change = 1 Observation = 30 Value_Change = -69.2 TMIN_Change = -0.2 Observation = 29 Value_Change = 6571.8 TMIN_Change = 1.4 Observation = 28 Value_Change = -70.8 TMIN_Change = 15.2 Observation = 27 Value_Change = 733.4 TMIN_Change = -22.2 Observation = 26 Value_Change = 213.8 TMIN_Change = -0.4 Observation = 25 Value_Change = -85.8 TMIN_Change = 0 Observation = 24 Value_Change = 837 TMIN_Change = 4.2 Observation = 23 Value_Change = 2331.8 TMIN_Change = 4.6 Observation = 22 Value_Change = 401.2 TMIN_Change = 5.4 Observation = 21 Value_Change = 1338.4 TMIN_Change = -8.8 Observation = 20 Value_Change = -33 TMIN_Change = 2.6 Observation = 19 Value_Change = 116 TMIN_Change = 0 Observation = 18 Value_Change = 415.2 TMIN_Change = 4.2 Observation = 17 Value_Change = 1218.2 TMIN_Change = -0.6 Observation = 16 Value_Change = -96 TMIN_Change = 15 Observation = 15 Value_Change = -55 TMIN_Change = 2 Observation = 14 Value_Change = 1275.2 TMIN_Change = 9 Observation = 13 Value_Change = 2273.2 TMIN_Change = 0.6 Observation = 12 Value_Change = 709.2 TMIN_Change = 31.8 Observation = 11 Value_Change = -78.6 TMIN_Change = 5.2 Observation = 10 Value_Change = 807.4 TMIN_Change = 6.6 Observation = 9 Value_Change = -68.2 TMIN_Change = 10.4 Observation = 8 Value_Change = -83.8 TMIN_Change = -2.6 Observation = 7 Value_Change = -68.2 TMIN_Change = 6.2 Observation = 6 Value_Change = 2523.4 TMIN_Change = 4 Observation = 5 Value_Change = 4900 TMIN_Change = -10.2 Observation = 4 Value_Change = 497.8 TMIN_Change = 0 Observation = 3 Value_Change = 339.2 TMIN_Change = -10 Observation = 2 Value_Change = 926.4 TMIN_Change = 1 Observation = 1
img15.png Value_Change = -8 TMAX_Change = -1.4 Observation = 88 Value_Change = 1900.2 TMAX_Change = -3 Observation = 87 Value_Change = 899.8 TMAX_Change = 0 Observation = 86 Value_Change = 557.4 TMAX_Change = -7 Observation = 85 Value_Change = 147 TMAX_Change = 1.4 Observation = 84 Value_Change = 1452.2 TMAX_Change = -1.8 Observation = 83 Value_Change = -85 TMAX_Change = 1.2 Observation = 82 Value_Change = -88.8 TMAX_Change = -2.4 Observation = 81 Value_Change = 609.4 TMAX_Change = -1 Observation = 80 Value_Change = -85 TMAX_Change = 3.6 Observation = 79 Value_Change = 1526.4 TMAX_Change = 2.4 Observation = 78 Value_Change = -93.4 TMAX_Change = -4.6 Observation = 77 Value_Change = 257.2 TMAX_Change = -1 Observation = 76 Value_Change = 9230 TMAX_Change = -3.6 Observation = 75 Value_Change = 181.2 TMAX_Change = -5.2 Observation = 74 Value_Change = 2702 TMAX_Change = 0 Observation = 73 Value_Change = -98 TMAX_Change = 4 Observation = 72 Value_Change = 2784.4 TMAX_Change = 2.2 Observation = 71 Value_Change = 83 TMAX_Change = -2.4 Observation = 70 Value_Change = 3839 TMAX_Change = -1 Observation = 69 Value_Change = 2977.6 TMAX_Change = -0.8 Observation = 68 Value_Change = -78.6 TMAX_Change = 3 Observation = 67 Value_Change = 1466.6 TMAX_Change = -0.6 Observation = 66 Value_Change = 893.2 TMAX_Change = -2 Observation = 65 Value_Change = 1262.2 TMAX_Change = -2.2 Observation = 64 Value_Change = 1452 TMAX_Change = 1.2 Observation = 63 Value_Change = -85.2 TMAX_Change = 2.2 Observation = 62 Value_Change = 2870.8 TMAX_Change = 0.6 Observation = 61 Value_Change = -83.6 TMAX_Change = -2.8 Observation = 60 Value_Change = -23.4 TMAX_Change = 1 Observation = 59 Value_Change = 230.8 TMAX_Change = 2.2 Observation = 58 Value_Change = 297.6 TMAX_Change = 2 Observation = 57 Value_Change = 3303 TMAX_Change = -3.4 Observation = 56 Value_Change = 366 TMAX_Change = 0 Observation = 55 Value_Change = 2822.8 TMAX_Change = 4.2 Observation = 54 Value_Change = 545.8 TMAX_Change = -3.6 Observation = 53 Value_Change = -87.4 TMAX_Change = -3.2 Observation = 52 Value_Change = -95 TMAX_Change = 0 Observation = 51 Value_Change = 369.6 TMAX_Change = 0.4 Observation = 50 Value_Change = 1073.2 TMAX_Change = 0.4 Observation = 49 Value_Change = 930 TMAX_Change = 0.2 Observation = 48 Value_Change = -90.8 TMAX_Change = 3.2 Observation = 47 Value_Change = 3129.6 TMAX_Change = 1.6 Observation = 46 Value_Change = -75.8 TMAX_Change = 0 Observation = 45 Value_Change = 667.8 TMAX_Change = 1.4 Observation = 44 Value_Change = 3 TMAX_Change = -0.8 Observation = 43 Value_Change = 309.4 TMAX_Change = -1.4 Observation = 42 Value_Change = -88.8 TMAX_Change = 0 Observation = 41 Value_Change = -94.6 TMAX_Change = 2.4 Observation = 40 Value_Change = 2480.4 TMAX_Change = -2 Observation = 39 Value_Change = 3314.6 TMAX_Change = -3 Observation = 38 Value_Change = -94.6 TMAX_Change = 4.4 Observation = 37 Value_Change = -79.8 TMAX_Change = 0.6 Observation = 36 Value_Change = 1688.6 TMAX_Change = 1.4 Observation = 35 Value_Change = -72 TMAX_Change = -7 Observation = 34 Value_Change = -72.4 TMAX_Change = 0 Observation = 33 Value_Change = 1081.6 TMAX_Change = 1.8 Observation = 32 Value_Change = -88.2 TMAX_Change = 0 Observation = 31 Value_Change = 99.6 TMAX_Change = -0.6 Observation = 30 Value_Change = -69.2 TMAX_Change = 0 Observation = 29 Value_Change = 6571.8 TMAX_Change = 1 Observation = 28 Value_Change = -70.8 TMAX_Change = 10.2 Observation = 27 Value_Change = 733.4 TMAX_Change = -3 Observation = 26 Value_Change = 213.8 TMAX_Change = -1.2 Observation = 25 Value_Change = -85.8 TMAX_Change = 0 Observation = 24 Value_Change = 837 TMAX_Change = 2.2 Observation = 23 Value_Change = 2331.8 TMAX_Change = 0 Observation = 22 Value_Change = 401.2 TMAX_Change = -0.4 Observation = 21 Value_Change = 1338.4 TMAX_Change = 1.8 Observation = 20 Value_Change = -33 TMAX_Change = 1.6 Observation = 19 Value_Change = 116 TMAX_Change = 0 Observation = 18 Value_Change = 415.2 TMAX_Change = 0.4 Observation = 17 Value_Change = 1218.2 TMAX_Change = 0.6 Observation = 16 Value_Change = -96 TMAX_Change = 0 Observation = 15 Value_Change = -55 TMAX_Change = -2.4 Observation = 14 Value_Change = 1275.2 TMAX_Change = -0.8 Observation = 13 Value_Change = 2273.2 TMAX_Change = -4 Observation = 12 Value_Change = 709.2 TMAX_Change = 9.6 Observation = 11 Value_Change = -78.6 TMAX_Change = -2.6 Observation = 10 Value_Change = 807.4 TMAX_Change = -1.4 Observation = 9 Value_Change = -68.2 TMAX_Change = 1.2 Observation = 8 Value_Change = -83.8 TMAX_Change = -3.4 Observation = 7 Value_Change = -68.2 TMAX_Change = -4.2 Observation = 6 Value_Change = 2523.4 TMAX_Change = 1.4 Observation = 5 Value_Change = 4900 TMAX_Change = -3.8 Observation = 4 Value_Change = 497.8 TMAX_Change = 0 Observation = 3 Value_Change = 339.2 TMAX_Change = -0.4 Observation = 2 Value_Change = 926.4 TMAX_Change = 2.8 Observation = 1

Created:         Monday, May 11, 2020

CORRELATION MATRIX TO GET TOP PREDICTORS FOR CROP TOTALS

The CORR Procedure
9 Variables: Value_Change Unemployment_Change Pop_Density_Change CLDD_Change HTDD_Change PRCP_Change TAVG_Change TMIN_Change TMAX_Change
Pearson Correlation Coefficients, N = 88
Prob > |r| under H0: Rho=0
Value_Change
Value_Change
1.00000
 
PRCP_Change
0.16601
0.1221
CLDD_Change
-0.13197
0.2203
Unemployment_Change
Unemployment_Change
1.00000
 
PRCP_Change
-0.34244
0.0011
TMAX_Change
0.27024
0.0109
Pop_Density_Change
Pop_Density_Change
1.00000
 
PRCP_Change
0.29105
0.0059
HTDD_Change
-0.25799
0.0152
CLDD_Change
CLDD_Change
1.00000
 
TAVG_Change
0.88931
<.0001
TMAX_Change
0.73427
<.0001
HTDD_Change
HTDD_Change
1.00000
 
TAVG_Change
-0.25834
0.0151
Pop_Density_Change
-0.25799
0.0152
PRCP_Change
PRCP_Change
1.00000
 
Unemployment_Change
-0.34244
0.0011
Pop_Density_Change
0.29105
0.0059
TAVG_Change
TAVG_Change
1.00000
 
CLDD_Change
0.88931
<.0001
TMIN_Change
0.83158
<.0001
TMIN_Change
TMIN_Change
1.00000
 
TAVG_Change
0.83158
<.0001
CLDD_Change
0.69837
<.0001
TMAX_Change
TMAX_Change
1.00000
 
CLDD_Change
0.73427
<.0001
TAVG_Change
0.73111
<.0001

Created:         Monday, May 11, 2020

LINEAR REGRESSION MODEL WITH USING TOP PREDICTIVE VARIABLES FOR CROP TOTALS

The GLM Procedure
Number of Observations Read 88
Number of Observations Used 88

Created:         Monday, May 11, 2020


LINEAR REGRESSION MODEL WITH USING TOP PREDICTIVE VARIABLES FOR CROP TOTALS

The GLM Procedure

Dependent Variable: Value_Change   
Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 3216844.4 1608422.2 0.66 0.5206
Error 85 207814812.1 2444880.1    
Corrected Total 87 211031656.5      
R-Square Coeff Var Root MSE Value_Change Mean
0.015243 160.2647 1563.611 975.6432
Source DF Type I SS Mean Square F Value Pr > F
Pop_Density_Change 1 1160998.848 1160998.848 0.47 0.4926
Unemployment_Change 1 2055845.521 2055845.521 0.84 0.3617
Source DF Type III SS Mean Square F Value Pr > F
Pop_Density_Change 1 1478760.906 1478760.906 0.60 0.4389
Unemployment_Change 1 2055845.521 2055845.521 0.84 0.3617
Parameter Estimate Standard
Error		 t Value Pr > |t|
Intercept -521.1391133 1601.931897 -0.33 0.7457
Pop_Density_Change 25.8053112 33.180957 0.78 0.4389
Unemployment_Change -27.5060806 29.995925 -0.92 0.3617
img16.png

Created:         Monday, May 11, 2020

MAP SHOWING PERCENTAGE CHANGE IN VALUE OF FERTILIZER TOTALS BETWEEN 2012 AND 2017 ACROSS NORTH CAROLINA

img23.png

Created:         Monday, May 11, 2020

CORRELATION AND SCATTER PLOTS FOR FERTILIZER TOTALS

The CORR Procedure
1 With Variables: Value_Change
8 Variables: Unemployment_Change Pop_Density_Change CLDD_Change HTDD_Change PRCP_Change TAVG_Change TMIN_Change TMAX_Change
Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
Value_Change 92 -3.03478 31.97800 -279.20000 -53.80000 140.60000
Unemployment_Change 92 -52.59348 5.85363 -4839 -66.00000 -35.00000
Pop_Density_Change 92 1.52609 5.09658 140.40000 -7.40000 16.80000
CLDD_Change 92 2.63913 15.57863 242.80000 -28.20000 86.20000
HTDD_Change 92 0.58261 9.84614 53.60000 -20.20000 51.40000
PRCP_Change 92 8.41957 16.20370 774.60000 -30.40000 45.60000
TAVG_Change 92 0.63696 3.73000 58.60000 -8.80000 15.40000
TMIN_Change 92 2.46522 8.14501 226.80000 -22.20000 31.80000
TMAX_Change 92 0.09783 2.90365 9.00000 -7.00000 10.20000
Pearson Correlation Coefficients, N = 92
Prob > |r| under H0: Rho=0
Value_Change
TMAX_Change
-0.32310
0.0017
Unemployment_Change
-0.29133
0.0048
CLDD_Change
-0.22943
0.0278
TAVG_Change
-0.22338
0.0323
HTDD_Change
-0.15149
0.1494
PRCP_Change
0.14838
0.1581
TMIN_Change
-0.07092
0.5017
Pop_Density_Change
-0.03814
0.7181

