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HMGT400 UMUC Research and Data Analysis in Health Care Exercise

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HMGT400

University of Maryland University College

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HMGT 400 Research and Data Analysis in Health Care-Exercise

Dataset:HMGTHOSP.csv (Please download dataset from the class)

Required program: EXCEL  (BONUS points for using RStudio or R Programming).

Author, Hossein Zare, PhD

Citation: Zare, H. (2017). HMGT 400 Research and Data Analysis in Health Care-Exercise. UMUC.EDU

For each week exercise, Master RStudio codes (for BONUS point seekers) and a video will be posted.

Week 2, Exercise:

Use the dataset from week1 exercise and then answer the following questions:

  1. Compare the following information between teaching and non-teaching hospitals.
  2. What are the main significant differences between teaching and non-teaching hospitals? (use t-test)
  3. Comparing hospital net-benefit, which hospital has better performance? To answer this question first compute the hospital net benefits with subtracting and then use t-test to compare the significant differences between teaching and non-teaching hospitals.
  4. Use a box-plot and compare hospitals-cost and hospital-revenues between teaching and non-teaching hospitals.
  5. Write a short paragraph and describe your findings and their importance for the managerial decision-making. List a specific managerial function and the way the processed date will be used to meet the managerial objectives.

Table 2. Descriptive statistics between teaching and non-teaching hospitals, 2011 & 2012

Hospital Characteristics

Teaching

Non-Teaching

p-value

N

Mean

St. Dev

N

Mean

St. Dev

1. Hospital beds

2. Number of paid Employee

3. Number of non-paid Employees

4. Interns and Residents

5. System Membership

6. Total hospital cost

7. Total hospital revenues

8. Hospital net benefit

9. Available Medicare days

10. Available Medicaid days

11. Total Hospital Discharge

12. Medicare discharge 

13. Medicaid discharge

Use Excel for calculations (mandatory)

(BONUS points:Master RStudio script is available for this exercise (see the RStudio: working toward BONUS points module in week 2), modify as needed for the analysis)

