east north central ft workers

Intro

document.xls

Intro to EastNorthCentralFTWorkers.xls

This workbook contains data on full-time workers in East North Central United States from the March 1999 CPS.We use the data to elaborate on cross tabs and work toward the concept of regression.

Table of Contents

on how the data set was constructed. These sheets are hidden.Execute Format: Sheets: Unhide to see them.

The data set actually used is in the Data sheet.

Summary Stats was generated by Excel's Data Analysis add-in.

Tables contains various PivotTables.

Grouping discusses how to group variables.

Codebook contains information on the variables.

The OriginalData and Recoding sheets have more details

Intro

document.xls

This workbook contains data on full-time workers in East North Central United States from the March 1999 CPS.

Data6366 full-time workers in five North-Central States, March 1999

Recoded Variables

Race Sex State40 13 $ 44,000 White Male $ 858 Ohio 835 12 $ 12,000 White Female . Ohio 370 11 $ 54,000 White Male . Ohio 340 16 $ 48,200 White Male . Ohio 738 12 $ 24,000 White Male . Ohio 260 18 $ 62,000 White Female . Ohio 540 13 $ 17,000 White Female . Ohio 550 8 $ 25,000 Black Male . Ohio 540 11 $ 10,000 Black Male . Ohio 550 16 $ 65,000 White Male . Ohio 745 12 $ 30,000 White Male . Ohio 250 16 $ 306,731 White Male . Ohio 150 11 $ 37,000 White Male $ 643 Ohio 440 12 $ 34,000 White Male $ 600 Ohio 440 13 $ 25,000 White Male $ 520 Ohio 440 12 $ 42,000 White Male $ 680 Ohio 840 16 $ 68,000 White Male . Ohio 650 13 $ 70,000 White Male . Ohio 640 12 $ 25,000 White Female . Ohio 735 13 $ 15,400 White Female . Ohio 740 13 $ 56,426 White Male . Ohio 740 12 $ 21,087 White Male . Ohio 740 13 $ 50,000 White Male . Ohio 749 12 $ 11,500 Black Female $ 173 Ohio 460 12 $ 40,000 White Male . Ohio 560 18 $ 70,000 White Female . Ohio 145 18 $ 62,000 White Male . Ohio 140 12 $ 30,000 White Male . Ohio 140 16 $ 20,000 Black Female . Ohio 672 12 $ 17,360 White Female $ 224 Ohio 850 12 $ 32,000 White Male . Ohio 760 16 $ 60,000 White Male . Ohio 240 11 $ 9,500 White Female . Ohio 640 11 $ 9,000 White Male . Ohio 640 12 $ - White Male . Ohio 660 11.5 $ 38,000 White Male . Ohio 152 11 $ 45,000 White Female . Ohio 145 12 $ 16,000 White Male . Ohio 140 12 $ 30,000 White Male . Ohio 240 18 $ 29,530 White Female . Ohio 238 12 $ 8,274 White Male . Ohio 240 12 $ 11,200 White Female . Ohio 145 12 $ 21,000 White Male . Ohio 145 12 $ 24,500 White Male . Ohio 740 16 $ 30,000 White Female . Ohio 340 12 $ 30,000 White Female $ 522 Ohio 440 16 $ 36,400 White Male $ 765 Ohio 450 16 $ 29,000 White Female $ 635 Ohio 4

Usual Hours Worked

Education (yrs)

Yearly Earnings

Usual Weekly Earnings

Month in Sample

F4

Missing values are coded with a period (".").

45 13 $ 18,000 White Female . Ohio 140 12 $ 65,000 White Male . Ohio 140 12 $ 15,000 White Female . Ohio 140 12 $ 30,000 White Male . Ohio 140 13 $ 72,000 White Male . Ohio 640 12 $ 42,000 White Female . Ohio 640 16 $ 144,499 White Male . Ohio 740 13 $ 30,000 White Male $ 480 Ohio 840 12 $ 35,000 White Male $ 1,280 Ohio 835 10 $ 35,000 White Male . Ohio 840 12 $ 11,000 White Male . Ohio 135 11 $ 8,000 White Female . Ohio 140 16 $ 25,000 White Male $ 625 Ohio 840 16 $ 12,340 White Female $ 237 Ohio 848 12 $ 29,484 White Female . Ohio 140 12 $ 13,000 White Male . Ohio 540 12 $ 13,650 White Female . Ohio 540 14 $ 28,000 White Male . Ohio 640 12 $ 50,000 White Male . Ohio 540 12 $ 43,000 White Male . Ohio 140 13 $ 59,314 White Male . Ohio 240 16 $ - White Male . Ohio 240 13 $ - White Female . Ohio 245 13 $ 32,000 White Male . Ohio 340 13 $ 24,000 White Male . Ohio 335 13 $ 11,000 White Female . Ohio 358 12 $ 26,471 White Male . Ohio 340 13 $ 23,933 White Female . Ohio 340 14 $ 20,800 White Female $ 380 Ohio 840 18 $ 306,731 White Male . Ohio 440 18 $ 30,000 White Female $ 577 Ohio 440 12 $ 46,000 White Male . Ohio 770 18 $ 306,731 White Male . Ohio 240 12 $ 57,000 White Male . Ohio 550 11 $ - White Male . Ohio 2

0 12 $ 47,800 White Male . Ohio 540 13 $ 16,281 White Female . Ohio 540 12 $ 20,000 White Male . Ohio 660 18 $ - White Male . Ohio 650 10 $ 45,000 White Male . Ohio 660 13 $ 43,000 White Male $ 930 Ohio 840 13 $ 19,000 White Female $ 300 Ohio 840 12 $ 31,434 White Female $ 470 Ohio 840 16 $ 38,000 White Female . Ohio 250 14 $ 41,000 White Male . Ohio 740 13 $ 26,000 White Female . Ohio 740 14 $ 20,000 White Female . Ohio 150 12 $ 46,000 White Male . Ohio 140 12 $ 30,500 Black Male . Ohio 740 12 $ 34,000 Black Female . Ohio 735 13 $ 12,000 White Female . Ohio 150 12 $ 50,000 White Male $ 962 Ohio 840 12 $ 23,000 White Female $ 442 Ohio 845 13 $ 22,000 Black Male . Ohio 6

40 11 $ 24,000 White Male . Ohio 745 12 $ 23,000 White Female . Ohio 745 12 $ 23,000 White Male . Ohio 755 18 $ 24,000 Black Male . Ohio 347 18 $ 55,000 White Female . Ohio 340 13 $ 17,000 White Female . Ohio 640 13 $ 52,000 White Female . Ohio 645 13 $ 50,000 White Male . Ohio 540 12 $ 45,000 White Male . Ohio 336 18 $ 57,000 White Male . Ohio 760 13 $ - White Male . Ohio 840 16 $ 26,700 White Female $ 560 Ohio 860 12 $ 21,500 White Male . Ohio 145 11 $ 38,600 White Male . Ohio 140 18 $ 27,000 White Female $ 519 Ohio 8

0 13 $ 46,000 White Female . Ohio 735 13 $ - White Female . Ohio 743 18 $ 28,000 White Male $ 538 Ohio 840 16 $ - White Male . Ohio 340 12 $ 36,000 White Female . Ohio 338 12 $ 16,475 White Female . Ohio 135 12 $ 12,200 Black Female $ 263 Ohio 440 12 $ 7,800 White Female . Ohio 140 14 $ 19,000 White Male . Ohio 145 12 $ 40,000 White Male . Ohio 150 12 $ - White Female . Ohio 140 12 $ 4,753 White Male . Ohio 150 16 $ 60,000 White Female . Ohio 736 13 $ 25,236 White Female $ 468 Ohio 840 12 $ 60,000 White Male . Ohio 440 12 $ 35,000 White Female . Ohio 140 16 $ 30,000 White Male . Ohio 550 12 $ 42,000 White Male . Ohio 648 12 $ 36,000 White Female . Ohio 680 12 $ 29,000 White Male . Ohio 540 12 $ 26,000 White Female . Ohio 650 12 $ 70,000 White Male . Ohio 740 11 $ 15,000 White Female . Ohio 750 16 $ 60,000 White Male . Ohio 340 13 $ 50,000 White Male . Ohio 340 11 $ 20,000 White Male . Ohio 740 13 $ 10,452 White Female . Ohio 7

0 13 $ 80,000 White Male . Ohio 740 12 $ 15,000 White Male $ 516 Ohio 440 12 $ 16,112 White Female $ 325 Ohio 440 18 $ 52,000 White Female . Ohio 545 16 $ 35,000 White Male . Ohio 250 16 $ 28,000 White Female . Ohio 240 18 $ 50,000 White Male . Ohio 145 18 $ 29,190 White Male . Ohio 244 12 $ 38,000 White Female $ 577 Ohio 450 13 $ 10,000 White Female $ 150 Ohio 445 12 $ 25,500 White Female $ 510 Ohio 840 12 $ 23,000 White Female $ 356 Ohio 4

50 12 $ 50,000 White Male . Ohio 10 13 $ - White Male . Ohio 8

35 12 $ - White Female . Ohio 840 16 $ 25,000 White Female . Ohio 140 12 $ 24,000 White Male . Ohio 140 12 $ 12,000 White Male . Ohio 540 12 $ 27,949 White Female . Ohio 740 16 $ 40,000 White Male . Ohio 735 14 $ 34,000 White Female . Ohio 640 12 $ 17,000 White Female . Ohio 160 13 $ - White Male . Ohio 260 12 $ 13,920 White Male $ 240 Ohio 440 12 $ 10,280 White Female $ 290 Ohio 445 12 $ 60,000 White Female . Ohio 240 13 $ 50,000 White Male . Ohio 640 12 $ 15,000 AsianPI Female . Ohio 640 16 $ 31,000 White Female . Ohio 640 16 $ 19,200 White Male . Ohio 640 16 $ 30,000 White Female . Ohio 665 18 $ 65,000 White Male . Ohio 635 12 $ 52,000 White Male . Ohio 640 12 $ 41,600 White Male . Ohio 740 13 $ 30,000 White Female $ 300 Ohio 860 16 $ 25,000 White Male . Ohio 340 16 $ 25,000 White Female . Ohio 340 16 $ 23,000 White Male . Ohio 335 16 $ 25,500 White Female . Ohio 350 12 $ 31,000 White Male . Ohio 240 13 $ 24,000 Black Female . Ohio 240 12 $ 50,000 Black Male . Ohio 240 16 $ 36,000 White Female . Ohio 640 13 $ 28,000 White Female . Ohio 640 12 $ 36,000 White Female . Ohio 540 13 $ 50,000 White Male . Ohio 648 13 $ 12,000 White Male . Ohio 640 18 $ 83,500 Black Female . Ohio 540 18 $ 30,000 White Male . Ohio 540 18 $ 31,000 AsianPI Female . Ohio 5

0 12 $ 28,800 White Male $ 283 Ohio 850 16 $ 57,000 White Male . Ohio 345 16 $ 28,000 White Female . Ohio 340 12 $ 19,000 White Female . Ohio 340 16 $ 100,406 White Male $ 1,538 Ohio 440 13 $ 42,000 White Female $ 461 Ohio 840 12 $ 27,000 White Male $ 1,923 Ohio 840 11 $ 10,920 White Female . Ohio 340 12 $ 20,000 White Male . Ohio 340 12 $ 20,000 White Female . Ohio 370 16 $ 306,731 White Male . Ohio 650 16 $ 19,400 White Female . Ohio 255 16 $ 65,000 White Male . Ohio 245 13 $ 50,000 White Female . Ohio 240 18 $ 37,000 White Female . Ohio 340 12 $ 58,000 White Male $ 505 Ohio 4

40 12 $ 58,000 White Female $ 200 Ohio 436 12 $ - White Male . Ohio 840 12 $ 27,500 White Male . Ohio 740 13 $ 10,000 White Male . Ohio 260 18 $ 69,000 White Male . Ohio 252 12 $ 18,720 Black Male . Ohio 540 16 $ 6,400 White Male . Ohio 340 12 $ 44,196 White Male . Ohio 340 12 $ 12,000 White Female . Ohio 336 12 $ 6,000 White Male . Ohio 660 16 $ 60,000 White Male . Ohio 640 14 $ 30,000 White Female . Ohio 740 13 $ 60,000 White Male . Ohio 759 16 $ 105,001 White Male . Ohio 640 13 $ 20,722 White Female . Ohio 155 16 $ 82,198 White Male . Ohio 150 13 $ 40,000 White Female $ 769 Ohio 440 12 $ 24,568 White Female $ 900 Ohio 440 13 $ - White Male $ 360 Ohio 453 12 $ 18,000 White Female . Ohio 540 12 $ 73,771 White Male $ 750 Ohio 460 16 $ 30,000 White Male . Ohio 235 13 $ 16,400 White Female . Ohio 250 16 $ - Black Female . Ohio 240 12 $ 53,900 Black Male . Ohio 240 12 $ 40,000 White Male . Ohio 540 12 $ 22,000 White Female . Ohio 540 16 $ 20,000 White Male . Ohio 546 16 $ 20,000 White Female . Ohio 550 12 $ 97,000 White Male $ 1,827 Ohio 850 14 $ 26,000 White Female $ 500 Ohio 860 18 $ 44,000 White Female . Ohio 348 13 $ 60,000 White Male . Ohio 740 13 $ 25,000 White Female . Ohio 740 12 $ 25,000 White Female $ 480 Ohio 445 18 $ 53,000 White Female $ 1,041 Ohio 840 13 $ 61,000 White Female . Ohio 245 18 $ 83,000 White Male . Ohio 244 13 $ 12,000 White Female . Ohio 243 13 $ 22,000 White Male . Ohio 240 18 $ 81,000 White Male . Ohio 1

0 16 $ 56,000 White Male . Ohio 140 16 $ 30,000 AsianPI Male . Ohio 740 16 $ 30,000 AsianPI Female . Ohio 740 16 $ 36,000 AsianPI Male . Ohio 735 8 $ 13,000 White Female . Ohio 340 10 $ 28,000 White Male . Ohio 340 8 $ 19,000 White Female . Ohio 340 16 $ 5,000 White Female $ 280 Ohio 440 18 $ 49,000 White Male $ 942 Ohio 440 16 $ 35,300 White Male $ 1,370 Ohio 440 12 $ 15,000 White Female $ 300 Ohio 440 10 $ 12,999 White Male . Ohio 542 18 $ 36,000 Black Female . Ohio 5

40 12 $ 30,000 White Male . Ohio 750 12 $ 49,800 White Male . Ohio 540 12 $ 26,700 White Female . Ohio 540 12 $ 14,560 White Male $ 280 Ohio 440 12 $ 40,000 White Male $ 865 Ohio 438 13 $ 33,000 White Female $ 802 Ohio 4

0 13 $ 29,000 White Female $ 380 Ohio 435 16 $ 25,000 White Male . Ohio 355 16 $ 45,000 White Male . Ohio 355 13 $ 29,000 White Female . Ohio 345 12 $ 30,701 White Male $ 1,559 Ohio 835 12 $ - White Female . Ohio 740 14 $ 30,000 White Female . Ohio 740 12 $ 8,000 White Female $ 350 Ohio 440 13 $ 14,750 White Male . Ohio 740 12 $ 20,840 White Female . Ohio 640 12 $ 53,000 White Male . Ohio 640 13 $ 30,493 White Female . Ohio 750 12 $ 7,000 White Female . Ohio 750 12 $ 24,000 White Male . Ohio 740 12 $ 27,949 White Female . Ohio 640 12 $ 84,000 White Male . Ohio 690 13 $ 34,700 White Male $ 653 Ohio 460 18 $ 83,000 White Male . Ohio 160 18 $ 38,000 White Male . Ohio 145 18 $ 58,000 White Female . Ohio 137 14 $ 47,000 White Male $ 904 Ohio 855 9 $ 45,000 White Male . Ohio 650 18 $ 45,600 White Female . Ohio 645 16 $ 64,000 White Male . Ohio 680 16 $ 8,000 White Female . Ohio 650 16 $ 48,000 White Male . Ohio 175 13 $ 84,925 White Male . Ohio 140 12 $ 15,000 Black Male $ 880 Ohio 840 12 $ 34,000 Black Female $ 423 Ohio 840 12 $ 11,520 White Female $ 480 Ohio 840 13 $ 30,748 White Male . Ohio 8

0 13 $ 29,690 White Female . Ohio 840 18 $ 70,000 White Male . Ohio 660 16 $ 48,000 White Female $ 962 Ohio 4

0 12 $ 33,000 Black Male . Ohio 20 13 $ 40,000 Black Female . Ohio 2

40 16 $ 55,000 White Male . Ohio 740 18 $ 60,000 White Female . Ohio 740 11 $ 26,000 White Female . Ohio 662 16 $ 20,000 Black Female . Ohio 240 16 $ 40,000 White Male . Ohio 645 16 $ 28,000 White Male . Ohio 640 12 $ 2,000 White Female . Ohio 640 12 $ 25,000 White Male . Ohio 645 12 $ 41,000 White Male . Ohio 642 18 $ 49,580 White Female . Ohio 640 12 $ 27,000 White Male $ 480 Ohio 840 10 $ 20,000 White Female $ 300 Ohio 8

64 12 $ 35,000 White Female $ 699 Ohio 840 8 $ 5,000 White Male $ 324 Ohio 8

0 12 $ 51,000 White Male . Ohio 30 12 $ 27,000 White Female . Ohio 3

45 13 $ 49,000 White Male . Ohio 740 12 $ 20,000 White Female . Ohio 340 18 $ 55,000 White Male . Ohio 340 16 $ 30,000 White Female . Ohio 340 16 $ 28,000 White Female $ 480 Ohio 445 16 $ 60,000 White Female . Ohio 340 16 $ 50,000 White Male . Ohio 352 12 $ 13,000 Black Male . Ohio 640 11 $ 18,000 White Female $ 320 Ohio 453 14 $ 59,000 White Male . Ohio 760 16 $ 75,000 White Male $ 1,346 Ohio 445 18 $ 48,802 White Female $ 939 Ohio 450 18 $ 43,000 White Male . Ohio 650 16 $ - White Female . Ohio 640 16 $ 25,000 Black Male . Ohio 540 16 $ 24,000 Black Female . Ohio 635 13 $ 7,612 Black Male . Ohio 640 13 $ 25,000 White Male . Ohio 248 13 $ 20,000 White Female . Ohio 240 12 $ 48,818 White Male . Ohio 640 16 $ 44,000 Black Male $ 740 Ohio 840 13 $ 27,500 Black Female $ 360 Ohio 835 12 $ 21,000 White Female . Ohio 350 16 $ 64,100 Black Female . Ohio 242 13 $ 22,500 White Female . Ohio 340 10 $ 17,900 White Female . Ohio 345 18 $ 36,000 White Male . Ohio 340 16 $ 32,000 White Female . Ohio 350 16 $ 26,000 Black Male $ 346 Ohio 440 16 $ 26,000 White Female $ 519 Ohio 455 16 $ - White Male . Ohio 340 18 $ 98,500 White Male . Ohio 142 16 $ 38,000 White Female . Ohio 143 12 $ 25,000 White Female . Ohio 240 11.5 $ 20,000 White Male . Ohio 647 13 $ 33,000 White Female . Ohio 260 18 $ 77,000 White Male . Ohio 240 16 $ 55,000 White Female . Ohio 235 10 $ 11,000 White Female $ 253 Ohio 450 16 $ - White Male . Ohio 540 12 $ - White Female . Ohio 562 11.5 $ 30,000 Black Female . Ohio 243 12 $ - White Male . Ohio 340 14 $ 31,000 Black Female . Ohio 140 16 $ 45,000 White Male . Ohio 140 12 $ 49,000 White Male . Ohio 140 16 $ 32,000 White Female . Ohio 140 12 $ 42,000 White Male . Ohio 340 12 $ 12,300 White Female . Ohio 352 12 $ 15,600 Black Male . Ohio 3

42 13 $ 31,000 White Female . Ohio 640 12 $ 45,000 White Male . Ohio 655 13 $ 28,000 Black Male . Ohio 540 12 $ 38,000 White Male . Ohio 7

0 14 $ 29,932 White Female $ 641 Ohio 840 12 $ 37,000 White Male $ 450 Ohio 440 12 $ 1,300 White Female $ 280 Ohio 440 12 $ 18,000 White Female . Ohio 340 12 $ 20,000 White Male . Ohio 355 12 $ 20,000 White Male . Ohio 740 16 $ 20,000 White Female . Ohio 745 16 $ 27,500 White Female . Ohio 740 12 $ 22,000 White Male . Ohio 740 10 $ 12,000 White Female . Ohio 740 14 $ 29,236 White Female $ 562 Ohio 440 12 $ 8,818 White Male $ 600 Ohio 460 16 $ 125,000 White Male . Ohio 640 13 $ 20,000 White Male . Ohio 743 12 $ 16,700 White Female . Ohio 740 16 $ 58,328 White Male . Ohio 640 16 $ 40,000 White Male . Ohio 350 16 $ 12,000 White Female . Ohio 344 13 $ 36,500 Black Male . Ohio 340 13 $ 30,000 AsianPI Male . Ohio 340 16 $ 37,000 White Male $ 654 Ohio 440 13 $ 15,950 White Female $ 595 Ohio 440 14 $ 32,000 White Male $ 629 Ohio 860 18 $ 306,731 White Male $ 577 Ohio 840 16 $ 52,800 White Male $ 1,123 Ohio 840 16 $ 25,500 White Female $ 500 Ohio 848 16 $ 51,108 White Male . Ohio 738 12 $ 28,000 White Female . Ohio 740 13 $ 70,000 White Male . Ohio 740 16 $ 33,000 White Female . Ohio 750 12 $ 80,000 White Male . Ohio 640 12 $ 22,600 White Female . Ohio 640 13 $ 16,500 White Female . Ohio 660 16 $ 20,000 White Male . Ohio 140 16 $ 55,000 White Male . Ohio 245 13 $ 7,500 White Female . Ohio 250 18 $ 86,000 White Female . Ohio 240 13 $ 21,000 White Male . Ohio 245 12 $ 22,000 White Female . Ohio 240 12 $ 14,000 White Male . Ohio 650 12 $ 32,000 White Male . Ohio 640 13 $ 32,000 White Female . Ohio 635 10 $ 51,500 White Male . Ohio 340 13 $ 37,000 Black Female . Ohio 740 16 $ 25,000 White Male . Ohio 755 16 $ 18,000 White Male . Ohio 740 11.5 $ 11,000 Black Female . Ohio 740 11 $ 11,000 White Male . Ohio 740 13 $ 36,000 Black Female . Ohio 640 16 $ 17,600 Black Male . Ohio 6

40 13 $ 21,000 Black Female . Ohio 647 16 $ 47,239 White Male . Ohio 3

0 13 $ 35,000 White Male . Ohio 360 18 $ 306,731 White Male . Ohio 340 16 $ 24,000 White Female . Ohio 340 11.5 $ 13,000 Black Female . Ohio 340 13 $ 62,365 White Male . Ohio 340 16 $ 40,000 White Male $ 1,115 Ohio 840 13 $ 30,000 White Male $ 360 Ohio 840 16 $ 16,000 White Male . Ohio 740 12 $ 50,000 White Female . Ohio 640 14 $ 27,500 Black Male . Ohio 142 13 $ 40,000 White Male . Ohio 140 12 $ 42,000 White Male . Ohio 6

0 12 $ 35,700 White Male . Ohio 540 12 $ 15,600 White Female . Ohio 540 16 $ 20,000 White Female . Ohio 540 14 $ 15,433 White Female . Ohio 5

0 13 $ 12,000 White Female . Ohio 542 12 $ 52,000 White Male . Ohio 540 16 $ 47,440 White Female . Ohio 548 12 $ 50,913 White Male . Ohio 740 12 $ 33,300 White Female . Ohio 350 13 $ 17,000 White Male . Ohio 345 16 $ 85,000 White Male . Ohio 340 12 $ 15,000 White Female . Ohio 340 13 $ 28,000 White Male . Ohio 235 12 $ 6,000 White Female . Ohio 255 13 $ 28,000 Black Male . Ohio 540 12 $ 25,387 White Female . Ohio 760 16 $ - White Male . Ohio 740 12 $ 35,000 White Male $ 673 Ohio 440 13 $ 45,000 White Male $ 917 Ohio 460 18 $ 103,000 White Male . Ohio 250 14 $ 30,500 White Male . Ohio 340 13 $ 72,000 White Male . Ohio 640 18 $ 18,000 White Female . Ohio 640 12 $ 20,500 White Female . Ohio 340 13 $ 40,000 White Male . Ohio 650 12 $ 40,000 White Male . Ohio 640 12 $ 30,000 White Female . Ohio 640 16 $ 70,000 White Male . Ohio 640 13 $ 20,000 White Female $ 673 Ohio 460 12 $ 25,800 White Male $ 1,078 Ohio 4

0 18 $ 50,000 White Male . Ohio 760 14 $ 149,925 White Male . Ohio 740 13 $ - White Male . Ohio 740 13 $ 28,000 White Female . Ohio 745 13 $ 55,992 White Male . Ohio 340 18 $ 75,000 White Male . Ohio 340 16 $ 14,000 White Female . Ohio 549 14 $ 45,100 White Male . Ohio 550 16 $ 47,000 White Female . Ohio 535 11.5 $ 9,440 White Male . Ohio 3

40 16 $ 42,000 White Male . Ohio 760 16 $ 47,000 White Male . Ohio 340 13 $ 27,000 White Male $ 519 Ohio 840 16 $ 30,000 White Male $ 577 Ohio 840 14 $ 60,000 Black Male $ 1,154 Ohio 850 16 $ 54,000 White Male $ 800 Ohio 840 12 $ 48,000 White Female $ 530 Ohio 840 11.5 $ 28,905 Black Male . Ohio 240 16 $ 30,000 White Male . Ohio 240 16 $ 30,000 White Female . Ohio 250 12 $ 21,500 White Male . Ohio 240 16 $ 30,000 White Male . Ohio 240 12 $ 4,480 White Male . Ohio 240 12 $ 52,000 White Male . Ohio 237 13 $ 65,000 White Female . Ohio 240 12 $ - White Male . Ohio 260 16 $ 35,000 White Female . Ohio 235 13 $ - White Male . Ohio 3

0 12 $ - White Male . Ohio 140 12 $ 36,615 White Male . Ohio 140 12 $ 50,000 White Male . Ohio 740 13 $ 29,000 IndEsk Female . Ohio 155 12 $ 20,000 White Male . Ohio 140 12 $ 14,000 White Female . Ohio 140 12 $ 3,000 White Male . Ohio 150 13 $ 42,000 White Male . Ohio 340 12 $ 40,000 White Female . Ohio 360 18 $ 306,731 AsianPI Male . Ohio 360 16 $ 75,000 White Male . Ohio 150 12 $ 31,000 White Male $ 730 Ohio 438 12 $ 24,000 White Male $ 255 Ohio 445 12 $ 17,000 White Female . Ohio 640 14 $ 55,000 White Male . Ohio 140 16 $ 43,000 White Female $ 808 Ohio 440 13 $ 40,000 White Female . Ohio 135 13 $ 14,000 White Female . Ohio 5

0 16 $ 45,000 White Male . Ohio 540 16 $ 16,476 White Female . Ohio 340 13 $ 13,520 Black Female . Ohio 340 12 $ 15,600 White Male . Ohio 638 9 $ 11,000 White Female . Ohio 640 16 $ 30,000 White Female . Ohio 540 12 $ 18,200 Black Male $ 760 Ohio 840 10 $ 2,500 White Female $ 300 Ohio 840 12 $ 27,372 White Female . Ohio 540 18 $ - White Male . Ohio 450 12 $ 33,000 White Female $ 654 Ohio 440 16 $ - White Male . Ohio 755 16 $ 10,000 White Male . Ohio 7

0 16 $ - White Male . Ohio 755 16 $ - White Male . Ohio 755 18 $ 98,000 White Female . Ohio 6

0 18 $ 30,000 White Male . Ohio 740 16 $ 29,200 White Male . Ohio 7

40 8 $ 13,000 Black Female . Ohio 250 18 $ 57,000 Black Male $ 1,154 Ohio 845 18 $ 53,000 Black Female $ 769 Ohio 8

0 18 $ - White Male . Ohio 855 16 $ 150,000 White Male . Ohio 240 12 $ 17,600 Black Female $ 329 Ohio 840 12 $ 20,289 White Female $ 256 Ohio 848 12 $ 58,000 White Male $ 1,115 Ohio 440 12 $ 32,000 White Female $ 615 Ohio 450 12 $ 8,300 White Female . Ohio 240 8 $ 25,000 White Male . Ohio 650 13 $ 46,000 White Female . Ohio 539 16 $ 21,000 White Male . Ohio 6

0 13 $ 20,000 White Female . Ohio 640 8 $ 2,000 White Male . Ohio 660 12 $ 36,495 White Male . Ohio 638 13 $ 35,961 White Female . Ohio 640 13 $ 9,200 Black Female . Ohio 540 13 $ 21,375 Black Male . Ohio 540 12 $ 50,000 White Male . Ohio 540 13 $ 9,000 White Female . Ohio 570 16 $ 81,000 White Male . Ohio 540 12 $ 25,000 White Male . Ohio 540 12 $ 27,000 White Male . Ohio 740 12 $ - White Female . Ohio 745 12 $ 14,000 White Male . Ohio 740 16 $ 20,000 White Male $ 1,000 Ohio 8



0 16 $ 58,000 White Female . Ohio 240 10 $ 25,000 Black Male . Ohio 2

0 10 $ 11,440 Black Male . Ohio 20 16 $ 44,000 Black Male . Ohio 20 16 $ 55,000 Black Female . Ohio 2

40 16 $ 35,000 Black Female . Ohio 345 13 $ - White Female . Ohio 350 12 $ 62,000 White Male . Ohio 740 13 $ 18,000 Black Female . Ohio 740 12 $ 20,800 White Female $ 440 Ohio 440 16 $ 50,000 White Female $ 962 Ohio 460 18 $ 85,000 White Female $ 2,045 Ohio 850 18 $ - White Male . Ohio 850 14 $ 112,800 White Male $ 1,015 Ohio 842 18 $ 65,000 White Male . Ohio 160 16 $ 35,000 White Female . Ohio 145 12 $ 18,000 White Female . Ohio 140 13 $ 37,000 White Male . Ohio 140 16 $ 34,000 White Male . Ohio 140 16 $ 20,000 White Female . Ohio 165 12 $ - White Male . Ohio 540 16 $ 38,000 Black Female . Ohio 370 18 $ 41,000 White Male . Ohio 7

45 12 $ 17,000 White Female . Ohio 340 13 $ 75,000 White Male . Ohio 697 12 $ 60,000 White Male $ 600 Ohio 840 12 $ 24,000 White Female $ 400 Ohio 840 12 $ 35,000 White Male . Ohio 140 12 $ 15,000 Black Male . Ohio 740 13 $ - White Female . Ohio 740 12 $ 21,000 White Male . Ohio 735 14 $ 13,339 White Female . Ohio 238 16 $ 57,782 White Female . Ohio 760 18 $ 12,000 White Male . Ohio 765 16 $ 5,000 White Female . Ohio 750 18 $ 85,000 White Female . Ohio 6

0 16 $ 30,870 White Male . Ohio 236 13 $ 50,000 White Female . Ohio 140 16 $ 50,000 White Male . Ohio 140 16 $ 37,000 White Male . Ohio 150 14 $ 390,510 White Female . Ohio 150 16 $ 39,000 White Male . Ohio 560 16 $ 30,000 White Male . Ohio 538 12 $ 10,000 Black Female . Ohio 338 12 $ 18,000 Black Male . Ohio 340 11.5 $ 30,000 White Male . Ohio 655 13 $ 24,000 White Male . Ohio 252 18 $ 40,000 White Female . Ohio 140 18 $ 70,000 White Female . Ohio 160 12 $ 60,000 White Male . Ohio 145 16 $ 20,000 White Male $ 780 Ohio 836 13 $ 12,500 White Female $ 288 Ohio 840 13 $ 42,000 White Male . Ohio 660 12 $ 60,000 White Male . Ohio 640 12 $ 48,048 White Male $ 654 Ohio 440 10 $ 40,000 White Female . Ohio 740 18 $ 38,000 White Male . Ohio 550 13 $ 65,406 White Male . Ohio 550 14 $ 44,000 White Male . Ohio 240 12 $ 23,000 White Male . Ohio 240 12 $ 22,000 White Male . Ohio 540 13 $ 35,000 White Female . Ohio 640 13 $ 45,000 White Male . Ohio 640 13 $ 30,000 White Male . Ohio 740 12 $ 29,000 White Female . Ohio 640 16 $ 25,000 Black Male . Ohio 140 13 $ 35,700 White Male . Ohio 140 12 $ 24,000 White Female . Ohio 1

0 12 $ 36,500 White Male . Ohio 140 12 $ 28,000 White Male . Ohio 560 13 $ 30,000 White Female . Ohio 540 18 $ 42,526 White Male . Ohio 740 12 $ 18,200 White Male . Ohio 740 13 $ 42,000 Black Male . Ohio 740 13 $ 33,000 White Male . Ohio 740 16 $ 32,000 White Female $ 615 Ohio 440 12 $ 11,267 White Female $ 290 Ohio 4

75 12 $ 51,300 White Male $ 600 Ohio 480 18 $ 52,500 Black Male . Ohio 240 18 $ 27,500 White Female . Ohio 240 16 $ 40,000 White Male . Ohio 2

0 16 $ 15,000 White Female . Ohio 348 14 $ 35,200 White Male . Ohio 350 12 $ 27,500 White Male $ 519 Ohio 835 12 $ 15,000 White Female $ 390 Ohio 842 16 $ 10,400 White Female $ 320 Ohio 840 12 $ 30,000 White Male $ 577 Ohio 836 13 $ 40,000 White Female $ 756 Ohio 850 13 $ 50,000 White Male $ 1,000 Ohio 850 16 $ 68,000 White Male . Ohio 655 12 $ 10,500 White Female $ 333 Ohio 840 13 $ 45,000 White Male . Ohio 340 13 $ 42,000 White Female . Ohio 345 13 $ 60,000 White Female $ 1,173 Ohio 440 12 $ 36,000 White Male . Ohio 540 13 $ - White Male . Ohio 540 12 $ 12,000 Black Female . Ohio 340 16 $ 96,406 White Male . Ohio 250 12 $ 25,000 White Male . Ohio 743 16 $ 145,000 White Male . Ohio 640 12 $ 18,800 Black Male . Ohio 5

0 12 $ 14,000 Black Female . Ohio 550 16 $ 135,000 White Male . Ohio 2

0 18 $ 65,000 White Female . Ohio 250 16 $ 10,000 White Female . Ohio 240 12 $ 22,000 White Male . Ohio 540 16 $ 25,000 White Female $ 1,180 Ohio 470 18 $ 306,731 White Male . Ohio 350 16 $ 55,000 White Female . Ohio 360 16 $ 5,000 White Female . Ohio 3

0 16 $ 28,000 White Female $ 737 Ohio 455 16 $ 52,000 White Male $ 1,000 Ohio 445 16 $ 63,000 White Male $ 1,212 Ohio 440 16 $ 30,000 White Male . Ohio 1

0 18 $ 120,000 White Male . Ohio 260 16 $ 100,000 White Female . Ohio 240 13 $ 45,000 White Male $ 865 Ohio 855 12 $ 43,000 White Male $ 859 Ohio 845 12 $ 60,000 White Male . Ohio 540 13 $ 11,000 Black Female . Ohio 670 18 $ 100,000 White Male . Ohio 3

0 18 $ 45,000 White Female $ 1,000 Ohio 440 10 $ 6,500 White Female . Ohio 750 12 $ 29,000 White Male . Ohio 540 12 $ 20,000 White Male . Ohio 340 13 $ 40,000 White Male . Ohio 255 16 $ 99,000 White Male . Ohio 240 11.5 $ 47,375 White Female . Ohio 340 11.5 $ 35,576 White Male . Ohio 335 10 $ 750 White Female $ 200 Ohio 460 13 $ - Black Female . Ohio 4

60 13 $ 51,000 Black Male $ 981 Ohio 499 12 $ 30,000 White Male $ 577 Ohio 490 16 $ 30,000 White Female $ 577 Ohio 445 16 $ 30,000 Black Female $ 577 Ohio 435 13 $ - White Female . Ohio 160 13 $ 150,000 White Male . Ohio 137 16 $ 49,915 White Female . Ohio 240 16 $ 34,000 White Male . Ohio 240 16 $ 34,500 White Male . Ohio 740 12 $ 16,800 White Male $ 318 Ohio 440 12 $ 24,000 White Male . Ohio 640 13 $ 25,992 White Male . Ohio 240 12 $ 16,200 White Male $ 480 Ohio 860 16 $ 314,731 White Male $ 650 Ohio 838 12 $ 26,000 Black Female . Ohio 756 13 $ 41,800 White Female . Ohio 740 13 $ 40,000 White Male . Ohio 635 14 $ 27,000 White Female . Ohio 640 12 $ 25,000 White Male . Ohio 740 12 $ 20,000 White Female . Ohio 740 14 $ 37,700 White Male . Ohio 740 16 $ 52,000 White Male . Ohio 745 16 $ 45,000 White Female $ 865 Ohio 850 16 $ 75,000 White Male $ 1,525 Ohio 845 16 $ 36,000 White Female $ 692 Ohio 840 13 $ 43,808 White Female . Ohio 540 12 $ 11,000 White Female . Ohio 637 16 $ 5,000 White Female . Ohio 240 12 $ 43,000 Black Female . Ohio 3

0 12 $ - White Male . Ohio 240 18 $ 70,000 White Female . Ohio 240 13 $ 20,000 White Male . Ohio 240 12 $ 17,680 White Female $ 340 Ohio 840 12 $ 17,680 White Female $ 340 Ohio 860 14 $ 100,000 White Male . Ohio 740 10 $ 35,000 White Male . Ohio 740 14 $ 42,000 White Female . Ohio 740 12 $ 30,000 White Female . Ohio 745 16 $ 24,000 White Male $ 500 Ohio 840 12 $ 348,516 White Male $ 530 Ohio 860 16 $ 90,000 White Male . Ohio 635 12 $ 13,000 White Female . Ohio 640 12 $ 23,816 White Female . Ohio 640 12 $ 23,920 White Male $ 320 Ohio 440 12 $ 19,000 White Female $ 344 Ohio 450 11 $ 35,000 White Male . Ohio 655 12 $ 36,400 White Male . Ohio 338 12 $ 20,000 White Female . Ohio 365 12 $ 90,000 White Male $ 1,731 Ohio 465 16 $ 60,000 White Female $ 1,154 Ohio 440 14 $ 21,793 White Female . Ohio 150 12 $ 47,000 White Male . Ohio 140 16 $ 11,000 White Male . Ohio 250 13 $ 28,000 White Male . Ohio 2

40 12 $ 25,000 White Male . Ohio 640 18 $ 55,000 White Male $ 1,058 Ohio 850 16 $ 125,000 White Male . Ohio 1

0 18 $ 70,000 White Male . Ohio 240 16 $ 60,000 White Male . Ohio 240 12 $ 31,000 White Male . Ohio 740 16 $ 28,000 White Female . Ohio 750 12 $ 63,000 White Male . Ohio 750 12 $ 10,000 White Female . Ohio 140 12 $ 30,000 White Male . Ohio 147 12 $ 33,000 White Male . Ohio 640 13 $ 17,000 White Female . Ohio 654 12 $ 15,000 White Male . Ohio 650 13 $ 55,000 Black Male . Ohio 540 12 $ 25,000 Black Female . Ohio 540 12 $ 66,000 White Female . Ohio 540 12 $ 18,720 White Male . Ohio 550 13 $ 44,000 White Male . Ohio 255 12 $ 22,000 White Male . Ohio 240 12 $ 20,000 White Female . Ohio 140 9 $ 18,000 Black Female . Ohio 140 18 $ 65,000 White Male . Ohio 140 16 $ 49,500 White Female . Ohio 140 18 $ 72,000 White Male . Ohio 140 12 $ 60,000 White Male . Ohio 340 13 $ 45,000 White Male . Ohio 340 13 $ 17,506 White Female . Ohio 540 18 $ 13,000 White Male . Ohio 7

0 12 $ 25,000 White Female . Ohio 740 13 $ 80,000 White Male $ 610 Ohio 840 12 $ 3,000 White Female $ 711 Ohio 850 12 $ 75,000 White Female . Ohio 6

0 18 $ - White Male . Ohio 555 18 $ 306,731 White Male . Ohio 570 18 $ 327,731 White Male . Ohio 535 16 $ - White Female . Ohio 540 16 $ 8,000 White Male . Ohio 540 11 $ 70,000 White Male . Ohio 738 11 $ 14,000 White Male . Ohio 740 12 $ 20,000 White Female . Ohio 740 12 $ 31,009 White Female . Ohio 655 12 $ 6,000 White Male . Ohio 140 12 $ 42,000 Black Female . Ohio 1

0 12 $ - White Male . Ohio 140 13 $ 21,000 Black Male . Ohio 145 14 $ 32,000 Black Female . Ohio 1

0 13 $ 19,900 White Female . Ohio 145 12 $ 22,000 White Female . Ohio 360 12 $ 38,000 White Male . Ohio 350 12 $ 31,450 White Male . Ohio 140 13 $ 30,000 White Female $ 577 Ohio 440 12 $ 12,000 White Female $ 340 Ohio 440 18 $ 40,000 White Female $ 440 Ohio 460 16 $ 30,000 White Male . Ohio 4

40 12 $ - White Male . Ohio 80 12 $ 25,000 White Male $ 961 Ohio 40 12 $ 25,000 White Female $ 317 Ohio 40 12 $ 7,589 White Male $ 240 Ohio 4

45 13 $ 40,000 White Male $ 692 Ohio 442 13 $ 44,000 White Female $ 808 Ohio 440 13 $ 15,000 White Male $ 320 Ohio 444 12 $ 45,000 White Male . Ohio 140 12 $ 70,000 White Male . Ohio 340 16 $ 38,000 White Female . Ohio 350 12 $ 48,000 White Male . Ohio 640 12 $ 25,000 Black Female . Ohio 650 18 $ - White Male . Ohio 840 16 $ 30,000 White Female $ 577 Ohio 840 13 $ 31,000 White Male . Ohio 560 12 $ 18,000 White Female . Ohio 140 13 $ 11,700 White Male . Ohio 240 12 $ 8,000 White Male . Ohio 2

0 13 $ 99,925 White Male . Ohio 438 13 $ 35,999 White Female $ 673 Ohio 440 18 $ 60,000 White Male . Ohio 340 16 $ 20,000 White Female . Ohio 345 13 $ 28,000 Black Male . Ohio 640 12 $ 45,000 White Male . Ohio 754 12 $ 3,337 White Female $ 325 Ohio 840 12 $ 20,000 White Female $ 210 Ohio 845 12 $ 30,000 White Female . Ohio 140 13 $ 50,000 AsianPI Female . Ohio 660 9 $ 29,000 White Male . Ohio 640 16 $ 65,000 White Male . Ohio 560 13 $ 36,000 White Male . Ohio 540 16 $ 96,000 White Male . Ohio 540 16 $ 115,000 White Male . Ohio 540 13 $ 15,000 White Male . Ohio 540 12 $ 25,000 White Female . Ohio 150 12 $ 16,000 Black Female . Ohio 540 12 $ 26,000 Black Female . Ohio 5

0 16 $ 55,000 White Female . Ohio 140 16 $ 27,000 White Female $ 481 Ohio 840 13 $ 22,000 White Male $ 307 Ohio 850 12 $ 40,300 White Female $ 769 Ohio 850 12 $ 43,000 White Female $ 750 Ohio 840 16 $ 59,089 White Male . Ohio 335 18 $ 42,000 White Female . Ohio 340 13 $ 2,000 White Male . Ohio 340 16 $ 30,000 White Female . Ohio 350 16 $ 90,000 White Male . Ohio 240 16 $ 60,000 White Female . Ohio 240 16 $ 49,000 White Male . Ohio 740 12 $ 30,000 White Male . Ohio 740 16 $ 11,000 White Female . Ohio 750 16 $ - White Male . Ohio 240 16 $ 28,000 White Female . Ohio 740 12 $ 16,000 White Female . Ohio 3

40 12 $ 18,000 White Female $ 480 Ohio 450 14 $ 65,000 White Male $ 1,000 Ohio 840 13 $ 24,000 White Female $ 256 Ohio 840 12 $ 30,000 White Male $ 480 Ohio 851 13 $ 52,000 IndEsk Male . Ohio 740 16 $ 21,000 White Female . Ohio 738 14 $ 35,000 White Male . Ohio 146 14 $ 15,000 White Female . Ohio 150 13 $ 38,000 White Male $ 800 Ohio 840 14 $ 58,000 White Female . Ohio 340 12 $ 21,000 White Male . Ohio 340 18 $ 56,535 White Male . Ohio 2

0 18 $ 50,000 AsianPI Male . Ohio 340 12 $ 25,000 White Male . Ohio 650 16 $ 15,000 White Male . Ohio 650 16 $ 37,000 White Female . Ohio 345 13 $ 52,200 White Male . Ohio 340 16 $ 134,925 White Male $ 923 Ohio 440 13 $ 40,000 Black Male . Ohio 640 13 $ 60,000 White Male $ 900 Ohio 850 18 $ 39,000 White Male . Ohio 640 18 $ 52,000 White Female . Ohio 240 16 $ 85,000 White Male . Ohio 2