Created:         Monday, May 11, 2020


CORRELATION AND SCATTER PLOTS FOR FERTILIZER TOTALS

The CORR Procedure
img8.png Value_Change = 2.6 Unemployment_Change = -58 Observation = 92 Value_Change = -23 Unemployment_Change = -57.6 Observation = 91 Value_Change = 16.2 Unemployment_Change = -44.6 Observation = 90 Value_Change = 34 Unemployment_Change = -59.6 Observation = 89 Value_Change = -18 Unemployment_Change = -41.2 Observation = 88 Value_Change = -23.8 Unemployment_Change = -46 Observation = 87 Value_Change = -36 Unemployment_Change = -57.6 Observation = 86 Value_Change = 1.4 Unemployment_Change = -45.2 Observation = 85 Value_Change = 12.8 Unemployment_Change = -45 Observation = 84 Value_Change = 95.2 Unemployment_Change = -54 Observation = 83 Value_Change = -12 Unemployment_Change = -49.4 Observation = 82 Value_Change = -36.6 Unemployment_Change = -44.2 Observation = 81 Value_Change = 21.8 Unemployment_Change = -66 Observation = 80 Value_Change = 14.4 Unemployment_Change = -57.2 Observation = 79 Value_Change = 28 Unemployment_Change = -54.8 Observation = 78 Value_Change = -17.6 Unemployment_Change = -58.6 Observation = 77 Value_Change = -26.6 Unemployment_Change = -55.8 Observation = 76 Value_Change = 0.4 Unemployment_Change = -49.4 Observation = 75 Value_Change = 7.6 Unemployment_Change = -54.6 Observation = 74 Value_Change = 25 Unemployment_Change = -56.8 Observation = 73 Value_Change = 16.4 Unemployment_Change = -54.8 Observation = 72 Value_Change = -21.4 Unemployment_Change = -50.8 Observation = 71 Value_Change = -47.4 Unemployment_Change = -55.2 Observation = 70 Value_Change = 25 Unemployment_Change = -56.6 Observation = 69 Value_Change = 43.2 Unemployment_Change = -51.8 Observation = 68 Value_Change = -33.4 Unemployment_Change = -47.2 Observation = 67 Value_Change = -7.4 Unemployment_Change = -58.2 Observation = 66 Value_Change = -53.8 Unemployment_Change = -55.8 Observation = 65 Value_Change = -21.4 Unemployment_Change = -45 Observation = 64 Value_Change = -40.2 Unemployment_Change = -48.8 Observation = 63 Value_Change = 4.8 Unemployment_Change = -39.4 Observation = 62 Value_Change = -43.4 Unemployment_Change = -35 Observation = 61 Value_Change = -23.2 Unemployment_Change = -46 Observation = 60 Value_Change = 7.4 Unemployment_Change = -47.8 Observation = 59 Value_Change = 44.6 Unemployment_Change = -50 Observation = 58 Value_Change = -20.4 Unemployment_Change = -57.6 Observation = 57 Value_Change = -13.4 Unemployment_Change = -57.4 Observation = 56 Value_Change = -31 Unemployment_Change = -63 Observation = 55 Value_Change = -17 Unemployment_Change = -53.4 Observation = 54 Value_Change = 41.8 Unemployment_Change = -57.2 Observation = 53 Value_Change = 4 Unemployment_Change = -56.6 Observation = 52 Value_Change = -9.4 Unemployment_Change = -58.4 Observation = 51 Value_Change = -33.4 Unemployment_Change = -55.2 Observation = 50 Value_Change = -6.8 Unemployment_Change = -55.2 Observation = 49 Value_Change = -4.8 Unemployment_Change = -55.6 Observation = 48 Value_Change = -14.6 Unemployment_Change = -51.2 Observation = 47 Value_Change = 66 Unemployment_Change = -55.6 Observation = 46 Value_Change = -28.6 Unemployment_Change = -57.6 Observation = 45 Value_Change = -7.6 Unemployment_Change = -37.4 Observation = 44 Value_Change = -44.6 Unemployment_Change = -46.8 Observation = 43 Value_Change = 3.4 Unemployment_Change = -47.2 Observation = 42 Value_Change = 7.4 Unemployment_Change = -49.4 Observation = 41 Value_Change = 9.4 Unemployment_Change = -56 Observation = 40 Value_Change = -18.8 Unemployment_Change = -51.8 Observation = 39 Value_Change = -17.8 Unemployment_Change = -46.6 Observation = 38 Value_Change = 12.4 Unemployment_Change = -50.6 Observation = 37 Value_Change = 24.4 Unemployment_Change = -52.6 Observation = 36 Value_Change = 80.8 Unemployment_Change = -61.6 Observation = 35 Value_Change = -18.6 Unemployment_Change = -42.8 Observation = 34 Value_Change = 43 Unemployment_Change = -56.2 Observation = 33 Value_Change = -38.8 Unemployment_Change = -52.6 Observation = 32 Value_Change = -32.4 Unemployment_Change = -51.6 Observation = 31 Value_Change = -2.2 Unemployment_Change = -46.8 Observation = 30 Value_Change = -46.8 Unemployment_Change = -46 Observation = 29 Value_Change = -26.6 Unemployment_Change = -47.2 Observation = 28 Value_Change = -8 Unemployment_Change = -57.2 Observation = 27 Value_Change = -20 Unemployment_Change = -55.6 Observation = 26 Value_Change = -41 Unemployment_Change = -49.4 Observation = 25 Value_Change = -37.2 Unemployment_Change = -45.8 Observation = 24 Value_Change = -16.8 Unemployment_Change = -51.6 Observation = 23 Value_Change = -33.2 Unemployment_Change = -56 Observation = 22 Value_Change = -11.2 Unemployment_Change = -58.2 Observation = 21 Value_Change = -25 Unemployment_Change = -52.2 Observation = 20 Value_Change = 19.6 Unemployment_Change = -55.4 Observation = 19 Value_Change = 27.8 Unemployment_Change = -51.2 Observation = 18 Value_Change = -8.8 Unemployment_Change = -59.4 Observation = 17 Value_Change = 5.4 Unemployment_Change = -55.6 Observation = 16 Value_Change = -21 Unemployment_Change = -45.6 Observation = 15 Value_Change = 3.4 Unemployment_Change = -62 Observation = 14 Value_Change = -26.4 Unemployment_Change = -54.4 Observation = 13 Value_Change = 140.6 Unemployment_Change = -57.2 Observation = 12 Value_Change = -4.8 Unemployment_Change = -52.8 Observation = 11 Value_Change = 5.2 Unemployment_Change = -50 Observation = 10 Value_Change = 21 Unemployment_Change = -54.4 Observation = 9 Value_Change = -2 Unemployment_Change = -48.2 Observation = 8 Value_Change = -23.2 Unemployment_Change = -52.8 Observation = 7 Value_Change = 37.2 Unemployment_Change = -59.4 Observation = 6 Value_Change = 8.4 Unemployment_Change = -60.6 Observation = 5 Value_Change = -9.8 Unemployment_Change = -53.2 Observation = 4 Value_Change = -24.6 Unemployment_Change = -52 Observation = 3 Value_Change = 13.2 Unemployment_Change = -62.6 Observation = 2 Value_Change = -22.6 Unemployment_Change = -50.6 Observation = 1
img9.png Value_Change = 2.6 Pop_Density_Change = 0.4 Observation = 92 Value_Change = -23 Pop_Density_Change = -1.4 Observation = 91 Value_Change = 16.2 Pop_Density_Change = 0.2 Observation = 90 Value_Change = 34 Pop_Density_Change = -0.6 Observation = 89 Value_Change = -18 Pop_Density_Change = -1 Observation = 88 Value_Change = -23.8 Pop_Density_Change = 5.8 Observation = 87 Value_Change = -36 Pop_Density_Change = -5.2 Observation = 86 Value_Change = 1.4 Pop_Density_Change = -4.2 Observation = 85 Value_Change = 12.8 Pop_Density_Change = 12.6 Observation = 84 Value_Change = 95.2 Pop_Density_Change = -1.8 Observation = 83 Value_Change = -12 Pop_Density_Change = 11.2 Observation = 82 Value_Change = -36.6 Pop_Density_Change = 1.4 Observation = 81 Value_Change = 21.8 Pop_Density_Change = 1.6 Observation = 80 Value_Change = 14.4 Pop_Density_Change = -1.6 Observation = 79 Value_Change = 28 Pop_Density_Change = -2.2 Observation = 78 Value_Change = -17.6 Pop_Density_Change = 1.6 Observation = 77 Value_Change = -26.6 Pop_Density_Change = -2.6 Observation = 76 Value_Change = 0.4 Pop_Density_Change = -0.4 Observation = 75 Value_Change = 7.6 Pop_Density_Change = -1 Observation = 74 Value_Change = 25 Pop_Density_Change = 2.2 Observation = 73 Value_Change = 16.4 Pop_Density_Change = -2 Observation = 72 Value_Change = -21.4 Pop_Density_Change = -2.2 Observation = 71 Value_Change = -47.4 Pop_Density_Change = -3.4 Observation = 70 Value_Change = 25 Pop_Density_Change = 0.6 Observation = 69 Value_Change = 43.2 Pop_Density_Change = 1.4 Observation = 68 Value_Change = -33.4 Pop_Density_Change = 3.2 Observation = 67 Value_Change = -7.4 Pop_Density_Change = 0.6 Observation = 66 Value_Change = -53.8 Pop_Density_Change = 13.2 Observation = 65 Value_Change = -21.4 Pop_Density_Change = -2.2 Observation = 64 Value_Change = -40.2 Pop_Density_Change = -2.8 Observation = 63 Value_Change = 4.8 Pop_Density_Change = 4.4 Observation = 62 Value_Change = -43.4 Pop_Density_Change = 2.2 Observation = 61 Value_Change = -23.2 Pop_Density_Change = -6.4 Observation = 60 Value_Change = 7.4 Pop_Density_Change = -1.2 Observation = 59 Value_Change = 44.6 Pop_Density_Change = 7.8 Observation = 58 Value_Change = -20.4 Pop_Density_Change = -0.6 Observation = 57 Value_Change = -13.4 Pop_Density_Change = -2.2 Observation = 56 Value_Change = -31 Pop_Density_Change = 0.4 Observation = 55 Value_Change = -17 Pop_Density_Change = -4.4 Observation = 54 Value_Change = 41.8 Pop_Density_Change = 3.4 Observation = 53 Value_Change = 4 Pop_Density_Change = 2.4 Observation = 52 Value_Change = -9.4 Pop_Density_Change = 4.6 Observation = 51 Value_Change = -33.4 Pop_Density_Change = -4.2 Observation = 50 Value_Change = -6.8 Pop_Density_Change = 2.2 Observation = 49 Value_Change = -4.8 Pop_Density_Change = -4.6 Observation = 48 Value_Change = -14.6 Pop_Density_Change = 12.6 Observation = 47 Value_Change = 66 Pop_Density_Change = 6.4 Observation = 46 Value_Change = -28.6 Pop_Density_Change = 8 Observation = 45 Value_Change = -7.6 Pop_Density_Change = -7.4 Observation = 44 Value_Change = -44.6 Pop_Density_Change = 7.2 Observation = 43 Value_Change = 3.4 Pop_Density_Change = -2.8 Observation = 42 Value_Change = 7.4 Pop_Density_Change = 7.2 Observation = 41 Value_Change = 9.4 Pop_Density_Change = 4 Observation = 40 Value_Change = -18.8 Pop_Density_Change = 8.2 Observation = 39 Value_Change = -17.8 Pop_Density_Change = -4.6 Observation = 38 Value_Change = 12.4 Pop_Density_Change = 5.8 Observation = 37 Value_Change = 24.4 Pop_Density_Change = 3.2 Observation = 36 Value_Change = 80.8 Pop_Density_Change = -2 Observation = 35 Value_Change = -18.6 Pop_Density_Change = -3.2 Observation = 34 Value_Change = 43 Pop_Density_Change = 5.8 Observation = 33 Value_Change = -38.8 Pop_Density_Change = 7.6 Observation = 32 Value_Change = -32.4 Pop_Density_Change = 5 Observation = 31 Value_Change = -2.2 Pop_Density_Change = -5.2 Observation = 30 Value_Change = -46.8 Pop_Density_Change = 10.4 Observation = 29 Value_Change = -26.6 Pop_Density_Change = -1 Observation = 28 Value_Change = -8 Pop_Density_Change = 2.6 Observation = 27 Value_Change = -20 Pop_Density_Change = 1.4 Observation = 26 Value_Change = -41 Pop_Density_Change = 9.6 Observation = 25 Value_Change = -37.2 Pop_Density_Change = 0.4 Observation = 24 Value_Change = -16.8 Pop_Density_Change = -2.4 Observation = 23 Value_Change = -33.2 Pop_Density_Change = -2.6 Observation = 22 Value_Change = -11.2 Pop_Density_Change = 0 Observation = 21 Value_Change = -25 Pop_Density_Change = -4.4 Observation = 20 Value_Change = 19.6 Pop_Density_Change = 3.6 Observation = 19 Value_Change = 27.8 Pop_Density_Change = 10.4 Observation = 18 Value_Change = -8.8 Pop_Density_Change = 2 Observation = 17 Value_Change = 5.4 Pop_Density_Change = -1.8 Observation = 16 Value_Change = -21 Pop_Density_Change = 5.6 Observation = 15 Value_Change = 3.4 Pop_Density_Change = -0.2 Observation = 14 Value_Change = -26.4 Pop_Density_Change = 12.2 Observation = 13 Value_Change = 140.6 Pop_Density_Change = 0.2 Observation = 12 Value_Change = -4.8 Pop_Density_Change = 5.6 Observation = 11 Value_Change = 5.2 Pop_Density_Change = 16.8 Observation = 10 Value_Change = 21 Pop_Density_Change = -4 Observation = 9 Value_Change = -2 Pop_Density_Change = -6 Observation = 8 Value_Change = -23.2 Pop_Density_Change = -0.8 Observation = 7 Value_Change = 37.2 Pop_Density_Change = -0.4 Observation = 6 Value_Change = 8.4 Pop_Density_Change = -0.4 Observation = 5 Value_Change = -9.8 Pop_Density_Change = -5.4 Observation = 4 Value_Change = -24.6 Pop_Density_Change = 0.8 Observation = 3 Value_Change = 13.2 Pop_Density_Change = 0.6 Observation = 2 Value_Change = -22.6 Pop_Density_Change = 6.6 Observation = 1
img10.png Value_Change = 2.6 CLDD_Change = -6.4 Observation = 92 Value_Change = -23 CLDD_Change = -10.6 Observation = 91 Value_Change = 16.2 CLDD_Change = 21 Observation = 90 Value_Change = 34 CLDD_Change = -19 Observation = 89 Value_Change = -18 CLDD_Change = 8.4 Observation = 88 Value_Change = -23.8 CLDD_Change = -28.2 Observation = 87 Value_Change = -36 CLDD_Change = 7.2 Observation = 86 Value_Change = 1.4 CLDD_Change = 0 Observation = 85 Value_Change = 12.8 CLDD_Change = -4.4 Observation = 84 Value_Change = 95.2 CLDD_Change = 13.2 Observation = 83 Value_Change = -12 CLDD_Change = 4.8 Observation = 82 Value_Change = -36.6 CLDD_Change = 34 Observation = 81 Value_Change = 21.8 CLDD_Change = -2.6 Observation = 80 Value_Change = 14.4 CLDD_Change = -9 Observation = 79 Value_Change = 28 CLDD_Change = -11.6 Observation = 78 Value_Change = -17.6 CLDD_Change = 0 Observation = 77 Value_Change = -26.6 CLDD_Change = -15.4 Observation = 76 Value_Change = 0.4 CLDD_Change = 8.6 Observation = 75 Value_Change = 7.6 CLDD_Change = -3.4 Observation = 74 Value_Change = 25 CLDD_Change = -0.8 Observation = 73 Value_Change = 16.4 CLDD_Change = -0.2 Observation = 72 Value_Change = -21.4 CLDD_Change = -18.8 Observation = 71 Value_Change = -47.4 CLDD_Change = 6 Observation = 70 Value_Change = 25 CLDD_Change = -11 Observation = 69 Value_Change = 43.2 CLDD_Change = 0.8 Observation = 68 Value_Change = -33.4 CLDD_Change = 10.6 Observation = 67 Value_Change = -7.4 CLDD_Change = 24 Observation = 66 Value_Change = -53.8 CLDD_Change = 7.4 Observation = 65 Value_Change = -21.4 CLDD_Change = -11.8 Observation = 64 Value_Change = -40.2 CLDD_Change = 17.6 Observation = 63 Value_Change = 4.8 CLDD_Change = 6.4 Observation = 62 Value_Change = -43.4 CLDD_Change = 7.2 Observation = 61 Value_Change = -23.2 CLDD_Change = 9.8 Observation = 60 Value_Change = 7.4 CLDD_Change = -5.4 Observation = 59 Value_Change = 44.6 CLDD_Change = 0 Observation = 58 Value_Change = -20.4 CLDD_Change = 17 Observation = 57 Value_Change = -13.4 CLDD_Change = 4.2 Observation = 56 Value_Change = -31 CLDD_Change = -9.6 Observation = 55 Value_Change = -17 CLDD_Change = 8.8 Observation = 54 Value_Change = 41.8 CLDD_Change = 24.2 Observation = 53 Value_Change = 4 CLDD_Change = 3 Observation = 52 Value_Change = -9.4 CLDD_Change = 8.6 Observation = 51 Value_Change = -33.4 CLDD_Change = 9 Observation = 50 Value_Change = -6.8 CLDD_Change = 10.2 Observation = 49 Value_Change = -4.8 CLDD_Change = 0 Observation = 48 Value_Change = -14.6 CLDD_Change = 19.8 Observation = 47 Value_Change = 66 CLDD_Change = -5 Observation = 46 Value_Change = -28.6 CLDD_Change = 3.8 Observation = 45 Value_Change = -7.6 CLDD_Change = 18.2 Observation = 44 Value_Change = -44.6 CLDD_Change = 0 Observation = 43 Value_Change = 3.4 CLDD_Change = 3 Observation = 42 Value_Change = 7.4 CLDD_Change = -4.4 Observation = 41 Value_Change = 9.4 CLDD_Change = -16.2 Observation = 40 Value_Change = -18.8 CLDD_Change = 19.8 Observation = 39 Value_Change = -17.8 CLDD_Change = 18.2 Observation = 38 Value_Change = 12.4 CLDD_Change = -0.6 Observation = 37 Value_Change = 24.4 CLDD_Change = 3.8 Observation = 36 Value_Change = 80.8 CLDD_Change = -26 Observation = 35 Value_Change = -18.6 CLDD_Change = 0 Observation = 34 Value_Change = 43 CLDD_Change = 4.4 Observation = 33 Value_Change = -38.8 CLDD_Change = 0 Observation = 32 Value_Change = -32.4 CLDD_Change = -5 Observation = 31 Value_Change = -2.2 CLDD_Change = 5 Observation = 30 Value_Change = -46.8 CLDD_Change = -0.8 Observation = 29 Value_Change = -26.6 CLDD_Change = 46.2 Observation = 28 Value_Change = -8 CLDD_Change = -21.8 Observation = 27 Value_Change = -20 CLDD_Change = -4.2 Observation = 26 Value_Change = -41 CLDD_Change = 0 Observation = 25 Value_Change = -37.2 CLDD_Change = 13.6 Observation = 24 Value_Change = -16.8 CLDD_Change = 5 Observation = 23 Value_Change = -33.2 CLDD_Change = 3.8 Observation = 22 Value_Change = -11.2 CLDD_Change = 5.2 Observation = 21 Value_Change = -25 CLDD_Change = 9.2 Observation = 20 Value_Change = 19.6 CLDD_Change = -25.6 Observation = 19 Value_Change = 27.8 CLDD_Change = 0 Observation = 18 Value_Change = -8.8 CLDD_Change = 2.4 Observation = 17 Value_Change = 5.4 CLDD_Change = -0.8 Observation = 16 Value_Change = -21 CLDD_Change = 22 Observation = 15 Value_Change = 3.4 CLDD_Change = -0.2 Observation = 14 Value_Change = -26.4 CLDD_Change = 6.2 Observation = 13 Value_Change = 140.6 CLDD_Change = -11 Observation = 12 Value_Change = -4.8 CLDD_Change = 86.2 Observation = 11 Value_Change = 5.2 CLDD_Change = 2.6 Observation = 10 Value_Change = 21 CLDD_Change = 3.6 Observation = 9 Value_Change = -2 CLDD_Change = 17.2 Observation = 8 Value_Change = -23.2 CLDD_Change = -7.8 Observation = 7 Value_Change = 37.2 CLDD_Change = -19.6 Observation = 6 Value_Change = 8.4 CLDD_Change = -17 Observation = 5 Value_Change = -9.8 CLDD_Change = -13.6 Observation = 4 Value_Change = -24.6 CLDD_Change = 0 Observation = 3 Value_Change = 13.2 CLDD_Change = -10.6 Observation = 2 Value_Change = -22.6 CLDD_Change = 10 Observation = 1
img11.png Value_Change = 2.6 HTDD_Change = -3.8 Observation = 92 Value_Change = -23 HTDD_Change = -2.4 Observation = 91 Value_Change = 16.2 HTDD_Change = -2.6 Observation = 90 Value_Change = 34 HTDD_Change = -5.8 Observation = 89 Value_Change = -18 HTDD_Change = -0.8 Observation = 88 Value_Change = -23.8 HTDD_Change = -4.8 Observation = 87 Value_Change = -36 HTDD_Change = 3 Observation = 86 Value_Change = 1.4 HTDD_Change = 0 Observation = 85 Value_Change = 12.8 HTDD_Change = 1.2 Observation = 84 Value_Change = 95.2 HTDD_Change = -3 Observation = 83 Value_Change = -12 HTDD_Change = -6.2 Observation = 82 Value_Change = -36.6 HTDD_Change = -1.4 Observation = 81 Value_Change = 21.8 HTDD_Change = 3.6 Observation = 80 Value_Change = 14.4 HTDD_Change = -3.4 Observation = 79 Value_Change = 28 HTDD_Change = 10 Observation = 78 Value_Change = -17.6 HTDD_Change = 1.8 Observation = 77 Value_Change = -26.6 HTDD_Change = -3.6 Observation = 76 Value_Change = 0.4 HTDD_Change = -10.4 Observation = 75 Value_Change = 7.6 HTDD_Change = -4.8 Observation = 74 Value_Change = 25 HTDD_Change = -1.8 Observation = 73 Value_Change = 16.4 HTDD_Change = -5.2 Observation = 72 Value_Change = -21.4 HTDD_Change = 24.8 Observation = 71 Value_Change = -47.4 HTDD_Change = 0.2 Observation = 70 Value_Change = 25 HTDD_Change = 6 Observation = 69 Value_Change = 43.2 HTDD_Change = -19.6 Observation = 68 Value_Change = -33.4 HTDD_Change = 0.2 Observation = 67 Value_Change = -7.4 HTDD_Change = 12.8 Observation = 66 Value_Change = -53.8 HTDD_Change = 1 Observation = 65 Value_Change = -21.4 HTDD_Change = 11.4 Observation = 64 Value_Change = -40.2 HTDD_Change = -2.4 Observation = 63 Value_Change = 4.8 HTDD_Change = -3.8 Observation = 62 Value_Change = -43.4 HTDD_Change = 0 Observation = 61 Value_Change = -23.2 HTDD_Change = -2.6 Observation = 60 Value_Change = 7.4 HTDD_Change = 11.2 Observation = 59 Value_Change = 44.6 HTDD_Change = 0 Observation = 58 Value_Change = -20.4 HTDD_Change = -9.2 Observation = 57 Value_Change = -13.4 HTDD_Change = 51.4 Observation = 56 Value_Change = -31 HTDD_Change = 2.2 Observation = 55 Value_Change = -17 HTDD_Change = 4.6 Observation = 54 Value_Change = 41.8 HTDD_Change = -10.8 Observation = 53 Value_Change = 4 HTDD_Change = -5.2 Observation = 52 Value_Change = -9.4 HTDD_Change = -3.4 Observation = 51 Value_Change = -33.4 HTDD_Change = 17 Observation = 50 Value_Change = -6.8 HTDD_Change = -5 Observation = 49 Value_Change = -4.8 HTDD_Change = 0 Observation = 48 Value_Change = -14.6 HTDD_Change = -4.8 Observation = 47 Value_Change = 66 HTDD_Change = -4 Observation = 46 Value_Change = -28.6 HTDD_Change = -4.2 Observation = 45 Value_Change = -7.6 HTDD_Change = 13.6 Observation = 44 Value_Change = -44.6 HTDD_Change = 4.6 Observation = 43 Value_Change = 3.4 HTDD_Change = 1.8 Observation = 42 Value_Change = 7.4 HTDD_Change = -1.6 Observation = 41 Value_Change = 9.4 HTDD_Change = 4 Observation = 40 Value_Change = -18.8 HTDD_Change = -2.8 Observation = 39 Value_Change = -17.8 HTDD_Change = -12.6 Observation = 38 Value_Change = 12.4 HTDD_Change = -6.8 Observation = 37 Value_Change = 24.4 HTDD_Change = -5.8 Observation = 36 Value_Change = 80.8 HTDD_Change = -3.4 Observation = 35 Value_Change = -18.6 HTDD_Change = 0 Observation = 34 Value_Change = 43 HTDD_Change = -8.6 Observation = 33 Value_Change = -38.8 HTDD_Change = 0 Observation = 32 Value_Change = -32.4 HTDD_Change = -2.6 Observation = 31 Value_Change = -2.2 HTDD_Change = 12.4 Observation = 30 Value_Change = -46.8 HTDD_Change = -8 Observation = 29 Value_Change = -26.6 HTDD_Change = 0 Observation = 28 Value_Change = -8 HTDD_Change = 20.2 Observation = 27 Value_Change = -20 HTDD_Change = 4.4 Observation = 26 Value_Change = -41 HTDD_Change = 0 Observation = 25 Value_Change = -37.2 HTDD_Change = 4.6 Observation = 24 Value_Change = -16.8 HTDD_Change = 0.8 Observation = 23 Value_Change = -33.2 HTDD_Change = -10.8 Observation = 22 Value_Change = -11.2 HTDD_Change = 6 Observation = 21 Value_Change = -25 HTDD_Change = 4.6 Observation = 20 Value_Change = 19.6 HTDD_Change = 5.2 Observation = 19 Value_Change = 27.8 HTDD_Change = 0.8 Observation = 18 Value_Change = -8.8 HTDD_Change = -8.4 Observation = 17 Value_Change = 5.4 HTDD_Change = -3 Observation = 16 Value_Change = -21 HTDD_Change = -10.4 Observation = 15 Value_Change = 3.4 HTDD_Change = 1.8 Observation = 14 Value_Change = -26.4 HTDD_Change = -3.4 Observation = 13 Value_Change = 140.6 HTDD_Change = -5.8 Observation = 12 Value_Change = -4.8 HTDD_Change = -20.2 Observation = 11 Value_Change = 5.2 HTDD_Change = 0.6 Observation = 10 Value_Change = 21 HTDD_Change = 26.4 Observation = 9 Value_Change = -2 HTDD_Change = 2.4 Observation = 8 Value_Change = -23.2 HTDD_Change = 23.4 Observation = 7 Value_Change = 37.2 HTDD_Change = -8.4 Observation = 6 Value_Change = 8.4 HTDD_Change = -5.8 Observation = 5 Value_Change = -9.8 HTDD_Change = 13.2 Observation = 4 Value_Change = -24.6 HTDD_Change = 0 Observation = 3 Value_Change = 13.2 HTDD_Change = 5.8 Observation = 2 Value_Change = -22.6 HTDD_Change = -2 Observation = 1
img12.png Value_Change = 2.6 PRCP_Change = 10.8 Observation = 92 Value_Change = -23 PRCP_Change = 11.8 Observation = 91 Value_Change = 16.2 PRCP_Change = 4.6 Observation = 90 Value_Change = 34 PRCP_Change = 21.8 Observation = 89 Value_Change = -18 PRCP_Change = 4.8 Observation = 88 Value_Change = -23.8 PRCP_Change = 42 Observation = 87 Value_Change = -36 PRCP_Change = 9.2 Observation = 86 Value_Change = 1.4 PRCP_Change = -28 Observation = 85 Value_Change = 12.8 PRCP_Change = 9.2 Observation = 84 Value_Change = 95.2 PRCP_Change = -2.8 Observation = 83 Value_Change = -12 PRCP_Change = 30.6 Observation = 82 Value_Change = -36.6 PRCP_Change = -7.6 Observation = 81 Value_Change = 21.8 PRCP_Change = 16.4 Observation = 80 Value_Change = 14.4 PRCP_Change = 1.6 Observation = 79 Value_Change = 28 PRCP_Change = 6 Observation = 78 Value_Change = -17.6 PRCP_Change = 25.2 Observation = 77 Value_Change = -26.6 PRCP_Change = 1.2 Observation = 76 Value_Change = 0.4 PRCP_Change = 4.2 Observation = 75 Value_Change = 7.6 PRCP_Change = 29.8 Observation = 74 Value_Change = 25 PRCP_Change = 39.2 Observation = 73 Value_Change = 16.4 PRCP_Change = 27 Observation = 72 Value_Change = -21.4 PRCP_Change = 4.8 Observation = 71 Value_Change = -47.4 PRCP_Change = -15.8 Observation = 70 Value_Change = 25 PRCP_Change = 13.2 Observation = 69 Value_Change = 43.2 PRCP_Change = 28.8 Observation = 68 Value_Change = -33.4 PRCP_Change = -20.6 Observation = 67 Value_Change = -7.4 PRCP_Change = 15.2 Observation = 66 Value_Change = -53.8 PRCP_Change = 20.8 Observation = 65 Value_Change = -21.4 PRCP_Change = -6.6 Observation = 64 Value_Change = -40.2 PRCP_Change = -9.2 Observation = 63 Value_Change = 4.8 PRCP_Change = 2 Observation = 62 Value_Change = -43.4 PRCP_Change = 20.4 Observation = 61 Value_Change = -23.2 PRCP_Change = -19.6 Observation = 60 Value_Change = 7.4 PRCP_Change = 15.6 Observation = 59 Value_Change = 44.6 PRCP_Change = -14.6 Observation = 58 Value_Change = -20.4 PRCP_Change = 15.2 Observation = 57 Value_Change = -13.4 PRCP_Change = 13.4 Observation = 56 Value_Change = -31 PRCP_Change = 34.4 Observation = 55 Value_Change = -17 PRCP_Change = 2.2 Observation = 54 Value_Change = 41.8 PRCP_Change = 26.4 Observation = 53 Value_Change = 4 PRCP_Change = 39 Observation = 52 Value_Change = -9.4 PRCP_Change = 15.8 Observation = 51 Value_Change = -33.4 PRCP_Change = -15.6 Observation = 50 Value_Change = -6.8 PRCP_Change = 3.8 Observation = 49 Value_Change = -4.8 PRCP_Change = -13.8 Observation = 48 Value_Change = -14.6 PRCP_Change = 15 Observation = 47 Value_Change = 66 PRCP_Change = -0.6 Observation = 46 Value_Change = -28.6 PRCP_Change = 24.4 Observation = 45 Value_Change = -7.6 PRCP_Change = -11.2 Observation = 44 Value_Change = -44.6 PRCP_Change = 2.4 Observation = 43 Value_Change = 3.4 PRCP_Change = 0.6 Observation = 42 Value_Change = 7.4 PRCP_Change = 31.8 Observation = 41 Value_Change = 9.4 PRCP_Change = 1 Observation = 40 Value_Change = -18.8 PRCP_Change = 10 Observation = 39 Value_Change = -17.8 PRCP_Change = -30.4 Observation = 38 Value_Change = 12.4 PRCP_Change = 10.8 Observation = 37 Value_Change = 24.4 PRCP_Change = -23.4 Observation = 36 Value_Change = 80.8 PRCP_Change = 15.6 Observation = 35 Value_Change = -18.6 PRCP_Change = 0 Observation = 34 Value_Change = 43 PRCP_Change = 19.8 Observation = 33 Value_Change = -38.8 PRCP_Change = 20.4 Observation = 32 Value_Change = -32.4 PRCP_Change = 20.6 Observation = 31 Value_Change = -2.2 PRCP_Change = 4.8 Observation = 30 Value_Change = -46.8 PRCP_Change = 1.6 Observation = 29 Value_Change = -26.6 PRCP_Change = 10.2 Observation = 28 Value_Change = -8 PRCP_Change = 23.4 Observation = 27 Value_Change = -20 PRCP_Change = 0 Observation = 26 Value_Change = -41 PRCP_Change = 0 Observation = 25 Value_Change = -37.2 PRCP_Change = -3.8 Observation = 24 Value_Change = -16.8 PRCP_Change = -5.2 Observation = 23 Value_Change = -33.2 PRCP_Change = -8 Observation = 22 Value_Change = -11.2 PRCP_Change = 9.8 Observation = 21 Value_Change = -25 PRCP_Change = 2.2 Observation = 20 Value_Change = 19.6 PRCP_Change = 24.4 Observation = 19 Value_Change = 27.8 PRCP_Change = -17.8 Observation = 18 Value_Change = -8.8 PRCP_Change = 19.2 Observation = 17 Value_Change = 5.4 PRCP_Change = 22.8 Observation = 16 Value_Change = -21 PRCP_Change = -19.2 Observation = 15 Value_Change = 3.4 PRCP_Change = 19.4 Observation = 14 Value_Change = -26.4 PRCP_Change = 30.4 Observation = 13 Value_Change = 140.6 PRCP_Change = 18.6 Observation = 12 Value_Change = -4.8 PRCP_Change = 5 Observation = 11 Value_Change = 5.2 PRCP_Change = 25.2 Observation = 10 Value_Change = 21 PRCP_Change = 13.6 Observation = 9 Value_Change = -2 PRCP_Change = 0.6 Observation = 8 Value_Change = -23.2 PRCP_Change = -2.2 Observation = 7 Value_Change = 37.2 PRCP_Change = 6.2 Observation = 6 Value_Change = 8.4 PRCP_Change = 45.6 Observation = 5 Value_Change = -9.8 PRCP_Change = 10.2 Observation = 4 Value_Change = -24.6 PRCP_Change = 19.4 Observation = 3 Value_Change = 13.2 PRCP_Change = 11 Observation = 2 Value_Change = -22.6 PRCP_Change = -11.8 Observation = 1
img13.png Value_Change = 2.6 TAVG_Change = -0.2 Observation = 92 Value_Change = -23 TAVG_Change = -2.4 Observation = 91 Value_Change = 16.2 TAVG_Change = 4.2 Observation = 90 Value_Change = 34 TAVG_Change = -5.2 Observation = 89 Value_Change = -18 TAVG_Change = 2.4 Observation = 88 Value_Change = -23.8 TAVG_Change = -1.4 Observation = 87 Value_Change = -36 TAVG_Change = 0.4 Observation = 86 Value_Change = 1.4 TAVG_Change = 0 Observation = 85 Value_Change = 12.8 TAVG_Change = -1.4 Observation = 84 Value_Change = 95.2 TAVG_Change = 2.4 Observation = 83 Value_Change = -12 TAVG_Change = 1.2 Observation = 82 Value_Change = -36.6 TAVG_Change = 7.2 Observation = 81 Value_Change = 21.8 TAVG_Change = 0.4 Observation = 80 Value_Change = 14.4 TAVG_Change = -2 Observation = 79 Value_Change = 28 TAVG_Change = -4.6 Observation = 78 Value_Change = -17.6 TAVG_Change = 0 Observation = 77 Value_Change = -26.6 TAVG_Change = -8 Observation = 76 Value_Change = 0.4 TAVG_Change = 2.6 Observation = 75 Value_Change = 7.6 TAVG_Change = 0 Observation = 74 Value_Change = 25 TAVG_Change = -0.6 Observation = 73 Value_Change = 16.4 TAVG_Change = 0 Observation = 72 Value_Change = -21.4 TAVG_Change = 2.2 Observation = 71 Value_Change = -47.4 TAVG_Change = 1 Observation = 70 Value_Change = 25 TAVG_Change = -4.6 Observation = 69 Value_Change = 43.2 TAVG_Change = 1 Observation = 68 Value_Change = -33.4 TAVG_Change = 2.4 Observation = 67 Value_Change = -7.4 TAVG_Change = 8.8 Observation = 66 Value_Change = -53.8 TAVG_Change = 1.6 Observation = 65 Value_Change = -21.4 TAVG_Change = -4.2 Observation = 64 Value_Change = -40.2 TAVG_Change = 3.8 Observation = 63 Value_Change = 4.8 TAVG_Change = 1.4 Observation = 62 Value_Change = -43.4 TAVG_Change = 1.6 Observation = 61 Value_Change = -23.2 TAVG_Change = 3 Observation = 60 Value_Change = 7.4 TAVG_Change = -2.6 Observation = 59 Value_Change = 44.6 TAVG_Change = 0 Observation = 58 Value_Change = -20.4 TAVG_Change = 5.6 Observation = 57 Value_Change = -13.4 TAVG_Change = 2 Observation = 56 Value_Change = -31 TAVG_Change = -3.4 Observation = 55 Value_Change = -17 TAVG_Change = 1.6 Observation = 54 Value_Change = 41.8 TAVG_Change = 6.4 Observation = 53 Value_Change = 4 TAVG_Change = -0.6 Observation = 52 Value_Change = -9.4 TAVG_Change = 1.2 Observation = 51 Value_Change = -33.4 TAVG_Change = 2.2 Observation = 50 Value_Change = -6.8 TAVG_Change = 2.8 Observation = 49 Value_Change = -4.8 TAVG_Change = 0 Observation = 48 Value_Change = -14.6 TAVG_Change = 3.6 Observation = 47 Value_Change = 66 TAVG_Change = -1 Observation = 46 Value_Change = -28.6 TAVG_Change = 0.8 Observation = 45 Value_Change = -7.6 TAVG_Change = 2 Observation = 44 Value_Change = -44.6 TAVG_Change = 0 Observation = 43 Value_Change = 3.4 TAVG_Change = 1.8 Observation = 42 Value_Change = 7.4 TAVG_Change = -0.6 Observation = 41 Value_Change = 9.4 TAVG_Change = -4.6 Observation = 40 Value_Change = -18.8 TAVG_Change = 3.6 Observation = 39 Value_Change = -17.8 TAVG_Change = 6.2 Observation = 38 Value_Change = 12.4 TAVG_Change = 0.2 Observation = 37 Value_Change = 24.4 TAVG_Change = 2.4 Observation = 36 Value_Change = 80.8 TAVG_Change = -5.6 Observation = 35 Value_Change = -18.6 TAVG_Change = 0 Observation = 34 Value_Change = 43 TAVG_Change = 1.2 Observation = 33 Value_Change = -38.8 TAVG_Change = 0 Observation = 32 Value_Change = -32.4 TAVG_Change = 0 Observation = 31 Value_Change = -2.2 TAVG_Change = 0 Observation = 30 Value_Change = -46.8 TAVG_Change = 0.8 Observation = 29 Value_Change = -26.6 TAVG_Change = 11.6 Observation = 28 Value_Change = -8 TAVG_Change = -8.8 Observation = 27 Value_Change = -20 TAVG_Change = -1 Observation = 26 Value_Change = -41 TAVG_Change = 0 Observation = 25 Value_Change = -37.2 TAVG_Change = 2.8 Observation = 24 Value_Change = -16.8 TAVG_Change = 1.6 Observation = 23 Value_Change = -33.2 TAVG_Change = 1.6 Observation = 22 Value_Change = -11.2 TAVG_Change = -1.2 Observation = 21 Value_Change = -25 TAVG_Change = 1.8 Observation = 20 Value_Change = 19.6 TAVG_Change = -6.8 Observation = 19 Value_Change = 27.8 TAVG_Change = 0 Observation = 18 Value_Change = -8.8 TAVG_Change = 1.6 Observation = 17 Value_Change = 5.4 TAVG_Change = 0.2 Observation = 16 Value_Change = -21 TAVG_Change = 8 Observation = 15 Value_Change = 3.4 TAVG_Change = -1.2 Observation = 14 Value_Change = -26.4 TAVG_Change = 2 Observation = 13 Value_Change = 140.6 TAVG_Change = -2.6 Observation = 12 Value_Change = -4.8 TAVG_Change = 15.4 Observation = 11 Value_Change = 5.2 TAVG_Change = 0.2 Observation = 10 Value_Change = 21 TAVG_Change = 0.8 Observation = 9 Value_Change = -2 TAVG_Change = 4 Observation = 8 Value_Change = -23.2 TAVG_Change = -3.2 Observation = 7 Value_Change = 37.2 TAVG_Change = -1.6 Observation = 6 Value_Change = 8.4 TAVG_Change = 2 Observation = 5 Value_Change = -9.8 TAVG_Change = -6.2 Observation = 4 Value_Change = -24.6 TAVG_Change = 0 Observation = 3 Value_Change = 13.2 TAVG_Change = -3.6 Observation = 2 Value_Change = -22.6 TAVG_Change = 2.2 Observation = 1
img14.png Value_Change = 2.6 TMIN_Change = 3.6 Observation = 92 Value_Change = -23 TMIN_Change = -1 Observation = 91 Value_Change = 16.2 TMIN_Change = 13.8 Observation = 90 Value_Change = 34 TMIN_Change = -0.8 Observation = 89 Value_Change = -18 TMIN_Change = 4.2 Observation = 88 Value_Change = -23.8 TMIN_Change = 0.2 Observation = 87 Value_Change = -36 TMIN_Change = -1.4 Observation = 86 Value_Change = 1.4 TMIN_Change = 0 Observation = 85 Value_Change = 12.8 TMIN_Change = -1.6 Observation = 84 Value_Change = 95.2 TMIN_Change = -0.4 Observation = 83 Value_Change = -12 TMIN_Change = -1.2 Observation = 82 Value_Change = -36.6 TMIN_Change = 11 Observation = 81 Value_Change = 21.8 TMIN_Change = 4.2 Observation = 80 Value_Change = 14.4 TMIN_Change = 3.6 Observation = 79 Value_Change = 28 TMIN_Change = -4 Observation = 78 Value_Change = -17.6 TMIN_Change = 0 Observation = 77 Value_Change = -26.6 TMIN_Change = -10.4 Observation = 76 Value_Change = 0.4 TMIN_Change = 3 Observation = 75 Value_Change = 7.6 TMIN_Change = 6.8 Observation = 74 Value_Change = 25 TMIN_Change = 0.6 Observation = 73 Value_Change = 16.4 TMIN_Change = 1.6 Observation = 72 Value_Change = -21.4 TMIN_Change = 2.4 Observation = 71 Value_Change = -47.4 TMIN_Change = 4.6 Observation = 70 Value_Change = 25 TMIN_Change = -10 Observation = 69 Value_Change = 43.2 TMIN_Change = 8.6 Observation = 68 Value_Change = -33.4 TMIN_Change = 4.4 Observation = 67 Value_Change = -7.4 TMIN_Change = 28.6 Observation = 66 Value_Change = -53.8 TMIN_Change = 3.4 Observation = 65 Value_Change = -21.4 TMIN_Change = -7 Observation = 64 Value_Change = -40.2 TMIN_Change = 7 Observation = 63 Value_Change = 4.8 TMIN_Change = 2.4 Observation = 62 Value_Change = -43.4 TMIN_Change = 0.4 Observation = 61 Value_Change = -23.2 TMIN_Change = 5.6 Observation = 60 Value_Change = 7.4 TMIN_Change = -0.4 Observation = 59 Value_Change = 44.6 TMIN_Change = 0 Observation = 58 Value_Change = -20.4 TMIN_Change = 8 Observation = 57 Value_Change = -13.4 TMIN_Change = 23 Observation = 56 Value_Change = -31 TMIN_Change = -4 Observation = 55 Value_Change = -17 TMIN_Change = 4.8 Observation = 54 Value_Change = 41.8 TMIN_Change = 27.4 Observation = 53 Value_Change = 4 TMIN_Change = -3.4 Observation = 52 Value_Change = -9.4 TMIN_Change = 4.2 Observation = 51 Value_Change = -33.4 TMIN_Change = 0.4 Observation = 50 Value_Change = -6.8 TMIN_Change = 6 Observation = 49 Value_Change = -4.8 TMIN_Change = 0 Observation = 48 Value_Change = -14.6 TMIN_Change = 8.8 Observation = 47 Value_Change = 66 TMIN_Change = -1 Observation = 46 Value_Change = -28.6 TMIN_Change = 7.2 Observation = 45 Value_Change = -7.6 TMIN_Change = -2.2 Observation = 44 Value_Change = -44.6 TMIN_Change = 0 Observation = 43 Value_Change = 3.4 TMIN_Change = 0.2 Observation = 42 Value_Change = 7.4 TMIN_Change = 2.8 Observation = 41 Value_Change = 9.4 TMIN_Change = -9 Observation = 40 Value_Change = -18.8 TMIN_Change = 2 Observation = 39 Value_Change = -17.8 TMIN_Change = 12.4 Observation = 38 Value_Change = 12.4 TMIN_Change = 1.4 Observation = 37 Value_Change = 24.4 TMIN_Change = -2 Observation = 36 Value_Change = 80.8 TMIN_Change = -1.4 Observation = 35 Value_Change = -18.6 TMIN_Change = 0 Observation = 34 Value_Change = 43 TMIN_Change = -0.4 Observation = 33 Value_Change = -38.8 TMIN_Change = 0 Observation = 32 Value_Change = -32.4 TMIN_Change = 1 Observation = 31 Value_Change = -2.2 TMIN_Change = -0.2 Observation = 30 Value_Change = -46.8 TMIN_Change = 1.4 Observation = 29 Value_Change = -26.6 TMIN_Change = 15.2 Observation = 28 Value_Change = -8 TMIN_Change = -22.2 Observation = 27 Value_Change = -20 TMIN_Change = -0.4 Observation = 26 Value_Change = -41 TMIN_Change = 0 Observation = 25 Value_Change = -37.2 TMIN_Change = 4.2 Observation = 24 Value_Change = -16.8 TMIN_Change = 4.6 Observation = 23 Value_Change = -33.2 TMIN_Change = 5.4 Observation = 22 Value_Change = -11.2 TMIN_Change = -8.8 Observation = 21 Value_Change = -25 TMIN_Change = 2.6 Observation = 20 Value_Change = 19.6 TMIN_Change = -17.2 Observation = 19 Value_Change = 27.8 TMIN_Change = 0 Observation = 18 Value_Change = -8.8 TMIN_Change = 4.2 Observation = 17 Value_Change = 5.4 TMIN_Change = -0.6 Observation = 16 Value_Change = -21 TMIN_Change = 16.6 Observation = 15 Value_Change = 3.4 TMIN_Change = 2 Observation = 14 Value_Change = -26.4 TMIN_Change = 9 Observation = 13 Value_Change = 140.6 TMIN_Change = 0.6 Observation = 12 Value_Change = -4.8 TMIN_Change = 31.8 Observation = 11 Value_Change = 5.2 TMIN_Change = 5.2 Observation = 10 Value_Change = 21 TMIN_Change = 6.6 Observation = 9 Value_Change = -2 TMIN_Change = 10.4 Observation = 8 Value_Change = -23.2 TMIN_Change = -2.6 Observation = 7 Value_Change = 37.2 TMIN_Change = 6.2 Observation = 6 Value_Change = 8.4 TMIN_Change = 4 Observation = 5 Value_Change = -9.8 TMIN_Change = -10.2 Observation = 4 Value_Change = -24.6 TMIN_Change = 0 Observation = 3 Value_Change = 13.2 TMIN_Change = -10 Observation = 2 Value_Change = -22.6 TMIN_Change = 1 Observation = 1
img15.png Value_Change = 2.6 TMAX_Change = -1.4 Observation = 92 Value_Change = -23 TMAX_Change = -3 Observation = 91 Value_Change = 16.2 TMAX_Change = 0 Observation = 90 Value_Change = 34 TMAX_Change = -7 Observation = 89 Value_Change = -18 TMAX_Change = 1.4 Observation = 88 Value_Change = -23.8 TMAX_Change = -1.8 Observation = 87 Value_Change = -36 TMAX_Change = 1.2 Observation = 86 Value_Change = 1.4 TMAX_Change = -2.4 Observation = 85 Value_Change = 12.8 TMAX_Change = -1 Observation = 84 Value_Change = 95.2 TMAX_Change = 3.6 Observation = 83 Value_Change = -12 TMAX_Change = 2.4 Observation = 82 Value_Change = -36.6 TMAX_Change = 5.4 Observation = 81 Value_Change = 21.8 TMAX_Change = -1 Observation = 80 Value_Change = 14.4 TMAX_Change = -3.6 Observation = 79 Value_Change = 28 TMAX_Change = -5.2 Observation = 78 Value_Change = -17.6 TMAX_Change = 0 Observation = 77 Value_Change = -26.6 TMAX_Change = 4 Observation = 76 Value_Change = 0.4 TMAX_Change = 2.2 Observation = 75 Value_Change = 7.6 TMAX_Change = -2.4 Observation = 74 Value_Change = 25 TMAX_Change = -1 Observation = 73 Value_Change = 16.4 TMAX_Change = -0.8 Observation = 72 Value_Change = -21.4 TMAX_Change = 3 Observation = 71 Value_Change = -47.4 TMAX_Change = -0.6 Observation = 70 Value_Change = 25 TMAX_Change = -2 Observation = 69 Value_Change = 43.2 TMAX_Change = -2.2 Observation = 68 Value_Change = -33.4 TMAX_Change = 1.2 Observation = 67 Value_Change = -7.4 TMAX_Change = 2.2 Observation = 66 Value_Change = -53.8 TMAX_Change = 0.6 Observation = 65 Value_Change = -21.4 TMAX_Change = -2.8 Observation = 64 Value_Change = -40.2 TMAX_Change = 2 Observation = 63 Value_Change = 4.8 TMAX_Change = 1 Observation = 62 Value_Change = -43.4 TMAX_Change = 2.2 Observation = 61 Value_Change = -23.2 TMAX_Change = 2 Observation = 60 Value_Change = 7.4 TMAX_Change = -3.4 Observation = 59 Value_Change = 44.6 TMAX_Change = 0 Observation = 58 Value_Change = -20.4 TMAX_Change = 4.2 Observation = 57 Value_Change = -13.4 TMAX_Change = -3.6 Observation = 56 Value_Change = -31 TMAX_Change = -3.2 Observation = 55 Value_Change = -17 TMAX_Change = 0 Observation = 54 Value_Change = 41.8 TMAX_Change = 0.4 Observation = 53 Value_Change = 4 TMAX_Change = 0.4 Observation = 52 Value_Change = -9.4 TMAX_Change = 0.2 Observation = 51 Value_Change = -33.4 TMAX_Change = 3.2 Observation = 50 Value_Change = -6.8 TMAX_Change = 1.6 Observation = 49 Value_Change = -4.8 TMAX_Change = 0 Observation = 48 Value_Change = -14.6 TMAX_Change = 1.4 Observation = 47 Value_Change = 66 TMAX_Change = -0.8 Observation = 46 Value_Change = -28.6 TMAX_Change = -1.4 Observation = 45 Value_Change = -7.6 TMAX_Change = 4.2 Observation = 44 Value_Change = -44.6 TMAX_Change = 0 Observation = 43 Value_Change = 3.4 TMAX_Change = 2.4 Observation = 42 Value_Change = 7.4 TMAX_Change = -2 Observation = 41 Value_Change = 9.4 TMAX_Change = -3 Observation = 40 Value_Change = -18.8 TMAX_Change = 4.4 Observation = 39 Value_Change = -17.8 TMAX_Change = 0.6 Observation = 38 Value_Change = 12.4 TMAX_Change = 1.4 Observation = 37 Value_Change = 24.4 TMAX_Change = 5 Observation = 36 Value_Change = 80.8 TMAX_Change = -7 Observation = 35 Value_Change = -18.6 TMAX_Change = 0 Observation = 34 Value_Change = 43 TMAX_Change = 1.8 Observation = 33 Value_Change = -38.8 TMAX_Change = 0 Observation = 32 Value_Change = -32.4 TMAX_Change = -0.6 Observation = 31 Value_Change = -2.2 TMAX_Change = 0 Observation = 30 Value_Change = -46.8 TMAX_Change = 1 Observation = 29 Value_Change = -26.6 TMAX_Change = 10.2 Observation = 28 Value_Change = -8 TMAX_Change = -3 Observation = 27 Value_Change = -20 TMAX_Change = -1.2 Observation = 26 Value_Change = -41 TMAX_Change = 0 Observation = 25 Value_Change = -37.2 TMAX_Change = 2.2 Observation = 24 Value_Change = -16.8 TMAX_Change = 0 Observation = 23 Value_Change = -33.2 TMAX_Change = -0.4 Observation = 22 Value_Change = -11.2 TMAX_Change = 1.8 Observation = 21 Value_Change = -25 TMAX_Change = 1.6 Observation = 20 Value_Change = 19.6 TMAX_Change = -2.4 Observation = 19 Value_Change = 27.8 TMAX_Change = 0 Observation = 18 Value_Change = -8.8 TMAX_Change = 0.4 Observation = 17 Value_Change = 5.4 TMAX_Change = 0.6 Observation = 16 Value_Change = -21 TMAX_Change = 3.8 Observation = 15 Value_Change = 3.4 TMAX_Change = -2.4 Observation = 14 Value_Change = -26.4 TMAX_Change = -0.8 Observation = 13 Value_Change = 140.6 TMAX_Change = -4 Observation = 12 Value_Change = -4.8 TMAX_Change = 9.6 Observation = 11 Value_Change = 5.2 TMAX_Change = -2.6 Observation = 10 Value_Change = 21 TMAX_Change = -1.4 Observation = 9 Value_Change = -2 TMAX_Change = 1.2 Observation = 8 Value_Change = -23.2 TMAX_Change = -3.4 Observation = 7 Value_Change = 37.2 TMAX_Change = -4.2 Observation = 6 Value_Change = 8.4 TMAX_Change = 1.4 Observation = 5 Value_Change = -9.8 TMAX_Change = -3.8 Observation = 4 Value_Change = -24.6 TMAX_Change = 0 Observation = 3 Value_Change = 13.2 TMAX_Change = -0.4 Observation = 2 Value_Change = -22.6 TMAX_Change = 2.8 Observation = 1

Created:         Monday, May 11, 2020

CORRELATION MATRIX TO GET TOP PREDICTORS FOR FERTILIZER TOTALS

The CORR Procedure
9 Variables: Value_Change Unemployment_Change Pop_Density_Change CLDD_Change HTDD_Change PRCP_Change TAVG_Change TMIN_Change TMAX_Change
Pearson Correlation Coefficients, N = 92
Prob > |r| under H0: Rho=0
Value_Change
Value_Change
1.00000
 
TMAX_Change
-0.32310
0.0017
Unemployment_Change
-0.29133
0.0048
Unemployment_Change
Unemployment_Change
1.00000
 
PRCP_Change
-0.38927
0.0001
TMAX_Change
0.34632
0.0007
Pop_Density_Change
Pop_Density_Change
1.00000
 
PRCP_Change
0.28113
0.0066
HTDD_Change
-0.27768
0.0074
CLDD_Change
CLDD_Change
1.00000
 
TAVG_Change
0.89467
<.0001
TMAX_Change
0.75154
<.0001
HTDD_Change
HTDD_Change
1.00000
 
Pop_Density_Change
-0.27768
0.0074
TAVG_Change
-0.27290
0.0085
PRCP_Change
PRCP_Change
1.00000
 
Unemployment_Change
-0.38927
0.0001
Pop_Density_Change
0.28113
0.0066
TAVG_Change
TAVG_Change
1.00000
 
CLDD_Change
0.89467
<.0001
TMIN_Change
0.84150
<.0001
TMIN_Change
TMIN_Change
1.00000
 
TAVG_Change
0.84150
<.0001
CLDD_Change
0.71134
<.0001
TMAX_Change
TMAX_Change
1.00000
 
CLDD_Change
0.75154
<.0001
TAVG_Change
0.74906
<.0001

Created:         Monday, May 11, 2020

LINEAR REGRESSION MODEL WITH USING TOP PREDICTIVE VARIABLES FOR FERTILIZER TOTALS

The GLM Procedure
Number of Observations Read 92
Number of Observations Used 92

Created:         Monday, May 11, 2020


LINEAR REGRESSION MODEL WITH USING TOP PREDICTIVE VARIABLES FOR FERTILIZER TOTALS

The GLM Procedure

Dependent Variable: Value_Change   
Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 7960.94580 3980.47290 4.16 0.0187
Error 89 85094.94289 956.12295    
Corrected Total 91 93055.88870      
R-Square Coeff Var Root MSE Value_Change Mean
0.085550 -1018.895 30.92124 -3.034783
Source DF Type I SS Mean Square F Value Pr > F
Pop_Density_Change 1 135.393713 135.393713 0.14 0.7076
Unemployment_Change 1 7825.552090 7825.552090 8.18 0.0053
Source DF Type III SS Mean Square F Value Pr > F
Pop_Density_Change 1 63.100780 63.100780 0.07 0.7979
Unemployment_Change 1 7825.552090 7825.552090 8.18 0.0053
Parameter Estimate Standard
Error		 t Value Pr > |t|
Intercept -86.17634272 29.38265280 -2.93 0.0043
Pop_Density_Change -0.16352882 0.63655190 -0.26 0.7979
Unemployment_Change -1.58557909 0.55422650 -2.86 0.0053
img16.png

Created:         Monday, May 11, 2020

MAP SHOWING PERCENTAGE CHANGE IN VALUE OF SEEDS & PLANTS TOTALS BETWEEN 2012 AND 2017 ACROSS NORTH CAROLINA

img24.png

Created:         Monday, May 11, 2020

CORRELATION AND SCATTER PLOTS FOR SEEDS & PLANTS TOTALS

The CORR Procedure
1 With Variables: Value_Change
8 Variables: Unemployment_Change Pop_Density_Change CLDD_Change HTDD_Change PRCP_Change TAVG_Change TMIN_Change TMAX_Change
Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
Value_Change 93 9.38065 47.29436 872.40000 -69.20000 205.00000
Unemployment_Change 93 -52.45806 5.72193 -4879 -66.00000 -35.00000
Pop_Density_Change 93 1.57849 5.08018 146.80000 -7.40000 16.80000
CLDD_Change 93 2.90968 15.55441 270.60000 -28.20000 86.20000
HTDD_Change 93 0.73118 10.13764 68.00000 -20.20000 51.40000
PRCP_Change 93 7.82366 16.11510 727.60000 -30.40000 45.60000
TAVG_Change 93 0.69677 3.72927 64.80000 -8.80000 15.40000
TMIN_Change 93 2.60430 8.20085 242.20000 -22.20000 31.80000
TMAX_Change 93 0.11398 2.87272 10.60000 -7.00000 10.20000
Pearson Correlation Coefficients, N = 93
Prob > |r| under H0: Rho=0
Value_Change
HTDD_Change
-0.21492
0.0386
PRCP_Change
0.13358
0.2018
CLDD_Change
-0.10627
0.3107
TMAX_Change
-0.07142
0.4963
Unemployment_Change
-0.06563
0.5320
Pop_Density_Change
0.05728
0.5855
TAVG_Change
-0.03007
0.7748
TMIN_Change
0.02787
0.7909