Unformatted Attachment Preview

stata_name stcd Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas year 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 71 71 71 71 71 71 71 71 71 71 71 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 total_hosp_cost total_hosp_revenue hospital_bedsbedsize_cat 1.89E+07 1.73E+07 19 1 8.01E+07 7.94E+07 88 3 1.47E+08 1.33E+08 134 4 7.74E+07 8.81E+07 72 3 1.53E+08 1.41E+08 187 4 1.60E+07 1.70E+07 21 1 7.02E+08 7.55E+08 460 7 2.07E+07 2.29E+07 14 1 1.67E+08 1.72E+08 163 4 2.32E+07 2.06E+07 56 3 9.60E+07 1.20E+08 3550 4 1.31E+08 1.49E+08 110 4 1.81E+08 1.99E+08 460 5 5.37E+07 3.92E+07 3550 2 2.28E+08 2.45E+08 3550 6 3.15E+08 3.79E+08 267 5 2.64E+08 2.81E+08 460 5 4.70E+08 5.17E+08 3550 8 3.94E+08 4.35E+08 3550 7 3.48E+07 3.67E+07 25 2 5.24E+07 5.62E+07 49 2 4.28E+08 4.54E+08 553 8 1.22E+08 1.23E+08 89 3 2.23E+08 2.16E+08 3550 4 2.27E+08 2.68E+08 3550 6 9.23E+08 9.84E+08 244 5 2.72E+08 2.95E+08 3550 7 6.06E+08 6.80E+08 3550 8 1.98E+08 2.41E+08 3550 5 8125045 7994666 49 2 7.38E+07 7.72E+07 125 4 7.12E+07 7.71E+07 124 4 2.28E+07 2.36E+07 33 2 1.05E+07 1.03E+07 85 3 1.62E+07 1.88E+07 25 2 9525674 8233617 25 2 2.08E+07 2.22E+07 72 3 1.90E+07 1.95E+07 35 2 7280002 6124331 26 2 8981868 8779914 25 2 Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas California California California California California California California California California California California California California California California California California California California 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 1.80E+08 1.61E+08 5.86E+07 1.34E+08 2.37E+08 3.19E+07 2.39E+07 1.65E+07 1.85E+07 1.34E+07 9563577 1.78E+08 1.58E+08 1.02E+07 1.51E+08 3.57E+08 4.74E+08 2.22E+08 1.25E+07 1.63E+07 7635363 6.05E+07 8.37E+07 2.31E+07 2.42E+08 9.66E+07 2.58E+08 2.63E+08 3.85E+08 4.86E+08 5.25E+08 3.09E+08 2.88E+08 3.22E+08 5.57E+07 3.74E+07 5.94E+07 3.08E+08 2.43E+08 1.87E+08 1.03E+08 1.80E+08 1.64E+08 5.84E+07 1.34E+08 2.55E+08 3.25E+07 3.39E+07 1.69E+07 1.91E+07 1.19E+07 8258766 1.75E+08 1.78E+08 7574942 1.56E+08 3.23E+08 4.73E+08 1.99E+08 1.36E+07 1.99E+07 6872063 5.55E+07 8.64E+07 2.02E+07 2.25E+08 1.11E+08 2.94E+08 3.03E+08 4.66E+08 5.21E+08 4.99E+08 3.20E+08 3.17E+08 3.34E+08 5.67E+07 4.62E+07 7.33E+07 3.25E+08 2.08E+08 2.07E+08 1.09E+08 333 266 125 146 375 80 143 46 41 25 25 282 141 24 171 409 703 374 20 25 16 142 106 45 354 54 279 345 235 377 540 843 212 157 25 25 78 255 271 152 1242 6 5 4 4 6 3 4 2 2 2 2 5 4 1 4 7 8 6 1 2 1 4 4 2 6 3 5 6 5 6 8 6 5 4 2 2 3 5 5 4 3 California California California California California California California California California California California California California California California California California California California California California California California California California California California California California California California California California California California California California California California California California 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2.24E+08 4.00E+07 1.86E+08 1.39E+07 9.60E+07 6.73E+07 1.33E+08 1.41E+08 4.87E+08 5.04E+07 4.55E+08 6.83E+07 6.46E+08 2.78E+08 9.73E+07 1.59E+08 5.33E+07 6.03E+07 4.37E+08 4.52E+08 3.48E+08 4.81E+08 7.63E+08 1.03E+08 2.57E+08 6.63E+07 6.74E+07 1.06E+08 1.82E+08 6.36E+07 4.56E+08 1.64E+08 1.82E+08 2.90E+08 1.41E+08 1.11E+08 2.34E+09 5.12E+08 4.24E+08 4.56E+07 2.57E+08 2.48E+08 4.76E+07 1.99E+08 1.69E+07 1.24E+08 6.66E+07 1.25E+08 1.60E+08 5.04E+08 6.82E+07 4.80E+08 6.96E+07 6.89E+08 2.82E+08 1.02E+08 1.53E+08 5.68E+07 6.46E+07 4.96E+08 5.14E+08 3.73E+08 5.79E+08 8.31E+08 1.13E+08 2.78E+08 7.13E+07 6.46E+07 1.16E+08 1.79E+08 5.99E+07 4.66E+08 1.66E+08 2.03E+08 2.91E+08 1.44E+08 1.35E+08 2.72E+09 5.27E+08 4.09E+08 5.51E+07 2.89E+08 1783 25 128 10 545 1783 1242 121 393 237 436 25 379 1783 1783 1208 25 1242 407 384 272 545 367 62 174 237 49 250 181 125 453 214 189 394 193 117 892 540 265 545 1783 4 2 4 1 3 3 4 4 6 2 7 2 6 5 4 4 2 2 7 6 5 7 6 3 4 2 2 5 4 4 7 5 4 6 4 4 8 8 5 2 5 California California California California California California California California California California California California California California California California California California California California California California California California California California California California Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 39 39 39 39 39 39 39 39 39 39 39 39 39 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 6.88E+07 2.25E+08 2.15E+08 3.03E+08 2.57E+08 4.24E+08 3.98E+08 1.65E+08 3.07E+08 3.49E+08 2.14E+08 6.19E+08 3.19E+08 8.64E+07 5.84E+08 1.80E+08 4.45E+08 4.00E+08 7.77E+07 2.59E+08 7.00E+08 3.53E+08 2.13E+08 1.17E+09 2.27E+09 2.89E+08 3.81E+08 5.08E+08 3.29E+08 8631059 9755799 2.76E+07 5.05E+08 1.26E+08 1.83E+08 1.31E+08 1.03E+09 2.58E+08 5.45E+08 1.48E+08 2.07E+08 7.54E+07 2.27E+08 2.27E+08 2.88E+08 2.51E+08 4.40E+08 4.93E+08 1.71E+08 3.38E+08 3.92E+08 1.92E+08 6.38E+08 2.96E+08 8.94E+07 8.60E+08 1.87E+08 4.97E+08 4.06E+08 9.80E+07 2.77E+08 3.09E+08 3.77E+08 2.19E+08 1.25E+09 2.74E+09 2.89E+08 4.25E+08 5.64E+08 3.37E+08 1.02E+07 9524535 2.76E+07 3.89E+08 1.35E+08 1.95E+08 1.38E+08 1.07E+09 2.43E+08 5.61E+08 1.75E+08 2.26E+08 105 1783 239 429 1783 308 1242 237 1783 280 377 1208 202 1783 1242 86 1208 414 1242 186 233 515 94 815 477 271 323 345 394 25 25 45 565 156 221 175 1018 395 666 99 204 4 5 5 7 4 5 6 4 7 5 6 8 5 4 8 3 7 7 2 4 5 5 3 8 7 5 6 6 6 2 2 2 8 4 5 4 8 6 8 3 5 Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 3.57E+08 4.24E+08 4.00E+08 8.09E+07 3.38E+08 2.47E+08 2.14E+08 6.77E+08 1.42E+08 1.85E+08 8.06E+07 8.45E+07 5.29E+08 1.09E+09 5.43E+08 4.37E+08 2.25E+08 9.05E+07 1.46E+08 8.09E+07 1.74E+08 2.27E+08 7.37E+08 2.03E+08 5.67E+07 5.15E+07 6.53E+07 2.28E+08 6.35E+08 8.93E+07 1.47E+08 1.00E+08 6.09E+07 1.24E+07 9122908 7.35E+08 2.07E+08 7.03E+07 5.51E+07 1.94E+07 5.97E+08 4.03E+08 4.45E+08 4.62E+08 1.02E+08 3.67E+08 2.55E+08 2.23E+08 7.77E+08 1.56E+08 2.13E+08 7.45E+07 6.77E+07 5.21E+08 1.16E+09 7.09E+08 4.79E+08 2.33E+08 8.80E+07 1.53E+08 8.00E+07 1.85E+08 2.44E+08 7.64E+08 2.54E+08 5.32E+07 5.65E+07 1.06E+08 1.93E+08 7.19E+08 9.24E+07 1.45E+08 1.11E+08 6.79E+07 1.27E+07 1.03E+07 7.89E+08 2.41E+08 6.80E+07 4.40E+07 1.79E+07 6.40E+08 214 571 524 147 322 396 316 881 198 395 168 258 620 939 466 501 313 88 57 101 236 285 921 237 52 48 39 283 580 115 143 80 216 283 120 579 230 84 321 25 491 5 8 8 4 6 6 6 8 4 6 4 5 8 8 7 8 6 3 3 4 5 5 8 5 3 2 2 5 8 4 4 3 5 2 4 8 5 3 4 2 7 Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois 38 38 38 38 38 38 38 38 38 38 38 38 38 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2.08E+08 3.09E+07 3.23E+07 4.58E+08 2.87E+08 1.38E+08 8.38E+08 3.04E+08 7.60E+08 5.97E+08 2.60E+08 2.36E+08 5.77E+07 5.60E+07 2.99E+07 3.16E+08 1.91E+07 7.84E+07 7.46E+07 8.10E+07 2.57E+07 2.29E+07 1.09E+08 4.05E+07 2.79E+07 7.53E+07 4.55E+07 1.15E+08 1.67E+07 9999213 4.12E+07 2.21E+07 2.08E+07 2.80E+08 1.19E+08 4.17E+08 2.76E+08 1.24E+08 1.17E+08 4.70E+08 3.85E+08 1.91E+08 2.84E+07 3.15E+07 4.90E+08 2.94E+08 1.68E+08 8.99E+08 2.99E+08 7.92E+08 6.00E+08 2.84E+08 2.26E+08 5.61E+07 5.43E+07 3.40E+07 3.36E+08 2.05E+07 7.87E+07 8.53E+07 9.16E+07 2.89E+07 2.45E+07 1.12E+08 3.84E+07 2.99E+07 8.12E+07 4.25E+07 1.24E+08 1.85E+07 9585634 4.32E+07 2.36E+07 2.20E+07 3.43E+08 1.41E+08 4.39E+08 2.69E+08 1.29E+08 1.25E+08 5.44E+08 3.62E+08 274 55 113 538 303 165 571 436 481 440 148 176 45 96 16 377 22 139 99 112 16 25 163 150 25 199 74 151 25 25 90 21 18 292 100 326 255 80 89 330 315 5 3 4 8 6 4 8 7 7 7 4 4 2 3 1 6 1 4 3 4 1 2 4 4 2 4 3 4 2 2 3 1 1 5 4 6 5 3 3 6 6 Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 9.74E+07 1.87E+08 2.34E+07 1.12E+08 4.79E+07 1.34E+08 4.13E+07 1.81E+08 2.68E+07 5.05E+07 6.28E+07 1.10E+08 9.88E+07 1.83E+07 2.67E+07 1.57E+08 1.67E+07 2.56E+07 3.50E+07 2.99E+07 3.44E+08 8.63E+07 1.40E+08 2.26E+08 1.24E+08 1.26E+08 2.03E+08 2.11E+08 9.34E+07 6.15E+07 3.64E+08 6.51E+08 1.83E+08 1.04E+08 1.88E+08 4.41E+07 1.47E+08 8.52E+07 1.96E+08 4.19E+07 5.47E+07 1.00E+08 2.43E+08 2.46E+07 1.15E+08 5.00E+07 1.40E+08 4.98E+07 1.71E+08 2.67E+07 4.89E+07 6.84E+07 1.23E+08 9.90E+07 1.86E+07 2.57E+07 1.54E+08 1.62E+07 2.63E+07 3.72E+07 3.50E+07 3.72E+08 8.51E+07 1.31E+08 2.71E+08 1.33E+08 1.31E+08 2.20E+08 2.60E+08 1.05E+08 5.43E+07 3.82E+08 8.36E+08 1.92E+08 1.02E+08 2.20E+08 5.60E+07 1.72E+08 9.24E+07 2.21E+08 3.81E+07 8.26E+07 1151 298 54 114 282 1151 25 260 25 98 125 282 104 25 99 2365 25 55 25 25 326 141 1151 2365 135 1151 173 317 101 279 1151 344 1151 148 159 47 94 194 128 125 134 4 5 3 4 2 4 2 5 2 3 4 4 4 2 3 4 2 3 2 2 6 4 4 4 4 4 4 6 4 5 7 6 4 4 4 2 3 4 4 4 4 Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2.92E+08 1.20E+08 2.42E+08 1.31E+09 3.75E+08 2.34E+08 5.97E+07 1.39E+08 1.23E+08 1.27E+08 1.88E+08 8.77E+07 2.05E+08 2.96E+08 2.47E+08 9.81E+08 3.30E+08 8.48E+08 4.36E+08 2.74E+08 6.06E+08 1.46E+09 2.89E+08 1.64E+08 2.91E+08 2.86E+08 4.55E+07 1.65E+07 1.19E+08 2.88E+08 7.46E+07 3.57E+08 1.81E+08 5.02E+07 7.94E+07 1.99E+08 4.73E+08 4.12E+07 1.93E+07 1.71E+07 4.62E+07 3.02E+08 1.29E+08 2.68E+08 1.45E+09 4.82E+08 2.64E+08 8.01E+07 1.43E+08 1.61E+08 1.49E+08 1.96E+08 1.05E+08 2.37E+08 2.84E+08 2.51E+08 1.03E+09 3.85E+08 9.12E+08 4.62E+08 3.02E+08 7.08E+08 1.53E+09 3.38E+08 1.71E+08 2.92E+08 3.27E+08 4.87E+07 1.69E+07 1.29E+08 3.32E+08 8.47E+07 3.81E+08 2.03E+08 5.88E+07 1.01E+08 2.16E+08 4.96E+08 4.56E+07 2.42E+07 1.84E+07 6.08E+07 188 260 345 558 313 325 244 402 270 495 2365 327 282 290 291 535 335 2365 430 2365 2365 664 210 2365 271 305 25 24 82 505 25 207 204 753 1867 190 449 92 25 25 31 4 5 6 8 6 6 5 7 5 7 5 6 4 5 5 8 6 8 7 5 8 8 5 5 5 6 2 1 3 8 2 5 5 3 3 4 7 3 2 2 2 Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Iowa Iowa Iowa Iowa Iowa Iowa 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 62 62 62 62 62 62 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2.36E+07 5.00E+08 1.81E+07 2.50E+07 4.41E+07 3.01E+07 2.57E+07 2.00E+07 2.49E+07 2.35E+07 3.19E+08 3.53E+08 5.95E+08 2.10E+07 2.34E+07 3.74E+08 1.61E+08 2.08E+08 2.09E+08 3.75E+08 3.54E+08 1.48E+08 2.76E+08 1.10E+08 5.72E+07 1.66E+08 2.21E+07 1.29E+08 3.38E+08 1.43E+08 2.47E+09 5.60E+08 1.05E+09 4.07E+08 1.87E+08 