0 16 $ 6,000 White Female . Ohio 565 16 $ 53,000 White Male . Ohio 540 18 $ 99,000 White Male . Ohio 255 13 $ - White Male . Ohio 340 13 $ 35,000 White Male . Ohio 240 12 $ 24,000 White Female . Ohio 240 12 $ 14,000 White Male . Ohio 540 12 $ 37,000 Black Male . Ohio 340 12 $ 50,000 White Male . Ohio 340 13 $ 80,000 AsianPI Male $ 610 Ohio 440 16 $ 28,000 AsianPI Male $ 960 Ohio 440 12 $ 3,000 AsianPI Female $ 400 Ohio 440 12 $ 13,624 AsianPI Male $ 321 Ohio 440 13 $ 15,125 AsianPI Male $ 400 Ohio 440 12 $ 38,740 White Male . Ohio 1

0 12 $ 8,500 White Female . Ohio 140 12 $ 50,000 White Male . Ohio 140 12 $ 30,000 White Female . Ohio 3

0 16 $ 53,613 Black Female $ 1,019 Ohio 40 12 $ 43,000 Black Female . Ohio 30 12 $ 45,000 Black Male . Ohio 30 13 $ 60,000 Black Male . Ohio 6

40 12 $ 25,000 White Male . Ohio 740 10 $ - Black Female $ 250 Ohio 840 12 $ 42,500 White Male . Ohio 645 12 $ 55,000 White Female . Ohio 640 13 $ 31,000 Black Female . Ohio 140 12 $ 30,000 White Female . Ohio 7

0 18 $ 50,000 White Male . Ohio 740 12 $ 45,000 Black Male . Ohio 245 13 $ 70,000 White Male . Ohio 1

50 16 $ 31,200 White Female . Ohio 10 12 $ 20,000 White Male . Ohio 1

40 8 $ 20,000 White Male . Ohio 340 13 $ 39,500 White Female . Ohio 348 12 $ 42,000 White Male . Ohio 2


0 18 $ 56,000 White Female . Ohio 245 16 $ 55,000 White Male . Ohio 250 16 $ 80,000 White Male . Ohio 650 8 $ 34,324 White Male $ 662 Ohio 440 12 $ 69,000 White Male . Ohio 445 13 $ 17,000 White Male . Ohio 540 12 $ 35,000 White Female . Ohio 240 13 $ 26,000 White Male . Ohio 240 18 $ 27,000 White Female . Ohio 240 16 $ 45,000 White Male $ 865 Ohio 440 13 $ 38,900 White Male $ 780 Ohio 436 16 $ 41,500 White Female $ 792 Ohio 440 16 $ 68,000 White Male $ 1,308 Ohio 440 18 $ 70,000 White Female $ 1,346 Ohio 460 18 $ 100,000 White Female . Ohio 540 18 $ 23,000 White Female . Ohio 540 11 $ 13,208 Black Female . Ohio 640 12 $ 21,000 White Male . Ohio 648 18 $ 422,204 White Female $ 1,223 Ohio 858 16 $ 150,000 White Male $ 1,425 Ohio 835 16 $ 20,000 White Female $ 404 Ohio 448 12 $ 15,000 Black Male . Ohio 570 12 $ 28,000 Black Male . Ohio 540 14 $ 43,680 White Female $ 840 Ohio 840 18 $ 34,373 White Male $ 661 Ohio 848 12 $ 15,000 White Male $ 624 Ohio 840 13 $ 120,000 White Male $ 450 Ohio 845 12 $ 26,000 White Male . Ohio 740 12 $ 52,000 White Male $ 720 Ohio 840 12 $ 25,000 Black Male $ 481 Ohio 840 16 $ 50,000 White Male $ 962 Ohio 840 12 $ 24,836 White Male . Ohio 245 12 $ 33,800 White Male . Ohio 140 12 $ 19,000 White Female . Ohio 138 13 $ 16,000 Black Female . Ohio 135 13 $ 40,000 White Male . Ohio 140 16 $ 75,000 White Female . Ohio 160 12 $ 15,600 White Male . Ohio 7

0 12 $ - White Male . Ohio 145 12 $ 20,000 White Male . Ohio 158 12 $ 20,000 White Male . Ohio 145 18 $ 70,000 White Male . Ohio 135 16 $ 44,000 White Female . Ohio 140 16 $ 75,000 White Male . Ohio 140 18 $ 75,000 White Female . Ohio 140 18 $ 80,000 White Male . Ohio 240 12 $ 30,000 Black Male $ 570 Ohio 4

0 13 $ 25,000 Black Female . Ohio 440 13 $ 30,000 White Female . Ohio 540 13 $ 30,500 White Male . Ohio 540 12 $ 35,000 White Female . Ohio 845 12 $ 28,000 White Male . Ohio 840 13 $ 16,000 White Male . Ohio 640 16 $ 42,000 White Female . Ohio 640 12 $ 30,240 White Male . Ohio 538 13 $ 36,400 White Female . Ohio 545 12 $ 69,079 White Male . Ohio 540 12 $ 29,000 White Female . Ohio 540 18 $ 34,400 AsianPI Female . Ohio 140 18 $ 60,000 IndEsk Male . Ohio 140 13 $ 42,000 White Female . Ohio 650 16 $ 105,000 White Male $ 1,500 Ohio 450 14 $ 45,000 White Male . Ohio 540 10 $ 6,000 White Male $ 350 Ohio 840 12 $ 62,000 White Male $ 380 Ohio 840 16 $ 35,000 White Female $ 769 Ohio 840 12 $ 18,800 Black Male . Ohio 755 13 $ 107,665 White Male . Ohio 655 16 $ 62,000 White Male . Ohio 640 12 $ 25,000 White Female . Ohio 650 14 $ 49,000 White Male . Ohio 640 12 $ 17,000 White Female . Ohio 640 18 $ 70,000 White Female . Ohio 660 18 $ 76,000 White Male . Ohio 640 12 $ 25,000 White Male . Ohio 555 18 $ 120,000 White Male $ 2,317 Ohio 440 16 $ 41,392 White Male $ 798 Ohio 445 16 $ 50,000 White Male $ 923 Ohio 840 12 $ 53,000 White Male . Ohio 350 16 $ 58,000 White Female . Ohio 452 14 $ 56,000 White Male . Ohio 3

0 12 $ 45,000 White Male . Ohio 740 10 $ 16,640 White Female $ 320 Ohio 840 12 $ 21,000 White Female $ 200 Ohio 450 16 $ 78,000 White Female $ 1,500 Ohio 450 16 $ 85,000 White Male $ 1,635 Ohio 440 18 $ 75,000 White Male . Ohio 340 16 $ 140,000 White Male . Ohio 340 16 $ 98,000 White Female . Ohio 340 18 $ 40,000 White Female $ 1,115 Ohio 440 12 $ 25,000 Black Female . Ohio 340 18 $ 100,000 White Male . Ohio 340 18 $ 35,000 White Female . Ohio 340 18 $ 59,925 White Male . Ohio 340 16 $ 92,000 White Female $ 1,846 Ohio 840 12 $ 32,130 White Female . Ohio 340 13 $ 38,000 White Female . Ohio 352 12 $ 41,000 White Male . Ohio 350 13 $ 30,000 White Male . Ohio 260 18 $ 100,000 White Male . Ohio 240 18 $ 45,000 White Female . Ohio 2

60 18 $ 131,925 White Male . Ohio 240 16 $ 20,050 White Female $ 923 Ohio 845 12 $ 32,000 White Female . Ohio 640 13 $ 29,000 White Male . Ohio 740 12 $ 91,000 White Male . Ohio 740 13 $ 50,000 White Male . Ohio 740 13 $ 30,000 White Female . Ohio 745 16 $ 81,000 White Male . Ohio 755 16 $ 35,000 White Female . Ohio 740 13 $ 40,000 White Male . Ohio 640 12 $ 30,000 White Male . Ohio 745 12 $ 25,000 White Male . Ohio 740 12 $ 25,500 White Female . Ohio 744 13 $ 42,000 White Male . Ohio 760 12 $ 75,000 White Male $ 1,500 Ohio 835 12 $ 13,000 White Female $ 400 Ohio 840 12 $ 108,000 White Male . Ohio 540 11 $ 11,920 White Female . Ohio 640 11 $ 38,000 White Male . Ohio 640 12 $ 25,000 White Female . Ohio 540 12 $ 10,000 White Female . Ohio 640 11 $ 14,000 White Male . Ohio 645 12 $ 29,000 White Male . Ohio 645 12 $ 34,000 White Female . Ohio 640 13 $ 38,000 White Male $ 442 Ohio 440 12 $ 38,000 White Male . Ohio 640 13 $ 21,000 White Female . Ohio 640 12 $ 32,000 White Male . Ohio 240 11 $ 40,000 Black Male . Ohio 240 12 $ 22,000 Black Female . Ohio 240 16 $ 17,100 White Female . Ohio 140 13 $ 65,000 White Male $ 750 Ohio 440 12 $ 38,000 White Female . Ohio 640 12 $ 22,000 White Male . Ohio 540 12 $ 2,500 White Male . Ohio 540 13 $ 48,000 Black Female . Ohio 340 12 $ 18,000 White Female . Ohio 148 13 $ 27,676 White Male $ 653 Ohio 455 16 $ 110,000 White Male . Ohio 350 18 $ 80,000 White Female . Ohio 350 13 $ 78,000 White Male . Ohio 340 12 $ 38,000 White Female . Ohio 640 12 $ 17,000 White Female . Ohio 740 13 $ 41,500 White Male . Ohio 647 18 $ 306,731 White Male $ 2,885 Ohio 855 16 $ 135,000 White Male . Ohio 650 16 $ 120,000 White Male . Ohio 655 16 $ 30,000 White Male . Ohio 740 13 $ 51,500 White Male . Ohio 540 16 $ - White Female . Ohio 654 13 $ 53,300 White Male $ 695 Ohio 840 14 $ 42,000 White Male $ 808 Ohio 840 12 $ 12,000 White Female . Ohio 540 11 $ - White Male . Ohio 6

60 18 $ 90,000 Black Male $ 2,019 Ohio 40 18 $ 160,000 Black Male . Ohio 2

35 13 $ 15,400 Black Female . Ohio 540 14 $ 23,000 White Female . Ohio 540 12 $ 12,326 White Female . Ohio 538 12 $ 14,780 White Female $ 284 Ohio 440 13 $ 60,000 White Male . Ohio 360 16 $ 36,400 White Male . Ohio 345 13 $ 29,500 White Male . Ohio 240 13 $ 10,000 White Female . Ohio 255 16 $ 44,000 White Male . Ohio 165 12 $ 47,025 White Male . Ohio 545 12 $ 34,000 White Male . Ohio 640 18 $ 34,400 Black Female $ 791 Ohio 840 12 $ 14,000 White Female . Ohio 540 13 $ 36,000 White Female . Ohio 545 13 $ 4,000 White Male . Ohio 548 12 $ 52,000 White Male . Ohio 540 12 $ 24,000 White Female . Ohio 540 16 $ 90,000 White Female $ 2,000 Ohio 450 16 $ 85,000 White Male $ 1,525 Ohio 440 16 $ 27,000 White Male . Ohio 540 12 $ 6,000 White Male . Ohio 540 12 $ 32,000 White Female . Ohio 540 18 $ 80,000 AsianPI Female $ 1,538 Ohio 840 16 $ 75,000 White Male $ 1,731 Ohio 845 18 $ 59,500 White Male . Ohio 260 12 $ 40,000 White Male . Ohio 340 12 $ 5,000 White Female . Ohio 340 16 $ 40,000 Black Female . Ohio 240 16 $ 35,000 White Male . Ohio 550 18 $ 42,000 White Female . Ohio 750 13 $ 30,000 White Male . Ohio 750 12 $ 44,000 White Female . Ohio 140 18 $ 54,000 Black Female . Ohio 140 12 $ - Black Male . Ohio 250 18 $ 28,800 White Female $ 525 Ohio 840 16 $ 53,500 White Female . Ohio 640 16 $ 32,000 White Female . Ohio 650 16 $ 61,000 White Female . Ohio 340 16 $ 37,000 White Female . Ohio 340 13 $ 39,000 White Male . Ohio 556 13 $ 24,000 White Male . Ohio 640 12 $ 30,000 White Female . Ohio 640 18 $ 55,000 White Male $ 1,200 Ohio 440 16 $ 50,000 AsianPI Male $ 785 Ohio 840 16 $ 72,000 AsianPI Male $ 785 Ohio 898 18 $ 83,200 White Male . Ohio 598 18 $ 134,400 White Female . Ohio 547 14 $ 33,000 White Male $ 691 Ohio 440 12 $ 48,000 White Male . Ohio 540 13 $ 22,000 White Female . Ohio 540 12 $ 59,000 White Male $ 1,135 Ohio 440 12 $ 18,000 White Female . Ohio 6

40 16 $ 55,000 White Female $ 1,250 Ohio 840 12 $ 30,500 White Female . Ohio 750 18 $ 60,000 White Male . Ohio 735 18 $ 50,000 White Male . Ohio 335 16 $ 5,300 White Female . Ohio 340 12 $ 20,000 White Female $ 300 Ohio 840 12 $ 40,000 White Male $ 620 Ohio 840 16 $ 55,000 White Male $ 1,115 Ohio 840 18 $ 60,000 White Male . Ohio 545 18 $ 52,000 White Male $ 1,000 Ohio 450 16 $ 45,000 White Female . Ohio 760 18 $ 80,000 White Male . Ohio 740 12 $ 22,000 White Female . Ohio 767 12 $ 74,000 White Male . Ohio 650 16 $ 61,000 White Female . Ohio 660 16 $ 82,000 White Male . Ohio 648 16 $ 47,000 White Male . Ohio 140 18 $ 41,000 White Female . Ohio 136 12 $ 8,000 White Female . Ohio 150 18 $ 100,000 White Male . Ohio 240 18 $ 35,000 White Female . Ohio 260 16 $ 60,000 White Male . Ohio 240 12 $ 29,700 White Male $ 532 Ohio 444 10 $ - White Female . Ohio 440 16 $ 39,000 White Male $ 1,538 Ohio 440 12 $ 35,000 White Female $ 704 Ohio 440 12 $ 27,000 White Male $ 865 Ohio 840 12 $ 2,900 White Female $ 280 Ohio 840 12 $ 49,000 White Female $ 942 Ohio 840 13 $ 23,000 White Female . Ohio 660 14 $ - White Male . Ohio 650 13 $ 43,000 White Male . Ohio 140 12 $ 15,000 White Female . Ohio 148 16 $ 70,000 White Male . Ohio 6

0 13 $ 22,000 White Male . Ohio 538 12 $ 21,000 White Female . Ohio 550 12 $ - White Male . Ohio 2

0 18 $ 306,731 White Male . Ohio 240 12 $ 25,000 Black Female . Ohio 240 12 $ 32,000 White Male . Ohio 538 12 $ 22,000 White Female . Ohio 540 18 $ 52,000 AsianPI Female $ 615 Ohio 455 12 $ 45,000 White Male . Ohio 540 16 $ - White Male . Ohio 640 18 $ 59,000 White Female . Ohio 640 12 $ 15,500 Black Female . Ohio 740 10 $ 18,720 White Male $ 400 Ohio 840 12 $ 11,000 AsianPI Male $ 280 Ohio 836 13 $ 26,000 White Female . Ohio 740 11.5 $ 11,500 Black Male . Ohio 340 13 $ 34,000 White Male . Ohio 340 18 $ 128,000 White Female . Ohio 1


36 12 $ 8,000 White Male $ 1,504 Ohio 440 12 $ 6,300 White Female . Ohio 137 12 $ 44,000 White Female . Ohio 140 13 $ 25,000 Black Female . Ohio 740 12 $ 25,000 Black Female . Ohio 740 16 $ 20,000 White Male . Ohio 340 16 $ 50,000 White Female . Ohio 340 18 $ 60,000 White Male . Ohio 340 18 $ 42,000 White Female . Ohio 340 13 $ 52,000 White Male . Ohio 545 14 $ 35,000 White Male . Ohio 750 12 $ 35,000 White Female . Ohio 7

0 12 $ 34,900 White Male $ 1,153 Ohio 840 12 $ 17,500 White Female $ 942 Ohio 840 12 $ 5,700 White Male . Ohio 540 13 $ 17,738 White Female $ 341 Ohio 447 12 $ 22,000 White Female $ 423 Ohio 450 16 $ - White Male $ 865 Ohio 450 18 $ 51,200 White Female $ 962 Ohio 440 11.5 $ 10,640 Black Female . Ohio 250 18 $ 306,731 White Male $ 2,885 Ohio 848 12 $ 20,000 Black Male $ 450 Ohio 850 13 $ 49,000 White Male . Ohio 240 18 $ 47,000 White Female . Ohio 260 12 $ 53,000 White Male . Ohio 340 12 $ 19,000 White Female . Ohio 340 12 $ 20,000 White Female . Ohio 355 12 $ 47,000 IndEsk Male . Ohio 540 18 $ 306,731 White Male . Ohio 740 16 $ 45,000 AsianPI Male $ 962 Ohio 845 16 $ 35,000 White Male . Ohio 340 12 $ 20,000 White Female . Ohio 360 18 $ - White Male . Ohio 660 16 $ 22,500 White Male $ 865 Ohio 860 12 $ - White Female . Ohio 850 13 $ 306,731 White Male $ 894 Ohio 438 16 $ 36,000 White Female $ 628 Ohio 440 16 $ 72,000 White Female $ 634 Ohio 440 16 $ 46,747 White Male $ 788 Ohio 440 12 $ 30,000 White Male $ 400 Ohio 440 12 $ 24,000 White Female $ 680 Ohio 445 12 $ 32,500 White Female $ 615 Ohio 440 12 $ 45,000 White Male $ 900 Ohio 440 12 $ - White Male . Ohio 740 16 $ 44,651 White Female . Ohio 740 12 $ 22,000 White Female . Ohio 745 13 $ 6,000 White Male . Ohio 839 16 $ 20,000 White Female $ 380 Ohio 440 16 $ 38,000 White Male $ 731 Ohio 442 13 $ 23,147 White Female $ 445 Ohio 440 13 $ 63,114 White Male $ 1,214 Ohio 458 16 $ 51,000 White Male $ 788 Ohio 840 18 $ 31,000 White Female $ 635 Ohio 848 18 $ 22,000 White Male $ 360 Ohio 8

36 11.5 $ - White Female . Ohio 240 13 $ 28,600 White Male . Ohio 150 13 $ 60,838 White Female . Ohio 250 14 $ 31,200 White Male $ 600 Ohio 840 13 $ 43,000 White Female . Ohio 150 12 $ 10,000 White Male . Ohio 260 13 $ 81,000 White Male . Ohio 160 16 $ 100,000 White Male . Ohio 140 12 $ 20,000 White Female . Ohio 140 12 $ 18,000 White Female . Ohio 140 13 $ 20,000 White Male . Ohio 140 13 $ 62,000 White Male $ 738 Ohio 440 13 $ 35,000 White Male . Ohio 740 18 $ 55,800 White Female $ 1,106 Ohio 450 12 $ 49,000 White Male . Ohio 550 18 $ 209,925 White Male . Ohio 640 18 $ 110,000 White Female . Ohio 640 18 $ 30,000 White Female . Ohio 160 16 $ 35,000 White Male . Ohio 565 11 $ 15,000 White Male . Ohio 540 12 $ 11,000 White Female . Ohio 540 18 $ 50,000 White Male . Ohio 740 12 $ 14,444 White Female . Ohio 750 18 $ 65,000 White Male . Ohio 738 13 $ 25,650 White Female $ 600 Ohio 870 16 $ 60,000 White Male . Ohio 850 18 $ - White Female . Ohio 840 12 $ 22,670 White Male . Ohio 340 13 $ 20,000 White Male $ 400 Ohio 445 12 $ 15,000 White Female . Ohio 250 12 $ 48,800 White Male . Ohio 240 16 $ 46,000 White Male . Ohio 240 12 $ 27,000 White Female . Ohio 260 12 $ 32,000 White Male . Ohio 140 13 $ 42,500 White Male . Ohio 744 16 $ 10,800 White Female . Ohio 550 16 $ 72,000 White Male . Ohio 740 12 $ 35,000 White Female . Ohio 770 12 $ 72,000 White Male . Ohio 735 16 $ 49,000 White Female $ 942 Ohio 850 16 $ 91,000 White Male $ 1,596 Ohio 840 12 $ 16,000 White Female . Ohio 140 12 $ 40,000 White Male . Ohio 538 16 $ 20,000 White Female . Ohio 3

0 16 $ 55,000 White Male $ 1,000 Ohio 840 13 $ 35,400 White Female $ 530 Ohio 850 13 $ 60,000 White Male . Ohio 540 12 $ 12,000 White Male . Ohio 540 12 $ - White Male . Ohio 240 12 $ 14,000 White Male . Ohio 240 12 $ 10,800 White Female . Ohio 240 14 $ 22,000 White Female . Ohio 650 13 $ 19,800 White Male . Ohio 645 13 $ 2,445 White Female . Ohio 6

0 10 $ 18,000 White Female . Ohio 165 13 $ 22,000 White Female . Ohio 740 12 $ 35,000 White Male $ 680 Ohio 440 12 $ 20,000 Black Female $ 385 Ohio 440 16 $ 39,000 White Female $ 750 Ohio 440 18 $ 54,000 White Male $ 1,038 Ohio 440 16 $ 48,500 White Male . Ohio 345 16 $ 50,450 White Female . Ohio 340 16 $ 24,000 White Female . Ohio 338 13 $ 11,000 White Female . Ohio 335 12 $ 32,000 White Male . Ohio 740 12 $ 20,900 White Female . Ohio 745 16 $ 80,000 White Male $ 1,538 Ohio 840 18 $ 34,000 White Male $ 654 Ohio 840 16 $ 31,000 White Female $ 692 Ohio 840 12 $ 17,000 White Male . Ohio 340 16 $ 28,650 White Male . Ohio 540 13 $ 28,000 White Female . Ohio 540 12 $ 23,500 White Male . Ohio 638 9 $ 11,000 White Female . Ohio 648 12 $ 18,700 White Female . Ohio 240 12 $ 30,000 White Female . Ohio 260 12 $ 25,000 White Male . Ohio 240 12 $ 24,800 White Female $ 400 Ohio 4

0 13 $ 42,000 White Male $ 1,038 Ohio 845 12 $ 10,000 White Female $ 1,173 Ohio 850 18 $ 57,000 White Male $ 1,527 Ohio 880 16 $ 66,000 White Male . Ohio 540 12 $ 65,000 White Male . Ohio 540 13 $ 11,804 White Female . Ohio 540 12 $ 18,600 White Male . Ohio 540 12 $ 25,010 White Female . Ohio 540 16 $ 144,499 White Male . Ohio 548 13 $ 46,000 Black Male . Ohio 540 13 $ 50,000 Black Female . Ohio 570 16 $ 313,231 White Male . Ohio 540 9 $ 306,731 White Male . Ohio 7

0 12 $ 23,400 White Male . Ohio 740 12 $ 32,000 AsianPI Male . Ohio 540 13 $ 15,726 AsianPI Male . Ohio 540 12 $ 23,920 White Male . Ohio 140 10 $ 30,000 White Male $ 320 Ohio 840 12 $ 35,000 White Male . Ohio 349 13 $ 38,000 White Female . Ohio 350 12 $ 27,900 White Male . Ohio 640 18 $ 60,000 White Male . Ohio 550 16 $ 30,000 White Female . Ohio 599 18 $ 306,731 White Male . Ohio 550 13 $ 35,000 White Male $ 910 Ohio 850 14 $ 25,300 White Female $ 425 Ohio 850 16 $ 52,000 White Male . Ohio 640 13 $ 28,580 White Female . Ohio 745 13 $ 32,764 White Male . Ohio 757 12 $ 41,000 White Male . Ohio 7

40 16 $ 33,500 White Female . Ohio 50 12 $ 54,000 White Male $ 961 Ohio 8

45 16 $ 47,500 White Male . Ohio 240 12 $ 5,400 White Male . Ohio 260 12 $ 14,300 White Male . Ohio 240 12 $ 7,700 White Female . Ohio 2

0 13 $ 23,600 White Male . Ohio 240 12 $ 25,300 White Female . Ohio 245 16 $ 45,000 White Male . Ohio 2

0 12 $ 18,000 White Male . Ohio 155 16 $ 30,000 White Male . Ohio 140 16 $ 40,000 White Female . Ohio 540 13 $ 30,000 Black Male $ 560 Ohio 440 13 $ 14,000 Black Female $ 359 Ohio 455 14 $ 45,000 White Female $ 865 Ohio 440 16 $ 19,000 White Female . Ohio 135 13 $ 25,000 White Male . Ohio 140 12 $ - White Male . Ohio 545 12 $ 55,000 White Male . Ohio 550 18 $ 69,000 White Male . Ohio 540 16 $ 42,000 White Female . Ohio 550 16 $ 150,000 White Male . Ohio 540 12 $ 60,000 White Female . Ohio 140 12 $ 12,500 White Male . Ohio 740 16 $ 37,000 White Female . Ohio 650 16 $ 35,000 White Male . Ohio 640 18 $ 34,000 White Female . Ohio 640 12 $ 25,000 White Male . Ohio 640 12 $ 27,000 White Female . Ohio 640 13 $ 35,000 White Male . Ohio 640 18 $ 20,000 Black Male . Ohio 540 12 $ 35,000 White Male . Ohio 240 12 $ 35,000 White Female . Ohio 239 12 $ 14,000 White Female . Ohio 738 9 $ 12,500 White Female . Ohio 750 12 $ 20,000 White Male . Ohio 350 12 $ 20,000 White Female . Ohio 350 12 $ 34,000 White Male . Ohio 3

0 13 $ 40,000 White Male . Ohio 535 12 $ 30,000 White Female . Ohio 545 14 $ 32,900 AsianPI Female . Ohio 360 13 $ - White Male . Ohio 440 18 $ 72,200 White Male . Ohio 540 18 $ 32,000 White Female . Ohio 545 16 $ 80,000 White Male $ 923 Ohio 450 12 $ 38,000 White Female $ 769 Ohio 4

0 13 $ 30,000 White Male $ 673 Ohio 490 16 $ - White Male . Ohio 350 12 $ 35,000 White Female . Ohio 360 18 $ 132,000 White Male . Ohio 340 16 $ 13,000 White Female . Ohio 340 16 $ 80,000 White Male $ 1,538 Ohio 435 12 $ 12,000 White Male $ 214 Ohio 840 12 $ 55,000 White Male $ 815 Ohio 8

40 12 $ 25,000 White Female $ 480 Ohio 840 13 $ 16,000 White Female . Ohio 740 12 $ 21,984 White Female $ 432 Ohio 448 13 $ 23,637 White Male . Ohio 740 16 $ 31,600 White Female . Ohio 740 12 $ 20,000 White Female . Ohio 755 12 $ 35,400 White Male . Ohio 645 13 $ 21,000 White Female . Ohio 741 13 $ 35,148 White Male . Ohio 648 12 $ 13,000 White Female . Ohio 640 13 $ 70,000 White Male . Ohio 740 12 $ 50,000 White Male $ 760 Ohio 856 12 $ 50,000 White Male . Ohio 340 12 $ 21,000 White Male $ 372 Ohio 837 12 $ 4,500 White Female $ 222 Ohio 840 12 $ 43,851 White Male . Ohio 340 12 $ 29,000 White Male $ 558 Ohio 440 13 $ 35,000 White Male $ 576 Ohio 847 12 $ 32,000 White Male $ 500 Ohio 860 16 $ - White Male . Ohio 240 11.5 $ 30,000 White Male . Ohio 740 12 $ 55,000 White Male $ 467 Ohio 440 12 $ 29,000 White Male . Ohio 545 16 $ 18,000 White Female . Ohio 540 14 $ 35,000 White Female . Ohio 640 12 $ - White Male $ 382 Ohio 840 16 $ 21,400 White Male . Ohio 345 12 $ 61,629 White Male . Ohio 740 12 $ 35,000 White Male $ 706 Ohio 435 14 $ 43,700 White Female . Ohio 340 16 $ 37,200 White Male . Ohio 540 16 $ 36,000 White Female . Ohio 560 16 $ 46,000 White Male . Ohio 140 12 $ 40,000 White Male $ 880 Ohio 840 14 $ 32,000 White Male $ 574 Ohio 438 12 $ - White Female . Ohio 640 13 $ 12,290 White Male $ 250 Ohio 840 12 $ 10,200 White Male . Ohio 340 12 $ 9,600 White Male . Ohio 440 16 $ 14,601 White Male . Ohio 740 12 $ 42,000 White Male . Ohio 7


40 12 $ 29,872 White Female . Ohio 540 12 $ 6,000 White Male . Ohio 540 12 $ 20,000 White Male . Ohio 540 13 $ 28,000 White Male . Ohio 640 12 $ 6,600 White Male . Ohio 150 16 $ 74,726 White Male $ 1,437 Ohio 840 16 $ 25,000 White Female . Ohio 770 16 $ 130,000 White Male . Ohio 740 18 $ 81,360 White Male . Ohio 750 16 $ 124,925 White Male . Ohio 750 16 $ 39,000 White Female . Ohio 7

40 13 $ 35,000 Black Male $ 673 Ohio 840 12 $ 50,000 White Male . Ohio 243 16 $ 40,000 White Female . Ohio 2

0 12 $ 5,000 White Male . Ohio 150 13 $ 40,000 White Male . Ohio 745 12 $ 16,000 White Male . Ohio 742 11 $ 24,000 White Male . Ohio 640 12 $ 15,000 White Female . Ohio 6

0 18 $ 47,000 White Male . Ohio 564 16 $ 38,000 White Male . Ohio 348 13 $ 25,640 White Female $ 486 Ohio 440 12 $ 49,000 White Male . Ohio 6

0 18 $ - White Male . Ohio 560 18 $ 402,204 White Female . Ohio 555 13 $ 65,000 White Male . Ohio 338 12 $ 14,000 White Female . Ohio 340 18 $ 18,770 White Male . Ohio 340 13 $ 18,765 White Female . Ohio 340 13 $ 27,000 White Male . Ohio 740 14 $ 20,000 White Female . Ohio 740 12 $ 6,300 White Male . Ohio 648 13 $ 30,000 White Female . Ohio 6

0 11 $ 50,000 White Male . Ohio 150 13 $ 65,000 White Male . Ohio 140 12 $ 52,500 White Male . Ohio 140 12 $ 56,000 White Female . Ohio 148 12 $ 63,000 White Male . Ohio 172 18 $ 65,000 White Male . Ohio 152 12 $ 5,000 White Female . Ohio 1

0 13 $ 24,000 White Male . Ohio 152 16 $ 45,000 White Male . Ohio 150 18 $ 45,600 White Female . Ohio 160 16 $ 61,601 White Male . Ohio 760 13 $ 46,500 White Male $ 894 Ohio 850 18 $ 48,500 White Male $ 1,077 Ohio 8

0 12 $ 11,000 White Female . Ohio 348 12 $ 60,000 White Male . Ohio 340 12 $ 35,000 White Male . Ohio 5

0 12 $ 50,000 White Male . Ohio 750 12 $ - White Male . Ohio 8

0 16 $ 55,000 White Female . Ohio 240 12 $ 56,000 White Male . Ohio 265 16 $ 43,000 White Male $ 1,895 Ohio 460 12 $ 32,000 White Male . Ohio 7

0 12 $ 18,200 White Female . Ohio 150 12 $ 26,000 White Female . Ohio 140 12 $ 19,000 White Male . Ohio 140 13 $ 40,000 White Male . Ohio 170 12 $ 55,000 White Male . Ohio 140 12 $ 40,000 White Male . Ohio 740 12 $ 15,000 White Female . Ohio 740 13 $ 15,000 White Female . Ohio 736 12 $ 24,000 White Female . Ohio 148 13 $ 28,000 White Male . Ohio 1

50 12 $ 28,000 White Male . Ohio 150 12 $ 38,000 White Female . Ohio 175 12 $ 37,400 White Male . Ohio 274 12 $ 3,200 White Female . Ohio 240 12 $ 18,005 White Male . Ohio 340 12 $ 16,000 White Male . Ohio 340 12 $ 30,000 White Male . Ohio 240 12 $ 18,000 White Female . Ohio 560 16 $ 65,000 White Male . Ohio 644 16 $ 120,000 White Male . Ohio 2

0 11 $ 34,400 White Female . Ohio 10 10 $ 30,000 White Male . Ohio 10 12 $ 10,000 White Male . Ohio 1

42 12 $ 25,000 White Female . Ohio 140 12 $ - White Male . Ohio 540 11 $ 47,000 White Female $ 798 Ohio 440 12 $ 30,000 White Male $ 440 Ohio 440 16 $ 150,000 White Male . Ohio 755 12 $ 21,000 White Male . Ohio 340 12 $ 17,000 White Male . Ohio 350 16 $ - White Male . Ohio 440 12 $ 54,190 White Female $ 615 Ohio 460 13 $ 11,580 White Female . Ohio 248 16 $ 49,470 White Male . Ohio 140 12 $ 36,000 White Male . Ohio 140 12 $ 15,000 White Male . Ohio 240 12 $ 12,000 Black Female $ 306 Ohio 443 12 $ 53,000 White Male $ 850 Ohio 440 12 $ 43,000 White Female $ 800 Ohio 4

0 10 $ - White Male . Ohio 740 12 $ 45,000 White Male $ 784 Ohio 445 16 $ 35,000 White Male . Ohio 757 16 $ 42,000 White Male . Ohio 740 12 $ 50,000 White Male . Ohio 740 13 $ 50,000 White Male . Ohio 348 12 $ 62,000 White Male . Ohio 550 18 $ 20,700 White Female . Ohio 750 18 $ 128,000 White Male . Ohio 740 12 $ 15,002 White Male . Ohio 340 13 $ 18,000 White Female . Ohio 340 12 $ 29,000 White Male . Ohio 640 12 $ 16,000 White Female $ 308 Ohio 840 12 $ 18,000 White Male $ 442 Ohio 843 13 $ 24,000 White Female . Ohio 640 13 $ 500 White Male . Ohio 535 13 $ - White Female . Ohio 540 13 $ 13,000 White Male . Ohio 640 12 $ 27,025 White Female . Ohio 640 18 $ 41,000 White Female . Ohio 640 12 $ 9,000 White Female . Ohio 635 12 $ - White Male . Ohio 745 11.5 $ - White Male . Ohio 540 10 $ - White Female . Ohio 560 13 $ 27,000 White Male . Ohio 5

40 18 $ 62,000 White Male $ 1,150 Ohio 855 16 $ 16,000 White Male . Ohio 748 12 $ 19,000 White Female . Ohio 140 13 $ 34,000 White Male . Ohio 540 12 $ 27,000 White Female . Ohio 540 12 $ 20,000 White Male . Ohio 640 12 $ 3,000 White Male . Ohio 760 12 $ 38,000 White Male . Ohio 640 12 $ 27,000 White Male $ 519 Ohio 440 12 $ 7,367 White Male . Ohio 737 16 $ - White Female . Ohio 240 12 $ 27,560 White Male . Ohio 340 12 $ 50,000 White Male . Ohio 740 12 $ 27,040 White Male . Ohio 340 13 $ 30,740 White Male . Ohio 240 13 $ 16,804 White Female . Ohio 340 12 $ 38,343 White Male . Ohio 340 12 $ 27,560 White Male . Ohio 648 12 $ 41,000 White Male . Ohio 640 12 $ 30,000 White Male . Ohio 340 13 $ 35,000 White Male . Ohio 570 12 $ 26,000 White Male . Ohio 640 12 $ 1,100 White Female . Ohio 746 12 $ 24,000 White Female . Ohio 150 12 $ 29,500 White Male . Ohio 140 13 $ 20,000 White Male . Indiana 748 13 $ 24,000 White Female . Indiana 745 16 $ 38,402 White Male . Indiana 540 10 $ 16,422 White Female $ 450 Indiana 836 12 $ 26,000 White Male . Indiana 639 16 $ 7,000 White Female . Indiana 640 12 $ 25,000 White Male . Indiana 340 13 $ 33,000 White Female . Indiana 3

0 18 $ 42,200 White Male . Indiana 240 12 $ 25,000 White Male . Indiana 640 12 $ 17,000 White Female . Indiana 640 12 $ 7,500 White Male . Indiana 635 16 $ - White Male . Indiana 743 16 $ 24,000 White Female $ 458 Indiana 840 13 $ 13,000 White Male . Indiana 640 12 $ 2,400 White Female . Indiana 740 12 $ 15,000 White Male $ 400 Indiana 440 14 $ 43,700 White Female $ 850 Indiana 451 13 $ 18,024 White Female $ 440 Indiana 840 12 $ 47,025 White Male . Indiana 345 13 $ 60,000 White Male . Indiana 335 13 $ 6,000 White Female . Indiana 340 9 $ 22,000 White Female $ 423 Indiana 440 11 $ 30,000 White Male . Indiana 540 12 $ 19,000 White Male . Indiana 740 12 $ 25,000 White Female . Indiana 745 12 $ 7,500 White Female . Indiana 650 16 $ 90,000 IndEsk Male . Indiana 545 12 $ 27,000 White Male $ 519 Indiana 4

40 13 $ 18,867 White Female $ 370 Indiana 840 12 $ 30,000 White Male . Indiana 540 13 $ 30,000 White Female . Indiana 540 10 $ 27,200 White Male . Indiana 540 12 $ 33,780 White Male . Indiana 355 13 $ 23,000 White Male . Indiana 440 18 $ 28,000 White Female . Indiana 640 16 $ 40,000 White Female . Indiana 657 16 $ 29,100 White Male $ 548 Indiana 440 12 $ 123,925 White Male $ 1,250 Indiana 840 13 $ 33,900 White Female . Indiana 740 16 $ 70,000 White Male . Indiana 750 16 $ 29,580 White Female $ 548 Indiana 450 16 $ 12,000 Black Female . Indiana 640 16 $ 28,000 White Female . Indiana 650 18 $ 43,240 White Female . Indiana 750 16 $ 65,000 White Female . Indiana 260 12 $ - White Male . Indiana 240 13 $ 28,000 White Male . Indiana 240 13 $ 20,800 White Female . Indiana 260 12 $ - White Female . Indiana 840 10 $ 15,000 White Female . Indiana 348 10 $ 25,000 White Male . Indiana 370 16 $ 28,000 White Male $ 480 Indiana 440 18 $ 9,500 White Male . Indiana 138 16 $ 7,035 White Male . Indiana 140 13 $ 11,000 White Female . Indiana 250 12 $ 33,000 White Male . Indiana 250 16 $ 306,731 White Male . Indiana 140 12 $ 20,005 White Male . Indiana 348 13 $ 76,000 White Male . Indiana 336 13 $ 25,000 White Female . Indiana 348 16 $ 8,000 White Female . Indiana 360 13 $ 50,000 White Male . Indiana 340 12 $ 48,000 White Male . Indiana 336 8 $ 10,000 White Female . Indiana 740 12 $ 22,500 White Male . Indiana 640 10 $ 33,000 White Male . Indiana 640 12 $ 27,000 White Male . Indiana 645 13 $ 36,000 White Male $ 468 Indiana 4

0 12 $ 17,000 White Female . Indiana 540 13 $ 29,600 White Female . Indiana 337 12 $ 14,000 White Male . Indiana 340 12 $ 10,000 White Male . Indiana 344 16 $ 55,000 White Male . Indiana 540 13 $ 50,000 White Male . Indiana 640 10 $ 842 White Female . Indiana 340 12 $ 24,000 White Female . Indiana 645 12 $ 18,000 White Female . Indiana 340 14 $ 44,085 White Male $ 846 Indiana 838 18 $ 70,000 Black Female . Indiana 740 12 $ 30,000 Black Male . Indiana 740 11 $ 12,600 White Male . Indiana 740 9 $ 60,000 White Male . Indiana 3

40 12 $ 7,000 White Male . Indiana 350 12 $ - White Female . Indiana 345 16 $ 97,000 White Male . Indiana 250 16 $ 47,000 White Male $ 2,885 Indiana 850 16 $ 63,000 White Female $ 538 Indiana 840 13 $ 18,500 Black Female . Indiana 755 13 $ 17,000 White Female . Indiana 742 13 $ 28,000 White Female . Indiana 340 12 $ 28,500 White Male . Indiana 755 13 $ 63,000 White Female . Indiana 740 18 $ - White Female . Indiana 755 16 $ 306,731 White Male . Indiana 760 12 $ 39,000 White Male . Indiana 550 10 $ 24,000 White Male $ 500 Indiana 440 8 $ 38,000 White Female $ 210 Indiana 865 16 $ 38,000 Black Female . Indiana 750 16 $ 73,000 White Male . Indiana 635 12 $ 10,878 Black Female $ 259 Indiana 435 11 $ - Black Female $ 245 Indiana 450 18 $ 155,000 White Female $ 2,692 Indiana 855 13 $ 58,000 IndEsk Male . Indiana 550 12 $ - White Male . Indiana 640 12 $ 12,500 White Female . Indiana 660 13 $ 60,000 White Male . Indiana 840 18 $ 45,000 White Female $ 900 Indiana 835 13 $ 13,000 White Female $ 430 Indiana 440 13 $ 35,000 White Male . Indiana 262 13 $ 80,000 White Male . Indiana 250 12 $ 45,000 White Male . Indiana 245 12 $ 58,000 White Female . Indiana 245 13 $ 41,000 White Male . Indiana 243 16 $ 60,000 White Male . Indiana 636 16 $ 45,000 White Female . Indiana 640 16 $ 39,000 IndEsk Male . Indiana 540 16 $ 55,000 White Female . Indiana 540 12 $ 28,000 White Male . Indiana 760 13 $ 45,000 White Female . Indiana 746 14 $ 27,000 White Male . Indiana 150 12 $ 720 Black Female . Indiana 340 13 $ 16,850 White Female $ 300 Indiana 445 12 $ 28,000 White Male . Indiana 340 12 $ 27,500 White Female . Indiana 340 10 $ 31,169 White Male . Indiana 540 9 $ - White Female . Indiana 540 12 $ 8,400 White Male . Indiana 536 12 $ 4,300 Black Female $ 311 Indiana 837 18 $ 57,000 White Female . Indiana 740 16 $ 65,000 White Male . Indiana 740 13 $ 45,000 White Male . Indiana 350 14 $ 68,000 White Male . Indiana 540 13 $ 27,000 White Female $ 519 Indiana 450 16 $ 30,000 White Male . Indiana 6

0 16 $ 1,200 White Female . Indiana 660 12 $ - White Female . Indiana 6

40 13 $ 18,240 White Male . Indiana 150 12 $ 46,000 White Male . Indiana 740 12 $ 18,000 White Male . Indiana 740 18 $ 92,500 AsianPI Male . Indiana 740 18 $ 65,000 White Female . Indiana 740 16 $ 75,000 White Male . Indiana 140 13 $ 11,000 White Female . Indiana 260 13 $ 60,000 White Female . Indiana 750 18 $ 80,000 White Male . Indiana 160 18 $ 55,000 White Female . Indiana 160 18 $ 65,628 White Female . Indiana 140 18 $ 30,000 White Male . Indiana 140 18 $ 17,603 White Male . Indiana 740 18 $ 57,240 White Female . Indiana 750 12 $ 120,000 White Male . Indiana 648 12 $ 42,000 White Male . Indiana 140 13 $ 37,000 White Male . Indiana 140 9 $ 23,000 White Male . Indiana 540 10 $ 23,000 IndEsk Female . Indiana 540 13 $ 8,000 Black Male $ 500 Indiana 840 13 $ 9,000 Black Female $ 326 Indiana 865 12 $ 35,000 White Male . Indiana 640 16 $ 13,000 White Male . Indiana 740 16 $ 80,000 White Female . Indiana 536 11 $ 3,800 White Female $ 210 Indiana 450 11 $ 30,000 White Male . Indiana 450 12 $ 18,500 Black Female . Indiana 740 9 $ 32,000 White Male . Indiana 340 12 $ 11,000 White Female . Indiana 345 16 $ 100,000 White Male $ 1,923 Indiana 840 13 $ 45,000 White Female . Indiana 140 12 $ - White Male . Indiana 140 13 $ - White Male . Indiana 140 14 $ 12,000 White Male . Indiana 1

0 12 $ 22,000 White Female . Indiana 140 18 $ 89,925 White Male . Indiana 640 16 $ 37,000 White Female . Indiana 640 12 $ 17,755 White Male . Indiana 745 12 $ 13,000 White Male . Indiana 748 14 $ 40,000 White Female $ 696 Indiana 850 16 $ 100,000 White Male . Indiana 860 16 $ 56,000 Black Male . Indiana 675 16 $ 52,000 White Male . Indiana 145 18 $ 47,000 White Female . Indiana 149 13 $ 20,616 White Female . Indiana 140 14 $ 23,000 White Female . Indiana 140 13 $ 27,000 White Female . Indiana 347 16 $ 46,200 White Male . Indiana 150 16 $ 51,000 White Female . Indiana 155 16 $ 60,000 White Male . Indiana 148 16 $ 48,000 White Male . Indiana 355 13 $ 34,000 White Female $ 500 Indiana 858 12 $ 27,000 White Male $ 603 Indiana 856 12 $ 75,000 White Male $ 1,442 Indiana 8

40 13 $ 4,316 White Male $ 300 Indiana 840 9 $ 17,850 White Male $ 510 Indiana 840 13 $ - White Female . Indiana 650 12 $ 30,000 White Male . Indiana 140 13 $ 15,000 Black Female . Indiana 540 12 $ 109,139 Black Male $ 750 Indiana 442 18 $ 78,000 White Male . Indiana 535 12 $ 13,000 White Female . Indiana 540 12 $ 35,000 White Male . Indiana 740 9 $ 56,000 White Male . Indiana 640 13 $ 42,000 White Male . Indiana 340 18 $ 45,000 White Female . Indiana 352 12 $ 28,000 White Male . Indiana 140 13 $ 20,000 White Female . Indiana 340 13 $ 60,000 White Male . Indiana 340 13 $ 65,000 White Male $ 1,250 Indiana 835 13 $ 40,000 White Female $ 673 Indiana 840 12 $ 53,000 White Male . Indiana 640 13 $ 13,000 White Female . Indiana 640 13 $ 19,000 White Male . Indiana 640 12 $ 35,000 White Male . Indiana 340 13 $ 40,000 White Male . Indiana 7