Created:         Monday, May 11, 2020


CORRELATION AND SCATTER PLOTS FOR SEEDS & PLANTS TOTALS

The CORR Procedure
img8.png Value_Change = -46.4 Unemployment_Change = -58 Observation = 93 Value_Change = -9.4 Unemployment_Change = -57.6 Observation = 92 Value_Change = 8.6 Unemployment_Change = -44.6 Observation = 91 Value_Change = -7.2 Unemployment_Change = -59.6 Observation = 90 Value_Change = -7.2 Unemployment_Change = -41.2 Observation = 89 Value_Change = -25.6 Unemployment_Change = -46 Observation = 88 Value_Change = -7.2 Unemployment_Change = -57.6 Observation = 87 Value_Change = -16 Unemployment_Change = -45.2 Observation = 86 Value_Change = -15.6 Unemployment_Change = -45 Observation = 85 Value_Change = -23.6 Unemployment_Change = -54 Observation = 84 Value_Change = 18.4 Unemployment_Change = -49.4 Observation = 83 Value_Change = -35 Unemployment_Change = -44.2 Observation = 82 Value_Change = -24 Unemployment_Change = -66 Observation = 81 Value_Change = 18.4 Unemployment_Change = -57.2 Observation = 80 Value_Change = 106.8 Unemployment_Change = -54.8 Observation = 79 Value_Change = -7 Unemployment_Change = -58.6 Observation = 78 Value_Change = 10.4 Unemployment_Change = -55.8 Observation = 77 Value_Change = 24.8 Unemployment_Change = -49.4 Observation = 76 Value_Change = 10.6 Unemployment_Change = -54.6 Observation = 75 Value_Change = 11 Unemployment_Change = -56.8 Observation = 74 Value_Change = 10 Unemployment_Change = -54.8 Observation = 73 Value_Change = 6.6 Unemployment_Change = -50.8 Observation = 72 Value_Change = -40.8 Unemployment_Change = -55.2 Observation = 71 Value_Change = 93.4 Unemployment_Change = -56.6 Observation = 70 Value_Change = 184.6 Unemployment_Change = -51.8 Observation = 69 Value_Change = 11.4 Unemployment_Change = -47.2 Observation = 68 Value_Change = 17.6 Unemployment_Change = -58.2 Observation = 67 Value_Change = 4.4 Unemployment_Change = -55.8 Observation = 66 Value_Change = 8 Unemployment_Change = -45 Observation = 65 Value_Change = -22.2 Unemployment_Change = -48.8 Observation = 64 Value_Change = 96.8 Unemployment_Change = -39.4 Observation = 63 Value_Change = -32 Unemployment_Change = -35 Observation = 62 Value_Change = -16 Unemployment_Change = -46 Observation = 61 Value_Change = 14 Unemployment_Change = -47.8 Observation = 60 Value_Change = -12.2 Unemployment_Change = -50 Observation = 59 Value_Change = -1.6 Unemployment_Change = -57.6 Observation = 58 Value_Change = -27.6 Unemployment_Change = -57.4 Observation = 57 Value_Change = 1.8 Unemployment_Change = -53.4 Observation = 56 Value_Change = 47.4 Unemployment_Change = -57.2 Observation = 55 Value_Change = -40.6 Unemployment_Change = -56.6 Observation = 54 Value_Change = -3.2 Unemployment_Change = -58.4 Observation = 53 Value_Change = -5.4 Unemployment_Change = -55.2 Observation = 52 Value_Change = 15.2 Unemployment_Change = -55.2 Observation = 51 Value_Change = 3.8 Unemployment_Change = -55.6 Observation = 50 Value_Change = 42.6 Unemployment_Change = -51.2 Observation = 49 Value_Change = 39.8 Unemployment_Change = -55.6 Observation = 48 Value_Change = -20.6 Unemployment_Change = -57.6 Observation = 47 Value_Change = 13.6 Unemployment_Change = -37.4 Observation = 46 Value_Change = -35.6 Unemployment_Change = -46.8 Observation = 45 Value_Change = -17 Unemployment_Change = -47.2 Observation = 44 Value_Change = 87.4 Unemployment_Change = -49.4 Observation = 43 Value_Change = 3.2 Unemployment_Change = -56 Observation = 42 Value_Change = 4 Unemployment_Change = -51.8 Observation = 41 Value_Change = 9.4 Unemployment_Change = -46.6 Observation = 40 Value_Change = 1.8 Unemployment_Change = -50.6 Observation = 39 Value_Change = 66.8 Unemployment_Change = -52.6 Observation = 38 Value_Change = -69.2 Unemployment_Change = -61.6 Observation = 37 Value_Change = 16.4 Unemployment_Change = -42.8 Observation = 36 Value_Change = 33.2 Unemployment_Change = -56.2 Observation = 35 Value_Change = -47.4 Unemployment_Change = -52.6 Observation = 34 Value_Change = -15.4 Unemployment_Change = -51.6 Observation = 33 Value_Change = 0.4 Unemployment_Change = -46.8 Observation = 32 Value_Change = 41 Unemployment_Change = -46 Observation = 31 Value_Change = -10.8 Unemployment_Change = -47.2 Observation = 30 Value_Change = 41.2 Unemployment_Change = -57.2 Observation = 29 Value_Change = 15.4 Unemployment_Change = -55.6 Observation = 28 Value_Change = 4.8 Unemployment_Change = -52.4 Observation = 27 Value_Change = 26.8 Unemployment_Change = -49.4 Observation = 26 Value_Change = -27.4 Unemployment_Change = -45.8 Observation = 25 Value_Change = -13.2 Unemployment_Change = -51.6 Observation = 24 Value_Change = -7 Unemployment_Change = -56 Observation = 23 Value_Change = -26.6 Unemployment_Change = -58.2 Observation = 22 Value_Change = -13.2 Unemployment_Change = -52.2 Observation = 21 Value_Change = -55.2 Unemployment_Change = -55.4 Observation = 20 Value_Change = 35 Unemployment_Change = -51.2 Observation = 19 Value_Change = 26.6 Unemployment_Change = -59.4 Observation = 18 Value_Change = 205 Unemployment_Change = -55.6 Observation = 17 Value_Change = 20.6 Unemployment_Change = -50.6 Observation = 16 Value_Change = -3.8 Unemployment_Change = -45.6 Observation = 15 Value_Change = -14.4 Unemployment_Change = -62 Observation = 14 Value_Change = 22.8 Unemployment_Change = -54.4 Observation = 13 Value_Change = -8.8 Unemployment_Change = -57.2 Observation = 12 Value_Change = -3.6 Unemployment_Change = -52.8 Observation = 11 Value_Change = -12 Unemployment_Change = -50 Observation = 10 Value_Change = -16.2 Unemployment_Change = -54.4 Observation = 9 Value_Change = -3 Unemployment_Change = -48.2 Observation = 8 Value_Change = -15.6 Unemployment_Change = -52.8 Observation = 7 Value_Change = 192 Unemployment_Change = -59.4 Observation = 6 Value_Change = 113.2 Unemployment_Change = -60.6 Observation = 5 Value_Change = -25.4 Unemployment_Change = -53.2 Observation = 4 Value_Change = -35.2 Unemployment_Change = -52 Observation = 3 Value_Change = 9.2 Unemployment_Change = -62.6 Observation = 2 Value_Change = -1.4 Unemployment_Change = -50.6 Observation = 1
img9.png Value_Change = -46.4 Pop_Density_Change = 0.4 Observation = 93 Value_Change = -9.4 Pop_Density_Change = -1.4 Observation = 92 Value_Change = 8.6 Pop_Density_Change = 0.2 Observation = 91 Value_Change = -7.2 Pop_Density_Change = -0.6 Observation = 90 Value_Change = -7.2 Pop_Density_Change = -1 Observation = 89 Value_Change = -25.6 Pop_Density_Change = 5.8 Observation = 88 Value_Change = -7.2 Pop_Density_Change = -5.2 Observation = 87 Value_Change = -16 Pop_Density_Change = -4.2 Observation = 86 Value_Change = -15.6 Pop_Density_Change = 12.6 Observation = 85 Value_Change = -23.6 Pop_Density_Change = -1.8 Observation = 84 Value_Change = 18.4 Pop_Density_Change = 11.2 Observation = 83 Value_Change = -35 Pop_Density_Change = 1.4 Observation = 82 Value_Change = -24 Pop_Density_Change = 1.6 Observation = 81 Value_Change = 18.4 Pop_Density_Change = -1.6 Observation = 80 Value_Change = 106.8 Pop_Density_Change = -2.2 Observation = 79 Value_Change = -7 Pop_Density_Change = 1.6 Observation = 78 Value_Change = 10.4 Pop_Density_Change = -2.6 Observation = 77 Value_Change = 24.8 Pop_Density_Change = -0.4 Observation = 76 Value_Change = 10.6 Pop_Density_Change = -1 Observation = 75 Value_Change = 11 Pop_Density_Change = 2.2 Observation = 74 Value_Change = 10 Pop_Density_Change = -2 Observation = 73 Value_Change = 6.6 Pop_Density_Change = -2.2 Observation = 72 Value_Change = -40.8 Pop_Density_Change = -3.4 Observation = 71 Value_Change = 93.4 Pop_Density_Change = 0.6 Observation = 70 Value_Change = 184.6 Pop_Density_Change = 1.4 Observation = 69 Value_Change = 11.4 Pop_Density_Change = 3.2 Observation = 68 Value_Change = 17.6 Pop_Density_Change = 0.6 Observation = 67 Value_Change = 4.4 Pop_Density_Change = 13.2 Observation = 66 Value_Change = 8 Pop_Density_Change = -2.2 Observation = 65 Value_Change = -22.2 Pop_Density_Change = -2.8 Observation = 64 Value_Change = 96.8 Pop_Density_Change = 4.4 Observation = 63 Value_Change = -32 Pop_Density_Change = 2.2 Observation = 62 Value_Change = -16 Pop_Density_Change = -6.4 Observation = 61 Value_Change = 14 Pop_Density_Change = -1.2 Observation = 60 Value_Change = -12.2 Pop_Density_Change = 7.8 Observation = 59 Value_Change = -1.6 Pop_Density_Change = -0.6 Observation = 58 Value_Change = -27.6 Pop_Density_Change = -2.2 Observation = 57 Value_Change = 1.8 Pop_Density_Change = -4.4 Observation = 56 Value_Change = 47.4 Pop_Density_Change = 3.4 Observation = 55 Value_Change = -40.6 Pop_Density_Change = 2.4 Observation = 54 Value_Change = -3.2 Pop_Density_Change = 4.6 Observation = 53 Value_Change = -5.4 Pop_Density_Change = -4.2 Observation = 52 Value_Change = 15.2 Pop_Density_Change = 2.2 Observation = 51 Value_Change = 3.8 Pop_Density_Change = -4.6 Observation = 50 Value_Change = 42.6 Pop_Density_Change = 12.6 Observation = 49 Value_Change = 39.8 Pop_Density_Change = 6.4 Observation = 48 Value_Change = -20.6 Pop_Density_Change = 8 Observation = 47 Value_Change = 13.6 Pop_Density_Change = -7.4 Observation = 46 Value_Change = -35.6 Pop_Density_Change = 7.2 Observation = 45 Value_Change = -17 Pop_Density_Change = -2.8 Observation = 44 Value_Change = 87.4 Pop_Density_Change = 7.2 Observation = 43 Value_Change = 3.2 Pop_Density_Change = 4 Observation = 42 Value_Change = 4 Pop_Density_Change = 8.2 Observation = 41 Value_Change = 9.4 Pop_Density_Change = -4.6 Observation = 40 Value_Change = 1.8 Pop_Density_Change = 5.8 Observation = 39 Value_Change = 66.8 Pop_Density_Change = 3.2 Observation = 38 Value_Change = -69.2 Pop_Density_Change = -2 Observation = 37 Value_Change = 16.4 Pop_Density_Change = -3.2 Observation = 36 Value_Change = 33.2 Pop_Density_Change = 5.8 Observation = 35 Value_Change = -47.4 Pop_Density_Change = 7.6 Observation = 34 Value_Change = -15.4 Pop_Density_Change = 5 Observation = 33 Value_Change = 0.4 Pop_Density_Change = -5.2 Observation = 32 Value_Change = 41 Pop_Density_Change = 10.4 Observation = 31 Value_Change = -10.8 Pop_Density_Change = -1 Observation = 30 Value_Change = 41.2 Pop_Density_Change = 2.6 Observation = 29 Value_Change = 15.4 Pop_Density_Change = 1.4 Observation = 28 Value_Change = 4.8 Pop_Density_Change = 5 Observation = 27 Value_Change = 26.8 Pop_Density_Change = 9.6 Observation = 26 Value_Change = -27.4 Pop_Density_Change = 0.4 Observation = 25 Value_Change = -13.2 Pop_Density_Change = -2.4 Observation = 24 Value_Change = -7 Pop_Density_Change = -2.6 Observation = 23 Value_Change = -26.6 Pop_Density_Change = 0 Observation = 22 Value_Change = -13.2 Pop_Density_Change = -4.4 Observation = 21 Value_Change = -55.2 Pop_Density_Change = 3.6 Observation = 20 Value_Change = 35 Pop_Density_Change = 10.4 Observation = 19 Value_Change = 26.6 Pop_Density_Change = 2 Observation = 18 Value_Change = 205 Pop_Density_Change = -1.8 Observation = 17 Value_Change = 20.6 Pop_Density_Change = 1.8 Observation = 16 Value_Change = -3.8 Pop_Density_Change = 5.6 Observation = 15 Value_Change = -14.4 Pop_Density_Change = -0.2 Observation = 14 Value_Change = 22.8 Pop_Density_Change = 12.2 Observation = 13 Value_Change = -8.8 Pop_Density_Change = 0.2 Observation = 12 Value_Change = -3.6 Pop_Density_Change = 5.6 Observation = 11 Value_Change = -12 Pop_Density_Change = 16.8 Observation = 10 Value_Change = -16.2 Pop_Density_Change = -4 Observation = 9 Value_Change = -3 Pop_Density_Change = -6 Observation = 8 Value_Change = -15.6 Pop_Density_Change = -0.8 Observation = 7 Value_Change = 192 Pop_Density_Change = -0.4 Observation = 6 Value_Change = 113.2 Pop_Density_Change = -0.4 Observation = 5 Value_Change = -25.4 Pop_Density_Change = -5.4 Observation = 4 Value_Change = -35.2 Pop_Density_Change = 0.8 Observation = 3 Value_Change = 9.2 Pop_Density_Change = 0.6 Observation = 2 Value_Change = -1.4 Pop_Density_Change = 6.6 Observation = 1
img10.png Value_Change = -46.4 CLDD_Change = -6.4 Observation = 93 Value_Change = -9.4 CLDD_Change = -10.6 Observation = 92 Value_Change = 8.6 CLDD_Change = 21 Observation = 91 Value_Change = -7.2 CLDD_Change = -19 Observation = 90 Value_Change = -7.2 CLDD_Change = 8.4 Observation = 89 Value_Change = -25.6 CLDD_Change = -28.2 Observation = 88 Value_Change = -7.2 CLDD_Change = 7.2 Observation = 87 Value_Change = -16 CLDD_Change = 0 Observation = 86 Value_Change = -15.6 CLDD_Change = -4.4 Observation = 85 Value_Change = -23.6 CLDD_Change = 13.2 Observation = 84 Value_Change = 18.4 CLDD_Change = 4.8 Observation = 83 Value_Change = -35 CLDD_Change = 34 Observation = 82 Value_Change = -24 CLDD_Change = -2.6 Observation = 81 Value_Change = 18.4 CLDD_Change = -9 Observation = 80 Value_Change = 106.8 CLDD_Change = -11.6 Observation = 79 Value_Change = -7 CLDD_Change = 0 Observation = 78 Value_Change = 10.4 CLDD_Change = -15.4 Observation = 77 Value_Change = 24.8 CLDD_Change = 8.6 Observation = 76 Value_Change = 10.6 CLDD_Change = -3.4 Observation = 75 Value_Change = 11 CLDD_Change = -0.8 Observation = 74 Value_Change = 10 CLDD_Change = -0.2 Observation = 73 Value_Change = 6.6 CLDD_Change = -18.8 Observation = 72 Value_Change = -40.8 CLDD_Change = 6 Observation = 71 Value_Change = 93.4 CLDD_Change = -11 Observation = 70 Value_Change = 184.6 CLDD_Change = 0.8 Observation = 69 Value_Change = 11.4 CLDD_Change = 10.6 Observation = 68 Value_Change = 17.6 CLDD_Change = 24 Observation = 67 Value_Change = 4.4 CLDD_Change = 7.4 Observation = 66 Value_Change = 8 CLDD_Change = -11.8 Observation = 65 Value_Change = -22.2 CLDD_Change = 17.6 Observation = 64 Value_Change = 96.8 CLDD_Change = 6.4 Observation = 63 Value_Change = -32 CLDD_Change = 7.2 Observation = 62 Value_Change = -16 CLDD_Change = 9.8 Observation = 61 Value_Change = 14 CLDD_Change = -5.4 Observation = 60 Value_Change = -12.2 CLDD_Change = 0 Observation = 59 Value_Change = -1.6 CLDD_Change = 17 Observation = 58 Value_Change = -27.6 CLDD_Change = 4.2 Observation = 57 Value_Change = 1.8 CLDD_Change = 8.8 Observation = 56 Value_Change = 47.4 CLDD_Change = 24.2 Observation = 55 Value_Change = -40.6 CLDD_Change = 3 Observation = 54 Value_Change = -3.2 CLDD_Change = 8.6 Observation = 53 Value_Change = -5.4 CLDD_Change = 9 Observation = 52 Value_Change = 15.2 CLDD_Change = 10.2 Observation = 51 Value_Change = 3.8 CLDD_Change = 0 Observation = 50 Value_Change = 42.6 CLDD_Change = 19.8 Observation = 49 Value_Change = 39.8 CLDD_Change = -5 Observation = 48 Value_Change = -20.6 CLDD_Change = 3.8 Observation = 47 Value_Change = 13.6 CLDD_Change = 18.2 Observation = 46 Value_Change = -35.6 CLDD_Change = 0 Observation = 45 Value_Change = -17 CLDD_Change = 3 Observation = 44 Value_Change = 87.4 CLDD_Change = -4.4 Observation = 43 Value_Change = 3.2 CLDD_Change = -16.2 Observation = 42 Value_Change = 4 CLDD_Change = 19.8 Observation = 41 Value_Change = 9.4 CLDD_Change = 18.2 Observation = 40 Value_Change = 1.8 CLDD_Change = -0.6 Observation = 39 Value_Change = 66.8 CLDD_Change = 3.8 Observation = 38 Value_Change = -69.2 CLDD_Change = -26 Observation = 37 Value_Change = 16.4 CLDD_Change = 0 Observation = 36 Value_Change = 33.2 CLDD_Change = 4.4 Observation = 35 Value_Change = -47.4 CLDD_Change = 0 Observation = 34 Value_Change = -15.4 CLDD_Change = -5 Observation = 33 Value_Change = 0.4 CLDD_Change = 5 Observation = 32 Value_Change = 41 CLDD_Change = -0.8 Observation = 31 Value_Change = -10.8 CLDD_Change = 46.2 Observation = 30 Value_Change = 41.2 CLDD_Change = -21.8 Observation = 29 Value_Change = 15.4 CLDD_Change = -4.2 Observation = 28 Value_Change = 4.8 CLDD_Change = -2 Observation = 27 Value_Change = 26.8 CLDD_Change = 0 Observation = 26 Value_Change = -27.4 CLDD_Change = 13.6 Observation = 25 Value_Change = -13.2 CLDD_Change = 5 Observation = 24 Value_Change = -7 CLDD_Change = 3.8 Observation = 23 Value_Change = -26.6 CLDD_Change = 5.2 Observation = 22 Value_Change = -13.2 CLDD_Change = 9.2 Observation = 21 Value_Change = -55.2 CLDD_Change = -25.6 Observation = 20 Value_Change = 35 CLDD_Change = 0 Observation = 19 Value_Change = 26.6 CLDD_Change = 2.4 Observation = 18 Value_Change = 205 CLDD_Change = -0.8 Observation = 17 Value_Change = 20.6 CLDD_Change = 20.2 Observation = 16 Value_Change = -3.8 CLDD_Change = 22 Observation = 15 Value_Change = -14.4 CLDD_Change = -0.2 Observation = 14 Value_Change = 22.8 CLDD_Change = 6.2 Observation = 13 Value_Change = -8.8 CLDD_Change = -11 Observation = 12 Value_Change = -3.6 CLDD_Change = 86.2 Observation = 11 Value_Change = -12 CLDD_Change = 2.6 Observation = 10 Value_Change = -16.2 CLDD_Change = 3.6 Observation = 9 Value_Change = -3 CLDD_Change = 17.2 Observation = 8 Value_Change = -15.6 CLDD_Change = -7.8 Observation = 7 Value_Change = 192 CLDD_Change = -19.6 Observation = 6 Value_Change = 113.2 CLDD_Change = -17 Observation = 5 Value_Change = -25.4 CLDD_Change = -13.6 Observation = 4 Value_Change = -35.2 CLDD_Change = 0 Observation = 3 Value_Change = 9.2 CLDD_Change = -10.6 Observation = 2 Value_Change = -1.4 CLDD_Change = 10 Observation = 1
img11.png Value_Change = -46.4 HTDD_Change = -3.8 Observation = 93 Value_Change = -9.4 HTDD_Change = -2.4 Observation = 92 Value_Change = 8.6 HTDD_Change = -2.6 Observation = 91 Value_Change = -7.2 HTDD_Change = -5.8 Observation = 90 Value_Change = -7.2 HTDD_Change = -0.8 Observation = 89 Value_Change = -25.6 HTDD_Change = -4.8 Observation = 88 Value_Change = -7.2 HTDD_Change = 3 Observation = 87 Value_Change = -16 HTDD_Change = 0 Observation = 86 Value_Change = -15.6 HTDD_Change = 1.2 Observation = 85 Value_Change = -23.6 HTDD_Change = -3 Observation = 84 Value_Change = 18.4 HTDD_Change = -6.2 Observation = 83 Value_Change = -35 HTDD_Change = -1.4 Observation = 82 Value_Change = -24 HTDD_Change = 3.6 Observation = 81 Value_Change = 18.4 HTDD_Change = -3.4 Observation = 80 Value_Change = 106.8 HTDD_Change = 10 Observation = 79 Value_Change = -7 HTDD_Change = 1.8 Observation = 78 Value_Change = 10.4 HTDD_Change = -3.6 Observation = 77 Value_Change = 24.8 HTDD_Change = -10.4 Observation = 76 Value_Change = 10.6 HTDD_Change = -4.8 Observation = 75 Value_Change = 11 HTDD_Change = -1.8 Observation = 74 Value_Change = 10 HTDD_Change = -5.2 Observation = 73 Value_Change = 6.6 HTDD_Change = 24.8 Observation = 72 Value_Change = -40.8 HTDD_Change = 0.2 Observation = 71 Value_Change = 93.4 HTDD_Change = 6 Observation = 70 Value_Change = 184.6 HTDD_Change = -19.6 Observation = 69 Value_Change = 11.4 HTDD_Change = 0.2 Observation = 68 Value_Change = 17.6 HTDD_Change = 12.8 Observation = 67 Value_Change = 4.4 HTDD_Change = 1 Observation = 66 Value_Change = 8 HTDD_Change = 11.4 Observation = 65 Value_Change = -22.2 HTDD_Change = -2.4 Observation = 64 Value_Change = 96.8 HTDD_Change = -3.8 Observation = 63 Value_Change = -32 HTDD_Change = 0 Observation = 62 Value_Change = -16 HTDD_Change = -2.6 Observation = 61 Value_Change = 14 HTDD_Change = 11.2 Observation = 60 Value_Change = -12.2 HTDD_Change = 0 Observation = 59 Value_Change = -1.6 HTDD_Change = -9.2 Observation = 58 Value_Change = -27.6 HTDD_Change = 51.4 Observation = 57 Value_Change = 1.8 HTDD_Change = 4.6 Observation = 56 Value_Change = 47.4 HTDD_Change = -10.8 Observation = 55 Value_Change = -40.6 HTDD_Change = -5.2 Observation = 54 Value_Change = -3.2 HTDD_Change = -3.4 Observation = 53 Value_Change = -5.4 HTDD_Change = 17 Observation = 52 Value_Change = 15.2 HTDD_Change = -5 Observation = 51 Value_Change = 3.8 HTDD_Change = 0 Observation = 50 Value_Change = 42.6 HTDD_Change = -4.8 Observation = 49 Value_Change = 39.8 HTDD_Change = -4 Observation = 48 Value_Change = -20.6 HTDD_Change = -4.2 Observation = 47 Value_Change = 13.6 HTDD_Change = 13.6 Observation = 46 Value_Change = -35.6 HTDD_Change = 4.6 Observation = 45 Value_Change = -17 HTDD_Change = 1.8 Observation = 44 Value_Change = 87.4 HTDD_Change = -1.6 Observation = 43 Value_Change = 3.2 HTDD_Change = 4 Observation = 42 Value_Change = 4 HTDD_Change = -2.8 Observation = 41 Value_Change = 9.4 HTDD_Change = -12.6 Observation = 40 Value_Change = 1.8 HTDD_Change = -6.8 Observation = 39 Value_Change = 66.8 HTDD_Change = -5.8 Observation = 38 Value_Change = -69.2 HTDD_Change = -3.4 Observation = 37 Value_Change = 16.4 HTDD_Change = 0 Observation = 36 Value_Change = 33.2 HTDD_Change = -8.6 Observation = 35 Value_Change = -47.4 HTDD_Change = 0 Observation = 34 Value_Change = -15.4 HTDD_Change = -2.6 Observation = 33 Value_Change = 0.4 HTDD_Change = 12.4 Observation = 32 Value_Change = 41 HTDD_Change = -8 Observation = 31 Value_Change = -10.8 HTDD_Change = 0 Observation = 30 Value_Change = 41.2 HTDD_Change = 20.2 Observation = 29 Value_Change = 15.4 HTDD_Change = 4.4 Observation = 28 Value_Change = 4.8 HTDD_Change = 24.4 Observation = 27 Value_Change = 26.8 HTDD_Change = 0 Observation = 26 Value_Change = -27.4 HTDD_Change = 4.6 Observation = 25 Value_Change = -13.2 HTDD_Change = 0.8 Observation = 24 Value_Change = -7 HTDD_Change = -10.8 Observation = 23 Value_Change = -26.6 HTDD_Change = 6 Observation = 22 Value_Change = -13.2 HTDD_Change = 4.6 Observation = 21 Value_Change = -55.2 HTDD_Change = 5.2 Observation = 20 Value_Change = 35 HTDD_Change = 0.8 Observation = 19 Value_Change = 26.6 HTDD_Change = -8.4 Observation = 18 Value_Change = 205 HTDD_Change = -3 Observation = 17 Value_Change = 20.6 HTDD_Change = -7.8 Observation = 16 Value_Change = -3.8 HTDD_Change = -10.4 Observation = 15 Value_Change = -14.4 HTDD_Change = 1.8 Observation = 14 Value_Change = 22.8 HTDD_Change = -3.4 Observation = 13 Value_Change = -8.8 HTDD_Change = -5.8 Observation = 12 Value_Change = -3.6 HTDD_Change = -20.2 Observation = 11 Value_Change = -12 HTDD_Change = 0.6 Observation = 10 Value_Change = -16.2 HTDD_Change = 26.4 Observation = 9 Value_Change = -3 HTDD_Change = 2.4 Observation = 8 Value_Change = -15.6 HTDD_Change = 23.4 Observation = 7 Value_Change = 192 HTDD_Change = -8.4 Observation = 6 Value_Change = 113.2 HTDD_Change = -5.8 Observation = 5 Value_Change = -25.4 HTDD_Change = 13.2 Observation = 4 Value_Change = -35.2 HTDD_Change = 0 Observation = 3 Value_Change = 9.2 HTDD_Change = 5.8 Observation = 2 Value_Change = -1.4 HTDD_Change = -2 Observation = 1
img12.png Value_Change = -46.4 PRCP_Change = 10.8 Observation = 93 Value_Change = -9.4 PRCP_Change = 11.8 Observation = 92 Value_Change = 8.6 PRCP_Change = 4.6 Observation = 91 Value_Change = -7.2 PRCP_Change = 21.8 Observation = 90 Value_Change = -7.2 PRCP_Change = 4.8 Observation = 89 Value_Change = -25.6 PRCP_Change = 42 Observation = 88 Value_Change = -7.2 PRCP_Change = 9.2 Observation = 87 Value_Change = -16 PRCP_Change = -28 Observation = 86 Value_Change = -15.6 PRCP_Change = 9.2 Observation = 85 Value_Change = -23.6 PRCP_Change = -2.8 Observation = 84 Value_Change = 18.4 PRCP_Change = 30.6 Observation = 83 Value_Change = -35 PRCP_Change = -7.6 Observation = 82 Value_Change = -24 PRCP_Change = 16.4 Observation = 81 Value_Change = 18.4 PRCP_Change = 1.6 Observation = 80 Value_Change = 106.8 PRCP_Change = 6 Observation = 79 Value_Change = -7 PRCP_Change = 25.2 Observation = 78 Value_Change = 10.4 PRCP_Change = 1.2 Observation = 77 Value_Change = 24.8 PRCP_Change = 4.2 Observation = 76 Value_Change = 10.6 PRCP_Change = 29.8 Observation = 75 Value_Change = 11 PRCP_Change = 39.2 Observation = 74 Value_Change = 10 PRCP_Change = 27 Observation = 73 Value_Change = 6.6 PRCP_Change = 4.8 Observation = 72 Value_Change = -40.8 PRCP_Change = -15.8 Observation = 71 Value_Change = 93.4 PRCP_Change = 13.2 Observation = 70 Value_Change = 184.6 PRCP_Change = 28.8 Observation = 69 Value_Change = 11.4 PRCP_Change = -20.6 Observation = 68 Value_Change = 17.6 PRCP_Change = 15.2 Observation = 67 Value_Change = 4.4 PRCP_Change = 20.8 Observation = 66 Value_Change = 8 PRCP_Change = -6.6 Observation = 65 Value_Change = -22.2 PRCP_Change = -9.2 Observation = 64 Value_Change = 96.8 PRCP_Change = 2 Observation = 63 Value_Change = -32 PRCP_Change = 20.4 Observation = 62 Value_Change = -16 PRCP_Change = -19.6 Observation = 61 Value_Change = 14 PRCP_Change = 15.6 Observation = 60 Value_Change = -12.2 PRCP_Change = -14.6 Observation = 59 Value_Change = -1.6 PRCP_Change = 15.2 Observation = 58 Value_Change = -27.6 PRCP_Change = 13.4 Observation = 57 Value_Change = 1.8 PRCP_Change = 2.2 Observation = 56 Value_Change = 47.4 PRCP_Change = 26.4 Observation = 55 Value_Change = -40.6 PRCP_Change = 39 Observation = 54 Value_Change = -3.2 PRCP_Change = 15.8 Observation = 53 Value_Change = -5.4 PRCP_Change = -15.6 Observation = 52 Value_Change = 15.2 PRCP_Change = 3.8 Observation = 51 Value_Change = 3.8 PRCP_Change = -13.8 Observation = 50 Value_Change = 42.6 PRCP_Change = 15 Observation = 49 Value_Change = 39.8 PRCP_Change = -0.6 Observation = 48 Value_Change = -20.6 PRCP_Change = 24.4 Observation = 47 Value_Change = 13.6 PRCP_Change = -11.2 Observation = 46 Value_Change = -35.6 PRCP_Change = 2.4 Observation = 45 Value_Change = -17 PRCP_Change = 0.6 Observation = 44 Value_Change = 87.4 PRCP_Change = 31.8 Observation = 43 Value_Change = 3.2 PRCP_Change = 1 Observation = 42 Value_Change = 4 PRCP_Change = 10 Observation = 41 Value_Change = 9.4 PRCP_Change = -30.4 Observation = 40 Value_Change = 1.8 PRCP_Change = 10.8 Observation = 39 Value_Change = 66.8 PRCP_Change = -23.4 Observation = 38 Value_Change = -69.2 PRCP_Change = 15.6 Observation = 37 Value_Change = 16.4 PRCP_Change = 0 Observation = 36 Value_Change = 33.2 PRCP_Change = 19.8 Observation = 35 Value_Change = -47.4 PRCP_Change = 20.4 Observation = 34 Value_Change = -15.4 PRCP_Change = 20.6 Observation = 33 Value_Change = 0.4 PRCP_Change = 4.8 Observation = 32 Value_Change = 41 PRCP_Change = 1.6 Observation = 31 Value_Change = -10.8 PRCP_Change = 10.2 Observation = 30 Value_Change = 41.2 PRCP_Change = 23.4 Observation = 29 Value_Change = 15.4 PRCP_Change = 0 Observation = 28 Value_Change = 4.8 PRCP_Change = -18 Observation = 27 Value_Change = 26.8 PRCP_Change = 0 Observation = 26 Value_Change = -27.4 PRCP_Change = -3.8 Observation = 25 Value_Change = -13.2 PRCP_Change = -5.2 Observation = 24 Value_Change = -7 PRCP_Change = -8 Observation = 23 Value_Change = -26.6 PRCP_Change = 9.8 Observation = 22 Value_Change = -13.2 PRCP_Change = 2.2 Observation = 21 Value_Change = -55.2 PRCP_Change = 24.4 Observation = 20 Value_Change = 35 PRCP_Change = -17.8 Observation = 19 Value_Change = 26.6 PRCP_Change = 19.2 Observation = 18 Value_Change = 205 PRCP_Change = 22.8 Observation = 17 Value_Change = 20.6 PRCP_Change = 5.4 Observation = 16 Value_Change = -3.8 PRCP_Change = -19.2 Observation = 15 Value_Change = -14.4 PRCP_Change = 19.4 Observation = 14 Value_Change = 22.8 PRCP_Change = 30.4 Observation = 13 Value_Change = -8.8 PRCP_Change = 18.6 Observation = 12 Value_Change = -3.6 PRCP_Change = 5 Observation = 11 Value_Change = -12 PRCP_Change = 25.2 Observation = 10 Value_Change = -16.2 PRCP_Change = 13.6 Observation = 9 Value_Change = -3 PRCP_Change = 0.6 Observation = 8 Value_Change = -15.6 PRCP_Change = -2.2 Observation = 7 Value_Change = 192 PRCP_Change = 6.2 Observation = 6 Value_Change = 113.2 PRCP_Change = 45.6 Observation = 5 Value_Change = -25.4 PRCP_Change = 10.2 Observation = 4 Value_Change = -35.2 PRCP_Change = 19.4 Observation = 3 Value_Change = 9.2 PRCP_Change = 11 Observation = 2 Value_Change = -1.4 PRCP_Change = -11.8 Observation = 1
img13.png Value_Change = -46.4 TAVG_Change = -0.2 Observation = 93 Value_Change = -9.4 TAVG_Change = -2.4 Observation = 92 Value_Change = 8.6 TAVG_Change = 4.2 Observation = 91 Value_Change = -7.2 TAVG_Change = -5.2 Observation = 90 Value_Change = -7.2 TAVG_Change = 2.4 Observation = 89 Value_Change = -25.6 TAVG_Change = -1.4 Observation = 88 Value_Change = -7.2 TAVG_Change = 0.4 Observation = 87 Value_Change = -16 TAVG_Change = 0 Observation = 86 Value_Change = -15.6 TAVG_Change = -1.4 Observation = 85 Value_Change = -23.6 TAVG_Change = 2.4 Observation = 84 Value_Change = 18.4 TAVG_Change = 1.2 Observation = 83 Value_Change = -35 TAVG_Change = 7.2 Observation = 82 Value_Change = -24 TAVG_Change = 0.4 Observation = 81 Value_Change = 18.4 TAVG_Change = -2 Observation = 80 Value_Change = 106.8 TAVG_Change = -4.6 Observation = 79 Value_Change = -7 TAVG_Change = 0 Observation = 78 Value_Change = 10.4 TAVG_Change = -8 Observation = 77 Value_Change = 24.8 TAVG_Change = 2.6 Observation = 76 Value_Change = 10.6 TAVG_Change = 0 Observation = 75 Value_Change = 11 TAVG_Change = -0.6 Observation = 74 Value_Change = 10 TAVG_Change = 0 Observation = 73 Value_Change = 6.6 TAVG_Change = 2.2 Observation = 72 Value_Change = -40.8 TAVG_Change = 1 Observation = 71 Value_Change = 93.4 TAVG_Change = -4.6 Observation = 70 Value_Change = 184.6 TAVG_Change = 1 Observation = 69 Value_Change = 11.4 TAVG_Change = 2.4 Observation = 68 Value_Change = 17.6 TAVG_Change = 8.8 Observation = 67 Value_Change = 4.4 TAVG_Change = 1.6 Observation = 66 Value_Change = 8 TAVG_Change = -4.2 Observation = 65 Value_Change = -22.2 TAVG_Change = 3.8 Observation = 64 Value_Change = 96.8 TAVG_Change = 1.4 Observation = 63 Value_Change = -32 TAVG_Change = 1.6 Observation = 62 Value_Change = -16 TAVG_Change = 3 Observation = 61 Value_Change = 14 TAVG_Change = -2.6 Observation = 60 Value_Change = -12.2 TAVG_Change = 0 Observation = 59 Value_Change = -1.6 TAVG_Change = 5.6 Observation = 58 Value_Change = -27.6 TAVG_Change = 2 Observation = 57 Value_Change = 1.8 TAVG_Change = 1.6 Observation = 56 Value_Change = 47.4 TAVG_Change = 6.4 Observation = 55 Value_Change = -40.6 TAVG_Change = -0.6 Observation = 54 Value_Change = -3.2 TAVG_Change = 1.2 Observation = 53 Value_Change = -5.4 TAVG_Change = 2.2 Observation = 52 Value_Change = 15.2 TAVG_Change = 2.8 Observation = 51 Value_Change = 3.8 TAVG_Change = 0 Observation = 50 Value_Change = 42.6 TAVG_Change = 3.6 Observation = 49 Value_Change = 39.8 TAVG_Change = -1 Observation = 48 Value_Change = -20.6 TAVG_Change = 0.8 Observation = 47 Value_Change = 13.6 TAVG_Change = 2 Observation = 46 Value_Change = -35.6 TAVG_Change = 0 Observation = 45 Value_Change = -17 TAVG_Change = 1.8 Observation = 44 Value_Change = 87.4 TAVG_Change = -0.6 Observation = 43 Value_Change = 3.2 TAVG_Change = -4.6 Observation = 42 Value_Change = 4 TAVG_Change = 3.6 Observation = 41 Value_Change = 9.4 TAVG_Change = 6.2 Observation = 40 Value_Change = 1.8 TAVG_Change = 0.2 Observation = 39 Value_Change = 66.8 TAVG_Change = 2.4 Observation = 38 Value_Change = -69.2 TAVG_Change = -5.6 Observation = 37 Value_Change = 16.4 TAVG_Change = 0 Observation = 36 Value_Change = 33.2 TAVG_Change = 1.2 Observation = 35 Value_Change = -47.4 TAVG_Change = 0 Observation = 34 Value_Change = -15.4 TAVG_Change = 0 Observation = 33 Value_Change = 0.4 TAVG_Change = 0 Observation = 32 Value_Change = 41 TAVG_Change = 0.8 Observation = 31 Value_Change = -10.8 TAVG_Change = 11.6 Observation = 30 Value_Change = 41.2 TAVG_Change = -8.8 Observation = 29 Value_Change = 15.4 TAVG_Change = -1 Observation = 28 Value_Change = 4.8 TAVG_Change = -2.4 Observation = 27 Value_Change = 26.8 TAVG_Change = 0 Observation = 26 Value_Change = -27.4 TAVG_Change = 2.8 Observation = 25 Value_Change = -13.2 TAVG_Change = 1.6 Observation = 24 Value_Change = -7 TAVG_Change = 1.6 Observation = 23 Value_Change = -26.6 TAVG_Change = -1.2 Observation = 22 Value_Change = -13.2 TAVG_Change = 1.8 Observation = 21 Value_Change = -55.2 TAVG_Change = -6.8 Observation = 20 Value_Change = 35 TAVG_Change = 0 Observation = 19 Value_Change = 26.6 TAVG_Change = 1.6 Observation = 18 Value_Change = 205 TAVG_Change = 0.2 Observation = 17 Value_Change = 20.6 TAVG_Change = 5.2 Observation = 16 Value_Change = -3.8 TAVG_Change = 8 Observation = 15 Value_Change = -14.4 TAVG_Change = -1.2 Observation = 14 Value_Change = 22.8 TAVG_Change = 2 Observation = 13 Value_Change = -8.8 TAVG_Change = -2.6 Observation = 12 Value_Change = -3.6 TAVG_Change = 15.4 Observation = 11 Value_Change = -12 TAVG_Change = 0.2 Observation = 10 Value_Change = -16.2 TAVG_Change = 0.8 Observation = 9 Value_Change = -3 TAVG_Change = 4 Observation = 8 Value_Change = -15.6 TAVG_Change = -3.2 Observation = 7 Value_Change = 192 TAVG_Change = -1.6 Observation = 6 Value_Change = 113.2 TAVG_Change = 2 Observation = 5 Value_Change = -25.4 TAVG_Change = -6.2 Observation = 4 Value_Change = -35.2 TAVG_Change = 0 Observation = 3 Value_Change = 9.2 TAVG_Change = -3.6 Observation = 2 Value_Change = -1.4 TAVG_Change = 2.2 Observation = 1
img14.png Value_Change = -46.4 TMIN_Change = 3.6 Observation = 93 Value_Change = -9.4 TMIN_Change = -1 Observation = 92 Value_Change = 8.6 TMIN_Change = 13.8 Observation = 91 Value_Change = -7.2 TMIN_Change = -0.8 Observation = 90 Value_Change = -7.2 TMIN_Change = 4.2 Observation = 89 Value_Change = -25.6 TMIN_Change = 0.2 Observation = 88 Value_Change = -7.2 TMIN_Change = -1.4 Observation = 87 Value_Change = -16 TMIN_Change = 0 Observation = 86 Value_Change = -15.6 TMIN_Change = -1.6 Observation = 85 Value_Change = -23.6 TMIN_Change = -0.4 Observation = 84 Value_Change = 18.4 TMIN_Change = -1.2 Observation = 83 Value_Change = -35 TMIN_Change = 11 Observation = 82 Value_Change = -24 TMIN_Change = 4.2 Observation = 81 Value_Change = 18.4 TMIN_Change = 3.6 Observation = 80 Value_Change = 106.8 TMIN_Change = -4 Observation = 79 Value_Change = -7 TMIN_Change = 0 Observation = 78 Value_Change = 10.4 TMIN_Change = -10.4 Observation = 77 Value_Change = 24.8 TMIN_Change = 3 Observation = 76 Value_Change = 10.6 TMIN_Change = 6.8 Observation = 75 Value_Change = 11 TMIN_Change = 0.6 Observation = 74 Value_Change = 10 TMIN_Change = 1.6 Observation = 73 Value_Change = 6.6 TMIN_Change = 2.4 Observation = 72 Value_Change = -40.8 TMIN_Change = 4.6 Observation = 71 Value_Change = 93.4 TMIN_Change = -10 Observation = 70 Value_Change = 184.6 TMIN_Change = 8.6 Observation = 69 Value_Change = 11.4 TMIN_Change = 4.4 Observation = 68 Value_Change = 17.6 TMIN_Change = 28.6 Observation = 67 Value_Change = 4.4 TMIN_Change = 3.4 Observation = 66 Value_Change = 8 TMIN_Change = -7 Observation = 65 Value_Change = -22.2 TMIN_Change = 7 Observation = 64 Value_Change = 96.8 TMIN_Change = 2.4 Observation = 63 Value_Change = -32 TMIN_Change = 0.4 Observation = 62 Value_Change = -16 TMIN_Change = 5.6 Observation = 61 Value_Change = 14 TMIN_Change = -0.4 Observation = 60 Value_Change = -12.2 TMIN_Change = 0 Observation = 59 Value_Change = -1.6 TMIN_Change = 8 Observation = 58 Value_Change = -27.6 TMIN_Change = 23 Observation = 57 Value_Change = 1.8 TMIN_Change = 4.8 Observation = 56 Value_Change = 47.4 TMIN_Change = 27.4 Observation = 55 Value_Change = -40.6 TMIN_Change = -3.4 Observation = 54 Value_Change = -3.2 TMIN_Change = 4.2 Observation = 53 Value_Change = -5.4 TMIN_Change = 0.4 Observation = 52 Value_Change = 15.2 TMIN_Change = 6 Observation = 51 Value_Change = 3.8 TMIN_Change = 0 Observation = 50 Value_Change = 42.6 TMIN_Change = 8.8 Observation = 49 Value_Change = 39.8 TMIN_Change = -1 Observation = 48 Value_Change = -20.6 TMIN_Change = 7.2 Observation = 47 Value_Change = 13.6 TMIN_Change = -2.2 Observation = 46 Value_Change = -35.6 TMIN_Change = 0 Observation = 45 Value_Change = -17 TMIN_Change = 0.2 Observation = 44 Value_Change = 87.4 TMIN_Change = 2.8 Observation = 43 Value_Change = 3.2 TMIN_Change = -9 Observation = 42 Value_Change = 4 TMIN_Change = 2 Observation = 41 Value_Change = 9.4 TMIN_Change = 12.4 Observation = 40 Value_Change = 1.8 TMIN_Change = 1.4 Observation = 39 Value_Change = 66.8 TMIN_Change = -2 Observation = 38 Value_Change = -69.2 TMIN_Change = -1.4 Observation = 37 Value_Change = 16.4 TMIN_Change = 0 Observation = 36 Value_Change = 33.2 TMIN_Change = -0.4 Observation = 35 Value_Change = -47.4 TMIN_Change = 0 Observation = 34 Value_Change = -15.4 TMIN_Change = 1 Observation = 33 Value_Change = 0.4 TMIN_Change = -0.2 Observation = 32 Value_Change = 41 TMIN_Change = 1.4 Observation = 31 Value_Change = -10.8 TMIN_Change = 15.2 Observation = 30 Value_Change = 41.2 TMIN_Change = -22.2 Observation = 29 Value_Change = 15.4 TMIN_Change = -0.4 Observation = 28 Value_Change = 4.8 TMIN_Change = -3.6 Observation = 27 Value_Change = 26.8 TMIN_Change = 0 Observation = 26 Value_Change = -27.4 TMIN_Change = 4.2 Observation = 25 Value_Change = -13.2 TMIN_Change = 4.6 Observation = 24 Value_Change = -7 TMIN_Change = 5.4 Observation = 23 Value_Change = -26.6 TMIN_Change = -8.8 Observation = 22 Value_Change = -13.2 TMIN_Change = 2.6 Observation = 21 Value_Change = -55.2 TMIN_Change = -17.2 Observation = 20 Value_Change = 35 TMIN_Change = 0 Observation = 19 Value_Change = 26.6 TMIN_Change = 4.2 Observation = 18 Value_Change = 205 TMIN_Change = -0.6 Observation = 17 Value_Change = 20.6 TMIN_Change = 15 Observation = 16 Value_Change = -3.8 TMIN_Change = 16.6 Observation = 15 Value_Change = -14.4 TMIN_Change = 2 Observation = 14 Value_Change = 22.8 TMIN_Change = 9 Observation = 13 Value_Change = -8.8 TMIN_Change = 0.6 Observation = 12 Value_Change = -3.6 TMIN_Change = 31.8 Observation = 11 Value_Change = -12 TMIN_Change = 5.2 Observation = 10 Value_Change = -16.2 TMIN_Change = 6.6 Observation = 9 Value_Change = -3 TMIN_Change = 10.4 Observation = 8 Value_Change = -15.6 TMIN_Change = -2.6 Observation = 7 Value_Change = 192 TMIN_Change = 6.2 Observation = 6 Value_Change = 113.2 TMIN_Change = 4 Observation = 5 Value_Change = -25.4 TMIN_Change = -10.2 Observation = 4 Value_Change = -35.2 TMIN_Change = 0 Observation = 3 Value_Change = 9.2 TMIN_Change = -10 Observation = 2 Value_Change = -1.4 TMIN_Change = 1 Observation = 1
img15.png Value_Change = -46.4 TMAX_Change = -1.4 Observation = 93 Value_Change = -9.4 TMAX_Change = -3 Observation = 92 Value_Change = 8.6 TMAX_Change = 0 Observation = 91 Value_Change = -7.2 TMAX_Change = -7 Observation = 90 Value_Change = -7.2 TMAX_Change = 1.4 Observation = 89 Value_Change = -25.6 TMAX_Change = -1.8 Observation = 88 Value_Change = -7.2 TMAX_Change = 1.2 Observation = 87 Value_Change = -16 TMAX_Change = -2.4 Observation = 86 Value_Change = -15.6 TMAX_Change = -1 Observation = 85 Value_Change = -23.6 TMAX_Change = 3.6 Observation = 84 Value_Change = 18.4 TMAX_Change = 2.4 Observation = 83 Value_Change = -35 TMAX_Change = 5.4 Observation = 82 Value_Change = -24 TMAX_Change = -1 Observation = 81 Value_Change = 18.4 TMAX_Change = -3.6 Observation = 80 Value_Change = 106.8 TMAX_Change = -5.2 Observation = 79 Value_Change = -7 TMAX_Change = 0 Observation = 78 Value_Change = 10.4 TMAX_Change = 4 Observation = 77 Value_Change = 24.8 TMAX_Change = 2.2 Observation = 76 Value_Change = 10.6 TMAX_Change = -2.4 Observation = 75 Value_Change = 11 TMAX_Change = -1 Observation = 74 Value_Change = 10 TMAX_Change = -0.8 Observation = 73 Value_Change = 6.6 TMAX_Change = 3 Observation = 72 Value_Change = -40.8 TMAX_Change = -0.6 Observation = 71 Value_Change = 93.4 TMAX_Change = -2 Observation = 70 Value_Change = 184.6 TMAX_Change = -2.2 Observation = 69 Value_Change = 11.4 TMAX_Change = 1.2 Observation = 68 Value_Change = 17.6 TMAX_Change = 2.2 Observation = 67 Value_Change = 4.4 TMAX_Change = 0.6 Observation = 66 Value_Change = 8 TMAX_Change = -2.8 Observation = 65 Value_Change = -22.2 TMAX_Change = 2 Observation = 64 Value_Change = 96.8 TMAX_Change = 1 Observation = 63 Value_Change = -32 TMAX_Change = 2.2 Observation = 62 Value_Change = -16 TMAX_Change = 2 Observation = 61 Value_Change = 14 TMAX_Change = -3.4 Observation = 60 Value_Change = -12.2 TMAX_Change = 0 Observation = 59 Value_Change = -1.6 TMAX_Change = 4.2 Observation = 58 Value_Change = -27.6 TMAX_Change = -3.6 Observation = 57 Value_Change = 1.8 TMAX_Change = 0 Observation = 56 Value_Change = 47.4 TMAX_Change = 0.4 Observation = 55 Value_Change = -40.6 TMAX_Change = 0.4 Observation = 54 Value_Change = -3.2 TMAX_Change = 0.2 Observation = 53 Value_Change = -5.4 TMAX_Change = 3.2 Observation = 52 Value_Change = 15.2 TMAX_Change = 1.6 Observation = 51 Value_Change = 3.8 TMAX_Change = 0 Observation = 50 Value_Change = 42.6 TMAX_Change = 1.4 Observation = 49 Value_Change = 39.8 TMAX_Change = -0.8 Observation = 48 Value_Change = -20.6 TMAX_Change = -1.4 Observation = 47 Value_Change = 13.6 TMAX_Change = 4.2 Observation = 46 Value_Change = -35.6 TMAX_Change = 0 Observation = 45 Value_Change = -17 TMAX_Change = 2.4 Observation = 44 Value_Change = 87.4 TMAX_Change = -2 Observation = 43 Value_Change = 3.2 TMAX_Change = -3 Observation = 42 Value_Change = 4 TMAX_Change = 4.4 Observation = 41 Value_Change = 9.4 TMAX_Change = 0.6 Observation = 40 Value_Change = 1.8 TMAX_Change = 1.4 Observation = 39 Value_Change = 66.8 TMAX_Change = 5 Observation = 38 Value_Change = -69.2 TMAX_Change = -7 Observation = 37 Value_Change = 16.4 TMAX_Change = 0 Observation = 36 Value_Change = 33.2 TMAX_Change = 1.8 Observation = 35 Value_Change = -47.4 TMAX_Change = 0 Observation = 34 Value_Change = -15.4 TMAX_Change = -0.6 Observation = 33 Value_Change = 0.4 TMAX_Change = 0 Observation = 32 Value_Change = 41 TMAX_Change = 1 Observation = 31 Value_Change = -10.8 TMAX_Change = 10.2 Observation = 30 Value_Change = 41.2 TMAX_Change = -3 Observation = 29 Value_Change = 15.4 TMAX_Change = -1.2 Observation = 28 Value_Change = 4.8 TMAX_Change = -1.6 Observation = 27 Value_Change = 26.8 TMAX_Change = 0 Observation = 26 Value_Change = -27.4 TMAX_Change = 2.2 Observation = 25 Value_Change = -13.2 TMAX_Change = 0 Observation = 24 Value_Change = -7 TMAX_Change = -0.4 Observation = 23 Value_Change = -26.6 TMAX_Change = 1.8 Observation = 22 Value_Change = -13.2 TMAX_Change = 1.6 Observation = 21 Value_Change = -55.2 TMAX_Change = -2.4 Observation = 20 Value_Change = 35 TMAX_Change = 0 Observation = 19 Value_Change = 26.6 TMAX_Change = 0.4 Observation = 18 Value_Change = 205 TMAX_Change = 0.6 Observation = 17 Value_Change = 20.6 TMAX_Change = 0 Observation = 16 Value_Change = -3.8 TMAX_Change = 3.8 Observation = 15 Value_Change = -14.4 TMAX_Change = -2.4 Observation = 14 Value_Change = 22.8 TMAX_Change = -0.8 Observation = 13 Value_Change = -8.8 TMAX_Change = -4 Observation = 12 Value_Change = -3.6 TMAX_Change = 9.6 Observation = 11 Value_Change = -12 TMAX_Change = -2.6 Observation = 10 Value_Change = -16.2 TMAX_Change = -1.4 Observation = 9 Value_Change = -3 TMAX_Change = 1.2 Observation = 8 Value_Change = -15.6 TMAX_Change = -3.4 Observation = 7 Value_Change = 192 TMAX_Change = -4.2 Observation = 6 Value_Change = 113.2 TMAX_Change = 1.4 Observation = 5 Value_Change = -25.4 TMAX_Change = -3.8 Observation = 4 Value_Change = -35.2 TMAX_Change = 0 Observation = 3 Value_Change = 9.2 TMAX_Change = -0.4 Observation = 2 Value_Change = -1.4 TMAX_Change = 2.8 Observation = 1