2.53E+07 1.59E+08 1.45E+08 2.30E+07 7.14E+07 2.71E+08 3.02E+07 6.02E+08 1.97E+07 2.66E+07 6.16E+07 3.16E+07 2.88E+07 2.31E+07 2.87E+07 2.76E+07 3.83E+08 3.69E+08 6.80E+08 1.93E+07 2.63E+07 5.47E+08 1.84E+08 2.31E+08 2.44E+08 4.20E+08 3.74E+08 1.79E+08 2.88E+08 1.33E+08 5.64E+07 1.72E+08 1.81E+07 1.64E+08 3.74E+08 2.34E+08 3.23E+09 6.17E+08 1.21E+09 4.89E+08 2.34E+08 2.67E+07 1.68E+08 1.65E+08 2.50E+07 7.65E+07 3.31E+08 25 1867 25 25 36 25 25 16 25 24 293 141 753 35 397 464 108 1867 1867 233 1867 1867 267 137 1867 135 105 173 347 107 1427 719 873 430 122 25 378 234 72 88 314 2 5 2 2 2 2 2 1 2 1 5 4 8 2 2 7 4 5 8 5 6 4 5 4 3 4 3 4 6 4 8 8 8 7 4 2 6 5 3 3 6 Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 67 67 67 67 67 67 67 67 67 67 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2.30E+07 2.33E+07 2.19E+07 1.32E+07 4.38E+07 3.11E+07 6.17E+07 2.68E+07 1.24E+08 8.99E+07 9776949 2.27E+07 1.28E+07 2.29E+07 1.28E+07 3.00E+08 2.00E+08 3.14E+08 1.70E+07 2.91E+07 9.21E+07 1.63E+07 1.67E+07 2.83E+07 2.30E+07 5892051 9.48E+07 3.16E+08 2.27E+08 3.89E+08 5.12E+08 1.66E+07 6795642 9618917 2.01E+07 6.27E+07 1.19E+07 1.69E+08 3.59E+07 1.22E+08 1.98E+08 2.38E+07 2.46E+07 2.13E+07 1.35E+07 4.50E+07 3.09E+07 6.72E+07 2.83E+07 1.34E+08 9.83E+07 1.10E+07 2.46E+07 1.28E+07 2.74E+07 1.29E+07 3.45E+08 2.22E+08 3.37E+08 2.17E+07 3.64E+07 1.03E+08 1.76E+07 1.76E+07 3.00E+07 2.36E+07 5971517 9.93E+07 3.23E+08 2.39E+08 5.22E+08 5.69E+08 1.70E+07 6778724 1.04E+07 2.57E+07 6.33E+07 1.18E+07 2.31E+08 3.67E+07 1.36E+08 2.45E+08 78 25 25 73 49 25 155 25 160 319 16 25 64 45 25 380 201 363 22 50 119 85 22 90 16 16 132 240 243 415 567 23 25 819 18 103 12 204 25 209 230 3 2 2 3 2 2 4 2 4 6 1 2 3 2 2 6 5 6 1 3 4 3 1 3 1 1 4 5 5 7 8 1 2 1 1 4 1 5 2 5 5 Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 5.27E+07 1.12E+07 1.37E+07 2.25E+07 1.10E+07 2.35E+07 2.13E+07 5.26E+08 2.87E+07 1.84E+08 9.81E+07 3.61E+07 4.03E+07 3.41E+08 1.04E+07 4882768 9725233 1.08E+07 3.38E+07 8388897 9371260 4.47E+07 1.15E+08 3.79E+08 1.25E+08 1.93E+07 1.10E+07 7632700 1.78E+07 3.34E+07 6.26E+07 1.47E+08 4.78E+08 1.66E+07 7.81E+07 5.19E+07 1.45E+07 1.68E+07 3.66E+07 1.87E+07 1.76E+07 5.93E+07 1.19E+07 1.38E+07 2.38E+07 1.12E+07 2.29E+07 2.11E+07 5.68E+08 2.85E+07 1.95E+08 1.01E+08 2.93E+07 4.32E+07 3.72E+08 1.01E+07 5235593 9653357 1.08E+07 3.40E+07 7450938 8448495 4.09E+07 1.10E+08 3.75E+08 1.52E+08 1.96E+07 1.13E+07 6868272 1.63E+07 3.17E+07 7.89E+07 1.26E+08 4.81E+08 1.61E+07 7.30E+07 5.63E+07 1.47E+07 1.61E+07 4.32E+07 1.84E+07 2.08E+07 52 24 25 93 25 25 25 359 159 172 110 53 88 374 53 18 50 25 61 16 25 68 110 372 133 25 25 16 42 105 40 792 792 25 66 821 821 25 75 49 25 3 1 2 3 2 2 2 6 4 4 4 3 3 6 3 1 3 2 3 1 2 3 4 6 4 2 2 1 2 4 2 5 8 2 3 4 2 2 3 2 2 Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Maryland Maryland Maryland Maryland Maryland Maryland Maryland Maryland Maryland Maryland Maryland Maryland Maryland Maryland Maryland Maryland Maryland Maryland Maryland Maryland Maryland 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2.89E+07 1.84E+07 1.36E+09 5.07E+07 1.48E+07 1.27E+07 1.79E+07 1.47E+08 2.98E+07 1.55E+08 8.46E+07 4.56E+08 1.01E+08 1.62E+08 6.20E+08 3.03E+08 3.22E+07 5.51E+07 3.63E+07 3.67E+07 4.96E+08 1.82E+08 2.08E+08 1.23E+08 3.40E+08 9.79E+07 2.91E+08 1.38E+08 1.23E+08 1.04E+08 3.80E+08 1.25E+08 1.43E+08 5.54E+07 3.38E+08 2.26E+08 2.35E+08 1.93E+09 2.63E+08 1.21E+08 5.68E+08 2.89E+07 1.87E+07 1.57E+09 5.22E+07 1.44E+07 1.37E+07 1.72E+07 1.42E+08 2.55E+07 1.60E+08 8.08E+07 4.69E+08 1.11E+08 1.80E+08 7.10E+08 3.10E+08 3.25E+07 5.77E+07 3.63E+07 4.19E+07 5.41E+08 1.85E+08 2.33E+08 1.25E+08 3.42E+08 1.01E+08 3.06E+08 1.24E+08 1.33E+08 1.16E+08 4.17E+08 1.15E+08 1.51E+08 5.65E+07 3.38E+08 2.44E+08 2.54E+08 2.00E+09 3.02E+08 1.19E+08 5.66E+08 25 43 700 108 821 821 25 192 150 197 139 329 139 277 510 366 821 63 821 821 401 150 195 116 308 58 373 320 115 124 425 89 158 47 321 107 256 912 234 124 518 2 2 6 4 2 2 2 4 4 4 4 6 4 5 8 6 3 3 4 3 7 4 4 4 6 3 6 6 4 4 7 3 4 2 6 4 5 8 5 4 8 Maryland Maryland Maryland Maryland Maryland Maryland Maryland Maryland Maryland Maryland Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan 32 32 32 32 32 32 32 32 32 32 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 3.79E+08 4.05E+08 4.50E+08 1.02E+08 1.98E+08 1.35E+09 3.98E+08 1.91E+08 2.36E+08 6.74E+08 1.63E+08 1.13E+08 4.20E+08 4.81E+07 2.33E+08 4.85E+07 1.21E+07 2.01E+07 1.85E+07 4.42E+07 9645719 6.23E+07 3.80E+07 3.37E+07 1.51E+07 6653307 1.11E+07 3.19E+07 9.04E+07 7.26E+07 3.86E+07 6.32E+07 3.70E+07 3.56E+07 1.52E+07 4.86E+07 4.34E+07 2.68E+07 2.90E+07 1.61E+08 6.99E+07 4.12E+08 4.47E+08 4.50E+08 1.02E+08 2.04E+08 1.50E+09 3.97E+08 1.88E+08 2.60E+08 7.08E+08 1.63E+08 1.17E+08 4.41E+08 5.63E+07 2.37E+08 5.25E+07 1.11E+07 2.07E+07 1.94E+07 4.73E+07 9252908 6.17E+07 3.82E+07 3.55E+07 1.47E+07 7054072 1.09E+07 3.05E+07 8.93E+07 7.97E+07 3.79E+07 6.88E+07 4.87E+07 4.02E+07 1.65E+07 4.99E+07 4.43E+07 2.71E+07 2.98E+07 1.68E+08 7.30E+07 249 372 368 104 187 819 271 212 230 456 169 78 305 80 84 57 26 20 25 25 25 62 25 44 22 15 54 63 139 80 25 691 25 60 47 25 25 25 25 213 691 5 6 6 4 4 8 5 5 5 7 4 3 6 3 3 3 2 1 2 2 2 3 2 2 1 1 3 3 4 3 2 3 2 3 2 2 2 2 2 5 3 Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2.42E+07 4.29E+07 2.20E+07 2.13E+07 4.93E+07 5.17E+07 5.23E+07 1.50E+09 3.22E+08 5.57E+08 3.78E+08 8.05E+07 2.49E+08 1.95E+08 4.92E+08 1.60E+07 3.95E+07 6.38E+07 6.31E+07 2.73E+08 2.38E+08 6.20E+07 4.81E+08 1.73E+08 5.71E+07 3.41E+07 2.79E+08 3.24E+08 2.89E+08 1.04E+08 5.01E+08 2.47E+08 7.68E+08 1.09E+08 1.16E+09 4.27E+08 2.65E+08 1.62E+09 3.69E+08 1.36E+08 3.69E+08 2.65E+07 4.43E+07 2.32E+07 2.49E+07 5.35E+07 5.51E+07 5.18E+07 1.67E+09 3.30E+08 5.97E+08 4.30E+08 8.10E+07 2.57E+08 1.81E+08 5.51E+08 1.68E+07 3.50E+07 6.80E+07 6.90E+07 2.69E+08 2.33E+08 6.11E+07 5.13E+08 1.93E+08 5.71E+07 3.31E+07 2.83E+08 3.42E+08 2.93E+08 9.85E+07 5.51E+08 2.50E+08 8.24E+08 1.12E+08 1.23E+09 4.23E+08 2.68E+08 1.58E+09 4.05E+08 1.46E+08 4.05E+08 25 49 68 24 74 20 35 1066 1050 368 387 872 228 218 691 99 68 40 117 208 254 39 533 130 84 74 306 250 691 136 1464 872 638 872 1464 543 348 1050 493 1091 493 2 2 3 1 3 1 2 8 4 6 6 4 5 5 6 3 3 2 4 5 5 2 8 4 3 3 6 5 4 4 6 5 8 3 8 7 6 8 6 5 4 Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota 44 44 44 44 44 44 44 44 44 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 6.13E+08 6.04E+08 1.37E+08 1.29E+08 4.10E+08 4.65E+08 7.07E+08 1.55E+08 3.82E+08 1.47E+07 6394560 1.08E+07 1.23E+07 3.65E+07 4.49E+07 3.34E+08 1.01E+08 1.04E+08 1.75E+08 1.29E+07 2.33E+07 9.16E+07 1.38E+07 1.48E+07 4.79E+07 6.21E+07 2.49E+07 7.11E+07 1.04E+07 1.90E+08 5.39E+07 1.47E+07 2.13E+07 2.23E+07 3.67E+08 1.21E+09 1.65E+08 1.16E+08 1.93E+08 2.40E+07 7.82E+07 6.40E+08 6.38E+08 1.49E+08 1.25E+08 4.19E+08 5.09E+08 7.39E+08 1.67E+08 3.94E+08 1.46E+07 6555853 9847443 1.29E+07 3.81E+07 4.64E+07 3.38E+08 1.15E+08 9.78E+07 1.77E+08 1.32E+07 2.27E+07 9.50E+07 1.50E+07 1.44E+07 5.52E+07 7.36E+07 3.11E+07 8.22E+07 1.06E+07 1.89E+08 6.12E+07 1.61E+07 2.13E+07 2.60E+07 3.65E+08 1.29E+09 1.68E+08 1.29E+08 2.00E+08 2.51E+07 9.16E+07 1091 430 1091 1091 410 391 680 186 872 12 20 21 70 25 25 267 90 108 105 17 52 135 20 58 1112 1112 93 1112 565 565 578 59 565 565 154 814 162 86 1112 168 1112 8 7 4 4 7 6 8 4 7 1 1 1 3 2 2 5 3 4 4 1 3 4 1 3 2 2 3 2 2 4 2 3 4 2 4 8 4 3 5 4 3 Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Mississippi Mississippi Mississippi Mississippi 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 63 63 63 63 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 1.82E+08 7.42E+07 3.67E+07 8.73E+07 8.43E+07 3.65E+08 2.42E+08 9.93E+07 4.66E+07 1.07E+08 4.09E+07 2.30E+08 3.03E+08 6.32E+07 2.36E+07 2.56E+07 9204908 1.73E+07 4.29E+07 1.18E+07 8019927 7.50E+07 1.58E+08 4.43E+07 7.77E+07 6.63E+08 4.44E+08 8.15E+08 4.52E+08 3.98E+07 1.41E+08 7.86E+07 2.41E+07 1.17E+07 5.90E+08 1.02E+09 6.20E+08 2.81E+07 5.87E+07 1.50E+08 4.59E+07 2.12E+08 7.43E+07 3.69E+07 1.01E+08 8.21E+07 4.05E+08 2.67E+08 9.88E+07 5.02E+07 1.50E+08 4.23E+07 2.64E+08 3.20E+08 6.62E+07 2.45E+07 2.59E+07 1.20E+07 1.86E+07 4.62E+07 1.18E+07 8124071 7.73E+07 1.74E+08 4.59E+07 7.63E+07 6.58E+08 5.68E+08 9.29E+08 4.94E+08 4.02E+07 1.46E+08 8.33E+07 2.61E+07 1.18E+07 6.26E+08 1.07E+09 7.29E+08 2.92E+07 5.71E+07 1.57E+08 4.84E+07 578 177 25 578 96 578 232 76 135 86 565 192 166 565 75 25 565 13 25 56 65 25 38 113 64 353 335 797 426 108 129 58 100 110 426 1112 467 34 49 128 52 4 4 2 2 3 6 5 3 4 3 2 4 4 2 3 2 1 1 2 3 3 2 2 4 3 6 6 8 7 4 4 3 4 4 7 8 7 2 2 4 3 Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Montana Montana Montana Montana Montana Montana Montana Montana Montana 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 81 81 81 81 81 81 81 81 81 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 1.24E+08 1.89E+07 1.26E+07 4.11E+07 1.49E+07 1.65E+07 4.40E+08 5.66E+08 3.88E+08 1.37E+08 7.09E+07 1.74E+08 2.91E+08 1.35E+07 3.51E+07 2.72E+07 1.63E+07 3.51E+08 8.16E+08 1.89E+08 1.98E+08 2.16E+07 1.24E+08 4.45E+08 1.29E+08 1.48E+08 5.75E+08 7.74E+07 7.58E+08 1.52E+09 4.38E+08 3.15E+08 5.18E+07 4.80E+07 2.55E+07 3278826 1.29E+07 2337179 4623626 7240757 1.34E+07 1.29E+08 1.97E+07 1.18E+07 4.40E+07 1.47E+07 1.62E+07 4.60E+08 6.27E+08 4.43E+08 1.33E+08 9.13E+07 1.77E+08 3.16E+08 1.67E+07 3.94E+07 2.67E+07 2.02E+07 3.53E+08 9.04E+08 3.78E+08 2.01E+08 2.51E+07 1.35E+08 4.63E+08 1.38E+08 1.54E+08 6.27E+08 7.82E+07 8.41E+08 1.59E+09 4.46E+08 3.40E+08 5.61E+07 4.90E+07 2.97E+07 3522189 1.23E+07 2459128 4945884 7459182 1.42E+07 219 25 18 25 25 25 599 352 261 116 62 1117 227 20 25 25 25 272 613 341 1117 25 1117 580 114 114 374 131 979 1305 340 1117 129 118 25 30 79 31 25 25 61 5 2 1 2 2 2 8 6 5 4 3 4 5 1 2 2 2 5 8 6 6 2 4 8 4 4 6 4 8 8 6 7 4 4 2 2 3 2 2 2 3 Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 66 66 66 66 66 66 66 66 66 66 66 66 66 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 4.81E+07 5431105 9057448 2.85E+07 4699751 5.00E+08 1.62E+08 2.97E+08 1.57E+08 3.41E+07 2.35E+07 2.70E+07 3.31E+07 5231442 1.54E+07 7549994 1.12E+07 6491165 6095980 4.07E+07 3.37E+08 3.28E+08 7770483 4.39E+07 2.73E+07 3.55E+07 1.75E+08 1.14E+07 6669774 2.36E+07 3.76E+07 1.63E+07 7828502 