102 12 $ 38,000 White Male . Indiana 740 12 $ 16,000 White Female . Indiana 7

0 16 $ 27,000 White Male $ 519 Indiana 840 16 $ 5,160 White Female $ 400 Indiana 840 13 $ 11,706 White Male . Indiana 740 12 $ 29,000 White Male . Indiana 240 8 $ 18,000 White Male . Indiana 240 12 $ 42,000 White Male . Indiana 748 13 $ 110,005 Black Female $ 215 Indiana 440 12 $ 11,000 White Male . Indiana 340 12 $ 15,499 White Female . Indiana 335 12 $ - White Female . Indiana 340 16 $ 306,731 White Male . Indiana 540 12 $ 15,000 White Female . Indiana 548 13 $ 55,000 White Male . Indiana 540 12 $ 37,000 White Female . Indiana 540 12 $ 26,000 White Male . Indiana 742 13 $ 48,500 White Male $ 801 Indiana 840 14 $ - White Female $ 645 Indiana 840 13 $ 20,000 White Male $ 385 Indiana 840 14 $ 9,999 White Male $ 300 Indiana 850 8 $ 20,000 White Male . Indiana 840 18 $ 70,000 White Male . Indiana 548 16 $ 75,000 White Female . Indiana 540 12 $ 14,480 White Male . Indiana 740 13 $ 29,963 White Female $ 673 Indiana 850 12 $ 50,000 White Male $ 1,630 Indiana 840 14 $ 12,000 White Female . Indiana 740 13 $ 28,692 White Male . Indiana 740 8 $ 12,000 White Female . Indiana 740 18 $ 55,000 Black Male $ 2,885 Indiana 480 16 $ - Black Female $ 653 Indiana 4

40 12 $ 23,000 White Male . Indiana 640 12 $ 15,000 White Female . Indiana 640 12 $ 9,000 White Male . Indiana 648 12 $ 48,000 White Male . Indiana 540 12 $ 35,000 White Male . Indiana 559 16 $ 50,000 White Male . Indiana 750 18 $ 80,000 White Male . Indiana 740 13 $ 48,916 White Male $ 1,250 Indiana 840 12 $ 31,000 White Female $ 480 Indiana 840 12 $ 28,825 White Male $ 565 Indiana 440 16 $ 21,502 White Female $ 414 Indiana 450 12 $ 65,000 White Male . Indiana 345 13 $ 45,000 White Male . Indiana 340 13 $ 11,000 White Male . Indiana 750 14 $ 48,000 White Male . Indiana 538 13 $ 35,000 White Male . Indiana 650 11 $ 30,000 White Female . Indiana 650 10 $ 18,000 White Male . Indiana 440 12 $ 38,000 Black Male . Indiana 245 16 $ 24,000 White Male $ 855 Indiana 444 12 $ 25,000 White Female . Indiana 650 13 $ 26,000 Black Male . Indiana 640 12 $ 32,000 Black Female . Indiana 140 12 $ 27,500 White Male $ 818 Indiana 850 12 $ 38,000 White Female $ 880 Indiana 860 16 $ 50,000 White Male . Indiana 740 13 $ 8,000 White Male . Indiana 770 16 $ 100,000 White Male . Indiana 5

0 16 $ 25,000 White Female . Indiana 540 13 $ 30,000 Black Male $ 288 Indiana 440 13 $ 6,800 Black Female $ 576 Indiana 444 18 $ 41,040 White Male $ 1,006 Indiana 440 18 $ 37,063 White Female $ 756 Indiana 440 18 $ 60,000 White Male . Indiana 255 14 $ 44,000 White Male $ 962 Indiana 850 12 $ 26,000 White Female $ 596 Indiana 840 16 $ 88,500 White Male $ 1,702 Indiana 460 16 $ 90,000 White Male . Indiana 240 11 $ 15,600 White Male . Indiana 145 12 $ 24,500 White Male . Indiana 640 13 $ 46,821 White Male $ 900 Illinois 840 13 $ 38,000 White Male . Illinois 138 13 $ 12,298 White Female . Illinois 140 12 $ 36,000 White Male $ 769 Illinois 840 12 $ 27,000 White Female $ 454 Illinois 840 13 $ 30,000 White Male . Illinois 735 12 $ 8,736 Black Female . Illinois 740 13 $ 47,000 White Male . Illinois 7

144 14 $ 55,000 White Male $ 1,058 Indiana 846 12 $ 69,500 White Male $ 1,014 Indiana 435 12 $ 9,500 White Female $ 263 Indiana 450 18 $ 44,100 White Female . Indiana 170 12 $ 40,000 White Female . Indiana 240 16 $ 38,000 White Male . Indiana 1

50 12 $ 26,000 White Female . Indiana 640 13 $ 8,593 White Female $ 300 Indiana 840 12 $ 35,000 White Male . Indiana 340 12 $ 6,000 White Male . Indiana 2

0 13 $ 13,500 White Female . Indiana 640 13 $ 30,000 White Male . Indiana 640 12 $ 20,000 White Female $ 424 Indiana 455 12 $ 61,000 White Male $ 1,173 Indiana 4

0 18 $ 30,000 White Male . Indiana 155 12 $ 20,000 White Female . Indiana 340 12 $ 38,000 White Female . Indiana 160 13 $ 18,200 White Male $ 500 Indiana 840 13 $ 14,000 White Female $ 269 Indiana 855 13 $ 23,500 White Male . Indiana 740 13 $ 26,900 White Female . Indiana 740 12 $ 11,120 White Male . Indiana 540 16 $ 38,500 White Female . Indiana 740 12 $ 21,000 White Female . Indiana 260 12 $ 38,000 White Male . Indiana 135 12 $ 11,981 White Female . Indiana 740 12 $ 15,000 White Female . Indiana 648 10 $ 21,600 White Male . Indiana 640 12 $ 45,000 White Male . Indiana 270 18 $ 90,000 White Male $ 1,731 Indiana 850 18 $ 22,000 White Female $ 650 Indiana 840 12 $ 42,000 White Male . Indiana 738 13 $ 15,000 White Female . Indiana 770 12 $ 30,000 White Female $ 577 Indiana 850 14 $ - White Male . Indiana 855 18 $ 25,000 White Female $ 615 Indiana 4

0 16 $ 27,000 White Male . Indiana 644 16 $ 17,000 White Female . Indiana 665 12 $ - White Male . Indiana 350 16 $ 45,000 White Female . Indiana 340 12 $ 12,000 White Female $ 461 Indiana 840 12 $ 42,000 White Male . Indiana 340 13 $ 20,000 White Female . Indiana 3

0 13 $ 48,000 White Male . Indiana 650 13 $ 13,500 White Female . Indiana 640 14 $ 18,000 White Female $ 300 Indiana 8

0 13 $ 35,000 White Male . Indiana 660 12 $ 32,000 White Male . Indiana 745 12 $ 8,000 White Female . Indiana 743 11 $ 8,800 IndEsk Male $ 320 Indiana 850 18 $ - White Male . Indiana 250 13 $ 306,731 White Male . Indiana 240 13 $ 59,000 Black Male . Indiana 535 12 $ 8,000 Black Female . Indiana 540 13 $ 27,000 Black Male . Indiana 545 16 $ 4,472 White Male $ 383 Indiana 840 16 $ 28,000 White Female $ 442 Indiana 845 13 $ 31,000 White Male . Indiana 145 13 $ 35,000 White Female . Indiana 145 12 $ 13,000 White Female . Indiana 1

0 12 $ 13,000 White Female . Indiana 145 8 $ 27,000 White Male . Indiana 140 12 $ 30,000 White Female . Indiana 340 10 $ 14,200 White Male . Indiana 352 12 $ 29,000 White Male . Indiana 240 12 $ 10,000 White Female . Indiana 250 14 $ 51,500 White Male $ 963 Indiana 840 14 $ 32,000 White Female $ 610 Indiana 850 12 $ 50,871 White Male . Indiana 140 13 $ 19,260 White Female . Indiana 140 18 $ 53,000 White Female . Indiana 240 12 $ 18,000 White Male . Indiana 245 18 $ 10,000 White Male . Indiana 840 13 $ 20,000 White Female $ 423 Indiana 840 12 $ 25,000 White Female . Indiana 340 12 $ 25,000 White Male . Indiana 340 12 $ 14,400 White Male . Indiana 640 12 $ 7,480 White Male . Indiana 740 13 $ 36,000 White Female . Indiana 140 12 $ 30,000 White Male $ 450 Indiana 840 12 $ 20,000 White Female $ 300 Indiana 840 11.5 $ 60,000 White Male . Indiana 6

110 18 $ - White Male . Indiana 640 18 $ 20,000 White Female . Indiana 640 13 $ 45,000 White Male . Indiana 740 14 $ 34,000 White Female . Indiana 140 18 $ 72,000 White Male $ 711 Indiana 440 18 $ 36,052 White Female $ 346 Indiana 460 18 $ 65,000 White Male . Indiana 670 18 $ 18,000 White Female . Indiana 6

0 12 $ - White Male . Indiana 560 18 $ 48,000 White Male . Indiana 660 18 $ 50,000 White Female . Indiana 640 11 $ 28,750 White Male . Indiana 547 9 $ 18,000 White Female . Indiana 540 13 $ 14,000 White Female . Indiana 350 11.5 $ 23,400 IndEsk Male . Indiana 640 13 $ 52,000 White Male . Indiana 540 13 $ 40,000 White Female . Indiana 540 12 $ 22,000 White Male . Indiana 340 16 $ 34,000 White Male . Indiana 640 12 $ 18,000 White Female . Indiana 1

0 13 $ 35,000 White Male . Indiana 138 12 $ 16,510 White Female $ 313 Indiana 440 12 $ 15,500 White Female $ 296 Indiana 840 12 $ 68,000 White Male $ 600 Indiana 845 11.5 $ 34,000 White Male . Indiana 240 13 $ 26,400 White Male . Indiana 240 12 $ 22,000 White Male $ 406 Indiana 840 12 $ 19,000 White Female . Indiana 740 11 $ 7,800 White Male . Indiana 760 13 $ 54,000 White Male $ 1,730 Indiana 8

0 13 $ 28,000 White Male . Indiana 455 13 $ 68,000 White Female . Indiana 6

40 12 $ 24,000 White Female $ 480 Indiana 80 13 $ 22,200 White Male . Indiana 3

75 12 $ - White Male . Indiana 740 13 $ 17,000 White Female . Indiana 740 12 $ 16,800 White Male . Indiana 240 11 $ 36,000 White Male . Indiana 240 12 $ 22,000 White Male . Indiana 240 12 $ 8,000 White Female . Indiana 250 16 $ - White Female . Indiana 240 8 $ 3,000 White Female . Indiana 255 12 $ 6,200 White Male . Indiana 140 13 $ 18,720 White Female . Indiana 140 13 $ 41,066 White Male . Indiana 235 12 $ 10,000 White Female . Indiana 240 11.5 $ 21,500 White Male . Indiana 240 12 $ 22,000 White Female . Indiana 1

0 12 $ 82,925 White Male . Indiana 140 16 $ 43,000 White Female $ 760 Indiana 450 14 $ 26,000 White Male $ 550 Indiana 836 14 $ 30,400 White Female $ 571 Indiana 840 12 $ 11,960 White Female $ 270 Indiana 865 16 $ 28,990 White Male $ 520 Indiana 840 12 $ 10,465 White Male $ 230 Indiana 840 13 $ 9,840 White Female . Indiana 684 12 $ 67,406 White Male . Indiana 640 12 $ 26,000 White Male . Indiana 640 12 $ 14,000 White Female . Indiana 635 13 $ 7,000 White Female . Indiana 282 13 $ 83,000 White Male . Indiana 240 12 $ 12,000 White Female . Indiana 247 13 $ 31,000 White Female . Indiana 250 16 $ 8,195 White Male . Indiana 240 12 $ 35,000 White Male $ 400 Indiana 850 12 $ - White Male . Indiana 640 12 $ 23,000 White Female . Indiana 640 12 $ 29,000 White Male . Indiana 240 12 $ 27,000 White Female . Indiana 250 13 $ - White Male . Indiana 240 12 $ 26,880 White Male . Indiana 250 12 $ 12,000 White Female . Indiana 260 12 $ 35,000 White Female . Indiana 160 16 $ 37,500 White Female . Indiana 155 13 $ 43,000 White Male . Indiana 145 12 $ 19,940 White Female . Indiana 160 18 $ 43,000 White Female . Indiana 140 12 $ 10,000 White Female . Indiana 150 16 $ 54,000 White Male . Indiana 158 12 $ 65,000 White Male . Indiana 550 13 $ 28,756 White Female . Indiana 355 16 $ 40,000 White Male . Indiana 350 12 $ - White Female . Indiana 660 12 $ - White Male . Indiana 654 12 $ 40,000 White Male . Indiana 740 12 $ 15,000 White Female . Indiana 7

40 12 $ 34,000 White Male . Indiana 640 12 $ 32,076 White Male . Indiana 240 11 $ 26,000 White Female $ 414 Indiana 440 11 $ 9,600 White Male $ 380 Indiana 448 13 $ 20,052 White Female . Indiana 335 12 $ 12,000 White Female . Indiana 640 12 $ 13,000 White Female . Indiana 635 13 $ 12,480 White Female . Indiana 635 18 $ 35,000 White Male . Indiana 540 12 $ 35,000 White Female . Indiana 540 13 $ 32,000 White Female $ 673 Indiana 440 11.5 $ 50,000 White Male $ 962 Indiana 460 18 $ 52,000 White Female $ 1,238 Indiana 450 16 $ 56,500 White Male $ 1,115 Indiana 440 16 $ 36,000 White Female $ 346 Indiana 440 12 $ 31,500 White Male . Indiana 7

0 12 $ 53,000 White Male $ 961 Indiana 840 12 $ - White Male $ 400 Indiana 845 13 $ 37,000 White Male $ 712 Indiana 455 12 $ 14,105 White Female . Indiana 840 13 $ 35,000 White Male $ 480 Indiana 435 12 $ 25,000 White Female $ 306 Indiana 440 16 $ 41,500 White Female . Indiana 240 18 $ 57,800 White Male . Indiana 240 18 $ 20,000 White Female . Indiana 750 12 $ 21,260 White Male $ 769 Indiana 840 14 $ 68,000 White Female $ 388 Indiana 840 12 $ 12,907 White Female $ 510 Indiana 4

0 18 $ 80,000 White Male . Indiana 545 18 $ 59,000 White Female . Indiana 540 8 $ 30,000 White Male . Indiana 345 13 $ 38,990 White Male . Indiana 540 13 $ 38,000 White Female . Indiana 540 16 $ 34,000 White Female . Indiana 260 13 $ 9,000 White Female . Indiana 740 13 $ 28,000 White Male . Indiana 3

0 13 $ 26,000 White Female . Indiana 30 11 $ 8,400 White Male . Indiana 1

40 13 $ 17,500 White Female . Indiana 20 13 $ 13,100 White Female $ 550 Indiana 80 12 $ 20,800 White Male $ 400 Indiana 8

45 12 $ 65,000 White Female . Indiana 745 12 $ 25,000 White Male . Indiana 740 13 $ 30,000 White Male . Indiana 250 12 $ 45,000 White Male . Indiana 2

0 12 $ 20,446 White Female . Indiana 250 14 $ 42,000 White Male . Indiana 240 11 $ 26,000 White Male . Indiana 740 13 $ 37,990 White Female . Indiana 140 12 $ 20,000 White Female . Indiana 250 13 $ 65,000 White Male $ 1,250 Indiana 449 12 $ 21,000 White Male . Indiana 155 12 $ 26,000 White Male . Indiana 140 12 $ 50,000 White Female $ 962 Indiana 8

40 12 $ 14,000 White Male $ 576 Indiana 850 11 $ - White Male . Indiana 640 13 $ 39,000 White Male . Indiana 640 13 $ 32,500 White Female . Indiana 640 10 $ 22,100 White Male . Indiana 640 12 $ 35,000 White Male . Indiana 240 16 $ 63,360 White Male . Indiana 2

0 12 $ 23,000 White Female . Indiana 250 12 $ 25,000 White Male . Indiana 250 13 $ 40,000 White Male . Indiana 180 13 $ 18,000 White Male . Indiana 140 11 $ 16,000 Black Male . Indiana 550 11.5 $ 10,000 Black Female . Indiana 540 12 $ 26,000 Black Male . Indiana 540 12 $ 22,919 White Female . Indiana 740 12 $ 17,200 White Female . Indiana 540 12 $ 32,400 White Male . Indiana 540 12 $ 16,000 White Female $ 308 Indiana 850 16 $ 15,000 White Female $ 808 Indiana 840 12 $ 40,000 White Male . Indiana 140 12 $ 35,000 White Male $ 400 Indiana 440 11 $ 12,000 White Male $ 240 Indiana 445 11 $ 15,000 White Female . Indiana 250 10 $ 22,000 White Male . Indiana 240 12 $ 35,000 White Male . Indiana 740 10 $ 18,800 White Female . Indiana 760 10 $ 34,000 IndEsk Male . Indiana 140 12 $ 35,000 White Male . Indiana 140 12 $ 35,000 White Female . Indiana 140 12 $ 17,500 White Male . Indiana 348 12 $ 5,000 White Female . Indiana 340 18 $ 100,000 White Female . Indiana 540 10 $ 30,000 White Male . Indiana 140 12 $ 12,700 White Male . Indiana 672 10 $ 32,000 White Male . Indiana 640 12 $ 20,000 White Female . Indiana 650 18 $ 125,000 White Male $ 615 Indiana 4

0 12 $ 10,000 White Male . Indiana 450 11.5 $ 14,000 White Male . Indiana 340 13 $ 29,000 White Male . Indiana 740 13 $ 46,000 White Male . Indiana 348 12 $ 27,000 White Female . Indiana 540 12 $ 49,200 White Male . Indiana 240 12 $ 22,000 White Female . Indiana 640 12 $ 28,000 White Male . Indiana 654 12 $ 26,000 White Female . Indiana 670 12 $ 60,000 White Male . Indiana 740 12 $ 18,000 White Female . Indiana 740 12 $ 29,000 White Male . Indiana 340 12 $ 21,000 White Female . Indiana 3

0 12 $ 33,000 White Male . Indiana 70 13 $ 6,000 White Male . Indiana 2

55 12 $ 25,000 White Female . Indiana 260 12 $ 300 White Male . Indiana 2

0 13 $ 58,000 White Male $ 569 Indiana 80 13 $ 10,500 White Female $ 1,773 Indiana 8

40 12 $ 19,000 White Female . Indiana 640 12 $ 24,000 White Male . Indiana 6

0 12 $ 53,000 White Male $ 259 Indiana 435 13 $ 17,000 White Female $ 252 Indiana 440 13 $ 38,000 White Male . Indiana 255 13 $ - White Female . Indiana 243 12 $ 24,000 White Male . Indiana 250 13 $ 23,000 White Female . Indiana 240 12 $ 25,000 White Male . Indiana 340 13 $ 32,882 White Female . Indiana 740 12 $ 15,600 White Male $ 300 Indiana 440 16 $ - White Female . Indiana 436 13 $ 39,500 White Female $ 673 Indiana 840 12 $ 36,000 White Male . Indiana 740 12 $ 35,000 White Male . Indiana 340 14 $ 34,000 White Female . Indiana 340 13 $ 10,000 White Male . Indiana 1

0 13 $ 41,600 White Male . Indiana 340 13 $ 29,120 White Male $ 500 Indiana 840 13 $ 29,000 White Female $ 680 Indiana 848 12 $ 40,000 White Male $ 723 Indiana 852 13 $ 20,155 White Female $ 394 Indiana 840 13 $ 31,014 White Male $ 495 Indiana 840 12 $ 23,214 White Female $ 418 Indiana 840 12 $ 27,000 White Male . Indiana 640 12 $ 21,000 White Male . Indiana 240 12 $ 18,000 White Male . Indiana 340 16 $ 19,000 White Female . Indiana 350 13 $ 41,500 White Male $ 798 Indiana 440 13 $ 33,000 White Female $ 652 Indiana 440 12 $ 27,000 White Male $ 600 Indiana 450 13 $ 84,000 White Male $ 808 Illinois 440 13 $ 32,000 White Male $ 883 Illinois 440 14 $ 21,000 White Female $ 404 Illinois 840 16 $ 23,000 White Male $ 442 Illinois 838 16 $ 28,900 White Female . Illinois 640 13 $ 38,000 White Male . Illinois 640 14 $ 44,000 White Male . Illinois 340 12 $ 29,000 White Male . Illinois 138 12 $ 18,000 White Female . Illinois 138 12 $ 23,000 White Male $ 442 Illinois 438 12 $ 43,000 White Female $ 827 Illinois 440 13 $ 16,000 White Male . Illinois 740 16 $ 26,000 White Male . Illinois 740 16 $ 32,000 White Female . Illinois 565 12 $ - Black Male . Illinois 545 9 $ - White Male . Illinois 450 16 $ 120,000 White Male . Illinois 340 16 $ 10,000 White Female . Illinois 340 13 $ 23,500 White Female . Illinois 540 12 $ 20,000 White Female . Illinois 640 11 $ 15,000 White Male . Illinois 6

40 12 $ 40,000 Black Male . Illinois 545 16 $ 26,000 Black Female . Illinois 545 10 $ 21,000 White Female . Illinois 240 12 $ 29,000 White Male $ 558 Illinois 835 12 $ 4,073 White Male . Illinois 740 12 $ 11,303 White Female . Illinois 750 12 $ 27,000 White Male . Illinois 745 12 $ 22,000 White Female . Illinois 755 16 $ 21,000 White Male . Illinois 340 13 $ 32,000 White Male . Illinois 540 12 $ 43,680 White Male $ 840 Illinois 435 14 $ 18,000 White Female . Illinois 570 13 $ 31,360 Black Female . Illinois 738 13 $ 31,000 White Male . Illinois 340 12 $ 27,000 White Female . Illinois 358 13 $ 28,000 White Male . Illinois 740 13 $ 33,000 White Female . Illinois 538 13 $ 32,000 White Male . Illinois 5

0 13 $ 30,000 White Female $ 692 Illinois 440 13 $ 22,000 IndEsk Male . Illinois 738 16 $ 34,000 White Female . Illinois 640 12 $ 23,000 White Male . Illinois 635 14 $ 7,200 White Female . Illinois 640 18 $ 34,000 White Male . Illinois 240 13 $ 38,000 White Male $ 731 Illinois 840 11 $ - White Female . Illinois 540 16 $ 70,000 White Female . Illinois 540 13 $ 50,000 White Male . Illinois 555 18 $ 70,000 White Male . Illinois 340 12 $ 26,114 White Male . Illinois 540 12 $ 10,000 White Male . Illinois 535 10 $ - White Female . Illinois 544 13 $ 29,000 White Male . Illinois 547 14 $ 50,000 White Female . Illinois 558 16 $ 32,000 White Male . Illinois 340 14 $ 32,000 White Male . Illinois 340 16 $ 50,000 White Male . Illinois 240 13 $ 29,000 White Female . Illinois 240 12 $ 39,617 White Male $ 797 Illinois 842 13 $ 20,000 White Male $ 520 Illinois 475 13 $ 27,568 White Male . Illinois 140 13 $ 15,779 White Female . Illinois 150 16 $ 38,000 White Female . Illinois 152 13 $ 50,000 White Male . Illinois 172 12 $ 80,000 White Male . Illinois 558 16 $ 39,000 White Female . Illinois 550 13 $ 50,000 White Male . Illinois 539 13 $ 15,000 White Female . Illinois 540 18 $ 40,000 AsianPI Male . Illinois 345 13 $ 32,000 White Female . Illinois 740 12 $ 42,000 White Male . Illinois 540 12 $ 30,000 White Male . Illinois 760 12 $ - White Male . Illinois 740 18 $ 35,000 White Female . Illinois 5

50 16 $ 37,223 White Male $ 1,432 Illinois 835 12 $ 15,000 Black Female $ 350 Illinois 460 13 $ 22,080 White Female . Illinois 740 13 $ 14,000 White Female . Illinois 760 12 $ - White Male . Illinois 840 12 $ 25,000 Black Male . Illinois 640 12 $ 50,900 Black Female . Illinois 640 12 $ 30,000 White Female . Illinois 740 13 $ 80,000 White Male $ 936 Illinois 840 13 $ 16,120 White Female . Illinois 647 12 $ 45,000 White Male . Illinois 240 12 $ 28,000 White Male . Illinois 340 14 $ 12,000 White Female . Illinois 340 12 $ 40,000 White Male $ 880 Illinois 440 12 $ 35,000 Black Male . Illinois 340 13 $ 98,000 White Male . Illinois 740 13 $ 50,000 White Male . Illinois 340 13 $ 20,000 White Female . Illinois 340 12 $ 25,000 White Female . Illinois 240 13 $ 13,000 White Female . Illinois 240 12 $ 9,500 AsianPI Male . Illinois 2

0 12 $ 40,000 White Male $ 450 Illinois 835 12 $ 16,700 White Female $ 315 Illinois 8

0 10 $ 17,000 White Male $ 350 Illinois 840 14 $ 40,000 Black Male $ 260 Illinois 440 14 $ 38,000 Black Female $ 440 Illinois 440 12 $ 38,000 Black Male . Illinois 645 13 $ 63,000 White Male . Illinois 540 13 $ 29,963 White Female . Illinois 640 16 $ 70,000 White Male . Illinois 638 12 $ 30,000 White Female . Illinois 560 16 $ 40,000 White Male . Illinois 535 16 $ 39,500 White Female . Illinois 540 12 $ 15,000 White Female $ 360 Illinois 440 13 $ 48,000 White Male . Illinois 540 16 $ 36,800 White Female . Illinois 540 12 $ 20,000 Black Male $ 372 Illinois 840 13 $ 6,000 White Female . Illinois 640 16 $ - White Male . Illinois 340 16 $ 25,000 White Male . Illinois 340 16 $ 54,000 White Female . Illinois 240 18 $ 54,000 White Male . Illinois 240 14 $ 7,000 White Female . Illinois 644 18 $ 38,702 White Female $ 748 Illinois 440 12 $ 23,000 White Male . Illinois 350 18 $ 62,000 White Male . Illinois 340 12 $ 4,914 White Female $ 346 Illinois 445 18 $ 306,731 White Male $ 2,885 Illinois 440 12 $ 37,404 Black Female . Illinois 650 13 $ 60,000 White Female . Illinois 540 14 $ 44,000 IndEsk Male . Illinois 540 13 $ 41,291 White Female . Illinois 535 12 $ 15,000 White Female . Illinois 560 18 $ 49,500 White Male . Illinois 1

40 13 $ 28,500 White Female . Illinois 148 12 $ 4,000 White Male . Illinois 148 12 $ 18,000 White Female . Illinois 140 12 $ 47,000 White Male $ 590 Illinois 440 12 $ 5,850 White Female . Illinois 640 13 $ 22,000 White Male . Illinois 651 12 $ 25,000 White Male $ 481 Illinois 440 12 $ 46,800 White Male $ 730 Illinois 440 12 $ 28,500 White Female $ 335 Illinois 440 12 $ 13,000 White Female $ 252 Illinois 445 12 $ 42,000 White Male . Illinois 7

0 12 $ 70,000 White Male . Illinois 340 12 $ 20,000 White Female . Illinois 346 13 $ 53,560 White Male $ 1,033 Illinois 440 13 $ 17,920 White Male . Illinois 775 14 $ - White Male . Illinois 650 18 $ 50,000 White Female . Illinois 6

0 16 $ 70,000 White Male . Illinois 250 16 $ 55,000 White Female . Illinois 255 12 $ 45,000 White Male . Illinois 250 16 $ 24,000 White Female . Illinois 245 16 $ 32,444 White Male . Illinois 245 12 $ 14,171 White Female . Illinois 255 13 $ 29,000 White Male . Illinois 445 12 $ 36,800 White Male . Illinois 745 12 $ 22,000 White Female . Illinois 750 13 $ 16,000 White Male . Illinois 640 13 $ 18,000 White Male . Illinois 645 16 $ 36,000 White Female . Illinois 755 12 $ 50,200 White Male $ 962 Illinois 850 16 $ 33,000 White Female $ 769 Illinois 840 13 $ 27,000 White Male . Illinois 640 12 $ 34,892 White Female . Illinois 640 12 $ 60,000 White Male . Illinois 340 12 $ 40,000 White Female . Illinois 340 13 $ 55,000 White Male . Illinois 440 12 $ 22,000 White Male $ 660 Illinois 440 12 $ 32,000 Black Female . Illinois 740 11 $ 12,000 Black Female . Illinois 6

0 12 $ 12,000 White Male . Illinois 255 13 $ 73,000 White Male . Illinois 740 12 $ 36,000 White Male . Illinois 150 13 $ 34,000 White Female . Illinois 150 12 $ 40,372 White Male . Illinois 340 16 $ 20,600 White Male . Illinois 340 16 $ 20,800 White Male . Illinois 353 12 $ 16,900 White Female . Illinois 540 10 $ 12,000 White Male . Illinois 540 12 $ 25,000 White Female . Illinois 638 13 $ 18,000 White Female . Illinois 740 12 $ 33,000 White Female $ 360 Illinois 448 18 $ 32,000 White Female $ 615 Illinois 4

0 12 $ 5,500 White Female . Illinois 640 16 $ 16,000 White Female . Illinois 6

0 13 $ 41,000 White Male . Illinois 335 13 $ 18,200 White Male . Illinois 3

0 13 $ 50,000 White Male . Illinois 20 16 $ 80,000 White Female . Illinois 2

65 12 $ 30,000 Black Male . Illinois 450 12 $ 22,500 Black Male $ 600 Illinois 445 18 $ 63,000 White Male . Illinois 645 18 $ 45,000 White Male $ 855 Illinois 840 13 $ 50,000 Black Male . Illinois 280 16 $ 36,000 White Male . Illinois 340 13 $ 21,000 White Male $ 452 Illinois 8


40 12 $ 2,600 White Female . Illinois 636 13 $ 25,000 White Male . Illinois 540 13 $ 30,000 White Female . Illinois 550 12 $ 40,000 White Male $ 769 Illinois 440 12 $ 25,000 White Female $ 481 Illinois 440 9 $ 15,400 AsianPI Male . Illinois 540 8 $ 15,900 AsianPI Female . Illinois 540 12 $ 20,000 White Female . Illinois 650 12 $ 29,500 White Male . Illinois 250 12 $ 19,000 White Female . Illinois 240 12 $ 30,000 White Female . Illinois 150 13 $ 25,000 White Male . Illinois 1

0 12 $ - White Male . Illinois 160 18 $ 73,500 White Male . Illinois 160 16 $ 21,000 White Female . Illinois 140 12 $ 18,720 White Male $ 380 Illinois 8

0 12 $ 16,700 Black Female . Illinois 150 13 $ 52,000 White Male $ 1,015 Illinois 8

0 13 $ 18,560 White Female $ 417 Illinois 80 12 $ 29,000 White Male . Illinois 7

40 13 $ 33,000 White Female . Illinois 740 12 $ 13,000 Black Male . Illinois 640 11 $ 3,000 Black Female . Illinois 6


40 12 $ 30,000 White Female . Illinois 340 16 $ 47,000 White Female . Illinois 344 16 $ 10,000 White Male . Illinois 3


0 18 $ 110,000 White Male . Illinois 240 11 $ 19,000 IndEsk Female . Illinois 3



0 10 $ 12,000 White Male . Illinois 740 12 $ 29,000 White Female . Illinois 740 12 $ 9,400 White Male . Illinois 2

0 12 $ - White Male . Illinois 540 12 $ 22,000 White Female . Illinois 3

35 12 $ 12,000 White Female . Illinois 350 12 $ 26,000 White Female $ 575 Illinois 838 12 $ 17,000 White Female . Illinois 340 13 $ 50,000 Black Male . Illinois 540 11 $ 17,000 Black Female . Illinois 5

0 12 $ 50,000 White Female . Illinois 140 12 $ 5,120 White Male . Illinois 340 12 $ 11,000 White Female . Illinois 240 12 $ 45,000 White Male . Illinois 240 14 $ 15,600 White Male $ 300 Illinois 838 14 $ 10,125 White Female $ 507 Illinois 849 12 $ 40,000 White Male $ 686 Illinois 840 14 $ 51,219 White Female $ 1,173 Illinois 8

0 18 $ 45,000 White Male . Illinois 350 16 $ 48,000 White Male . Illinois 540 13 $ 50,000 White Male . Illinois 540 13 $ 37,000 White Female . Illinois 540 13 $ 39,400 White Female . Illinois 340 14 $ 8,160 White Female . Illinois 3

0 16 $ 57,000 White Male . Illinois 10 13 $ - White Female . Illinois 10 12 $ 14,000 White Female . Illinois 1

60 11 $ - White Male . Illinois 160 11 $ - White Female . Illinois 1

0 13 $ 28,756 White Female $ 900 Illinois 40 18 $ 120,000 White Male $ 900 Illinois 40 12 $ 28,500 White Male . Illinois 60 13 $ - White Female . Illinois 60 13 $ 17,000 White Male . Illinois 6

40 12 $ 40,000 White Male . Illinois 20 13 $ 45,000 White Female . Illinois 20 12 $ - White Female . Illinois 2

40 16 $ 55,800 White Female . Illinois 240 13 $ 60,000 White Male . Illinois 240 12 $ 23,920 White Female . Illinois 235 13 $ 12,000 White Female . Illinois 2

0 16 $ 40,000 White Male $ 900 Illinois 40 16 $ 28,000 White Male $ 1,375 Illinois 4

40 12 $ 24,000 White Female $ 520 Illinois 450 18 $ 35,750 Black Male . Illinois 4

0 12 $ 24,000 White Male . Illinois 640 12 $ 27,000 White Female . Illinois 640 12 $ 1,395 White Female . Illinois 640 13 $ 55,200 White Female . Illinois 640 12 $ 28,000 White Male . Illinois 740 12 $ 132,000 IndEsk Male . Illinois 340 14 $ 32,000 White Female . Illinois 360 13 $ 45,000 White Male . Illinois 140 12 $ 35,000 White Female $ 673 Illinois 840 13 $ 39,000 White Male $ 752 Illinois 840 12 $ 18,000 White Female $ 784 Illinois 840 14 $ 40,000 White Male $ 300 Illinois 840 9 $ 15,600 White Female . Illinois 741 13 $ 18,000 White Male . Illinois 2

50 16 $ 10,000 White Female . Illinois 245 14 $ 48,000 White Male . Illinois 350 16 $ 40,000 White Male . Illinois 240 14 $ 9,412 White Female . Illinois 275 18 $ 402,204 White Female . Illinois 575 16 $ - Black Male . Illinois 540 13 $ 18,396 White Female . Illinois 750 12 $ 23,105 White Male . Illinois 7

0 13 $ 11,000 White Female . Illinois 540 12 $ 18,000 White Male . Illinois 5

0 12 $ 40,000 IndEsk Male . Illinois 740 16 $ 38,000 White Male . Illinois 580 13 $ 89,925 White Male . Illinois 540 13 $ 14,240 White Female . Illinois 560 12 $ 29,000 White Male . Illinois 750 12 $ 25,000 White Male . Illinois 740 12 $ 25,000 White Female . Illinois 740 13 $ 60,000 White Male . Illinois 750 13 $ 27,000 White Male $ 519 Illinois 440 16 $ 26,000 White Female $ 500 Illinois 450 12 $ 50,000 White Male . Illinois 640 12 $ 15,000 White Female . Illinois 6

0 12 $ 62,400 White Male . Illinois 740 12 $ 16,640 White Female . Illinois 660 16 $ 70,000 White Male . Illinois 250 16 $ 30,000 Black Female . Illinois 240 10 $ 10,400 Black Female . Illinois 140 12 $ 10,400 White Female $ 260 Illinois 850 12 $ 20,800 White Male $ 400 Illinois 840 16 $ 42,000 White Male $ 808 Illinois 8

0 13 $ 42,000 White Male $ 1,140 Illinois 440 16 $ 15,000 White Female $ 277 Illinois 440 13 $ 24,000 White Male $ 1,250 Illinois 440 12 $ - White Male . Illinois 450 16 $ 98,600 White Male . Illinois 740 16 $ 55,000 White Male . Illinois 740 13 $ 28,000 White Female . Illinois 7



43 12 $ 23,000 White Female . Illinois 745 13 $ 40,000 White Male . Illinois 750 16 $ 75,000 White Male . Illinois 740 16 $ 30,000 White Female . Illinois 740 12 $ 32,000 White Female . Illinois 750 12 $ 45,000 White Male . Illinois 540 12 $ 25,000 White Female . Illinois 540 13 $ 70,000 White Male . Illinois 542 16 $ 81,925 White Male . Illinois 640 13 $ 8,500 White Female . Illinois 645 13 $ - White Female . Illinois 745 13 $ 31,000 White Male . Illinois 740 12 $ 16,625 White Female . Illinois 7

40 12 $ 11,000 White Female . Illinois 240 16 $ 70,000 White Male . Illinois 550 18 $ 45,000 White Male . Illinois 350 18 $ 44,000 White Female . Illinois 360 13 $ - White Male . Illinois 340 13 $ 19,000 White Female . Illinois 343 16 $ 38,560 White Male . Illinois 140 12 $ 13,000 White Female . Illinois 540 12 $ 19,000 White Male . Illinois 750 18 $ 54,617 White Female . Illinois 740 12 $ 20,000 White Female . Illinois 240 10 $ - White Male . Illinois 240 13 $ 17,000 White Female $ 280 Illinois 435 12 $ 12,000 White Male $ 210 Illinois 460 14 $ 33,500 White Male . Illinois 650 12 $ 34,000 White Male . Illinois 240 13 $ 15,000 White Female . Illinois 550 18 $ 306,731 White Male $ 2,885 Illinois 840 13 $ 30,000 White Female $ 577 Illinois 840 12 $ 50,350 White Male . Illinois 140 12 $ 21,000 White Female . Illinois 140 12 $ 53,000 White Male . Illinois 140 16 $ 52,000 White Male $ 807 Illinois 840 12 $ 19,000 White Female $ 385 Illinois 450 8 $ - White Male . Illinois 140 14 $ 51,000 White Male . Illinois 240 13 $ 23,000 White Female . Illinois 240 12 $ 29,991 White Female $ 461 Illinois 450 13 $ 12,680 White Male $ 1,298 Illinois 435 12 $ 11,800 White Female . Illinois 240 12 $ 45,000 White Male . Illinois 640 12 $ 13,000 White Female . Illinois 540 12 $ 30,000 White Male . Illinois 799 12 $ 9,500 White Female . Illinois 546 13 $ 7,000 White Female . Illinois 540 16 $ 48,000 White Female . Illinois 140 18 $ 306,731 White Male . Illinois 140 14 $ 21,840 White Female . Illinois 142 13 $ 26,000 White Male . Illinois 370 16 $ 130,000 White Male . Illinois 540 12 $ 13,000 White Female . Illinois 340 10 $ 77,005 White Male . Illinois 345 18 $ 67,100 White Female . Illinois 745 12 $ 69,000 White Male $ 1,327 Illinois 445 13 $ 31,200 White Male . Illinois 640 12 $ 45,000 White Male . Illinois 740 12 $ 20,000 White Female . Illinois 740 13 $ 18,000 White Female . Illinois 740 12 $ 12,000 White Male $ 840 Illinois 845 16 $ 75,000 AsianPI Male . Illinois 848 13 $ 62,000 White Female . Illinois 740 16 $ 55,000 White Female $ 962 Illinois 870 16 $ 132,000 White Male $ 2,885 Illinois 840 14 $ 20,000 White Female $ 541 Illinois 4

40 18 $ 58,000 White Male . Illinois 640 18 $ 57,000 White Female . Illinois 645 16 $ 30,000 White Male . Illinois 340 18 $ - White Male . Illinois 360 18 $ 50,000 White Female . Illinois 340 16 $ 25,000 AsianPI Female . Illinois 840 16 $ 25,000 AsianPI Male $ 481 Illinois 836 16 $ 47,000 White Female $ 904 Illinois 840 13 $ 15,000 Black Female $ 450 Illinois 845 8 $ 33,000 White Male $ 308 Illinois 840 8 $ 25,000 White Male $ 481 Illinois 840 13 $ 19,000 White Female $ 383 Illinois 850 13 $ 40,000 White Male $ 621 Illinois 835 18 $ 51,000 Black Female . Illinois 750 16 $ 60,000 White Female . Illinois 740 16 $ 25,000 AsianPI Male $ 480 Illinois 440 12 $ 13,000 AsianPI Male $ 376 Illinois 440 13 $ 3,000 Black Male $ 1,012 Illinois 460 16 $ 97,000 White Male . Illinois 545 12 $ 42,000 White Female . Illinois 545 13 $ 33,000 White Female . Illinois 350 16 $ 55,000 White Male $ 1,058 Illinois 455 18 $ 79,000 White Male $ 1,577 Illinois 445 13 $ 28,000 White Female $ 538 Illinois 440 18 $ 23,000 White Female $ 769 Illinois 440 18 $ 150,000 White Male $ 576 Illinois 440 18 $ 26,000 AsianPI Female . Illinois 540 12 $ 28,000 White Female . Illinois 640 11 $ 15,000 White Male . Illinois 640 12 $ 50,000 White Male . Illinois 440 12 $ 20,000 White Male . Illinois 440 13 $ 30,900 White Male . Illinois 640 16 $ 52,000 AsianPI Male . Illinois 650 16 $ 159,925 White Male . Illinois 740 16 $ 78,480 White Male . Illinois 750 18 $ 70,261 White Female . Illinois 742 13 $ 27,000 White Male . Illinois 540 10 $ 18,000 Black Male . Illinois 135 12 $ 55,145 White Female . Illinois 240 14 $ 61,000 White Male . Illinois 240 16 $ 43,000 White Male . Illinois 258 13 $ 36,500 White Female . Illinois 140 12 $ 27,800 White Female . Illinois 159 16 $ 29,000 White Female . Illinois 140 12 $ 22,690 Black Female $ 342 Illinois 860 16 $ 65,000 White Male . Illinois 540 13 $ 28,000 AsianPI Male . Illinois 638 13 $ 24,500 AsianPI Female . Illinois 635 12 $ 10,000 White Female . Illinois 546 14 $ 12,800 White Female . Illinois 540 12 $ 38,000 Black Female . Illinois 540 12 $ 34,000 Black Male . Illinois 540 16 $ 40,000 AsianPI Female $ 769 Illinois 840 16 $ 66,000 White Male . Illinois 2

40 12 $ 30,000 White Female . Illinois 150 13 $ 50,000 White Female . Illinois 180 18 $ 50,000 White Male . Illinois 140 13 $ 78,000 White Female . Illinois 140 12 $ 52,000 White Male . Illinois 140 12 $ - White Male . Illinois 249 12 $ - White Female . Illinois 255 12 $ 54,000 White Male . Illinois 240 12 $ 32,000 White Female . Illinois 236 10 $ 5,100 White Male . Illinois 265 16 $ 72,000 White Male . Illinois 240 16 $ 52,000 White Male . Illinois 340 13 $ 36,000 White Female . Illinois 340 16 $ 60,000 White Male . Illinois 350 12 $ 65,000 White Male . Illinois 340 13 $ 50,000 White Male . Illinois 340 12 $ 8,500 White Female . Illinois 360 18 $ - White Male . Illinois 345 12 $ 72,000 White Male . Illinois 340 16 $ 56,000 AsianPI Female . Illinois 340 13 $ 17,000 White Female $ 334 Illinois 840 18 $ - White Male . Illinois 250 16 $ 43,000 White Female . Illinois 645 16 $ - White Male . Illinois 850 12 $ 54,000 White Female $ 785 Illinois 840 16 $ 94,000 White Male . Illinois 3

0 16 $ 1,000 White Male . Illinois 340 16 $ 100,000 White Male $ 1,923 Illinois 440 13 $ 75,583 White Female $ 1,096 Illinois 840 18 $ 50,000 White Female . Illinois 740 16 $ 70,000 White Male . Illinois 746 13 $ 36,440 White Female . Illinois 6

0 13 $ 34,000 White Male . Illinois 640 11.5 $ 49,241 Black Male . Illinois 645 13 $ 25,000 White Female . Illinois 645 13 $ 25,000 White Female . Illinois 660 12 $ 80,000 White Male $ 1,100 Illinois 440 8 $ - White Male $ 350 Illinois 450 13 $ 29,380 White Male $ 600 Illinois 450 13 $ 28,000 White Female $ 740 Illinois 440 16 $ 52,000 White Male . Illinois 357 16 $ 84,000 White Male . Illinois 340 12 $ 25,000 White Female . Illinois 340 13 $ 50,000 White Male $ 962 Illinois 840 12 $ 42,000 White Female $ 808 Illinois 860 12 $ 36,000 White Male $ 640 Illinois 840 16 $ 17,000 White Female $ 308 Illinois 851 13 $ 43,000 White Male . Illinois 666 8 $ 52,000 White Male . Illinois 6

0 16 $ 27,000 Black Female . Illinois 640 12 $ 14,000 White Male . Illinois 660 18 $ 100,231 White Male . Illinois 660 16 $ 58,000 White Female . Illinois 640 13 $ 49,000 White Male . Illinois 6