Created:         Monday, May 11, 2020

CORRELATION MATRIX TO GET TOP PREDICTORS FOR SEEDS & PLANTS TOTALS

The CORR Procedure
9 Variables: Value_Change Unemployment_Change Pop_Density_Change CLDD_Change HTDD_Change PRCP_Change TAVG_Change TMIN_Change TMAX_Change
Pearson Correlation Coefficients, N = 93
Prob > |r| under H0: Rho=0
Value_Change
Value_Change
1.00000
 
HTDD_Change
-0.21492
0.0386
PRCP_Change
0.13358
0.2018
Unemployment_Change
Unemployment_Change
1.00000
 
PRCP_Change
-0.36463
0.0003
TMAX_Change
0.33104
0.0012
Pop_Density_Change
Pop_Density_Change
1.00000
 
PRCP_Change
0.27248
0.0082
HTDD_Change
-0.25042
0.0155
CLDD_Change
CLDD_Change
1.00000
 
TAVG_Change
0.89461
<.0001
TMAX_Change
0.74412
<.0001
HTDD_Change
HTDD_Change
1.00000
 
TAVG_Change
-0.29238
0.0045
Pop_Density_Change
-0.25042
0.0155
PRCP_Change
PRCP_Change
1.00000
 
Unemployment_Change
-0.36463
0.0003
Pop_Density_Change
0.27248
0.0082
TAVG_Change
TAVG_Change
1.00000
 
CLDD_Change
0.89461
<.0001
TMIN_Change
0.84417
<.0001
TMIN_Change
TMIN_Change
1.00000
 
TAVG_Change
0.84417
<.0001
CLDD_Change
0.71402
<.0001
TMAX_Change
TMAX_Change
1.00000
 
CLDD_Change
0.74412
<.0001
TAVG_Change
0.74023
<.0001

Created:         Monday, May 11, 2020

LINEAR REGRESSION MODEL WITH USING TOP PREDICTIVE VARIABLES FOR SEEDS & PLANTS TOTALS

The GLM Procedure
Number of Observations Read 93
Number of Observations Used 93

Created:         Monday, May 11, 2020


LINEAR REGRESSION MODEL WITH USING TOP PREDICTIVE VARIABLES FOR SEEDS & PLANTS TOTALS

The GLM Procedure

Dependent Variable: Value_Change   
Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 1622.6377 811.3188 0.36 0.7003
Error 90 204158.9675 2268.4330    
Corrected Total 92 205781.6052      
R-Square Coeff Var Root MSE Value_Change Mean
0.007885 507.7270 47.62807 9.380645
Source DF Type I SS Mean Square F Value Pr > F
Pop_Density_Change 1 675.0714219 675.0714219 0.30 0.5867
Unemployment_Change 1 947.5662736 947.5662736 0.42 0.5197
Source DF Type III SS Mean Square F Value Pr > F
Pop_Density_Change 1 736.3389259 736.3389259 0.32 0.5703
Unemployment_Change 1 947.5662736 947.5662736 0.42 0.5197
Parameter Estimate Standard
Error		 t Value Pr > |t|
Intercept -20.94295250 45.90817689 -0.46 0.6494
Pop_Density_Change 0.55728971 0.97814923 0.57 0.5703
Unemployment_Change -0.56128489 0.86844342 -0.65 0.5197
img16.png

Created:         Monday, May 11, 2020

MAP SHOWING PERCENTAGE CHANGE IN VALUE OF SUPPLIES & REPAIRS BETWEEN 2012 AND 2017 ACROSS NORTH CAROLINA

img25.png

Created:         Monday, May 11, 2020

CORRELATION AND SCATTER PLOTS FOR SUPPLIES & REPAIRS

The CORR Procedure
1 With Variables: Value_Change
8 Variables: Unemployment_Change Pop_Density_Change CLDD_Change HTDD_Change PRCP_Change TAVG_Change TMIN_Change TMAX_Change
Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
Value_Change 93 9.88172 36.56126 919.00000 -46.80000 235.20000
Unemployment_Change 93 -52.69892 5.73598 -4901 -66.00000 -35.00000
Pop_Density_Change 93 1.59785 5.02874 148.60000 -7.40000 16.80000
CLDD_Change 93 3.03441 15.29969 282.20000 -26.00000 86.20000
HTDD_Change 93 0.71828 10.16483 66.80000 -20.20000 51.40000
PRCP_Change 93 8.18065 15.51995 760.80000 -30.40000 45.60000
TAVG_Change 93 0.66022 3.75277 61.40000 -8.80000 15.40000
TMIN_Change 93 2.65161 8.24499 246.60000 -22.20000 31.80000
TMAX_Change 93 0.07527 2.91606 7.00000 -7.00000 10.20000
Pearson Correlation Coefficients, N = 93
Prob > |r| under H0: Rho=0
Value_Change
Unemployment_Change
-0.32292
0.0016
PRCP_Change
0.15674
0.1335
TMIN_Change
0.14293
0.1717
TMAX_Change
-0.10496
0.3167
HTDD_Change
0.07195
0.4931
TAVG_Change
0.04858
0.6438
Pop_Density_Change
0.03552
0.7354
CLDD_Change
0.01694
0.8719