2.01E+07 1.52E+07 1.35E+07 2.06E+07 2.06E+07 3.76E+07 2.25E+08 4.25E+08 4.69E+07 5778250 1.21E+07 2.97E+07 5078036 5.26E+08 1.87E+08 3.16E+08 1.62E+08 3.27E+07 2.77E+07 2.82E+07 3.63E+07 4513622 1.61E+07 2.82E+07 1.12E+07 6066984 6731270 4.34E+07 3.54E+08 3.43E+08 8158524 4.58E+07 2.78E+07 3.56E+07 1.92E+08 1.15E+07 6512563 2.59E+07 3.95E+07 1.76E+07 8784099 2.17E+07 1.63E+07 1.36E+07 2.06E+07 2.21E+07 4.31E+07 2.77E+08 4.55E+08 37 25 40 25 25 388 123 163 137 96 25 102 105 25 44 102 10 55 25 90 438 206 16 25 90 87 70 110 25 36 154 25 56 25 64 25 64 24 25 260 460 2 2 2 2 2 6 4 4 4 3 2 3 4 2 2 1 1 3 2 3 7 5 1 2 3 3 3 4 2 2 4 2 3 2 3 2 3 1 2 5 7 Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 3.23E+07 3.38E+07 1.05E+07 2.01E+07 1893582 8054114 1.71E+07 2.48E+07 1.12E+08 4.33E+08 3.09E+08 1.88E+08 1.97E+08 1.51E+08 4.73E+07 1.35E+08 2.74E+07 1.14E+08 3.45E+07 7.05E+08 5.98E+07 1.35E+08 2.73E+08 2.27E+08 2.14E+08 1.13E+08 1.69E+08 1.08E+08 2.95E+08 9.92E+07 5.77E+07 2.62E+08 1.94E+08 3.59E+08 1.43E+08 1.32E+08 2.32E+08 3.26E+08 2.30E+08 1.51E+08 3.79E+08 3.44E+07 3.48E+07 1.07E+07 2.04E+07 2072161 8138316 2.02E+07 2.82E+07 1.72E+08 5.04E+08 3.78E+08 2.24E+08 1.97E+08 1.87E+08 6.01E+07 1.47E+08 3.07E+07 1.21E+08 3.82E+07 7.33E+08 6.94E+07 1.44E+08 2.89E+08 2.42E+08 2.11E+08 1.23E+08 1.79E+08 1.17E+08 3.36E+08 1.08E+08 7.68E+07 3.03E+08 1.97E+08 3.01E+08 1.40E+08 1.27E+08 2.53E+08 2.68E+08 3.19E+08 1.48E+08 3.87E+08 25 25 25 51 20 18 18 92 214 346 320 229 285 200 214 146 25 161 88 511 51 176 318 273 206 180 260 221 312 1015 413 391 1015 426 1088 1251 1251 449 1251 240 489 2 2 2 3 1 1 1 3 4 6 6 5 5 5 3 4 2 4 3 8 3 4 6 5 5 4 5 5 6 4 3 6 5 7 4 4 5 5 5 5 7 New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 4.48E+08 4.17E+08 1.54E+08 3.12E+08 1.22E+08 1.47E+08 2.68E+08 2.48E+08 2.85E+08 3.54E+08 6.04E+08 1.35E+09 7.47E+08 5.80E+08 2.48E+08 1.33E+08 3.23E+08 8.89E+07 4.16E+08 7.53E+08 5.50E+08 8.42E+08 6.44E+08 5.08E+08 3.10E+08 1.07E+08 2.36E+08 1.80E+08 1.06E+08 9.98E+07 8.63E+07 4.38E+07 8.44E+07 4.58E+07 8.47E+07 1.56E+08 3.71E+08 1.31E+07 9.01E+07 1.87E+08 1.60E+08 4.61E+08 4.12E+08 1.52E+08 3.41E+08 1.21E+08 1.50E+08 2.80E+08 2.45E+08 2.95E+08 3.34E+08 6.72E+08 1.42E+09 7.57E+08 5.99E+08 2.11E+08 1.34E+08 3.35E+08 8.97E+07 4.28E+08 8.38E+08 5.83E+08 9.35E+08 7.02E+08 5.30E+08 2.95E+08 1.09E+08 2.39E+08 1.73E+08 9.86E+07 1.01E+08 9.06E+07 4.14E+07 8.19E+07 4.58E+07 8.50E+07 1.59E+08 3.85E+08 1.28E+07 9.51E+07 1.99E+08 1.65E+08 495 384 269 269 196 89 178 277 454 338 493 694 700 402 207 163 413 111 533 1015 1251 1088 538 1088 449 222 480 202 140 132 130 65 231 90 203 128 487 51 158 195 190 7 6 5 5 4 3 4 5 7 6 7 8 8 7 5 4 6 4 7 8 8 8 8 5 5 5 7 5 4 4 4 3 5 3 5 4 7 3 4 4 4 New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 1.42E+08 8.55E+07 8.49E+07 2.02E+08 1.80E+07 9.05E+07 1.10E+07 3.00E+07 5.19E+08 2.06E+08 2.89E+08 7.60E+07 3.36E+07 2.33E+08 9.54E+07 2.21E+07 1.20E+08 8.45E+07 6.53E+07 1.01E+08 6.90E+07 1.50E+08 2.52E+08 7.32E+07 3.85E+08 1.01E+08 2.37E+07 8.75E+07 4.42E+07 1.24E+08 1.47E+08 1.37E+08 1.06E+08 1.52E+07 1.90E+07 1.66E+07 2.84E+08 6.19E+07 7.63E+07 9.02E+07 1.89E+08 1.41E+08 8.34E+07 9.76E+07 2.20E+08 1.90E+07 8.36E+07 9814086 2.88E+07 4.33E+08 2.15E+08 2.84E+08 7.96E+07 3.53E+07 2.42E+08 9.95E+07 1.95E+07 1.19E+08 8.16E+07 7.19E+07 1.08E+08 8.41E+07 1.58E+08 2.48E+08 6.65E+07 4.03E+08 1.03E+08 2.45E+07 8.86E+07 4.70E+07 1.32E+08 1.51E+08 1.41E+08 1.26E+08 1.55E+07 1.96E+07 1.63E+07 2.89E+08 5.92E+07 7.88E+07 8.98E+07 1.95E+08 218 219 179 199 24 407 81 145 734 238 341 131 55 189 94 87 293 220 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York New York New York New York New York New York New York New York New York New York New York New York New York North Carolina North Carolina North Carolina North Carolina North Carolina North Carolina North Carolina North Carolina North Carolina North Carolina North Carolina 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 36 36 36 36 36 36 36 36 36 36 36 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2.21E+07 3.37E+08 8.36E+07 7.18E+07 5.13E+08 2.67E+08 3.33E+08 3.07E+08 2.64E+08 6.20E+07 3.61E+09 7.61E+08 1.24E+09 1.39E+08 7.92E+08 1.05E+09 6.72E+08 1.73E+09 4.06E+08 2.07E+08 5.37E+08 7.00E+08 2.12E+08 7.78E+08 1.99E+08 2.00E+08 1.71E+08 1.91E+08 3.78E+08 5.77E+07 3.60E+08 2.62E+07 2.50E+08 2.17E+08 8.59E+07 1.81E+07 6.86E+08 1.37E+08 6.63E+07 9.00E+07 1.11E+08 1.94E+07 3.59E+08 8.46E+07 6.36E+07 5.25E+08 2.91E+08 3.47E+08 3.16E+08 2.61E+08 6.30E+07 3.88E+09 8.12E+08 1.31E+09 1.57E+08 8.52E+08 1.05E+09 6.78E+08 1.88E+09 4.01E+08 2.09E+08 5.50E+08 7.18E+08 2.25E+08 7.95E+08 1.97E+08 2.05E+08 1.79E+08 2.00E+08 3.77E+08 5.35E+07 3.72E+08 2.52E+07 2.93E+08 2.32E+08 8.76E+07 1.92E+07 7.33E+08 1.77E+08 7.29E+07 1.18E+08 1.46E+08 156 312 165 120 431 154 436 467 244 138 2322 188 840 32 663 711 519 804 204 375 537 520 242 539 181 204 195 265 300 222 394 25 373 218 142 108 660 257 69 257 257 4 6 4 4 7 4 7 7 5 4 8 4 8 2 8 8 8 8 4 6 8 8 5 8 4 5 4 5 6 5 6 2 6 5 4 4 8 4 3 3 3 North Carolina North Carolina North Carolina North Carolina North Carolina North Carolina North Carolina North Carolina North Carolina North Carolina North Carolina North Carolina North Carolina North Dakota North Dakota North Dakota North Dakota North Dakota North Dakota North Dakota North Dakota North Dakota North Dakota North Dakota North Dakota North Dakota North Dakota North Dakota North Dakota North Dakota North Dakota North Dakota North Dakota North Dakota North Dakota North Dakota North Dakota North Dakota North Dakota North Dakota North Dakota 36 36 36 36 36 36 36 36 36 36 36 36 36 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 7.44E+07 9308787 1.64E+08 1.03E+07 6.07E+08 7.72E+07 2.77E+07 2.23E+07 1.01E+09 4.81E+07 6.14E+07 1.18E+09 1.58E+09 9219772 5514084 2.13E+07 6484050 7844877 1.28E+07 4934602 6022549 9814987 8970861 2.47E+07 1.08E+07 8144097 5905565 8940137 3.82E+07 1.31E+07 1.13E+07 1.26E+07 8206815 8784132 1.08E+07 6560606 1.06E+07 3.61E+08 2.67E+08 2.99E+08 8.29E+08 6.89E+07 9416283 1.66E+08 9675381 6.72E+08 7.93E+07 2.70E+07 2.11E+07 1.09E+09 6.33E+07 6.08E+07 1.15E+09 1.74E+09 9095613 5671569 1.95E+07 6594778 7975603 1.26E+07 4926796 6622494 1.05E+07 8818106 2.50E+07 9222130 7316602 6218326 8748610 3.72E+07 1.24E+07 1.13E+07 1.31E+07 8654547 9261572 9983908 7079695 1.21E+07 3.43E+08 2.65E+08 3.00E+08 8.62E+08 1393 97 196 25 1393 101 85 35 1393 22 191 853 813 55 46 20 64 25 89 10 17 18 14 25 20 17 14 11 25 24 75 120 22 25 20 25 25 218 281 117 456 3 3 4 2 8 4 3 2 8 1 4 8 8 3 2 1 3 2 3 1 1 1 1 2 1 1 1 1 2 1 3 4 1 2 1 2 2 5 5 4 7 North Dakota North Dakota North Dakota North Dakota Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio 64 64 64 64 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 1.59E+07 2.07E+07 5.77E+07 4.29E+08 3.16E+08 7.26E+07 8.64E+07 1.18E+08 5.51E+07 5.45E+07 3.33E+07 1.01E+08 7.75E+07 1.98E+08 2.08E+07 7.64E+07 6.42E+07 5.99E+07 1.16E+08 1.89E+07 1.34E+08 3.89E+08 1.92E+08 3.15E+07 1.86E+07 1.81E+07 1.75E+07 6.38E+07 7.20E+07 1.08E+08 2.78E+08 2.45E+07 1.51E+08 3.00E+08 8.18E+07 1.26E+08 2.23E+07 1.95E+08 3.87E+07 1.66E+08 5.84E+07 1.79E+07 2.57E+07 5.30E+07 4.49E+08 3.29E+08 7.52E+07 9.34E+07 1.31E+08 5.51E+07 6.44E+07 3.22E+07 1.04E+08 8.58E+07 1.83E+08 2.11E+07 7.92E+07 7.19E+07 5.99E+07 1.19E+08 2.61E+07 1.65E+08 4.05E+08 2.08E+08 3.20E+07 1.77E+07 2.36E+07 1.66E+07 6.73E+07 7.46E+07 1.18E+08 3.05E+08 2.69E+07 1.68E+08 3.07E+08 8.50E+07 1.28E+08 2.22E+07 2.09E+08 4.69E+07 1.69E+08 6.25E+07 49 25 25 264 357 106 102 181 45 73 55 156 49 279 25 100 71 109 154 113 199 254 266 24 25 25 25 57 95 147 316 25 1724 358 170 87 25 319 25 209 51 2 2 2 5 6 4 4 4 2 3 3 4 2 5 2 4 3 4 4 4 4 5 5 1 2 2 2 3 3 4 6 2 4 6 4 3 2 6 2 5 3 Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio Ohio 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2.57E+07 1.71E+07 8.03E+07 7.32E+07 1.10E+08 3.66E+08 9.83E+07 3.04E+08 1.19E+08 4.06E+08 6.59E+07 1.48E+08 7.00E+07 4.72E+07 6.43E+07 1.40E+08 2.26E+08 8.65E+07 5.83E+08 2.74E+08 7.71E+08 1.98E+08 1.73E+08 2.97E+08 8.38E+07 9.21E+07 7.92E+07 1.50E+08 6.86E+07 4.72E+08 5.10E+08 4.99E+08 7.13E+08 1.20E+09 1.85E+08 4.83E+08 1.15E+08 4.55E+08 9.40E+08 4.65E+08 1.40E+08 2.63E+07 1.93E+07 9.70E+07 8.21E+07 1.58E+08 3.97E+08 9.93E+07 2.90E+08 1.37E+08 4.53E+08 6.58E+07 0 6.90E+07 7.14E+07 5.79E+07 1.58E+08 2.38E+08 9.14E+07 6.41E+08 2.93E+08 8.49E+08 2.36E+08 2.08E+08 3.13E+08 8.25E+07 1.06E+08 9.16E+07 1.46E+08 7.84E+07 5.71E+08 5.12E+08 5.13E+08 7.60E+08 1.38E+09 1.99E+08 5.65E+08 1.16E+08 4.76E+08 1.07E+09 5.43E+08 1.47E+08 25 25 1724 72 1724 920 96 337 1084 415 172 271 1084 35 56 168 222 196 526 230 840 236 188 1084 156 119 35 203 132 1724 431 474 461 777 1724 920 187 612 1724 1084 182 2 2 3 3 3 7 3 6 4 7 4 5 3 2 3 4 5 4 8 5 8 5 4 6 4 4 2 5 4 6 7 7 7 8 5 8 4 8 8 8 4 Ohio Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania 41 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2.07E+08 6612345 1.66E+08 1.69E+08 2.36E+08 3.07E+08 1.85E+07 8.92E+07 6.35E+07 1.73E+08 1.33E+08 1.13E+08 2.08E+07 6.20E+07 1.36E+08 2.12E+08 1.29E+08 2.49E+07 7.17E+07 2.31E+08 4.95E+07 4.31E+07 2.57E+07 1.29E+08 2.80E+08 2.39E+08 1.59E+08 3.09E+07 1.27E+08 9.28E+07 7.52E+07 2.99E+07 7.20E+07 4.83E+07 2.76E+07 2.32E+08 1.59E+08 2.40E+08 1.76E+08 8.57E+07 3.85E+07 2.61E+08 7090259 1.67E+08 2.16E+08 2.32E+08 3.32E+08 2.08E+07 1.16E+08 7.39E+07 1.89E+08 1.42E+08 1.14E+08 2.15E+07 6.45E+07 1.49E+08 2.23E+08 1.24E+08 1.97E+07 7.32E+07 2.59E+08 4.46E+07 4.53E+07 2.41E+07 1.45E+08 3.27E+08 2.49E+08 1.67E+08 3.14E+07 1.30E+08 9.72E+07 7.86E+07 3.17E+07 7.59E+07 5.51E+07 2.61E+07 2.47E+08 1.51E+08 2.46E+08 1.77E+08 8.85E+07 4.25E+07 218 64 239 134 374 290 31 141 138 202 106 238 25 111 164 322 231 25 218 315 53 109 71 127 205 220 263 45 210 123 84 44 104 83 35 231 176 3917 209 191 72 5 3 5 4 6 5 2 4 4 5 4 5 2 4 4 6 5 2 5 6 3 4 3 4 5 5 5 2 5 4 3 2 4 3 2 5 4 5 5 4 3 Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania Pennsylvania 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 5.14E+07 1.25E+08 2.78E+07 1.48E+08 3.76E+07 2.59E+08 2.39E+08 5.80E+07 1.29E+08 6.60E+07 7.17E+07 1.44E+07 1.21E+07 3.24E+07 3.64E+07 4.26E+07 