40 12 $ 33,000 White Male . Illinois 640 12 $ 15,000 IndEsk Male . Illinois 640 10 $ 38,000 White Male . Illinois 640 12 $ 20,000 White Female . Illinois 765 13 $ 47,800 White Male . Illinois 255 13 $ 50,000 White Male . Illinois 237 13 $ 24,000 Black Female . Illinois 255 16 $ 65,000 AsianPI Female . Illinois 270 12 $ 37,000 White Male . Illinois 240 13 $ 22,000 White Female . Illinois 240 13 $ 28,700 White Male $ 934 Illinois 840 16 $ 25,000 White Male $ 96 Illinois 840 16 $ 10,000 White Female $ 961 Illinois 840 12 $ 21,000 White Female $ 219 Illinois 850 12 $ 52,000 White Male $ 300 Illinois 838 13 $ 23,000 Black Female . Illinois 740 8 $ - White Male . Illinois 735 8 $ 17,500 White Female . Illinois 740 11 $ 20,000 White Male . Illinois 640 13 $ 35,000 White Male . Illinois 240 12 $ 48,000 White Male . Illinois 738 13 $ 8,000 White Female . Illinois 542 8 $ 13,000 White Female . Illinois 555 13 $ 20,000 White Male . Illinois 540 13 $ 24,000 White Male . Illinois 840 13 $ 29,000 White Male . Illinois 840 13 $ 24,000 White Female . Illinois 840 16 $ 63,000 White Male . Illinois 240 13 $ 19,000 White Female . Illinois 240 18 $ 27,000 White Female . Illinois 265 13 $ 95,000 White Male . Illinois 240 13 $ 27,000 White Female . Illinois 260 16 $ 20,000 White Male . Illinois 260 13 $ 23,400 White Male . Illinois 250 11 $ 43,000 White Male . Illinois 240 13 $ 37,000 White Female . Illinois 235 10 $ 94,000 White Male . Illinois 440 12 $ 62,400 White Male . Illinois 340 8 $ 15,000 White Male . Illinois 340 8 $ 19,000 White Female . Illinois 340 10 $ 14,248 Black Female . Illinois 740 12 $ 27,000 White Female . Illinois 340 12 $ 8,000 White Male $ 460 Illinois 440 12 $ 23,000 White Female $ 440 Illinois 440 12 $ 3,000 White Female . Illinois 840 12 $ - White Male . Illinois 440 12 $ 24,000 White Male . Illinois 360 16 $ 70,000 Black Male . Illinois 256 12 $ 21,000 Black Female . Illinois 240 12 $ 24,000 White Male . Illinois 440 8 $ 8,000 White Female . Illinois 440 13 $ 52,000 White Male . Illinois 440 8 $ 22,000 White Male . Illinois 150 18 $ 30,000 White Male . Illinois 4

70 18 $ 54,000 White Female . Illinois 540 13 $ 24,000 White Female . Illinois 740 12 $ 48,000 White Male . Illinois 740 13 $ 36,000 White Male . Illinois 638 13 $ 57,000 White Female . Illinois 740 13 $ 46,000 White Male . Illinois 740 13 $ 65,625 White Male $ 884 Illinois 440 13 $ 25,000 Black Female . Illinois 750 16 $ - White Male . Illinois 540 12 $ 60,000 White Male . Illinois 738 13 $ 25,000 White Female . Illinois 745 18 $ 50,000 White Male . Illinois 540 18 $ 22,000 White Female . Illinois 540 12 $ 50,000 White Male $ 1,200 Illinois 450 18 $ 130,000 White Male . Illinois 340 8 $ 16,900 White Male . Illinois 645 13 $ 130,000 Black Male . Illinois 740 13 $ 19,000 White Female . Illinois 738 16 $ 50,000 White Male . Illinois 540 12 $ 28,000 White Male . Illinois 340 8 $ 15,000 White Male . Illinois 340 13 $ 65,000 White Male $ 1,250 Illinois 440 11 $ - Black Female . Illinois 740 11 $ 2,900 Black Female . Illinois 740 16 $ 30,000 White Male . Illinois 245 16 $ 30,000 White Male . Illinois 245 18 $ 72,000 White Male $ 1,385 Illinois 440 16 $ 40,000 White Male . Illinois 235 12 $ 14,000 White Female . Illinois 240 12 $ 35,600 White Male . Illinois 240 12 $ 32,000 White Female . Illinois 240 18 $ 306,731 White Male . Illinois 240 11.5 $ 16,080 White Male $ 323 Illinois 840 13 $ 5,200 AsianPI Male . Illinois 2

0 14 $ 18,000 AsianPI Female . Illinois 250 18 $ 100,000 Black Male . Illinois 560 16 $ 41,000 White Male . Illinois 240 8 $ 60,000 White Male $ 606 Illinois 840 8 $ 12,500 White Female $ 332 Illinois 840 9 $ 15,000 White Male $ 360 Illinois 840 8 $ 13,000 White Male $ 115 Illinois 840 9 $ 12,000 White Male $ 240 Illinois 840 14 $ 35,000 Black Female . Illinois 740 13 $ 50,000 Black Male . Illinois 740 13 $ 29,000 Black Female . Illinois 740 10 $ 31,200 Black Female . Illinois 740 14 $ 25,000 Black Male . Illinois 760 12 $ 66,000 White Female . Illinois 255 13 $ 36,000 White Male . Illinois 260 18 $ 100,000 White Male . Illinois 335 18 $ 35,000 White Female . Illinois 340 12 $ 60,000 White Male . Illinois 150 16 $ - Black Male . Illinois 140 13 $ - Black Female . Illinois 1

60 8 $ 23,000 White Male . Illinois 140 13 $ 62,000 White Male . Illinois 240 12 $ 27,000 White Male . Illinois 165 13 $ 40,000 White Male . Illinois 238 12 $ 17,500 White Female . Illinois 265 16 $ 30,000 White Male . Illinois 750 18 $ 25,000 White Female . Illinois 740 13 $ 65,000 White Male $ 550 Illinois 840 12 $ 48,000 White Male . Illinois 642 12 $ 23,000 White Female . Illinois 640 16 $ 36,000 White Male . Illinois 640 12 $ 24,000 White Male . Illinois 340 12 $ 10,000 White Male . Illinois 340 12 $ 11,000 White Male . Illinois 345 12 $ 9,193 Black Female . Illinois 348 12 $ 12,000 Black Male . Illinois 3

0 12 $ 32,600 White Male . Illinois 550 16 $ 48,000 White Male . Illinois 540 13 $ 20,000 White Female . Illinois 555 16 $ 62,000 White Male $ 1,250 Illinois 445 12 $ 30,000 White Male $ 560 Illinois 445 16 $ 32,500 White Female $ 800 Illinois 840 16 $ 48,000 White Male . Illinois 240 12 $ 37,000 White Female . Illinois 2

0 16 $ 25,000 Black Male . Illinois 140 12 $ 65,000 Black Male $ 1,250 Illinois 840 12 $ 60,000 Black Female $ 1,154 Illinois 840 12 $ 50,000 White Male $ 962 Illinois 840 16 $ 13,600 White Male $ 320 Illinois 835 13 $ 4,000 White Female $ 50 Illinois 845 12 $ 31,072 White Male $ 800 Illinois 840 16 $ 33,000 Black Female $ 750 Illinois 840 13 $ 14,560 Black Male . Illinois 140 13 $ 34,896 Black Male . Illinois 140 18 $ 55,000 White Male . Illinois 145 13 $ 20,000 Black Male . Illinois 240 12 $ 26,000 Black Male . Illinois 140 14 $ 23,000 Black Female . Illinois 160 12 $ 34,000 White Male . Illinois 140 13 $ 28,600 Black Female $ 320 Illinois 840 16 $ 55,000 White Female . Illinois 270 18 $ 36,000 White Male . Illinois 250 18 $ 36,000 White Female . Illinois 240 18 $ 77,000 AsianPI Female . Illinois 240 12 $ 26,000 White Male $ 580 Illinois 865 16 $ 31,000 White Male . Illinois 240 16 $ - White Female . Illinois 240 16 $ - White Male . Illinois 240 9 $ 35,000 White Male . Illinois 340 12 $ 27,000 White Female . Illinois 340 8 $ 22,000 White Male . Illinois 240 8 $ 16,000 White Male . Illinois 240 8 $ 20,000 White Male . Illinois 250 12 $ 31,200 White Male . Illinois 2

40 8 $ 12,240 White Male . Illinois 660 12 $ 65,000 White Female . Illinois 735 12 $ 15,600 White Female . Illinois 150 12 $ 15,000 White Male . Illinois 140 12 $ 28,049 White Male . Illinois 150 16 $ 57,500 White Male . Illinois 140 18 $ 306,731 White Male . Illinois 140 16 $ 75,000 White Male . Illinois 145 13 $ 69,000 White Male . Illinois 140 16 $ 82,000 White Female . Illinois 140 12 $ 60,500 White Male . Illinois 380 12 $ 102,678 White Male . Illinois 340 12 $ 11,232 White Male . Illinois 340 11 $ 50,000 White Male $ 962 Illinois 850 18 $ 65,000 White Male . Illinois 740 18 $ 18,000 White Female . Illinois 740 13 $ 3,600 White Female $ 840 Illinois 840 16 $ 40,000 White Female . Illinois 740 13 $ 40,000 White Male . Illinois 740 12 $ 20,000 White Female . Illinois 740 12 $ 20,000 White Male . Illinois 740 8 $ 30,000 White Male . Illinois 740 12 $ 20,000 White Male . Illinois 740 12 $ 17,000 White Male . Illinois 740 16 $ 35,000 Black Female . Illinois 340 11 $ 11,440 Black Male . Illinois 640 9 $ 41,000 White Male . Illinois 150 11.5 $ 35,000 White Male . Illinois 1

100 12 $ 60,000 White Male . Illinois 250 18 $ 40,000 White Female . Illinois 240 8 $ 28,800 White Male . Illinois 340 10 $ 17,000 Black Female $ 310 Illinois 470 16 $ - AsianPI Male . Illinois 7

0 13 $ 60,000 White Male . Illinois 340 16 $ 35,000 White Female . Illinois 640 14 $ 58,000 White Female . Illinois 640 13 $ 35,000 White Male . Illinois 640 13 $ 25,000 White Female . Illinois 655 16 $ 50,000 White Male . Illinois 740 13 $ 33,000 AsianPI Female . Illinois 660 13 $ 30,000 AsianPI Male . Illinois 640 12 $ 17,000 White Male . Illinois 340 12 $ 46,000 White Male $ 961 Illinois 852 13 $ 7,000 White Female $ 83 Illinois 850 12 $ 100,000 White Male . Illinois 455 16 $ 56,000 White Male . Illinois 640 13 $ 44,000 White Female . Illinois 650 18 $ 65,000 White Male . Illinois 640 12 $ - White Male . Illinois 650 8 $ 30,000 White Male $ 600 Illinois 840 9 $ 18,000 White Female $ 383 Illinois 845 16 $ 33,000 White Male . Illinois 245 16 $ 73,000 White Male . Illinois 740 13 $ 60,000 White Male $ 1,154 Illinois 4

40 13 $ 16,000 White Female $ 346 Illinois 460 16 $ - White Male . Illinois 845 16 $ 29,000 White Female . Illinois 2

0 18 $ 83,000 White Male . Illinois 650 18 $ 50,000 White Female . Illinois 640 16 $ 28,000 White Female $ 600 Illinois 850 16 $ 35,000 White Male $ 900 Illinois 8

0 16 $ 139,925 White Male . Illinois 751 12 $ - White Male . Illinois 760 16 $ 120,000 White Male . Illinois 740 8 $ 25,627 White Male $ 684 Illinois 440 12 $ 1,600 White Female $ 400 Illinois 450 16 $ 85,000 White Male $ 1,635 Illinois 445 16 $ 67,000 White Female . Illinois 345 16 $ 42,000 White Male . Illinois 360 18 $ 70,000 White Female . Illinois 360 16 $ 50,000 White Male . Illinois 645 12 $ 45,000 Black Male . Illinois 340 16 $ 40,000 Black Male . Illinois 345 16 $ 65,000 White Female $ 1,250 Illinois 440 13 $ 57,000 White Female $ 1,154 Illinois 855 18 $ 39,398 White Male . Illinois 546 12 $ 28,800 White Male . Illinois 540 12 $ 28,600 White Female . Illinois 538 14 $ 39,000 White Female . Illinois 745 13 $ 36,500 White Male . Illinois 740 18 $ 52,500 AsianPI Female . Illinois 540 13 $ 32,214 White Male . Illinois 535 14 $ 17,200 White Female . Illinois 540 11.5 $ 2,655 Black Male $ 236 Illinois 840 16 $ 150,000 White Male . Illinois 640 13 $ 50,000 Black Female . Illinois 5

0 16 $ 12,000 Black Female . Illinois 537 13 $ 17,000 Black Female . Illinois 540 16 $ 30,000 White Female . Illinois 540 16 $ 30,000 White Female . Illinois 540 16 $ 30,000 White Female . Illinois 1

0 12 $ 43,000 White Male . Illinois 150 16 $ 80,000 White Male . Illinois 150 16 $ - White Male . Illinois 160 13 $ - White Female . Illinois 145 16 $ 50,000 White Male . Illinois 140 13 $ 10,000 White Female . Illinois 140 12 $ 48,000 White Male . Illinois 135 16 $ - White Male . Illinois 440 16 $ 30,000 White Female $ 577 Illinois 455 13 $ - White Male . Illinois 253 18 $ 103,925 White Male $ 1,442 Illinois 835 13 $ - White Female . Illinois 855 13 $ 25,000 White Female $ 481 Illinois 840 18 $ 28,800 White Female $ 769 Illinois 840 16 $ 40,000 White Female $ 962 Illinois 840 13 $ 51,000 White Male . Illinois 240 16 $ 42,000 White Female . Illinois 2

35 12 $ 60,198 White Male . Illinois 555 13 $ 32,000 White Female . Illinois 545 16 $ 55,000 White Male . Illinois 540 16 $ 11,000 White Female . Illinois 555 11 $ 37,000 White Male . Illinois 550 12 $ 30,000 White Male . Illinois 538 16 $ 43,000 Black Female . Illinois 540 18 $ 80,000 White Male $ 1,538 Illinois 840 18 $ 29,120 White Female $ 560 Illinois 840 16 $ 85,000 White Male . Illinois 635 18 $ 50,000 Black Female . Illinois 640 13 $ 18,000 White Male $ 487 Illinois 455 16 $ 63,000 White Male . Illinois 735 12 $ 20,000 White Female . Illinois 540 16 $ 44,880 White Male . Illinois 545 13 $ 23,000 White Male . Illinois 540 12 $ 45,000 White Female . Illinois 540 12 $ 31,000 White Female . Illinois 560 13 $ 33,000 White Male . Illinois 740 12 $ 16,000 White Female . Illinois 750 16 $ 78,000 White Male . Illinois 540 8 $ 9,000 White Male . Illinois 640 8 $ 7,000 White Female . Illinois 640 8 $ 7,000 White Male . Illinois 640 8 $ 7,000 White Male . Illinois 650 8 $ 2,500 White Male . Illinois 140 8 $ 17,680 White Female . Illinois 150 12 $ 34,000 White Male . Illinois 3

0 18 $ 92,000 White Male . Illinois 338 18 $ 17,600 White Female . Illinois 340 16 $ 55,400 Black Male $ 1,500 Illinois 840 13 $ 22,000 Black Female $ 400 Illinois 440 8 $ 32,000 White Male . Illinois 140 12 $ 30,000 White Male . Illinois 355 16 $ 37,500 White Female . Illinois 655 12 $ 98,000 White Male . Illinois 640 13 $ 32,000 White Male . Illinois 542 8 $ 30,000 White Male . Illinois 840 8 $ 3,500 White Female . Illinois 540 9 $ 44,000 White Male . Illinois 140 13 $ 40,000 White Female . Illinois 740 8 $ 22,360 White Male . Illinois 737 12 $ 27,800 White Female . Illinois 840 12 $ 42,000 White Male . Illinois 840 8 $ 25,000 White Male . Illinois 835 8 $ 16,000 White Female . Illinois 840 12 $ 30,000 White Male . Illinois 840 12 $ 7,589 White Male . Illinois 840 12 $ 30,000 White Male . Illinois 540 13 $ 30,000 White Female . Illinois 540 13 $ 40,000 White Male . Illinois 740 12 $ 15,000 Black Male . Illinois 340 16 $ 50,000 Black Male . Illinois 640 12 $ 27,000 Black Female . Illinois 6

40 13 $ - White Female . Illinois 240 13 $ 20,000 Black Female . Illinois 740 16 $ 15,600 Black Male . Illinois 740 18 $ - Black Female . Illinois 740 16 $ 88,000 White Female . Illinois 145 13 $ 62,400 White Male $ 2,250 Illinois 840 12 $ 104,000 White Female $ 2,000 Illinois 850 13 $ 41,600 White Male $ 1,100 Illinois 840 10 $ 30,000 White Male . Illinois 640 9 $ 22,000 White Female . Illinois 650 11 $ 25,000 White Male . Illinois 640 12 $ 17,400 White Male . Illinois 635 11.5 $ - White Male . Illinois 645 18 $ 34,200 White Male . Illinois 140 12 $ - Black Male . Illinois 845 18 $ 16,000 White Male . Illinois 335 14 $ 3,000 White Female . Illinois 355 12 $ 2,750 White Male . Illinois 340 18 $ 32,000 White Male . Illinois 740 9 $ 14,000 White Male $ 300 Illinois 840 12 $ 37,000 White Male . Illinois 640 12 $ 20,000 White Male . Illinois 340 12 $ 7,000 White Female . Illinois 340 13 $ 46,636 White Male $ 865 Illinois 440 13 $ 35,442 White Female $ 865 Illinois 440 13 $ 42,500 Black Female $ 725 Illinois 875 13 $ 65,000 White Female . Illinois 735 13 $ 20,400 Black Male . Illinois 740 13 $ 9,600 Black Female . Illinois 740 12 $ 24,000 Black Male . Illinois 340 10 $ 19,000 White Male . Illinois 340 12 $ 42,000 White Female $ 808 Illinois 440 13 $ 35,000 Black Male . Illinois 340 12 $ 43,000 Black Female . Illinois 640 12 $ 40,000 Black Male . Illinois 640 8 $ 36,000 White Male $ 606 Illinois 452 10 $ 19,980 White Male $ 360 Illinois 440 10 $ 9,754 White Male $ 283 Illinois 440 11 $ 13,000 White Male . Illinois 740 18 $ 13,318 White Female . Illinois 765 16 $ 90,000 AsianPI Male . Illinois 240 12 $ 14,000 White Female . Illinois 640 11 $ 15,000 White Male . Illinois 340 13 $ 30,000 White Female . Illinois 340 11 $ 15,960 White Female $ 270 Illinois 4

0 8 $ - White Male . Illinois 545 12 $ 29,000 White Male . Illinois 240 12 $ 18,000 White Male . Illinois 256 13 $ 30,000 Black Male . Illinois 235 13 $ 15,000 AsianPI Male . Illinois 245 12 $ 14,000 AsianPI Male . Illinois 240 12 $ 15,000 AsianPI Female . Illinois 250 16 $ 92,000 White Male . Illinois 250 16 $ 20,000 AsianPI Male . Illinois 2

40 16 $ 60,000 AsianPI Female . Illinois 20 18 $ 306,731 White Male . Illinois 2

60 16 $ 85,000 White Male . Illinois 540 13 $ 40,000 AsianPI Female . Illinois 148 13 $ 390,510 White Female . Illinois 140 12 $ 6,000 White Male . Illinois 135 13 $ 7,000 White Male . Illinois 160 13 $ 80,000 White Male . Illinois 140 14 $ 32,000 White Female . Illinois 156 12 $ 29,900 Black Female . Illinois 340 12 $ 30,000 White Male . Illinois 540 11 $ 25,000 Black Male . Illinois 140 13 $ 27,000 Black Female . Illinois 140 13 $ 29,000 Black Female . Illinois 160 13 $ 24,500 Black Male . Illinois 140 12 $ 56,800 White Male . Illinois 240 12 $ 62,000 White Male . Illinois 248 16 $ 4,000 White Male . Illinois 380 18 $ 20,000 White Female . Illinois 343 16 $ 64,500 White Male . Illinois 140 13 $ 30,000 White Female . Illinois 140 13 $ 19,760 Black Male $ 380 Illinois 440 12 $ 13,520 Black Male $ 260 Illinois 445 16 $ 85,828 Black Female $ 2,885 Illinois 440 16 $ 20,000 White Female . Illinois 240 18 $ 30,000 White Male . Illinois 2

0 12 $ 62,400 White Male . Illinois 260 12 $ 12,500 White Female . Illinois 250 13 $ 20,000 White Male . Illinois 240 13 $ 30,000 White Male . Illinois 340 10 $ 10,000 White Male . Illinois 550 13 $ 38,500 White Female $ 740 Illinois 440 8 $ 24,000 White Male . Illinois 140 12 $ 11,000 White Female . Illinois 140 16 $ 94,925 White Male . Illinois 399 18 $ 35,000 AsianPI Male . Illinois 360 12 $ 45,000 White Male . Illinois 250 18 $ 40,000 White Female . Illinois 740 16 $ 28,000 Black Female . Illinois 250 16 $ 40,000 White Male . Illinois 743 13 $ 40,000 White Male . Illinois 243 16 $ 20,000 White Female . Illinois 240 16 $ 72,000 White Female . Illinois 335 8 $ 3,600 White Female . Illinois 635 8 $ 15,600 White Male . Illinois 680 16 $ 30,000 Black Male . Illinois 380 16 $ 18,000 Black Female . Illinois 3


40 12 $ 27,000 White Male $ 480 Illinois 445 8 $ 16,000 White Male . Illinois 660 13 $ 38,000 Black Male . Illinois 760 13 $ 50,000 White Male . Illinois 340 10 $ 14,560 White Female $ 280 Illinois 4

40 11 $ 5,000 Black Female . Illinois 135 13 $ - Black Male . Illinois 543 18 $ 39,000 Black Male . Illinois 5

0 11.5 $ - Black Female . Illinois 60 16 $ 38,000 Black Female . Illinois 6

40 14 $ 18,720 Black Female . Illinois 540 16 $ 75,000 AsianPI Male . Illinois 644 12 $ 16,092 White Male . Illinois 155 11 $ - White Male . Illinois 840 10 $ 20,000 White Male . Illinois 540 10 $ 7,670 Black Female . Illinois 550 12 $ 34,500 White Female . Illinois 240 8 $ 14,000 White Female . Illinois 340 12 $ 20,000 White Male . Illinois 340 13 $ 17,000 White Male . Illinois 340 13 $ 41,000 White Male . Illinois 440 12 $ 22,000 White Female . Illinois 4

0 14 $ 8,000 Black Female . Illinois 740 12 $ 35,000 White Male . Illinois 342 12 $ 50,000 White Female . Illinois 360 16 $ 122,000 White Male . Illinois 440 13 $ 2,862 Black Female . Illinois 640 13 $ - Black Male . Illinois 740 12 $ 57,000 Black Male . Illinois 740 12 $ 8,000 White Male . Illinois 640 13 $ 13,000 Black Male . Illinois 635 12 $ 12,480 White Male . Illinois 640 12 $ 41,510 Black Female . Illinois 640 12 $ 30,000 Black Male $ 640 Illinois 840 11 $ 42,000 Black Female $ 680 Illinois 840 16 $ 50,000 Black Male . Illinois 640 10 $ 10,000 White Female $ 519 Illinois 840 13 $ 52,000 White Male . Illinois 840 8 $ 50,000 White Male . Illinois 140 16 $ 25,000 Black Female . Illinois 640 8 $ 13,500 White Male $ 480 Illinois 840 13 $ 26,000 Black Female . Illinois 540 11 $ 2,000 White Female . Illinois 140 13 $ 3,600 White Female . Illinois 150 18 $ 306,731 White Male . Illinois 160 16 $ 39,000 White Male . Illinois 140 12 $ 32,000 White Female . Illinois 148 16 $ 33,000 White Female . Illinois 140 12 $ 1,600 Black Female . Illinois 740 18 $ 35,000 White Male . Illinois 140 13 $ - White Female . Illinois 145 12 $ 23,000 White Male . Illinois 150 16 $ 75,000 White Male . Illinois 550 12 $ 104,000 White Female . Illinois 540 16 $ 60,000 AsianPI Female . Illinois 580 13 $ 11,000 White Female $ 150 Illinois 450 16 $ 84,000 White Male $ 1,576 Illinois 440 13 $ 45,000 White Male . Illinois 735 12 $ 41,000 White Female . Illinois 3

40 10 $ 36,000 White Male . Illinois 340 13 $ 28,000 White Female $ 577 Illinois 840 12 $ 23,000 AsianPI Male $ 875 Illinois 840 16 $ 30,000 AsianPI Female $ 423 Illinois 8

0 11.5 $ 7,700 White Male . Illinois 340 12 $ 27,500 White Male . Illinois 345 12 $ 33,000 White Female . Illinois 345 12 $ 24,000 White Male . Illinois 345 13 $ 40,000 White Male $ 827 Illinois 440 16 $ 60,000 AsianPI Male . Illinois 640 12 $ 27,000 AsianPI Female . Illinois 640 13 $ 19,760 Black Female . Illinois 753 14 $ 26,319 White Male . Illinois 540 13 $ 10,400 White Female . Illinois 540 13 $ 5,000 White Male . Illinois 640 14 $ 36,500 White Male $ 692 Illinois 450 16 $ 68,000 White Male $ 1,308 Illinois 840 13 $ 60,000 White Male . Illinois 260 13 $ 44,000 White Female . Illinois 255 12 $ 40,000 White Male . Illinois 560 16 $ 306,731 White Male $ 2,885 Illinois 440 18 $ 50,000 White Female . Illinois 550 18 $ 100,000 White Male . Illinois 550 18 $ 35,000 White Male . Illinois 245 12 $ - Black Male . Illinois 240 12 $ 36,000 White Male . Illinois 240 12 $ 24,000 White Female . Illinois 240 12 $ 22,000 White Female . Illinois 2

0 13 $ 35,400 White Male . Illinois 650 12 $ 29,000 White Male . Illinois 550 13 $ 22,000 White Female . Illinois 640 18 $ 44,000 Black Female . Illinois 5

0 13 $ 100,000 White Male . Illinois 245 16 $ 23,000 White Male . Illinois 240 12 $ 15,000 Black Female . Illinois 240 16 $ 27,000 White Male . Illinois 540 12 $ - White Male . Illinois 5

0 16 $ 21,000 White Male . Illinois 242 16 $ 54,000 White Female . Illinois 250 16 $ 66,000 White Male . Illinois 250 13 $ 40,000 White Female . Illinois 140 9 $ 20,000 White Male . Illinois 140 12 $ 30,000 White Male . Illinois 140 12 $ 21,000 White Female . Illinois 140 13 $ 23,000 White Female . Illinois 145 12 $ 26,000 White Male . Illinois 139 12 $ 27,300 White Male . Illinois 150 18 $ 64,000 White Male . Illinois 140 13 $ 25,000 White Female . Illinois 235 14 $ 11,804 White Female . Illinois 255 13 $ 70,000 White Male . Illinois 265 13 $ 85,000 White Female . Illinois 240 13 $ 52,000 White Male . Illinois 345 14 $ 40,000 White Male . Illinois 3

40 13 $ 13,780 White Female . Illinois 340 12 $ 30,000 White Male . Illinois 240 16 $ 49,000 White Male . Illinois 240 13 $ 25,000 White Female . Illinois 260 16 $ 32,000 White Female . Illinois 250 16 $ 37,000 White Male . Illinois 240 14 $ 41,000 White Female . Illinois 240 13 $ 37,000 White Male . Illinois 240 12 $ 38,000 White Female . Illinois 240 16 $ 34,000 White Male . Illinois 640 16 $ 46,500 White Male . Illinois 660 13 $ 34,000 White Male . Illinois 640 12 $ 27,000 White Female . Illinois 640 16 $ 40,773 White Male . Illinois 650 16 $ 35,932 White Male . Illinois 640 8 $ 10,000 White Male . Illinois 640 12 $ 4,000 Black Female . Illinois 645 16 $ 56,000 White Female . Illinois 638 18 $ 51,678 White Male . Illinois 640 18 $ 30,000 White Male . Illinois 650 18 $ 120,000 White Male . Illinois 340 13 $ 18,720 White Male . Illinois 350 12 $ 27,000 White Male . Illinois 559 12 $ 37,889 White Female . Illinois 555 18 $ 150,000 Black Male $ 2,885 Illinois 440 13 $ 24,000 Black Female $ 412 Illinois 440 16 $ 27,000 White Female . Illinois 540 14 $ 40,000 Black Female . Illinois 140 12 $ 12,600 White Female . Illinois 140 18 $ 54,044 White Female . Illinois 640 13 $ 18,200 White Female . Illinois 140 13 $ 68,000 White Male . Illinois 150 13 $ 50,000 White Male . Illinois 140 13 $ 60,000 White Male $ 1,154 Illinois 8

0 13 $ 24,000 Black Female . Illinois 60 12 $ 65,000 White Male $ 745 Illinois 80 13 $ 700 White Male $ 802 Illinois 8

35 12 $ 18,000 White Female $ 200 Illinois 860 18 $ 72,000 White Male . Illinois 540 18 $ 55,000 White Female . Illinois 546 12 $ 35,000 White Male . Illinois 540 11 $ 7,300 White Male $ 240 Illinois 840 13 $ 55,000 White Male $ 920 Illinois 860 13 $ 60,000 White Male . Illinois 645 13 $ 57,000 White Male . Illinois 740 16 $ 42,344 White Female . Illinois 540 8 $ 17,000 White Male $ 481 Illinois 860 13 $ 37,000 White Male . Illinois 737 18 $ 37,000 White Female . Illinois 355 12 $ 42,099 White Male . Illinois 735 12 $ 7,000 Black Female . Illinois 650 12 $ 55,000 White Male . Illinois 650 18 $ 15,500 White Male $ 769 Illinois 838 18 $ 38,000 White Female . Illinois 3

45 18 $ 65,583 White Female . Illinois 350 18 $ 77,925 White Male . Illinois 338 12 $ 25,000 White Female . Illinois 340 13 $ 40,000 White Male . Illinois 347 18 $ 65,500 White Male $ 1,160 Illinois 440 14 $ 40,000 White Female $ 840 Illinois 440 12 $ 49,000 White Male $ 875 Illinois 840 13 $ 23,000 White Female . Illinois 640 13 $ 23,000 White Male . Illinois 640 12 $ 23,000 White Male . Illinois 644 16 $ 135,000 White Male . Illinois 640 16 $ 62,000 White Female . Illinois 640 14 $ 53,000 White Male . Illinois 540 12 $ 43,000 White Male . Illinois 840 12 $ 35,000 White Female . Illinois 840 12 $ 40,000 White Male . Illinois 835 12 $ 13,000 White Female . Illinois 840 18 $ 43,000 AsianPI Male . Illinois 540 12 $ 52,587 White Female . Illinois 540 8 $ 9,520 White Female . Illinois 340 12 $ 8,160 White Male . Illinois 355 16 $ 65,000 White Male . Illinois 640 8 $ 17,600 White Male . Illinois 340 13 $ 31,000 White Male . Illinois 340 16 $ 50,000 White Female . Illinois 340 12 $ 20,800 Black Female $ 412 Illinois 850 16 $ 110,000 White Male . Illinois 560 13 $ 40,000 White Male . Illinois 365 13 $ 129,000 White Male . Illinois 655 13 $ 43,000 White Female . Illinois 650 8 $ 46,000 White Male . Illinois 340 12 $ 41,600 Black Male $ 800 Illinois 840 13 $ 20,000 White Male . Illinois 742 16 $ 62,000 White Male . Illinois 740 13 $ 10,000 White Female . Illinois 740 12 $ 43,000 White Male . Illinois 740 12 $ 7,800 Black Male . Illinois 360 13 $ 20,733 Black Female . Illinois 355 13 $ 39,000 White Male . Illinois 740 16 $ 75,540 White Male . Illinois 340 12 $ 35,000 Black Male . Illinois 340 13 $ 58,000 White Male . Illinois 340 14 $ 84,000 White Male $ 1,615 Illinois 440 16 $ 24,000 Black Male . Illinois 340 13 $ 28,000 Black Female . Illinois 655 18 $ 306,731 White Male . Illinois 750 16 $ - White Female . Illinois 747 16 $ 22,200 White Female . Illinois 740 16 $ 20,800 White Female . Illinois 740 12 $ 35,000 White Female . Illinois 745 18 $ 8,000 White Female . Illinois 745 16 $ 24,000 White Female . Illinois 765 16 $ 99,925 White Male . Illinois 745 18 $ 129,500 White Male . Illinois 7

40 12 $ 50,000 White Male . Illinois 735 12 $ 18,000 White Female . Illinois 748 18 $ 35,000 White Male . Illinois 740 18 $ 35,000 White Female . Illinois 740 12 $ 15,000 White Male . Illinois 140 12 $ 17,000 White Male . Illinois 135 12 $ 16,000 White Female . Illinois 135 14 $ 18,000 White Female . Illinois 145 12 $ 10,000 White Female . Illinois 150 14 $ 50,000 White Male . Illinois 140 11 $ 20,800 White Female . Illinois 340 11 $ 28,000 AsianPI Female . Illinois 540 12 $ 15,000 White Male . Illinois 540 13 $ 13,007 White Male . Illinois 235 13 $ 4,900 White Male . Illinois 252 16 $ 62,000 White Male . Illinois 240 13 $ 15,000 White Female . Illinois 244 16 $ 64,000 White Female . Illinois 342 18 $ 68,000 White Male . Illinois 345 13 $ - White Female . Illinois 350 13 $ 30,000 White Male . Illinois 350 16 $ 50,000 White Female . Illinois 350 13 $ 45,000 White Male . Illinois 750 16 $ 306,731 AsianPI Male $ 921 Illinois 450 16 $ 120,000 AsianPI Female $ 2,307 Illinois 450 16 $ 85,000 White Male . Illinois 340 10 $ 15,000 Black Male $ 288 Illinois 440 12 $ - White Female . Illinois 340 13 $ 50,000 White Female . Illinois 240 13 $ 11,000 White Male $ 361 Illinois 435 13 $ 6,006 White Female $ 273 Illinois 440 18 $ 75,000 White Male $ 961 Illinois 440 16 $ 7,000 White Female $ 1,153 Illinois 445 16 $ 50,000 White Male $ 1,134 Illinois 460 16 $ 70,000 White Male $ 1,346 Illinois 440 16 $ 40,000 White Female $ 769 Illinois 440 12 $ 49,000 White Male $ 942 Illinois 435 13 $ 29,000 White Male $ 578 Illinois 435 13 $ 27,000 White Female $ 560 Illinois 445 16 $ 60,500 White Male $ 1,135 Illinois 460 13 $ 18,000 White Male $ 769 Illinois 450 18 $ 327,731 White Male $ 1,076 Illinois 450 13 $ 51,000 White Female . Illinois 560 12 $ - White Male . Illinois 540 13 $ 65,625 White Male $ 1,250 Illinois 440 16 $ 24,700 AsianPI Male $ 962 Illinois 450 14 $ 27,000 White Female $ 519 Illinois 440 12 $ 46,000 White Male . Illinois 640 18 $ 40,000 Black Male . Illinois 740 13 $ 40,000 Black Female . Illinois 740 13 $ 29,500 White Male . Illinois 140 13 $ 23,000 White Male . Illinois 160 12 $ 40,000 White Female . Illinois 145 18 $ 50,000 White Male . Illinois 1

40 18 $ 49,000 White Female . Illinois 140 16 $ 31,000 White Female . Illinois 560 13 $ 42,000 White Male . Illinois 540 12 $ 15,000 Black Female . Illinois 140 12 $ 12,700 Black Male . Illinois 140 8 $ 41,600 White Male . Illinois 240 11 $ 12,500 White Female . Illinois 240 18 $ 26,000 White Female . Illinois 240 8 $ 15,000 White Female . Illinois 1

0 16 $ 11,000 White Female . Illinois 150 18 $ 58,000 White Male . Illinois 3

120 13 $ 75,000 White Male . Illinois 640 12 $ 3,500 White Female . Illinois 640 18 $ 27,085 White Male . Illinois 640 12 $ 27,000 White Male . Illinois 640 12 $ 4,200 White Female . Illinois 644 16 $ 45,000 White Male $ 865 Illinois 443 13 $ 40,000 White Female . Illinois 540 13 $ - White Male . Illinois 540 18 $ 140,000 White Male . Illinois 540 8 $ 10,000 White Female . Illinois 235 12 $ 5,000 Black Female . Illinois 740 12 $ 75,000 White Male . Illinois 650 16 $ 52,000 White Male . Illinois 345 18 $ 44,000 White Female . Illinois 350 13 $ 30,000 White Female . Illinois 350 16 $ 3,600 White Male . Illinois 340 13 $ 41,000 Black Male . Illinois 740 13 $ 36,400 Black Female . Illinois 740 13 $ 15,000 White Female . Illinois 140 12 $ 22,000 White Male . Illinois 140 12 $ 3,500 White Female $ 102 Illinois 860 13 $ 40,000 White Male . Illinois 350 13 $ 26,000 White Male . Illinois 140 16 $ 10,000 White Male . Illinois 640 18 $ 9,000 White Female . Illinois 640 12 $ 11,000 White Male . Illinois 640 12 $ 10,000 White Male . Illinois 640 12 $ 29,000 White Male . Illinois 640 12 $ 62,400 White Male . Illinois 640 18 $ 40,000 White Male . Illinois 740 18 $ 50,000 White Female . Illinois 740 8 $ 25,000 White Male . Illinois 540 12 $ 35,000 White Male . Illinois 345 16 $ 65,000 White Male $ 1,330 Illinois 440 12 $ 50,000 White Male . Illinois 340 8 $ 11,544 White Female . Illinois 340 12 $ 15,000 Black Female . Illinois 555 12 $ 24,000 White Female . Illinois 545 12 $ 42,000 White Male . Illinois 550 12 $ 66,000 White Male . Illinois 740 12 $ 14,000 Black Female . Illinois 650 12 $ 40,000 White Male . Illinois 540 13 $ 11,000 White Female . Illinois 5

40 12 $ 27,000 Black Male . Illinois 340 12 $ 15,000 Black Female . Illinois 350 16 $ 41,000 White Male . Illinois 555 13 $ 13,000 White Female . Illinois 540 13 $ 306,731 White Male . Illinois 640 18 $ 135,000 White Female . Illinois 650 10 $ 25,000 White Male . Illinois 150 18 $ 55,000 White Male $ 1,250 Illinois 440 16 $ 35,600 White Male . Illinois 150 18 $ 65,000 White Female . Illinois 140 13 $ 30,000 Black Female $ 577 Illinois 440 13 $ 30,000 Black Male $ 577 Illinois 4

0 12 $ - White Male . Illinois 440 12 $ 30,000 White Female $ 577 Illinois 440 16 $ 41,000 White Male . Illinois 140 13 $ 31,200 Black Female . Illinois 540 13 $ 24,000 Black Female . Illinois 540 16 $ 50,000 White Male . Illinois 550 18 $ 65,000 White Female . Illinois 543 12 $ 26,500 Black Female . Illinois 540 13 $ 10,000 Black Female . Illinois 545 16 $ 25,000 White Male . Illinois 540 18 $ 25,000 White Female . Illinois 540 8 $ 16,000 White Male . Illinois 540 13 $ 17,000 White Male . Illinois 551 12 $ - White Male . Illinois 740 16 $ 19,000 White Female . Illinois 750 12 $ 30,000 White Male . Illinois 640 12 $ 42,000 White Male . Illinois 235 11 $ - White Male . Illinois 238 16 $ 26,000 White Female . Illinois 140 12 $ 20,000 Black Male . Illinois 238 12 $ 17,600 Black Female . Illinois 140 8 $ 9,600 White Male . Illinois 140 8 $ - White Male . Illinois 140 8 $ - White Male . Illinois 160 12 $ - White Male . Illinois 160 8 $ - White Male . Illinois 140 13 $ 22,000 White Female $ 423 Illinois 440 16 $ 37,000 White Male $ 712 Illinois 440 13 $ 75,000 White Male . Illinois 340 16 $ 115,000 White Female . Illinois 340 16 $ 50,000 White Female . Illinois 740 16 $ 42,500 White Male . Illinois 740 13 $ 18,000 White Male . Illinois 350 16 $ 75,000 White Male . Illinois 240 18 $ 57,000 White Male . Illinois 250 18 $ 80,000 White Female . Illinois 740 18 $ 57,000 White Female . Illinois 740 18 $ - White Male . Illinois 750 13 $ 35,000 White Male . Illinois 340 16 $ 40,000 Black Male . Illinois 740 12 $ 12,000 White Female . Illinois 140 13 $ 19,000 White Female . Illinois 3

50 12 $ 25,000 White Male . Illinois 244 12 $ 20,000 White Female . Illinois 240 13 $ 17,000 Black Male . Illinois 140 12 $ 9,500 Black Female . Illinois 140 13 $ 6,000 Black Male . Illinois 140 12 $ 32,000 White Female . Illinois 140 13 $ 28,000 White Male . Illinois 340 12 $ 6,000 Black Male . Illinois 540 12 $ 6,000 Black Female . Illinois 540 12 $ - Black Male . Illinois 565 18 $ 306,731 White Male $ 2,885 Illinois 445 16 $ 135,000 White Female $ 2,596 Illinois 440 16 $ 30,000 White Male $ 577 Illinois 840 18 $ 75,000 Black Male . Illinois 640 18 $ 72,000 Black Female . Illinois 655 16 $ 100,000 White Male $ 2,250 Illinois 840 16 $ - White Female . Illinois 840 16 $ 24,000 White Female $ 769 Illinois 840 16 $ 48,320 White Female $ 929 Illinois 440 16 $ 51,458 White Male $ 990 Illinois 460 13 $ 60,000 White Male . Illinois 540 12 $ - White Female . Illinois 540 16 $ 9,600 White Male $ 1,538 Illinois 840 16 $ 20,000 White Female $ 923 Illinois 838 12 $ 24,000 White Female . Illinois 638 12 $ 30,000 White Female . Illinois 640 12 $ - White Male . Illinois 640 16 $ 40,000 AsianPI Male $ 711 Illinois 842 12 $ 9,600 White Male $ 577 Illinois 850 12 $ 47,000 White Male . Illinois 742 16 $ 30,000 White Female . Illinois 140 11 $ 15,000 White Female $ 240 Illinois 850 18 $ 103,000 White Male . Illinois 640 13 $ 31,000 Black Female . Illinois 740 12 $ 24,000 Black Female . Illinois 740 12 $ 27,000 Black Male . Illinois 740 16 $ 11,000 Black Female . Illinois 7

0 18 $ 28,000 White Female . Illinois 340 13 $ 15,000 Black Female . Illinois 340 12 $ - Black Female . Illinois 240 13 $ 25,000 Black Female . Illinois 255 12 $ - Black Female . Illinois 240 13 $ 40,000 Black Male $ 481 Illinois 840 13 $ 100,000 Black Female $ 673 Illinois 8

0 12 $ 17,000 Black Female . Illinois 740 11.5 $ 35,000 White Male . Illinois 735 13 $ 50,000 White Female . Illinois 145 13 $ 22,000 Black Male . Illinois 640 13 $ 36,400 Black Female . Illinois 645 16 $ 100,000 White Male . Illinois 340 16 $ - White Male . Illinois 550 16 $ 75,000 White Female . Illinois 540 13 $ 35,000 Black Female $ 702 Illinois 440 8 $ 13,000 White Male . Illinois 5

60 8 $ 11,000 White Male . Illinois 540 8 $ 5,200 White Male . Illinois 540 12 $ 11,167 Black Female . Illinois 340 11 $ 18,000 Black Female $ 450 Illinois 448 16 $ 72,000 White Female . Illinois 540 13 $ 12,500 White Male . Illinois 240 13 $ 20,000 White Male . Illinois 235 11.5 $ 55,000 White Male . Illinois 140 12 $ 25,000 Black Male . Illinois 535 12 $ 3,000 White Male . Illinois 540 8 $ 11,000 White Female . Illinois 540 13 $ 44,000 White Male . Illinois 540 13 $ 26,000 White Female . Illinois 540 16 $ 36,000 White Female . Illinois 538 13 $ 38,000 White Male . Illinois 535 11 $ 37,000 White Male . Illinois 640 8 $ 21,000 White Female . Illinois 640 8 $ 13,945 White Male . Illinois 640 8 $ 11,167 White Female . Illinois 640 16 $ 50,000 White Female . Illinois 540 12 $ 8,000 Black Female . Illinois 640 12 $ 50,000 White Male . Illinois 835 12 $ 15,000 Black Female $ 263 Illinois 840 12 $ 45,000 White Female . Illinois 135 12 $ 23,000 White Female . Illinois 137 16 $ 32,000 Black Female . Illinois 240 13 $ 24,000 Black Female . Illinois 240 16 $ 30,000 White Male $ 577 Illinois 440 16 $ 30,000 White Male $ 577 Illinois 440 16 $ 42,000 Black Female . Illinois 570 13 $ 50,000 White Male . Illinois 370 12 $ 28,998 White Male . Illinois 370 12 $ 16,000 White Male . Illinois 340 16 $ 30,000 Black Female . Illinois 340 12 $ 15,000 White Male . Illinois 340 12 $ 11,000 White Female . Illinois 340 12 $ 50,000 White Male . Illinois 340 12 $ 27,000 White Male . Illinois 440 12 $ 19,000 White Female . Illinois 440 12 $ 30,000 White Male . Illinois 140 13 $ 5,500 Black Male . Illinois 140 9 $ 15,600 White Male . Illinois 740 8 $ 15,000 White Male . Illinois 740 12 $ 36,000 Black Male . Illinois 237 12 $ 11,000 Black Female . Illinois 240 13 $ 20,000 Black Female $ 692 Illinois 450 16 $ 150,000 White Male . Illinois 740 13 $ 20,000 White Female $ 380 Illinois 850 12 $ 30,400 White Female . Illinois 340 12 $ 20,000 White Female . Illinois 340 18 $ 35,000 White Male $ 440 Illinois 840 13 $ 63,000 White Female $ 400 Illinois 870 13 $ 31,500 White Male $ 1,435 Illinois 840 12 $ 48,900 White Male . Illinois 7