Created:         Monday, May 11, 2020


CORRELATION AND SCATTER PLOTS FOR SUPPLIES & REPAIRS

The CORR Procedure
img8.png Value_Change = -23.4 Unemployment_Change = -58 Observation = 93 Value_Change = 1 Unemployment_Change = -57.6 Observation = 92 Value_Change = 29.2 Unemployment_Change = -44.6 Observation = 91 Value_Change = -1.8 Unemployment_Change = -59.6 Observation = 90 Value_Change = -6 Unemployment_Change = -41.2 Observation = 89 Value_Change = -20.2 Unemployment_Change = -57.6 Observation = 88 Value_Change = -5.8 Unemployment_Change = -45 Observation = 87 Value_Change = 41.8 Unemployment_Change = -54 Observation = 86 Value_Change = -1.2 Unemployment_Change = -49.4 Observation = 85 Value_Change = -46.8 Unemployment_Change = -44.2 Observation = 84 Value_Change = -45.8 Unemployment_Change = -50.6 Observation = 83 Value_Change = 235.2 Unemployment_Change = -66 Observation = 82 Value_Change = -3.4 Unemployment_Change = -57.2 Observation = 81 Value_Change = 74.6 Unemployment_Change = -54.8 Observation = 80 Value_Change = 4.8 Unemployment_Change = -58.6 Observation = 79 Value_Change = -28.2 Unemployment_Change = -55.8 Observation = 78 Value_Change = -15 Unemployment_Change = -49.4 Observation = 77 Value_Change = 69.6 Unemployment_Change = -54.6 Observation = 76 Value_Change = 58.2 Unemployment_Change = -56.8 Observation = 75 Value_Change = 7.6 Unemployment_Change = -54.8 Observation = 74 Value_Change = -4.6 Unemployment_Change = -50.8 Observation = 73 Value_Change = -8.6 Unemployment_Change = -55.2 Observation = 72 Value_Change = 10 Unemployment_Change = -56.6 Observation = 71 Value_Change = -45.2 Unemployment_Change = -51.8 Observation = 70 Value_Change = -4 Unemployment_Change = -47.2 Observation = 69 Value_Change = -2.4 Unemployment_Change = -58.2 Observation = 68 Value_Change = 26.8 Unemployment_Change = -55.8 Observation = 67 Value_Change = -17 Unemployment_Change = -45 Observation = 66 Value_Change = -20.2 Unemployment_Change = -48.8 Observation = 65 Value_Change = 14.4 Unemployment_Change = -39.4 Observation = 64 Value_Change = -0.2 Unemployment_Change = -35 Observation = 63 Value_Change = -17.4 Unemployment_Change = -46 Observation = 62 Value_Change = 2.6 Unemployment_Change = -47.8 Observation = 61 Value_Change = -20 Unemployment_Change = -50 Observation = 60 Value_Change = 10 Unemployment_Change = -57.6 Observation = 59 Value_Change = 39.6 Unemployment_Change = -57.4 Observation = 58 Value_Change = -7.4 Unemployment_Change = -63 Observation = 57 Value_Change = -2.2 Unemployment_Change = -53.4 Observation = 56 Value_Change = 78.4 Unemployment_Change = -57.2 Observation = 55 Value_Change = 51.6 Unemployment_Change = -56.6 Observation = 54 Value_Change = 0.2 Unemployment_Change = -58.4 Observation = 53 Value_Change = -1.4 Unemployment_Change = -55.2 Observation = 52 Value_Change = 5.4 Unemployment_Change = -55.2 Observation = 51 Value_Change = 19 Unemployment_Change = -55.6 Observation = 50 Value_Change = -6.2 Unemployment_Change = -51.2 Observation = 49 Value_Change = 17.4 Unemployment_Change = -55.6 Observation = 48 Value_Change = -22.6 Unemployment_Change = -57.6 Observation = 47 Value_Change = -13.4 Unemployment_Change = -37.4 Observation = 46 Value_Change = 4.4 Unemployment_Change = -46.8 Observation = 45 Value_Change = -10 Unemployment_Change = -47.2 Observation = 44 Value_Change = 11.4 Unemployment_Change = -49.4 Observation = 43 Value_Change = 29 Unemployment_Change = -56 Observation = 42 Value_Change = 8.4 Unemployment_Change = -51.8 Observation = 41 Value_Change = 9.8 Unemployment_Change = -46.6 Observation = 40 Value_Change = 11.6 Unemployment_Change = -50.6 Observation = 39 Value_Change = 4.2 Unemployment_Change = -52.6 Observation = 38 Value_Change = 21.6 Unemployment_Change = -61.6 Observation = 37 Value_Change = 16.4 Unemployment_Change = -42.8 Observation = 36 Value_Change = 0.4 Unemployment_Change = -56.2 Observation = 35 Value_Change = 2.2 Unemployment_Change = -52.6 Observation = 34 Value_Change = -15.2 Unemployment_Change = -51.6 Observation = 33 Value_Change = -7.4 Unemployment_Change = -46.8 Observation = 32 Value_Change = -3 Unemployment_Change = -46 Observation = 31 Value_Change = 7.2 Unemployment_Change = -47.2 Observation = 30 Value_Change = -5.6 Unemployment_Change = -57.2 Observation = 29 Value_Change = 6 Unemployment_Change = -55.6 Observation = 28 Value_Change = 88.8 Unemployment_Change = -52.4 Observation = 27 Value_Change = 2.6 Unemployment_Change = -49.4 Observation = 26 Value_Change = -3.6 Unemployment_Change = -45.8 Observation = 25 Value_Change = 26.6 Unemployment_Change = -51.6 Observation = 24 Value_Change = -13 Unemployment_Change = -56 Observation = 23 Value_Change = 23 Unemployment_Change = -58.2 Observation = 22 Value_Change = -35.2 Unemployment_Change = -52.2 Observation = 21 Value_Change = -37.8 Unemployment_Change = -55.4 Observation = 20 Value_Change = 19 Unemployment_Change = -51.2 Observation = 19 Value_Change = 18.2 Unemployment_Change = -59.4 Observation = 18 Value_Change = -17.8 Unemployment_Change = -55.6 Observation = 17 Value_Change = 99 Unemployment_Change = -50.6 Observation = 16 Value_Change = 5.4 Unemployment_Change = -45.6 Observation = 15 Value_Change = 19 Unemployment_Change = -62 Observation = 14 Value_Change = 10.2 Unemployment_Change = -54.4 Observation = 13 Value_Change = 55.2 Unemployment_Change = -57.2 Observation = 12 Value_Change = 35.6 Unemployment_Change = -52.8 Observation = 11 Value_Change = 2.8 Unemployment_Change = -50 Observation = 10 Value_Change = 19.4 Unemployment_Change = -54.4 Observation = 9 Value_Change = 5.4 Unemployment_Change = -48.2 Observation = 8 Value_Change = 2.4 Unemployment_Change = -52.8 Observation = 7 Value_Change = 6.2 Unemployment_Change = -59.4 Observation = 6 Value_Change = 74.8 Unemployment_Change = -60.6 Observation = 5 Value_Change = 9 Unemployment_Change = -53.2 Observation = 4 Value_Change = -23.4 Unemployment_Change = -52 Observation = 3 Value_Change = 21.6 Unemployment_Change = -62.6 Observation = 2 Value_Change = 7.2 Unemployment_Change = -50.6 Observation = 1
img9.png Value_Change = -23.4 Pop_Density_Change = 0.4 Observation = 93 Value_Change = 1 Pop_Density_Change = -1.4 Observation = 92 Value_Change = 29.2 Pop_Density_Change = 0.2 Observation = 91 Value_Change = -1.8 Pop_Density_Change = -0.6 Observation = 90 Value_Change = -6 Pop_Density_Change = -1 Observation = 89 Value_Change = -20.2 Pop_Density_Change = -5.2 Observation = 88 Value_Change = -5.8 Pop_Density_Change = 12.6 Observation = 87 Value_Change = 41.8 Pop_Density_Change = -1.8 Observation = 86 Value_Change = -1.2 Pop_Density_Change = 11.2 Observation = 85 Value_Change = -46.8 Pop_Density_Change = 1.4 Observation = 84 Value_Change = -45.8 Pop_Density_Change = 3 Observation = 83 Value_Change = 235.2 Pop_Density_Change = 1.6 Observation = 82 Value_Change = -3.4 Pop_Density_Change = -1.6 Observation = 81 Value_Change = 74.6 Pop_Density_Change = -2.2 Observation = 80 Value_Change = 4.8 Pop_Density_Change = 1.6 Observation = 79 Value_Change = -28.2 Pop_Density_Change = -2.6 Observation = 78 Value_Change = -15 Pop_Density_Change = -0.4 Observation = 77 Value_Change = 69.6 Pop_Density_Change = -1 Observation = 76 Value_Change = 58.2 Pop_Density_Change = 2.2 Observation = 75 Value_Change = 7.6 Pop_Density_Change = -2 Observation = 74 Value_Change = -4.6 Pop_Density_Change = -2.2 Observation = 73 Value_Change = -8.6 Pop_Density_Change = -3.4 Observation = 72 Value_Change = 10 Pop_Density_Change = 0.6 Observation = 71 Value_Change = -45.2 Pop_Density_Change = 1.4 Observation = 70 Value_Change = -4 Pop_Density_Change = 3.2 Observation = 69 Value_Change = -2.4 Pop_Density_Change = 0.6 Observation = 68 Value_Change = 26.8 Pop_Density_Change = 13.2 Observation = 67 Value_Change = -17 Pop_Density_Change = -2.2 Observation = 66 Value_Change = -20.2 Pop_Density_Change = -2.8 Observation = 65 Value_Change = 14.4 Pop_Density_Change = 4.4 Observation = 64 Value_Change = -0.2 Pop_Density_Change = 2.2 Observation = 63 Value_Change = -17.4 Pop_Density_Change = -6.4 Observation = 62 Value_Change = 2.6 Pop_Density_Change = -1.2 Observation = 61 Value_Change = -20 Pop_Density_Change = 7.8 Observation = 60 Value_Change = 10 Pop_Density_Change = -0.6 Observation = 59 Value_Change = 39.6 Pop_Density_Change = -2.2 Observation = 58 Value_Change = -7.4 Pop_Density_Change = 0.4 Observation = 57 Value_Change = -2.2 Pop_Density_Change = -4.4 Observation = 56 Value_Change = 78.4 Pop_Density_Change = 3.4 Observation = 55 Value_Change = 51.6 Pop_Density_Change = 2.4 Observation = 54 Value_Change = 0.2 Pop_Density_Change = 4.6 Observation = 53 Value_Change = -1.4 Pop_Density_Change = -4.2 Observation = 52 Value_Change = 5.4 Pop_Density_Change = 2.2 Observation = 51 Value_Change = 19 Pop_Density_Change = -4.6 Observation = 50 Value_Change = -6.2 Pop_Density_Change = 12.6 Observation = 49 Value_Change = 17.4 Pop_Density_Change = 6.4 Observation = 48 Value_Change = -22.6 Pop_Density_Change = 8 Observation = 47 Value_Change = -13.4 Pop_Density_Change = -7.4 Observation = 46 Value_Change = 4.4 Pop_Density_Change = 7.2 Observation = 45 Value_Change = -10 Pop_Density_Change = -2.8 Observation = 44 Value_Change = 11.4 Pop_Density_Change = 7.2 Observation = 43 Value_Change = 29 Pop_Density_Change = 4 Observation = 42 Value_Change = 8.4 Pop_Density_Change = 8.2 Observation = 41 Value_Change = 9.8 Pop_Density_Change = -4.6 Observation = 40 Value_Change = 11.6 Pop_Density_Change = 5.8 Observation = 39 Value_Change = 4.2 Pop_Density_Change = 3.2 Observation = 38 Value_Change = 21.6 Pop_Density_Change = -2 Observation = 37 Value_Change = 16.4 Pop_Density_Change = -3.2 Observation = 36 Value_Change = 0.4 Pop_Density_Change = 5.8 Observation = 35 Value_Change = 2.2 Pop_Density_Change = 7.6 Observation = 34 Value_Change = -15.2 Pop_Density_Change = 5 Observation = 33 Value_Change = -7.4 Pop_Density_Change = -5.2 Observation = 32 Value_Change = -3 Pop_Density_Change = 10.4 Observation = 31 Value_Change = 7.2 Pop_Density_Change = -1 Observation = 30 Value_Change = -5.6 Pop_Density_Change = 2.6 Observation = 29 Value_Change = 6 Pop_Density_Change = 1.4 Observation = 28 Value_Change = 88.8 Pop_Density_Change = 5 Observation = 27 Value_Change = 2.6 Pop_Density_Change = 9.6 Observation = 26 Value_Change = -3.6 Pop_Density_Change = 0.4 Observation = 25 Value_Change = 26.6 Pop_Density_Change = -2.4 Observation = 24 Value_Change = -13 Pop_Density_Change = -2.6 Observation = 23 Value_Change = 23 Pop_Density_Change = 0 Observation = 22 Value_Change = -35.2 Pop_Density_Change = -4.4 Observation = 21 Value_Change = -37.8 Pop_Density_Change = 3.6 Observation = 20 Value_Change = 19 Pop_Density_Change = 10.4 Observation = 19 Value_Change = 18.2 Pop_Density_Change = 2 Observation = 18 Value_Change = -17.8 Pop_Density_Change = -1.8 Observation = 17 Value_Change = 99 Pop_Density_Change = 1.8 Observation = 16 Value_Change = 5.4 Pop_Density_Change = 5.6 Observation = 15 Value_Change = 19 Pop_Density_Change = -0.2 Observation = 14 Value_Change = 10.2 Pop_Density_Change = 12.2 Observation = 13 Value_Change = 55.2 Pop_Density_Change = 0.2 Observation = 12 Value_Change = 35.6 Pop_Density_Change = 5.6 Observation = 11 Value_Change = 2.8 Pop_Density_Change = 16.8 Observation = 10 Value_Change = 19.4 Pop_Density_Change = -4 Observation = 9 Value_Change = 5.4 Pop_Density_Change = -6 Observation = 8 Value_Change = 2.4 Pop_Density_Change = -0.8 Observation = 7 Value_Change = 6.2 Pop_Density_Change = -0.4 Observation = 6 Value_Change = 74.8 Pop_Density_Change = -0.4 Observation = 5 Value_Change = 9 Pop_Density_Change = -5.4 Observation = 4 Value_Change = -23.4 Pop_Density_Change = 0.8 Observation = 3 Value_Change = 21.6 Pop_Density_Change = 0.6 Observation = 2 Value_Change = 7.2 Pop_Density_Change = 6.6 Observation = 1
img10.png Value_Change = -23.4 CLDD_Change = -6.4 Observation = 93 Value_Change = 1 CLDD_Change = -10.6 Observation = 92 Value_Change = 29.2 CLDD_Change = 21 Observation = 91 Value_Change = -1.8 CLDD_Change = -19 Observation = 90 Value_Change = -6 CLDD_Change = 8.4 Observation = 89 Value_Change = -20.2 CLDD_Change = 7.2 Observation = 88 Value_Change = -5.8 CLDD_Change = -4.4 Observation = 87 Value_Change = 41.8 CLDD_Change = 13.2 Observation = 86 Value_Change = -1.2 CLDD_Change = 4.8 Observation = 85 Value_Change = -46.8 CLDD_Change = 34 Observation = 84 Value_Change = -45.8 CLDD_Change = -7 Observation = 83 Value_Change = 235.2 CLDD_Change = -2.6 Observation = 82 Value_Change = -3.4 CLDD_Change = -9 Observation = 81 Value_Change = 74.6 CLDD_Change = -11.6 Observation = 80 Value_Change = 4.8 CLDD_Change = 0 Observation = 79 Value_Change = -28.2 CLDD_Change = -15.4 Observation = 78 Value_Change = -15 CLDD_Change = 8.6 Observation = 77 Value_Change = 69.6 CLDD_Change = -3.4 Observation = 76 Value_Change = 58.2 CLDD_Change = -0.8 Observation = 75 Value_Change = 7.6 CLDD_Change = -0.2 Observation = 74 Value_Change = -4.6 CLDD_Change = -18.8 Observation = 73 Value_Change = -8.6 CLDD_Change = 6 Observation = 72 Value_Change = 10 CLDD_Change = -11 Observation = 71 Value_Change = -45.2 CLDD_Change = 0.8 Observation = 70 Value_Change = -4 CLDD_Change = 10.6 Observation = 69 Value_Change = -2.4 CLDD_Change = 24 Observation = 68 Value_Change = 26.8 CLDD_Change = 7.4 Observation = 67 Value_Change = -17 CLDD_Change = -11.8 Observation = 66 Value_Change = -20.2 CLDD_Change = 17.6 Observation = 65 Value_Change = 14.4 CLDD_Change = 6.4 Observation = 64 Value_Change = -0.2 CLDD_Change = 7.2 Observation = 63 Value_Change = -17.4 CLDD_Change = 9.8 Observation = 62 Value_Change = 2.6 CLDD_Change = -5.4 Observation = 61 Value_Change = -20 CLDD_Change = 0 Observation = 60 Value_Change = 10 CLDD_Change = 17 Observation = 59 Value_Change = 39.6 CLDD_Change = 4.2 Observation = 58 Value_Change = -7.4 CLDD_Change = -9.6 Observation = 57 Value_Change = -2.2 CLDD_Change = 8.8 Observation = 56 Value_Change = 78.4 CLDD_Change = 24.2 Observation = 55 Value_Change = 51.6 CLDD_Change = 3 Observation = 54 Value_Change = 0.2 CLDD_Change = 8.6 Observation = 53 Value_Change = -1.4 CLDD_Change = 9 Observation = 52 Value_Change = 5.4 CLDD_Change = 10.2 Observation = 51 Value_Change = 19 CLDD_Change = 0 Observation = 50 Value_Change = -6.2 CLDD_Change = 19.8 Observation = 49 Value_Change = 17.4 CLDD_Change = -5 Observation = 48 Value_Change = -22.6 CLDD_Change = 3.8 Observation = 47 Value_Change = -13.4 CLDD_Change = 18.2 Observation = 46 Value_Change = 4.4 CLDD_Change = 0 Observation = 45 Value_Change = -10 CLDD_Change = 3 Observation = 44 Value_Change = 11.4 CLDD_Change = -4.4 Observation = 43 Value_Change = 29 CLDD_Change = -16.2 Observation = 42 Value_Change = 8.4 CLDD_Change = 19.8 Observation = 41 Value_Change = 9.8 CLDD_Change = 18.2 Observation = 40 Value_Change = 11.6 CLDD_Change = -0.6 Observation = 39 Value_Change = 4.2 CLDD_Change = 3.8 Observation = 38 Value_Change = 21.6 CLDD_Change = -26 Observation = 37 Value_Change = 16.4 CLDD_Change = 0 Observation = 36 Value_Change = 0.4 CLDD_Change = 4.4 Observation = 35 Value_Change = 2.2 CLDD_Change = 0 Observation = 34 Value_Change = -15.2 CLDD_Change = -5 Observation = 33 Value_Change = -7.4 CLDD_Change = 5 Observation = 32 Value_Change = -3 CLDD_Change = -0.8 Observation = 31 Value_Change = 7.2 CLDD_Change = 46.2 Observation = 30 Value_Change = -5.6 CLDD_Change = -21.8 Observation = 29 Value_Change = 6 CLDD_Change = -4.2 Observation = 28 Value_Change = 88.8 CLDD_Change = -2 Observation = 27 Value_Change = 2.6 CLDD_Change = 0 Observation = 26 Value_Change = -3.6 CLDD_Change = 13.6 Observation = 25 Value_Change = 26.6 CLDD_Change = 5 Observation = 24 Value_Change = -13 CLDD_Change = 3.8 Observation = 23 Value_Change = 23 CLDD_Change = 5.2 Observation = 22 Value_Change = -35.2 CLDD_Change = 9.2 Observation = 21 Value_Change = -37.8 CLDD_Change = -25.6 Observation = 20 Value_Change = 19 CLDD_Change = 0 Observation = 19 Value_Change = 18.2 CLDD_Change = 2.4 Observation = 18 Value_Change = -17.8 CLDD_Change = -0.8 Observation = 17 Value_Change = 99 CLDD_Change = 20.2 Observation = 16 Value_Change = 5.4 CLDD_Change = 22 Observation = 15 Value_Change = 19 CLDD_Change = -0.2 Observation = 14 Value_Change = 10.2 CLDD_Change = 6.2 Observation = 13 Value_Change = 55.2 CLDD_Change = -11 Observation = 12 Value_Change = 35.6 CLDD_Change = 86.2 Observation = 11 Value_Change = 2.8 CLDD_Change = 2.6 Observation = 10 Value_Change = 19.4 CLDD_Change = 3.6 Observation = 9 Value_Change = 5.4 CLDD_Change = 17.2 Observation = 8 Value_Change = 2.4 CLDD_Change = -7.8 Observation = 7 Value_Change = 6.2 CLDD_Change = -19.6 Observation = 6 Value_Change = 74.8 CLDD_Change = -17 Observation = 5 Value_Change = 9 CLDD_Change = -13.6 Observation = 4 Value_Change = -23.4 CLDD_Change = 0 Observation = 3 Value_Change = 21.6 CLDD_Change = -10.6 Observation = 2 Value_Change = 7.2 CLDD_Change = 10 Observation = 1
img11.png Value_Change = -23.4 HTDD_Change = -3.8 Observation = 93 Value_Change = 1 HTDD_Change = -2.4 Observation = 92 Value_Change = 29.2 HTDD_Change = -2.6 Observation = 91 Value_Change = -1.8 HTDD_Change = -5.8 Observation = 90 Value_Change = -6 HTDD_Change = -0.8 Observation = 89 Value_Change = -20.2 HTDD_Change = 3 Observation = 88 Value_Change = -5.8 HTDD_Change = 1.2 Observation = 87 Value_Change = 41.8 HTDD_Change = -3 Observation = 86 Value_Change = -1.2 HTDD_Change = -6.2 Observation = 85 Value_Change = -46.8 HTDD_Change = -1.4 Observation = 84 Value_Change = -45.8 HTDD_Change = -8.2 Observation = 83 Value_Change = 235.2 HTDD_Change = 3.6 Observation = 82 Value_Change = -3.4 HTDD_Change = -3.4 Observation = 81 Value_Change = 74.6 HTDD_Change = 10 Observation = 80 Value_Change = 4.8 HTDD_Change = 1.8 Observation = 79 Value_Change = -28.2 HTDD_Change = -3.6 Observation = 78 Value_Change = -15 HTDD_Change = -10.4 Observation = 77 Value_Change = 69.6 HTDD_Change = -4.8 Observation = 76 Value_Change = 58.2 HTDD_Change = -1.8 Observation = 75 Value_Change = 7.6 HTDD_Change = -5.2 Observation = 74 Value_Change = -4.6 HTDD_Change = 24.8 Observation = 73 Value_Change = -8.6 HTDD_Change = 0.2 Observation = 72 Value_Change = 10 HTDD_Change = 6 Observation = 71 Value_Change = -45.2 HTDD_Change = -19.6 Observation = 70 Value_Change = -4 HTDD_Change = 0.2 Observation = 69 Value_Change = -2.4 HTDD_Change = 12.8 Observation = 68 Value_Change = 26.8 HTDD_Change = 1 Observation = 67 Value_Change = -17 HTDD_Change = 11.4 Observation = 66 Value_Change = -20.2 HTDD_Change = -2.4 Observation = 65 Value_Change = 14.4 HTDD_Change = -3.8 Observation = 64 Value_Change = -0.2 HTDD_Change = 0 Observation = 63 Value_Change = -17.4 HTDD_Change = -2.6 Observation = 62 Value_Change = 2.6 HTDD_Change = 11.2 Observation = 61 Value_Change = -20 HTDD_Change = 0 Observation = 60 Value_Change = 10 HTDD_Change = -9.2 Observation = 59 Value_Change = 39.6 HTDD_Change = 51.4 Observation = 58 Value_Change = -7.4 HTDD_Change = 2.2 Observation = 57 Value_Change = -2.2 HTDD_Change = 4.6 Observation = 56 Value_Change = 78.4 HTDD_Change = -10.8 Observation = 55 Value_Change = 51.6 HTDD_Change = -5.2 Observation = 54 Value_Change = 0.2 HTDD_Change = -3.4 Observation = 53 Value_Change = -1.4 HTDD_Change = 17 Observation = 52 Value_Change = 5.4 HTDD_Change = -5 Observation = 51 Value_Change = 19 HTDD_Change = 0 Observation = 50 Value_Change = -6.2 HTDD_Change = -4.8 Observation = 49 Value_Change = 17.4 HTDD_Change = -4 Observation = 48 Value_Change = -22.6 HTDD_Change = -4.2 Observation = 47 Value_Change = -13.4 HTDD_Change = 13.6 Observation = 46 Value_Change = 4.4 HTDD_Change = 4.6 Observation = 45 Value_Change = -10 HTDD_Change = 1.8 Observation = 44 Value_Change = 11.4 HTDD_Change = -1.6 Observation = 43 Value_Change = 29 HTDD_Change = 4 Observation = 42 Value_Change = 8.4 HTDD_Change = -2.8 Observation = 41 Value_Change = 9.8 HTDD_Change = -12.6 Observation = 40 Value_Change = 11.6 HTDD_Change = -6.8 Observation = 39 Value_Change = 4.2 HTDD_Change = -5.8 Observation = 38 Value_Change = 21.6 HTDD_Change = -3.4 Observation = 37 Value_Change = 16.4 HTDD_Change = 0 Observation = 36 Value_Change = 0.4 HTDD_Change = -8.6 Observation = 35 Value_Change = 2.2 HTDD_Change = 0 Observation = 34 Value_Change = -15.2 HTDD_Change = -2.6 Observation = 33 Value_Change = -7.4 HTDD_Change = 12.4 Observation = 32 Value_Change = -3 HTDD_Change = -8 Observation = 31 Value_Change = 7.2 HTDD_Change = 0 Observation = 30 Value_Change = -5.6 HTDD_Change = 20.2 Observation = 29 Value_Change = 6 HTDD_Change = 4.4 Observation = 28 Value_Change = 88.8 HTDD_Change = 24.4 Observation = 27 Value_Change = 2.6 HTDD_Change = 0 Observation = 26 Value_Change = -3.6 HTDD_Change = 4.6 Observation = 25 Value_Change = 26.6 HTDD_Change = 0.8 Observation = 24 Value_Change = -13 HTDD_Change = -10.8 Observation = 23 Value_Change = 23 HTDD_Change = 6 Observation = 22 Value_Change = -35.2 HTDD_Change = 4.6 Observation = 21 Value_Change = -37.8 HTDD_Change = 5.2 Observation = 20 Value_Change = 19 HTDD_Change = 0.8 Observation = 19 Value_Change = 18.2 HTDD_Change = -8.4 Observation = 18 Value_Change = -17.8 HTDD_Change = -3 Observation = 17 Value_Change = 99 HTDD_Change = -7.8 Observation = 16 Value_Change = 5.4 HTDD_Change = -10.4 Observation = 15 Value_Change = 19 HTDD_Change = 1.8 Observation = 14 Value_Change = 10.2 HTDD_Change = -3.4 Observation = 13 Value_Change = 55.2 HTDD_Change = -5.8 Observation = 12 Value_Change = 35.6 HTDD_Change = -20.2 Observation = 11 Value_Change = 2.8 HTDD_Change = 0.6 Observation = 10 Value_Change = 19.4 HTDD_Change = 26.4 Observation = 9 Value_Change = 5.4 HTDD_Change = 2.4 Observation = 8 Value_Change = 2.4 HTDD_Change = 23.4 Observation = 7 Value_Change = 6.2 HTDD_Change = -8.4 Observation = 6 Value_Change = 74.8 HTDD_Change = -5.8 Observation = 5 Value_Change = 9 HTDD_Change = 13.2 Observation = 4 Value_Change = -23.4 HTDD_Change = 0 Observation = 3 Value_Change = 21.6 HTDD_Change = 5.8 Observation = 2 Value_Change = 7.2 HTDD_Change = -2 Observation = 1
img12.png Value_Change = -23.4 PRCP_Change = 10.8 Observation = 93 Value_Change = 1 PRCP_Change = 11.8 Observation = 92 Value_Change = 29.2 PRCP_Change = 4.6 Observation = 91 Value_Change = -1.8 PRCP_Change = 21.8 Observation = 90 Value_Change = -6 PRCP_Change = 4.8 Observation = 89 Value_Change = -20.2 PRCP_Change = 9.2 Observation = 88 Value_Change = -5.8 PRCP_Change = 9.2 Observation = 87 Value_Change = 41.8 PRCP_Change = -2.8 Observation = 86 Value_Change = -1.2 PRCP_Change = 30.6 Observation = 85 Value_Change = -46.8 PRCP_Change = -7.6 Observation = 84 Value_Change = -45.8 PRCP_Change = 12.8 Observation = 83 Value_Change = 235.2 PRCP_Change = 16.4 Observation = 82 Value_Change = -3.4 PRCP_Change = 1.6 Observation = 81 Value_Change = 74.6 PRCP_Change = 6 Observation = 80 Value_Change = 4.8 PRCP_Change = 25.2 Observation = 79 Value_Change = -28.2 PRCP_Change = 1.2 Observation = 78 Value_Change = -15 PRCP_Change = 4.2 Observation = 77 Value_Change = 69.6 PRCP_Change = 29.8 Observation = 76 Value_Change = 58.2 PRCP_Change = 39.2 Observation = 75 Value_Change = 7.6 PRCP_Change = 27 Observation = 74 Value_Change = -4.6 PRCP_Change = 4.8 Observation = 73 Value_Change = -8.6 PRCP_Change = -15.8 Observation = 72 Value_Change = 10 PRCP_Change = 13.2 Observation = 71 Value_Change = -45.2 PRCP_Change = 28.8 Observation = 70 Value_Change = -4 PRCP_Change = -20.6 Observation = 69 Value_Change = -2.4 PRCP_Change = 15.2 Observation = 68 Value_Change = 26.8 PRCP_Change = 20.8 Observation = 67 Value_Change = -17 PRCP_Change = -6.6 Observation = 66 Value_Change = -20.2 PRCP_Change = -9.2 Observation = 65 Value_Change = 14.4 PRCP_Change = 2 Observation = 64 Value_Change = -0.2 PRCP_Change = 20.4 Observation = 63 Value_Change = -17.4 PRCP_Change = -19.6 Observation = 62 Value_Change = 2.6 PRCP_Change = 15.6 Observation = 61 Value_Change = -20 PRCP_Change = -14.6 Observation = 60 Value_Change = 10 PRCP_Change = 15.2 Observation = 59 Value_Change = 39.6 PRCP_Change = 13.4 Observation = 58 Value_Change = -7.4 PRCP_Change = 34.4 Observation = 57 Value_Change = -2.2 PRCP_Change = 2.2 Observation = 56 Value_Change = 78.4 PRCP_Change = 26.4 Observation = 55 Value_Change = 51.6 PRCP_Change = 39 Observation = 54 Value_Change = 0.2 PRCP_Change = 15.8 Observation = 53 Value_Change = -1.4 PRCP_Change = -15.6 Observation = 52 Value_Change = 5.4 PRCP_Change = 3.8 Observation = 51 Value_Change = 19 PRCP_Change = -13.8 Observation = 50 Value_Change = -6.2 PRCP_Change = 15 Observation = 49 Value_Change = 17.4 PRCP_Change = -0.6 Observation = 48 Value_Change = -22.6 PRCP_Change = 24.4 Observation = 47 Value_Change = -13.4 PRCP_Change = -11.2 Observation = 46 Value_Change = 4.4 PRCP_Change = 2.4 Observation = 45 Value_Change = -10 PRCP_Change = 0.6 Observation = 44 Value_Change = 11.4 PRCP_Change = 31.8 Observation = 43 Value_Change = 29 PRCP_Change = 1 Observation = 42 Value_Change = 8.4 PRCP_Change = 10 Observation = 41 Value_Change = 9.8 PRCP_Change = -30.4 Observation = 40 Value_Change = 11.6 PRCP_Change = 10.8 Observation = 39 Value_Change = 4.2 PRCP_Change = -23.4 Observation = 38 Value_Change = 21.6 PRCP_Change = 15.6 Observation = 37 Value_Change = 16.4 PRCP_Change = 0 Observation = 36 Value_Change = 0.4 PRCP_Change = 19.8 Observation = 35 Value_Change = 2.2 PRCP_Change = 20.4 Observation = 34 Value_Change = -15.2 PRCP_Change = 20.6 Observation = 33 Value_Change = -7.4 PRCP_Change = 4.8 Observation = 32 Value_Change = -3 PRCP_Change = 1.6 Observation = 31 Value_Change = 7.2 PRCP_Change = 10.2 Observation = 30 Value_Change = -5.6 PRCP_Change = 23.4 Observation = 29 Value_Change = 6 PRCP_Change = 0 Observation = 28 Value_Change = 88.8 PRCP_Change = -18 Observation = 27 Value_Change = 2.6 PRCP_Change = 0 Observation = 26 Value_Change = -3.6 PRCP_Change = -3.8 Observation = 25 Value_Change = 26.6 PRCP_Change = -5.2 Observation = 24 Value_Change = -13 PRCP_Change = -8 Observation = 23 Value_Change = 23 PRCP_Change = 9.8 Observation = 22 Value_Change = -35.2 PRCP_Change = 2.2 Observation = 21 Value_Change = -37.8 PRCP_Change = 24.4 Observation = 20 Value_Change = 19 PRCP_Change = -17.8 Observation = 19 Value_Change = 18.2 PRCP_Change = 19.2 Observation = 18 Value_Change = -17.8 PRCP_Change = 22.8 Observation = 17 Value_Change = 99 PRCP_Change = 5.4 Observation = 16 Value_Change = 5.4 PRCP_Change = -19.2 Observation = 15 Value_Change = 19 PRCP_Change = 19.4 Observation = 14 Value_Change = 10.2 PRCP_Change = 30.4 Observation = 13 Value_Change = 55.2 PRCP_Change = 18.6 Observation = 12 Value_Change = 35.6 PRCP_Change = 5 Observation = 11 Value_Change = 2.8 PRCP_Change = 25.2 Observation = 10 Value_Change = 19.4 PRCP_Change = 13.6 Observation = 9 Value_Change = 5.4 PRCP_Change = 0.6 Observation = 8 Value_Change = 2.4 PRCP_Change = -2.2 Observation = 7 Value_Change = 6.2 PRCP_Change = 6.2 Observation = 6 Value_Change = 74.8 PRCP_Change = 45.6 Observation = 5 Value_Change = 9 PRCP_Change = 10.2 Observation = 4 Value_Change = -23.4 PRCP_Change = 19.4 Observation = 3 Value_Change = 21.6 PRCP_Change = 11 Observation = 2 Value_Change = 7.2 PRCP_Change = -11.8 Observation = 1
img13.png Value_Change = -23.4 TAVG_Change = -0.2 Observation = 93 Value_Change = 1 TAVG_Change = -2.4 Observation = 92 Value_Change = 29.2 TAVG_Change = 4.2 Observation = 91 Value_Change = -1.8 TAVG_Change = -5.2 Observation = 90 Value_Change = -6 TAVG_Change = 2.4 Observation = 89 Value_Change = -20.2 TAVG_Change = 0.4 Observation = 88 Value_Change = -5.8 TAVG_Change = -1.4 Observation = 87 Value_Change = 41.8 TAVG_Change = 2.4 Observation = 86 Value_Change = -1.2 TAVG_Change = 1.2 Observation = 85 Value_Change = -46.8 TAVG_Change = 7.2 Observation = 84 Value_Change = -45.8 TAVG_Change = -1.4 Observation = 83 Value_Change = 235.2 TAVG_Change = 0.4 Observation = 82 Value_Change = -3.4 TAVG_Change = -2 Observation = 81 Value_Change = 74.6 TAVG_Change = -4.6 Observation = 80 Value_Change = 4.8 TAVG_Change = 0 Observation = 79 Value_Change = -28.2 TAVG_Change = -8 Observation = 78 Value_Change = -15 TAVG_Change = 2.6 Observation = 77 Value_Change = 69.6 TAVG_Change = 0 Observation = 76 Value_Change = 58.2 TAVG_Change = -0.6 Observation = 75 Value_Change = 7.6 TAVG_Change = 0 Observation = 74 Value_Change = -4.6 TAVG_Change = 2.2 Observation = 73 Value_Change = -8.6 TAVG_Change = 1 Observation = 72 Value_Change = 10 TAVG_Change = -4.6 Observation = 71 Value_Change = -45.2 TAVG_Change = 1 Observation = 70 Value_Change = -4 TAVG_Change = 2.4 Observation = 69 Value_Change = -2.4 TAVG_Change = 8.8 Observation = 68 Value_Change = 26.8 TAVG_Change = 1.6 Observation = 67 Value_Change = -17 TAVG_Change = -4.2 Observation = 66 Value_Change = -20.2 TAVG_Change = 3.8 Observation = 65 Value_Change = 14.4 TAVG_Change = 1.4 Observation = 64 Value_Change = -0.2 TAVG_Change = 1.6 Observation = 63 Value_Change = -17.4 TAVG_Change = 3 Observation = 62 Value_Change = 2.6 TAVG_Change = -2.6 Observation = 61 Value_Change = -20 TAVG_Change = 0 Observation = 60 Value_Change = 10 TAVG_Change = 5.6 Observation = 59 Value_Change = 39.6 TAVG_Change = 2 Observation = 58 Value_Change = -7.4 TAVG_Change = -3.4 Observation = 57 Value_Change = -2.2 TAVG_Change = 1.6 Observation = 56 Value_Change = 78.4 TAVG_Change = 6.4 Observation = 55 Value_Change = 51.6 TAVG_Change = -0.6 Observation = 54 Value_Change = 0.2 TAVG_Change = 1.2 Observation = 53 Value_Change = -1.4 TAVG_Change = 2.2 Observation = 52 Value_Change = 5.4 TAVG_Change = 2.8 Observation = 51 Value_Change = 19 TAVG_Change = 0 Observation = 50 Value_Change = -6.2 TAVG_Change = 3.6 Observation = 49 Value_Change = 17.4 TAVG_Change = -1 Observation = 48 Value_Change = -22.6 TAVG_Change = 0.8 Observation = 47 Value_Change = -13.4 TAVG_Change = 2 Observation = 46 Value_Change = 4.4 TAVG_Change = 0 Observation = 45 Value_Change = -10 TAVG_Change = 1.8 Observation = 44 Value_Change = 11.4 TAVG_Change = -0.6 Observation = 43 Value_Change = 29 TAVG_Change = -4.6 Observation = 42 Value_Change = 8.4 TAVG_Change = 3.6 Observation = 41 Value_Change = 9.8 TAVG_Change = 6.2 Observation = 40 Value_Change = 11.6 TAVG_Change = 0.2 Observation = 39 Value_Change = 4.2 TAVG_Change = 2.4 Observation = 38 Value_Change = 21.6 TAVG_Change = -5.6 Observation = 37 Value_Change = 16.4 TAVG_Change = 0 Observation = 36 Value_Change = 0.4 TAVG_Change = 1.2 Observation = 35 Value_Change = 2.2 TAVG_Change = 0 Observation = 34 Value_Change = -15.2 TAVG_Change = 0 Observation = 33 Value_Change = -7.4 TAVG_Change = 0 Observation = 32 Value_Change = -3 TAVG_Change = 0.8 Observation = 31 Value_Change = 7.2 TAVG_Change = 11.6 Observation = 30 Value_Change = -5.6 TAVG_Change = -8.8 Observation = 29 Value_Change = 6 TAVG_Change = -1 Observation = 28 Value_Change = 88.8 TAVG_Change = -2.4 Observation = 27 Value_Change = 2.6 TAVG_Change = 0 Observation = 26 Value_Change = -3.6 TAVG_Change = 2.8 Observation = 25 Value_Change = 26.6 TAVG_Change = 1.6 Observation = 24 Value_Change = -13 TAVG_Change = 1.6 Observation = 23 Value_Change = 23 TAVG_Change = -1.2 Observation = 22 Value_Change = -35.2 TAVG_Change = 1.8 Observation = 21 Value_Change = -37.8 TAVG_Change = -6.8 Observation = 20 Value_Change = 19 TAVG_Change = 0 Observation = 19 Value_Change = 18.2 TAVG_Change = 1.6 Observation = 18 Value_Change = -17.8 TAVG_Change = 0.2 Observation = 17 Value_Change = 99 TAVG_Change = 5.2 Observation = 16 Value_Change = 5.4 TAVG_Change = 8 Observation = 15 Value_Change = 19 TAVG_Change = -1.2 Observation = 14 Value_Change = 10.2 TAVG_Change = 2 Observation = 13 Value_Change = 55.2 TAVG_Change = -2.6 Observation = 12 Value_Change = 35.6 TAVG_Change = 15.4 Observation = 11 Value_Change = 2.8 TAVG_Change = 0.2 Observation = 10 Value_Change = 19.4 TAVG_Change = 0.8 Observation = 9 Value_Change = 5.4 TAVG_Change = 4 Observation = 8 Value_Change = 2.4 TAVG_Change = -3.2 Observation = 7 Value_Change = 6.2 TAVG_Change = -1.6 Observation = 6 Value_Change = 74.8 TAVG_Change = 2 Observation = 5 Value_Change = 9 TAVG_Change = -6.2 Observation = 4 Value_Change = -23.4 TAVG_Change = 0 Observation = 3 Value_Change = 21.6 TAVG_Change = -3.6 Observation = 2 Value_Change = 7.2 TAVG_Change = 2.2 Observation = 1
img14.png Value_Change = -23.4 TMIN_Change = 3.6 Observation = 93 Value_Change = 1 TMIN_Change = -1 Observation = 92 Value_Change = 29.2 TMIN_Change = 13.8 Observation = 91 Value_Change = -1.8 TMIN_Change = -0.8 Observation = 90 Value_Change = -6 TMIN_Change = 4.2 Observation = 89 Value_Change = -20.2 TMIN_Change = -1.4 Observation = 88 Value_Change = -5.8 TMIN_Change = -1.6 Observation = 87 Value_Change = 41.8 TMIN_Change = -0.4 Observation = 86 Value_Change = -1.2 TMIN_Change = -1.2 Observation = 85 Value_Change = -46.8 TMIN_Change = 11 Observation = 84 Value_Change = -45.8 TMIN_Change = 8.6 Observation = 83 Value_Change = 235.2 TMIN_Change = 4.2 Observation = 82 Value_Change = -3.4 TMIN_Change = 3.6 Observation = 81 Value_Change = 74.6 TMIN_Change = -4 Observation = 80 Value_Change = 4.8 TMIN_Change = 0 Observation = 79 Value_Change = -28.2 TMIN_Change = -10.4 Observation = 78 Value_Change = -15 TMIN_Change = 3 Observation = 77 Value_Change = 69.6 TMIN_Change = 6.8 Observation = 76 Value_Change = 58.2 TMIN_Change = 0.6 Observation = 75 Value_Change = 7.6 TMIN_Change = 1.6 Observation = 74 Value_Change = -4.6 TMIN_Change = 2.4 Observation = 73 Value_Change = -8.6 TMIN_Change = 4.6 Observation = 72 Value_Change = 10 TMIN_Change = -10 Observation = 71 Value_Change = -45.2 TMIN_Change = 8.6 Observation = 70 Value_Change = -4 TMIN_Change = 4.4 Observation = 69 Value_Change = -2.4 TMIN_Change = 28.6 Observation = 68 Value_Change = 26.8 TMIN_Change = 3.4 Observation = 67 Value_Change = -17 TMIN_Change = -7 Observation = 66 Value_Change = -20.2 TMIN_Change = 7 Observation = 65 Value_Change = 14.4 TMIN_Change = 2.4 Observation = 64 Value_Change = -0.2 TMIN_Change = 0.4 Observation = 63 Value_Change = -17.4 TMIN_Change = 5.6 Observation = 62 Value_Change = 2.6 TMIN_Change = -0.4 Observation = 61 Value_Change = -20 TMIN_Change = 0 Observation = 60 Value_Change = 10 TMIN_Change = 8 Observation = 59 Value_Change = 39.6 TMIN_Change = 23 Observation = 58 Value_Change = -7.4 TMIN_Change = -4 Observation = 57 Value_Change = -2.2 TMIN_Change = 4.8 Observation = 56 Value_Change = 78.4 TMIN_Change = 27.4 Observation = 55 Value_Change = 51.6 TMIN_Change = -3.4 Observation = 54 Value_Change = 0.2 TMIN_Change = 4.2 Observation = 53 Value_Change = -1.4 TMIN_Change = 0.4 Observation = 52 Value_Change = 5.4 TMIN_Change = 6 Observation = 51 Value_Change = 19 TMIN_Change = 0 Observation = 50 Value_Change = -6.2 TMIN_Change = 8.8 Observation = 49 Value_Change = 17.4 TMIN_Change = -1 Observation = 48 Value_Change = -22.6 TMIN_Change = 7.2 Observation = 47 Value_Change = -13.4 TMIN_Change = -2.2 Observation = 46 Value_Change = 4.4 TMIN_Change = 0 Observation = 45 Value_Change = -10 TMIN_Change = 0.2 Observation = 44 Value_Change = 11.4 TMIN_Change = 2.8 Observation = 43 Value_Change = 29 TMIN_Change = -9 Observation = 42 Value_Change = 8.4 TMIN_Change = 2 Observation = 41 Value_Change = 9.8 TMIN_Change = 12.4 Observation = 40 Value_Change = 11.6 TMIN_Change = 1.4 Observation = 39 Value_Change = 4.2 TMIN_Change = -2 Observation = 38 Value_Change = 21.6 TMIN_Change = -1.4 Observation = 37 Value_Change = 16.4 TMIN_Change = 0 Observation = 36 Value_Change = 0.4 TMIN_Change = -0.4 Observation = 35 Value_Change = 2.2 TMIN_Change = 0 Observation = 34 Value_Change = -15.2 TMIN_Change = 1 Observation = 33 Value_Change = -7.4 TMIN_Change = -0.2 Observation = 32 Value_Change = -3 TMIN_Change = 1.4 Observation = 31 Value_Change = 7.2 TMIN_Change = 15.2 Observation = 30 Value_Change = -5.6 TMIN_Change = -22.2 Observation = 29 Value_Change = 6 TMIN_Change = -0.4 Observation = 28 Value_Change = 88.8 TMIN_Change = -3.6 Observation = 27 Value_Change = 2.6 TMIN_Change = 0 Observation = 26 Value_Change = -3.6 TMIN_Change = 4.2 Observation = 25 Value_Change = 26.6 TMIN_Change = 4.6 Observation = 24 Value_Change = -13 TMIN_Change = 5.4 Observation = 23 Value_Change = 23 TMIN_Change = -8.8 Observation = 22 Value_Change = -35.2 TMIN_Change = 2.6 Observation = 21 Value_Change = -37.8 TMIN_Change = -17.2 Observation = 20 Value_Change = 19 TMIN_Change = 0 Observation = 19 Value_Change = 18.2 TMIN_Change = 4.2 Observation = 18 Value_Change = -17.8 TMIN_Change = -0.6 Observation = 17 Value_Change = 99 TMIN_Change = 15 Observation = 16 Value_Change = 5.4 TMIN_Change = 16.6 Observation = 15 Value_Change = 19 TMIN_Change = 2 Observation = 14 Value_Change = 10.2 TMIN_Change = 9 Observation = 13 Value_Change = 55.2 TMIN_Change = 0.6 Observation = 12 Value_Change = 35.6 TMIN_Change = 31.8 Observation = 11 Value_Change = 2.8 TMIN_Change = 5.2 Observation = 10 Value_Change = 19.4 TMIN_Change = 6.6 Observation = 9 Value_Change = 5.4 TMIN_Change = 10.4 Observation = 8 Value_Change = 2.4 TMIN_Change = -2.6 Observation = 7 Value_Change = 6.2 TMIN_Change = 6.2 Observation = 6 Value_Change = 74.8 TMIN_Change = 4 Observation = 5 Value_Change = 9 TMIN_Change = -10.2 Observation = 4 Value_Change = -23.4 TMIN_Change = 0 Observation = 3 Value_Change = 21.6 TMIN_Change = -10 Observation = 2 Value_Change = 7.2 TMIN_Change = 1 Observation = 1
img15.png Value_Change = -23.4 TMAX_Change = -1.4 Observation = 93 Value_Change = 1 TMAX_Change = -3 Observation = 92 Value_Change = 29.2 TMAX_Change = 0 Observation = 91 Value_Change = -1.8 TMAX_Change = -7 Observation = 90 Value_Change = -6 TMAX_Change = 1.4 Observation = 89 Value_Change = -20.2 TMAX_Change = 1.2 Observation = 88 Value_Change = -5.8 TMAX_Change = -1 Observation = 87 Value_Change = 41.8 TMAX_Change = 3.6 Observation = 86 Value_Change = -1.2 TMAX_Change = 2.4 Observation = 85 Value_Change = -46.8 TMAX_Change = 5.4 Observation = 84 Value_Change = -45.8 TMAX_Change = -4.6 Observation = 83 Value_Change = 235.2 TMAX_Change = -1 Observation = 82 Value_Change = -3.4 TMAX_Change = -3.6 Observation = 81 Value_Change = 74.6 TMAX_Change = -5.2 Observation = 80 Value_Change = 4.8 TMAX_Change = 0 Observation = 79 Value_Change = -28.2 TMAX_Change = 4 Observation = 78 Value_Change = -15 TMAX_Change = 2.2 Observation = 77 Value_Change = 69.6 TMAX_Change = -2.4 Observation = 76 Value_Change = 58.2 TMAX_Change = -1 Observation = 75 Value_Change = 7.6 TMAX_Change = -0.8 Observation = 74 Value_Change = -4.6 TMAX_Change = 3 Observation = 73 Value_Change = -8.6 TMAX_Change = -0.6 Observation = 72 Value_Change = 10 TMAX_Change = -2 Observation = 71 Value_Change = -45.2 TMAX_Change = -2.2 Observation = 70 Value_Change = -4 TMAX_Change = 1.2 Observation = 69 Value_Change = -2.4 TMAX_Change = 2.2 Observation = 68 Value_Change = 26.8 TMAX_Change = 0.6 Observation = 67 Value_Change = -17 TMAX_Change = -2.8 Observation = 66 Value_Change = -20.2 TMAX_Change = 2 Observation = 65 Value_Change = 14.4 TMAX_Change = 1 Observation = 64 Value_Change = -0.2 TMAX_Change = 2.2 Observation = 63 Value_Change = -17.4 TMAX_Change = 2 Observation = 62 Value_Change = 2.6 TMAX_Change = -3.4 Observation = 61 Value_Change = -20 TMAX_Change = 0 Observation = 60 Value_Change = 10 TMAX_Change = 4.2 Observation = 59 Value_Change = 39.6 TMAX_Change = -3.6 Observation = 58 Value_Change = -7.4 TMAX_Change = -3.2 Observation = 57 Value_Change = -2.2 TMAX_Change = 0 Observation = 56 Value_Change = 78.4 TMAX_Change = 0.4 Observation = 55 Value_Change = 51.6 TMAX_Change = 0.4 Observation = 54 Value_Change = 0.2 TMAX_Change = 0.2 Observation = 53 Value_Change = -1.4 TMAX_Change = 3.2 Observation = 52 Value_Change = 5.4 TMAX_Change = 1.6 Observation = 51 Value_Change = 19 TMAX_Change = 0 Observation = 50 Value_Change = -6.2 TMAX_Change = 1.4 Observation = 49 Value_Change = 17.4 TMAX_Change = -0.8 Observation = 48 Value_Change = -22.6 TMAX_Change = -1.4 Observation = 47 Value_Change = -13.4 TMAX_Change = 4.2 Observation = 46 Value_Change = 4.4 TMAX_Change = 0 Observation = 45 Value_Change = -10 TMAX_Change = 2.4 Observation = 44 Value_Change = 11.4 TMAX_Change = -2 Observation = 43 Value_Change = 29 TMAX_Change = -3 Observation = 42 Value_Change = 8.4 TMAX_Change = 4.4 Observation = 41 Value_Change = 9.8 TMAX_Change = 0.6 Observation = 40 Value_Change = 11.6 TMAX_Change = 1.4 Observation = 39 Value_Change = 4.2 TMAX_Change = 5 Observation = 38 Value_Change = 21.6 TMAX_Change = -7 Observation = 37 Value_Change = 16.4 TMAX_Change = 0 Observation = 36 Value_Change = 0.4 TMAX_Change = 1.8 Observation = 35 Value_Change = 2.2 TMAX_Change = 0 Observation = 34 Value_Change = -15.2 TMAX_Change = -0.6 Observation = 33 Value_Change = -7.4 TMAX_Change = 0 Observation = 32 Value_Change = -3 TMAX_Change = 1 Observation = 31 Value_Change = 7.2 TMAX_Change = 10.2 Observation = 30 Value_Change = -5.6 TMAX_Change = -3 Observation = 29 Value_Change = 6 TMAX_Change = -1.2 Observation = 28 Value_Change = 88.8 TMAX_Change = -1.6 Observation = 27 Value_Change = 2.6 TMAX_Change = 0 Observation = 26 Value_Change = -3.6 TMAX_Change = 2.2 Observation = 25 Value_Change = 26.6 TMAX_Change = 0 Observation = 24 Value_Change = -13 TMAX_Change = -0.4 Observation = 23 Value_Change = 23 TMAX_Change = 1.8 Observation = 22 Value_Change = -35.2 TMAX_Change = 1.6 Observation = 21 Value_Change = -37.8 TMAX_Change = -2.4 Observation = 20 Value_Change = 19 TMAX_Change = 0 Observation = 19 Value_Change = 18.2 TMAX_Change = 0.4 Observation = 18 Value_Change = -17.8 TMAX_Change = 0.6 Observation = 17 Value_Change = 99 TMAX_Change = 0 Observation = 16 Value_Change = 5.4 TMAX_Change = 3.8 Observation = 15 Value_Change = 19 TMAX_Change = -2.4 Observation = 14 Value_Change = 10.2 TMAX_Change = -0.8 Observation = 13 Value_Change = 55.2 TMAX_Change = -4 Observation = 12 Value_Change = 35.6 TMAX_Change = 9.6 Observation = 11 Value_Change = 2.8 TMAX_Change = -2.6 Observation = 10 Value_Change = 19.4 TMAX_Change = -1.4 Observation = 9 Value_Change = 5.4 TMAX_Change = 1.2 Observation = 8 Value_Change = 2.4 TMAX_Change = -3.4 Observation = 7 Value_Change = 6.2 TMAX_Change = -4.2 Observation = 6 Value_Change = 74.8 TMAX_Change = 1.4 Observation = 5 Value_Change = 9 TMAX_Change = -3.8 Observation = 4 Value_Change = -23.4 TMAX_Change = 0 Observation = 3 Value_Change = 21.6 TMAX_Change = -0.4 Observation = 2 Value_Change = 7.2 TMAX_Change = 2.8 Observation = 1

Created:         Monday, May 11, 2020

CORRELATION MATRIX TO GET TOP PREDICTORS FOR SUPPLIES & REPAIRS

The CORR Procedure
9 Variables: Value_Change Unemployment_Change Pop_Density_Change CLDD_Change HTDD_Change PRCP_Change TAVG_Change TMIN_Change TMAX_Change
Pearson Correlation Coefficients, N = 93
Prob > |r| under H0: Rho=0
Value_Change
Value_Change
1.00000
 
Unemployment_Change
-0.32292
0.0016
PRCP_Change
0.15674
0.1335
Unemployment_Change
Unemployment_Change
1.00000
 
PRCP_Change
-0.40499
<.0001
TMAX_Change
0.36166
0.0004
Pop_Density_Change
Pop_Density_Change
1.00000
 
HTDD_Change
-0.25130
0.0151
PRCP_Change
0.23344
0.0243
CLDD_Change
CLDD_Change
1.00000
 
TAVG_Change
0.90479
<.0001
TMAX_Change
0.75057
<.0001
HTDD_Change
HTDD_Change
1.00000
 
TAVG_Change
-0.28961
0.0049
CLDD_Change
-0.25534
0.0135
PRCP_Change
PRCP_Change
1.00000
 
Unemployment_Change
-0.40499
<.0001
TMAX_Change
-0.28529
0.0056
TAVG_Change
TAVG_Change
1.00000
 
CLDD_Change
0.90479
<.0001
TMIN_Change
0.83713
<.0001
TMIN_Change
TMIN_Change
1.00000
 
TAVG_Change
0.83713
<.0001
CLDD_Change
0.71688
<.0001
TMAX_Change
TMAX_Change
1.00000
 
CLDD_Change
0.75057
<.0001
TAVG_Change
0.74210
<.0001

Created:         Monday, May 11, 2020

LINEAR REGRESSION MODEL WITH USING TOP PREDICTIVE VARIABLES FOR SUPPLIES & REPAIRS

The GLM Procedure
Number of Observations Read 93
Number of Observations Used 93

Created:         Monday, May 11, 2020


LINEAR REGRESSION MODEL WITH USING TOP PREDICTIVE VARIABLES FOR SUPPLIES & REPAIRS

The GLM Procedure

Dependent Variable: Value_Change   
Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 13151.7754 6575.8877 5.39 0.0062
Error 90 109826.9635 1220.2996    
Corrected Total 92 122978.7389      
R-Square Coeff Var Root MSE Value_Change Mean
0.106943 353.5092 34.93279 9.881720
Source DF Type I SS Mean Square F Value Pr > F
Pop_Density_Change 1 155.15893 155.15893 0.13 0.7222
Unemployment_Change 1 12996.61647 12996.61647 10.65 0.0016
Source DF Type III SS Mean Square F Value Pr > F
Pop_Density_Change 1 328.05893 328.05893 0.27 0.6054
Unemployment_Change 1 12996.61647 12996.61647 10.65 0.0016
Parameter Estimate Standard
Error		 t Value Pr > |t|
Intercept -100.0526781 33.77449202 -2.96 0.0039
Pop_Density_Change 0.3759765 0.72513352 0.52 0.6054
Unemployment_Change -2.0746845 0.63572626 -3.26 0.0016
img16.png

Created:         Monday, May 11, 2020

MAP SHOWING PERCENTAGE CHANGE IN VALUE OF CHEMICAL TOTALS BETWEEN 2012 AND 2017 ACROSS NORTH CAROLINA

img26.png

Created:         Monday, May 11, 2020

CORRELATION AND SCATTER PLOTS FOR CHEMICAL TOTALS

The CORR Procedure
1 With Variables: Value_Change
8 Variables: Unemployment_Change Pop_Density_Change CLDD_Change HTDD_Change PRCP_Change TAVG_Change TMIN_Change TMAX_Change
Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
Value_Change 91 -1.60440 36.06593 -146.00000 -69.40000 140.40000
Unemployment_Change 91 -52.40000 5.69499 -4768 -63.00000 -35.00000
Pop_Density_Change 91 1.55385 5.13698 141.40000 -7.40000 16.80000
CLDD_Change 91 2.64176 15.66279 240.40000 -28.20000 86.20000
HTDD_Change 91 0.87473 10.18664 79.60000 -20.20000 51.40000
PRCP_Change 91 7.70549 16.17464 701.20000 -30.40000 45.60000
TAVG_Change 91 0.61978 3.76192 56.40000 -8.80000 15.40000
TMIN_Change 91 2.44396 8.18968 222.40000 -22.20000 31.80000
TMAX_Change 91 0.08791 2.92274 8.00000 -7.00000 10.20000
Pearson Correlation Coefficients, N = 91
Prob > |r| under H0: Rho=0
Value_Change
CLDD_Change
-0.27812
0.0076
TMAX_Change
-0.25143
0.0162
TAVG_Change
-0.24716
0.0182
TMIN_Change
-0.19392
0.0655
Unemployment_Change
-0.11996
0.2574
PRCP_Change
-0.04910
0.6439
HTDD_Change
-0.04770
0.6535
Pop_Density_Change
-0.02913
0.7840