4.07E+07 4.20E+08 5.86E+07 1.68E+07 2.70E+08 3.56E+08 4.07E+08 2.27E+08 3.71E+08 9.01E+07 2.33E+08 6.38E+08 3.33E+07 9.19E+07 2.25E+08 1.00E+08 1.53E+08 4.20E+07 6.81E+07 2.40E+08 3.17E+07 2.05E+07 3.75E+07 3.36E+08 7.74E+08 6.70E+07 1.51E+08 2.88E+07 1.46E+08 4.55E+07 3.19E+08 2.43E+08 5.68E+07 1.29E+08 6.64E+07 7.79E+07 1.81E+07 1.30E+07 3.35E+07 3.25E+07 4.46E+07 4.72E+07 4.84E+08 6.30E+07 1.68E+07 2.67E+08 3.85E+08 3.90E+08 2.84E+08 4.16E+08 1.02E+08 2.52E+08 7.40E+08 3.15E+07 9.79E+07 2.27E+08 1.00E+08 1.64E+08 4.36E+07 6.20E+07 2.44E+08 3.40E+07 2.09E+07 3.96E+07 3.53E+08 8.71E+08 64 76 25 233 156 240 359 126 3917 182 186 25 20 60 72 3917 92 3917 57 30 230 3917 3917 1042 315 3917 260 571 50 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1.22E+08 2.44E+08 1.07E+08 1.89E+08 3.18E+08 2.78E+08 4.87E+07 2.22E+09 8.88E+08 2.27E+07 8.13E+08 2.07E+08 3.84E+08 4.91E+08 6.17E+08 5.34E+08 7.63E+08 1.40E+08 1.39E+09 1.74E+08 5.44E+08 3.98E+08 3.53E+08 2.41E+08 1.83E+08 3.17E+08 6.80E+07 5090007 2.65E+08 2.38E+08 6.08E+07 9.31E+07 2.41E+07 1.36E+07 8.63E+08 5.12E+08 7.61E+08 1.05E+08 1.37E+08 3.26E+08 5.06E+07 1.14E+08 2.61E+08 1.13E+08 2.02E+08 3.19E+08 2.84E+08 4.98E+07 2.26E+09 9.89E+08 2.23E+07 8.37E+08 2.32E+08 4.27E+08 4.98E+08 6.32E+08 5.27E+08 9.17E+08 1.45E+08 1.50E+09 1.73E+08 5.56E+08 4.36E+08 4.10E+08 2.91E+08 1.79E+08 3.41E+08 6.49E+07 5505525 3.16E+08 2.88E+08 6.48E+07 1.19E+08 2.87E+07 1.44E+07 711 485 632 141 171 1042 104 126 224 100 180 391 486 77 3917 475 177 730 168 525 331 366 474 549 3917 930 232 507 242 1042 238 213 387 96 25 448 272 54 202 40 32 8 7 8 4 4 6 4 4 5 4 4 6 7 3 8 7 4 8 4 8 6 6 7 8 4 8 5 8 5 6 5 5 6 3 2 7 5 3 5 2 2 Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 1.04E+07 1.06E+07 1.62E+08 6.18E+07 2.11E+08 1.75E+08 2.68E+08 2.14E+08 6.99E+07 1.29E+08 1.02E+08 3.70E+08 7.93E+07 2.38E+08 1.97E+08 7.46E+07 1.15E+08 1.82E+08 1.98E+08 1.89E+08 9.17E+08 2.24E+08 2.95E+07 5.33E+08 6.49E+08 5.14E+08 7.30E+07 5.21E+07 2.72E+08 3.24E+07 2.77E+08 3.79E+07 4.10E+08 3.20E+08 3.96E+07 2.10E+08 8726434 2.75E+07 2.64E+08 4.21E+07 2.66E+07 9734741 1.16E+07 2.02E+08 7.22E+07 2.25E+08 1.78E+08 2.91E+08 2.61E+08 4.78E+07 1.26E+08 1.40E+08 3.74E+08 8.08E+07 2.47E+08 2.10E+08 6.10E+07 1.18E+08 2.03E+08 1.92E+08 2.14E+08 1.16E+09 2.38E+08 2.67E+07 5.25E+08 6.90E+08 0 7.12E+07 5.44E+07 2.81E+08 3.21E+07 3.45E+08 4.34E+07 4.12E+08 3.30E+08 4.46E+07 2.29E+08 8561271 2.83E+07 2.94E+08 3.96E+07 2.75E+07 25 22 112 54 195 208 647 274 84 177 1931 606 73 2040 394 1931 1153 74 240 222 933 259 48 736 620 466 103 1931 260 60 338 54 778 1931 1931 312 25 1931 238 66 1931 2 1 4 3 4 5 8 5 3 4 4 8 3 5 6 4 3 3 5 5 8 5 2 8 8 6 4 4 5 3 6 3 8 7 3 6 2 2 5 3 3 Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Texas Virginia Virginia Virginia Virginia Virginia Virginia Virginia Virginia Virginia Virginia Virginia Virginia Virginia Virginia 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 34 34 34 34 34 34 34 34 34 34 34 34 34 34 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 1.79E+08 1.43E+07 3.00E+07 1.10E+08 5.89E+07 3.49E+07 3.22E+07 3.09E+07 1.01E+07 1.86E+08 5.50E+08 1.23E+09 1.21E+08 1.32E+08 1.03E+09 1.27E+09 3.90E+08 2.02E+08 5.51E+08 3.63E+08 1.80E+08 1.01E+09 3.68E+07 2.82E+07 3.83E+08 1.04E+08 5.36E+07 1.31E+08 3.46E+08 2.09E+08 8.24E+07 7.08E+07 2.20E+07 1.47E+07 1.74E+08 6.39E+07 3.27E+08 3.14E+08 1.64E+08 1.81E+08 1.95E+08 2.06E+08 1.34E+07 3.08E+07 1.18E+08 5.91E+07 3.42E+07 3.45E+07 3.25E+07 1.04E+07 2.60E+08 5.94E+08 1.32E+09 1.64E+08 1.32E+08 1.11E+09 1.29E+09 4.13E+08 2.02E+08 5.68E+08 4.03E+08 1.66E+08 1.09E+09 3.69E+07 2.79E+07 4.67E+08 1.10E+08 5.56E+07 1.57E+08 4.38E+08 2.71E+08 8.28E+07 7.13E+07 2.21E+07 1.54E+07 1.45E+08 6.45E+07 3.85E+08 2.98E+08 1.80E+08 2.27E+08 2.16E+08 2040 23 31 2040 85 68 68 21 25 162 631 884 1153 928 868 603 2040 1153 1931 1153 928 2040 928 928 928 928 928 86 342 224 390 284 134 25 238 668 238 466 232 168 1627 4 1 2 3 3 3 3 1 2 4 8 8 4 3 8 8 6 5 8 7 4 8 1 2 7 4 2 3 6 5 6 5 4 2 5 4 5 7 5 4 4 Virginia Virginia Virginia Virginia Virginia Virginia Virginia Virginia Virginia Virginia Virginia Virginia Virginia Virginia Virginia Virginia Virginia Virginia Virginia Virginia Virginia Virginia Virginia Virginia Virginia Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin 34 34 34 34 34 34 34 34 34 34 34 34 34 34 34 34 34 34 34 34 34 34 34 34 34 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 3.55E+07 4.86E+08 4.65E+07 5.45E+07 6.21E+07 2.28E+08 2.30E+08 1.49E+08 1.10E+08 2.24E+08 3.03E+08 1.85E+08 1.66E+08 4.76E+07 4.78E+07 4.54E+08 4.45E+08 2.49E+08 2.30E+07 3.39E+07 6.30E+07 3.46E+08 2.24E+08 6.26E+08 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Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 3.04E+08 1.74E+08 1.12E+08 1.86E+08 2.44E+07 2.94E+07 3.41E+07 6.27E+07 4.83E+07 1.58E+08 2.03E+07 1.63E+07 6.60E+07 1.55E+07 3.07E+07 6.92E+07 5.65E+07 1.86E+08 2.01E+07 6.16E+07 2.50E+07 3.14E+07 1.61E+07 1.45E+08 3.13E+08 4.02E+08 1.12E+08 3.29E+08 1.92E+08 2.42E+08 1.30E+08 4.36E+08 2.45E+07 1.60E+08 6.72E+07 3.04E+08 6.43E+07 1.63E+08 1.46E+08 5.39E+07 5.77E+07 3.27E+08 2.21E+08 1.20E+08 1.94E+08 2.28E+07 3.19E+07 3.67E+07 6.42E+07 5.19E+07 1.64E+08 1.89E+07 1.75E+07 7.05E+07 1.60E+07 3.58E+07 8.13E+07 6.14E+07 1.93E+08 2.26E+07 6.76E+07 2.66E+07 3.64E+07 1.82E+07 1.73E+08 3.57E+08 4.39E+08 1.24E+08 4.01E+08 2.25E+08 2.88E+08 1.35E+08 4.40E+08 2.54E+07 1.80E+08 7.25E+07 3.88E+08 7.56E+07 1.79E+08 1.58E+08 6.30E+07 6.57E+07 167 194 172 101 25 18 25 157 23 51 18 18 25 25 75 25 54 164 25 19 25 25 115 147 319 255 83 262 147 204 62 306 16 206 78 356 102 50 152 52 124 4 4 4 4 2 1 2 4 1 3 1 1 2 2 3 2 3 4 2 1 2 2 4 4 6 5 3 5 4 5 3 6 1 5 3 6 4 3 4 3 4 Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Arizona Arizona Arizona Arizona Arizona Arkansas Arkansas Arkansas California California California California California California Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida 45 45 45 45 45 45 45 45 45 45 45 45 45 86 86 86 86 86 71 71 71 93 93 93 93 93 93 39 39 39 39 39 39 39 39 39 39 39 39 39 39 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2.56E+07 3.47E+07 7.99E+07 3.36E+07 2.19E+07 1.56E+07 3.56E+07 5.34E+07 5.11E+07 4.09E+08 4.41E+08 4.53E+08 4.17E+08 1.53E+08 1.60E+07 2.28E+08 2.28E+08 2.28E+08 1.80E+08 1.80E+08 4.74E+08 5.25E+08 5.25E+08 5.25E+08 7.63E+08 2.57E+08 1.11E+08 3.29E+08 3.29E+08 3.29E+08 3.29E+08 1.31E+08 1.31E+08 1.31E+08 1.31E+08 1.31E+08 1.31E+08 1.31E+08 2.58E+08 8.45E+07 8.45E+07 3.51E+07 3.69E+07 9.30E+07 3.60E+07 2.08E+07 1.55E+07 4.08E+07 5.75E+07 5.20E+07 4.56E+08 4.59E+08 4.64E+08 4.18E+08 1.41E+08 1.70E+07 2.45E+08 2.45E+08 2.45E+08 1.80E+08 1.80E+08 4.73E+08 4.99E+08 4.99E+08 4.99E+08 8.31E+08 2.78E+08 1.35E+08 3.37E+08 3.37E+08 3.37E+08 3.37E+08 1.38E+08 1.38E+08 1.38E+08 1.38E+08 1.38E+08 1.38E+08 1.38E+08 2.43E+08 6.77E+07 6.77E+07 25 55 25 119 39 75 25 45 35 301 148 347 155 187 21 3550 3550 3550 333 333 703 540 540 540 367 174 117 394 394 394 394 175 175 175 175 175 175 175 395 258 258 2 3 2 4 2 3 2 2 2 6 4 6 4 4 1 6 6 6 6 6 8 8 8 8 6 4 4 6 6 6 6 4 4 4 4 4 4 4 6 5 5 Florida Georgia Georgia Georgia Georgia Georgia Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Indiana Indiana Indiana Iowa Iowa Iowa Iowa Iowa Iowa Iowa Kansas Kansas Kansas Kansas Kansas Kansas Kentucky Kentucky Maryland Maryland 39 38 38 38 38 38 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 42 42 42 62 62 62 62 62 62 62 67 67 67 67 67 67 51 51 32 32 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 8.45E+07 2.27E+08 2.27E+08 9122908 7.35E+08 5.51E+07 1.15E+08 2.08E+07 3.85E+08 1.67E+07 1.67E+07 1.67E+07 2.99E+07 3.44E+08 1.88E+08 1.88E+08 1.88E+08 2.42E+08 2.34E+08 2.34E+08 2.91E+08 3.53E+08 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Jersey New Jersey New Jersey New Jersey New Jersey New York New York New York New York New York North Carolina North Carolina North Carolina North Carolina North Carolina North Carolina North Carolina North Carolina 32 32 44 44 44 44 44 44 44 44 44 44 44 44 44 61 61 61 63 63 63 66 22 22 22 22 22 22 21 21 21 21 21 36 36 36 36 36 36 36 36 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 1.02E+08 1.02E+08 2.01E+07 3.19E+07 3.19E+07 9.04E+07 1.61E+08 1.61E+08 1.61E+08 1.61E+08 1.61E+08 1.61E+08 2.79E+08 2.47E+08 3.82E+08 4.49E+07 1.38E+07 4.43E+07 1.35E+07 1.63E+07 3.15E+08 1.71E+07 1.69E+08 2.30E+08 3.54E+08 3.54E+08 4.16E+08 4.16E+08 2.06E+08 6.19E+07 3.70E+08 3.97E+08 3.78E+08 8.59E+07 8.59E+07 8.59E+07 7.72E+07 7.72E+07 7.72E+07 7.72E+07 7.72E+07 1.02E+08 1.02E+08 2.07E+07 3.05E+07 3.05E+07 8.93E+07 1.68E+08 1.68E+08 1.68E+08 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45 45 45 45 45 45 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 2012 7.72E+07 2.23E+07 2.23E+07 2.23E+07 1.58E+09 1.06E+07 1.92E+08 1.92E+08 1.92E+08 1.92E+08 4.06E+08 7.71E+08 4.83E+08 4.83E+08 4.65E+08 3.64E+07 2.78E+08 1.39E+09 1.39E+09 1.39E+09 9.31E+07 1.06E+07 1.15E+08 1.15E+08 1.15E+08 2.66E+07 1.01E+07 1.21E+08 1.27E+09 4.86E+08 1.66E+08 1.66E+08 4.45E+08 6.26E+08 6.26E+08 1.18E+08 1.18E+08 9.78E+07 1.86E+08 1.86E+08 6.27E+07 7.93E+07 2.11E+07 2.11E+07 2.11E+07 1.74E+09 1.21E+07 2.08E+08 2.08E+08 2.08E+08 2.08E+08 4.53E+08 8.49E+08 5.65E+08 5.65E+08 5.43E+08 3.25E+07 2.84E+08 1.50E+09 1.50E+09 1.50E+09 1.19E+08 1.16E+07 1.18E+08 1.18E+08 1.18E+08 2.75E+07 1.04E+07 1.64E+08 1.29E+09 5.52E+08 1.74E+08 1.74E+08 5.84E+08 6.98E+08 6.98E+08 1.22E+08 1.22E+08 1.03E+08 1.94E+08 1.94E+08 6.42E+07 101 35 35 35 813 25 266 266 266 266 415 840 920 920 1084 72 486 930 930 930 202 22 1153 1153 1153 1931 25 1153 603 391 1627 1627 401 1627 1627 46 46 55 101 101 157 4 2 2 2 8 2 5 5 5 5 7 8 8 8 8 3 7 8 8 8 5 1 3 3 3 3 2 4 8 6 4 4 4 7 7 2 2 3 4 4 4 Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Wisconsin Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arizona Arkansas 45 45 45 45 45 45 45 45 45 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 71 2012 2012 2012 2012 2012 2012 2012 2012 2012 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 6.27E+07 2.03E+07 2.03E+07 6.16E+07 6.16E+07 6.16E+07 6.16E+07 1.30E+08 4.17E+08 2.86E+08 2.00E+07 2.68E+08 1.33E+08 