40 12 $ 3,500 White Female . Illinois 740 13 $ 26,776 Black Male $ 250 Illinois 840 18 $ 35,000 Black Female $ 1,000 Illinois 840 13 $ 856 Black Male $ 250 Illinois 860 12 $ 9,500 White Female . Illinois 560 12 $ 45,000 White Male . Illinois 540 18 $ 90,578 White Male $ 960 Illinois 440 18 $ 77,500 White Female $ 576 Illinois 440 12 $ 20,000 White Male . Illinois 836 8 $ 11,000 White Female $ 126 Illinois 836 10 $ 15,360 White Male $ 252 Illinois 840 8 $ 18,000 White Male $ 350 Illinois 835 12 $ 15,000 Black Female $ 350 Illinois 840 12 $ 30,000 Black Female $ 577 Illinois 840 12 $ 45,000 White Male . Illinois 645 13 $ - White Male . Illinois 440 16 $ 32,000 White Female $ 615 Illinois 464 13 $ 53,000 White Male . Illinois 540 12 $ 25,000 White Male . Illinois 645 13 $ 26,000 White Female . Illinois 640 18 $ 75,000 Black Male . Illinois 638 12 $ 25,000 White Female . Illinois 740 12 $ 39,367 White Male . Illinois 350 16 $ 85,000 White Male . Illinois 340 16 $ 117,000 White Female . Illinois 364 13 $ 74,546 White Male . Illinois 340 13 $ 51,000 White Male . Illinois 348 12 $ 60,000 White Male . Illinois 340 12 $ 6,580 White Male . Illinois 340 13 $ 55,000 White Male . Illinois 340 18 $ 50,000 White Female . Illinois 340 16 $ 32,000 Black Female $ 650 Illinois 440 13 $ 20,600 Black Male $ 640 Illinois 440 16 $ 23,000 Black Male $ 820 Illinois 440 12 $ 25,000 White Male . Illinois 338 12 $ 25,300 White Female . Illinois 340 13 $ 35,000 Black Female . Illinois 340 12 $ 22,000 White Male . Illinois 337 16 $ 40,000 White Female . Illinois 350 16 $ 46,000 White Male . Illinois 650 12 $ 35,000 White Female . Illinois 648 12 $ 50,000 White Male . Illinois 648 12 $ - White Female . Illinois 640 12 $ 24,000 White Male . Illinois 740 12 $ 6,000 White Female . Illinois 740 16 $ 53,000 White Male . Illinois 540 16 $ 70,000 White Female . Illinois 550 18 $ 90,000 White Male . Illinois 340 14 $ 35,000 White Female $ 554 Illinois 840 14 $ 60,000 White Male $ 710 Illinois 840 12 $ 39,000 White Female . Illinois 360 12 $ 51,000 White Male . Illinois 340 13 $ 30,000 White Male . Illinois 140 12 $ 35,000 White Male . Illinois 1

41 16 $ 60,000 White Male . Illinois 540 12 $ 31,000 White Male . Illinois 680 16 $ 56,000 White Male $ 961 Illinois 440 13 $ 46,000 White Male $ 885 Illinois 8

0 18 $ 40,000 White Female $ 769 Illinois 40 16 $ 60,000 White Male $ 1,731 Illinois 4


40 16 $ 20,000 IndEsk Male . Illinois 340 16 $ 20,000 IndEsk Female . Illinois 350 18 $ 99,925 White Male . Illinois 350 16 $ 100,000 White Male . Illinois 740 12 $ 1,000 White Female . Illinois 740 16 $ 8,000 White Female . Illinois 740 13 $ 13,000 White Male . Illinois 640 12 $ 38,000 White Male . Illinois 640 13 $ 3,800 White Male . Illinois 635 13 $ 10,000 White Male . Illinois 645 16 $ 60,000 White Female . Illinois 650 16 $ 30,000 White Male . Illinois 340 18 $ 30,000 White Male . Illinois 340 16 $ 30,000 White Male . Illinois 340 16 $ 30,000 White Male . Illinois 350 16 $ 53,000 White Female . Illinois 138 12 $ 19,760 Black Female $ 380 Illinois 440 16 $ 24,960 Black Female $ 460 Illinois 450 13 $ 30,748 White Male . Illinois 640 12 $ 11,000 White Male . Illinois 760 16 $ 75,000 White Male . Illinois 756 14 $ 47,000 White Male $ 909 Illinois 440 18 $ 62,200 White Male . Illinois 240 13 $ 69,000 White Male $ 1,336 Illinois 840 13 $ 15,600 White Female $ 300 Illinois 470 16 $ 60,000 White Female $ 1,154 Illinois 840 12 $ 51,000 Black Female $ 412 Illinois 840 12 $ 480 Black Female $ 380 Illinois 860 11.5 $ 43,000 White Male . Illinois 840 11 $ 28,000 White Male $ 308 Illinois 860 18 $ 21,000 White Male . Illinois 255 13 $ 37,000 Black Male . Illinois 340 12 $ 50,000 Black Male . Illinois 340 12 $ 13,000 Black Female . Illinois 340 16 $ 35,000 White Male . Illinois 735 18 $ 75,000 White Male . Illinois 755 18 $ 41,800 White Female . Illinois 340 13 $ 45,000 White Male $ 865 Illinois 857 12 $ 25,000 White Female . Illinois 260 18 $ 92,000 Black Male . Illinois 270 18 $ 32,000 White Male . Illinois 240 12 $ 40,000 White Male . Illinois 140 16 $ 62,000 White Female $ 1,000 Illinois 475 18 $ 47,905 White Male $ 921 Illinois 440 18 $ 45,000 Black Male . Illinois 740 12 $ 16,000 Black Female $ 300 Illinois 8

40 12 $ 70,000 White Male $ 1,451 Illinois 838 13 $ 2,800 White Female $ 185 Illinois 440 10 $ 14,200 White Male . Illinois 540 13 $ 21,700 White Female $ 440 Illinois 4

0 12 $ - White Male . Illinois 440 13 $ 70,000 White Male . Illinois 150 18 $ 120,000 White Female $ 2,308 Illinois 840 13 $ 55,173 White Male $ 1,610 Illinois 850 16 $ 78,000 White Female . Illinois 240 12 $ 21,000 White Male . Illinois 540 12 $ 31,000 White Female . Illinois 550 18 $ 65,000 White Female . Illinois 540 16 $ 23,999 AsianPI Female . Illinois 540 11.5 $ 7,800 AsianPI Female . Illinois 540 12 $ 18,720 White Male . Illinois 540 12 $ 16,640 White Male . Illinois 540 12 $ 35,000 Black Female . Illinois 540 12 $ 13,000 Black Male . Illinois 540 18 $ 48,000 White Male . Illinois 544 13 $ 53,200 White Male . Illinois 240 12 $ 27,000 White Female . Illinois 255 16 $ 80,000 White Male . Illinois 240 16 $ 28,000 White Female . Illinois 275 16 $ 87,000 White Male . Illinois 260 16 $ 17,000 White Male $ 481 Illinois 440 12 $ 45,000 White Male . Illinois 540 13 $ 35,000 White Male . Illinois 540 13 $ 16,000 White Female . Illinois 570 14 $ 12,800 Black Male . Illinois 550 12 $ - White Male . Illinois 6

0 13 $ 7,435 White Female . Illinois 650 16 $ 47,500 Black Male . Illinois 640 12 $ 18,000 Black Female . Illinois 638 16 $ 32,545 White Male . Illinois 2

0 16 $ 38,000 White Male $ 650 Illinois 855 16 $ 140,000 White Female $ 2,692 Illinois 840 12 $ 12,000 White Male . Illinois 345 14 $ 42,486 White Male . Illinois 347 18 $ 48,514 White Female . Illinois 340 14 $ 34,060 White Female . Illinois 740 16 $ 62,000 White Male $ 1,038 Illinois 840 8 $ 43,000 White Male . Illinois 346 16 $ 30,000 White Male $ 500 Illinois 8

0 16 $ 25,000 White Female $ 427 Illinois 840 13 $ 32,895 Black Female $ 600 Illinois 840 12 $ 64,000 White Male $ 1,250 Illinois 852 12 $ 58,000 White Male . Illinois 740 18 $ 25,000 White Female . Illinois 738 18 $ 10,000 White Male . Illinois 740 18 $ 53,000 Black Female . Illinois 760 16 $ 50,000 Black Male $ 807 Illinois 440 13 $ 23,000 Black Female $ 400 Illinois 455 18 $ 110,000 White Male . Illinois 140 11.5 $ 20,000 White Female . Illinois 1

40 12 $ 22,000 White Male . Illinois 140 10 $ 15,000 White Male . Illinois 145 16 $ 90,406 White Male . Illinois 140 16 $ 25,000 White Female . Illinois 140 12 $ 20,000 Black Female . Illinois 740 8 $ 13,000 White Male . Illinois 740 13 $ 48,000 White Male $ 923 Illinois 840 13 $ 17,000 White Female . Illinois 138 13 $ 12,000 White Male . Illinois 140 12 $ 55,000 White Male . Illinois 140 16 $ 8,700 White Female . Illinois 145 13 $ 17,888 White Male . Illinois 640 16 $ 92,083 White Female . Illinois 655 13 $ 28,998 White Male . Illinois 650 18 $ 110,000 White Female . Illinois 650 18 $ 48,000 White Male . Illinois 645 13 $ 13,000 White Female . Illinois 638 16 $ 35,000 White Female . Illinois 660 18 $ 65,000 White Male . Illinois 6

0 11 $ 11,000 White Female . Illinois 740 12 $ 25,000 White Female . Illinois 740 12 $ 25,000 White Female . Illinois 740 13 $ 6,000 White Male . Illinois 7

0 18 $ 48,000 White Female $ 1,062 Illinois 440 12 $ 38,000 White Male . Illinois 740 8 $ 10,400 White Female . Illinois 740 12 $ 492,657 White Male . Illinois 750 14 $ 44,000 White Male $ 759 Illinois 452 16 $ 33,000 White Female $ 481 Illinois 440 13 $ 33,500 Black Female $ 577 Illinois 440 16 $ 48,000 Black Male $ 923 Illinois 450 14 $ 25,000 Black Female $ 285 Illinois 440 8 $ 13,000 White Female . Illinois 340 12 $ 33,000 White Male . Illinois 360 16 $ 50,000 Black Male $ 2,884 Illinois 445 13 $ 45,000 Black Female $ 950 Illinois 440 16 $ 68,000 White Male . Illinois 550 16 $ 33,000 Black Female . Illinois 750 16 $ 52,500 Black Female . Illinois 745 12 $ 16,000 White Male . Illinois 540 13 $ 21,000 White Female . Illinois 540 14 $ 67,000 White Male . Illinois 740 16 $ 50,000 White Male $ 950 Illinois 440 13 $ 24,000 White Male $ 500 Illinois 840 8 $ 10,000 White Male . Illinois 340 11.5 $ 9,000 White Male . Illinois 340 13 $ 24,000 White Female . Illinois 350 18 $ 306,731 White Male $ 2,885 Illinois 840 18 $ 70,000 White Male . Illinois 240 11.5 $ 20,000 White Male $ 600 Illinois 440 12 $ 36,000 White Female $ 450 Illinois 440 12 $ 36,200 White Male $ 608 Illinois 440 18 $ 28,000 White Female $ 576 Illinois 445 12 $ 33,600 White Female $ 757 Illinois 4

56 13 $ 27,000 White Female . Illinois 30 8 $ - White Male . Illinois 3

40 8 $ 6,510 White Male . Illinois 345 12 $ 36,000 White Male . Illinois 240 13 $ 32,000 Black Female $ 577 Illinois 840 13 $ 28,000 White Female $ 558 Illinois 840 13 $ 32,000 White Male $ 615 Illinois 840 8 $ 46,000 White Male . Illinois 340 8 $ 19,000 White Female . Illinois 340 14 $ 30,000 White Female . Illinois 340 12 $ 44,000 White Male $ 846 Illinois 840 12 $ 32,000 White Female $ 510 Illinois 840 12 $ 6,000 White Male . Illinois 450 12 $ 80,000 White Male $ 1,538 Illinois 840 16 $ 40,000 White Male $ 731 Illinois 440 18 $ 100,000 White Male . Illinois 240 16 $ - White Female . Illinois 270 16 $ - AsianPI Male . Illinois 835 13 $ 5,100 AsianPI Female $ 692 Illinois 850 13 $ 13,000 White Female $ 769 Illinois 849 13 $ 23,900 White Female . Illinois 147 13 $ 55,500 White Male . Illinois 140 13 $ 8,000 White Male . Illinois 140 12 $ 37,000 White Female . Illinois 140 13 $ 18,000 White Male . Illinois 140 12 $ 2,060 White Female . Illinois 140 12 $ 50,000 White Male . Illinois 170 16 $ 75,000 AsianPI Male . Illinois 140 12 $ 27,200 White Male . Illinois 240 12 $ 40,000 White Female . Illinois 240 13 $ 9,520 White Male . Illinois 140 13 $ 24,960 White Male . Illinois 140 11 $ 18,720 White Male . Illinois 140 12 $ 45,000 White Male . Illinois 855 16 $ 53,000 White Male . Illinois 865 14 $ 41,000 White Male . Illinois 136 16 $ 22,500 White Female . Illinois 140 10 $ 31,200 White Female . Illinois 840 9 $ 12,480 White Male . Illinois 840 12 $ 15,000 White Male . Illinois 880 16 $ 63,000 White Male . Illinois 140 16 $ 20,000 White Female $ 385 Illinois 440 16 $ 29,000 White Female $ 558 Illinois 440 11 $ 20,000 Black Male . Illinois 240 11.5 $ 13,520 Black Male $ 250 Illinois 450 13 $ - White Female . Illinois 350 13 $ - White Female . Illinois 337 16 $ 58,000 White Male $ 1,019 Illinois 445 11 $ 30,000 White Male . Illinois 140 13 $ 17,000 White Female . Illinois 140 18 $ 40,000 White Male . Illinois 140 16 $ 44,307 White Male . Illinois 140 11 $ 60,600 White Male . Illinois 150 16 $ 55,000 White Male . Illinois 1

40 18 $ 40,000 White Male . Illinois 140 12 $ 30,000 White Male $ 740 Illinois 450 13 $ 27,000 White Female $ 710 Illinois 440 12 $ 20,000 White Male $ 350 Illinois 440 12 $ 28,000 White Female $ 538 Illinois 440 16 $ 412 White Female . Illinois 740 8 $ 18,000 White Female . Illinois 740 8 $ 29,000 White Male . Illinois 750 13 $ 34,500 White Male . Illinois 740 12 $ 24,884 Black Male . Illinois 635 16 $ 5,300 Black Female . Illinois 640 12 $ 8,700 White Female . Illinois 340 12 $ 12,083 White Male . Illinois 345 12 $ 74,000 White Female . Illinois 360 16 $ 31,500 White Female . Illinois 350 12 $ 28,000 White Male . Illinois 340 12 $ 30,000 White Female . Illinois 3


0 12 $ 24,000 White Male . Illinois 340 12 $ 24,000 Black Male $ 462 Illinois 440 12 $ - White Female . Illinois 540 12 $ 33,000 White Male . Illinois 545 8 $ 12,000 White Male . Illinois 540 8 $ 10,000 White Female . Illinois 540 13 $ 21,000 White Male . Illinois 540 13 $ 51,000 Black Female . Illinois 160 13 $ 91,000 White Female $ 1,750 Illinois 440 16 $ 80,000 White Female $ 1,154 Illinois 440 12 $ 60,000 White Male . Illinois 140 12 $ 27,000 White Female . Illinois 140 12 $ 45,000 White Male . Illinois 137 12 $ 16,560 White Female . Illinois 140 12 $ 6,000 White Female . Illinois 140 12 $ 37,000 White Male . Illinois 140 12 $ 91,000 White Male . Illinois 140 12 $ 23,000 White Female . Illinois 140 12 $ 35,000 White Male . Illinois 140 12 $ 5,300 Black Male . Illinois 140 12 $ 11,000 White Male $ 564 Illinois 840 12 $ 15,000 White Female $ 400 Illinois 885 13 $ 60,000 White Male $ 1,154 Illinois 840 13 $ 20,000 AsianPI Male . Illinois 540 16 $ 65,000 AsianPI Female . Illinois 540 16 $ 31,200 AsianPI Male . Illinois 550 16 $ - AsianPI Male . Illinois 540 18 $ 306,731 White Male . Illinois 740 12 $ 44,000 White Male . Illinois 738 16 $ 35,000 White Male $ 769 Illinois 843 11 $ 20,000 Black Female . Illinois 544 11 $ 14,000 Black Female . Illinois 540 16 $ 137,000 AsianPI Male . Illinois 550 16 $ 306,731 White Male $ 2,885 Illinois 450 8 $ - White Male . Illinois 8

40 8 $ - White Female . Illinois 840 18 $ 16,000 AsianPI Male . Illinois 540 18 $ 55,000 White Male . Illinois 540 12 $ 20,000 White Female . Illinois 540 16 $ 50,000 White Male . Illinois 565 12 $ 25,000 White Female . Illinois 536 13 $ 21,800 White Female . Illinois 540 18 $ 40,000 Black Female . Illinois 650 16 $ 90,000 Black Male . Illinois 642 16 $ 52,000 White Female . Illinois 645 16 $ 60,000 White Male . Illinois 650 12 $ 65,000 White Male . Illinois 645 16 $ 28,000 White Female . Illinois 640 16 $ 25,000 White Female . Illinois 640 13 $ 32,000 White Male . Illinois 538 16 $ 12,000 White Female . Illinois 550 18 $ 85,000 White Female . Illinois 650 13 $ 58,000 White Male . Illinois 640 13 $ 27,000 White Male . Illinois 540 14 $ 40,000 White Female . Illinois 540 18 $ 90,000 White Male $ 1,923 Illinois 840 13 $ 55,000 White Female $ 1,500 Illinois 870 12 $ 28,000 Black Male . Illinois 740 16 $ 51,600 White Male . Illinois 142 16 $ 24,400 White Male . Illinois 150 18 $ 306,731 White Male . Illinois 440 12 $ 20,000 White Male . Illinois 340 12 $ 15,000 White Male . Illinois 440 12 $ 15,000 White Female . Illinois 440 12 $ 35,000 White Male . Illinois 340 12 $ - White Female . Illinois 350 14 $ 57,000 White Male . Illinois 453 16 $ 62,000 White Female . Illinois 440 12 $ 55,000 White Male . Illinois 740 12 $ 45,000 White Female . Illinois 750 16 $ 55,000 White Male $ 1,576 Illinois 870 18 $ 95,000 White Male . Illinois 136 16 $ 50,000 White Female . Illinois 140 12 $ 27,001 White Male . Illinois 740 12 $ 10,000 White Female . Illinois 740 12 $ 125,000 White Male . Illinois 250 18 $ 1,500 White Female . Illinois 250 16 $ 35,000 White Male . Illinois 250 18 $ 75,000 White Male . Illinois 240 14 $ 28,000 White Female . Illinois 2

0 13 $ 15,600 Black Female . Illinois 640 13 $ 22,000 White Female . Illinois 6

0 12 $ 28,000 White Male . Illinois 540 12 $ 50,000 White Male . Illinois 648 18 $ 120,000 White Male . Illinois 235 16 $ 38,000 Black Female . Illinois 245 16 $ 35,000 White Female . Illinois 740 13 $ 25,000 Black Male . Indiana 540 13 $ 49,000 Black Female . Indiana 5

0 12 $ - White Male . Indiana 640 18 $ 63,000 White Male . Indiana 140 12 $ 14,000 White Male . Illinois 7

0 16 $ 306,731 White Male . Illinois 240 13 $ 8,320 White Male . Illinois 740 12 $ 22,000 White Female . Illinois 750 16 $ 42,000 White Male . Illinois 440 16 $ - White Female . Illinois 544 12 $ 100,000 White Male . Illinois 848 8 $ 12,000 White Male $ 518 Illinois 448 8 $ 18,000 White Male $ 312 Illinois 448 8 $ 4,500 White Male $ 518 Illinois 440 11.5 $ - White Male $ 220 Illinois 440 12 $ 40,000 White Male . Illinois 840 12 $ 18,000 White Female . Illinois 840 12 $ - White Female . Illinois 8


40 14 $ 22,000 White Female . Illinois 240 12 $ 29,000 White Female . Illinois 250 13 $ 45,000 White Male . Illinois 840 14 $ 20,000 White Female . Illinois 840 14 $ 75,237 White Female $ 1,283 Illinois 840 10 $ 40,000 White Male $ 769 Illinois 840 13 $ 30,000 White Male $ 577 Illinois 850 13 $ 49,000 White Male $ 981 Illinois 840 16 $ 70,000 White Male $ 1,007 Illinois 840 16 $ - White Male . Illinois 7

0 11 $ 23,400 White Female $ 340 Illinois 840 12 $ 23,400 White Female $ 325 Illinois 840 18 $ 38,000 White Male $ 1,153 Illinois 853 12 $ 38,684 White Female . Illinois 140 13 $ 28,000 White Female $ 1,160 Illinois 845 18 $ 47,000 White Male . Illinois 340 18 $ 28,800 White Female . Illinois 348 16 $ 45,000 White Male . Illinois 340 18 $ 47,000 White Male $ 904 Illinois 440 16 $ 21,000 White Female $ 220 Illinois 440 12 $ 18,000 White Female $ 219 Illinois 840 13 $ 22,000 White Female $ 400 Illinois 840 16 $ 74,000 White Male . Illinois 550 18 $ 25,000 Black Female . Illinois 650 16 $ 85,000 Black Male . Illinois 640 8 $ 17,000 White Female $ 332 Illinois 840 8 $ 15,600 White Male $ 200 Illinois 840 13 $ 36,000 Black Male . Illinois 736 13 $ 32,000 Black Female . Illinois 740 18 $ 80,000 AsianPI Male . Illinois 255 16 $ 56,000 White Male $ 1,077 Illinois 840 12 $ 76,000 White Male $ 920 Illinois 850 16 $ 26,000 White Male . Illinois 640 8 $ 13,000 White Male . Illinois 640 13 $ 23,800 Black Female . Illinois 640 11 $ 10,000 Black Male . Illinois 6

40 13 $ 2,300 Black Female . Illinois 650 12 $ 45,000 White Male . Illinois 740 16 $ - White Male . Illinois 740 12 $ 42,000 White Male . Illinois 640 12 $ 25,000 White Female . Illinois 640 12 $ 30,000 White Male . Illinois 740 12 $ 14,000 White Female . Illinois 739 8 $ 25,000 White Male $ 293 Illinois 439 10 $ 13,080 White Female $ 234 Illinois 440 12 $ 40,000 White Male $ 769 Illinois 850 13 $ - White Female . Illinois 645 11 $ - White Male . Illinois 540 13 $ 13,000 White Male . Illinois 240 13 $ 41,374 White Male . Illinois 336 13 $ 13,000 White Female . Illinois 340 12 $ 14,000 White Male . Illinois 340 12 $ 16,000 White Female . Illinois 340 12 $ 19,000 White Male . Illinois 340 12 $ 18,000 White Female . Illinois 363 18 $ 58,700 White Male $ 554 Illinois 840 16 $ 26,800 White Female $ 287 Illinois 865 12 $ 18,000 White Male . Illinois 540 16 $ 51,130 White Female . Illinois 540 12 $ 34,000 White Male . Illinois 540 13 $ 20,600 White Male . Illinois 640 12 $ 9,600 White Female . Illinois 150 18 $ 37,000 White Male . Illinois 745 13 $ 24,000 White Female . Illinois 745 13 $ 55,000 White Male . Illinois 735 13 $ 18,000 White Female . Illinois 739 12 $ 3,000 White Female $ 303 Illinois 440 13 $ 31,000 White Female $ 508 Illinois 460 18 $ 88,000 White Male $ 769 Illinois 8

0 16 $ 16,765 White Female . Illinois 140 12 $ 25,000 White Female . Illinois 140 11 $ 30,000 White Male . Illinois 140 12 $ 30,000 White Male $ 476 Illinois 837 13 $ 40,000 White Female . Illinois 235 10 $ 20,000 White Male $ 263 Illinois 840 13 $ 42,000 White Male . Illinois 340 14 $ 22,000 White Female . Illinois 340 8 $ 30,000 White Male . Illinois 140 12 $ 30,000 White Male . Illinois 260 14 $ 45,000 White Male . Illinois 540 14 $ 9,000 White Male . Illinois 540 13 $ 11,000 White Female $ 400 Illinois 845 13 $ 33,000 White Female $ 600 Illinois 860 16 $ 33,000 White Male $ 1,057 Illinois 840 13 $ 13,500 White Male $ 515 Illinois 8

0 13 $ 44,800 White Male $ 885 Illinois 80 16 $ 34,000 White Male . Illinois 1

50 16 $ 55,000 White Male . Illinois 140 12 $ 10,000 White Female . Illinois 145 14 $ 23,000 White Male . Illinois 5

40 12 $ 12,000 White Female . Illinois 545 12 $ 18,000 White Female . Illinois 540 16 $ 89,000 White Male . Illinois 140 13 $ 52,000 White Male $ 831 Illinois 840 13 $ 24,000 White Female $ 462 Illinois 845 12 $ 36,000 White Male . Illinois 140 16 $ 7,491 White Female . Illinois 1

0 16 $ 65,000 White Male . Illinois 140 18 $ 59,000 White Female . Illinois 155 16 $ 59,925 White Male . Illinois 135 13 $ 12,000 White Female . Illinois 1

0 13 $ 45,562 White Male . Illinois 150 18 $ 47,500 White Male . Illinois 750 16 $ 32,000 White Female . Illinois 740 12 $ - White Male . Illinois 7

0 14 $ - White Male . Illinois 740 16 $ 26,000 White Male . Illinois 740 13 $ 52,322 White Female . Illinois 340 16 $ - White Male . Illinois 640 16 $ - White Female . Illinois 642 8 $ 16,000 White Female . Illinois 540 12 $ 25,000 White Male $ 640 Illinois 440 12 $ 20,000 White Female $ 340 Illinois 440 13 $ 7,000 White Female . Illinois 340 18 $ 34,500 White Male . Illinois 640 18 $ 37,000 White Female . Illinois 640 16 $ 32,305 White Male . Illinois 548 16 $ 48,000 White Male . Illinois 340 13 $ 11,000 White Female . Illinois 360 12 $ 32,500 White Male $ 600 Illinois 850 12 $ 28,000 White Female $ 538 Illinois 840 12 $ 15,000 White Male . Illinois 240 12 $ 25,500 White Male . Illinois 240 12 $ 23,284 White Female . Illinois 640 18 $ 49,000 White Male . Illinois 640 12 $ 18,000 White Female . Illinois 740 16 $ 8,000 White Female . Illinois 747 12 $ 32,000 White Male . Illinois 540 16 $ 32,000 White Female . Illinois 555 13 $ 38,800 White Male . Illinois 542 12 $ 24,400 White Male . Illinois 640 14 $ 30,000 White Female . Illinois 644 16 $ 82,000 White Male . Illinois 640 8 $ 12,500 White Male . Illinois 645 14 $ 50,700 White Male . Illinois 640 12 $ 26,000 White Male $ 260 Illinois 440 12 $ 21,000 White Female $ 400 Illinois 440 13 $ 1,950 White Female $ 594 Illinois 440 12 $ 57,000 White Male $ 1,112 Illinois 838 13 $ 12,300 White Female $ 263 Illinois 840 11 $ 33,235 Black Male . Illinois 740 12 $ 34,000 White Male . Illinois 180 12 $ 23,000 White Male . Illinois 280 12 $ 35,000 White Female . Illinois 2

40 14 $ 13,747 White Female . Illinois 140 14 $ 50,000 IndEsk Male $ 725 Illinois 840 13 $ 6,470 White Female $ 306 Illinois 840 12 $ 41,602 White Male $ 800 Illinois 440 13 $ 24,889 White Female $ 48 Illinois 460 13 $ 18,000 White Female . Illinois 245 12 $ 17,000 White Female . Illinois 240 13 $ 7,000 White Female . Illinois 248 12 $ 50,000 White Male $ 650 Illinois 842 13 $ 33,075 White Male . Illinois 140 14 $ 43,700 White Female . Illinois 140 13 $ 25,000 White Female $ 1,160 Illinois 842 13 $ 17,000 White Male . Illinois 250 16 $ 36,000 White Male . Illinois 145 13 $ 15,000 White Female . Illinois 540 16 $ 14,000 White Female . Illinois 335 11 $ 4,048 White Female . Illinois 240 13 $ 26,400 White Male . Illinois 140 14 $ - White Female . Illinois 140 14 $ 14,160 White Female . Illinois 140 13 $ 25,000 White Female . Illinois 744 13 $ 35,017 White Female $ 782 Illinois 440 12 $ 24,000 White Male . Illinois 140 16 $ 17,571 White Female . Illinois 740 13 $ 50,000 White Male $ 720 Illinois 435 12 $ 9,600 White Female $ 194 Illinois 440 12 $ 26,000 White Male . Illinois 645 13 $ 25,000 White Female . Illinois 670 12 $ 35,000 White Male $ 920 Illinois 480 12 $ 34,000 White Male . Illinois 755 12 $ 6,000 White Male $ 553 Illinois 837 13 $ 31,000 White Female $ 508 Illinois 856 13 $ 75,000 White Male . Illinois 536 12 $ 7,500 White Female . Illinois 540 12 $ 14,500 White Male . Illinois 240 13 $ 22,000 White Female . Illinois 240 13 $ 12,500 White Female . Illinois 250 13 $ 30,000 White Male . Illinois 246 12 $ 18,300 White Female . Illinois 240 13 $ 33,600 White Male . Illinois 440 12 $ 34,000 White Male . Illinois 159 16 $ 89,925 White Male . Illinois 150 12 $ - White Male . Illinois 840 16 $ 25,000 White Female . Illinois 675 12 $ 9,000 White Female . Illinois 140 10 $ 38,000 White Male . Illinois 150 13 $ 55,000 White Male . Illinois 140 13 $ 16,000 White Female . Illinois 150 12 $ 48,000 White Male . Illinois 545 14 $ - White Male . Illinois 757 13 $ 22,000 White Female . Illinois 790 18 $ 75,000 White Male . Illinois 845 16 $ 110,000 White Male $ 1,134 Illinois 845 12 $ 52,000 White Female $ 1,019 Illinois 8

40 13 $ 76,000 White Male $ 1,250 Illinois 840 16 $ 35,000 White Female . Illinois 5

0 12 $ 21,000 White Male . Illinois 540 10 $ 6,600 White Male . Illinois 345 14 $ 19,600 White Female . Illinois 6

0 11 $ 38,000 White Male . Illinois 640 12 $ 12,000 White Female . Illinois 642 12 $ 38,000 White Male . Illinois 740 13 $ 25,000 White Male . Illinois 240 16 $ 58,000 White Female . Illinois 240 13 $ 32,000 White Male $ 620 Illinois 840 13 $ 15,700 White Male . Illinois 2

0 16 $ 366,656 White Male . Illinois 740 14 $ 800 White Male . Illinois 835 12 $ 15,000 White Female $ 273 Illinois 840 12 $ - White Male . Illinois 640 12 $ 22,000 White Female . Illinois 640 12 $ 21,000 White Male $ 459 Illinois 445 16 $ 47,490 White Male . Illinois 738 12 $ 23,500 White Male . Illinois 140 16 $ 40,000 White Female . Illinois 150 11 $ 30,800 White Female $ 577 Illinois 440 12 $ 33,780 White Male $ 926 Michigan 440 13 $ 23,000 White Female $ 316 Illinois 440 12 $ 42,000 White Male . Illinois 340 13 $ 8,700 White Female . Illinois 340 12 $ 21,000 White Female . Illinois 355 16 $ 24,000 White Male . Illinois 357 12 $ - White Male . Illinois 258 13 $ 2,343 White Female . Illinois 245 13 $ 29,000 White Female . Illinois 642 13 $ 17,000 White Female . Illinois 640 16 $ 4,000 White Male $ 200 Illinois 440 13 $ 10,400 White Female $ 200 Illinois 440 12 $ 23,000 White Female $ 442 Michigan 840 12 $ 11,000 White Female $ 100 Michigan 840 12 $ 23,000 White Male $ 506 Michigan 460 16 $ 17,500 White Male $ 769 Michigan 460 18 $ 135,000 White Male $ 2,019 Illinois 465 16 $ 48,000 White Male . Illinois 240 13 $ 29,000 White Female . Illinois 545 16 $ 50,000 White Male . Illinois 340 11 $ 9,500 White Male . Michigan 340 12 $ 30,000 Black Male . Michigan 140 12 $ 30,000 Black Female . Michigan 140 12 $ 8,000 Black Female . Michigan 150 16 $ 70,000 White Male . Michigan 240 12 $ - White Male . Michigan 640 12 $ 51,338 White Male . Michigan 740 12 $ 21,000 White Male . Michigan 755 13 $ 18,500 Black Male . Michigan 740 13 $ 12,000 White Female . Michigan 375 16 $ 48,000 White Male $ 2,885 Michigan 450 16 $ 28,500 White Female . Michigan 1

0 13 $ 20,000 White Male . Michigan 540 16 $ 3,000 White Female $ 400 Michigan 440 12 $ 13,000 White Female . Michigan 340 12 $ - White Female . Michigan 340 12 $ 8,000 White Female . Michigan 340 12 $ 13,000 White Female . Michigan 340 12 $ 72,000 White Male . Michigan 340 13 $ 12,000 White Female . Michigan 740 14 $ 23,000 White Female . Michigan 240 16 $ 57,782 White Female $ 450 Michigan 440 13 $ 11,000 White Female . Michigan 340 16 $ 59,280 White Male . Michigan 645 16 $ 101,740 White Male . Michigan 250 16 $ 106,280 White Female . Michigan 240 18 $ 48,500 White Female . Michigan 139 18 $ 6,500 White Male . Michigan 140 12 $ 49,000 White Male . Michigan 143 16 $ 66,300 White Male . Michigan 250 12 $ 30,000 White Male . Michigan 140 13 $ 22,000 White Male . Michigan 140 12 $ 35,000 White Female . Michigan 140 12 $ 21,400 White Male $ 400 Michigan 840 13 $ 19,698 White Female . Michigan 140 12 $ 54,000 White Male . Michigan 540 13 $ 25,000 White Male . Michigan 740 12 $ 9,000 White Female . Michigan 345 18 $ 115,000 AsianPI Male . Michigan 740 12 $ 23,596 White Male . Michigan 140 12 $ 13,082 White Female . Michigan 150 12 $ - White Male . Michigan 142 12 $ 75,000 White Male . Michigan 740 13 $ 27,000 White Female . Michigan 640 13 $ 109,925 White Male . Michigan 660 12 $ 61,000 White Male $ 1,629 Michigan 452 13 $ 13,000 White Female $ 469 Michigan 435 13 $ 19,294 White Male . Michigan 750 13 $ 31,009 White Female . Michigan 140 12 $ 11,000 White Female . Michigan 640 12 $ 48,000 White Male . Michigan 270 13 $ 108,600 White Male . Michigan 240 16 $ 90,000 White Male . Michigan 240 16 $ 75,000 White Female . Michigan 240 8 $ 58,000 White Female . Michigan 252 13 $ 15,882 White Female . Michigan 240 8 $ 24,300 White Male . Michigan 540 11.5 $ 28,000 White Female . Michigan 538 14 $ 38,480 White Female $ 1,127 Michigan 845 13 $ 53,000 White Male $ 1,019 Michigan 845 16 $ 13,000 White Female $ 577 Michigan 840 16 $ 37,000 White Male . Michigan 350 13 $ 89,925 White Male $ 1,154 Michigan 840 16 $ 46,000 White Female $ 885 Michigan 860 13 $ 40,000 White Male . Michigan 140 13 $ 85,000 White Male . Michigan 6

50 18 $ - White Male . Michigan 250 18 $ 108,000 White Male $ 2,077 Michigan 8

0 16 $ 91,000 White Male . Michigan 80 12 $ 4,000 Black Female . Michigan 6

40 13 $ 19,000 White Male $ 230 Michigan 40 13 $ 59,925 White Male . Michigan 3

50 18 $ 306,731 White Male . Michigan 240 12 $ 48,000 White Male . Michigan 640 12 $ 37,300 White Male . Michigan 665 13 $ 15,000 White Female . Michigan 160 16 $ - White Male . Michigan 140 12 $ 18,720 Black Male . Michigan 640 12 $ 25,000 White Male . Michigan 635 12 $ 20,400 White Male . Michigan 550 12 $ 37,000 IndEsk Male . Michigan 740 11 $ 23,000 White Female . Michigan 750 16 $ 22,000 White Male $ 725 Michigan 440 14 $ 30,000 White Male . Michigan 140 12 $ 41,000 Black Male . Michigan 640 12 $ - Black Female . Michigan 640 12 $ 35,000 White Female $ 370 Michigan 840 12 $ 30,000 White Male $ 577 Michigan 840 16 $ 50,000 White Male $ 962 Michigan 840 18 $ 42,900 White Female . Michigan 340 13 $ 22,500 White Female . Michigan 140 18 $ 67,000 White Male . Michigan 145 12 $ 36,800 White Male . Michigan 140 12 $ 48,000 White Male . Michigan 640 13 $ 32,000 White Male . Michigan 736 16 $ 3,400 White Female . Michigan 735 12 $ 10,000 White Female . Michigan 765 12 $ 16,748 White Male $ 400 Michigan 860 13 $ 60,000 White Male . Michigan 340 13 $ 32,286 White Male . Michigan 640 16 $ 38,587 White Female . Michigan 640 14 $ 20,000 White Female . Michigan 340 14 $ 20,000 White Male . Michigan 340 12 $ 32,000 White Female . Michigan 240 12 $ 49,000 White Male . Michigan 240 13 $ 39,000 White Male . Michigan 540 13 $ 52,000 White Male . Michigan 540 12 $ 8,000 White Female . Michigan 540 13 $ 32,000 White Male . Michigan 340 13 $ 22,000 White Male . Michigan 640 13 $ 22,000 White Female . Michigan 650 12 $ 19,733 White Male . Michigan 240 16 $ 40,000 White Female . Michigan 240 12 $ 10,000 Black Female . Michigan 262 18 $ 59,925 White Male . Michigan 140 13 $ - White Male . Michigan 160 14 $ 40,000 White Male . Michigan 340 13 $ - White Female . Michigan 340 13 $ 99,000 White Male . Michigan 540 16 $ 40,000 White Female . Michigan 5

48 12 $ 60,000 White Male . Michigan 550 18 $ 18,000 White Female $ 346 Michigan 865 12 $ 49,000 White Male . Michigan 750 12 $ - White Female . Michigan 740 16 $ 29,000 White Female . Michigan 750 16 $ 45,900 White Male . Michigan 345 16 $ 70,000 White Male . Michigan 340 12 $ 40,000 White Male . Michigan 550 18 $ 45,000 White Male $ 673 Michigan 8

0 12 $ 28,998 White Male . Michigan 740 12 $ 13,000 White Male . Michigan 540 16 $ 70,000 White Male . Michigan 740 12 $ 15,000 White Male $ 466 Michigan 840 13 $ 36,000 White Male $ 692 Michigan 840 13 $ 15,000 White Male . Michigan 260 18 $ 306,731 White Male . Michigan 250 18 $ 103,500 White Female . Michigan 2

0 13 $ 50,000 White Male . Michigan 248 13 $ 45,000 White Female . Michigan 2

0 12 $ 32,000 White Male . Michigan 840 12 $ 20,000 White Female . Michigan 840 13 $ 40,000 White Female . Michigan 340 13 $ 35,000 White Male . Michigan 340 12 $ 23,000 White Female . Michigan 345 16 $ 48,000 White Male . Michigan 640 13 $ 8,000 White Female . Michigan 740 12 $ 25,000 White Male . Michigan 745 13 $ 29,000 White Female $ 673 Michigan 850 18 $ 55,000 White Female . Michigan 340 12 $ 11,600 White Female $ 456 Michigan 482 13 $ 62,000 White Male $ 962 Michigan 435 13 $ 20,000 White Female $ 350 Michigan 445 13 $ 8,840 White Female . Michigan 146 13 $ 5,029 White Female . Michigan 140 12 $ 24,000 Black Female . Michigan 141 16 $ 48,000 Black Male . Michigan 145 18 $ 35,000 White Female . Michigan 2

0 16 $ 52,000 Black Female $ 565 Michigan 40 16 $ 41,000 White Female . Michigan 6

45 13 $ 45,500 White Female . Michigan 650 12 $ 50,000 White Male $ 962 Michigan 840 13 $ 41,000 White Female . Michigan 660 12 $ 39,000 White Male . Michigan 636 13 $ 11,000 White Male . Michigan 145 16 $ 69,000 White Female . Michigan 240 18 $ 65,000 White Female . Michigan 770 16 $ 64,000 White Male . Michigan 740 13 $ - White Male . Michigan 870 12 $ 18,000 White Male . Michigan 799 12 $ - White Female . Michigan 738 16 $ 58,000 White Female . Michigan 745 13 $ 45,000 White Male . Michigan 770 12 $ 53,287 White Male . Michigan 740 13 $ 41,200 White Female . Michigan 7

40 13 $ 59,925 White Male . Michigan 780 12 $ 16,000 Black Female . Michigan 240 13 $ 60,000 White Male $ 960 Michigan 435 12 $ 8,000 White Female $ 264 Michigan 460 16 $ - White Male . Michigan 840 13 $ 30,000 White Male $ 619 Michigan 840 12 $ 22,000 White Female $ 424 Michigan 8

0 13 $ 45,240 White Male $ 961 Michigan 40 12 $ 28,901 IndEsk Female $ 396 Michigan 4

45 12 $ 10,000 White Female $ 300 Michigan 440 12 $ 17,000 White Male . Michigan 145 12 $ 42,000 White Male . Michigan 240 12 $ 20,000 White Female . Michigan 2

0 13 $ 40,000 White Male . Michigan 165 13 $ 30,000 White Male . Michigan 770 16 $ 28,000 White Male . Michigan 740 13 $ 21,000 White Female $ 425 Michigan 840 13 $ 45,000 White Male . Michigan 840 11 $ 6,000 White Male . Michigan 340 11.5 $ 21,000 White Male . Michigan 345 13 $ 52,000 Black Male . Michigan 340 12 $ 23,900 White Female . Michigan 3

0 13 $ 29,000 White Female . Michigan 645 13 $ 43,600 White Male . Michigan 636 13 $ 23,000 White Male . Michigan 643 13 $ 24,500 White Female . Michigan 645 12 $ 46,000 White Male . Michigan 740 12 $ - White Male . Michigan 248 12 $ 42,000 White Male $ 1,333 Michigan 850 10 $ 31,000 White Male $ 550 Michigan 840 13 $ 35,000 Black Female . Michigan 265 13 $ 20,000 Black Male . Michigan 240 18 $ 56,000 White Female . Michigan 160 12 $ 24,000 White Female . Michigan 240 13 $ 28,750 White Male . Michigan 240 13 $ 45,000 White Male . Michigan 265 13 $ 85,000 White Female . Michigan 240 12 $ 20,800 White Male . Michigan 173 13 $ 34,000 White Male . Michigan 2

0 16 $ 35,000 White Female . Michigan 260 16 $ 42,000 White Female . Michigan 540 12 $ 27,500 White Male . Michigan 555 13 $ 402,204 White Female . Michigan 540 12 $ 4,900 White Female . Michigan 5

0 13 $ - White Female . Michigan 760 12 $ - White Male . Michigan 340 14 $ 30,000 White Female . Michigan 744 12 $ 8,000 White Male . Michigan 745 16 $ 60,000 White Male . Michigan 340 14 $ 28,000 White Female . Michigan 740 16 $ 32,000 White Male . Michigan 740 16 $ 40,000 White Female . Michigan 740 12 $ 18,600 White Male . Michigan 740 13 $ 24,800 White Female . Michigan 7

40 16 $ 41,000 White Male . Michigan 335 16 $ 21,000 White Female . Michigan 340 18 $ 15,000 White Female $ 288 Michigan 445 12 $ 25,000 White Male $ 460 Michigan 440 13 $ 75,000 White Male . Michigan 337 12 $ 25,000 White Female . Michigan 360 12 $ 54,900 White Male . Michigan 643 12 $ 25,000 White Male . Michigan 140 16 $ 20,000 White Female . Michigan 150 18 $ 314,731 White Male . Michigan 340 13 $ 20,000 White Female $ 110 Michigan 440 12 $ 24,000 Black Male . Michigan 540 16 $ 29,000 White Female . Michigan 640 12 $ 20,000 White Female . Michigan 1

0 12 $ 25,000 White Male . Michigan 140 12 $ 39,000 White Female . Michigan 540 12 $ 13,000 White Male . Michigan 540 13 $ 39,000 White Male . Michigan 140 16 $ 22,000 White Male . Michigan 741 16 $ 50,000 White Female $ 731 Michigan 855 12 $ 135,000 White Male $ 2,577 Michigan 857 16 $ 104,000 White Male . Michigan 8