Created:         Monday, May 11, 2020


CORRELATION AND SCATTER PLOTS FOR CHEMICAL TOTALS

The CORR Procedure
img8.png Value_Change = 24.8 Unemployment_Change = -58 Observation = 91 Value_Change = -1 Unemployment_Change = -57.6 Observation = 90 Value_Change = 14.4 Unemployment_Change = -44.6 Observation = 89 Value_Change = -34.8 Unemployment_Change = -59.6 Observation = 88 Value_Change = -22.6 Unemployment_Change = -41.2 Observation = 87 Value_Change = -25.4 Unemployment_Change = -46 Observation = 86 Value_Change = -16.4 Unemployment_Change = -57.6 Observation = 85 Value_Change = 8.6 Unemployment_Change = -45.2 Observation = 84 Value_Change = 17 Unemployment_Change = -45 Observation = 83 Value_Change = 31 Unemployment_Change = -54 Observation = 82 Value_Change = -27.8 Unemployment_Change = -49.4 Observation = 81 Value_Change = -8.6 Unemployment_Change = -44.2 Observation = 80 Value_Change = -12.4 Unemployment_Change = -57.2 Observation = 79 Value_Change = 37.2 Unemployment_Change = -54.8 Observation = 78 Value_Change = -0.8 Unemployment_Change = -58.6 Observation = 77 Value_Change = -26.8 Unemployment_Change = -55.8 Observation = 76 Value_Change = 12 Unemployment_Change = -49.4 Observation = 75 Value_Change = -35.4 Unemployment_Change = -54.6 Observation = 74 Value_Change = 38.4 Unemployment_Change = -56.8 Observation = 73 Value_Change = 49.2 Unemployment_Change = -54.8 Observation = 72 Value_Change = -13 Unemployment_Change = -50.8 Observation = 71 Value_Change = -53.8 Unemployment_Change = -55.2 Observation = 70 Value_Change = 30.4 Unemployment_Change = -56.6 Observation = 69 Value_Change = -43 Unemployment_Change = -51.8 Observation = 68 Value_Change = 4.8 Unemployment_Change = -47.2 Observation = 67 Value_Change = -8 Unemployment_Change = -58.2 Observation = 66 Value_Change = -50.6 Unemployment_Change = -55.8 Observation = 65 Value_Change = -24.8 Unemployment_Change = -45 Observation = 64 Value_Change = -9 Unemployment_Change = -48.8 Observation = 63 Value_Change = 35.2 Unemployment_Change = -39.4 Observation = 62 Value_Change = -51.8 Unemployment_Change = -35 Observation = 61 Value_Change = -25.8 Unemployment_Change = -46 Observation = 60 Value_Change = 13.8 Unemployment_Change = -47.8 Observation = 59 Value_Change = 3.6 Unemployment_Change = -50 Observation = 58 Value_Change = -47 Unemployment_Change = -57.6 Observation = 57 Value_Change = -26 Unemployment_Change = -57.4 Observation = 56 Value_Change = -46 Unemployment_Change = -63 Observation = 55 Value_Change = 8.6 Unemployment_Change = -53.4 Observation = 54 Value_Change = -11 Unemployment_Change = -57.2 Observation = 53 Value_Change = -36.2 Unemployment_Change = -58.4 Observation = 52 Value_Change = -22.6 Unemployment_Change = -55.2 Observation = 51 Value_Change = 5.4 Unemployment_Change = -55.2 Observation = 50 Value_Change = 5.6 Unemployment_Change = -55.6 Observation = 49 Value_Change = -10 Unemployment_Change = -51.2 Observation = 48 Value_Change = 43.6 Unemployment_Change = -55.6 Observation = 47 Value_Change = -15.4 Unemployment_Change = -57.6 Observation = 46 Value_Change = 12.4 Unemployment_Change = -37.4 Observation = 45 Value_Change = -35 Unemployment_Change = -46.8 Observation = 44 Value_Change = -24.4 Unemployment_Change = -47.2 Observation = 43 Value_Change = 31.8 Unemployment_Change = -49.4 Observation = 42 Value_Change = 7.4 Unemployment_Change = -56 Observation = 41 Value_Change = 13.6 Unemployment_Change = -51.8 Observation = 40 Value_Change = -11.2 Unemployment_Change = -46.6 Observation = 39 Value_Change = 1 Unemployment_Change = -50.6 Observation = 38 Value_Change = 75 Unemployment_Change = -52.6 Observation = 37 Value_Change = 114.2 Unemployment_Change = -61.6 Observation = 36 Value_Change = 22.6 Unemployment_Change = -42.8 Observation = 35 Value_Change = 48 Unemployment_Change = -56.2 Observation = 34 Value_Change = -22.2 Unemployment_Change = -52.6 Observation = 33 Value_Change = -30.6 Unemployment_Change = -51.6 Observation = 32 Value_Change = -7.2 Unemployment_Change = -46.8 Observation = 31 Value_Change = -43 Unemployment_Change = -46 Observation = 30 Value_Change = -22 Unemployment_Change = -47.2 Observation = 29 Value_Change = -1.6 Unemployment_Change = -57.2 Observation = 28 Value_Change = -1.4 Unemployment_Change = -55.6 Observation = 27 Value_Change = 17.2 Unemployment_Change = -52.4 Observation = 26 Value_Change = 20.8 Unemployment_Change = -49.4 Observation = 25 Value_Change = -47.4 Unemployment_Change = -45.8 Observation = 24 Value_Change = -4.2 Unemployment_Change = -51.6 Observation = 23 Value_Change = -29.6 Unemployment_Change = -56 Observation = 22 Value_Change = -35.6 Unemployment_Change = -58.2 Observation = 21 Value_Change = -26.8 Unemployment_Change = -52.2 Observation = 20 Value_Change = -69 Unemployment_Change = -55.4 Observation = 19 Value_Change = 69 Unemployment_Change = -51.2 Observation = 18 Value_Change = -3.6 Unemployment_Change = -59.4 Observation = 17 Value_Change = 6.8 Unemployment_Change = -55.6 Observation = 16 Value_Change = -12.6 Unemployment_Change = -45.6 Observation = 15 Value_Change = -10.4 Unemployment_Change = -62 Observation = 14 Value_Change = 4.4 Unemployment_Change = -54.4 Observation = 13 Value_Change = 140.4 Unemployment_Change = -57.2 Observation = 12 Value_Change = -69.4 Unemployment_Change = -52.8 Observation = 11 Value_Change = -19 Unemployment_Change = -50 Observation = 10 Value_Change = -26.4 Unemployment_Change = -54.4 Observation = 9 Value_Change = -10.8 Unemployment_Change = -48.2 Observation = 8 Value_Change = -34.2 Unemployment_Change = -52.8 Observation = 7 Value_Change = 43 Unemployment_Change = -59.4 Observation = 6 Value_Change = 32 Unemployment_Change = -60.6 Observation = 5 Value_Change = 78.4 Unemployment_Change = -53.2 Observation = 4 Value_Change = 20.2 Unemployment_Change = -52 Observation = 3 Value_Change = 3.6 Unemployment_Change = -62.6 Observation = 2 Value_Change = 12.2 Unemployment_Change = -50.6 Observation = 1
img9.png Value_Change = 24.8 Pop_Density_Change = 0.4 Observation = 91 Value_Change = -1 Pop_Density_Change = -1.4 Observation = 90 Value_Change = 14.4 Pop_Density_Change = 0.2 Observation = 89 Value_Change = -34.8 Pop_Density_Change = -0.6 Observation = 88 Value_Change = -22.6 Pop_Density_Change = -1 Observation = 87 Value_Change = -25.4 Pop_Density_Change = 5.8 Observation = 86 Value_Change = -16.4 Pop_Density_Change = -5.2 Observation = 85 Value_Change = 8.6 Pop_Density_Change = -4.2 Observation = 84 Value_Change = 17 Pop_Density_Change = 12.6 Observation = 83 Value_Change = 31 Pop_Density_Change = -1.8 Observation = 82 Value_Change = -27.8 Pop_Density_Change = 11.2 Observation = 81 Value_Change = -8.6 Pop_Density_Change = 1.4 Observation = 80 Value_Change = -12.4 Pop_Density_Change = -1.6 Observation = 79 Value_Change = 37.2 Pop_Density_Change = -2.2 Observation = 78 Value_Change = -0.8 Pop_Density_Change = 1.6 Observation = 77 Value_Change = -26.8 Pop_Density_Change = -2.6 Observation = 76 Value_Change = 12 Pop_Density_Change = -0.4 Observation = 75 Value_Change = -35.4 Pop_Density_Change = -1 Observation = 74 Value_Change = 38.4 Pop_Density_Change = 2.2 Observation = 73 Value_Change = 49.2 Pop_Density_Change = -2 Observation = 72 Value_Change = -13 Pop_Density_Change = -2.2 Observation = 71 Value_Change = -53.8 Pop_Density_Change = -3.4 Observation = 70 Value_Change = 30.4 Pop_Density_Change = 0.6 Observation = 69 Value_Change = -43 Pop_Density_Change = 1.4 Observation = 68 Value_Change = 4.8 Pop_Density_Change = 3.2 Observation = 67 Value_Change = -8 Pop_Density_Change = 0.6 Observation = 66 Value_Change = -50.6 Pop_Density_Change = 13.2 Observation = 65 Value_Change = -24.8 Pop_Density_Change = -2.2 Observation = 64 Value_Change = -9 Pop_Density_Change = -2.8 Observation = 63 Value_Change = 35.2 Pop_Density_Change = 4.4 Observation = 62 Value_Change = -51.8 Pop_Density_Change = 2.2 Observation = 61 Value_Change = -25.8 Pop_Density_Change = -6.4 Observation = 60 Value_Change = 13.8 Pop_Density_Change = -1.2 Observation = 59 Value_Change = 3.6 Pop_Density_Change = 7.8 Observation = 58 Value_Change = -47 Pop_Density_Change = -0.6 Observation = 57 Value_Change = -26 Pop_Density_Change = -2.2 Observation = 56 Value_Change = -46 Pop_Density_Change = 0.4 Observation = 55 Value_Change = 8.6 Pop_Density_Change = -4.4 Observation = 54 Value_Change = -11 Pop_Density_Change = 3.4 Observation = 53 Value_Change = -36.2 Pop_Density_Change = 4.6 Observation = 52 Value_Change = -22.6 Pop_Density_Change = -4.2 Observation = 51 Value_Change = 5.4 Pop_Density_Change = 2.2 Observation = 50 Value_Change = 5.6 Pop_Density_Change = -4.6 Observation = 49 Value_Change = -10 Pop_Density_Change = 12.6 Observation = 48 Value_Change = 43.6 Pop_Density_Change = 6.4 Observation = 47 Value_Change = -15.4 Pop_Density_Change = 8 Observation = 46 Value_Change = 12.4 Pop_Density_Change = -7.4 Observation = 45 Value_Change = -35 Pop_Density_Change = 7.2 Observation = 44 Value_Change = -24.4 Pop_Density_Change = -2.8 Observation = 43 Value_Change = 31.8 Pop_Density_Change = 7.2 Observation = 42 Value_Change = 7.4 Pop_Density_Change = 4 Observation = 41 Value_Change = 13.6 Pop_Density_Change = 8.2 Observation = 40 Value_Change = -11.2 Pop_Density_Change = -4.6 Observation = 39 Value_Change = 1 Pop_Density_Change = 5.8 Observation = 38 Value_Change = 75 Pop_Density_Change = 3.2 Observation = 37 Value_Change = 114.2 Pop_Density_Change = -2 Observation = 36 Value_Change = 22.6 Pop_Density_Change = -3.2 Observation = 35 Value_Change = 48 Pop_Density_Change = 5.8 Observation = 34 Value_Change = -22.2 Pop_Density_Change = 7.6 Observation = 33 Value_Change = -30.6 Pop_Density_Change = 5 Observation = 32 Value_Change = -7.2 Pop_Density_Change = -5.2 Observation = 31 Value_Change = -43 Pop_Density_Change = 10.4 Observation = 30 Value_Change = -22 Pop_Density_Change = -1 Observation = 29 Value_Change = -1.6 Pop_Density_Change = 2.6 Observation = 28 Value_Change = -1.4 Pop_Density_Change = 1.4 Observation = 27 Value_Change = 17.2 Pop_Density_Change = 5 Observation = 26 Value_Change = 20.8 Pop_Density_Change = 9.6 Observation = 25 Value_Change = -47.4 Pop_Density_Change = 0.4 Observation = 24 Value_Change = -4.2 Pop_Density_Change = -2.4 Observation = 23 Value_Change = -29.6 Pop_Density_Change = -2.6 Observation = 22 Value_Change = -35.6 Pop_Density_Change = 0 Observation = 21 Value_Change = -26.8 Pop_Density_Change = -4.4 Observation = 20 Value_Change = -69 Pop_Density_Change = 3.6 Observation = 19 Value_Change = 69 Pop_Density_Change = 10.4 Observation = 18 Value_Change = -3.6 Pop_Density_Change = 2 Observation = 17 Value_Change = 6.8 Pop_Density_Change = -1.8 Observation = 16 Value_Change = -12.6 Pop_Density_Change = 5.6 Observation = 15 Value_Change = -10.4 Pop_Density_Change = -0.2 Observation = 14 Value_Change = 4.4 Pop_Density_Change = 12.2 Observation = 13 Value_Change = 140.4 Pop_Density_Change = 0.2 Observation = 12 Value_Change = -69.4 Pop_Density_Change = 5.6 Observation = 11 Value_Change = -19 Pop_Density_Change = 16.8 Observation = 10 Value_Change = -26.4 Pop_Density_Change = -4 Observation = 9 Value_Change = -10.8 Pop_Density_Change = -6 Observation = 8 Value_Change = -34.2 Pop_Density_Change = -0.8 Observation = 7 Value_Change = 43 Pop_Density_Change = -0.4 Observation = 6 Value_Change = 32 Pop_Density_Change = -0.4 Observation = 5 Value_Change = 78.4 Pop_Density_Change = -5.4 Observation = 4 Value_Change = 20.2 Pop_Density_Change = 0.8 Observation = 3 Value_Change = 3.6 Pop_Density_Change = 0.6 Observation = 2 Value_Change = 12.2 Pop_Density_Change = 6.6 Observation = 1
img10.png Value_Change = 24.8 CLDD_Change = -6.4 Observation = 91 Value_Change = -1 CLDD_Change = -10.6 Observation = 90 Value_Change = 14.4 CLDD_Change = 21 Observation = 89 Value_Change = -34.8 CLDD_Change = -19 Observation = 88 Value_Change = -22.6 CLDD_Change = 8.4 Observation = 87 Value_Change = -25.4 CLDD_Change = -28.2 Observation = 86 Value_Change = -16.4 CLDD_Change = 7.2 Observation = 85 Value_Change = 8.6 CLDD_Change = 0 Observation = 84 Value_Change = 17 CLDD_Change = -4.4 Observation = 83 Value_Change = 31 CLDD_Change = 13.2 Observation = 82 Value_Change = -27.8 CLDD_Change = 4.8 Observation = 81 Value_Change = -8.6 CLDD_Change = 34 Observation = 80 Value_Change = -12.4 CLDD_Change = -9 Observation = 79 Value_Change = 37.2 CLDD_Change = -11.6 Observation = 78 Value_Change = -0.8 CLDD_Change = 0 Observation = 77 Value_Change = -26.8 CLDD_Change = -15.4 Observation = 76 Value_Change = 12 CLDD_Change = 8.6 Observation = 75 Value_Change = -35.4 CLDD_Change = -3.4 Observation = 74 Value_Change = 38.4 CLDD_Change = -0.8 Observation = 73 Value_Change = 49.2 CLDD_Change = -0.2 Observation = 72 Value_Change = -13 CLDD_Change = -18.8 Observation = 71 Value_Change = -53.8 CLDD_Change = 6 Observation = 70 Value_Change = 30.4 CLDD_Change = -11 Observation = 69 Value_Change = -43 CLDD_Change = 0.8 Observation = 68 Value_Change = 4.8 CLDD_Change = 10.6 Observation = 67 Value_Change = -8 CLDD_Change = 24 Observation = 66 Value_Change = -50.6 CLDD_Change = 7.4 Observation = 65 Value_Change = -24.8 CLDD_Change = -11.8 Observation = 64 Value_Change = -9 CLDD_Change = 17.6 Observation = 63 Value_Change = 35.2 CLDD_Change = 6.4 Observation = 62 Value_Change = -51.8 CLDD_Change = 7.2 Observation = 61 Value_Change = -25.8 CLDD_Change = 9.8 Observation = 60 Value_Change = 13.8 CLDD_Change = -5.4 Observation = 59 Value_Change = 3.6 CLDD_Change = 0 Observation = 58 Value_Change = -47 CLDD_Change = 17 Observation = 57 Value_Change = -26 CLDD_Change = 4.2 Observation = 56 Value_Change = -46 CLDD_Change = -9.6 Observation = 55 Value_Change = 8.6 CLDD_Change = 8.8 Observation = 54 Value_Change = -11 CLDD_Change = 24.2 Observation = 53 Value_Change = -36.2 CLDD_Change = 8.6 Observation = 52 Value_Change = -22.6 CLDD_Change = 9 Observation = 51 Value_Change = 5.4 CLDD_Change = 10.2 Observation = 50 Value_Change = 5.6 CLDD_Change = 0 Observation = 49 Value_Change = -10 CLDD_Change = 19.8 Observation = 48 Value_Change = 43.6 CLDD_Change = -5 Observation = 47 Value_Change = -15.4 CLDD_Change = 3.8 Observation = 46 Value_Change = 12.4 CLDD_Change = 18.2 Observation = 45 Value_Change = -35 CLDD_Change = 0 Observation = 44 Value_Change = -24.4 CLDD_Change = 3 Observation = 43 Value_Change = 31.8 CLDD_Change = -4.4 Observation = 42 Value_Change = 7.4 CLDD_Change = -16.2 Observation = 41 Value_Change = 13.6 CLDD_Change = 19.8 Observation = 40 Value_Change = -11.2 CLDD_Change = 18.2 Observation = 39 Value_Change = 1 CLDD_Change = -0.6 Observation = 38 Value_Change = 75 CLDD_Change = 3.8 Observation = 37 Value_Change = 114.2 CLDD_Change = -26 Observation = 36 Value_Change = 22.6 CLDD_Change = 0 Observation = 35 Value_Change = 48 CLDD_Change = 4.4 Observation = 34 Value_Change = -22.2 CLDD_Change = 0 Observation = 33 Value_Change = -30.6 CLDD_Change = -5 Observation = 32 Value_Change = -7.2 CLDD_Change = 5 Observation = 31 Value_Change = -43 CLDD_Change = -0.8 Observation = 30 Value_Change = -22 CLDD_Change = 46.2 Observation = 29 Value_Change = -1.6 CLDD_Change = -21.8 Observation = 28 Value_Change = -1.4 CLDD_Change = -4.2 Observation = 27 Value_Change = 17.2 CLDD_Change = -2 Observation = 26 Value_Change = 20.8 CLDD_Change = 0 Observation = 25 Value_Change = -47.4 CLDD_Change = 13.6 Observation = 24 Value_Change = -4.2 CLDD_Change = 5 Observation = 23 Value_Change = -29.6 CLDD_Change = 3.8 Observation = 22 Value_Change = -35.6 CLDD_Change = 5.2 Observation = 21 Value_Change = -26.8 CLDD_Change = 9.2 Observation = 20 Value_Change = -69 CLDD_Change = -25.6 Observation = 19 Value_Change = 69 CLDD_Change = 0 Observation = 18 Value_Change = -3.6 CLDD_Change = 2.4 Observation = 17 Value_Change = 6.8 CLDD_Change = -0.8 Observation = 16 Value_Change = -12.6 CLDD_Change = 22 Observation = 15 Value_Change = -10.4 CLDD_Change = -0.2 Observation = 14 Value_Change = 4.4 CLDD_Change = 6.2 Observation = 13 Value_Change = 140.4 CLDD_Change = -11 Observation = 12 Value_Change = -69.4 CLDD_Change = 86.2 Observation = 11 Value_Change = -19 CLDD_Change = 2.6 Observation = 10 Value_Change = -26.4 CLDD_Change = 3.6 Observation = 9 Value_Change = -10.8 CLDD_Change = 17.2 Observation = 8 Value_Change = -34.2 CLDD_Change = -7.8 Observation = 7 Value_Change = 43 CLDD_Change = -19.6 Observation = 6 Value_Change = 32 CLDD_Change = -17 Observation = 5 Value_Change = 78.4 CLDD_Change = -13.6 Observation = 4 Value_Change = 20.2 CLDD_Change = 0 Observation = 3 Value_Change = 3.6 CLDD_Change = -10.6 Observation = 2 Value_Change = 12.2 CLDD_Change = 10 Observation = 1
img11.png Value_Change = 24.8 HTDD_Change = -3.8 Observation = 91 Value_Change = -1 HTDD_Change = -2.4 Observation = 90 Value_Change = 14.4 HTDD_Change = -2.6 Observation = 89 Value_Change = -34.8 HTDD_Change = -5.8 Observation = 88 Value_Change = -22.6 HTDD_Change = -0.8 Observation = 87 Value_Change = -25.4 HTDD_Change = -4.8 Observation = 86 Value_Change = -16.4 HTDD_Change = 3 Observation = 85 Value_Change = 8.6 HTDD_Change = 0 Observation = 84 Value_Change = 17 HTDD_Change = 1.2 Observation = 83 Value_Change = 31 HTDD_Change = -3 Observation = 82 Value_Change = -27.8 HTDD_Change = -6.2 Observation = 81 Value_Change = -8.6 HTDD_Change = -1.4 Observation = 80 Value_Change = -12.4 HTDD_Change = -3.4 Observation = 79 Value_Change = 37.2 HTDD_Change = 10 Observation = 78 Value_Change = -0.8 HTDD_Change = 1.8 Observation = 77 Value_Change = -26.8 HTDD_Change = -3.6 Observation = 76 Value_Change = 12 HTDD_Change = -10.4 Observation = 75 Value_Change = -35.4 HTDD_Change = -4.8 Observation = 74 Value_Change = 38.4 HTDD_Change = -1.8 Observation = 73 Value_Change = 49.2 HTDD_Change = -5.2 Observation = 72 Value_Change = -13 HTDD_Change = 24.8 Observation = 71 Value_Change = -53.8 HTDD_Change = 0.2 Observation = 70 Value_Change = 30.4 HTDD_Change = 6 Observation = 69 Value_Change = -43 HTDD_Change = -19.6 Observation = 68 Value_Change = 4.8 HTDD_Change = 0.2 Observation = 67 Value_Change = -8 HTDD_Change = 12.8 Observation = 66 Value_Change = -50.6 HTDD_Change = 1 Observation = 65 Value_Change = -24.8 HTDD_Change = 11.4 Observation = 64 Value_Change = -9 HTDD_Change = -2.4 Observation = 63 Value_Change = 35.2 HTDD_Change = -3.8 Observation = 62 Value_Change = -51.8 HTDD_Change = 0 Observation = 61 Value_Change = -25.8 HTDD_Change = -2.6 Observation = 60 Value_Change = 13.8 HTDD_Change = 11.2 Observation = 59 Value_Change = 3.6 HTDD_Change = 0 Observation = 58 Value_Change = -47 HTDD_Change = -9.2 Observation = 57 Value_Change = -26 HTDD_Change = 51.4 Observation = 56 Value_Change = -46 HTDD_Change = 2.2 Observation = 55 Value_Change = 8.6 HTDD_Change = 4.6 Observation = 54 Value_Change = -11 HTDD_Change = -10.8 Observation = 53 Value_Change = -36.2 HTDD_Change = -3.4 Observation = 52 Value_Change = -22.6 HTDD_Change = 17 Observation = 51 Value_Change = 5.4 HTDD_Change = -5 Observation = 50 Value_Change = 5.6 HTDD_Change = 0 Observation = 49 Value_Change = -10 HTDD_Change = -4.8 Observation = 48 Value_Change = 43.6 HTDD_Change = -4 Observation = 47 Value_Change = -15.4 HTDD_Change = -4.2 Observation = 46 Value_Change = 12.4 HTDD_Change = 13.6 Observation = 45 Value_Change = -35 HTDD_Change = 4.6 Observation = 44 Value_Change = -24.4 HTDD_Change = 1.8 Observation = 43 Value_Change = 31.8 HTDD_Change = -1.6 Observation = 42 Value_Change = 7.4 HTDD_Change = 4 Observation = 41 Value_Change = 13.6 HTDD_Change = -2.8 Observation = 40 Value_Change = -11.2 HTDD_Change = -12.6 Observation = 39 Value_Change = 1 HTDD_Change = -6.8 Observation = 38 Value_Change = 75 HTDD_Change = -5.8 Observation = 37 Value_Change = 114.2 HTDD_Change = -3.4 Observation = 36 Value_Change = 22.6 HTDD_Change = 0 Observation = 35 Value_Change = 48 HTDD_Change = -8.6 Observation = 34 Value_Change = -22.2 HTDD_Change = 0 Observation = 33 Value_Change = -30.6 HTDD_Change = -2.6 Observation = 32 Value_Change = -7.2 HTDD_Change = 12.4 Observation = 31 Value_Change = -43 HTDD_Change = -8 Observation = 30 Value_Change = -22 HTDD_Change = 0 Observation = 29 Value_Change = -1.6 HTDD_Change = 20.2 Observation = 28 Value_Change = -1.4 HTDD_Change = 4.4 Observation = 27 Value_Change = 17.2 HTDD_Change = 24.4 Observation = 26 Value_Change = 20.8 HTDD_Change = 0 Observation = 25 Value_Change = -47.4 HTDD_Change = 4.6 Observation = 24 Value_Change = -4.2 HTDD_Change = 0.8 Observation = 23 Value_Change = -29.6 HTDD_Change = -10.8 Observation = 22 Value_Change = -35.6 HTDD_Change = 6 Observation = 21 Value_Change = -26.8 HTDD_Change = 4.6 Observation = 20 Value_Change = -69 HTDD_Change = 5.2 Observation = 19 Value_Change = 69 HTDD_Change = 0.8 Observation = 18 Value_Change = -3.6 HTDD_Change = -8.4 Observation = 17 Value_Change = 6.8 HTDD_Change = -3 Observation = 16 Value_Change = -12.6 HTDD_Change = -10.4 Observation = 15 Value_Change = -10.4 HTDD_Change = 1.8 Observation = 14 Value_Change = 4.4 HTDD_Change = -3.4 Observation = 13 Value_Change = 140.4 HTDD_Change = -5.8 Observation = 12 Value_Change = -69.4 HTDD_Change = -20.2 Observation = 11 Value_Change = -19 HTDD_Change = 0.6 Observation = 10 Value_Change = -26.4 HTDD_Change = 26.4 Observation = 9 Value_Change = -10.8 HTDD_Change = 2.4 Observation = 8 Value_Change = -34.2 HTDD_Change = 23.4 Observation = 7 Value_Change = 43 HTDD_Change = -8.4 Observation = 6 Value_Change = 32 HTDD_Change = -5.8 Observation = 5 Value_Change = 78.4 HTDD_Change = 13.2 Observation = 4 Value_Change = 20.2 HTDD_Change = 0 Observation = 3 Value_Change = 3.6 HTDD_Change = 5.8 Observation = 2 Value_Change = 12.2 HTDD_Change = -2 Observation = 1
img12.png Value_Change = 24.8 PRCP_Change = 10.8 Observation = 91 Value_Change = -1 PRCP_Change = 11.8 Observation = 90 Value_Change = 14.4 PRCP_Change = 4.6 Observation = 89 Value_Change = -34.8 PRCP_Change = 21.8 Observation = 88 Value_Change = -22.6 PRCP_Change = 4.8 Observation = 87 Value_Change = -25.4 PRCP_Change = 42 Observation = 86 Value_Change = -16.4 PRCP_Change = 9.2 Observation = 85 Value_Change = 8.6 PRCP_Change = -28 Observation = 84 Value_Change = 17 PRCP_Change = 9.2 Observation = 83 Value_Change = 31 PRCP_Change = -2.8 Observation = 82 Value_Change = -27.8 PRCP_Change = 30.6 Observation = 81 Value_Change = -8.6 PRCP_Change = -7.6 Observation = 80 Value_Change = -12.4 PRCP_Change = 1.6 Observation = 79 Value_Change = 37.2 PRCP_Change = 6 Observation = 78 Value_Change = -0.8 PRCP_Change = 25.2 Observation = 77 Value_Change = -26.8 PRCP_Change = 1.2 Observation = 76 Value_Change = 12 PRCP_Change = 4.2 Observation = 75 Value_Change = -35.4 PRCP_Change = 29.8 Observation = 74 Value_Change = 38.4 PRCP_Change = 39.2 Observation = 73 Value_Change = 49.2 PRCP_Change = 27 Observation = 72 Value_Change = -13 PRCP_Change = 4.8 Observation = 71 Value_Change = -53.8 PRCP_Change = -15.8 Observation = 70 Value_Change = 30.4 PRCP_Change = 13.2 Observation = 69 Value_Change = -43 PRCP_Change = 28.8 Observation = 68 Value_Change = 4.8 PRCP_Change = -20.6 Observation = 67 Value_Change = -8 PRCP_Change = 15.2 Observation = 66 Value_Change = -50.6 PRCP_Change = 20.8 Observation = 65 Value_Change = -24.8 PRCP_Change = -6.6 Observation = 64 Value_Change = -9 PRCP_Change = -9.2 Observation = 63 Value_Change = 35.2 PRCP_Change = 2 Observation = 62 Value_Change = -51.8 PRCP_Change = 20.4 Observation = 61 Value_Change = -25.8 PRCP_Change = -19.6 Observation = 60 Value_Change = 13.8 PRCP_Change = 15.6 Observation = 59 Value_Change = 3.6 PRCP_Change = -14.6 Observation = 58 Value_Change = -47 PRCP_Change = 15.2 Observation = 57 Value_Change = -26 PRCP_Change = 13.4 Observation = 56 Value_Change = -46 PRCP_Change = 34.4 Observation = 55 Value_Change = 8.6 PRCP_Change = 2.2 Observation = 54 Value_Change = -11 PRCP_Change = 26.4 Observation = 53 Value_Change = -36.2 PRCP_Change = 15.8 Observation = 52 Value_Change = -22.6 PRCP_Change = -15.6 Observation = 51 Value_Change = 5.4 PRCP_Change = 3.8 Observation = 50 Value_Change = 5.6 PRCP_Change = -13.8 Observation = 49 Value_Change = -10 PRCP_Change = 15 Observation = 48 Value_Change = 43.6 PRCP_Change = -0.6 Observation = 47 Value_Change = -15.4 PRCP_Change = 24.4 Observation = 46 Value_Change = 12.4 PRCP_Change = -11.2 Observation = 45 Value_Change = -35 PRCP_Change = 2.4 Observation = 44 Value_Change = -24.4 PRCP_Change = 0.6 Observation = 43 Value_Change = 31.8 PRCP_Change = 31.8 Observation = 42 Value_Change = 7.4 PRCP_Change = 1 Observation = 41 Value_Change = 13.6 PRCP_Change = 10 Observation = 40 Value_Change = -11.2 PRCP_Change = -30.4 Observation = 39 Value_Change = 1 PRCP_Change = 10.8 Observation = 38 Value_Change = 75 PRCP_Change = -23.4 Observation = 37 Value_Change = 114.2 PRCP_Change = 15.6 Observation = 36 Value_Change = 22.6 PRCP_Change = 0 Observation = 35 Value_Change = 48 PRCP_Change = 19.8 Observation = 34 Value_Change = -22.2 PRCP_Change = 20.4 Observation = 33 Value_Change = -30.6 PRCP_Change = 20.6 Observation = 32 Value_Change = -7.2 PRCP_Change = 4.8 Observation = 31 Value_Change = -43 PRCP_Change = 1.6 Observation = 30 Value_Change = -22 PRCP_Change = 10.2 Observation = 29 Value_Change = -1.6 PRCP_Change = 23.4 Observation = 28 Value_Change = -1.4 PRCP_Change = 0 Observation = 27 Value_Change = 17.2 PRCP_Change = -18 Observation = 26 Value_Change = 20.8 PRCP_Change = 0 Observation = 25 Value_Change = -47.4 PRCP_Change = -3.8 Observation = 24 Value_Change = -4.2 PRCP_Change = -5.2 Observation = 23 Value_Change = -29.6 PRCP_Change = -8 Observation = 22 Value_Change = -35.6 PRCP_Change = 9.8 Observation = 21 Value_Change = -26.8 PRCP_Change = 2.2 Observation = 20 Value_Change = -69 PRCP_Change = 24.4 Observation = 19 Value_Change = 69 PRCP_Change = -17.8 Observation = 18 Value_Change = -3.6 PRCP_Change = 19.2 Observation = 17 Value_Change = 6.8 PRCP_Change = 22.8 Observation = 16 Value_Change = -12.6 PRCP_Change = -19.2 Observation = 15 Value_Change = -10.4 PRCP_Change = 19.4 Observation = 14 Value_Change = 4.4 PRCP_Change = 30.4 Observation = 13 Value_Change = 140.4 PRCP_Change = 18.6 Observation = 12 Value_Change = -69.4 PRCP_Change = 5 Observation = 11 Value_Change = -19 PRCP_Change = 25.2 Observation = 10 Value_Change = -26.4 PRCP_Change = 13.6 Observation = 9 Value_Change = -10.8 PRCP_Change = 0.6 Observation = 8 Value_Change = -34.2 PRCP_Change = -2.2 Observation = 7 Value_Change = 43 PRCP_Change = 6.2 Observation = 6 Value_Change = 32 PRCP_Change = 45.6 Observation = 5 Value_Change = 78.4 PRCP_Change = 10.2 Observation = 4 Value_Change = 20.2 PRCP_Change = 19.4 Observation = 3 Value_Change = 3.6 PRCP_Change = 11 Observation = 2 Value_Change = 12.2 PRCP_Change = -11.8 Observation = 1
img13.png Value_Change = 24.8 TAVG_Change = -0.2 Observation = 91 Value_Change = -1 TAVG_Change = -2.4 Observation = 90 Value_Change = 14.4 TAVG_Change = 4.2 Observation = 89 Value_Change = -34.8 TAVG_Change = -5.2 Observation = 88 Value_Change = -22.6 TAVG_Change = 2.4 Observation = 87 Value_Change = -25.4 TAVG_Change = -1.4 Observation = 86 Value_Change = -16.4 TAVG_Change = 0.4 Observation = 85 Value_Change = 8.6 TAVG_Change = 0 Observation = 84 Value_Change = 17 TAVG_Change = -1.4 Observation = 83 Value_Change = 31 TAVG_Change = 2.4 Observation = 82 Value_Change = -27.8 TAVG_Change = 1.2 Observation = 81 Value_Change = -8.6 TAVG_Change = 7.2 Observation = 80 Value_Change = -12.4 TAVG_Change = -2 Observation = 79 Value_Change = 37.2 TAVG_Change = -4.6 Observation = 78 Value_Change = -0.8 TAVG_Change = 0 Observation = 77 Value_Change = -26.8 TAVG_Change = -8 Observation = 76 Value_Change = 12 TAVG_Change = 2.6 Observation = 75 Value_Change = -35.4 TAVG_Change = 0 Observation = 74 Value_Change = 38.4 TAVG_Change = -0.6 Observation = 73 Value_Change = 49.2 TAVG_Change = 0 Observation = 72 Value_Change = -13 TAVG_Change = 2.2 Observation = 71 Value_Change = -53.8 TAVG_Change = 1 Observation = 70 Value_Change = 30.4 TAVG_Change = -4.6 Observation = 69 Value_Change = -43 TAVG_Change = 1 Observation = 68 Value_Change = 4.8 TAVG_Change = 2.4 Observation = 67 Value_Change = -8 TAVG_Change = 8.8 Observation = 66 Value_Change = -50.6 TAVG_Change = 1.6 Observation = 65 Value_Change = -24.8 TAVG_Change = -4.2 Observation = 64 Value_Change = -9 TAVG_Change = 3.8 Observation = 63 Value_Change = 35.2 TAVG_Change = 1.4 Observation = 62 Value_Change = -51.8 TAVG_Change = 1.6 Observation = 61 Value_Change = -25.8 TAVG_Change = 3 Observation = 60 Value_Change = 13.8 TAVG_Change = -2.6 Observation = 59 Value_Change = 3.6 TAVG_Change = 0 Observation = 58 Value_Change = -47 TAVG_Change = 5.6 Observation = 57 Value_Change = -26 TAVG_Change = 2 Observation = 56 Value_Change = -46 TAVG_Change = -3.4 Observation = 55 Value_Change = 8.6 TAVG_Change = 1.6 Observation = 54 Value_Change = -11 TAVG_Change = 6.4 Observation = 53 Value_Change = -36.2 TAVG_Change = 1.2 Observation = 52 Value_Change = -22.6 TAVG_Change = 2.2 Observation = 51 Value_Change = 5.4 TAVG_Change = 2.8 Observation = 50 Value_Change = 5.6 TAVG_Change = 0 Observation = 49 Value_Change = -10 TAVG_Change = 3.6 Observation = 48 Value_Change = 43.6 TAVG_Change = -1 Observation = 47 Value_Change = -15.4 TAVG_Change = 0.8 Observation = 46 Value_Change = 12.4 TAVG_Change = 2 Observation = 45 Value_Change = -35 TAVG_Change = 0 Observation = 44 Value_Change = -24.4 TAVG_Change = 1.8 Observation = 43 Value_Change = 31.8 TAVG_Change = -0.6 Observation = 42 Value_Change = 7.4 TAVG_Change = -4.6 Observation = 41 Value_Change = 13.6 TAVG_Change = 3.6 Observation = 40 Value_Change = -11.2 TAVG_Change = 6.2 Observation = 39 Value_Change = 1 TAVG_Change = 0.2 Observation = 38 Value_Change = 75 TAVG_Change = 2.4 Observation = 37 Value_Change = 114.2 TAVG_Change = -5.6 Observation = 36 Value_Change = 22.6 TAVG_Change = 0 Observation = 35 Value_Change = 48 TAVG_Change = 1.2 Observation = 34 Value_Change = -22.2 TAVG_Change = 0 Observation = 33 Value_Change = -30.6 TAVG_Change = 0 Observation = 32 Value_Change = -7.2 TAVG_Change = 0 Observation = 31 Value_Change = -43 TAVG_Change = 0.8 Observation = 30 Value_Change = -22 TAVG_Change = 11.6 Observation = 29 Value_Change = -1.6 TAVG_Change = -8.8 Observation = 28 Value_Change = -1.4 TAVG_Change = -1 Observation = 27 Value_Change = 17.2 TAVG_Change = -2.4 Observation = 26 Value_Change = 20.8 TAVG_Change = 0 Observation = 25 Value_Change = -47.4 TAVG_Change = 2.8 Observation = 24 Value_Change = -4.2 TAVG_Change = 1.6 Observation = 23 Value_Change = -29.6 TAVG_Change = 1.6 Observation = 22 Value_Change = -35.6 TAVG_Change = -1.2 Observation = 21 Value_Change = -26.8 TAVG_Change = 1.8 Observation = 20 Value_Change = -69 TAVG_Change = -6.8 Observation = 19 Value_Change = 69 TAVG_Change = 0 Observation = 18 Value_Change = -3.6 TAVG_Change = 1.6 Observation = 17 Value_Change = 6.8 TAVG_Change = 0.2 Observation = 16 Value_Change = -12.6 TAVG_Change = 8 Observation = 15 Value_Change = -10.4 TAVG_Change = -1.2 Observation = 14 Value_Change = 4.4 TAVG_Change = 2 Observation = 13 Value_Change = 140.4 TAVG_Change = -2.6 Observation = 12 Value_Change = -69.4 TAVG_Change = 15.4 Observation = 11 Value_Change = -19 TAVG_Change = 0.2 Observation = 10 Value_Change = -26.4 TAVG_Change = 0.8 Observation = 9 Value_Change = -10.8 TAVG_Change = 4 Observation = 8 Value_Change = -34.2 TAVG_Change = -3.2 Observation = 7 Value_Change = 43 TAVG_Change = -1.6 Observation = 6 Value_Change = 32 TAVG_Change = 2 Observation = 5 Value_Change = 78.4 TAVG_Change = -6.2 Observation = 4 Value_Change = 20.2 TAVG_Change = 0 Observation = 3 Value_Change = 3.6 TAVG_Change = -3.6 Observation = 2 Value_Change = 12.2 TAVG_Change = 2.2 Observation = 1
img14.png Value_Change = 24.8 TMIN_Change = 3.6 Observation = 91 Value_Change = -1 TMIN_Change = -1 Observation = 90 Value_Change = 14.4 TMIN_Change = 13.8 Observation = 89 Value_Change = -34.8 TMIN_Change = -0.8 Observation = 88 Value_Change = -22.6 TMIN_Change = 4.2 Observation = 87 Value_Change = -25.4 TMIN_Change = 0.2 Observation = 86 Value_Change = -16.4 TMIN_Change = -1.4 Observation = 85 Value_Change = 8.6 TMIN_Change = 0 Observation = 84 Value_Change = 17 TMIN_Change = -1.6 Observation = 83 Value_Change = 31 TMIN_Change = -0.4 Observation = 82 Value_Change = -27.8 TMIN_Change = -1.2 Observation = 81 Value_Change = -8.6 TMIN_Change = 11 Observation = 80 Value_Change = -12.4 TMIN_Change = 3.6 Observation = 79 Value_Change = 37.2 TMIN_Change = -4 Observation = 78 Value_Change = -0.8 TMIN_Change = 0 Observation = 77 Value_Change = -26.8 TMIN_Change = -10.4 Observation = 76 Value_Change = 12 TMIN_Change = 3 Observation = 75 Value_Change = -35.4 TMIN_Change = 6.8 Observation = 74 Value_Change = 38.4 TMIN_Change = 0.6 Observation = 73 Value_Change = 49.2 TMIN_Change = 1.6 Observation = 72 Value_Change = -13 TMIN_Change = 2.4 Observation = 71 Value_Change = -53.8 TMIN_Change = 4.6 Observation = 70 Value_Change = 30.4 TMIN_Change = -10 Observation = 69 Value_Change = -43 TMIN_Change = 8.6 Observation = 68 Value_Change = 4.8 TMIN_Change = 4.4 Observation = 67 Value_Change = -8 TMIN_Change = 28.6 Observation = 66 Value_Change = -50.6 TMIN_Change = 3.4 Observation = 65 Value_Change = -24.8 TMIN_Change = -7 Observation = 64 Value_Change = -9 TMIN_Change = 7 Observation = 63 Value_Change = 35.2 TMIN_Change = 2.4 Observation = 62 Value_Change = -51.8 TMIN_Change = 0.4 Observation = 61 Value_Change = -25.8 TMIN_Change = 5.6 Observation = 60 Value_Change = 13.8 TMIN_Change = -0.4 Observation = 59 Value_Change = 3.6 TMIN_Change = 0 Observation = 58 Value_Change = -47 TMIN_Change = 8 Observation = 57 Value_Change = -26 TMIN_Change = 23 Observation = 56 Value_Change = -46 TMIN_Change = -4 Observation = 55 Value_Change = 8.6 TMIN_Change = 4.8 Observation = 54 Value_Change = -11 TMIN_Change = 27.4 Observation = 53 Value_Change = -36.2 TMIN_Change = 4.2 Observation = 52 Value_Change = -22.6 TMIN_Change = 0.4 Observation = 51 Value_Change = 5.4 TMIN_Change = 6 Observation = 50 Value_Change = 5.6 TMIN_Change = 0 Observation = 49 Value_Change = -10 TMIN_Change = 8.8 Observation = 48 Value_Change = 43.6 TMIN_Change = -1 Observation = 47 Value_Change = -15.4 TMIN_Change = 7.2 Observation = 46 Value_Change = 12.4 TMIN_Change = -2.2 Observation = 45 Value_Change = -35 TMIN_Change = 0 Observation = 44 Value_Change = -24.4 TMIN_Change = 0.2 Observation = 43 Value_Change = 31.8 TMIN_Change = 2.8 Observation = 42 Value_Change = 7.4 TMIN_Change = -9 Observation = 41 Value_Change = 13.6 TMIN_Change = 2 Observation = 40 Value_Change = -11.2 TMIN_Change = 12.4 Observation = 39 Value_Change = 1 TMIN_Change = 1.4 Observation = 38 Value_Change = 75 TMIN_Change = -2 Observation = 37 Value_Change = 114.2 TMIN_Change = -1.4 Observation = 36 Value_Change = 22.6 TMIN_Change = 0 Observation = 35 Value_Change = 48 TMIN_Change = -0.4 Observation = 34 Value_Change = -22.2 TMIN_Change = 0 Observation = 33 Value_Change = -30.6 TMIN_Change = 1 Observation = 32 Value_Change = -7.2 TMIN_Change = -0.2 Observation = 31 Value_Change = -43 TMIN_Change = 1.4 Observation = 30 Value_Change = -22 TMIN_Change = 15.2 Observation = 29 Value_Change = -1.6 TMIN_Change = -22.2 Observation = 28 Value_Change = -1.4 TMIN_Change = -0.4 Observation = 27 Value_Change = 17.2 TMIN_Change = -3.6 Observation = 26 Value_Change = 20.8 TMIN_Change = 0 Observation = 25 Value_Change = -47.4 TMIN_Change = 4.2 Observation = 24 Value_Change = -4.2 TMIN_Change = 4.6 Observation = 23 Value_Change = -29.6 TMIN_Change = 5.4 Observation = 22 Value_Change = -35.6 TMIN_Change = -8.8 Observation = 21 Value_Change = -26.8 TMIN_Change = 2.6 Observation = 20 Value_Change = -69 TMIN_Change = -17.2 Observation = 19 Value_Change = 69 TMIN_Change = 0 Observation = 18 Value_Change = -3.6 TMIN_Change = 4.2 Observation = 17 Value_Change = 6.8 TMIN_Change = -0.6 Observation = 16 Value_Change = -12.6 TMIN_Change = 16.6 Observation = 15 Value_Change = -10.4 TMIN_Change = 2 Observation = 14 Value_Change = 4.4 TMIN_Change = 9 Observation = 13 Value_Change = 140.4 TMIN_Change = 0.6 Observation = 12 Value_Change = -69.4 TMIN_Change = 31.8 Observation = 11 Value_Change = -19 TMIN_Change = 5.2 Observation = 10 Value_Change = -26.4 TMIN_Change = 6.6 Observation = 9 Value_Change = -10.8 TMIN_Change = 10.4 Observation = 8 Value_Change = -34.2 TMIN_Change = -2.6 Observation = 7 Value_Change = 43 TMIN_Change = 6.2 Observation = 6 Value_Change = 32 TMIN_Change = 4 Observation = 5 Value_Change = 78.4 TMIN_Change = -10.2 Observation = 4 Value_Change = 20.2 TMIN_Change = 0 Observation = 3 Value_Change = 3.6 TMIN_Change = -10 Observation = 2 Value_Change = 12.2 TMIN_Change = 1 Observation = 1
img15.png Value_Change = 24.8 TMAX_Change = -1.4 Observation = 91 Value_Change = -1 TMAX_Change = -3 Observation = 90 Value_Change = 14.4 TMAX_Change = 0 Observation = 89 Value_Change = -34.8 TMAX_Change = -7 Observation = 88 Value_Change = -22.6 TMAX_Change = 1.4 Observation = 87 Value_Change = -25.4 TMAX_Change = -1.8 Observation = 86 Value_Change = -16.4 TMAX_Change = 1.2 Observation = 85 Value_Change = 8.6 TMAX_Change = -2.4 Observation = 84 Value_Change = 17 TMAX_Change = -1 Observation = 83 Value_Change = 31 TMAX_Change = 3.6 Observation = 82 Value_Change = -27.8 TMAX_Change = 2.4 Observation = 81 Value_Change = -8.6 TMAX_Change = 5.4 Observation = 80 Value_Change = -12.4 TMAX_Change = -3.6 Observation = 79 Value_Change = 37.2 TMAX_Change = -5.2 Observation = 78 Value_Change = -0.8 TMAX_Change = 0 Observation = 77 Value_Change = -26.8 TMAX_Change = 4 Observation = 76 Value_Change = 12 TMAX_Change = 2.2 Observation = 75 Value_Change = -35.4 TMAX_Change = -2.4 Observation = 74 Value_Change = 38.4 TMAX_Change = -1 Observation = 73 Value_Change = 49.2 TMAX_Change = -0.8 Observation = 72 Value_Change = -13 TMAX_Change = 3 Observation = 71 Value_Change = -53.8 TMAX_Change = -0.6 Observation = 70 Value_Change = 30.4 TMAX_Change = -2 Observation = 69 Value_Change = -43 TMAX_Change = -2.2 Observation = 68 Value_Change = 4.8 TMAX_Change = 1.2 Observation = 67 Value_Change = -8 TMAX_Change = 2.2 Observation = 66 Value_Change = -50.6 TMAX_Change = 0.6 Observation = 65 Value_Change = -24.8 TMAX_Change = -2.8 Observation = 64 Value_Change = -9 TMAX_Change = 2 Observation = 63 Value_Change = 35.2 TMAX_Change = 1 Observation = 62 Value_Change = -51.8 TMAX_Change = 2.2 Observation = 61 Value_Change = -25.8 TMAX_Change = 2 Observation = 60 Value_Change = 13.8 TMAX_Change = -3.4 Observation = 59 Value_Change = 3.6 TMAX_Change = 0 Observation = 58 Value_Change = -47 TMAX_Change = 4.2 Observation = 57 Value_Change = -26 TMAX_Change = -3.6 Observation = 56 Value_Change = -46 TMAX_Change = -3.2 Observation = 55 Value_Change = 8.6 TMAX_Change = 0 Observation = 54 Value_Change = -11 TMAX_Change = 0.4 Observation = 53 Value_Change = -36.2 TMAX_Change = 0.2 Observation = 52 Value_Change = -22.6 TMAX_Change = 3.2 Observation = 51 Value_Change = 5.4 TMAX_Change = 1.6 Observation = 50 Value_Change = 5.6 TMAX_Change = 0 Observation = 49 Value_Change = -10 TMAX_Change = 1.4 Observation = 48 Value_Change = 43.6 TMAX_Change = -0.8 Observation = 47 Value_Change = -15.4 TMAX_Change = -1.4 Observation = 46 Value_Change = 12.4 TMAX_Change = 4.2 Observation = 45 Value_Change = -35 TMAX_Change = 0 Observation = 44 Value_Change = -24.4 TMAX_Change = 2.4 Observation = 43 Value_Change = 31.8 TMAX_Change = -2 Observation = 42 Value_Change = 7.4 TMAX_Change = -3 Observation = 41 Value_Change = 13.6 TMAX_Change = 4.4 Observation = 40 Value_Change = -11.2 TMAX_Change = 0.6 Observation = 39 Value_Change = 1 TMAX_Change = 1.4 Observation = 38 Value_Change = 75 TMAX_Change = 5 Observation = 37 Value_Change = 114.2 TMAX_Change = -7 Observation = 36 Value_Change = 22.6 TMAX_Change = 0 Observation = 35 Value_Change = 48 TMAX_Change = 1.8 Observation = 34 Value_Change = -22.2 TMAX_Change = 0 Observation = 33 Value_Change = -30.6 TMAX_Change = -0.6 Observation = 32 Value_Change = -7.2 TMAX_Change = 0 Observation = 31 Value_Change = -43 TMAX_Change = 1 Observation = 30 Value_Change = -22 TMAX_Change = 10.2 Observation = 29 Value_Change = -1.6 TMAX_Change = -3 Observation = 28 Value_Change = -1.4 TMAX_Change = -1.2 Observation = 27 Value_Change = 17.2 TMAX_Change = -1.6 Observation = 26 Value_Change = 20.8 TMAX_Change = 0 Observation = 25 Value_Change = -47.4 TMAX_Change = 2.2 Observation = 24 Value_Change = -4.2 TMAX_Change = 0 Observation = 23 Value_Change = -29.6 TMAX_Change = -0.4 Observation = 22 Value_Change = -35.6 TMAX_Change = 1.8 Observation = 21 Value_Change = -26.8 TMAX_Change = 1.6 Observation = 20 Value_Change = -69 TMAX_Change = -2.4 Observation = 19 Value_Change = 69 TMAX_Change = 0 Observation = 18 Value_Change = -3.6 TMAX_Change = 0.4 Observation = 17 Value_Change = 6.8 TMAX_Change = 0.6 Observation = 16 Value_Change = -12.6 TMAX_Change = 3.8 Observation = 15 Value_Change = -10.4 TMAX_Change = -2.4 Observation = 14 Value_Change = 4.4 TMAX_Change = -0.8 Observation = 13 Value_Change = 140.4 TMAX_Change = -4 Observation = 12 Value_Change = -69.4 TMAX_Change = 9.6 Observation = 11 Value_Change = -19 TMAX_Change = -2.6 Observation = 10 Value_Change = -26.4 TMAX_Change = -1.4 Observation = 9 Value_Change = -10.8 TMAX_Change = 1.2 Observation = 8 Value_Change = -34.2 TMAX_Change = -3.4 Observation = 7 Value_Change = 43 TMAX_Change = -4.2 Observation = 6 Value_Change = 32 TMAX_Change = 1.4 Observation = 5 Value_Change = 78.4 TMAX_Change = -3.8 Observation = 4 Value_Change = 20.2 TMAX_Change = 0 Observation = 3 Value_Change = 3.6 TMAX_Change = -0.4 Observation = 2 Value_Change = 12.2 TMAX_Change = 2.8 Observation = 1