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Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas Arkansas California California California California California California California California California 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 71 93 93 93 93 93 93 93 93 93 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2.17E+07 9958705 2.17E+07 2.21E+08 1.77E+08 9470889 1.40E+08 6956698 1.00E+07 6.37E+07 1.89E+08 1.56E+08 1.59E+07 3.62E+08 1.40E+07 7307238 8824289 7340959 2.22E+08 1.50E+08 3.47E+07 6.38E+07 1.06E+07 6.11E+07 1.85E+07 1.73E+08 1.22E+07 1.74E+07 1.40E+08 6.87E+07 4.79E+08 1.52E+07 2.04E+08 3.05E+08 2.61E+09 4.08E+08 2.33E+08 2.27E+08 2.87E+08 4.37E+08 4.83E+08 2.29E+07 7292673 2.13E+07 2.13E+08 1.89E+08 7856094 1.49E+08 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2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2.07E+09 6.78E+07 2.71E+08 5.66E+07 9.07E+07 3.30E+08 4.01E+07 5.22E+08 2.68E+08 2.28E+08 4.85E+07 6.68E+07 5.73E+08 1.58E+08 3.43E+08 1.17E+09 2.31E+08 1.64E+08 4.35E+08 1.34E+08 1.64E+08 4.58E+07 1.08E+08 1.58E+08 2.49E+08 3.22E+08 4.24E+08 1.29E+07 8.72E+07 2.09E+08 4.61E+08 3.90E+08 1.22E+08 2.49E+08 7.77E+08 9.28E+07 2.86E+08 6.92E+07 2.51E+08 3.66E+08 2.84E+08 2.26E+09 6.50E+07 2.91E+08 6.63E+07 1.16E+08 3.72E+08 4.59E+07 5.46E+08 2.84E+08 2.30E+08 4.58E+07 7.75E+07 6.01E+08 1.66E+08 3.50E+08 1.20E+09 2.38E+08 1.71E+08 4.90E+08 1.40E+08 1.35E+08 6.44E+07 1.42E+08 1.53E+08 2.66E+08 3.36E+08 4.30E+08 1.43E+07 8.52E+07 2.09E+08 4.68E+08 4.15E+08 1.18E+08 2.80E+08 9.18E+08 9.25E+07 3.16E+08 6.99E+07 2.52E+08 3.84E+08 3.04E+08 477 49 1783 78 545 272 25 1217 1783 239 25 125 1208 237 414 815 207 86 393 121 163 237 117 214 345 843 436 10 1783 94 377 265 1242 279 400 1783 255 105 174 323 212 7 2 5 3 3 5 2 8 7 5 2 4 8 4 7 8 5 3 6 4 4 2 4 5 6 6 7 1 4 3 6 5 4 5 7 4 5 4 4 6 5 California California Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida Florida 93 93 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 3.93E+08 4.66E+08 3.43E+08 1.08E+09 2.74E+08 5.57E+08 1.17E+08 8.56E+08 4.17E+08 7.34E+07 3.27E+08 1.83E+08 1.25E+07 4.65E+08 7.70E+08 4.49E+08 1.49E+08 5.15E+07 1.49E+08 2.59E+08 1.01E+09 2.56E+08 3.30E+08 1.70E+08 5.40E+08 1.72E+07 7587601 2.85E+08 5.63E+08 5.11E+08 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Georgia Georgia Georgia Georgia Georgia 39 39 39 39 39 39 39 39 39 39 39 39 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 1.82E+08 2.35E+08 1.10E+08 1.94E+08 2.81E+07 4.35E+08 8.80E+07 1.04E+08 2.43E+08 1.37E+08 8.67E+07 3.25E+07 2.23E+08 1.98E+07 2.18E+07 1.59E+08 2.06E+08 1.46E+08 4.07E+07 7.11E+08 5.41E+08 1.65E+07 2.87E+08 5.34E+08 2.05E+08 9.33E+07 2.10E+08 8.44E+07 9905096 5.75E+08 8.81E+07 3.51E+07 1.79E+08 5.08E+08 6.87E+07 1.19E+08 6.79E+07 5.63E+07 7.98E+07 3.11E+08 5.41E+07 1.81E+08 2.35E+08 1.18E+08 2.15E+08 2.82E+07 4.73E+08 8.93E+07 5.24E+07 2.41E+08 1.62E+08 8.42E+07 2.04E+07 2.45E+08 1.88E+07 1.91E+07 1.55E+08 2.19E+08 1.43E+08 3.98E+07 7.77E+08 5.41E+08 1.25E+07 2.90E+08 5.43E+08 2.33E+08 1.12E+08 2.18E+08 1.03E+08 1.51E+07 6.62E+08 9.78E+07 3.22E+07 1.86E+08 5.24E+08 6.48E+07 1.17E+08 6.21E+07 6.60E+07 7.61E+07 3.20E+08 5.36E+07 198 519 136 204 45 862 147 133 396 99 258 862 176 25 120 412 285 200 186 579 469 25 436 440 328 84 313 39 67 580 115 55 236 491 45 57 321 216 101 303 52 4 8 4 5 2 8 4 4 6 3 5 3 4 2 4 7 5 5 4 8 7 2 7 7 6 3 6 2 3 8 4 3 5 7 2 3 4 5 4 6 3 Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Georgia Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois 38 38 38 38 38 38 38 38 38 38 38 38 38 38 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 1.92E+08 9.50E+07 6.88E+08 4.09E+08 2.03E+08 3.55E+07 1.70E+08 2.41E+08 6.03E+07 6.93E+08 4.83E+08 1.19E+08 2.06E+08 8.74E+07 4.41E+08 1.60E+08 4.52E+08 1.83E+08 2.70E+08 2.65E+08 8.73E+08 8.15E+08 9992391 9.66E+08 2.52E+08 2.24E+08 3.31E+08 2.28E+08 1.10E+08 4.57E+07 6.66E+07 3.44E+07 2.49E+07 2.86E+08 1.39E+07 1.62E+08 2.77E+08 1.43E+08 1.66E+08 2.91E+08 1.12E+08 2.12E+08 9.36E+07 7.86E+08 3.71E+08 2.16E+08 3.27E+07 1.77E+08 2.75E+08 6.26E+07 6.67E+08 5.06E+08 1.16E+08 1.96E+08 9.77E+07 4.46E+08 1.78E+08 4.05E+08 1.67E+08 2.94E+08 2.79E+08 9.79E+08 8.86E+08 1.06E+07 1.00E+09 2.42E+08 2.39E+08 3.31E+08 2.65E+08 1.02E+08 5.07E+07 6.16E+07 3.79E+07 2.64E+07 2.97E+08 1.52E+07 1.98E+08 3.00E+08 1.45E+08 1.66E+08 2.86E+08 1.12E+08 237 88 571 510 230 140 165 148 48 921 538 143 274 80 326 94 430 260 210 402 1113 2365 25 535 279 325 1113 2365 148 74 96 25 1113 271 25 282 2365 1151 1151 255 163 5 3 8 8 5 4 4 4 2 8 8 4 5 3 6 3 7 5 5 7 8 8 2 8 5 6 5 4 4 3 3 2 1 5 2 4 5 4 4 5 4 Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 3.24E+07 1.06E+08 9.16E+07 3.32E+08 3.14E+08 1.33E+08 9.24E+07 2.01E+07 3.84E+07 6.79E+07 3.17E+08 1.78E+07 1.50E+08 6.53E+07 1.85E+07 1.22E+09 3.86E+07 1.48E+08 1.12E+07 7.47E+07 1.52E+08 3.18E+07 1.59E+08 3.82E+08 1.50E+08 2.92E+07 2.50E+07 1.19E+08 1.88E+07 4.69E+08 5.38E+07 2.82E+07 1.22E+08 1.40E+09 2.57E+07 4.23E+07 3.27E+08 4.30E+08 2.16E+07 5.89E+08 2.87E+08 4.43E+07 1.09E+08 1.04E+08 3.40E+08 3.33E+08 1.16E+08 9.68E+07 2.13E+07 3.78E+07 6.79E+07 4.21E+08 1.80E+07 1.45E+08 7.00E+07 1.96E+07 1.36E+09 3.86E+07 1.44E+08 1.17E+07 7.83E+07 1.47E+08 3.00E+07 1.44E+08 3.60E+08 1.71E+08 3.35E+07 2.54E+07 1.33E+08 2.11E+07 4.95E+08 5.20E+07 2.82E+07 1.15E+08 1.45E+09 2.24E+07 4.82E+07 3.86E+08 4.37E+08 2.34E+07 6.83E+08 2.78E+08 282 104 1113 377 305 270 101 21 150 1113 313 25 135 125 25 558 84 1151 25 99 2365 25 1151 315 1113 25 55 100 22 330 98 25 279 664 16 47 335 370 54 2365 188 2 4 3 6 6 5 4 1 4 2 6 2 4 4 2 8 3 4 2 3 4 2 4 6 4 2 3 4 1 6 3 2 5 8 1 2 6 6 3 8 4 Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois Illinois 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 1.09E+08 3.99E+08 7.40E+07 6.91E+07 2.42E+07 2.13E+08 1.18E+08 8.64E+07 2.64E+08 2.86E+08 1.20E+08 1.09E+08 4.58E+07 1.08E+08 1.65E+08 4.66E+08 8.50E+07 2.65E+08 8.20E+07 1.87E+08 2.40E+07 2.68E+08 1.13E+08 6.05E+07 1.81E+08 2.71E+07 1.97E+07 1.03E+08 3.96E+08 2.42E+08 2.15E+07 8.17E+07 5.89E+08 2.87E+08 3.80E+07 3.09E+07 1.83E+08 1.14E+08 1.81E+08 1.96E+08 7.99E+07 1.08E+08 4.12E+08 7.57E+07 6.63E+07 2.54E+07 2.72E+08 0 1.00E+08 2.80E+08 2.84E+08 1.28E+08 1.05E+08 5.01E+07 1.13E+08 1.62E+08 4.69E+08 9.03E+07 2.83E+08 8.49E+07 2.04E+08 2.45E+07 2.80E+08 1.17E+08 7.15E+07 1.96E+08 2.85E+07 1.99E+07 1.20E+08 3.88E+08 2.61E+08 2.13E+07 8.37E+07 7.64E+08 3.31E+08 3.91E+07 2.35E+07 1.99E+08 1.14E+08 1.97E+08 2.01E+08 8.02E+07 114 1151 139 187 25 317 80 282 340 290 260 173 25 1151 2365 433 194 495 112 159 99 291 151 134 298 16 25 146 282 345 18 141 344 292 90 25 128 89 2365 327 199 4 7 4 4 2 6 3 4 6 5 5 4 2 4 5 7 4 7 4 4 3 5 4 4 5 1 2 4 5 6 1 4 6 5 3 2 4 3 5 6 4 Illinois Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana 43 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 3.54E+08 8.68E+07 1.10E+08 3.14E+08 2.00E+08 2.74E+07 1.15E+08 1.89E+08 4.23E+07 2.61E+08 3.19E+08 1.95E+08 4.15E+07 1.37E+08 2.24E+07 1.40E+08 2.49E+07 2.44E+09 3.29E+07 2.18E+07 1.14E+08 6.21E+07 2.81E+08 3.20E+08 2.36E+07 5.39E+07 3.65E+08 1.92E+08 4.52E+08 1.47E+07 1.06E+09 1.48E+08 2.74E+08 3.25E+08 1.29E+08 2.53E+07 2.19E+07 1.94E+08 3.70E+08 5.05E+07 2.71E+07 3.88E+08 1.01E+08 1.11E+08 3.91E+08 2.15E+08 2.82E+07 1.18E+08 2.12E+08 5.36E+07 2.48E+08 2.97E+08 2.03E+08 5.02E+07 1.77E+08 2.61E+07 1.63E+08 2.71E+07 2.61E+09 3.17E+07 2.14E+07 1.30E+08 7.39E+07 2.88E+08 3.42E+08 2.53E+07 5.53E+07 4.06E+08 2.05E+08 4.85E+08 1.49E+07 1.21E+09 1.71E+08 2.93E+08 3.00E+08 1.46E+08 2.86E+07 2.19E+07 2.23E+08 4.28E+08 5.25E+07 3.00E+07 326 1867 82 1867 190 25 173 1867 36 305 141 122 31 107 16 1867 206 1715 25 35 137 25 267 233 25 1867 318 1867 449 24 873 108 505 207 1715 24 25 1715 464 25 25 6 3 3 5 4 2 4 5 2 6 4 4 2 4 1 4 2 8 2 2 4 2 5 5 2 3 6 5 7 1 8 4 8 5 4 1 2 4 7 2 2 Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Indiana Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa 42 42 42 42 42 42 42 42 42 42 42 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 5.00E+08 3.76E+08 4.01E+07 2.96E+07 6.38E+07 4.33E+07 3.06E+08 1.59E+08 5.03E+08 3.23E+08 1.90E+08 2.36E+07 4.40E+07 2.65E+07 2.10E+07 6.23E+07 4.90E+07 1.57E+08 6087405 3.73E+08 8.51E+07 2.68E+07 2.29E+07 2.18E+07 3.23E+08 1.94E+08 6.69E+07 2.92E+07 2.87E+08 2.79E+07 7285453 8.81E+07 9.92E+07 7.80E+07 1.08E+07 1.70E+07 1.04E+07 2.27E+07 1.27E+07 1.24E+07 2.90E+07 5.70E+08 4.35E+08 4.00E+07 3.14E+07 6.22E+07 4.70E+07 3.35E+08 1.64E+08 5.52E+08 3.28E+08 1.84E+08 2.47E+07 4.15E+07 2.73E+07 2.18E+07 6.76E+07 4.94E+07 1.81E+08 6245113 4.95E+08 8.84E+07 2.59E+07 2.25E+07 2.37E+07 3.18E+08 2.06E+08 7.18E+07 2.89E+07 3.08E+08 2.97E+07 7610979 9.03E+07 9.67E+07 8.27E+07 9536231 1.71E+07 1.04E+07 2.38E+07 1.43E+07 1.24E+07 3.49E+07 753 430 25 25 105 753 293 135 719 1867 1867 25 49 25 72 155 50 378 16 415 319 45 25 16 240 201 88 25 363 90 13 114 132 119 16 25 25 25 73 25 50 8 7 2 2 3 3 5 4 8 6 8 2 2 2 3 4 3 6 1 7 6 2 2 1 5 5 3 2 6 3 1 4 4 4 1 2 2 2 3 2 3 Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Iowa Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas 62 62 62 62 62 62 62 62 62 62 62 62 62 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 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4 3 4 1 2 3 3 2 1 4 3 4 1 3 1 2 5 4 8 1 5 4 2 3 3 5 4 1 4 3 6 Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kansas Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky Kentucky 67 67 67 67 67 67 67 67 67 67 67 67 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2.15E+07 5.70E+07 9160705 9.19E+07 1.01E+07 4537417 1.00E+07 1.34E+07 1.62E+07 3.36E+08 3.33E+07 3.67E+07 1.44E+08 1.08E+08 2.56E+07 1.28E+08 1.81E+07 1.83E+07 4.65E+07 4.05E+07 5.87E+08 5.58E+07 1.62E+08 7576022 1.76E+07 1.39E+07 8.22E+07 1.87E+07 4.60E+08 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Maryland Maryland Maryland Maryland Maryland Maryland Maryland 51 51 51 51 51 51 51 51 51 51 51 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 4.66E+08 1.26E+09 1.44E+07 3.30E+08 3.27E+07 5.30E+07 1.59E+08 3.39E+07 5.39E+07 7.12E+07 3.01E+07 4.12E+08 1.43E+08 1.29E+09 1.27E+08 1.38E+08 3.58E+08 2.56E+08 3.80E+08 2.46E+08 2.11E+08 1.80E+08 2.40E+08 3.87E+08 