0 12 $ 12,500 White Female . Michigan 140 12 $ 8,000 White Male . Michigan 640 12 $ 13,000 White Male $ 270 Michigan 840 18 $ 41,000 White Male . Michigan 340 18 $ 60,000 White Male $ 1,154 Michigan 840 12 $ 1,100 White Female $ 220 Michigan 838 16 $ 60,000 White Male . Michigan 240 16 $ 30,000 White Female . Michigan 240 13 $ 33,000 White Male . Michigan 240 16 $ 30,000 White Female . Michigan 250 16 $ 50,000 White Male . Michigan 240 11.5 $ 27,040 White Male . Michigan 240 12 $ 27,600 White Male $ 400 Michigan 440 12 $ 3,162 White Female $ 460 Michigan 440 13 $ 15,726 White Male $ 400 Michigan 440 12 $ 19,056 White Male $ 400 Michigan 440 16 $ 25,000 White Female . Michigan 340 12 $ 20,000 AsianPI Female . Michigan 755 16 $ 28,000 AsianPI Male . Michigan 740 14 $ 17,000 AsianPI Male . Michigan 740 11 $ 49,537 White Male $ 350 Michigan 440 12 $ 11,620 White Female $ 300 Michigan 440 12 $ 49,400 White Male . Michigan 540 13 $ 41,600 White Female . Michigan 540 16 $ 40,000 White Male $ 962 Michigan 440 16 $ 53,000 White Male . Michigan 340 12 $ 50,000 White Male . Michigan 340 13 $ 19,200 White Male . Michigan 340 16 $ 23,000 White Female . Michigan 755 11.5 $ 18,000 White Male $ 500 Michigan 440 16 $ 32,000 White Female . Michigan 345 12 $ 16,000 White Male . Michigan 3

80 16 $ 73,000 White Male . Michigan 550 16 $ - White Female . Michigan 540 12 $ 60,000 White Male . Michigan 440 11 $ 15,340 Black Male . Michigan 640 12 $ 10,000 White Male . Michigan 650 12 $ 37,000 White Male $ 712 Michigan 840 12 $ 11,000 White Female $ 360 Michigan 840 13 $ 19,500 White Male . Michigan 240 10 $ 9,000 AsianPI Female . Michigan 550 12 $ 30,000 White Male . Michigan 240 12 $ 31,000 White Male . Michigan 250 13 $ 57,000 White Male $ 660 Michigan 840 12 $ 10,000 White Female $ 343 Michigan 440 12 $ 6,000 White Male $ 330 Michigan 440 13 $ 55,000 White Male . Michigan 640 14 $ 26,000 White Male . Michigan 740 13 $ 20,000 White Female . Michigan 750 16 $ 60,000 White Male . Michigan 345 12 $ 58,000 White Male $ 865 Michigan 443 13 $ 35,000 White Female . Michigan 240 13 $ 59,000 White Male . Michigan 145 13 $ 14,000 White Male . Michigan 140 12 $ 22,000 White Female . Michigan 160 16 $ 42,000 White Male . Michigan 740 16 $ 15,000 White Female . Michigan 750 12 $ 78,000 White Male $ 1,000 Michigan 450 13 $ 7,500 White Male . Michigan 140 13 $ - White Female . Michigan 140 10 $ 35,000 White Male . Michigan 165 16 $ 26,000 White Male . Michigan 250 12 $ 36,000 White Male . Michigan 242 12 $ 14,400 White Female . Michigan 550 13 $ 20,000 White Male . Michigan 545 13 $ 42,000 White Male $ 808 Michigan 435 12 $ - White Male . Michigan 152 12 $ 50,000 White Male . Michigan 150 16 $ 80,000 White Male . Michigan 740 16 $ 40,000 White Female . Michigan 758 16 $ 32,547 White Male . Michigan 740 12 $ 32,213 White Male $ 400 Michigan 440 16 $ 80,000 White Male . Michigan 5

0 12 $ - White Male . Michigan 344 16 $ 62,400 White Female $ 1,100 Michigan 440 13 $ 29,000 White Male . Michigan 3

0 12 $ 31,000 White Male . Michigan 340 11 $ 22,620 White Male $ 435 Michigan 440 12 $ 35,000 White Male . Michigan 640 12 $ 59,000 White Female . Michigan 640 11.5 $ - White Male . Michigan 740 12 $ 40,000 White Male . Michigan 140 11.5 $ 1,200 White Male . Michigan 140 13 $ 29,963 White Female . Michigan 340 12 $ 39,350 White Male . Michigan 345 13 $ 14,000 White Male . Michigan 1

49 13 $ 17,100 White Female . Michigan 745 13 $ 40,000 White Male . Michigan 740 13 $ 150,000 White Male . Michigan 440 16 $ 26,000 White Female . Michigan 440 12 $ 32,000 White Male . Michigan 540 12 $ 18,000 White Female . Michigan 545 13 $ 28,000 White Male . Michigan 337 12 $ 15,000 White Female . Michigan 340 13 $ 18,630 White Female . Michigan 340 13 $ 18,000 White Male . Michigan 550 12 $ 27,000 White Male . Michigan 372 16 $ - White Male . Michigan 340 10 $ 21,000 White Male . Michigan 540 13 $ 65,000 White Male . Michigan 740 10 $ 25,000 White Female . Michigan 755 10 $ 24,000 White Male . Michigan 745 14 $ 30,000 White Male . Michigan 7

0 12 $ 36,000 White Male . Michigan 640 12 $ 35,000 White Male . Michigan 535 12 $ 23,000 White Female . Michigan 545 12 $ 36,000 White Male . Michigan 5

0 13 $ 18,000 White Male . Michigan 640 13 $ 17,000 White Female . Michigan 740 12 $ 40,000 White Male . Michigan 765 16 $ 19,305 White Male . Michigan 336 13 $ 45,000 White Female . Michigan 336 14 $ 40,000 White Male . Michigan 350 12 $ 41,000 White Male . Michigan 555 12 $ 38,000 White Male . Michigan 340 13 $ 15,360 White Female $ 294 Michigan 855 13 $ - White Male $ 605 Michigan 840 16 $ 37,000 White Female . Michigan 240 12 $ 15,000 White Male . Michigan 240 12 $ 23,000 Black Female . Michigan 140 12 $ 33,000 White Male . Michigan 145 14 $ 52,300 White Male $ 1,000 Michigan 850 12 $ 99,925 White Male . Michigan 340 13 $ 40,000 White Female . Michigan 340 12 $ 33,279 White Male . Michigan 750 16 $ 65,000 White Male . Michigan 740 14 $ 32,900 White Female . Michigan 740 12 $ 40,000 White Male $ 769 Michigan 440 12 $ 30,000 White Female $ 577 Michigan 440 11.5 $ 11,128 White Male $ 300 Michigan 440 13 $ 23,000 White Female $ 450 Michigan 440 12 $ 20,000 White Female $ 210 Michigan 460 18 $ 44,000 White Male . Michigan 345 12 $ 43,208 White Male . Michigan 650 18 $ 53,000 White Male . Michigan 635 16 $ 40,000 White Female . Michigan 638 13 $ 6,344 White Female . Michigan 540 12 $ 26,471 White Male $ 803 Michigan 444 16 $ 56,000 White Female . Michigan 140 13 $ 10,400 White Male . Michigan 1

40 12 $ 25,000 White Female . Michigan 740 12 $ 75,000 White Male . Michigan 745 16 $ 49,900 White Male . Michigan 240 12 $ 35,000 White Male . Michigan 240 13 $ 24,000 White Female . Michigan 2

0 13 $ 38,072 White Male $ 636 Michigan 440 13 $ 23,500 White Female $ 560 Michigan 440 16 $ 35,999 White Female $ 760 Michigan 440 12 $ 36,000 White Male . Michigan 640 12 $ 8,000 White Male . Michigan 635 14 $ 30,000 White Male . Michigan 640 12 $ 18,000 White Female . Michigan 656 18 $ 100,000 White Male . Michigan 135 13 $ 18,000 White Female . Michigan 148 13 $ 18,000 White Male . Michigan 140 13 $ 19,000 White Female . Michigan 340 13 $ 23,000 White Female $ 445 Michigan 450 13 $ 46,000 White Male $ 2,307 Michigan 450 16 $ 23,000 White Female $ 423 Michigan 445 18 $ 50,000 White Female $ 962 Michigan 440 13 $ 30,000 White Male $ 600 Michigan 440 18 $ 74,800 White Male $ 1,438 Michigan 440 11 $ 55,000 White Male . Michigan 340 12 $ 50,000 Black Male $ 722 Michigan 860 13 $ 24,000 White Female . Michigan 640 10 $ 5,500 White Female . Michigan 680 18 $ 306,731 White Male . Michigan 760 13 $ 50,150 Black Male $ 962 Michigan 840 12 $ 77,790 White Male $ 800 Michigan 450 18 $ 45,000 White Female $ 1,038 Michigan 450 13 $ 16,000 White Female . Michigan 548 12 $ 13,000 White Male . Michigan 545 14 $ 50,000 White Male . Michigan 235 14 $ 12,000 White Female . Michigan 240 12 $ 25,000 White Male . Michigan 540 12 $ 12,500 White Female . Michigan 540 12 $ 14,000 Black Male . Michigan 760 18 $ 65,000 White Male . Michigan 760 16 $ 33,000 White Female . Michigan 740 12 $ 10,000 Black Female . Michigan 740 13 $ 14,000 Black Male . Michigan 540 11 $ 28,000 White Male . Michigan 640 9 $ 10,000 White Female . Michigan 640 13 $ 70,000 White Male . Michigan 140 12 $ 135 White Male . Michigan 140 12 $ 14,000 White Female . Michigan 140 13 $ 62,089 White Male . Michigan 260 12 $ 19,000 White Male . Michigan 3

0 14 $ 30,000 White Male . Michigan 237 12 $ 22,690 White Female . Michigan 240 13 $ 40,000 White Male $ 880 Michigan 440 12 $ 24,000 White Female . Michigan 340 16 $ 40,000 White Male . Michigan 340 12 $ 14,000 White Female . Michigan 3

40 12 $ 22,100 White Male . Michigan 340 13 $ 45,000 White Male . Michigan 550 13 $ 1,000 White Female . Michigan 550 18 $ 70,500 White Male . Michigan 740 13 $ 32,000 White Female . Michigan 735 13 $ 12,000 Black Female $ 300 Michigan 840 11 $ 28,000 Black Male $ 440 Michigan 840 14 $ 65,000 White Male $ 846 Michigan 840 12 $ 30,000 White Female $ 577 Michigan 840 13 $ 4,000 White Male $ 350 Michigan 840 13 $ 55,000 White Male . Michigan 545 12 $ 27,600 White Male . Michigan 535 12 $ 10,452 White Female . Michigan 560 12 $ 16,000 White Male . Michigan 250 13 $ 51,000 White Male $ 1,038 Michigan 840 12 $ 20,162 White Female $ 370 Michigan 840 12 $ 27,000 White Male . Michigan 560 16 $ 53,000 White Female . Michigan 445 13 $ 64,500 White Male . Michigan 750 16 $ 42,000 White Male $ 808 Michigan 840 12 $ 21,000 White Female $ 577 Michigan 838 16 $ 36,525 White Male $ 724 Michigan 440 18 $ 88,000 White Male $ 1,692 Michigan 440 14 $ 60,000 White Male . Michigan 340 12 $ 30,000 White Female . Michigan 350 16 $ 48,000 White Male $ 1,282 Michigan 840 18 $ 100,000 White Female $ 820 Michigan 840 12 $ 58,000 White Male $ 803 Michigan 840 12 $ 25,010 White Female $ 560 Michigan 880 12 $ 76,000 White Male $ 1,480 Michigan 840 12 $ 8,280 White Female $ 180 Michigan 840 16 $ 60,000 White Male . Michigan 750 16 $ 70,000 White Female . Michigan 770 12 $ 20,000 White Male . Michigan 350 12 $ 30,000 White Male . Michigan 350 8 $ 12,000 White Male . Michigan 540 8 $ 7,000 White Male . Michigan 540 18 $ 45,000 AsianPI Male . Michigan 140 18 $ 50,000 AsianPI Male . Michigan 150 12 $ 35,000 White Male . Michigan 140 12 $ 12,000 White Male . Michigan 140 8 $ 18,000 White Male . Michigan 146 12 $ 42,000 White Male . Michigan 140 13 $ 25,000 White Female . Michigan 140 13 $ 21,000 Black Female . Michigan 150 13 $ 40,000 Black Female . Michigan 745 11.5 $ 45,000 White Male $ 800 Michigan 850 13 $ - White Female . Michigan 845 12 $ 20,000 White Male $ 475 Michigan 848 12 $ 60,000 White Male $ 1,075 Michigan 850 13 $ 50,000 White Male $ 1,173 Michigan 840 13 $ 50,000 White Male . Michigan 640 13 $ 42,000 White Female . Michigan 645 13 $ 55,000 White Male . Michigan 7

60 12 $ - White Male . Michigan 740 12 $ 60,000 White Male . Michigan 340 12 $ 30,000 White Female . Michigan 340 12 $ 33,000 White Female $ 508 Michigan 8

0 16 $ 60,000 White Male . Michigan 340 13 $ - White Male . Michigan 645 16 $ 58,000 White Female . Michigan 640 18 $ 72,539 White Female . Michigan 750 16 $ 60,000 White Male $ 1,154 Michigan 840 13 $ 15,525 White Male $ 280 Michigan 440 12 $ 28,853 White Male . Michigan 640 12 $ 25,000 White Female . Michigan 645 16 $ 68,240 White Male . Michigan 645 16 $ 33,125 White Female . Michigan 655 13 $ 38,000 White Female . Michigan 358 13 $ 34,000 White Male . Michigan 340 12 $ 15,000 White Male . Michigan 370 14 $ 60,000 White Male . Michigan 340 12 $ 45,000 White Male . Michigan 240 13 $ 19,000 White Female . Michigan 245 16 $ 65,000 White Male . Michigan 240 18 $ 64,000 White Female . Michigan 275 12 $ 30,000 White Male . Michigan 850 12 $ 40,000 White Female . Michigan 8

0 12 $ 24,000 White Female . Michigan 450 13 $ 70,000 White Male . Michigan 240 13 $ 29,500 White Male . Michigan 240 16 $ 25,000 White Male . Michigan 155 13 $ 42,000 White Male . Michigan 155 12 $ 40,000 White Female . Michigan 140 9 $ 9,000 White Female . Michigan 545 12 $ 22,000 White Male . Michigan 540 12 $ 16,160 White Female . Michigan 140 16 $ 38,041 White Male . Michigan 148 13 $ 86,000 Black Male . Michigan 740 9 $ 14,700 Black Male $ 320 Michigan 840 13 $ 30,000 White Male . Michigan 140 13 $ 18,500 Black Female . Michigan 740 16 $ 26,500 White Male $ 690 Michigan 840 16 $ 30,000 White Female $ 1,500 Michigan 846 13 $ 45,760 White Male $ 880 Michigan 440 12 $ 15,000 White Male $ 280 Michigan 435 13 $ 7,500 White Female $ 200 Michigan 445 13 $ 73,000 White Female . Michigan 540 12 $ 30,000 White Male . Michigan 540 12 $ 43,200 White Female . Michigan 540 12 $ 19,200 Black Male $ 400 Michigan 440 12 $ 13,000 Black Female $ 405 Michigan 445 12 $ 18,000 White Female $ 625 Michigan 440 13 $ 8,000 White Male $ 400 Michigan 440 12 $ 28,000 White Male $ 538 Michigan 8

0 16 $ 40,000 White Male $ 865 Michigan 845 12 $ 44,000 White Male $ 480 Michigan 840 11 $ 23,000 Black Male $ 600 Michigan 4

40 10 $ 34,000 Black Male . Michigan 540 11 $ 5,720 White Male . Michigan 540 12 $ 17,500 Black Female . Michigan 640 11 $ 10,400 Black Female . Michigan 640 12 $ 32,000 White Male . Michigan 750 13 $ 30,000 Black Male . Michigan 340 9 $ 13,000 White Male . Michigan 340 13 $ 30,000 White Female . Michigan 340 13 $ 4,000 Black Male . Michigan 340 18 $ 40,000 Black Female . Michigan 560 12 $ 92,000 White Male . Michigan 640 18 $ 51,000 White Female . Michigan 240 13 $ 62,000 White Male . Michigan 240 13 $ 28,000 White Female . Michigan 245 13 $ 50,000 White Male . Michigan 655 13 $ 65,000 White Male . Michigan 150 12 $ 14,400 White Male . Michigan 140 12 $ 45,000 White Female . Michigan 640 12 $ 27,000 White Male . Michigan 640 12 $ 15,000 White Male . Michigan 140 12 $ 18,000 White Female . Michigan 1

0 16 $ 75,000 White Male . Michigan 140 13 $ 20,000 White Female . Michigan 148 16 $ 55,000 White Male . Michigan 540 16 $ 17,603 White Male . Michigan 750 18 $ 60,000 Black Male . Michigan 740 16 $ 45,000 Black Female . Michigan 740 13 $ 16,000 Black Female . Michigan 743 16 $ 35,000 White Male . Michigan 544 13 $ 35,000 White Female . Michigan 558 13 $ 75,000 White Male . Michigan 745 13 $ 19,500 White Male . Michigan 7

0 13 $ 9,650 White Male . Michigan 740 12 $ 45,000 Black Male $ 428 Michigan 440 12 $ 19,200 Black Female $ 185 Michigan 440 13 $ 18,000 Black Male $ 298 Michigan 440 12 $ 44,000 White Male $ 596 Michigan 840 12 $ 24,000 White Male $ 700 Michigan 840 16 $ 53,000 White Male $ 1,019 Michigan 435 13 $ 10,000 White Female $ 298 Michigan 440 18 $ 49,000 White Male $ 1,000 Michigan 460 18 $ 117,136 White Male $ 1,483 Michigan 440 13 $ 80,000 White Male . Michigan 640 13 $ 18,000 White Male . Michigan 640 16 $ 62,000 White Male . Michigan 640 12 $ 16,200 White Male . Michigan 640 12 $ 20,000 White Female $ 646 Michigan 840 18 $ 75,000 White Male . Michigan 745 14 $ 75,814 White Male $ 1,386 Michigan 440 16 $ 23,000 White Male . Michigan 140 14 $ 32,000 Black Male . Michigan 250 16 $ 45,000 White Male . Michigan 640 12 $ 26,000 White Male $ 462 Michigan 845 13 $ 100,406 White Male $ 2,596 Michigan 4

40 18 $ 35,000 White Female $ 354 Michigan 450 12 $ 50,000 White Male . Michigan 640 13 $ 56,842 White Male . Michigan 3

0 13 $ 26,319 White Male . Michigan 645 13 $ 50,000 White Male . Michigan 740 13 $ 25,000 Black Male . Michigan 240 12 $ 27,000 White Male . Michigan 255 13 $ 57,000 White Male . Michigan 240 9 $ 12,000 White Female . Michigan 240 12 $ 3,000 White Female . Michigan 245 18 $ 23,000 White Female . Michigan 240 16 $ 36,000 White Male . Michigan 250 18 $ 306,731 White Male $ 2,885 Michigan 470 18 $ 56,000 White Male . Michigan 260 12 $ 18,000 White Male . Michigan 240 9 $ 27,000 White Female . Michigan 245 16 $ 62,000 White Male . Michigan 245 16 $ 73,000 White Male . Michigan 240 18 $ 27,000 White Female . Michigan 353 14 $ 72,000 White Male . Michigan 340 12 $ 16,000 White Male . Michigan 745 13 $ 48,000 White Male $ 942 Michigan 865 16 $ 48,000 White Male $ 1,250 Michigan 840 16 $ 27,000 White Female $ 510 Michigan 840 16 $ 30,000 White Male . Michigan 540 13 $ 39,000 White Male . Michigan 342 16 $ 29,000 White Female . Michigan 340 16 $ 75,000 White Male . Michigan 340 13 $ 11,200 White Female . Michigan 370 12 $ - White Male . Michigan 340 18 $ 65,045 White Male . Michigan 240 13 $ 47,635 White Female $ 1,000 Michigan 440 13 $ 40,000 Black Female $ 769 Michigan 440 13 $ 3,376 Black Female $ 350 Michigan 440 16 $ 35,000 White Male $ 650 Michigan 445 18 $ 68,002 White Male $ 1,308 Michigan 450 16 $ 65,000 White Male . Michigan 340 18 $ 98,000 AsianPI Male . Michigan 240 12 $ 11,000 White Female . Michigan 340 12 $ 41,000 White Male . Michigan 360 14 $ 30,000 White Male . Michigan 640 13 $ 75,000 White Male . Michigan 638 14 $ 24,000 White Female . Michigan 640 12 $ 31,000 White Female . Michigan 340 12 $ 28,000 White Male . Michigan 340 12 $ 54,000 White Male . Michigan 240 12 $ 30,000 White Male . Michigan 240 12 $ 16,000 Black Female . Michigan 240 12 $ 36,000 White Female . Michigan 650 12 $ 46,800 White Male $ 920 Michigan 840 12 $ 27,995 White Female $ 440 Michigan 835 12 $ 26,000 IndEsk Male . Michigan 655 18 $ 50,000 White Male . Michigan 340 11 $ 38,000 White Male $ 880 Michigan 4

40 16 $ 19,000 White Female $ 577 Michigan 450 16 $ 44,000 White Female $ 1,038 Michigan 465 13 $ 45,000 White Male . Michigan 340 12 $ 47,000 White Male . Michigan 740 12 $ 13,000 White Female . Michigan 740 13 $ 50,000 White Female . Michigan 740 12 $ - White Male . Michigan 740 13 $ 26,000 White Female . Michigan 740 16 $ 52,450 White Female . Michigan 740 12 $ 41,064 White Male . Michigan 755 16 $ 150,000 White Male . Michigan 745 16 $ 58,000 White Male . Michigan 540 12 $ 30,000 White Female . Michigan 540 8 $ 10,000 AsianPI Male . Michigan 540 12 $ 10,000 AsianPI Female . Michigan 545 9 $ 4,000 White Male . Michigan 540 9 $ 16,640 White Male . Michigan 540 8 $ 6,400 White Female . Michigan 550 8 $ 10,000 White Male . Michigan 550 8 $ 10,000 White Male . Michigan 550 8 $ 10,000 White Male . Michigan 550 16 $ 50,000 Black Female . Michigan 540 14 $ 21,200 White Male . Michigan 660 13 $ 21,526 White Female . Michigan 640 13 $ 70,000 Black Female $ 480 Michigan 850 13 $ 88,000 White Male . Michigan 750 16 $ 100,000 White Male . Michigan 750 12 $ 19,000 White Male . Michigan 149 13 $ 28,500 White Female . Michigan 140 13 $ 40,000 White Male . Michigan 150 12 $ 22,500 White Male . Michigan 140 12 $ 18,746 Black Male . Michigan 740 12 $ 10,400 Black Female $ 405 Michigan 855 8 $ 47,000 White Male $ 904 Michigan 840 12 $ 18,000 White Female $ 380 Michigan 856 13 $ 79,000 White Male . Michigan 740 13 $ 42,000 White Male . Michigan 140 13 $ 24,000 White Male . Michigan 640 16 $ 60,000 White Female . Michigan 545 16 $ 51,000 White Male $ 1,300 Michigan 440 18 $ 58,000 White Male $ 1,000 Michigan 840 16 $ 21,000 Black Female . Michigan 355 16 $ 44,850 Black Male . Michigan 350 16 $ 60,000 White Male . Michigan 840 16 $ 100,000 White Male . Michigan 640 12 $ 42,000 White Female . Michigan 540 12 $ 46,000 White Male . Michigan 5

0 12 $ - White Male . Michigan 250 18 $ - White Male . Michigan 340 11 $ 22,620 White Male . Michigan 540 12 $ 23,000 White Female . Michigan 540 13 $ 12,900 White Female . Michigan 550 13 $ 500 White Male . Michigan 252 16 $ 62,000 White Male . Michigan 2

40 12 $ 20,000 White Female . Michigan 150 10 $ 30,000 White Male . Michigan 140 18 $ 41,500 White Male . Michigan 355 16 $ 16,800 White Male . Michigan 550 14 $ - White Male . Michigan 550 18 $ 26,439 White Female . Michigan 548 16 $ 29,000 White Male $ 400 Michigan 440 13 $ 135,000 White Male . Michigan 640 12 $ 17,000 Black Female $ 400 Michigan 440 13 $ - Black Female . Michigan 850 12 $ 18,000 Black Female . Michigan 646 13 $ 97,000 White Male . Michigan 344 16 $ 48,000 White Female $ 462 Michigan 4

0 12 $ 27,800 Black Female $ 394 Michigan 440 13 $ 42,000 Black Female $ 430 Michigan 435 8 $ 12,000 White Male . Michigan 545 18 $ 67,600 Black Male . Michigan 650 18 $ 58,000 Black Female . Michigan 640 12 $ 35,775 Black Male . Michigan 760 18 $ 111,000 Black Male . Michigan 140 16 $ 45,000 Black Female . Michigan 150 16 $ 35,000 Black Male . Michigan 140 12 $ 37,171 White Male . Michigan 340 12 $ - White Female . Michigan 340 13 $ 20,000 White Female . Michigan 340 12 $ 9,100 White Female . Michigan 140 13 $ 100,000 White Male . Michigan 640 14 $ 25,330 White Female . Michigan 248 12 $ 32,000 White Male . Michigan 238 18 $ 110,000 White Male . Michigan 2

0 13 $ 140,000 White Female . Michigan 240 16 $ 15,000 White Female . Michigan 750 11.5 $ 15,000 White Female . Michigan 760 13 $ 70,000 White Male . Michigan 770 16 $ 36,500 White Male . Michigan 340 12 $ 50,000 White Female . Michigan 240 13 $ 19,708 Black Female . Michigan 340 13 $ 36,400 Black Female . Michigan 3

0 16 $ 25,000 White Female . Michigan 30 14 $ 25,000 White Male . Michigan 3

65 16 $ 61,000 White Male . Michigan 340 14 $ 68,000 White Female . Michigan 740 12 $ 35,000 White Male . Michigan 740 12 $ 40,000 White Female . Michigan 750 12 $ 55,000 White Male . Michigan 750 18 $ 100,000 White Male . Michigan 140 13 $ 24,500 Black Female . Michigan 735 10 $ - White Female . Michigan 272 13 $ 15,000 White Male . Michigan 240 12 $ 12,000 White Male . Michigan 260 16 $ 130,000 White Male . Michigan 240 12 $ 29,700 White Male . Michigan 250 12 $ 16,000 White Female . Michigan 280 16 $ 92,000 White Male . Michigan 7

40 18 $ 40,000 Black Female . Michigan 758 18 $ 331,731 White Male . Michigan 1

0 18 $ 306,731 White Male . Michigan 340 16 $ 43,000 White Female . Michigan 740 12 $ 75,000 Black Male $ 1,442 Michigan 840 18 $ 50,000 AsianPI Male . Michigan 770 16 $ 306,731 White Male . Michigan 640 10 $ 23,000 White Male . Michigan 340 9 $ 26,000 White Female . Michigan 340 12 $ 29,484 White Female . Michigan 375 12 $ 7,200 White Male . Michigan 340 13 $ 40,000 White Male . Michigan 340 12 $ 14,000 White Female . Michigan 350 18 $ 81,000 White Male $ 2,076 Michigan 440 16 $ 35,000 White Female $ 1,346 Michigan 440 13 $ 20,000 White Male $ 210 Michigan 440 16 $ 70,000 White Female $ 1,346 Michigan 840 13 $ 31,000 White Male $ 596 Michigan 440 12 $ 23,000 White Female $ 380 Michigan 445 10 $ 33,000 White Male $ 615 Michigan 440 10 $ 18,000 White Female $ 350 Michigan 440 8 $ 18,000 White Male . Michigan 660 16 $ 306,731 White Male . Michigan 140 13 $ 15,400 Black Female $ 400 Michigan 440 13 $ 17,000 Black Male . Michigan 340 11 $ 14,000 Black Female . Michigan 375 13 $ 40,000 White Male $ 1,500 Michigan 440 12 $ 19,000 White Female $ 508 Michigan 440 16 $ 25,376 White Female $ 320 Michigan 440 12 $ 17,000 Black Male . Michigan 340 13 $ 17,000 Black Male . Michigan 340 12 $ 35,000 Black Male . Michigan 340 12 $ 20,000 Black Female . Michigan 3

0 16 $ 62,400 Black Female $ 1,000 Michigan 440 12 $ 18,200 Black Male $ 250 Michigan 440 16 $ 25,000 Black Male $ 1,500 Michigan 455 12 $ 20,000 White Male . Michigan 140 12 $ 24,000 White Female . Michigan 140 13 $ 20,000 White Male . Michigan 740 13 $ 52,000 White Female . Michigan 740 12 $ 18,000 Black Female $ 360 Michigan 8

0 16 $ 86,000 White Male $ 1,730 Michigan 840 11 $ 20,000 White Female . Michigan 640 16 $ 22,000 White Male . Michigan 540 13 $ 23,000 White Female . Michigan 540 10 $ 18,200 White Female . Michigan 540 12 $ 30,000 White Male . Michigan 550 13 $ 52,000 White Male . Michigan 740 13 $ 27,000 White Female . Michigan 7

0 9 $ - White Female . Michigan 10 16 $ 26,000 White Male . Michigan 10 13 $ 30,000 White Male . Michigan 1

47 12 $ 13,000 Black Male . Michigan 140 13 $ 1,120 Black Female . Michigan 1

40 18 $ 57,500 Black Male . Michigan 140 13 $ 35,000 Black Male . Michigan 150 12 $ 35,400 White Male . Michigan 150 11 $ 20,000 Black Male . Michigan 760 18 $ 306,731 White Male . Michigan 140 8 $ 19,000 White Male . Michigan 640 12 $ 50,000 White Male . Michigan 540 12 $ 12,480 White Female . Michigan 540 11 $ 16,040 Black Female . Michigan 5

0 12 $ 20,800 Black Male . Michigan 550 16 $ 37,000 White Female . Michigan 156 18 $ 70,000 White Male . Michigan 248 14 $ 25,000 White Female . Michigan 240 12 $ 16,400 White Male . Michigan 290 13 $ 75,000 White Male . Michigan 550 12 $ 38,000 White Male $ 865 Michigan 840 12 $ 33,000 White Female $ 325 Michigan 8

0 13 $ 35,000 Black Male . Michigan 540 13 $ 19,000 Black Female . Michigan 540 14 $ 25,000 White Female . Michigan 740 13 $ 57,000 White Male . Michigan 540 18 $ 35,000 White Female . Michigan 540 12 $ 38,000 White Male . Michigan 640 12 $ 35,000 White Female . Michigan 653 16 $ 102,000 White Male . Michigan 758 13 $ 65,000 White Male . Michigan 240 12 $ 33,000 White Female $ 615 Michigan 850 12 $ 94,000 White Male . Michigan 550 12 $ 20,000 White Male . Michigan 535 11 $ - Black Female . Michigan 240 13 $ 39,400 White Female . Michigan 599 12 $ 40,000 White Male . Michigan 540 13 $ 21,000 White Female . Michigan 350 18 $ 65,000 White Male . Michigan 555 12 $ 60,000 White Male . Michigan 240 12 $ 24,000 White Female . Michigan 246 13 $ 10,334 White Female . Michigan 740 13 $ 38,000 Black Female . Michigan 140 12 $ 26,000 Black Female . Michigan 160 12 $ 59,800 White Male . Michigan 150 12 $ 50,000 White Male . Michigan 140 13 $ 40,000 White Male . Michigan 240 12 $ 63,000 White Male . Michigan 140 16 $ 32,000 White Female . Michigan 240 12 $ 30,000 White Male . Michigan 240 16 $ 70,000 White Male . Michigan 140 18 $ 76,500 White Male . Michigan 135 12 $ 24,000 White Female . Michigan 148 12 $ 47,000 White Male . Michigan 140 12 $ 42,000 White Male . Michigan 648 12 $ 13,000 White Female . Michigan 640 13 $ 28,700 White Male . Michigan 640 8 $ 30,000 Black Male . Michigan 540 13 $ 12,000 White Male . Michigan 2

40 12 $ 31,200 White Male . Michigan 140 18 $ 76,300 White Female . Michigan 260 13 $ 306,731 White Male . Michigan 240 16 $ 32,000 White Female . Michigan 240 12 $ 61,000 White Male . Michigan 742 12 $ 20,000 White Male . Michigan 740 12 $ 20,000 White Female . Michigan 740 13 $ 40,000 Black Female . Michigan 340 13 $ 22,100 Black Female . Michigan 240 12 $ 10,000 Black Male . Michigan 250 12 $ 1,239 White Male . Michigan 240 16 $ 58,000 White Female . Michigan 240 16 $ 51,000 White Male . Michigan 2

0 16 $ 35,000 White Female . Michigan 240 13 $ 10,000 Black Female . Michigan 540 12 $ 55,000 IndEsk Male . Michigan 350 12 $ 23,000 White Male . Michigan 340 12 $ 30,000 White Male . Michigan 350 13 $ 48,000 White Male . Michigan 350 16 $ 55,000 White Male . Michigan 340 18 $ 35,000 White Female . Michigan 345 13 $ 18,000 Black Female . Michigan 540 13 $ 56,000 Black Male . Michigan 340 13 $ 33,000 Black Female . Michigan 357 12 $ 13,300 White Male $ 600 Michigan 470 18 $ 140,000 Black Male . Michigan 660 18 $ 60,000 Black Female . Michigan 640 18 $ 348,516 White Male . Michigan 640 14 $ 5,000 Black Female . Michigan 540 13 $ 14,400 Black Female . Michigan 550 13 $ 51,000 White Male $ 1,100 Michigan 450 13 $ 97,000 White Female $ 1,870 Michigan 440 12 $ 18,320 White Female $ 325 Michigan 470 13 $ 34,500 Black Female . Michigan 540 16 $ 43,000 White Female . Michigan 240 16 $ 42,500 White Male . Michigan 240 18 $ 55,000 AsianPI Male . Michigan 272 12 $ 87,000 White Female . Michigan 542 12 $ 24,950 White Female $ 472 Michigan 452 13 $ 10,000 Black Male . Michigan 745 12 $ 57,000 White Male . Michigan 345 12 $ 42,000 White Female . Michigan 340 12 $ 20,000 White Male . Michigan 335 12 $ 42,000 White Female $ 808 Michigan 445 18 $ 67,000 White Male $ 1,250 Michigan 468 16 $ 34,000 Black Male . Michigan 740 13 $ 34,000 Black Female . Michigan 760 13 $ - White Male . Michigan 748 13 $ 33,000 White Female . Michigan 642 16 $ 52,000 White Male $ 1,058 Michigan 440 18 $ 70,000 White Male $ 1,442 Michigan 440 13 $ 58,000 White Male . Michigan 740 18 $ 115,000 White Male . Michigan 140 12 $ 12,000 White Female . Michigan 1

0 13 $ 81,400 White Male . Michigan 740 16 $ 31,000 White Male . Michigan 760 12 $ 23,000 Black Male $ 400 Michigan 878 13 $ 100,000 White Male $ 2,444 Michigan 840 16 $ 28,000 White Male $ 400 Michigan 850 12 $ 37,655 White Male . Michigan 765 18 $ 306,731 White Male . Michigan 550 18 $ 75,000 AsianPI Male . Michigan 540 16 $ 41,000 White Female $ 964 Michigan 450 16 $ 66,000 White Male $ 1,250 Michigan 436 16 $ 32,000 White Female $ 673 Michigan 450 16 $ 80,000 White Male $ 1,538 Michigan 440 12 $ 50,000 White Female $ 962 Michigan 440 12 $ 23,000 White Female . Michigan 140 16 $ 12,000 White Female . Michigan 140 16 $ 65,000 AsianPI Female $ 1,200 Michigan 845 16 $ 12,000 AsianPI Male $ 415 Michigan 840 9 $ 18,300 White Male . Michigan 136 12 $ 16,000 White Female . Michigan 160 12 $ 11,000 White Female . Michigan 140 12 $ 70,000 White Male . Michigan 140 12 $ 20,000 Black Male $ 372 Michigan 840 16 $ 13,000 Black Female $ 442 Michigan 840 12 $ 42,000 White Male $ 770 Michigan 840 13 $ 25,000 White Female $ 448 Michigan 8

0 12 $ 18,000 Black Male . Michigan 540 18 $ 25,000 Black Female . Michigan 540 13 $ 19,136 White Female $ 368 Michigan 838 12 $ 16,830 White Male $ 304 Michigan 844 16 $ 44,000 White Female $ 827 Michigan 840 13 $ 23,000 White Male $ 461 Michigan 845 14 $ 65,000 White Male $ 1,346 Michigan 440 11 $ 20,000 White Male . Michigan 565 10 $ 40,000 IndEsk Male . Michigan 535 11 $ 9,000 White Female . Michigan 540 16 $ 75,500 White Male $ 1,250 Michigan 840 12 $ 7,700 White Female $ 270 Michigan 837 18 $ 50,000 White Female $ 1,333 Michigan 439 13 $ 32,000 White Male $ 615 Michigan 4

0 12 $ 44,900 White Male $ 800 Michigan 865 12 $ 14,000 White Female . Michigan 750 16 $ 97,006 White Male . Michigan 747 18 $ 98,453 White Male $ 1,985 Michigan 447 18 $ 306,731 White Male $ 2,279 Michigan 446 18 $ 69,000 White Male . Michigan 646 13 $ 34,000 White Male . Michigan 348 12 $ 37,000 White Female . Michigan 350 12 $ 29,000 White Male . Michigan 340 18 $ 63,826 Black Female . Michigan 745 12 $ 33,000 White Male . Michigan 650 13 $ 17,500 White Male . Michigan 645 12 $ 16,000 White Male . Michigan 640 13 $ 22,000 White Female . Michigan 642 12 $ 15,000 White Female . Michigan 6

55 13 $ 44,400 White Male . Michigan 345 18 $ 80,000 White Male . Michigan 355 13 $ 88,000 White Male . Michigan 245 13 $ 45,000 White Male . Michigan 165 12 $ 35,000 White Male . Michigan 180 16 $ 67,000 Black Male . Michigan 740 12 $ 52,000 White Male . Michigan 248 13 $ 30,000 White Female . Michigan 240 10 $ 2,500 White Female . Michigan 180 16 $ 35,000 White Male . Michigan 270 18 $ 10,000 AsianPI Male . Michigan 280 13 $ - AsianPI Female . Michigan 240 14 $ 45,000 White Male . Michigan 250 14 $ 64,944 White Male . Michigan 250 13 $ 40,000 White Female . Michigan 740 9 $ 11,250 White Male . Michigan 745 9 $ 11,000 Black Female . Michigan 1

0 12 $ 8,000 White Male $ 400 Michigan 440 13 $ 23,000 White Female . Michigan 740 18 $ 50,000 White Female . Michigan 540 16 $ 87,000 White Male . Michigan 540 12 $ 11,400 White Male $ 640 Michigan 445 13 $ 19,350 White Female $ 500 Michigan 445 18 $ 74,925 IndEsk Male . Michigan 7

0 13 $ 24,000 White Female . Michigan 20 13 $ 18,000 IndEsk Male . Michigan 2

40 18 $ 70,000 AsianPI Male . Michigan 260 13 $ 21,000 White Male . Michigan 740 12 $ 35,000 Black Male . Michigan 340 10 $ 14,000 Black Female . Michigan 340 18 $ 64,400 White Male $ 1,442 Michigan 4

0 18 $ 77,925 White Male . Michigan 740 13 $ 20,000 Black Female $ 400 Michigan 8

0 13 $ 30,000 Black Male $ 346 Michigan 848 11 $ 24,000 White Female . Michigan 640 18 $ 110,000 White Male . Michigan 140 12 $ 11,000 Black Female . Michigan 145 14 $ 34,892 Black Female . Michigan 240 18 $ 67,600 Black Male . Michigan 240 18 $ 30,264 White Female . Michigan 350 18 $ 85,000 Black Male . Michigan 3

0 12 $ 24,000 Black Female $ 672 Michigan 440 16 $ 20,000 White Male . Michigan 335 12 $ 60,000 White Female . Michigan 345 16 $ 29,213 White Male . Michigan 350 16 $ 50,000 White Male . Michigan 640 18 $ 50,000 White Female . Michigan 645 13 $ 65,000 White Male . Michigan 540 13 $ 19,240 Black Female $ 700 Michigan 440 10 $ 2,000 White Female . Michigan 640 11 $ 35,000 IndEsk Male . Michigan 640 12 $ 20,000 White Male . Michigan 640 12 $ 20,000 White Male . Michigan 660 8 $ - White Male . Michigan 5

35 13 $ 13,000 White Female $ 576 Michigan 480 12 $ 45,000 White Male $ 720 Michigan 440 10 $ 13,000 White Female $ 405 Michigan 440 12 $ 55,000 White Male . Michigan 640 16 $ 30,000 White Female . Michigan 640 12 $ 33,000 White Female . Michigan 640 13 $ 36,000 Black Male $ 692 Michigan 440 16 $ 69,000 White Male . Michigan 637 12 $ 28,000 White Female . Michigan 640 12 $ 47,717 White Male . Michigan 745 12 $ 6,000 White Male . Michigan 740 13 $ 40,000 White Male . Michigan 340 12 $ 10,400 White Male . Michigan 540 16 $ 40,000 White Female . Michigan 540 13 $ 40,000 White Male . Michigan 546 16 $ 35,583 White Female . Michigan 540 16 $ 75,000 White Female . Michigan 545 18 $ 306,731 White Male . Michigan 540 18 $ 52,000 White Male . Michigan 544 12 $ 9,000 White Male . Michigan 540 12 $ 20,800 Black Male $ 200 Michigan 440 12 $ 27,000 Black Female . Michigan 540 12 $ 19,000 Black Male . Michigan 540 12 $ 30,000 White Male . Michigan 555 10 $ 12,000 White Male . Michigan 545 8 $ 6,000 White Male . Michigan 545 10 $ 6,000 White Male . Michigan 540 12 $ 33,000 White Male . Michigan 540 12 $ 18,000 White Female . Michigan 550 16 $ 52,000 White Male . Michigan 540 16 $ 33,000 White Female . Michigan 540 9 $ 412 Black Male $ 240 Michigan 440 12 $ 4,000 White Male . Michigan 740 12 $ - AsianPI Female . Michigan 440 12 $ - AsianPI Male . Michigan 440 13 $ 40,000 White Male . Michigan 460 13 $ 67,000 White Male . Michigan 850 13 $ 70,000 White Male . Michigan 740 12 $ 33,600 White Female $ 692 Michigan 440 13 $ 42,000 Black Female . Michigan 540 12 $ 12,000 White Female . Michigan 145 10 $ 17,000 White Male . Michigan 140 18 $ 75,000 White Male . Michigan 140 16 $ - White Male . Michigan 340 18 $ 60,000 White Female . Michigan 340 18 $ 50,000 White Female . Michigan 150 16 $ 80,000 White Male . Michigan 145 13 $ 70,000 White Male . Michigan 145 12 $ 54,000 White Male . Michigan 560 12 $ 41,000 White Male . Michigan 155 13 $ 8,000 White Female . Michigan 140 16 $ 65,000 White Male . Michigan 340 16 $ 40,000 White Female . Michigan 340 12 $ 40,000 White Male . Michigan 5

50 18 $ 85,000 White Male . Michigan 360 11.5 $ - White Male . Michigan 140 12 $ 12,243 White Female . Michigan 140 12 $ 45,298 White Male . Michigan 140 13 $ 30,000 White Male . Michigan 150 16 $ 348,516 White Male . Michigan 140 16 $ 30,000 White Female $ 575 Michigan 855 18 $ 366,656 AsianPI Male . Michigan 135 16 $ 20,000 AsianPI Female . Michigan 1

0 18 $ 15,000 AsianPI Female . Michigan 140 12 $ 28,000 White Male $ 540 Michigan 840 13 $ 25,000 White Female $ 520 Michigan 845 13 $ 24,000 Black Male . Michigan 655 13 $ 40,000 White Male $ 910 Michigan 440 13 $ 42,000 White Male . Michigan 738 16 $ 37,000 White Female . Michigan 7

0 13 $ 32,000 Black Female $ 240 Michigan 440 12 $ 30,724 White Male . Michigan 340 16 $ 40,000 Black Female . Michigan 550 13 $ 70,000 White Male . Michigan 145 12 $ - White Female . Michigan 148 13 $ 32,000 Black Male . Michigan 540 13 $ 32,000 Black Female . Michigan 5

0 16 $ 105,000 White Male . Michigan 240 12 $ 17,000 White Male . Michigan 255 13 $ - White Male . Michigan 545 16 $ 36,000 White Female . Michigan 360 14 $ 47,000 White Male . Michigan 340 12 $ 15,600 White Male . Michigan 540 12 $ 33,000 Black Male . Michigan 540 12 $ 54,000 White Female . Michigan 270 13 $ 48,000 White Male . Michigan 240 13 $ 25,000 White Female . Michigan 2

0 12 $ 27,000 White Male . Michigan 750 16 $ 70,000 White Male . Michigan 240 18 $ 100,000 White Male . Michigan 240 13 $ 33,000 White Male . Michigan 248 12 $ 16,000 White Male . Michigan 240 16 $ 48,000 White Male . Michigan 540 13 $ 60,000 White Male $ 1,192 Michigan 440 13 $ 37,440 White Male $ 720 Michigan 435 12 $ 26,000 White Female . Michigan 745 12 $ 40,000 White Male . Michigan 760 13 $ 50,000 White Male . Michigan 745 16 $ 35,000 White Male $ 669 Michigan 845 11 $ 40,000 White Male . Michigan 245 11 $ 12,000 White Male . Michigan 248 16 $ 88,500 White Male . Michigan 545 13 $ 33,000 White Female . Michigan 540 13 $ 29,000 White Male . Michigan 635 12 $ 10,000 White Female . Michigan 540 13 $ 18,000 White Male . Michigan 544 12 $ 33,000 White Male . Michigan 540 12 $ 21,000 White Male . Michigan 5