Created:         Monday, May 11, 2020

CORRELATION MATRIX TO GET TOP PREDICTORS FOR CHEMICAL TOTALS

The CORR Procedure
9 Variables: Value_Change Unemployment_Change Pop_Density_Change CLDD_Change HTDD_Change PRCP_Change TAVG_Change TMIN_Change TMAX_Change
Pearson Correlation Coefficients, N = 91
Prob > |r| under H0: Rho=0
Value_Change
Value_Change
1.00000
 
CLDD_Change
-0.27812
0.0076
TMAX_Change
-0.25143
0.0162
Unemployment_Change
Unemployment_Change
1.00000
 
PRCP_Change
-0.37671
0.0002
TMAX_Change
0.34845
0.0007
Pop_Density_Change
Pop_Density_Change
1.00000
 
PRCP_Change
0.26684
0.0106
HTDD_Change
-0.25081
0.0165
CLDD_Change
CLDD_Change
1.00000
 
TAVG_Change
0.89462
<.0001
TMAX_Change
0.75136
<.0001
HTDD_Change
HTDD_Change
1.00000
 
TAVG_Change
-0.28715
0.0058
Pop_Density_Change
-0.25081
0.0165
PRCP_Change
PRCP_Change
1.00000
 
Unemployment_Change
-0.37671
0.0002
TMAX_Change
-0.26817
0.0102
TAVG_Change
TAVG_Change
1.00000
 
CLDD_Change
0.89462
<.0001
TMIN_Change
0.84319
<.0001
TMIN_Change
TMIN_Change
1.00000
 
TAVG_Change
0.84319
<.0001
CLDD_Change
0.71489
<.0001
TMAX_Change
TMAX_Change
1.00000
 
TAVG_Change
0.75137
<.0001
CLDD_Change
0.75136
<.0001

Created:         Monday, May 11, 2020

LINEAR REGRESSION MODEL WITH USING TOP PREDICTIVE VARIABLES FOR CHEMICAL TOTALS

The GLM Procedure
Number of Observations Read 91
Number of Observations Used 91

Created:         Monday, May 11, 2020


LINEAR REGRESSION MODEL WITH USING TOP PREDICTIVE VARIABLES FOR CHEMICAL TOTALS

The GLM Procedure

Dependent Variable: Value_Change   
Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 1750.8529 875.4264 0.67 0.5153
Error 88 115316.7454 1310.4176    
Corrected Total 90 117067.5982      
R-Square Coeff Var Root MSE Value_Change Mean
0.014956 -2256.282 36.19969 -1.604396
Source DF Type I SS Mean Square F Value Pr > F
Pop_Density_Change 1 99.345354 99.345354 0.08 0.7837
Unemployment_Change 1 1651.507513 1651.507513 1.26 0.2646
Source DF Type III SS Mean Square F Value Pr > F
Pop_Density_Change 1 66.274267 66.274267 0.05 0.8226
Unemployment_Change 1 1651.507513 1651.507513 1.26 0.2646
Parameter Estimate Standard
Error		 t Value Pr > |t|
Intercept -40.79862847 35.41884277 -1.15 0.2525
Pop_Density_Change -0.16721606 0.74355031 -0.22 0.8226
Unemployment_Change -0.75294009 0.67069489 -1.12 0.2646
img16.png

Created:         Monday, May 11, 2020

MAP SHOWING PERCENTAGE CHANGE IN VALUE OF AG SERVICES BETWEEN 2012 AND 2017 ACROSS NORTH CAROLINA

img27.png

Created:         Monday, May 11, 2020

CORRELATION AND SCATTER PLOTS FOR AG SERVICES

The CORR Procedure
1 With Variables: Value_Change
8 Variables: Unemployment_Change Pop_Density_Change CLDD_Change HTDD_Change PRCP_Change TAVG_Change TMIN_Change TMAX_Change
Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
Value_Change 96 93.90833 587.26256 9015 -99.00000 4500
Unemployment_Change 96 -52.52917 5.73968 -5043 -66.00000 -35.00000
Pop_Density_Change 96 1.68333 5.10229 161.60000 -7.40000 16.80000
CLDD_Change 96 2.71250 15.39706 260.40000 -28.20000 86.20000
HTDD_Change 96 0.56250 10.05795 54.00000 -20.20000 51.40000
PRCP_Change 96 8.33542 16.19191 800.20000 -30.40000 45.60000
TAVG_Change 96 0.65208 3.70505 62.60000 -8.80000 15.40000
TMIN_Change 96 2.62917 8.12782 252.40000 -22.20000 31.80000
TMAX_Change 96 0.04167 2.88939 4.00000 -7.00000 10.20000
Pearson Correlation Coefficients, N = 96
Prob > |r| under H0: Rho=0
Value_Change
TMAX_Change
-0.31322
0.0019
Unemployment_Change
-0.24536
0.0160
TAVG_Change
-0.19937
0.0515
CLDD_Change
-0.19548
0.0563
PRCP_Change
0.15927
0.1212
Pop_Density_Change
-0.06294
0.5424
HTDD_Change
-0.05416
0.6002
TMIN_Change
-0.04606
0.6559