2.12E+08 1.08E+08 2.16E+08 3.18E+08 4.58E+08 3.49E+08 9.05E+07 4.66E+08 6.65E+08 3.28E+08 5.57E+07 3.95E+08 1.04E+08 1.18E+08 1.94E+08 3.11E+08 3.22E+08 4.77E+08 1.44E+09 1.54E+07 3.71E+08 3.35E+07 6.36E+07 1.40E+08 3.65E+07 5.08E+07 7.12E+07 2.89E+07 4.17E+08 1.52E+08 1.48E+09 1.36E+08 1.40E+08 3.73E+08 2.64E+08 4.24E+08 2.44E+08 2.11E+08 1.76E+08 2.42E+08 4.19E+08 2.09E+08 1.12E+08 2.33E+08 3.43E+08 4.72E+08 3.53E+08 9.27E+07 4.77E+08 6.88E+08 3.40E+08 5.38E+07 4.14E+08 1.13E+08 1.20E+08 1.96E+08 3.20E+08 3.10E+08 792 340 25 372 796 796 192 796 108 66 150 271 158 819 115 89 403 234 372 256 195 212 602 425 187 104 107 602 368 308 58 401 456 321 47 249 124 116 150 310 320 8 6 2 6 3 4 4 3 4 3 4 5 4 8 4 3 7 5 6 5 4 5 4 7 4 4 4 6 6 6 3 7 7 6 2 5 4 4 4 6 6 Maryland Maryland Maryland Maryland Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan 32 32 32 32 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 1.70E+09 2.98E+08 5.40E+08 1.12E+08 4.12E+07 5.73E+07 9.78E+07 7.85E+07 2.29E+07 1.15E+07 2.28E+07 2.13E+07 3.16E+08 2.47E+07 5.36E+07 1.06E+07 8.22E+07 1.58E+07 7.02E+07 4.41E+07 3.05E+07 2.90E+08 1.56E+08 3.66E+07 1.65E+08 2.32E+08 9.95E+07 1.60E+08 1.39E+08 4.53E+08 6.13E+08 4.18E+08 3.79E+07 2.36E+08 1.18E+08 2.87E+07 5.90E+07 3.14E+07 1.62E+07 7.20E+08 1.42E+09 1.79E+09 2.96E+08 5.54E+08 1.12E+08 4.94E+07 6.15E+07 9.29E+07 8.04E+07 2.22E+07 9920822 2.67E+07 2.30E+07 3.23E+08 2.64E+07 5.67E+07 9616725 8.62E+07 1.64E+07 7.44E+07 4.46E+07 2.87E+07 3.31E+08 1.65E+08 3.87E+07 1.81E+08 2.42E+08 1.01E+08 1.66E+08 1.48E+08 4.78E+08 6.54E+08 4.03E+08 3.72E+07 2.38E+08 1.25E+08 2.92E+07 6.16E+07 3.31E+07 2.01E+07 7.52E+08 1.54E+09 912 373 518 124 25 20 157 872 68 24 24 20 250 25 80 25 66 22 80 25 25 250 186 25 130 872 218 169 1091 391 1091 305 25 84 872 38 35 44 47 638 1066 8 6 8 4 2 1 4 4 3 1 1 1 5 2 3 2 3 1 3 2 2 5 4 2 4 5 5 4 4 6 8 6 2 3 3 2 2 2 2 8 8 Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 3.00E+08 1.63E+08 8.62E+07 4.71E+07 4.80E+08 3.54E+07 7.05E+07 5.13E+08 4.48E+07 2.97E+08 6.40E+07 3.64E+07 2.64E+08 1.95E+07 1.26E+07 6368669 1.94E+07 5.28E+08 1.10E+07 4.49E+07 7.84E+07 4.33E+08 3.61E+08 7.18E+07 6.13E+07 4.88E+08 5.89E+07 1.47E+08 5.57E+07 2.72E+07 3.86E+08 5.16E+07 1.77E+09 2.55E+08 4.33E+08 2.77E+08 2.87E+08 6.32E+07 5.15E+07 3.12E+08 8.28E+07 2.98E+08 1.81E+08 8.94E+07 4.61E+07 5.23E+08 3.33E+07 8.62E+07 4.83E+08 4.62E+07 3.50E+08 6.50E+07 3.60E+07 2.70E+08 1.93E+07 1.12E+07 7721464 1.93E+07 5.63E+08 1.11E+07 4.29E+07 8.25E+07 4.50E+08 3.73E+08 7.20E+07 6.76E+07 5.12E+08 5.95E+07 1.41E+08 5.74E+07 2.72E+07 3.96E+08 3.85E+07 1.80E+09 2.66E+08 4.65E+08 2.84E+08 2.97E+08 6.27E+07 5.39E+07 3.05E+08 9.01E+07 318 213 78 80 1464 25 691 421 25 691 691 74 276 25 26 15 25 368 54 49 96 387 336 40 117 533 62 1091 58 25 872 68 1050 288 691 208 306 39 74 1050 139 6 5 3 3 6 2 3 7 2 4 3 3 5 2 2 1 2 6 3 2 3 6 6 2 4 8 3 5 3 2 7 3 8 5 6 5 6 2 3 4 4 Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Michigan Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota 44 44 44 44 44 44 44 44 44 44 44 44 44 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 3.98E+07 2.41E+08 4.18E+08 1.32E+08 1.70E+07 4.58E+07 1.39E+07 6.12E+07 3.03E+07 6.02E+08 7.17E+08 1.13E+09 1.13E+08 4.85E+07 5.90E+07 1.44E+08 2.31E+07 1.08E+08 1.36E+08 2.11E+07 1.13E+08 1.67E+08 3.23E+08 8.01E+07 7.84E+08 9.35E+07 1.45E+07 1.22E+07 7.95E+07 2.36E+07 1.79E+07 3.46E+07 2.06E+07 9.77E+08 5.77E+08 8.06E+07 3.67E+07 6.84E+07 6128545 1.20E+07 1.24E+07 4.30E+07 2.33E+08 4.18E+08 1.30E+08 1.78E+07 4.90E+07 1.32E+07 6.36E+07 2.87E+07 6.33E+08 7.26E+08 1.18E+09 1.22E+08 5.60E+07 6.84E+07 1.62E+08 2.39E+07 1.12E+08 1.40E+08 2.08E+07 1.25E+08 1.65E+08 3.24E+08 7.79E+07 8.92E+08 8.92E+07 1.49E+07 1.24E+07 8.40E+07 2.38E+07 1.83E+07 3.71E+07 2.01E+07 1.01E+09 6.02E+08 8.34E+07 3.52E+07 7.23E+07 6114465 1.25E+07 1.18E+07 60 254 410 1091 99 25 25 84 63 430 680 1464 136 1087 354 38 168 68 129 354 86 105 267 58 797 76 12 70 90 100 75 129 83 1087 467 135 354 177 20 85 58 3 5 7 4 3 2 2 3 3 7 8 8 4 2 2 2 4 3 4 4 3 4 5 3 8 3 1 3 3 4 3 4 3 8 7 4 2 4 1 3 3 Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota Minnesota 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 1.93E+08 1.52E+07 3.80E+08 4.31E+07 1.36E+07 4.35E+07 1.91E+07 1.07E+08 2.34E+08 4.61E+07 6.04E+07 1.05E+07 5.74E+08 4.51E+07 1.19E+09 3.81E+07 6.62E+07 1.88E+08 1.25E+07 2.49E+08 1.10E+07 2.46E+07 1.00E+08 2.72E+08 1.02E+07 7.62E+07 2.18E+07 4.61E+08 6.27E+08 7.33E+07 5.25E+07 3.84E+08 1.26E+07 2.16E+07 4.19E+08 8776733 4.06E+07 1.06E+08 1.65E+08 5.61E+07 3.65E+07 2.11E+08 1.52E+07 4.10E+08 0 1.51E+07 4.52E+07 1.93E+07 1.48E+08 2.65E+08 7.93E+07 6.34E+07 1.06E+07 6.08E+08 4.62E+07 1.19E+09 3.92E+07 7.95E+07 2.00E+08 1.38E+07 2.68E+08 1.12E+07 2.70E+07 1.01E+08 2.88E+08 8466859 9.11E+07 2.15E+07 4.68E+08 6.62E+08 7.59E+07 5.33E+07 3.54E+08 1.30E+07 2.28E+07 5.40E+08 1.05E+07 4.26E+07 1.14E+08 1.61E+08 6.63E+07 3.78E+07 578 13 578 25 59 24 25 86 192 135 578 354 426 113 814 108 1087 1087 20 232 56 93 108 166 21 1087 52 426 353 64 52 154 17 354 335 354 25 578 162 1087 25 4 1 6 2 3 1 2 3 4 4 2 2 7 4 8 4 2 5 1 5 3 3 4 4 1 3 3 7 6 3 3 4 1 2 6 1 2 2 4 2 2 Minnesota Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Mississippi Montana Montana 61 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 81 81 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 7.41E+07 3.67E+08 7.46E+08 1.62E+07 1.65E+07 9.51E+07 5.66E+08 8.45E+08 1.18E+08 2.14E+08 1.35E+07 4.33E+08 1.76E+08 2.61E+07 2.18E+07 1.29E+08 4.07E+08 1.79E+08 1.48E+09 3.61E+08 3.41E+07 3.02E+07 5.43E+08 4.73E+08 1.10E+08 1.26E+07 1.17E+08 7.99E+08 8.78E+07 4.42E+07 3.16E+08 2.01E+08 1.49E+08 1.54E+08 1.43E+08 7.17E+07 3.34E+08 1.25E+07 4.23E+07 3.66E+08 6871696 7.60E+07 3.55E+08 8.19E+08 1.48E+07 1.69E+07 9.46E+07 5.99E+08 8.59E+08 1.22E+08 4.76E+08 1.45E+07 4.45E+08 1.76E+08 2.45E+07 2.56E+07 1.39E+08 4.25E+08 1.88E+08 1.59E+09 3.89E+08 3.56E+07 2.99E+07 5.82E+08 4.46E+08 1.11E+08 1.14E+07 1.24E+08 9.11E+08 8.99E+07 4.61E+07 3.30E+08 2.10E+08 1.50E+08 1.62E+08 1.48E+08 9.16E+07 3.38E+08 1.29E+07 4.46E+07 3.81E+08 6850747 25 272 979 25 25 160 374 646 219 341 20 580 1117 25 25 1117 340 239 1305 261 25 25 352 599 105 18 114 613 131 52 1117 1117 128 114 116 62 227 25 25 438 13 2 5 8 2 2 4 6 8 5 6 1 8 4 2 2 4 6 5 8 5 2 2 6 8 4 1 4 8 4 3 7 6 4 4 4 3 5 2 2 7 1 Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Montana Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 66 66 66 66 66 66 66 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 5965473 4546575 5.09E+07 8.50E+07 5183532 1.61E+08 4.51E+07 5.13E+08 2.60E+07 3.48E+07 2.92E+07 1.24E+07 1.51E+07 1.45E+08 8433490 3057170 1.66E+08 3.37E+07 4.80E+07 8246427 3.15E+08 2.82E+07 5425985 2.22E+07 6364758 4458961 7769976 4.60E+07 1.20E+07 1.02E+07 2.55E+07 3.74E+07 7736269 1.11E+07 1.22E+07 1.61E+07 5.83E+07 7.44E+08 2.13E+07 3.33E+07 1.07E+07 5971494 4599140 5.19E+07 7.94E+07 5784836 1.67E+08 4.36E+07 5.30E+08 2.58E+07 3.37E+07 3.01E+07 1.25E+07 1.50E+07 1.52E+08 6674773 3116050 1.84E+08 3.56E+07 4.84E+07 8519139 2.85E+08 2.82E+07 5363085 2.63E+07 6630223 4579989 7316666 4.51E+07 1.18E+07 9387074 2.57E+07 3.78E+07 2.57E+07 1.04E+07 1.32E+07 1.76E+07 6.91E+07 7.82E+08 2.34E+07 3.48E+07 1.19E+07 55 25 129 58 25 123 25 388 90 96 25 61 44 137 16 30 70 105 118 40 163 25 25 25 25 25 25 37 79 10 102 90 102 110 25 25 51 511 92 25 25 3 2 4 3 2 4 2 6 3 3 2 3 2 4 1 2 3 4 4 2 4 2 2 2 2 2 2 2 3 1 3 3 1 4 2 2 3 8 3 2 2 Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska Nebraska New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 22 22 22 22 22 22 22 22 22 22 22 22 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 1.45E+08 1.90E+07 1.29E+08 1.67E+07 2.36E+07 4.34E+08 1.79E+08 1.18E+08 2.22E+08 1.85E+08 1.90E+07 1.01E+08 1.56E+07 3.66E+07 2.34E+07 1.42E+07 2006922 6216872 3.09E+07 1.96E+08 4.32E+08 6188043 7695189 3.31E+08 7388119 5.24E+07 1.91E+07 3.57E+07 2.56E+07 7.49E+08 2.24E+08 1.19E+08 3.11E+08 6.95E+08 3.02E+08 2.98E+08 9.61E+07 2.58E+08 5.65E+08 2.85E+08 1.59E+08 1.69E+08 1.85E+07 1.42E+08 1.83E+07 2.59E+07 4.85E+08 2.11E+08 1.57E+08 2.55E+08 2.00E+08 2.06E+07 1.03E+08 1.62E+07 3.93E+07 2.80E+07 1.56E+07 1915435 6481890 3.25E+07 1.83E+08 4.39E+08 5784900 8455609 3.64E+08 7890160 5.18E+07 1.95E+07 3.68E+07 3.01E+07 7.68E+08 2.40E+08 1.21E+08 3.42E+08 7.45E+08 3.05E+08 3.07E+08 9.14E+07 2.78E+08 6.06E+08 2.89E+08 1.44E+08 200 51 146 18 36 346 229 230 260 145 24 161 64 154 25 25 20 25 25 285 460 230 56 320 18 230 64 25 88 1088 1251 142 338 700 454 413 111 429 402 449 240 5 3 4 1 2 6 5 4 5 4 1 4 3 4 2 2 1 2 2 5 7 1 3 6 1 3 3 2 3 8 5 4 6 8 7 6 4 7 7 5 5 New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New Jersey New York New York 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 21 21 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 1.48E+08 7.64E+08 1.33E+08 4.38E+08 1.71E+08 1.28E+08 3.03E+08 5.79E+08 6.29E+08 4.59E+08 1.69E+08 1.17E+08 4.21E+08 2.04E+08 9.90E+07 2.32E+08 1.08E+08 2.50E+08 3.09E+08 2.68E+08 2.33E+08 1.29E+09 9.99E+07 2.58E+08 4.71E+07 1.27E+08 2.03E+08 3.06E+08 2.21E+08 5.58E+08 3.49E+08 1.37E+08 4.20E+08 5.80E+08 3.51E+08 3.10E+08 1.15E+08 2.38E+08 5.76E+07 2.70E+08 6.72E+07 1.47E+08 7.81E+08 1.37E+08 4.51E+08 1.66E+08 1.26E+08 2.92E+08 6.28E+08 6.56E+08 4.82E+08 1.68E+08 1.18E+08 4.27E+08 2.01E+08 9.82E+07 2.46E+08 1.07E+08 2.33E+08 3.36E+08 2.72E+08 2.52E+08 1.34E+09 1.03E+08 2.30E+08 4.56E+07 1.33E+08 2.07E+08 3.34E+08 2.37E+08 6.17E+08 3.64E+08 1.38E+08 4.17E+08 6.17E+08 3.61E+08 2.93E+08 1.17E+08 2.34E+08 7.03E+07 8.10E+08 6.77E+07 89 1015 1251 441 269 163 269 493 538 1088 260 196 495 1015 1088 1251 180 449 337 318 178 694 1015 207 80 140 206 312 273 446 247 176 384 1251 489 426 221 277 413 299 171 3 8 4 7 5 4 5 7 8 5 5 4 7 5 4 5 4 5 6 6 4 8 4 5 3 4 5 6 5 7 5 4 6 8 7 7 5 5 3 5 4 New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York New York 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 21 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 2011 1.06E+08 1.36E+08 6.49E+08 8.75E+07 8.60E+07 2.59E+08 1.89E+08 9.13E+07 4.20E+07 1.66E+09 6.44E+08 2....
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Explanation & Answer