55 12 $ 44,000 White Male . Michigan 650 12 $ 35,000 White Female . Michigan 645 14 $ 50,000 White Male . Michigan 550 18 $ 50,000 White Male . Michigan 440 18 $ 72,000 White Male . Michigan 540 14 $ 24,000 White Male . Michigan 545 13 $ 22,999 White Female . Michigan 250 18 $ 306,731 White Male . Michigan 555 12 $ 22,000 White Female . Michigan 640 10 $ 18,000 White Male $ 252 Michigan 856 12 $ 76,000 Black Female . Michigan 640 13 $ 23,000 Black Female . Michigan 240 13 $ 15,048 Black Female . Michigan 252 12 $ 48,000 White Male . Michigan 435 13 $ 9,000 White Female . Michigan 5

0 16 $ 63,000 White Male . Michigan 360 18 $ 150,000 White Male . Michigan 550 16 $ 80,000 White Male . Michigan 540 16 $ 68,000 White Male . Michigan 540 12 $ 40,000 White Male $ 769 Michigan 840 16 $ 40,000 White Female $ 769 Michigan 840 12 $ 70,000 White Male $ 1,346 Michigan 840 13 $ 60,000 White Female . Michigan 840 12 $ 45,000 White Male . Michigan 155 18 $ 69,000 White Male . Michigan 245 16 $ 76,000 White Female . Michigan 240 13 $ 44,900 White Male . Michigan 140 13 $ - White Male . Michigan 440 18 $ 50,000 AsianPI Female . Michigan 168 13 $ 45,400 White Male . Michigan 140 12 $ 31,000 White Female . Michigan 140 12 $ 25,000 White Female . Michigan 150 13 $ 53,000 White Female . Michigan 150 16 $ 61,000 White Male . Michigan 145 16 $ 16,000 White Male . Michigan 150 12 $ 30,000 White Male . Michigan 150 12 $ 30,000 Black Female . Michigan 150 9 $ 8,000 White Female . Michigan 150 16 $ 62,000 White Male . Michigan 140 16 $ 34,000 White Female . Michigan 149 13 $ 12,835 White Male . Michigan 148 12 $ 22,000 White Male . Michigan 140 18 $ 120,000 White Male . Michigan 240 13 $ 31,000 White Female . Michigan 248 18 $ 19,963 White Male . Michigan 240 16 $ 32,000 White Female . Michigan 248 13 $ 34,000 White Male . Michigan 240 16 $ 20,000 White Female . Michigan 240 12 $ 48,818 White Male . Michigan 540 12 $ 18,000 White Female . Michigan 540 13 $ 29,120 White Male . Michigan 540 13 $ 41,000 White Male . Michigan 740 13 $ 30,000 White Male . Michigan 540 13 $ 30,000 White Male . Michigan 5

55 12 $ 40,000 White Male $ 800 Michigan 839 13 $ 20,722 White Female $ 404 Michigan 840 14 $ 40,000 Black Female $ 1,160 Michigan 850 13 $ 30,000 White Male $ 1,250 Michigan 465 13 $ - White Male . Michigan 360 13 $ 26,000 White Female . Michigan 260 13 $ 60,000 White Male . Michigan 240 13 $ 22,000 White Male . Michigan 240 11 $ 18,000 White Male . Michigan 654 12 $ 100,000 Black Male $ 625 Michigan 845 14 $ 23,933 White Female $ 1,000 Michigan 455 18 $ 150,000 White Male . Michigan 140 12 $ 28,000 White Male . Michigan 840 10 $ 64,000 White Male . Michigan 8

0 13 $ 46,636 White Male . Michigan 740 13 $ 18,800 White Female $ 442 Michigan 840 13 $ 80,000 White Male . Michigan 640 14 $ 38,000 White Female . Michigan 660 10 $ 3,000 White Female . Michigan 655 10 $ 17,500 White Female $ 272 Michigan 840 11.5 $ 6,300 White Male $ 384 Michigan 866 12 $ 49,000 White Female . Michigan 740 12 $ 23,000 Black Male $ 430 Michigan 840 16 $ 24,000 Black Female $ 462 Michigan 840 12 $ 17,000 Black Female $ 327 Michigan 8

0 12 $ 25,000 White Female . Michigan 640 12 $ 28,000 White Male . Michigan 244 13 $ 24,000 White Female . Michigan 6

0 16 $ 20,000 White Male . Michigan 50 12 $ 8,500 Black Female . Michigan 7

40 12 $ 55,000 White Male $ 400 Michigan 440 18 $ 95,000 White Male . Michigan 350 12 $ 45,000 White Male . Michigan 145 12 $ 48,000 White Male $ 770 Michigan 440 8 $ 35,000 White Male . Michigan 140 14 $ 55,000 IndEsk Male $ 710 Michigan 470 14 $ 21,000 IndEsk Female $ 355 Michigan 440 12 $ 20,547 White Male . Michigan 135 9 $ 9,079 White Female . Michigan 180 13 $ 28,800 White Male . Michigan 540 9 $ 12,500 White Female . Michigan 545 12 $ 26,000 White Female . Michigan 7


40 10 $ 11,000 White Male . Michigan 640 12 $ 23,000 White Female . Michigan 540 18 $ 30,000 Black Female . Michigan 560 8 $ - Black Male . Michigan 545 13 $ 400 Black Female . Michigan 340 16 $ 31,200 AsianPI Female . Michigan 350 13 $ 62,000 White Male . Michigan 340 12 $ 45,000 White Male . Michigan 640 12 $ 59,200 White Male . Michigan 340 12 $ 24,960 White Female . Michigan 3

40 9 $ 13,520 AsianPI Male . Michigan 755 18 $ 21,253 White Male $ 393 Michigan 836 16 $ 90,406 White Male . Michigan 740 12 $ 19,000 White Female . Michigan 740 13 $ 31,000 White Female . Michigan 660 11.5 $ - White Female . Michigan 165 18 $ 7,000 White Male . Michigan 1

0 16 $ 120,000 White Male . Michigan 160 12 $ 25,000 White Female . Michigan 160 13 $ 25,000 White Male . Michigan 140 13 $ 22,000 White Male . Michigan 160 13 $ 30,000 White Male . Michigan 140 12 $ 25,000 White Male $ 660 Michigan 440 12 $ 25,000 White Male $ 450 Michigan 443 18 $ 64,000 White Male . Michigan 255 12 $ 76,000 White Male $ 1,234 Michigan 455 11 $ 18,000 White Female . Michigan 5

0 13 $ 42,000 White Male $ 1,013 Michigan 440 12 $ 26,000 White Male $ 500 Michigan 437 12 $ 30,000 White Female $ 577 Michigan 440 13 $ 58,500 White Male . Michigan 635 12 $ 16,000 White Female . Michigan 637 13 $ 12,000 White Male . Michigan 651 12 $ 25,000 White Male . Michigan 845 13 $ 30,000 White Male . Michigan 650 13 $ - White Male . Michigan 648 8 $ 3,000 White Male . Michigan 740 8 $ 17,000 White Female . Michigan 750 12 $ 28,825 White Male . Michigan 545 13 $ 20,000 White Female . Michigan 555 16 $ 115,000 White Male . Michigan 145 16 $ 55,000 White Female . Michigan 740 16 $ 28,000 White Male . Michigan 540 11 $ 30,000 White Male . Michigan 558 18 $ 62,000 White Male $ 1,250 Michigan 840 16 $ - White Female . Michigan 840 11.5 $ 38,000 White Male . Michigan 640 12 $ 9,000 White Male . Michigan 560 18 $ 90,000 White Male . Michigan 140 16 $ 110,000 White Male $ 2,115 Michigan 460 16 $ 135,000 White Male $ 2,596 Michigan 440 12 $ 14,000 IndEsk Male . Michigan 636 16 $ 12,000 White Female . Michigan 140 16 $ 70,000 AsianPI Male . Michigan 165 16 $ 3,500 White Male . Michigan 180 18 $ 55,000 White Male . Michigan 140 16 $ 65,000 White Male . Michigan 140 13 $ 45,000 White Male $ 865 Michigan 840 16 $ 52,000 White Female . Michigan 6

0 12 $ - White Male . Michigan 660 13 $ 41,000 White Male . Michigan 640 13 $ 34,000 White Female . Michigan 656 13 $ 24,000 White Male $ 1,261 Michigan 850 18 $ 88,000 White Male $ 1,731 Michigan 8

35 16 $ 23,000 White Female $ 481 Michigan 840 18 $ 40,000 White Male $ 769 Michigan 837 13 $ 20,000 White Female $ 509 Michigan 850 13 $ 69,000 White Male . Michigan 150 16 $ 75,000 White Male . Michigan 140 13 $ 23,300 Black Male . Michigan 240 16 $ 25,000 Black Female . Michigan 240 13 $ 60,000 White Male . Michigan 370 18 $ 88,000 White Male . Michigan 140 13 $ 23,000 White Male . Michigan 740 13 $ 16,598 Black Male . Michigan 740 12 $ 18,000 White Male . Michigan 650 12 $ 23,000 White Female . Michigan 640 13 $ - White Female . Michigan 640 16 $ 90,000 AsianPI Male . Michigan 5

0 18 $ - White Male . Michigan 545 16 $ 68,000 White Female . Michigan 540 18 $ 15,916 White Male . Michigan 260 18 $ 84,849 White Female . Michigan 240 13 $ 31,000 White Female . Michigan 240 12 $ 34,000 White Male . Michigan 560 18 $ 306,731 White Male . Michigan 540 12 $ 25,000 White Male . Michigan 140 12 $ 36,000 White Female . Michigan 140 16 $ 45,000 Black Male . Michigan 360 16 $ 30,000 Black Female . Michigan 350 13 $ 5,000 Black Female . Michigan 335 13 $ 14,000 Black Female . Michigan 345 13 $ 15,000 White Female . Michigan 145 12 $ 30,000 White Male . Michigan 150 13 $ 20,000 White Male . Michigan 850 16 $ 88,000 White Male $ 1,500 Michigan 840 16 $ 27,040 White Female $ 520 Michigan 840 13 $ 32,000 Black Male . Michigan 740 12 $ 57,200 White Male . Michigan 640 18 $ 36,184 White Female $ 1,150 Michigan 850 13 $ 65,000 White Male $ 1,100 Michigan 842 12 $ 25,000 White Female $ 238 Michigan 848 16 $ 32,600 White Male $ 400 Michigan 845 12 $ 60,000 White Male . Michigan 635 12 $ 24,000 White Female . Michigan 645 14 $ 29,000 White Male $ 570 Michigan 840 16 $ 46,800 White Male . Michigan 340 12 $ 31,000 White Male . Michigan 345 13 $ 3,000 White Male $ 444 Michigan 455 13 $ 100,000 White Male . Michigan 640 18 $ 22,713 White Female . Michigan 735 11 $ - White Male . Michigan 748 12 $ 21,000 White Female $ 300 Michigan 845 16 $ 28,674 White Female $ 588 Michigan 851 12 $ 11,887 White Female . Michigan 645 12 $ 26,000 White Male . Michigan 735 12 $ 13,988 White Female . Michigan 740 12 $ 2,500 White Male . Michigan 3

40 12 $ 50,000 White Male . Michigan 335 12 $ 4,990 White Female $ 100 Michigan 455 12 $ 30,000 White Male $ 577 Michigan 475 10 $ 32,479 White Male . Michigan 590 13 $ 52,000 White Female . Michigan 560 18 $ 33,200 White Male . Michigan 599 12 $ - White Male . Michigan 540 12 $ 11,000 White Female . Michigan 155 12 $ 33,606 White Male . Michigan 540 12 $ 15,000 White Female . Michigan 540 13 $ - White Male . Michigan 340 12 $ 15,000 White Female . Michigan 340 16 $ 40,000 White Female . Michigan 260 16 $ 44,850 White Male . Michigan 240 13 $ 52,000 White Male . Michigan 640 13 $ 39,000 White Male . Michigan 140 11 $ - White Male . Michigan 440 12 $ 28,000 White Female $ 480 Michigan 440 13 $ - White Female . Michigan 340 12 $ 40,997 White Male . Michigan 738 14 $ 31,535 White Female . Michigan 740 12 $ 24,000 White Male $ 506 Michigan 840 18 $ 65,000 White Male $ 1,400 Michigan 840 12 $ 21,000 White Male $ 400 Michigan 440 13 $ 50,000 White Male . Michigan 640 13 $ 45,000 White Female . Michigan 745 16 $ 35,000 White Male $ 1,384 Michigan 840 12 $ 50,000 White Male $ 962 Michigan 838 12 $ 21,000 White Female $ 418 Michigan 853 12 $ 34,000 White Male $ 650 Michigan 450 16 $ 25,000 White Female . Michigan 760 13 $ 18,200 White Male . Michigan 744 18 $ - White Female . Michigan 840 16 $ - White Male . Michigan 840 12 $ 50,000 White Male . Michigan 1

0 13 $ 8,000 White Female . Michigan 140 12 $ 25,000 White Male . Michigan 140 12 $ 19,000 White Female . Michigan 140 12 $ 29,000 White Male . Michigan 140 12 $ 28,000 White Male . Michigan 155 12 $ 35,400 White Male . Michigan 142 12 $ 32,240 White Male $ 620 Michigan 4

0 12 $ 6,000 White Female . Michigan 740 12 $ 9,359 White Male . Michigan 740 12 $ 5,000 IndEsk Male $ 560 Michigan 840 13 $ 58,000 White Male . Michigan 740 12 $ 18,000 White Female . Michigan 740 12 $ 36,312 White Male . Michigan 760 16 $ 31,579 White Male . Michigan 740 12 $ 25,000 White Male . Michigan 345 12 $ 2,242 White Female $ 300 Michigan 840 10 $ 40,000 White Male . Michigan 570 12 $ - White Male . Michigan 340 18 $ 42,500 White Female . Michigan 7

45 16 $ 20,000 White Male . Michigan 745 16 $ 32,000 White Female . Michigan 540 12 $ 17,000 White Male . Michigan 240 13 $ 109,925 White Male $ 480 Michigan 840 13 $ 14,000 White Female $ 349 Michigan 843 16 $ 45,000 White Female . Michigan 750 11.5 $ 23,001 White Male . Michigan 740 12 $ 5,600 White Male $ 220 Michigan 856 13 $ 50,000 White Male . Michigan 540 12 $ 20,100 White Female . Michigan 240 14 $ 34,500 White Male $ 326 Michigan 445 12 $ 8,100 White Female $ 146 Michigan 440 12 $ 25,000 White Male $ 529 Michigan 440 13 $ 15,500 White Female $ 340 Michigan 440 13 $ 41,344 White Male $ 599 Michigan 836 13 $ 9,797 White Female $ 233 Michigan 840 13 $ 15,641 White Male $ 348 Michigan 840 13 $ 58,000 White Male . Michigan 1

0 16 $ 17,000 White Male $ 2,615 Michigan 880 12 $ 11,000 White Female . Michigan 150 12 $ 7,500 White Female . Michigan 240 12 $ 32,000 White Male . Michigan 640 12 $ 18,000 White Female . Michigan 640 11 $ 56,550 White Male . Michigan 340 10 $ 3,200 White Male . Michigan 338 12 $ 12,000 IndEsk Female . Michigan 140 12 $ 36,400 White Male . Michigan 145 13 $ 12,500 White Male . Michigan 640 12 $ 3,168 White Female . Michigan 1

0 12 $ - White Male . Michigan 140 12 $ 30,000 White Male . Michigan 140 12 $ 17,000 White Female . Michigan 150 12 $ 36,400 White Male . Michigan 548 13 $ 36,400 White Male $ 475 Michigan 440 12 $ 35,000 White Male $ 480 Michigan 440 13 $ 12,000 White Female $ 110 Michigan 448 10 $ 9,000 White Female $ 394 Michigan 860 13 $ 30,000 White Male . Michigan 340 13 $ 22,000 White Female . Michigan 750 14 $ 37,000 White Male $ 880 Michigan 445 12 $ 34,000 White Male . Michigan 540 18 $ 40,000 White Female . Michigan 5

0 13 $ 54,000 White Male $ 900 Michigan 440 10 $ 22,000 White Male . Michigan 540 12 $ 12,000 White Female . Michigan 5



0 18 $ 46,480 White Female . Michigan 245 14 $ 44,460 White Male . Michigan 240 13 $ 15,000 White Male . Michigan 736 13 $ 27,000 White Female . Michigan 740 12 $ 29,000 White Female . Michigan 5

40 12 $ 18,000 White Female . Michigan 640 9 $ - White Male . Michigan 840 14 $ 3,660 White Female $ 315 Michigan 840 11 $ 25,000 White Male $ 2,500 Michigan 840 12 $ 17,800 White Female $ 380 Michigan 890 12 $ 35,000 White Male . Michigan 750 13 $ 48,000 White Male $ 1,050 Michigan 448 13 $ 40,000 White Male $ 500 Michigan 435 13 $ - White Female . Michigan 440 16 $ 48,000 White Male $ 923 Michigan 448 13 $ 30,000 White Male $ 576 Michigan 455 12 $ 84,225 White Male . Michigan 640 12 $ 33,000 White Male . Michigan 640 12 $ 29,000 White Female . Michigan 640 10 $ 7,000 White Male . Wisconsi 6

0 16 $ 44,000 White Male . Wisconsi 755 16 $ 40,000 White Male . Wisconsi 7

0 13 $ 22,750 White Female $ 125 Wisconsi 450 18 $ 90,002 White Male $ 1,846 Wisconsi 840 14 $ 40,000 White Female $ 808 Wisconsi 840 13 $ 62,000 White Male $ 1,100 Wisconsi 846 18 $ 13,840 White Female . Wisconsi 695 16 $ 70,000 White Female . Wisconsi 545 18 $ - Black Female . Wisconsi 440 13 $ 48,000 White Female . Wisconsi 640 16 $ 34,000 White Male . Wisconsi 750 12 $ 31,000 White Female . Wisconsi 150 12 $ 41,600 White Male . Wisconsi 145 12 $ 30,000 White Female . Wisconsi 756 13 $ 48,000 White Male . Wisconsi 245 18 $ 50,000 White Female . Wisconsi 148 18 $ 47,905 White Male . Wisconsi 140 12 $ - White Male . Wisconsi 740 12 $ 10,000 White Female . Wisconsi 750 12 $ 25,000 White Female . Wisconsi 240 12 $ 35,828 White Male . Wisconsi 553 13 $ - White Female . Wisconsi 740 13 $ 43,275 White Male . Wisconsi 737 14 $ 18,000 Black Male $ 274 Wisconsi 840 12 $ 20,800 White Male . Wisconsi 240 12 $ 13,000 White Female . Wisconsi 240 13 $ 29,500 White Female . Wisconsi 140 12 $ 30,000 White Male . Wisconsi 140 16 $ 20,000 White Female . Wisconsi 735 11 $ 26,000 White Female $ 577 Wisconsi 841 16 $ 12,200 White Female . Wisconsi 660 18 $ 62,000 White Male $ 1,200 Wisconsi 840 12 $ 17,740 White Female . Wisconsi 340 12 $ 19,056 White Male . Wisconsi 340 12 $ 6,659 White Female . Wisconsi 340 13 $ 38,000 White Male . Wisconsi 765 16 $ 75,000 White Male $ 1,346 Wisconsi 840 16 $ 34,000 Black Female . Wisconsi 340 13 $ 34,000 White Male $ 971 Wisconsi 4

40 12 $ 18,500 White Female $ 361 Wisconsi 454 13 $ 20,000 White Female . Wisconsi 740 14 $ 3,000 White Male . Wisconsi 750 16 $ 35,000 White Female . Wisconsi 750 12 $ 50,000 White Female . Wisconsi 740 18 $ 50,000 White Female . Wisconsi 740 13 $ 15,800 IndEsk Female . Wisconsi 245 12 $ 17,000 White Female . Wisconsi 240 13 $ 29,000 White Male . Wisconsi 263 16 $ 26,000 White Male . Wisconsi 240 18 $ 110,000 White Male . Wisconsi 240 16 $ 41,111 White Male . Wisconsi 240 13 $ 21,000 White Female . Wisconsi 640 13 $ 42,000 White Male . Wisconsi 645 13 $ 50,000 White Male . Wisconsi 140 13 $ 30,000 White Male . Wisconsi 650 12 $ 45,000 White Male . Wisconsi 642 13 $ 59,000 White Male . Wisconsi 140 12 $ 38,000 White Male . Wisconsi 170 18 $ 50,000 White Female . Wisconsi 280 18 $ - White Male . Wisconsi 240 12 $ 10,000 Black Female . Wisconsi 140 12 $ 18,200 White Male . Wisconsi 140 10 $ 10,400 White Female . Wisconsi 140 12 $ 20,000 White Female $ 634 Wisconsi 840 8 $ 31,169 White Male $ 490 Wisconsi 836 12 $ 18,000 White Male . Wisconsi 640 12 $ 27,000 White Female . Wisconsi 545 13 $ 12,000 White Male . Wisconsi 540 18 $ 103,000 White Male . Wisconsi 140 16 $ 24,000 White Male . Wisconsi 140 12 $ 40,000 White Male . Wisconsi 540 12 $ 24,000 White Female . Wisconsi 540 13 $ 22,000 White Male . Wisconsi 550 16 $ 63,500 White Female . Wisconsi 740 12 $ 29,000 White Female . Wisconsi 540 12 $ 23,300 White Male . Wisconsi 340 13 $ 22,000 White Female . Wisconsi 544 18 $ 47,000 White Female . Wisconsi 740 13 $ 72,000 White Male . Wisconsi 340 13 $ 15,000 White Male . Wisconsi 540 12 $ 1,500 Black Male . Wisconsi 540 12 $ 2,600 Black Male . Wisconsi 540 12 $ 15,000 Black Female $ 300 Wisconsi 845 13 $ 24,000 White Male . Wisconsi 745 12 $ 35,000 White Male . Wisconsi 340 10 $ 14,000 White Female . Wisconsi 355 12 $ 36,000 White Male . Wisconsi 350 16 $ 55,000 White Male . Wisconsi 240 13 $ 28,000 Black Male . Wisconsi 640 12 $ 18,000 Black Female . Wisconsi 660 12 $ 20,000 White Male . Wisconsi 740 10 $ 10,000 Black Male . Wisconsi 545 13 $ 43,000 White Male . Wisconsi 5

45 12 $ 25,000 White Male . Wisconsi 543 12 $ 110,000 White Male . Wisconsi 740 12 $ 23,000 White Female . Wisconsi 140 12 $ 23,000 White Female . Wisconsi 140 12 $ 13,000 White Female . Wisconsi 140 13 $ 8,000 White Female . Wisconsi 240 18 $ 52,000 White Male . Wisconsi 148 13 $ 43,500 White Male $ 370 Wisconsi 840 13 $ 49,000 White Female $ 2,885 Wisconsi 840 14 $ 35,000 White Male $ 360 Wisconsi 896 13 $ - White Male . Wisconsi 842 16 $ 35,000 White Female $ 571 Wisconsi 840 16 $ 24,400 White Female $ 615 Wisconsi 8

0 18 $ 42,000 AsianPI Male $ 808 Wisconsi 850 10 $ 55,000 White Male . Wisconsi 740 11 $ 28,000 White Female . Wisconsi 740 13 $ 50,000 White Male . Wisconsi 652 16 $ 90,000 White Male . Wisconsi 360 16 $ 65,000 White Male . Wisconsi 240 18 $ 113,925 White Male . Wisconsi 250 12 $ 132,000 White Male . Wisconsi 240 16 $ 30,000 White Male $ 596 Wisconsi 856 13 $ 48,000 White Male $ 720 Wisconsi 840 12 $ 38,000 White Male $ 529 Wisconsi 852 13 $ 31,620 White Female $ 560 Wisconsi 840 12 $ 25,376 White Female $ 488 Wisconsi 462 12 $ 26,000 White Female . Wisconsi 550 12 $ 14,000 White Male . Wisconsi 550 13 $ 35,000 White Male . Wisconsi 540 16 $ 53,230 White Male $ 753 Wisconsi 445 16 $ 33,000 White Male $ 712 Wisconsi 455 16 $ 44,000 White Female $ 600 Wisconsi 4

0 13 $ 18,200 IndEsk Female $ 299 Wisconsi 40 13 $ 41,000 White Male . Wisconsi 7

50 16 $ 30,000 White Female $ 635 Wisconsi 840 13 $ 6,000 Black Female $ 251 Wisconsi 840 12 $ 31,200 White Female . Wisconsi 240 12 $ 45,000 White Male . Wisconsi 238 12 $ 5,498 White Female . Wisconsi 240 13 $ 21,840 White Male . Wisconsi 265 12 $ 56,800 White Male . Wisconsi 145 16 $ 60,000 White Male . Wisconsi 140 12 $ 25,000 White Male . Wisconsi 245 12 $ 35,000 White Male . Wisconsi 255 8 $ 50,000 White Male . Wisconsi 260 18 $ 306,731 White Male . Wisconsi 240 13 $ 31,200 Black Female . Wisconsi 135 12 $ 35,000 Black Male $ 525 Wisconsi 840 12 $ 11,000 Black Male $ 240 Wisconsi 855 11 $ 28,000 White Male . Wisconsi 345 12 $ 17,680 White Female . Wisconsi 340 10 $ 24,400 White Male . Wisconsi 140 16 $ 37,000 White Male . Wisconsi 540 16 $ 32,000 White Female . Wisconsi 5

40 16 $ 29,000 White Male . Wisconsi 740 12 $ 25,000 White Male . Wisconsi 740 16 $ 32,000 White Female . Wisconsi 140 12 $ - White Male . Wisconsi 145 16 $ 28,500 White Female . Wisconsi 650 18 $ 32,000 White Male . Wisconsi 250 13 $ 32,000 White Male $ 800 Wisconsi 840 12 $ 20,000 White Female $ 320 Wisconsi 840 12 $ 20,000 Black Female . Wisconsi 240 12 $ 25,000 White Female $ 320 Wisconsi 870 12 $ 36,000 White Male $ 865 Wisconsi 850 12 $ 50,000 White Male . Wisconsi 740 12 $ 21,000 White Male . Wisconsi 180 16 $ 56,000 White Female . Wisconsi 172 13 $ 37,000 White Male . Wisconsi 185 16 $ 46,000 White Male $ 923 Wisconsi 840 12 $ 48,000 White Male $ 779 Wisconsi 440 12 $ 17,000 Black Female . Wisconsi 247 13 $ 26,000 Black Female . Wisconsi 235 18 $ 40,000 White Male . Wisconsi 365 12 $ 2,000 AsianPI Female . Wisconsi 380 12 $ 42,000 AsianPI Male . Wisconsi 340 12 $ 22,000 Black Female $ 442 Wisconsi 840 13 $ 52,000 White Female . Wisconsi 740 12 $ 26,000 White Female $ 491 Wisconsi 845 18 $ 52,000 White Male . Wisconsi 748 18 $ 66,000 White Female . Wisconsi 7

0 12 $ 5,200 White Male . Wisconsi 540 16 $ 20,000 White Female . Wisconsi 640 12 $ 20,000 White Female . Wisconsi 656 11 $ 12,960 White Male . Wisconsi 640 12 $ 22,500 White Male . Wisconsi 540 13 $ 20,000 White Male . Wisconsi 150 11 $ 2,940 Black Female . Wisconsi 140 11 $ 19,000 Black Female . Wisconsi 140 18 $ 45,000 White Female . Wisconsi 140 12 $ 22,000 White Female . Wisconsi 140 13 $ 20,000 White Female . Wisconsi 140 12 $ 35,000 White Male . Wisconsi 140 13 $ 56,000 White Male . Wisconsi 340 13 $ 18,000 White Male . Wisconsi 340 13 $ 31,004 White Female . Wisconsi 740 16 $ 14,000 White Female $ 364 Wisconsi 470 18 $ - White Male . Wisconsi 740 16 $ 60,000 White Female . Wisconsi 740 12 $ 20,000 White Female . Wisconsi 640 12 $ 50,913 White Male . Wisconsi 640 11 $ 25,000 White Male . Wisconsi 562 16 $ 28,000 White Female . Wisconsi 660 13 $ 35,000 White Male . Wisconsi 645 13 $ 40,000 White Male . Wisconsi 7

0 16 $ 30,500 White Female . Wisconsi 740 13 $ 45,000 White Male . Wisconsi 655 18 $ 110,000 White Male . Wisconsi 2

40 16 $ 24,000 White Female . Wisconsi 265 18 $ 100,000 White Male . Wisconsi 245 13 $ 45,000 White Male . Wisconsi 240 13 $ 23,000 White Male . Wisconsi 240 13 $ 23,000 White Male . Wisconsi 255 18 $ 90,000 White Male . Wisconsi 250 16 $ 55,000 White Male . Wisconsi 255 18 $ 43,000 White Male . Wisconsi 740 16 $ 42,000 White Female . Wisconsi 7

0 18 $ - White Male . Wisconsi 440 16 $ 46,000 White Female . Wisconsi 680 13 $ 50,000 White Male . Wisconsi 660 12 $ 35,000 White Male . Wisconsi 140 11.5 $ 25,000 White Male . Wisconsi 145 16 $ 50,000 White Male . Wisconsi 545 16 $ - White Female . Wisconsi 575 12 $ 51,000 White Male . Wisconsi 545 12 $ 18,000 White Female . Wisconsi 540 12 $ 30,000 White Male . Wisconsi 640 13 $ 35,000 White Male . Wisconsi 640 12 $ 23,000 White Female . Wisconsi 640 12 $ 10,998 White Male . Wisconsi 140 13 $ 56,000 White Male . Wisconsi 140 16 $ 43,000 White Female . Wisconsi 140 13 $ 16,900 White Male $ 320 Wisconsi 860 16 $ 90,000 White Male . Wisconsi 175 18 $ 30,000 White Female . Wisconsi 140 12 $ 32,000 White Female $ 292 Wisconsi 840 12 $ 61,000 White Male $ 660 Wisconsi 840 16 $ 40,000 White Male $ 471 Wisconsi 850 13 $ 43,000 White Male . Wisconsi 740 18 $ 75,000 White Male . Wisconsi 640 18 $ 23,000 White Female . Wisconsi 640 16 $ 35,000 White Female . Wisconsi 340 18 $ 52,000 Black Female . Wisconsi 640 13 $ 49,800 White Male $ 958 Wisconsi 845 16 $ 67,000 White Male $ 1,288 Wisconsi 860 16 $ 35,000 White Male . Wisconsi 640 13 $ 12,000 White Female . Wisconsi 665 18 $ 366,656 White Male . Wisconsi 559 16 $ 8,000 White Female . Wisconsi 5

0 18 $ 45,000 White Female $ 276 Wisconsi 40 18 $ 10,000 White Male . Wisconsi 4

40 13 $ 3,000 White Male . Wisconsi 635 12 $ 10,000 White Female . Wisconsi 640 13 $ 42,000 White Male . Wisconsi 240 18 $ 110,000 White Male . Wisconsi 550 18 $ 33,000 White Female . Wisconsi 5

0 16 $ 33,464 White Male $ 581 Wisconsi 850 13 $ 59,000 White Male . Wisconsi 545 16 $ 47,668 White Female . Wisconsi 540 18 $ 42,000 White Male . Wisconsi 140 16 $ 46,000 White Female . Wisconsi 140 16 $ 60,000 White Male . Wisconsi 1

40 16 $ 34,000 White Female . Wisconsi 140 13 $ 17,601 White Male . Wisconsi 250 16 $ 56,000 White Female $ 1,077 Wisconsi 843 12 $ 31,446 White Male $ 605 Wisconsi 840 18 $ 37,000 White Female . Wisconsi 748 12 $ 36,000 White Male . Wisconsi 644 13 $ 22,900 White Female . Wisconsi 6

0 13 $ 150,000 White Male . Wisconsi 545 18 $ 88,000 White Male . Wisconsi 545 13 $ 26,775 White Female $ 568 Wisconsi 850 12 $ 40,000 White Male . Wisconsi 340 16 $ 306,731 White Male $ 1,346 Wisconsi 845 12 $ 30,000 White Female . Wisconsi 340 12 $ 42,000 White Male $ 710 Wisconsi 440 12 $ 6,000 White Male . Wisconsi 640 12 $ 14,000 White Female . Wisconsi 640 13 $ 315,731 White Male . Wisconsi 740 12 $ 13,000 White Female . Wisconsi 760 12 $ 23,400 White Male . Wisconsi 740 13 $ 40,560 White Male $ 780 Wisconsi 840 18 $ 72,160 White Female $ 1,760 Wisconsi 840 16 $ 57,000 White Male . Wisconsi 346 12 $ 25,000 White Male $ 556 Wisconsi 440 13 $ 25,400 White Male $ 542 Wisconsi 465 16 $ 306,731 White Male $ 2,885 Wisconsi 845 16 $ 45,000 White Male $ 865 Wisconsi 850 16 $ 75,000 White Male $ 1,442 Wisconsi 840 13 $ - White Female . Wisconsi 845 12 $ 47,000 White Male $ 996 Wisconsi 850 12 $ 32,000 White Male . Wisconsi 745 13 $ 26,000 White Female . Wisconsi 744 12 $ 15,000 White Female . Wisconsi 2

0 10 $ 23,000 White Male . Wisconsi 240 12 $ 35,000 White Male . Wisconsi 240 11.5 $ 37,000 White Male . Wisconsi 240 16 $ 27,000 White Female . Wisconsi 540 12 $ 32,000 White Male . Wisconsi 740 18 $ 70,000 White Male . Wisconsi 740 12 $ 43,000 White Male . Wisconsi 1

0 12 $ 40,000 White Male . Wisconsi 340 12 $ 30,000 White Male . Wisconsi 340 12 $ 50,831 White Male . Wisconsi 758 16 $ 70,000 White Male . Wisconsi 340 16 $ 41,912 White Female $ 846 Wisconsi 440 16 $ 43,000 White Male . Wisconsi 555 10 $ 28,500 White Male . Wisconsi 155 16 $ 22,000 White Male . Wisconsi 147 8 $ 2,000 White Female . Wisconsi 150 16 $ 42,000 White Female $ 808 Wisconsi 838 13 $ 22,000 AsianPI Male . Wisconsi 540 14 $ 24,000 AsianPI Female . Wisconsi 558 12 $ 15,000 White Male . Wisconsi 348 13 $ 9,680 White Male . Wisconsi 3

0 13 $ 35,000 White Male . Wisconsi 7

45 12 $ 60,000 White Male . Wisconsi 640 12 $ 31,000 White Female . Wisconsi 645 13 $ 31,000 White Male . Wisconsi 240 12 $ 15,000 White Female . Wisconsi 250 16 $ 42,400 White Female $ 1,060 Wisconsi 845 13 $ 40,000 White Female . Wisconsi 640 12 $ 75,000 White Male . Wisconsi 640 12 $ 45,000 White Male $ 1,083 Wisconsi 440 12 $ 23,000 White Female $ 410 Wisconsi 440 13 $ 26,000 White Male . Wisconsi 745 12 $ 27,000 White Male . Wisconsi 740 13 $ 60,000 White Male . Wisconsi 540 13 $ 22,000 White Female $ 442 Wisconsi 440 13 $ 19,000 White Male $ 916 Wisconsi 440 12 $ 25,000 White Female $ 500 Wisconsi 440 12 $ 14,000 White Male $ 583 Wisconsi 440 11 $ 17,264 White Female $ 576 Wisconsi 440 13 $ 58,000 White Male . Wisconsi 440 13 $ 20,000 White Female . Wisconsi 440 13 $ 21,000 White Female . Wisconsi 240 12 $ 26,992 White Male . Wisconsi 740 12 $ 13,242 White Female . Wisconsi 740 13 $ 30,000 White Male . Wisconsi 745 16 $ 26,000 White Male . Wisconsi 345 16 $ 45,000 White Female . Wisconsi 540 13 $ 14,000 White Female . Wisconsi 5

0 16 $ 40,000 White Male . Wisconsi 340 12 $ 25,000 White Female . Wisconsi 5

0 12 $ - White Male . Wisconsi 755 14 $ 50,000 White Female $ 576 Wisconsi 450 16 $ 26,000 White Female . Wisconsi 745 13 $ 29,800 White Female . Wisconsi 245 12 $ 20,000 White Male . Wisconsi 260 12 $ 35,000 White Male . Wisconsi 245 18 $ 53,000 White Male . Wisconsi 540 16 $ 36,000 White Female . Wisconsi 540 12 $ 30,104 White Female . Wisconsi 640 18 $ 55,000 White Male . Wisconsi 640 18 $ 43,000 White Male . Wisconsi 540 8 $ 17,000 White Male . Wisconsi 240 12 $ 21,320 White Male $ 410 Wisconsi 840 12 $ 26,000 White Male $ 583 Wisconsi 850 13 $ 48,916 White Male $ 941 Wisconsi 860 12 $ 26,130 White Female $ 496 Wisconsi 845 16 $ 38,000 White Male . Wisconsi 540 12 $ 27,000 White Male . Wisconsi 540 12 $ 27,000 White Female . Wisconsi 550 13 $ 53,000 White Male . Wisconsi 645 12 $ 40,000 White Male . Wisconsi 550 13 $ 75,000 White Male . Wisconsi 645 16 $ 8,000 White Female . Wisconsi 645 18 $ 72,474 White Male $ 1,394 Wisconsi 835 16 $ 11,870 White Female $ 196 Wisconsi 850 13 $ 12,050 White Male $ 280 Wisconsi 8

0 13 $ 5,000 White Female . Wisconsi 466 13 $ - White Male . Wisconsi 435 12 $ - White Female . Wisconsi 450 16 $ 53,000 White Male . Wisconsi 150 12 $ 48,000 White Female . Wisconsi 140 16 $ 100,000 White Male . Wisconsi 374 18 $ 86,000 White Male . Wisconsi 340 18 $ 63,000 AsianPI Male $ 997 Wisconsi 440 16 $ 28,500 AsianPI Female $ 496 Wisconsi 450 12 $ 28,500 White Male $ 538 Wisconsi 441 12 $ 18,365 White Female . Wisconsi 745 13 $ 45,000 White Female $ 788 Wisconsi 850 13 $ 24,500 White Male $ 481 Wisconsi 840 16 $ 100,000 White Male . Wisconsi 340 12 $ 16,860 White Male . Wisconsi 240 8 $ 12,000 White Female . Wisconsi 240 11.5 $ 20,000 White Male . Wisconsi 260 16 $ 40,000 White Female . Wisconsi 280 11 $ 20,000 White Male . Wisconsi 250 12 $ 33,800 White Male . Wisconsi 240 13 $ 18,000 White Female $ 354 Wisconsi 845 13 $ 41,100 White Male $ 823 Wisconsi 8

0 16 $ 48,000 White Male . Wisconsi 750 13 $ 34,971 White Male $ 728 Wisconsi 840 13 $ 33,000 White Female $ 641 Wisconsi 440 12 $ 25,000 White Female $ 491 Wisconsi 460 12 $ 30,000 White Male . Wisconsi 535 12 $ 11,000 White Female . Wisconsi 590 12 $ - White Male . Wisconsi 8

100 12 $ 6,665 White Female . Wisconsi 848 12 $ - White Male . Wisconsi 350 12 $ - White Female . Wisconsi 345 12 $ 27,372 White Female $ 526 Wisconsi 445 18 $ 33,000 White Female . Wisconsi 645 16 $ 36,000 White Male . Wisconsi 640 11 $ 19,019 White Male . Wisconsi 640 16 $ 34,000 White Male $ 654 Wisconsi 843 13 $ 25,650 White Male . Wisconsi 354 13 $ 36,000 White Male $ 673 Wisconsi 440 13 $ 21,000 White Female $ 404 Wisconsi 440 12 $ 28,774 White Male . Wisconsi 340 11 $ 10,064 White Female . Wisconsi 336 13 $ 11,500 White Female . Wisconsi 343 12 $ 26,000 White Male . Wisconsi 3

0 13 $ 10,000 White Female . Wisconsi 340 12 $ 34,000 White Male $ 654 Wisconsi 840 11 $ 28,600 White Male . Wisconsi 343 13 $ 9,874 White Female . Wisconsi 340 11 $ 17,472 AsianPI Male . Wisconsi 340 13 $ 16,640 White Female . Wisconsi 562 13 $ 107,828 White Male . Wisconsi 540 13 $ 25,000 White Male $ 385 Wisconsi 440 12 $ 24,000 White Female $ 375 Wisconsi 440 12 $ 28,000 White Male $ 600 Wisconsi 8

60 12 $ 60,000 White Male . Wisconsi 140 12 $ 24,500 White Female . Wisconsi 540 12 $ 31,400 White Male . Wisconsi 2

0 16 $ 17,000 White Male $ 375 Wisconsi 440 18 $ 45,000 White Female . Wisconsi 240 12 $ 50,000 White Male . Wisconsi 250 12 $ 20,470 White Female . Wisconsi 335 13 $ 13,000 White Female . Wisconsi 140 12 $ 29,829 White Male . Wisconsi 770 12 $ 46,000 White Male . Wisconsi 640 12 $ 25,000 White Female $ 500 Wisconsi 440 12 $ 25,000 White Male $ 1,170 Wisconsi 452 18 $ 52,000 IndEsk Male . Wisconsi 140 12 $ 26,000 White Male . Wisconsi 140 12 $ 20,000 White Female . Wisconsi 136 12 $ 27,000 White Male . Wisconsi 240 13 $ 8,700 White Female . Wisconsi 240 12 $ 18,000 White Male . Wisconsi 740 12 $ 12,000 White Female . Wisconsi 760 12 $ 36,738 White Female . Wisconsi 245 12 $ 76,830 White Male . Wisconsi 240 12 $ 10,600 White Female . Wisconsi 640 11.5 $ 30,000 White Male . Wisconsi 6

0 8 $ 28,000 White Male . Wisconsi 670 16 $ 31,000 White Male . Wisconsi 570 16 $ 18,000 White Female . Wisconsi 540 9 $ 40,631 White Male $ 875 Wisconsi 840 16 $ 40,800 White Male $ 800 Wisconsi 440 12 $ 29,000 White Female $ 450 Wisconsi 4

0 12 $ 12,650 White Female $ 330 Wisconsi 440 16 $ 100,000 White Male $ 962 Wisconsi 437 13 $ 18,888 White Female $ 481 Wisconsi 437 13 $ 24,138 White Female $ 373 Wisconsi 440 12 $ 36,000 White Male . Wisconsi 640 14 $ 27,000 White Female . Wisconsi 636 13 $ 30,000 White Male . Wisconsi 640 12 $ 400 Black Male . Wisconsi 399 11.5 $ 500 White Male . Wisconsi 345 13 $ 42,200 White Male . Wisconsi 638 12 $ 32,000 White Female . Wisconsi 640 12 $ 25,000 White Female . Wisconsi 345 12 $ 16,900 White Male . Wisconsi 640 13 $ 9,000 White Female . Wisconsi 640 12 $ 28,000 White Male . Wisconsi 545 12 $ 21,000 White Male . Wisconsi 545 12 $ 20,000 White Male . Wisconsi 540 14 $ 12,000 White Female . Wisconsi 650 12 $ - White Male . Wisconsi 650 16 $ 60,000 White Male $ 1,154 Wisconsi 840 12 $ - White Male . Wisconsi 850 16 $ 12,700 White Female $ 231 Wisconsi 840 12 $ 82,000 White Male . Wisconsi 640 12 $ 30,000 White Female . Wisconsi 6

0 13 $ - White Female . Wisconsi 5

40 13 $ 40,000 White Male . Wisconsi 540 13 $ 20,000 White Female . Wisconsi 537 12 $ 21,400 White Female $ 323 Wisconsi 880 12 $ 59,925 White Male . Wisconsi 540 12 $ 31,000 White Female . Wisconsi 540 12 $ 12,350 White Female $ 272 Wisconsi 444 13 $ 27,000 White Male $ 519 Wisconsi 490 16 $ 16,800 White Male . Wisconsi 840 12 $ 9,000 White Female $ 320 Wisconsi 440 12 $ 23,660 White Male $ 440 Wisconsi 452 18 $ 36,525 White Male . Wisconsi 3

0 13 $ 20,500 White Female . Wisconsi 550 12 $ 46,400 White Male $ 892 Wisconsi 450 18 $ 60,000 White Male $ 1,538 Wisconsi 850 16 $ 22,000 White Female $ 423 Wisconsi 845 18 $ 37,600 White Female . Wisconsi 640 13 $ 13,500 White Male . Wisconsi 550 12 $ 24,000 White Male . Wisconsi 740 12 $ 47,000 White Male . Wisconsi 240 11 $ 22,000 White Female . Wisconsi 240 12 $ 50,350 White Male . Wisconsi 640 12 $ 19,000 White Male $ 381 Wisconsi 840 12 $ 10,000 White Female . Wisconsi 199 13 $ - White Male . Wisconsi 145 16 $ 25,000 White Male . Wisconsi 145 12 $ 30,000 White Male . Wisconsi 140 12 $ 15,000 White Female . Wisconsi 144 12 $ 33,200 White Female . Wisconsi 648 12 $ 25,000 White Male . Wisconsi 645 12 $ - White Female . Wisconsi 850 12 $ 48,000 White Male $ 923 Wisconsi 845 16 $ 42,000 White Male . Wisconsi 140 12 $ 25,000 White Male . Wisconsi 340 13 $ 28,000 White Female . Wisconsi 340 12 $ 12,400 White Female . Wisconsi 2