Created:         Monday, May 11, 2020


CORRELATION AND SCATTER PLOTS FOR AG SERVICES

The CORR Procedure
img8.png Value_Change = 66.2 Unemployment_Change = -58 Observation = 96 Value_Change = -42.4 Unemployment_Change = -57.6 Observation = 95 Value_Change = -52.8 Unemployment_Change = -44.6 Observation = 94 Value_Change = -73 Unemployment_Change = -59.6 Observation = 93 Value_Change = -41.4 Unemployment_Change = -41.2 Observation = 92 Value_Change = 114.4 Unemployment_Change = -46 Observation = 91 Value_Change = -60.8 Unemployment_Change = -57.6 Observation = 90 Value_Change = 567.8 Unemployment_Change = -45.2 Observation = 89 Value_Change = 168.8 Unemployment_Change = -45 Observation = 88 Value_Change = -53.8 Unemployment_Change = -54 Observation = 87 Value_Change = -80 Unemployment_Change = -49.4 Observation = 86 Value_Change = -88.4 Unemployment_Change = -44.2 Observation = 85 Value_Change = 130.4 Unemployment_Change = -50.6 Observation = 84 Value_Change = -61.4 Unemployment_Change = -66 Observation = 83 Value_Change = -65.8 Unemployment_Change = -57.2 Observation = 82 Value_Change = 243.6 Unemployment_Change = -54.8 Observation = 81 Value_Change = -59.4 Unemployment_Change = -58.6 Observation = 80 Value_Change = -59 Unemployment_Change = -55.8 Observation = 79 Value_Change = -66 Unemployment_Change = -49.4 Observation = 78 Value_Change = 46.6 Unemployment_Change = -54.6 Observation = 77 Value_Change = 18.2 Unemployment_Change = -56.8 Observation = 76 Value_Change = 52 Unemployment_Change = -54.8 Observation = 75 Value_Change = -92.8 Unemployment_Change = -50.8 Observation = 74 Value_Change = -46.2 Unemployment_Change = -55.2 Observation = 73 Value_Change = -24.2 Unemployment_Change = -56.6 Observation = 72 Value_Change = 972.8 Unemployment_Change = -51.8 Observation = 71 Value_Change = -75.6 Unemployment_Change = -47.2 Observation = 70 Value_Change = -45.8 Unemployment_Change = -58.2 Observation = 69 Value_Change = -77.2 Unemployment_Change = -55.8 Observation = 68 Value_Change = -97.8 Unemployment_Change = -45 Observation = 67 Value_Change = -99 Unemployment_Change = -48.8 Observation = 66 Value_Change = 29.6 Unemployment_Change = -39.4 Observation = 65 Value_Change = -91 Unemployment_Change = -35 Observation = 64 Value_Change = 8.4 Unemployment_Change = -46 Observation = 63 Value_Change = -75.6 Unemployment_Change = -47.8 Observation = 62 Value_Change = 18.6 Unemployment_Change = -50 Observation = 61 Value_Change = -69.8 Unemployment_Change = -57.6 Observation = 60 Value_Change = 408.4 Unemployment_Change = -57.4 Observation = 59 Value_Change = -44.4 Unemployment_Change = -50.6 Observation = 58 Value_Change = 3325 Unemployment_Change = -63 Observation = 57 Value_Change = -70.6 Unemployment_Change = -53.4 Observation = 56 Value_Change = 166.6 Unemployment_Change = -57.2 Observation = 55 Value_Change = 118.2 Unemployment_Change = -56.6 Observation = 54 Value_Change = 17 Unemployment_Change = -58.4 Observation = 53 Value_Change = -89.2 Unemployment_Change = -55.2 Observation = 52 Value_Change = -69 Unemployment_Change = -55.2 Observation = 51 Value_Change = -78.4 Unemployment_Change = -55.6 Observation = 50 Value_Change = -21.4 Unemployment_Change = -51.2 Observation = 49 Value_Change = 266.6 Unemployment_Change = -55.6 Observation = 48 Value_Change = -44.4 Unemployment_Change = -57.6 Observation = 47 Value_Change = -11 Unemployment_Change = -37.4 Observation = 46 Value_Change = 4.4 Unemployment_Change = -46.8 Observation = 45 Value_Change = 45.2 Unemployment_Change = -47.2 Observation = 44 Value_Change = -52.2 Unemployment_Change = -49.4 Observation = 43 Value_Change = 319.4 Unemployment_Change = -56 Observation = 42 Value_Change = -16.2 Unemployment_Change = -51.8 Observation = 41 Value_Change = -27 Unemployment_Change = -46.6 Observation = 40 Value_Change = 17 Unemployment_Change = -50.6 Observation = 39 Value_Change = 0.4 Unemployment_Change = -52.6 Observation = 38 Value_Change = 4500 Unemployment_Change = -61.6 Observation = 37 Value_Change = -90.4 Unemployment_Change = -42.8 Observation = 36 Value_Change = 17 Unemployment_Change = -56.2 Observation = 35 Value_Change = -36 Unemployment_Change = -52.6 Observation = 34 Value_Change = 73.6 Unemployment_Change = -51.6 Observation = 33 Value_Change = -86.4 Unemployment_Change = -46.8 Observation = 32 Value_Change = -21.2 Unemployment_Change = -46 Observation = 31 Value_Change = -74.2 Unemployment_Change = -47.2 Observation = 30 Value_Change = -25 Unemployment_Change = -57.2 Observation = 29 Value_Change = -44.2 Unemployment_Change = -55.6 Observation = 28 Value_Change = -96.2 Unemployment_Change = -52.4 Observation = 27 Value_Change = -96.6 Unemployment_Change = -49.4 Observation = 26 Value_Change = -0.4 Unemployment_Change = -45.8 Observation = 25 Value_Change = -70 Unemployment_Change = -51.6 Observation = 24 Value_Change = -80.6 Unemployment_Change = -56 Observation = 23 Value_Change = -55.4 Unemployment_Change = -58.2 Observation = 22 Value_Change = -95.2 Unemployment_Change = -52.2 Observation = 21 Value_Change = 43 Unemployment_Change = -55.4 Observation = 20 Value_Change = 10.4 Unemployment_Change = -51.2 Observation = 19 Value_Change = -8.6 Unemployment_Change = -59.4 Observation = 18 Value_Change = 148 Unemployment_Change = -55.6 Observation = 17 Value_Change = 325 Unemployment_Change = -50.6 Observation = 16 Value_Change = -94.6 Unemployment_Change = -45.6 Observation = 15 Value_Change = 240 Unemployment_Change = -62 Observation = 14 Value_Change = -15.6 Unemployment_Change = -54.4 Observation = 13 Value_Change = -91.2 Unemployment_Change = -57.2 Observation = 12 Value_Change = 247.8 Unemployment_Change = -52.8 Observation = 11 Value_Change = -56.2 Unemployment_Change = -50 Observation = 10 Value_Change = -70.4 Unemployment_Change = -54.4 Observation = 9 Value_Change = -91 Unemployment_Change = -48.2 Observation = 8 Value_Change = -77 Unemployment_Change = -52.8 Observation = 7 Value_Change = -40.2 Unemployment_Change = -59.4 Observation = 6 Value_Change = -60.2 Unemployment_Change = -60.6 Observation = 5 Value_Change = -73 Unemployment_Change = -53.2 Observation = 4 Value_Change = 8 Unemployment_Change = -52 Observation = 3 Value_Change = -53.6 Unemployment_Change = -62.6 Observation = 2 Value_Change = 3.2 Unemployment_Change = -50.6 Observation = 1
img9.png Value_Change = 66.2 Pop_Density_Change = 0.4 Observation = 96 Value_Change = -42.4 Pop_Density_Change = -1.4 Observation = 95 Value_Change = -52.8 Pop_Density_Change = 0.2 Observation = 94 Value_Change = -73 Pop_Density_Change = -0.6 Observation = 93 Value_Change = -41.4 Pop_Density_Change = -1 Observation = 92 Value_Change = 114.4 Pop_Density_Change = 5.8 Observation = 91 Value_Change = -60.8 Pop_Density_Change = -5.2 Observation = 90 Value_Change = 567.8 Pop_Density_Change = -4.2 Observation = 89 Value_Change = 168.8 Pop_Density_Change = 12.6 Observation = 88 Value_Change = -53.8 Pop_Density_Change = -1.8 Observation = 87 Value_Change = -80 Pop_Density_Change = 11.2 Observation = 86 Value_Change = -88.4 Pop_Density_Change = 1.4 Observation = 85 Value_Change = 130.4 Pop_Density_Change = 3 Observation = 84 Value_Change = -61.4 Pop_Density_Change = 1.6 Observation = 83 Value_Change = -65.8 Pop_Density_Change = -1.6 Observation = 82 Value_Change = 243.6 Pop_Density_Change = -2.2 Observation = 81 Value_Change = -59.4 Pop_Density_Change = 1.6 Observation = 80 Value_Change = -59 Pop_Density_Change = -2.6 Observation = 79 Value_Change = -66 Pop_Density_Change = -0.4 Observation = 78 Value_Change = 46.6 Pop_Density_Change = -1 Observation = 77 Value_Change = 18.2 Pop_Density_Change = 2.2 Observation = 76 Value_Change = 52 Pop_Density_Change = -2 Observation = 75 Value_Change = -92.8 Pop_Density_Change = -2.2 Observation = 74 Value_Change = -46.2 Pop_Density_Change = -3.4 Observation = 73 Value_Change = -24.2 Pop_Density_Change = 0.6 Observation = 72 Value_Change = 972.8 Pop_Density_Change = 1.4 Observation = 71 Value_Change = -75.6 Pop_Density_Change = 3.2 Observation = 70 Value_Change = -45.8 Pop_Density_Change = 0.6 Observation = 69 Value_Change = -77.2 Pop_Density_Change = 13.2 Observation = 68 Value_Change = -97.8 Pop_Density_Change = -2.2 Observation = 67 Value_Change = -99 Pop_Density_Change = -2.8 Observation = 66 Value_Change = 29.6 Pop_Density_Change = 4.4 Observation = 65 Value_Change = -91 Pop_Density_Change = 2.2 Observation = 64 Value_Change = 8.4 Pop_Density_Change = -6.4 Observation = 63 Value_Change = -75.6 Pop_Density_Change = -1.2 Observation = 62 Value_Change = 18.6 Pop_Density_Change = 7.8 Observation = 61 Value_Change = -69.8 Pop_Density_Change = -0.6 Observation = 60 Value_Change = 408.4 Pop_Density_Change = -2.2 Observation = 59 Value_Change = -44.4 Pop_Density_Change = 11.4 Observation = 58 Value_Change = 3325 Pop_Density_Change = 0.4 Observation = 57 Value_Change = -70.6 Pop_Density_Change = -4.4 Observation = 56 Value_Change = 166.6 Pop_Density_Change = 3.4 Observation = 55 Value_Change = 118.2 Pop_Density_Change = 2.4 Observation = 54 Value_Change = 17 Pop_Density_Change = 4.6 Observation = 53 Value_Change = -89.2 Pop_Density_Change = -4.2 Observation = 52 Value_Change = -69 Pop_Density_Change = 2.2 Observation = 51 Value_Change = -78.4 Pop_Density_Change = -4.6 Observation = 50 Value_Change = -21.4 Pop_Density_Change = 12.6 Observation = 49 Value_Change = 266.6 Pop_Density_Change = 6.4 Observation = 48 Value_Change = -44.4 Pop_Density_Change = 8 Observation = 47 Value_Change = -11 Pop_Density_Change = -7.4 Observation = 46 Value_Change = 4.4 Pop_Density_Change = 7.2 Observation = 45 Value_Change = 45.2 Pop_Density_Change = -2.8 Observation = 44 Value_Change = -52.2 Pop_Density_Change = 7.2 Observation = 43 Value_Change = 319.4 Pop_Density_Change = 4 Observation = 42 Value_Change = -16.2 Pop_Density_Change = 8.2 Observation = 41 Value_Change = -27 Pop_Density_Change = -4.6 Observation = 40 Value_Change = 17 Pop_Density_Change = 5.8 Observation = 39 Value_Change = 0.4 Pop_Density_Change = 3.2 Observation = 38 Value_Change = 4500 Pop_Density_Change = -2 Observation = 37 Value_Change = -90.4 Pop_Density_Change = -3.2 Observation = 36 Value_Change = 17 Pop_Density_Change = 5.8 Observation = 35 Value_Change = -36 Pop_Density_Change = 7.6 Observation = 34 Value_Change = 73.6 Pop_Density_Change = 5 Observation = 33 Value_Change = -86.4 Pop_Density_Change = -5.2 Observation = 32 Value_Change = -21.2 Pop_Density_Change = 10.4 Observation = 31 Value_Change = -74.2 Pop_Density_Change = -1 Observation = 30 Value_Change = -25 Pop_Density_Change = 2.6 Observation = 29 Value_Change = -44.2 Pop_Density_Change = 1.4 Observation = 28 Value_Change = -96.2 Pop_Density_Change = 5 Observation = 27 Value_Change = -96.6 Pop_Density_Change = 9.6 Observation = 26 Value_Change = -0.4 Pop_Density_Change = 0.4 Observation = 25 Value_Change = -70 Pop_Density_Change = -2.4 Observation = 24 Value_Change = -80.6 Pop_Density_Change = -2.6 Observation = 23 Value_Change = -55.4 Pop_Density_Change = 0 Observation = 22 Value_Change = -95.2 Pop_Density_Change = -4.4 Observation = 21 Value_Change = 43 Pop_Density_Change = 3.6 Observation = 20 Value_Change = 10.4 Pop_Density_Change = 10.4 Observation = 19 Value_Change = -8.6 Pop_Density_Change = 2 Observation = 18 Value_Change = 148 Pop_Density_Change = -1.8 Observation = 17 Value_Change = 325 Pop_Density_Change = 1.8 Observation = 16 Value_Change = -94.6 Pop_Density_Change = 5.6 Observation = 15 Value_Change = 240 Pop_Density_Change = -0.2 Observation = 14 Value_Change = -15.6 Pop_Density_Change = 12.2 Observation = 13 Value_Change = -91.2 Pop_Density_Change = 0.2 Observation = 12 Value_Change = 247.8 Pop_Density_Change = 5.6 Observation = 11 Value_Change = -56.2 Pop_Density_Change = 16.8 Observation = 10 Value_Change = -70.4 Pop_Density_Change = -4 Observation = 9 Value_Change = -91 Pop_Density_Change = -6 Observation = 8 Value_Change = -77 Pop_Density_Change = -0.8 Observation = 7 Value_Change = -40.2 Pop_Density_Change = -0.4 Observation = 6 Value_Change = -60.2 Pop_Density_Change = -0.4 Observation = 5 Value_Change = -73 Pop_Density_Change = -5.4 Observation = 4 Value_Change = 8 Pop_Density_Change = 0.8 Observation = 3 Value_Change = -53.6 Pop_Density_Change = 0.6 Observation = 2 Value_Change = 3.2 Pop_Density_Change = 6.6 Observation = 1
img10.png Value_Change = 66.2 CLDD_Change = -6.4 Observation = 96 Value_Change = -42.4 CLDD_Change = -10.6 Observation = 95 Value_Change = -52.8 CLDD_Change = 21 Observation = 94 Value_Change = -73 CLDD_Change = -19 Observation = 93 Value_Change = -41.4 CLDD_Change = 8.4 Observation = 92 Value_Change = 114.4 CLDD_Change = -28.2 Observation = 91 Value_Change = -60.8 CLDD_Change = 7.2 Observation = 90 Value_Change = 567.8 CLDD_Change = 0 Observation = 89 Value_Change = 168.8 CLDD_Change = -4.4 Observation = 88 Value_Change = -53.8 CLDD_Change = 13.2 Observation = 87 Value_Change = -80 CLDD_Change = 4.8 Observation = 86 Value_Change = -88.4 CLDD_Change = 34 Observation = 85 Value_Change = 130.4 CLDD_Change = -7 Observation = 84 Value_Change = -61.4 CLDD_Change = -2.6 Observation = 83 Value_Change = -65.8 CLDD_Change = -9 Observation = 82 Value_Change = 243.6 CLDD_Change = -11.6 Observation = 81 Value_Change = -59.4 CLDD_Change = 0 Observation = 80 Value_Change = -59 CLDD_Change = -15.4 Observation = 79 Value_Change = -66 CLDD_Change = 8.6 Observation = 78 Value_Change = 46.6 CLDD_Change = -3.4 Observation = 77 Value_Change = 18.2 CLDD_Change = -0.8 Observation = 76 Value_Change = 52 CLDD_Change = -0.2 Observation = 75 Value_Change = -92.8 CLDD_Change = -18.8 Observation = 74 Value_Change = -46.2 CLDD_Change = 6 Observation = 73 Value_Change = -24.2 CLDD_Change = -11 Observation = 72 Value_Change = 972.8 CLDD_Change = 0.8 Observation = 71 Value_Change = -75.6 CLDD_Change = 10.6 Observation = 70 Value_Change = -45.8 CLDD_Change = 24 Observation = 69 Value_Change = -77.2 CLDD_Change = 7.4 Observation = 68 Value_Change = -97.8 CLDD_Change = -11.8 Observation = 67 Value_Change = -99 CLDD_Change = 17.6 Observation = 66 Value_Change = 29.6 CLDD_Change = 6.4 Observation = 65 Value_Change = -91 CLDD_Change = 7.2 Observation = 64 Value_Change = 8.4 CLDD_Change = 9.8 Observation = 63 Value_Change = -75.6 CLDD_Change = -5.4 Observation = 62 Value_Change = 18.6 CLDD_Change = 0 Observation = 61 Value_Change = -69.8 CLDD_Change = 17 Observation = 60 Value_Change = 408.4 CLDD_Change = 4.2 Observation = 59 Value_Change = -44.4 CLDD_Change = 6.4 Observation = 58 Value_Change = 3325 CLDD_Change = -9.6 Observation = 57 Value_Change = -70.6 CLDD_Change = 8.8 Observation = 56 Value_Change = 166.6 CLDD_Change = 24.2 Observation = 55 Value_Change = 118.2 CLDD_Change = 3 Observation = 54 Value_Change = 17 CLDD_Change = 8.6 Observation = 53 Value_Change = -89.2 CLDD_Change = 9 Observation = 52 Value_Change = -69 CLDD_Change = 10.2 Observation = 51 Value_Change = -78.4 CLDD_Change = 0 Observation = 50 Value_Change = -21.4 CLDD_Change = 19.8 Observation = 49 Value_Change = 266.6 CLDD_Change = -5 Observation = 48 Value_Change = -44.4 CLDD_Change = 3.8 Observation = 47 Value_Change = -11 CLDD_Change = 18.2 Observation = 46 Value_Change = 4.4 CLDD_Change = 0 Observation = 45 Value_Change = 45.2 CLDD_Change = 3 Observation = 44 Value_Change = -52.2 CLDD_Change = -4.4 Observation = 43 Value_Change = 319.4 CLDD_Change = -16.2 Observation = 42 Value_Change = -16.2 CLDD_Change = 19.8 Observation = 41 Value_Change = -27 CLDD_Change = 18.2 Observation = 40 Value_Change = 17 CLDD_Change = -0.6 Observation = 39 Value_Change = 0.4 CLDD_Change = 3.8 Observation = 38 Value_Change = 4500 CLDD_Change = -26 Observation = 37 Value_Change = -90.4 CLDD_Change = 0 Observation = 36 Value_Change = 17 CLDD_Change = 4.4 Observation = 35 Value_Change = -36 CLDD_Change = 0 Observation = 34 Value_Change = 73.6 CLDD_Change = -5 Observation = 33 Value_Change = -86.4 CLDD_Change = 5 Observation = 32 Value_Change = -21.2 CLDD_Change = -0.8 Observation = 31 Value_Change = -74.2 CLDD_Change = 46.2 Observation = 30 Value_Change = -25 CLDD_Change = -21.8 Observation = 29 Value_Change = -44.2 CLDD_Change = -4.2 Observation = 28 Value_Change = -96.2 CLDD_Change = -2 Observation = 27 Value_Change = -96.6 CLDD_Change = 0 Observation = 26 Value_Change = -0.4 CLDD_Change = 13.6 Observation = 25 Value_Change = -70 CLDD_Change = 5 Observation = 24 Value_Change = -80.6 CLDD_Change = 3.8 Observation = 23 Value_Change = -55.4 CLDD_Change = 5.2 Observation = 22 Value_Change = -95.2 CLDD_Change = 9.2 Observation = 21 Value_Change = 43 CLDD_Change = -25.6 Observation = 20 Value_Change = 10.4 CLDD_Change = 0 Observation = 19 Value_Change = -8.6 CLDD_Change = 2.4 Observation = 18 Value_Change = 148 CLDD_Change = -0.8 Observation = 17 Value_Change = 325 CLDD_Change = 20.2 Observation = 16 Value_Change = -94.6 CLDD_Change = 22 Observation = 15 Value_Change = 240 CLDD_Change = -0.2 Observation = 14 Value_Change = -15.6 CLDD_Change = 6.2 Observation = 13 Value_Change = -91.2 CLDD_Change = -11 Observation = 12 Value_Change = 247.8 CLDD_Change = 86.2 Observation = 11 Value_Change = -56.2 CLDD_Change = 2.6 Observation = 10 Value_Change = -70.4 CLDD_Change = 3.6 Observation = 9 Value_Change = -91 CLDD_Change = 17.2 Observation = 8 Value_Change = -77 CLDD_Change = -7.8 Observation = 7 Value_Change = -40.2 CLDD_Change = -19.6 Observation = 6 Value_Change = -60.2 CLDD_Change = -17 Observation = 5 Value_Change = -73 CLDD_Change = -13.6 Observation = 4 Value_Change = 8 CLDD_Change = 0 Observation = 3 Value_Change = -53.6 CLDD_Change = -10.6 Observation = 2 Value_Change = 3.2 CLDD_Change = 10 Observation = 1
img11.png Value_Change = 66.2 HTDD_Change = -3.8 Observation = 96 Value_Change = -42.4 HTDD_Change = -2.4 Observation = 95 Value_Change = -52.8 HTDD_Change = -2.6 Observation = 94 Value_Change = -73 HTDD_Change = -5.8 Observation = 93 Value_Change = -41.4 HTDD_Change = -0.8 Observation = 92 Value_Change = 114.4 HTDD_Change = -4.8 Observation = 91 Value_Change = -60.8 HTDD_Change = 3 Observation = 90 Value_Change = 567.8 HTDD_Change = 0 Observation = 89 Value_Change = 168.8 HTDD_Change = 1.2 Observation = 88 Value_Change = -53.8 HTDD_Change = -3 Observation = 87 Value_Change = -80 HTDD_Change = -6.2 Observation = 86 Value_Change = -88.4 HTDD_Change = -1.4 Observation = 85 Value_Change = 130.4 HTDD_Change = -8.2 Observation = 84 Value_Change = -61.4 HTDD_Change = 3.6 Observation = 83 Value_Change = -65.8 HTDD_Change = -3.4 Observation = 82 Value_Change = 243.6 HTDD_Change = 10 Observation = 81 Value_Change = -59.4 HTDD_Change = 1.8 Observation = 80 Value_Change = -59 HTDD_Change = -3.6 Observation = 79 Value_Change = -66 HTDD_Change = -10.4 Observation = 78 Value_Change = 46.6 HTDD_Change = -4.8 Observation = 77 Value_Change = 18.2 HTDD_Change = -1.8 Observation = 76 Value_Change = 52 HTDD_Change = -5.2 Observation = 75 Value_Change = -92.8 HTDD_Change = 24.8 Observation = 74 Value_Change = -46.2 HTDD_Change = 0.2 Observation = 73 Value_Change = -24.2 HTDD_Change = 6 Observation = 72 Value_Change = 972.8 HTDD_Change = -19.6 Observation = 71 Value_Change = -75.6 HTDD_Change = 0.2 Observation = 70 Value_Change = -45.8 HTDD_Change = 12.8 Observation = 69 Value_Change = -77.2 HTDD_Change = 1 Observation = 68 Value_Change = -97.8 HTDD_Change = 11.4 Observation = 67 Value_Change = -99 HTDD_Change = -2.4 Observation = 66 Value_Change = 29.6 HTDD_Change = -3.8 Observation = 65 Value_Change = -91 HTDD_Change = 0 Observation = 64 Value_Change = 8.4 HTDD_Change = -2.6 Observation = 63 Value_Change = -75.6 HTDD_Change = 11.2 Observation = 62 Value_Change = 18.6 HTDD_Change = 0 Observation = 61 Value_Change = -69.8 HTDD_Change = -9.2 Observation = 60 Value_Change = 408.4 HTDD_Change = 51.4 Observation = 59 Value_Change = -44.4 HTDD_Change = -8 Observation = 58 Value_Change = 3325 HTDD_Change = 2.2 Observation = 57 Value_Change = -70.6 HTDD_Change = 4.6 Observation = 56 Value_Change = 166.6 HTDD_Change = -10.8 Observation = 55 Value_Change = 118.2 HTDD_Change = -5.2 Observation = 54 Value_Change = 17 HTDD_Change = -3.4 Observation = 53 Value_Change = -89.2 HTDD_Change = 17 Observation = 52 Value_Change = -69 HTDD_Change = -5 Observation = 51 Value_Change = -78.4 HTDD_Change = 0 Observation = 50 Value_Change = -21.4 HTDD_Change = -4.8 Observation = 49 Value_Change = 266.6 HTDD_Change = -4 Observation = 48 Value_Change = -44.4 HTDD_Change = -4.2 Observation = 47 Value_Change = -11 HTDD_Change = 13.6 Observation = 46 Value_Change = 4.4 HTDD_Change = 4.6 Observation = 45 Value_Change = 45.2 HTDD_Change = 1.8 Observation = 44 Value_Change = -52.2 HTDD_Change = -1.6 Observation = 43 Value_Change = 319.4 HTDD_Change = 4 Observation = 42 Value_Change = -16.2 HTDD_Change = -2.8 Observation = 41 Value_Change = -27 HTDD_Change = -12.6 Observation = 40 Value_Change = 17 HTDD_Change = -6.8 Observation = 39 Value_Change = 0.4 HTDD_Change = -5.8 Observation = 38 Value_Change = 4500 HTDD_Change = -3.4 Observation = 37 Value_Change = -90.4 HTDD_Change = 0 Observation = 36 Value_Change = 17 HTDD_Change = -8.6 Observation = 35 Value_Change = -36 HTDD_Change = 0 Observation = 34 Value_Change = 73.6 HTDD_Change = -2.6 Observation = 33 Value_Change = -86.4 HTDD_Change = 12.4 Observation = 32 Value_Change = -21.2 HTDD_Change = -8 Observation = 31 Value_Change = -74.2 HTDD_Change = 0 Observation = 30 Value_Change = -25 HTDD_Change = 20.2 Observation = 29 Value_Change = -44.2 HTDD_Change = 4.4 Observation = 28 Value_Change = -96.2 HTDD_Change = 24.4 Observation = 27 Value_Change = -96.6 HTDD_Change = 0 Observation = 26 Value_Change = -0.4 HTDD_Change = 4.6 Observation = 25 Value_Change = -70 HTDD_Change = 0.8 Observation = 24 Value_Change = -80.6 HTDD_Change = -10.8 Observation = 23 Value_Change = -55.4 HTDD_Change = 6 Observation = 22 Value_Change = -95.2 HTDD_Change = 4.6 Observation = 21 Value_Change = 43 HTDD_Change = 5.2 Observation = 20 Value_Change = 10.4 HTDD_Change = 0.8 Observation = 19 Value_Change = -8.6 HTDD_Change = -8.4 Observation = 18 Value_Change = 148 HTDD_Change = -3 Observation = 17 Value_Change = 325 HTDD_Change = -7.8 Observation = 16 Value_Change = -94.6 HTDD_Change = -10.4 Observation = 15 Value_Change = 240 HTDD_Change = 1.8 Observation = 14 Value_Change = -15.6 HTDD_Change = -3.4 Observation = 13 Value_Change = -91.2 HTDD_Change = -5.8 Observation = 12 Value_Change = 247.8 HTDD_Change = -20.2 Observation = 11 Value_Change = -56.2 HTDD_Change = 0.6 Observation = 10 Value_Change = -70.4 HTDD_Change = 26.4 Observation = 9 Value_Change = -91 HTDD_Change = 2.4 Observation = 8 Value_Change = -77 HTDD_Change = 23.4 Observation = 7 Value_Change = -40.2 HTDD_Change = -8.4 Observation = 6 Value_Change = -60.2 HTDD_Change = -5.8 Observation = 5 Value_Change = -73 HTDD_Change = 13.2 Observation = 4 Value_Change = 8 HTDD_Change = 0 Observation = 3 Value_Change = -53.6 HTDD_Change = 5.8 Observation = 2 Value_Change = 3.2 HTDD_Change = -2 Observation = 1
img12.png Value_Change = 66.2 PRCP_Change = 10.8 Observation = 96 Value_Change = -42.4 PRCP_Change = 11.8 Observation = 95 Value_Change = -52.8 PRCP_Change = 4.6 Observation = 94 Value_Change = -73 PRCP_Change = 21.8 Observation = 93 Value_Change = -41.4 PRCP_Change = 4.8 Observation = 92 Value_Change = 114.4 PRCP_Change = 42 Observation = 91 Value_Change = -60.8 PRCP_Change = 9.2 Observation = 90 Value_Change = 567.8 PRCP_Change = -28 Observation = 89 Value_Change = 168.8 PRCP_Change = 9.2 Observation = 88 Value_Change = -53.8 PRCP_Change = -2.8 Observation = 87 Value_Change = -80 PRCP_Change = 30.6 Observation = 86 Value_Change = -88.4 PRCP_Change = -7.6 Observation = 85 Value_Change = 130.4 PRCP_Change = 12.8 Observation = 84 Value_Change = -61.4 PRCP_Change = 16.4 Observation = 83 Value_Change = -65.8 PRCP_Change = 1.6 Observation = 82 Value_Change = 243.6 PRCP_Change = 6 Observation = 81 Value_Change = -59.4 PRCP_Change = 25.2 Observation = 80 Value_Change = -59 PRCP_Change = 1.2 Observation = 79 Value_Change = -66 PRCP_Change = 4.2 Observation = 78 Value_Change = 46.6 PRCP_Change = 29.8 Observation = 77 Value_Change = 18.2 PRCP_Change = 39.2 Observation = 76 Value_Change = 52 PRCP_Change = 27 Observation = 75 Value_Change = -92.8 PRCP_Change = 4.8 Observation = 74 Value_Change = -46.2 PRCP_Change = -15.8 Observation = 73 Value_Change = -24.2 PRCP_Change = 13.2 Observation = 72 Value_Change = 972.8 PRCP_Change = 28.8 Observation = 71 Value_Change = -75.6 PRCP_Change = -20.6 Observation = 70 Value_Change = -45.8 PRCP_Change = 15.2 Observation = 69 Value_Change = -77.2 PRCP_Change = 20.8 Observation = 68 Value_Change = -97.8 PRCP_Change = -6.6 Observation = 67 Value_Change = -99 PRCP_Change = -9.2 Observation = 66 Value_Change = 29.6 PRCP_Change = 2 Observation = 65 Value_Change = -91 PRCP_Change = 20.4 Observation = 64 Value_Change = 8.4 PRCP_Change = -19.6 Observation = 63 Value_Change = -75.6 PRCP_Change = 15.6 Observation = 62 Value_Change = 18.6 PRCP_Change = -14.6 Observation = 61 Value_Change = -69.8 PRCP_Change = 15.2 Observation = 60 Value_Change = 408.4 PRCP_Change = 13.4 Observation = 59 Value_Change = -44.4 PRCP_Change = 25.4 Observation = 58 Value_Change = 3325 PRCP_Change = 34.4 Observation = 57 Value_Change = -70.6 PRCP_Change = 2.2 Observation = 56 Value_Change = 166.6 PRCP_Change = 26.4 Observation = 55 Value_Change = 118.2 PRCP_Change = 39 Observation = 54 Value_Change = 17 PRCP_Change = 15.8 Observation = 53 Value_Change = -89.2 PRCP_Change = -15.6 Observation = 52 Value_Change = -69 PRCP_Change = 3.8 Observation = 51 Value_Change = -78.4 PRCP_Change = -13.8 Observation = 50 Value_Change = -21.4 PRCP_Change = 15 Observation = 49 Value_Change = 266.6 PRCP_Change = -0.6 Observation = 48 Value_Change = -44.4 PRCP_Change = 24.4 Observation = 47 Value_Change = -11 PRCP_Change = -11.2 Observation = 46 Value_Change = 4.4 PRCP_Change = 2.4 Observation = 45 Value_Change = 45.2 PRCP_Change = 0.6 Observation = 44 Value_Change = -52.2 PRCP_Change = 31.8 Observation = 43 Value_Change = 319.4 PRCP_Change = 1 Observation = 42 Value_Change = -16.2 PRCP_Change = 10 Observation = 41 Value_Change = -27 PRCP_Change = -30.4 Observation = 40 Value_Change = 17 PRCP_Change = 10.8 Observation = 39 Value_Change = 0.4 PRCP_Change = -23.4 Observation = 38 Value_Change = 4500 PRCP_Change = 15.6 Observation = 37 Value_Change = -90.4 PRCP_Change = 0 Observation = 36 Value_Change = 17 PRCP_Change = 19.8 Observation = 35 Value_Change = -36 PRCP_Change = 20.4 Observation = 34 Value_Change = 73.6 PRCP_Change = 20.6 Observation = 33 Value_Change = -86.4 PRCP_Change = 4.8 Observation = 32 Value_Change = -21.2 PRCP_Change = 1.6 Observation = 31 Value_Change = -74.2 PRCP_Change = 10.2 Observation = 30 Value_Change = -25 PRCP_Change = 23.4 Observation = 29 Value_Change = -44.2 PRCP_Change = 0 Observation = 28 Value_Change = -96.2 PRCP_Change = -18 Observation = 27 Value_Change = -96.6 PRCP_Change = 0 Observation = 26 Value_Change = -0.4 PRCP_Change = -3.8 Observation = 25 Value_Change = -70 PRCP_Change = -5.2 Observation = 24 Value_Change = -80.6 PRCP_Change = -8 Observation = 23 Value_Change = -55.4 PRCP_Change = 9.8 Observation = 22 Value_Change = -95.2 PRCP_Change = 2.2 Observation = 21 Value_Change = 43 PRCP_Change = 24.4 Observation = 20 Value_Change = 10.4 PRCP_Change = -17.8 Observation = 19 Value_Change = -8.6 PRCP_Change = 19.2 Observation = 18 Value_Change = 148 PRCP_Change = 22.8 Observation = 17 Value_Change = 325 PRCP_Change = 5.4 Observation = 16 Value_Change = -94.6 PRCP_Change = -19.2 Observation = 15 Value_Change = 240 PRCP_Change = 19.4 Observation = 14 Value_Change = -15.6 PRCP_Change = 30.4 Observation = 13 Value_Change = -91.2 PRCP_Change = 18.6 Observation = 12 Value_Change = 247.8 PRCP_Change = 5 Observation = 11 Value_Change = -56.2 PRCP_Change = 25.2 Observation = 10 Value_Change = -70.4 PRCP_Change = 13.6 Observation = 9 Value_Change = -91 PRCP_Change = 0.6 Observation = 8 Value_Change = -77 PRCP_Change = -2.2 Observation = 7 Value_Change = -40.2 PRCP_Change = 6.2 Observation = 6 Value_Change = -60.2 PRCP_Change = 45.6 Observation = 5 Value_Change = -73 PRCP_Change = 10.2 Observation = 4 Value_Change = 8 PRCP_Change = 19.4 Observation = 3 Value_Change = -53.6 PRCP_Change = 11 Observation = 2 Value_Change = 3.2 PRCP_Change = -11.8 Observation = 1
img13.png Value_Change = 66.2 TAVG_Change = -0.2 Observation = 96 Value_Change = -42.4 TAVG_Change = -2.4 Observation = 95 Value_Change = -52.8 TAVG_Change = 4.2 Observation = 94 Value_Change = -73 TAVG_Change = -5.2 Observation = 93 Value_Change = -41.4 TAVG_Change = 2.4 Observation = 92 Value_Change = 114.4 TAVG_Change = -1.4 Observation = 91 Value_Change = -60.8 TAVG_Change = 0.4 Observation = 90 Value_Change = 567.8 TAVG_Change = 0 Observation = 89 Value_Change = 168.8 TAVG_Change = -1.4 Observation = 88 Value_Change = -53.8 TAVG_Change = 2.4 Observation = 87 Value_Change = -80 TAVG_Change = 1.2 Observation = 86 Value_Change = -88.4 TAVG_Change = 7.2 Observation = 85 Value_Change = 130.4 TAVG_Change = -1.4 Observation = 84 Value_Change = -61.4 TAVG_Change = 0.4 Observation = 83 Value_Change = -65.8 TAVG_Change = -2 Observation = 82 Value_Change = 243.6 TAVG_Change = -4.6 Observation = 81 Value_Change = -59.4 TAVG_Change = 0 Observation = 80 Value_Change = -59 TAVG_Change = -8 Observation = 79 Value_Change = -66 TAVG_Change = 2.6 Observation = 78 Value_Change = 46.6 TAVG_Change = 0 Observation = 77 Value_Change = 18.2 TAVG_Change = -0.6 Observation = 76 Value_Change = 52 TAVG_Change = 0 Observation = 75 Value_Change = -92.8 TAVG_Change = 2.2 Observation = 74 Value_Change = -46.2 TAVG_Change = 1 Observation = 73 Value_Change = -24.2 TAVG_Change = -4.6 Observation = 72 Value_Change = 972.8 TAVG_Change = 1 Observation = 71 Value_Change = -75.6 TAVG_Change = 2.4 Observation = 70 Value_Change = -45.8 TAVG_Change = 8.8 Observation = 69 Value_Change = -77.2 TAVG_Change = 1.6 Observation = 68 Value_Change = -97.8 TAVG_Change = -4.2 Observation = 67 Value_Change = -99 TAVG_Change = 3.8 Observation = 66 Value_Change = 29.6 TAVG_Change = 1.4 Observation = 65 Value_Change = -91 TAVG_Change = 1.6 Observation = 64 Value_Change = 8.4 TAVG_Change = 3 Observation = 63 Value_Change = -75.6 TAVG_Change = -2.6 Observation = 62 Value_Change = 18.6 TAVG_Change = 0 Observation = 61 Value_Change = -69.8 TAVG_Change = 5.6 Observation = 60 Value_Change = 408.4 TAVG_Change = 2 Observation = 59 Value_Change = -44.4 TAVG_Change = 2.6 Observation = 58 Value_Change = 3325 TAVG_Change = -3.4 Observation = 57 Value_Change = -70.6 TAVG_Change = 1.6 Observation = 56 Value_Change = 166.6 TAVG_Change = 6.4 Observation = 55 Value_Change = 118.2 TAVG_Change = -0.6 Observation = 54 Value_Change = 17 TAVG_Change = 1.2 Observation = 53 Value_Change = -89.2 TAVG_Change = 2.2 Observation = 52 Value_Change = -69 TAVG_Change = 2.8 Observation = 51 Value_Change = -78.4 TAVG_Change = 0 Observation = 50 Value_Change = -21.4 TAVG_Change = 3.6 Observation = 49 Value_Change = 266.6 TAVG_Change = -1 Observation = 48 Value_Change = -44.4 TAVG_Change = 0.8 Observation = 47 Value_Change = -11 TAVG_Change = 2 Observation = 46 Value_Change = 4.4 TAVG_Change = 0 Observation = 45 Value_Change = 45.2 TAVG_Change = 1.8 Observation = 44 Value_Change = -52.2 TAVG_Change = -0.6 Observation = 43 Value_Change = 319.4 TAVG_Change = -4.6 Observation = 42 Value_Change = -16.2 TAVG_Change = 3.6 Observation = 41 Value_Change = -27 TAVG_Change = 6.2 Observation = 40 Value_Change = 17 TAVG_Change = 0.2 Observation = 39 Value_Change = 0.4 TAVG_Change = 2.4 Observation = 38 Value_Change = 4500 TAVG_Change = -5.6 Observation = 37 Value_Change = -90.4 TAVG_Change = 0 Observation = 36 Value_Change = 17 TAVG_Change = 1.2 Observation = 35 Value_Change = -36 TAVG_Change = 0 Observation = 34 Value_Change = 73.6 TAVG_Change = 0 Observation = 33 Value_Change = -86.4 TAVG_Change = 0 Observation = 32 Value_Change = -21.2 TAVG_Change = 0.8 Observation = 31 Value_Change = -74.2 TAVG_Change = 11.6 Observation = 30 Value_Change = -25 TAVG_Change = -8.8 Observation = 29 Value_Change = -44.2 TAVG_Change = -1 Observation = 28 Value_Change = -96.2 TAVG_Change = -2.4 Observation = 27 Value_Change = -96.6 TAVG_Change = 0 Observation = 26 Value_Change = -0.4 TAVG_Change = 2.8 Observation = 25 Value_Change = -70 TAVG_Change = 1.6 Observation = 24 Value_Change = -80.6 TAVG_Change = 1.6 Observation = 23 Value_Change = -55.4 TAVG_Change = -1.2 Observation = 22 Value_Change = -95.2 TAVG_Change = 1.8 Observation = 21 Value_Change = 43 TAVG_Change = -6.8 Observation = 20 Value_Change = 10.4 TAVG_Change = 0 Observation = 19 Value_Change = -8.6 TAVG_Change = 1.6 Observation = 18 Value_Change = 148 TAVG_Change = 0.2 Observation = 17 Value_Change = 325 TAVG_Change = 5.2 Observation = 16 Value_Change = -94.6 TAVG_Change = 8 Observation = 15 Value_Change = 240 TAVG_Change = -1.2 Observation = 14 Value_Change = -15.6 TAVG_Change = 2 Observation = 13 Value_Change = -91.2 TAVG_Change = -2.6 Observation = 12 Value_Change = 247.8 TAVG_Change = 15.4 Observation = 11 Value_Change = -56.2 TAVG_Change = 0.2 Observation = 10 Value_Change = -70.4 TAVG_Change = 0.8 Observation = 9 Value_Change = -91 TAVG_Change = 4 Observation = 8 Value_Change = -77 TAVG_Change = -3.2 Observation = 7 Value_Change = -40.2 TAVG_Change = -1.6 Observation = 6 Value_Change = -60.2 TAVG_Change = 2 Observation = 5 Value_Change = -73 TAVG_Change = -6.2 Observation = 4 Value_Change = 8 TAVG_Change = 0 Observation = 3 Value_Change = -53.6 TAVG_Change = -3.6 Observation = 2 Value_Change = 3.2 TAVG_Change = 2.2 Observation = 1
img14.png Value_Change = 66.2 TMIN_Change = 3.6 Observation = 96 Value_Change = -42.4 TMIN_Change = -1 Observation = 95 Value_Change = -52.8 TMIN_Change = 13.8 Observation = 94 Value_Change = -73 TMIN_Change = -0.8 Observation = 93 Value_Change = -41.4 TMIN_Change = 4.2 Observation = 92 Value_Change = 114.4 TMIN_Change = 0.2 Observation = 91 Value_Change = -60.8 TMIN_Change = -1.4 Observation = 90 Value_Change = 567.8 TMIN_Change = 0 Observation = 89 Value_Change = 168.8 TMIN_Change = -1.6 Observation = 88 Value_Change = -53.8 TMIN_Change = -0.4 Observation = 87 Value_Change = -80 TMIN_Change = -1.2 Observation = 86 Value_Change = -88.4 TMIN_Change = 11 Observation = 85 Value_Change = 130.4 TMIN_Change = 8.6 Observation = 84 Value_Change = -61.4 TMIN_Change = 4.2 Observation = 83 Value_Change = -65.8 TMIN_Change = 3.6 Observation = 82 Value_Change = 243.6 TMIN_Change = -4 Observation = 81 Value_Change = -59.4 TMIN_Change = 0 Observation = 80 Value_Change = -59 TMIN_Change = -10.4 Observation = 79 Value_Change = -66 TMIN_Change = 3 Observation = 78 Value_Change = 46.6 TMIN_Change = 6.8 Observation = 77 Value_Change = 18.2 TMIN_Change = 0.6 Observation = 76 Value_Change = 52 TMIN_Change = 1.6 Observation = 75 Value_Change = -92.8 TMIN_Change = 2.4 Observation = 74 Value_Change = -46.2 TMIN_Change = 4.6 Observation = 73 Value_Change = -24.2 TMIN_Change = -10 Observation = 72 Value_Change = 972.8 TMIN_Change = 8.6 Observation = 71 Value_Change = -75.6 TMIN_Change = 4.4 Observation = 70 Value_Change = -45.8 TMIN_Change = 28.6 Observation = 69 Value_Change = -77.2 TMIN_Change = 3.4 Observation = 68 Value_Change = -97.8 TMIN_Change = -7 Observation = 67 Value_Change = -99 TMIN_Change = 7 Observation = 66 Value_Change = 29.6 TMIN_Change = 2.4 Observation = 65 Value_Change = -91 TMIN_Change = 0.4 Observation = 64 Value_Change = 8.4 TMIN_Change = 5.6 Observation = 63 Value_Change = -75.6 TMIN_Change = -0.4 Observation = 62 Value_Change = 18.6 TMIN_Change = 0 Observation = 61 Value_Change = -69.8 TMIN_Change = 8 Observation = 60 Value_Change = 408.4 TMIN_Change = 23 Observation = 59 Value_Change = -44.4 TMIN_Change = 5.6 Observation = 58 Value_Change = 3325 TMIN_Change = -4 Observation = 57 Value_Change = -70.6 TMIN_Change = 4.8 Observation = 56 Value_Change = 166.6 TMIN_Change = 27.4 Observation = 55 Value_Change = 118.2 TMIN_Change = -3.4 Observation = 54 Value_Change = 17 TMIN_Change = 4.2 Observation = 53 Value_Change = -89.2 TMIN_Change = 0.4 Observation = 52 Value_Change = -69 TMIN_Change = 6 Observation = 51 Value_Change = -78.4 TMIN_Change = 0 Observation = 50 Value_Change = -21.4 TMIN_Change = 8.8 Observation = 49 Value_Change = 266.6 TMIN_Change = -1 Observation = 48 Value_Change = -44.4 TMIN_Change = 7.2 Observation = 47 Value_Change = -11 TMIN_Change = -2.2 Observation = 46 Value_Change = 4.4 TMIN_Change = 0 Observation = 45 Value_Change = 45.2 TMIN_Change = 0.2 Observation = 44 Value_Change = -52.2 TMIN_Change = 2.8 Observation = 43 Value_Change = 319.4 TMIN_Change = -9 Observation = 42 Value_Change = -16.2 TMIN_Change = 2 Observation = 41 Value_Change = -27 TMIN_Change = 12.4 Observation = 40 Value_Change = 17 TMIN_Change = 1.4 Observation = 39 Value_Change = 0.4 TMIN_Change = -2 Observation = 38 Value_Change = 4500 TMIN_Change = -1.4 Observation = 37 Value_Change = -90.4 TMIN_Change = 0 Observation = 36 Value_Change = 17 TMIN_Change = -0.4 Observation = 35 Value_Change = -36 TMIN_Change = 0 Observation = 34 Value_Change = 73.6 TMIN_Change = 1 Observation = 33 Value_Change = -86.4 TMIN_Change = -0.2 Observation = 32 Value_Change = -21.2 TMIN_Change = 1.4 Observation = 31 Value_Change = -74.2 TMIN_Change = 15.2 Observation = 30 Value_Change = -25 TMIN_Change = -22.2 Observation = 29 Value_Change = -44.2 TMIN_Change = -0.4 Observation = 28 Value_Change = -96.2 TMIN_Change = -3.6 Observation = 27 Value_Change = -96.6 TMIN_Change = 0 Observation = 26 Value_Change = -0.4 TMIN_Change = 4.2 Observation = 25 Value_Change = -70 TMIN_Change = 4.6 Observation = 24 Value_Change = -80.6 TMIN_Change = 5.4 Observation = 23 Value_Change = -55.4 TMIN_Change = -8.8 Observation = 22 Value_Change = -95.2 TMIN_Change = 2.6 Observation = 21 Value_Change = 43 TMIN_Change = -17.2 Observation = 20 Value_Change = 10.4 TMIN_Change = 0 Observation = 19 Value_Change = -8.6 TMIN_Change = 4.2 Observation = 18 Value_Change = 148 TMIN_Change = -0.6 Observation = 17 Value_Change = 325 TMIN_Change = 15 Observation = 16 Value_Change = -94.6 TMIN_Change = 16.6 Observation = 15 Value_Change = 240 TMIN_Change = 2 Observation = 14 Value_Change = -15.6 TMIN_Change = 9 Observation = 13 Value_Change = -91.2 TMIN_Change = 0.6 Observation = 12 Value_Change = 247.8 TMIN_Change = 31.8 Observation = 11 Value_Change = -56.2 TMIN_Change = 5.2 Observation = 10 Value_Change = -70.4 TMIN_Change = 6.6 Observation = 9 Value_Change = -91 TMIN_Change = 10.4 Observation = 8 Value_Change = -77 TMIN_Change = -2.6 Observation = 7 Value_Change = -40.2 TMIN_Change = 6.2 Observation = 6 Value_Change = -60.2 TMIN_Change = 4 Observation = 5 Value_Change = -73 TMIN_Change = -10.2 Observation = 4 Value_Change = 8 TMIN_Change = 0 Observation = 3 Value_Change = -53.6 TMIN_Change = -10 Observation = 2 Value_Change = 3.2 TMIN_Change = 1 Observation = 1
img15.png Value_Change = 66.2 TMAX_Change = -1.4 Observation = 96 Value_Change = -42.4 TMAX_Change = -3 Observation = 95 Value_Change = -52.8 TMAX_Change = 0 Observation = 94 Value_Change = -73 TMAX_Change = -7 Observation = 93 Value_Change = -41.4 TMAX_Change = 1.4 Observation = 92 Value_Change = 114.4 TMAX_Change = -1.8 Observation = 91 Value_Change = -60.8 TMAX_Change = 1.2 Observation = 90 Value_Change = 567.8 TMAX_Change = -2.4 Observation = 89 Value_Change = 168.8 TMAX_Change = -1 Observation = 88 Value_Change = -53.8 TMAX_Change = 3.6 Observation = 87 Value_Change = -80 TMAX_Change = 2.4 Observation = 86 Value_Change = -88.4 TMAX_Change = 5.4 Observation = 85 Value_Change = 130.4 TMAX_Change = -4.6 Observation = 84 Value_Change = -61.4 TMAX_Change = -1 Observation = 83 Value_Change = -65.8 TMAX_Change = -3.6 Observation = 82 Value_Change = 243.6 TMAX_Change = -5.2 Observation = 81 Value_Change = -59.4 TMAX_Change = 0 Observation = 80 Value_Change = -59 TMAX_Change = 4 Observation = 79 Value_Change = -66 TMAX_Change = 2.2 Observation = 78 Value_Change = 46.6 TMAX_Change = -2.4 Observation = 77 Value_Change = 18.2 TMAX_Change = -1 Observation = 76 Value_Change = 52 TMAX_Change = -0.8 Observation = 75 Value_Change = -92.8 TMAX_Change = 3 Observation = 74 Value_Change = -46.2 TMAX_Change = -0.6 Observation = 73 Value_Change = -24.2 TMAX_Change = -2 Observation = 72 Value_Change = 972.8 TMAX_Change = -2.2 Observation = 71 Value_Change = -75.6 TMAX_Change = 1.2 Observation = 70 Value_Change = -45.8 TMAX_Change = 2.2 Observation = 69 Value_Change = -77.2 TMAX_Change = 0.6 Observation = 68 Value_Change = -97.8 TMAX_Change = -2.8 Observation = 67 Value_Change = -99 TMAX_Change = 2 Observation = 66 Value_Change = 29.6 TMAX_Change = 1 Observation = 65 Value_Change = -91 TMAX_Change = 2.2 Observation = 64 Value_Change = 8.4 TMAX_Change = 2 Observation = 63 Value_Change = -75.6 TMAX_Change = -3.4 Observation = 62 Value_Change = 18.6 TMAX_Change = 0 Observation = 61 Value_Change = -69.8 TMAX_Change = 4.2 Observation = 60 Value_Change = 408.4 TMAX_Change = -3.6 Observation = 59 Value_Change = -44.4 TMAX_Change = 1.2 Observation = 58 Value_Change = 3325 TMAX_Change = -3.2 Observation = 57 Value_Change = -70.6 TMAX_Change = 0 Observation = 56 Value_Change = 166.6 TMAX_Change = 0.4 Observation = 55 Value_Change = 118.2 TMAX_Change = 0.4 Observation = 54 Value_Change = 17 TMAX_Change = 0.2 Observation = 53 Value_Change = -89.2 TMAX_Change = 3.2 Observation = 52 Value_Change = -69 TMAX_Change = 1.6 Observation = 51 Value_Change = -78.4 TMAX_Change = 0 Observation = 50 Value_Change = -21.4 TMAX_Change = 1.4 Observation = 49 Value_Change = 266.6 TMAX_Change = -0.8 Observation = 48 Value_Change = -44.4 TMAX_Change = -1.4 Observation = 47 Value_Change = -11 TMAX_Change = 4.2 Observation = 46 Value_Change = 4.4 TMAX_Change = 0 Observation = 45 Value_Change = 45.2 TMAX_Change = 2.4 Observation = 44 Value_Change = -52.2 TMAX_Change = -2 Observation = 43 Value_Change = 319.4 TMAX_Change = -3 Observation = 42 Value_Change = -16.2 TMAX_Change = 4.4 Observation = 41 Value_Change = -27 TMAX_Change = 0.6 Observation = 40 Value_Change = 17 TMAX_Change = 1.4 Observation = 39 Value_Change = 0.4 TMAX_Change = 5 Observation = 38 Value_Change = 4500 TMAX_Change = -7 Observation = 37 Value_Change = -90.4 TMAX_Change = 0 Observation = 36 Value_Change = 17 TMAX_Change = 1.8 Observation = 35 Value_Change = -36 TMAX_Change = 0 Observation = 34 Value_Change = 73.6 TMAX_Change = -0.6 Observation = 33 Value_Change = -86.4 TMAX_Change = 0 Observation = 32 Value_Change = -21.2 TMAX_Change = 1 Observation = 31 Value_Change = -74.2 TMAX_Change = 10.2 Observation = 30 Value_Change = -25 TMAX_Change = -3 Observation = 29 Value_Change = -44.2 TMAX_Change = -1.2 Observation = 28 Value_Change = -96.2 TMAX_Change = -1.6 Observation = 27 Value_Change = -96.6 TMAX_Change = 0 Observation = 26 Value_Change = -0.4 TMAX_Change = 2.2 Observation = 25 Value_Change = -70 TMAX_Change = 0 Observation = 24 Value_Change = -80.6 TMAX_Change = -0.4 Observation = 23 Value_Change = -55.4 TMAX_Change = 1.8 Observation = 22 Value_Change = -95.2 TMAX_Change = 1.6 Observation = 21 Value_Change = 43 TMAX_Change = -2.4 Observation = 20 Value_Change = 10.4 TMAX_Change = 0 Observation = 19 Value_Change = -8.6 TMAX_Change = 0.4 Observation = 18 Value_Change = 148 TMAX_Change = 0.6 Observation = 17 Value_Change = 325 TMAX_Change = 0 Observation = 16 Value_Change = -94.6 TMAX_Change = 3.8 Observation = 15 Value_Change = 240 TMAX_Change = -2.4 Observation = 14 Value_Change = -15.6 TMAX_Change = -0.8 Observation = 13 Value_Change = -91.2 TMAX_Change = -4 Observation = 12 Value_Change = 247.8 TMAX_Change = 9.6 Observation = 11 Value_Change = -56.2 TMAX_Change = -2.6 Observation = 10 Value_Change = -70.4 TMAX_Change = -1.4 Observation = 9 Value_Change = -91 TMAX_Change = 1.2 Observation = 8 Value_Change = -77 TMAX_Change = -3.4 Observation = 7 Value_Change = -40.2 TMAX_Change = -4.2 Observation = 6 Value_Change = -60.2 TMAX_Change = 1.4 Observation = 5 Value_Change = -73 TMAX_Change = -3.8 Observation = 4 Value_Change = 8 TMAX_Change = 0 Observation = 3 Value_Change = -53.6 TMAX_Change = -0.4 Observation = 2 Value_Change = 3.2 TMAX_Change = 2.8 Observation = 1

Created:         Monday, May 11, 2020

CORRELATION MATRIX TO GET TOP PREDICTORS FOR AG SERVICES

The CORR Procedure
9 Variables: Value_Change Unemployment_Change Pop_Density_Change CLDD_Change HTDD_Change PRCP_Change TAVG_Change TMIN_Change TMAX_Change
Pearson Correlation Coefficients, N = 96
Prob > |r| under H0: Rho=0
Value_Change
Value_Change
1.00000
 
TMAX_Change
-0.31322
0.0019
Unemployment_Change
-0.24536
0.0160
Unemployment_Change
Unemployment_Change
1.00000
 
PRCP_Change
-0.37694
0.0002
TMAX_Change
0.33533
0.0008
Pop_Density_Change
Pop_Density_Change
1.00000
 
PRCP_Change
0.27974
0.0058
HTDD_Change
-0.26357
0.0095
CLDD_Change
CLDD_Change
1.00000
 
TAVG_Change
0.89529
<.0001
TMAX_Change
0.74522
<.0001
HTDD_Change
HTDD_Change
1.00000
 
TAVG_Change
-0.28856
0.0044
Pop_Density_Change
-0.26357
0.0095
PRCP_Change
PRCP_Change
1.00000
 
Unemployment_Change
-0.37694
0.0002
Pop_Density_Change
0.27974
0.0058
TAVG_Change
TAVG_Change
1.00000
 
CLDD_Change
0.89529
<.0001
TMIN_Change
0.83734
<.0001
TMIN_Change
TMIN_Change
1.00000
 
TAVG_Change
0.83734
<.0001
CLDD_Change
0.70769
<.0001
TMAX_Change
TMAX_Change
1.00000
 
CLDD_Change
0.74522
<.0001
TAVG_Change
0.74217
<.0001

Created:         Monday, May 11, 2020

LINEAR REGRESSION MODEL WITH USING TOP PREDICTIVE VARIABLES FOR AG SERVICES

The GLM Procedure
Number of Observations Read 96
Number of Observations Used 96

Created:         Monday, May 11, 2020


LINEAR REGRESSION MODEL WITH USING TOP PREDICTIVE VARIABLES FOR AG SERVICES

The GLM Procedure

Dependent Variable: Value_Change   
Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 2057751.41 1028875.70 3.12 0.0490
Error 93 30705593.55 330167.67    
Corrected Total 95 32763344.95      
R-Square Coeff Var Root MSE Value_Change Mean
0.062807 611.8756 574.6022 93.90833
Source DF Type I SS Mean Square F Value Pr > F
Pop_Density_Change 1 129810.060 129810.060 0.39 0.5322
Unemployment_Change 1 1927941.346 1927941.346 5.84 0.0176
Source DF Type III SS Mean Square F Value Pr > F
Pop_Density_Change 1 85293.260 85293.260 0.26 0.6125
Unemployment_Change 1 1927941.346 1927941.346 5.84 0.0176
Parameter Estimate Standard
Error		 t Value Pr > |t|
Intercept -1201.511680 544.6444558 -2.21 0.0298
Pop_Density_Change -5.879611 11.5680070 -0.51 0.6125
Unemployment_Change -24.849383 10.2833820 -2.42 0.0176
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Created:         Monday, May 11, 2020