Attached.

University of Maryland University College
HMGT 400 Research and Data Analysis in Health Care-Exercise
Dataset: HMGTHOSP.csv (Please download dataset from the class.
Required program: RStudio or R Programming.
Author, Hossein Zare, PhD
Citation: Zare, H. (2017). HMGT 400 7980 Research and Data Analysis in Health Care-Exercise. UMUC.EDU
For each week exercise, I will post Master RStudio codes and a video, please follow the class announcement page.
Exercise #1:
The attached dataset, provides some information about hospitals in 2011 and 2012, download the data and then
complete the descriptive table. Please use the following format to report your findings.
Table 1. Descriptive statistics between hospitals in 2011 & 2012
2011
Hospital Characteristics
1. Hospital beds
2. Number of paid Employee
3. Number of non-paid
Employee
4. Total hospital cost
5. Total hospital revenues
6. Available Medicare days
7. Available Medicaid days
8. Total Hospital Discharge
9. Medicare discharge
10. Medicaid discharge

2012

N
1505
1498

Mean
377
1237

St. Dev
561
1616

N
1525
1515

Mean
377
1491

St. Dev
580
1962

p-value
.09926
.000107

30
1505
1505
1499
1484
1500
1499
1481

40.0
216873322
228706319
16739
5301
9492
3231
1131

72.6
304570722
3.23
19214.29
9208
10899
3389
1757

30
1525
1525
1516
1501
1517
1516
1498

44.8
214748023
229978391
17110
5366
9544
3598
1120

81.3
294143536
321273114
19766
9340
10994
3786
1740

0.8104
0.8451
0.9135
0.6013
0.8479
0.8968
.004986
0.8615

Based on your findings in which years hospitals had better performance? Please write a short paragraph and describe
your findings.
(Note: Master RStudio script is available for this exercise, but you may need to modify that for this analysis)
There was a better performance in 2012 than 2011 and this is proven by the fact that the hospital had higher revenue
in 2012, although it had higher expenses that year. The number of beds was the same for both years, but in 2012 there
were more hospital discharges and they also had more employees.

HMGT 400 Research and Data Analysis in Health Care-Exercise, page 1

Exercise #2:
Use the dataset from week1 exercise ...

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