0 18 $ 306,731 White Male . Wisconsi 360 12 $ 33,700 White Male $ 554 Wisconsi 438 18 $ 41,300 White Male $ 794 Wisconsi 460 13 $ 59,000 White Male $ 1,260 Wisconsi 440 13 $ 29,500 White Female . Wisconsi 640 12 $ 22,414 White Male . Wisconsi 340 12 $ 37,000 White Male . Wisconsi 336 11 $ 21,000 White Male $ 400 Wisconsi 436 12 $ 12,000 White Female $ 300 Wisconsi 447 13 $ 35,000 White Female . Wisconsi 665 18 $ 38,300 White Male . Wisconsi 336 12 $ 25,000 White Female . Wisconsi 340 13 $ 37,500 White Male . Wisconsi 340 12 $ 23,767 White Male . Wisconsi 340 12 $ 14,000 White Male $ 220 Wisconsi 840 11 $ 11,440 White Female $ 320 Wisconsi 440 11 $ 21,526 White Female $ 320 Wisconsi 440 12 $ 30,000 White Male . Wisconsi 545 13 $ 45,000 White Male . Wisconsi 5

40 12 $ 23,000 White Female . Wisconsi 540 12 $ 20,600 White Male $ 456 Wisconsi 440 12 $ 19,680 White Male . Wisconsi 140 12 $ 33,000 White Male . Wisconsi 240 12 $ 19,000 White Female . Wisconsi 252 13 $ 56,402 White Male . Wisconsi 142 16 $ 16,888 White Male . Wisconsi 140 16 $ 21,000 White Male . Wisconsi 140 16 $ 27,085 White Male . Wisconsi 1

0 18 $ 100,000 White Male . Wisconsi 144 16 $ 41,000 White Female . Wisconsi 140 8 $ 11,240 White Male . Wisconsi 240 12 $ - White Female . Wisconsi 1

0 9 $ 3,000 White Male . Wisconsi 740 12 $ 9,300 White Female . Wisconsi 740 13 $ 27,000 White Female $ 340 Wisconsi 840 12 $ 20,000 White Male . Wisconsi 345 13 $ - White Male . Wisconsi 854 16 $ 16,000 White Female $ 350 Wisconsi 840 16 $ 45,000 White Male . Wisconsi 640 10 $ 28,800 White Male . Wisconsi 640 16 $ 24,000 White Male . Wisconsi 640 16 $ 22,000 White Female . Wisconsi 644 11 $ 31,376 White Male $ 400 Wisconsi 438 16 $ 16,380 White Female $ 399 Wisconsi 450 12 $ 37,000 White Male . Wisconsi 250 18 $ 42,579 White Female . Wisconsi 760 12 $ 9,045 White Male . Wisconsi 340 12 $ - White Male . Wisconsi 2

0 12 $ 43,000 White Male . Wisconsi 199 11 $ - White Male . Wisconsi 299 12 $ - White Female . Wisconsi 240 18 $ 51,705 White Male . Wisconsi 740 16 $ 24,200 White Female . Wisconsi 745 12 $ 45,000 White Male . Wisconsi 140 12 $ 3,600 White Female . Wisconsi 145 16 $ 55,800 White Male . Wisconsi 240 13 $ 20,000 White Male . Wisconsi 247 13 $ 5,000 White Female . Wisconsi 250 12 $ 500 White Male . Wisconsi 140 12 $ 9,900 White Female . Wisconsi 136 12 $ 30,000 White Male . Wisconsi 699 13 $ - White Male . Wisconsi 350 16 $ 9,600 White Male . Wisconsi 540 12 $ 32,000 White Female . Wisconsi 5

0 12 $ 15,000 White Male $ 288 Wisconsi 435 12 $ 8,000 White Female $ 200 Wisconsi 440 12 $ 30,000 White Male . Wisconsi 335 12 $ 15,000 White Female . Wisconsi 340 16 $ 33,200 IndEsk Female $ 615 Wisconsi 855 13 $ 16,400 White Male $ 308 Wisconsi 840 16 $ 21,000 White Male . Wisconsi 240 12 $ 22,500 White Female . Wisconsi 2

0 11 $ - White Male . Wisconsi 3

0 12 $ - White Female . Wisconsi 30 18 $ 150,000 White Male . Wisconsi 10 18 $ 150,000 White Female . Wisconsi 1

50 11 $ 15,611 White Male . Wisconsi 540 12 $ 27,040 White Male . Wisconsi 560 13 $ - White Male . Wisconsi 150 13 $ 19,000 White Female . Wisconsi 150 16 $ 2,600 White Male . Wisconsi 840 11 $ 15,000 White Male . Wisconsi 599 16 $ - White Male . Wisconsi 440 12 $ 15,000 White Female $ 140 Wisconsi 475 12 $ 12,000 White Male $ 269 Wisconsi 840 12 $ 11,000 White Female . Wisconsi 340 12 $ 52,500 White Male . Wisconsi 340 12 $ 19,500 White Female . Wisconsi 340 13 $ 27,300 White Male . Wisconsi 340 12 $ 19,000 White Female . Wisconsi 340 16 $ 27,000 White Male . Wisconsi 540 13 $ 9,800 IndEsk Female $ 280 Wisconsi 840 12 $ 25,000 White Female . Wisconsi 345 16 $ 26,000 White Male . Wisconsi 340 12 $ 12,120 White Female . Wisconsi 340 12 $ 9,320 White Male . Wisconsi 340 10 $ 25,000 White Male . Wisconsi 536 11 $ 5,000 White Female . Wisconsi 540 12 $ 20,500 White Male . Wisconsi 340 11 $ 25,082 White Male . Wisconsi 740 12 $ 30,000 White Female . Wisconsi 765 18 $ 119,925 White Male . Wisconsi 735 10 $ - White Male . Wisconsi 242 12 $ - White Female . Wisconsi 235 12 $ 11,000 White Female . Wisconsi 299 12 $ - White Male . Wisconsi 2

0 18 $ 80,000 White Female . Wisconsi 20 12 $ 720 White Female . Wisconsi 2

53 12 $ 19,000 White Male $ 627 Wisconsi 440 13 $ 45,000 White Male . Wisconsi 740 12 $ 12,000 White Male . Wisconsi 745 12 $ 25,000 White Male . Wisconsi 135 18 $ 150,000 White Male . Wisconsi 140 16 $ 50,000 White Male $ 750 Wisconsi 440 13 $ 20,000 White Female $ 375 Wisconsi 440 12 $ 27,000 Black Male . Wisconsi 540 12 $ 35,000 White Male $ 275 Wisconsi 890 13 $ - White Male $ 822 Wisconsi 845 13 $ 40,000 White Male $ 769 Wisconsi 840 12 $ 33,000 White Male . Wisconsi 740 12 $ 18,000 White Female . Wisconsi 640 12 $ 62,000 White Male . Wisconsi 675 13 $ 15,000 White Male $ 650 Wisconsi 840 18 $ 39,400 White Male . Illinois 240 18 $ 3,600 White Female . Illinois 250 11 $ 17,000 White Male . Illinois 245 16 $ 29,000 White Female . Illinois 2

Original Variables

A_GRSWK PMHRUSLT A_AGE A_HGA A_RACE A_SEX GMSTCEN H_MIS 858 40 29 40 1 1 31 8

0 35 57 39 1 2 31 30 70 69 37 1 1 31 30 40 30 43 1 1 31 70 38 44 39 1 1 31 20 60 45 44 1 2 31 50 40 20 40 1 2 31 50 50 60 33 2 1 31 50 40 27 37 2 1 31 50 50 56 43 1 1 31 70 45 44 39 1 1 31 20 50 37 43 1 1 31 1

643 50 45 37 1 1 31 4600 40 51 39 1 1 31 4520 40 28 40 1 1 31 4680 40 44 39 1 1 31 8

0 40 43 43 1 1 31 60 50 52 40 1 1 31 60 40 59 39 1 2 31 70 35 30 40 1 2 31 70 40 50 40 1 1 31 70 40 28 39 1 1 31 70 40 26 40 1 1 31 7

173 49 26 39 2 2 31 40 60 20 39 1 1 31 50 60 45 46 1 2 31 10 45 35 45 1 1 31 10 40 30 39 1 1 31 10 40 50 43 2 2 31 6

224 72 30 39 1 2 31 80 50 42 39 1 1 31 70 60 30 43 1 1 31 20 40 42 37 1 2 31 60 40 48 37 1 1 31 60 40 21 39 1 1 31 60 60 48 38 1 1 31 10 52 44 37 1 2 31 10 45 19 39 1 1 31 10 40 48 39 1 1 31 20 40 46 44 1 2 31 20 38 21 39 1 1 31 20 40 28 39 1 2 31 10 45 36 39 1 1 31 10 45 29 39 1 1 31 70 40 59 43 1 2 31 3

522 40 60 39 1 2 31 4765 40 29 43 1 1 31 4635 50 28 43 1 2 31 4

0 45 31 40 1 2 31 10 40 32 39 1 1 31 10 40 32 39 1 2 31 10 40 35 39 1 1 31 10 40 57 40 1 1 31 60 40 37 39 1 2 31 60 40 57 43 1 1 31 7

480 40 34 40 1 1 31 81280 40 36 39 1 1 31 8

0 35 57 36 1 1 31 80 40 40 39 1 1 31 10 35 45 37 1 2 31 1

625 40 37 43 1 1 31 8237 40 34 43 1 2 31 8

0 48 28 39 1 2 31 10 40 30 39 1 1 31 50 40 25 39 1 2 31 50 40 36 42 1 1 31 60 40 52 39 1 1 31 50 40 51 39 1 1 31 10 40 43 40 1 1 31 20 40 49 43 1 1 31 20 40 40 40 1 2 31 20 45 47 40 1 1 31 30 40 39 40 1 1 31 30 35 30 40 1 2 31 30 58 37 39 1 1 31 30 40 37 40 1 2 31 3

380 40 58 42 1 2 31 80 40 63 45 1 1 31 4

577 40 44 44 1 2 31 40 40 43 39 1 1 31 70 70 62 45 1 1 31 20 40 49 39 1 1 31 50 50 57 37 1 1 31 20 0 47 39 1 1 31 50 40 23 40 1 2 31 50 40 41 39 1 1 31 60 60 52 44 1 1 31 60 50 56 36 1 1 31 6

930 60 29 40 1 1 31 8300 40 34 40 1 2 31 8470 40 50 39 1 2 31 8

0 40 36 43 1 2 31 20 50 49 42 1 1 31 70 40 48 40 1 2 31 70 40 34 42 1 2 31 10 50 43 39 1 1 31 10 40 44 39 2 1 31 70 40 37 39 2 2 31 70 35 37 40 1 2 31 1

962 50 49 39 1 1 31 8442 40 36 39 1 2 31 8

0 45 26 40 2 1 31 6

0 40 52 37 1 1 31 70 45 47 39 1 2 31 70 45 23 39 1 1 31 70 55 42 44 2 1 31 30 47 32 45 1 2 31 30 40 21 40 1 2 31 60 40 41 40 1 2 31 60 45 48 40 1 1 31 50 40 35 39 1 1 31 30 36 60 44 1 1 31 70 60 46 40 1 1 31 8

560 40 43 43 1 2 31 80 60 22 39 1 1 31 10 45 30 37 1 1 31 1

519 40 43 44 1 2 31 80 0 57 40 1 2 31 70 35 52 41 1 2 31 7

538 43 35 44 1 1 31 80 40 45 43 1 1 31 30 40 44 39 1 2 31 30 38 43 39 1 2 31 1

263 35 41 39 2 2 31 40 40 39 39 1 2 31 10 40 32 42 1 1 31 10 45 50 39 1 1 31 10 50 49 39 1 2 31 10 40 17 39 1 1 31 10 50 38 43 1 2 31 7

468 36 37 41 1 2 31 80 40 43 39 1 1 31 40 40 41 39 1 2 31 10 40 25 43 1 1 31 50 50 59 39 1 1 31 60 48 56 39 1 2 31 60 80 49 39 1 1 31 50 40 20 39 1 2 31 60 50 29 39 1 1 31 70 40 31 37 1 2 31 70 50 32 43 1 1 31 30 40 52 40 1 1 31 30 40 35 37 1 1 31 70 40 39 40 1 2 31 70 0 38 41 1 1 31 7

516 40 24 39 1 1 31 4325 40 50 39 1 2 31 4

0 40 61 44 1 2 31 50 45 37 43 1 1 31 20 50 45 43 1 2 31 20 40 59 44 1 1 31 10 45 30 44 1 1 31 2

577 44 41 39 1 2 31 4150 50 21 40 1 2 31 4510 45 50 39 1 2 31 8356 40 21 39 1 2 31 4

0 50 59 39 1 1 31 10 0 52 40 1 1 31 80 35 52 39 1 2 31 80 40 38 43 1 2 31 10 40 45 39 1 1 31 10 40 74 39 1 1 31 50 40 49 39 1 2 31 70 40 26 43 1 1 31 70 35 40 42 1 2 31 60 40 52 39 1 2 31 10 60 45 40 1 1 31 2

240 60 22 39 1 1 31 4290 40 22 39 1 2 31 4

0 45 41 39 1 2 31 20 40 57 40 1 1 31 60 40 39 39 4 2 31 60 40 28 43 1 2 31 60 40 29 43 1 1 31 60 40 56 43 1 2 31 60 65 62 46 1 1 31 60 35 68 39 1 1 31 60 40 42 39 1 1 31 7

300 40 47 40 1 2 31 80 60 24 43 1 1 31 30 40 24 43 1 2 31 30 40 30 43 1 1 31 30 35 30 43 1 2 31 30 50 43 39 1 1 31 20 40 45 40 2 2 31 20 40 45 39 2 1 31 20 40 38 43 1 2 31 60 40 45 40 1 2 31 60 40 57 39 1 2 31 50 40 58 40 1 1 31 60 48 53 40 1 1 31 60 40 40 46 2 2 31 50 40 31 44 1 1 31 50 40 30 44 4 2 31 5

283 0 20 39 1 1 31 80 50 44 43 1 1 31 30 45 46 43 1 2 31 30 40 47 39 1 2 31 3

1538 40 47 43 1 1 31 4461 40 59 40 1 2 31 8

1923 40 61 39 1 1 31 80 40 40 37 1 2 31 30 40 26 39 1 1 31 30 40 26 39 1 2 31 30 70 55 43 1 1 31 60 50 27 43 1 2 31 20 55 55 43 1 1 31 20 45 56 40 1 2 31 20 40 40 44 1 2 31 3

505 40 49 39 1 1 31 4

200 40 45 39 1 2 31 40 36 36 39 1 1 31 80 40 30 39 1 1 31 70 40 30 40 1 1 31 20 60 33 46 1 1 31 20 52 29 39 2 1 31 50 40 28 43 1 1 31 30 40 50 39 1 1 31 30 40 48 39 1 2 31 30 36 20 39 1 1 31 60 60 53 43 1 1 31 60 40 27 42 1 2 31 70 40 29 41 1 1 31 70 59 40 43 1 1 31 60 40 73 40 1 2 31 10 55 58 43 1 1 31 1

769 50 40 40 1 2 31 4900 40 59 39 1 2 31 4360 40 26 40 1 1 31 4

0 53 47 39 1 2 31 5750 40 39 39 1 1 31 4

0 60 38 43 1 1 31 20 35 38 40 1 2 31 20 50 44 43 2 2 31 20 40 43 39 2 1 31 20 40 44 39 1 1 31 50 40 40 39 1 2 31 50 40 33 43 1 1 31 50 46 27 43 1 2 31 5

1827 50 31 39 1 1 31 8500 50 31 42 1 2 31 8

0 60 47 44 1 2 31 30 48 46 40 1 1 31 70 40 48 40 1 2 31 7

480 40 30 39 1 2 31 41041 45 60 44 1 2 31 8

0 40 41 40 1 2 31 20 45 43 44 1 1 31 20 44 58 40 1 2 31 20 43 40 40 1 1 31 20 40 56 44 1 1 31 10 0 39 43 1 1 31 10 40 59 43 4 1 31 70 40 51 43 4 2 31 70 40 25 43 4 1 31 70 35 39 34 1 2 31 30 40 39 36 1 1 31 30 40 21 34 1 2 31 3

280 40 22 43 1 2 31 4942 40 24 44 1 1 31 4

1370 40 33 43 1 1 31 4300 40 29 39 1 2 31 4

0 40 40 36 1 1 31 50 42 54 44 2 2 31 5

0 40 33 39 1 1 31 70 50 40 39 1 1 31 50 40 39 39 1 2 31 5

280 40 36 39 1 1 31 4865 40 58 39 1 1 31 4802 38 56 40 1 2 31 4380 0 31 41 1 2 31 4

0 35 25 43 1 1 31 30 55 41 43 1 1 31 30 55 41 40 1 2 31 3

1559 45 46 39 1 1 31 80 35 70 39 1 2 31 70 40 25 42 1 2 31 7

350 40 28 39 1 2 31 40 40 38 40 1 1 31 70 40 40 39 1 2 31 60 40 42 39 1 1 31 60 40 46 41 1 2 31 70 50 22 39 1 2 31 70 50 22 39 1 1 31 70 40 51 39 1 2 31 60 40 60 39 1 1 31 6

653 90 51 41 1 1 31 40 60 41 44 1 1 31 10 60 47 44 1 1 31 10 45 31 44 1 2 31 1

904 37 59 42 1 1 31 80 55 61 35 1 1 31 60 50 49 44 1 2 31 60 45 49 43 1 1 31 60 80 23 43 1 2 31 60 50 33 43 1 1 31 10 75 40 40 1 1 31 1

880 40 40 39 2 1 31 8423 40 36 39 2 2 31 8480 40 44 39 1 2 31 8

0 40 41 40 1 1 31 80 0 36 40 1 2 31 80 40 52 44 1 1 31 6

962 60 50 43 1 2 31 40 0 51 39 2 1 31 20 0 44 41 2 2 31 20 40 39 43 1 1 31 70 40 39 44 1 2 31 70 40 47 37 1 2 31 60 62 41 43 2 2 31 20 40 51 43 1 1 31 60 45 23 43 1 1 31 60 40 20 39 1 2 31 60 40 24 39 1 1 31 60 45 46 39 1 1 31 60 42 48 44 1 2 31 6

480 40 42 39 1 1 31 8300 40 47 36 1 2 31 8

699 64 54 39 1 2 31 8324 40 19 34 1 1 31 8

0 0 46 39 1 1 31 30 0 48 39 1 2 31 30 45 31 40 1 1 31 70 40 30 39 1 2 31 30 40 29 44 1 1 31 30 40 27 43 1 2 31 3

480 40 45 43 1 2 31 40 45 39 43 1 2 31 30 40 38 43 1 1 31 30 52 24 39 2 1 31 6

320 40 47 37 1 2 31 40 53 44 42 1 1 31 7

1346 60 27 43 1 1 31 4939 45 48 44 1 2 31 4

0 50 40 44 1 1 31 60 50 38 43 1 2 31 60 40 49 43 2 1 31 50 40 64 43 2 2 31 60 35 29 40 2 1 31 60 40 57 40 1 1 31 20 48 29 40 1 2 31 20 40 56 39 1 1 31 6

740 40 30 43 2 1 31 8360 40 31 41 2 2 31 8

0 35 33 39 1 2 31 30 50 33 43 2 2 31 20 42 41 40 1 2 31 30 40 21 36 1 2 31 30 45 32 44 1 1 31 30 40 29 43 1 2 31 3

346 50 25 43 2 1 31 4519 40 22 43 1 2 31 4

0 55 26 43 1 1 31 30 40 52 44 1 1 31 10 42 52 43 1 2 31 10 43 38 39 1 2 31 20 40 59 38 1 1 31 60 47 38 40 1 2 31 20 60 47 45 1 1 31 20 40 57 43 1 2 31 2

253 35 25 36 1 2 31 40 50 62 43 1 1 31 50 40 60 39 1 2 31 50 62 35 38 2 2 31 20 43 61 39 1 1 31 30 40 30 42 2 2 31 10 40 52 43 1 1 31 10 40 34 39 1 1 31 10 40 35 43 1 2 31 10 40 54 39 1 1 31 30 40 43 39 1 2 31 30 52 39 39 2 1 31 3

0 42 44 41 1 2 31 60 40 42 39 1 1 31 60 55 25 41 2 1 31 50 40 39 39 1 1 31 7

641 0 27 42 1 2 31 8450 40 32 39 1 1 31 4280 40 31 39 1 2 31 4

0 40 48 39 1 2 31 30 40 37 39 1 1 31 30 55 22 39 1 1 31 70 40 23 43 1 2 31 70 45 24 43 1 2 31 70 40 38 39 1 1 31 70 40 35 36 1 2 31 7

562 40 27 42 1 2 31 4600 40 28 39 1 1 31 4

0 60 44 43 1 1 31 60 40 26 41 1 1 31 70 43 35 39 1 2 31 70 40 53 43 1 1 31 60 40 31 43 1 1 31 30 50 29 43 1 2 31 30 44 43 40 2 1 31 30 40 37 40 4 1 31 3

654 40 35 43 1 1 31 4595 40 35 40 1 2 31 4629 40 40 42 1 1 31 8577 60 37 45 1 1 31 8

1123 40 33 43 1 1 31 8500 40 33 43 1 2 31 8

0 48 29 43 1 1 31 70 38 48 39 1 2 31 70 40 47 40 1 1 31 70 40 47 43 1 2 31 70 50 50 39 1 1 31 60 40 49 39 1 2 31 60 40 63 41 1 2 31 60 60 23 43 1 1 31 10 40 31 43 1 1 31 20 45 24 40 1 2 31 20 50 45 44 1 2 31 20 40 55 40 1 1 31 20 45 39 39 1 2 31 20 40 48 39 1 1 31 60 50 34 39 1 1 31 60 40 34 40 1 2 31 60 35 51 36 1 1 31 30 40 32 40 2 2 31 70 40 24 43 1 1 31 70 55 25 43 1 1 31 70 40 43 38 2 2 31 70 40 27 37 1 1 31 70 40 45 40 2 2 31 60 40 39 43 2 1 31 6

0 40 41 40 2 2 31 60 47 49 43 1 1 31 30 0 46 40 1 1 31 30 60 63 45 1 1 31 30 40 53 43 1 2 31 30 40 49 38 2 2 31 30 40 38 40 1 1 31 3

1115 40 28 43 1 1 31 8360 40 25 40 1 1 31 8

0 40 23 43 1 1 31 70 40 19 39 1 2 31 60 40 33 42 2 1 31 10 42 31 40 1 1 31 10 40 39 39 1 1 31 60 0 60 39 1 1 31 50 40 54 39 1 2 31 50 40 35 43 1 2 31 50 40 34 42 1 2 31 50 0 24 40 1 2 31 50 42 49 39 1 1 31 50 40 48 43 1 2 31 50 48 49 39 1 1 31 70 40 48 39 1 2 31 30 50 25 40 1 1 31 30 45 50 43 1 1 31 30 40 50 39 1 2 31 30 40 44 40 1 1 31 20 35 45 39 1 2 31 20 55 32 40 2 1 31 50 40 30 39 1 2 31 70 60 40 43 1 1 31 7

673 40 36 39 1 1 31 4917 40 34 40 1 1 31 4

0 60 44 44 1 1 31 20 50 27 42 1 1 31 30 40 24 40 1 1 31 60 40 53 46 1 2 31 60 40 52 39 1 2 31 30 40 28 40 1 1 31 60 50 49 39 1 1 31 60 40 50 39 1 2 31 60 40 53 43 1 1 31 6

673 40 56 40 1 2 31 41078 60 63 39 1 1 31 4

0 0 28 44 1 1 31 70 60 40 42 1 1 31 70 40 43 40 1 1 31 70 40 41 40 1 2 31 70 45 59 41 1 1 31 30 40 56 45 1 1 31 30 40 40 43 1 2 31 50 49 38 42 1 1 31 50 50 36 43 1 2 31 50 35 43 38 1 1 31 3

0 40 40 43 1 1 31 70 60 32 43 1 1 31 3

519 40 31 40 1 1 31 8577 40 30 43 1 1 31 8

1154 40 49 42 2 1 31 8800 50 51 43 1 1 31 8530 40 51 39 1 2 31 8

0 40 28 38 2 1 31 20 40 29 43 1 1 31 20 40 22 43 1 2 31 20 50 40 39 1 1 31 20 40 29 43 1 1 31 20 40 30 39 1 1 31 20 40 45 39 1 1 31 20 37 40 40 1 2 31 20 40 52 39 1 1 31 20 60 52 43 1 2 31 20 35 72 40 1 1 31 30 0 36 39 1 1 31 10 40 33 39 1 1 31 10 40 46 39 1 1 31 70 40 44 40 3 2 31 10 55 60 39 1 1 31 10 40 30 39 1 2 31 10 40 33 39 1 1 31 10 50 38 40 1 1 31 30 40 38 39 1 2 31 30 60 33 45 4 1 31 30 60 49 43 1 1 31 1

730 50 62 39 1 1 31 4255 38 21 39 1 1 31 4

0 45 38 39 1 2 31 60 40 28 42 1 1 31 1

808 40 36 43 1 2 31 40 40 47 40 1 2 31 10 35 56 41 1 2 31 50 0 59 43 1 1 31 50 40 25 43 1 2 31 30 40 33 40 2 2 31 30 40 26 39 1 1 31 60 38 20 35 1 2 31 60 40 29 43 1 2 31 5

760 40 56 39 2 1 31 8300 40 49 36 1 2 31 8

0 40 39 39 1 2 31 50 40 48 46 1 1 31 4

654 50 33 39 1 2 31 40 40 30 43 1 1 31 70 55 35 43 1 1 31 70 0 29 43 1 1 31 70 55 29 43 1 1 31 70 55 57 45 1 2 31 60 0 51 44 1 1 31 70 40 32 43 1 1 31 7

0 40 48 34 2 2 31 21154 50 50 44 2 1 31 8

769 45 51 44 2 2 31 80 0 49 45 1 1 31 80 55 49 43 1 1 31 2

329 40 32 39 2 2 31 8256 40 27 39 1 2 31 8

1115 48 52 39 1 1 31 4615 40 53 39 1 2 31 4

0 50 45 39 1 2 31 20 40 54 33 1 1 31 60 50 32 40 1 2 31 50 39 35 43 1 1 31 60 0 23 40 1 2 31 60 40 47 31 1 1 31 60 60 35 39 1 1 31 60 38 36 40 1 2 31 60 40 19 40 2 2 31 50 40 51 40 2 1 31 50 40 61 39 1 1 31 50 40 54 40 1 2 31 50 70 44 43 1 1 31 50 40 33 39 1 1 31 50 40 26 39 1 1 31 70 40 52 39 1 2 31 70 45 53 39 1 1 31 7

1000 40 48 43 1 1 31 80 0 38 36 1 1 31 20 0 48 40 1 1 31 20 40 46 43 1 1 31 20 44 36 43 1 1 31 20 0 34 43 1 2 31 20 40 55 36 2 1 31 20 0 71 36 2 1 31 20 0 39 43 2 1 31 20 0 39 43 2 2 31 20 40 29 43 2 2 31 30 45 25 41 1 2 31 30 50 41 39 1 1 31 70 40 37 40 2 2 31 7

440 40 36 39 1 2 31 4962 40 51 43 1 2 31 4

2045 60 52 46 1 2 31 80 50 55 45 1 1 31 8

1015 50 47 42 1 1 31 80 42 50 44 1 1 31 10 60 38 43 1 2 31 10 45 26 39 1 2 31 10 40 24 40 1 1 31 10 40 33 43 1 1 31 10 40 33 43 1 2 31 10 65 56 39 1 1 31 50 40 36 43 2 2 31 30 70 27 44 1 1 31 7

0 45 20 39 1 2 31 30 40 53 40 1 1 31 6

600 97 38 39 1 1 31 8400 40 33 39 1 2 31 8

0 40 55 39 1 1 31 10 40 40 39 2 1 31 70 40 35 41 1 2 31 70 40 37 39 1 1 31 70 35 28 42 1 2 31 20 38 26 43 1 2 31 70 60 33 46 1 1 31 70 65 27 43 1 2 31 70 50 47 44 1 2 31 60 0 26 43 1 1 31 20 36 51 41 1 2 31 10 40 53 43 1 1 31 10 40 48 43 1 1 31 10 50 48 42 1 2 31 10 50 48 43 1 1 31 50 60 27 43 1 1 31 50 38 27 39 2 2 31 30 38 30 39 2 1 31 30 40 39 38 1 1 31 60 55 28 40 1 1 31 20 52 35 44 1 2 31 10 40 62 44 1 2 31 10 60 42 39 1 1 31 1

780 45 38 43 1 1 31 8288 36 18 40 1 2 31 8

0 40 46 40 1 1 31 60 60 34 39 1 1 31 6

654 40 60 39 1 1 31 40 40 56 36 1 2 31 70 40 33 44 1 1 31 50 50 31 40 1 1 31 50 50 38 42 1 1 31 20 40 47 39 1 1 31 20 40 48 39 1 1 31 50 40 60 40 1 2 31 60 40 63 40 1 1 31 60 40 38 40 1 1 31 70 40 55 39 1 2 31 60 40 28 43 2 1 31 10 40 38 41 1 1 31 10 40 34 39 1 2 31 10 0 34 39 1 1 31 10 40 37 39 1 1 31 50 60 31 40 1 2 31 50 40 61 44 1 1 31 70 40 48 39 1 1 31 70 40 54 40 2 1 31 70 40 51 40 1 1 31 7

615 40 49 43 1 2 31 4290 40 42 39 1 2 31 4

600 75 43 39 1 1 31 40 80 33 44 2 1 31 20 40 30 44 1 2 31 20 40 44 43 1 1 31 20 0 26 43 1 2 31 30 48 26 42 1 1 31 3

519 50 50 39 1 1 31 8390 35 49 39 1 2 31 8320 42 22 43 1 2 31 8577 40 48 39 1 1 31 8756 36 49 41 1 2 31 8

1000 50 36 40 1 1 31 80 50 45 43 1 1 31 6

333 55 18 39 1 2 31 80 40 41 41 1 1 31 30 40 40 41 1 2 31 3

1173 45 52 40 1 2 31 40 40 48 39 1 1 31 50 40 24 40 1 1 31 50 40 35 39 2 2 31 30 40 49 43 1 1 31 20 50 43 39 1 1 31 70 43 44 43 1 1 31 60 40 31 39 2 1 31 50 0 53 39 2 2 31 50 50 50 43 1 1 31 20 0 48 44 1 2 31 20 50 22 43 1 2 31 20 40 43 39 1 1 31 5

1180 40 25 43 1 2 31 40 70 32 45 1 1 31 30 50 32 43 1 2 31 30 60 23 43 1 2 31 3

737 0 31 43 1 2 31 41000 55 29 43 1 1 31 41212 45 36 43 1 1 31 4

0 40 29 43 1 1 31 10 0 51 45 1 1 31 20 60 49 43 1 2 31 2

865 40 39 40 1 1 31 8859 55 27 39 1 1 31 8

0 45 43 39 1 1 31 50 40 36 40 2 2 31 60 70 63 46 1 1 31 3

1000 0 29 44 1 2 31 40 40 17 36 1 2 31 70 50 38 39 1 1 31 50 40 66 39 1 1 31 30 40 49 40 1 1 31 20 55 40 43 1 1 31 20 40 32 38 1 2 31 30 40 33 38 1 1 31 3

200 35 85 36 1 2 31 40 60 51 40 2 2 31 4

981 60 54 40 2 1 31 4577 99 42 39 1 1 31 4577 90 33 43 1 2 31 4577 45 34 43 2 2 31 4

0 35 55 40 1 2 31 10 60 55 40 1 1 31 10 37 62 43 1 2 31 20 40 32 43 1 1 31 20 40 28 43 1 1 31 7

318 40 31 39 1 1 31 40 40 25 39 1 1 31 60 40 29 40 1 1 31 2

480 40 22 39 1 1 31 8650 60 35 43 1 1 31 8

0 38 55 39 2 2 31 70 56 47 40 1 2 31 70 40 45 40 1 1 31 60 35 44 42 1 2 31 60 40 54 39 1 1 31 70 40 47 39 1 2 31 70 40 32 42 1 1 31 70 40 48 43 1 1 31 7

865 45 41 43 1 2 31 81525 50 29 43 1 1 31 8

692 45 30 43 1 2 31 80 40 51 41 1 2 31 50 40 42 39 1 2 31 60 37 74 43 1 2 31 20 40 43 39 2 2 31 30 0 44 39 1 1 31 20 40 33 44 1 2 31 20 40 24 40 1 1 31 2

340 40 45 39 1 2 31 8340 40 19 39 1 2 31 8

0 60 35 42 1 1 31 70 40 45 36 1 1 31 70 40 35 42 1 2 31 70 40 42 39 1 2 31 7

500 45 43 43 1 1 31 8530 40 29 39 1 1 31 8

0 60 49 43 1 1 31 60 35 36 39 1 2 31 60 40 72 39 1 2 31 6

320 40 57 39 1 1 31 4344 40 27 39 1 2 31 4

0 50 54 37 1 1 31 60 55 56 39 1 1 31 30 38 55 39 1 2 31 3

1731 65 36 39 1 1 31 41154 65 33 43 1 2 31 4

0 40 34 42 1 2 31 10 50 53 39 1 1 31 10 40 62 43 1 1 31 20 50 45 40 1 1 31 2

0 40 34 39 1 1 31 61058 40 31 44 1 1 31 8

0 50 50 43 1 1 31 10 0 44 44 1 1 31 20 40 52 43 1 1 31 20 40 32 39 1 1 31 70 40 27 43 1 2 31 70 50 41 39 1 1 31 70 50 37 39 1 2 31 10 40 41 39 1 1 31 10 47 50 39 1 1 31 60 40 21 40 1 2 31 60 54 19 39 1 1 31 60 50 34 41 2 1 31 50 40 29 39 2 2 31 50 40 79 39 1 2 31 50 40 32 39 1 1 31 50 50 57 40 1 1 31 20 55 31 39 1 1 31 20 40 25 39 1 2 31 10 40 62 35 2 2 31 10 40 38 44 1 1 31 10 40 35 43 1 2 31 10 40 37 44 1 1 31 10 40 50 39 1 1 31 30 40 26 40 1 1 31 30 40 28 40 1 2 31 50 40 40 44 1 1 31 70 0 34 39 1 2 31 7

610 40 49 40 1 1 31 8711 40 45 39 1 2 31 8

0 50 61 39 1 2 31 60 0 54 45 1 1 31 50 55 53 45 1 1 31 50 70 52 46 1 1 31 50 35 55 43 1 2 31 50 40 23 43 1 1 31 50 40 43 37 1 1 31 70 38 18 37 1 1 31 70 40 39 39 1 2 31 70 40 52 39 1 2 31 60 55 33 39 1 1 31 10 40 56 39 2 2 31 10 0 36 39 1 1 31 10 40 33 40 2 1 31 10 45 35 42 2 2 31 10 0 36 40 1 2 31 10 45 46 39 1 2 31 30 60 20 39 1 1 31 30 50 38 39 1 1 31 1

577 40 52 41 1 2 31 4340 40 21 39 1 2 31 4440 40 52 44 1 2 31 4

0 60 51 43 1 1 31 4

0 40 31 39 1 1 31 8961 0 51 39 1 1 31 4317 0 47 39 1 2 31 4240 0 23 39 1 1 31 4692 45 43 40 1 1 31 4808 42 43 40 1 2 31 4320 40 23 40 1 1 31 4

0 44 32 39 1 1 31 10 40 55 39 1 1 31 30 40 30 43 1 2 31 30 50 58 39 1 1 31 60 40 35 39 2 2 31 60 50 52 45 1 1 31 8

577 40 47 43 1 2 31 80 40 40 41 1 1 31 50 60 35 39 1 2 31 10 40 44 40 1 1 31 20 40 21 39 1 1 31 20 0 46 41 1 1 31 4

673 38 45 40 1 2 31 40 40 37 44 1 1 31 30 40 37 43 1 2 31 30 45 26 40 2 1 31 60 40 45 39 1 1 31 7

325 54 47 39 1 2 31 8210 40 29 39 1 2 31 8

0 45 46 39 1 2 31 10 40 36 40 4 2 31 60 60 39 35 1 1 31 60 40 35 43 1 1 31 50 60 36 41 1 1 31 50 40 49 43 1 1 31 50 40 54 43 1 1 31 50 40 26 40 1 1 31 50 40 26 39 1 2 31 10 50 41 39 2 2 31 50 40 41 39 2 2 31 50 0 58 43 1 2 31 1

481 40 31 43 1 2 31 8307 40 28 41 1 1 31 8769 50 19 39 1 2 31 8750 50 23 39 1 2 31 8

0 40 46 43 1 1 31 30 35 47 44 1 2 31 30 40 19 40 1 1 31 30 40 50 43 1 2 31 30 50 39 43 1 1 31 20 40 38 43 1 2 31 20 40 52 43 1 1 31 70 40 35 39 1 1 31 70 40 38 43 1 2 31 70 50 39 43 1 1 31 20 40 30 43 1 2 31 70 40 56 39 1 2 31 3

480 40 42 39 1 2 31 41000 50 37 42 1 1 31 8

256 40 33 41 1 2 31 8480 40 42 39 1 1 31 8

0 51 37 40 3 1 31 70 40 39 43 1 2 31 70 38 37 42 1 1 31 10 46 36 42 1 2 31 1

800 50 44 40 1 1 31 80 40 40 42 1 2 31 30 40 40 39 1 1 31 30 40 52 46 1 1 31 20 0 30 45 4 1 31 30 40 24 39 1 1 31 60 50 24 43 1 1 31 60 50 33 43 1 2 31 30 45 30 40 1 1 31 3

923 40 67 43 1 1 31 40 40 55 40 2 1 31 6

900 40 43 40 1 1 31 80 50 37 46 1 1 31 60 40 51 44 1 2 31 20 40 52 43 1 1 31 20 0 42 43 1 2 31 50 65 45 43 1 1 31 50 40 45 46 1 1 31 20 55 52 41 1 1 31 30 40 22 40 1 1 31 20 40 49 39 1 2 31 20 40 44 39 1 1 31 50 40 49 39 2 1 31 30 40 61 39 1 1 31 3

610 40 48 40 4 1 31 4960 40 26 43 4 1 31 4400 40 23 39 4 2 31 4321 40 22 39 4 1 31 4400 40 18 40 4 1 31 4

0 40 44 39 1 1 31 10 0 50 39 1 2 31 10 40 49 39 1 1 31 10 40 29 39 1 2 31 3

1019 0 59 43 2 2 31 40 0 26 39 2 2 31 30 0 28 39 2 1 31 30 0 61 40 2 1 31 60 40 47 39 1 1 31 7

250 40 20 36 2 2 31 80 40 51 39 1 1 31 60 45 48 39 1 2 31 60 40 45 40 2 2 31 10 40 35 39 1 2 31 70 0 35 45 1 1 31 70 40 58 39 2 1 31 20 45 52 41 1 1 31 1

0 50 48 43 1 2 31 10 0 24 39 1 1 31 10 40 38 34 1 1 31 30 40 50 41 1 2 31 30 48 41 39 1 1 31 20 0 41 39 1 2 31 20 50 30 43 1 1 31 20 0 37 44 1 2 31 20 45 27 43 1 1 31 20 50 41 43 1 1 31 6

662 50 33 34 1 1 31 40 40 59 39 1 1 31 40 45 51 40 1 1 31 50 40 31 39 1 2 31 20 40 48 40 1 1 31 20 40 47 44 1 2 31 2

865 40 41 43 1 1 31 4780 40 37 40 1 1 31 4792 36 41 43 1 2 31 4

1308 40 32 43 1 1 31 41346 40 33 44 1 2 31 4

0 60 44 45 1 2 31 50 40 63 44 1 2 31 50 40 32 37 2 2 31 60 40 16 39 1 1 31 6

1223 48 42 45 1 2 31 81425 58 40 43 1 1 31 8

404 35 68 43 1 2 31 40 48 57 39 2 1 31 50 70 40 39 2 1 31 5

840 40 46 42 1 2 31 8661 40 39 44 1 1 31 8624 48 37 39 1 1 31 8450 40 31 41 1 1 31 8

0 45 32 39 1 1 31 7720 40 32 39 1 1 31 8481 40 51 39 2 1 31 8962 40 53 43 1 1 31 8

0 40 50 39 1 1 31 20 45 36 39 1 1 31 10 40 28 39 1 2 31 10 38 24 40 2 2 31 10 35 60 40 1 1 31 10 40 58 43 1 2 31 10 60 23 39 1 1 31 70 0 45 39 1 1 31 10 45 29 39 1 1 31 10 58 21 39 1 1 31 10 45 49 44 1 1 31 10 35 44 43 1 2 31 10 40 45 43 1 1 31 10 40 46 44 1 2 31 10 40 33 44 1 1 31 2

570 40 54 39 2 1 31 4

0 0 54 41 2 2 31 40 40 27 40 1 2 31 50 40 31 40 1 1 31 50 40 40 39 1 2 31 80 45 44 39 1 1 31 80 40 30 40 1 1 31 60 40 27 43 1 2 31 60 40 48 39 1 1 31 50 38 50 40 1 2 31 50 45 36 39 1 1 31 50 40 41 39 1 2 31 50 40 64 46 4 2 31 10 40 67 46 3 1 31 10 40 28 40 1 2 31 6

1500 50 39 43 1 1 31 40 50 40 42 1 1 31 5

350 40 20 36 1 1 31 8380 40 29 39 1 1 31 8769 40 27 43 1 2 31 8

0 40 33 39 2 1 31 70 55 25 40 1 1 31 60 55 52 43 1 1 31 60 40 21 39 1 2 31 60 50 46 42 1 1 31 60 40 22 39 1 2 31 60 40 40 44 1 2 31 60 60 40 44 1 1 31 60 40 38 39 1 1 31 5

2317 55 42 44 1 1 31 4798 40 33 43 1 1 31 4923 45 40 43 1 1 31 8

0 40 21 39 1 1 31 30 50 34 43 1 2 31 40 52 62 42 1 1 31 30 0 47 39 1 1 31 7

320 40 59 36 1 2 31 8200 40 41 39 1 2 31 4

1500 50 34 43 1 2 31 41635 50 37 43 1 1 31 4

0 40 33 44 1 1 31 30 40 33 43 1 1 31 30 40 34 43 1 2 31 3

1115 40 27 44 1 2 31 40 40 47 39 2 2 31 30 40 58 44 1 1 31 30 40 45 44 1 2 31 30 40 46 46 1 1 31 3

1846 40 50 43 1 2 31 80 40 57 39 1 2 31 30 40 31 40 1 2 31 30 52 36 39 1 1 31 30 50 48 41 1 1 31 20 60 50 45 1 1 31 20 40 50 44 1 2 31 2

0 60 40 44 1 1 31 2923 40 33 43 1 2 31 8

0 45 50 39 1 2 31 60 40 47 40 1 1 31 70 40 35 39 1 1 31 70 40 42 40 1 1 31 70 40 36 40 1 2 31 70 45 38 43 1 1 31 70 55 36 43 1 2 31 70 40 47 40 1 1 31 60 40 60 39 1 1 31 70 45 28 39 1 1 31 70 40 28 39 1 2 31 70 44 38 40 1 1 31 7

1500 60 31 39 1 1 31 8400 35 33 39 1 2 31 8

0 40 40 39 1 1 31 50 40 34 37 1 2 31 60 40 32 37 1 1 31 60 40 47 39 1 2 31 50 40 50 39 1 2 31 60 40 47 37 1 1 31 60 45 36 39 1 1 31 60 45 34 39 1 2 31 6

442 40 34 40 1 1 31 40 40 38 39 1 1 31 60 40 39 40 1 2 31 60 40 32 39 1 1 31 20 40 55 37 2 1 31 20 40 54 39 2 2 31 20 40 34 43 1 2 31 1

750 40 38 40 1 1 31 40 40 52 39 1 2 31 60 40 44 39 1 1 31 50 40 46 39 1 1 31 50 40 54 40 2 2 31 30 40 39 39 1 2 31 1

653 48 31 40 1 1 31 40 55 35 43 1 1 31 30 50 43 44 1 2 31 30 50 39 41 1 1 31 30 40 35 39 1 2 31 60 40 39 39 1 2 31 70 40 44 40 1 1 31 6

2885 47 52 44 1 1 31 80 55 39 43 1 1 31 60 50 39 43 1 1 31 60 55 56 43 1 1 31 70 40 49 40 1 1 31 50 40 42 43 1 2 31 6

695 54 39 40 1 1 31 8808 40 31 42 1 1 31 8

0 40 42 39 1 2 31 50 40 57 37 1 1 31 6

2019 60 40 44 2 1 31 40 0 72 45 2 1 31 20 35 21 40 2 2 31 50 40 29 42 1 2 31 50 40 46 39 1 2 31 5

284 38 22 39 1 2 31 40 40 61 40 1 1 31 30 60 33 43 1 1 31 30 45 41 41 1 1 31 20 40 27 40 1 2 31 20 55 47 43 1 1 31 10 65 57 39 1 1 31 50 45 39 39 1 1 31 6

791 40 64 44 2 2 31 80 40 60 39 1 2 31 50 40 22 40 1 2 31 50 45 24 40 1 1 31 50 48 29 39 1 1 31 50 40 29 39 1 2 31 5

2000 40 28 43 1 2 31 41525 50 31 43 1 1 31 4

0 40 42 43 1 1 31 50 40 19 39 1 1 31 50 40 45 39 1 2 31 5

1538 40 35 44 4 2 31 81731 40 32 43 1 1 31 8

0 45 49 44 1 1 31 20 60 47 39 1 1 31 30 40 47 39 1 2 31 30 40 41 43 2 2 31 20 40 50 43 1 1 31 50 50 34 44 1 2 31 70 50 28 40 1 1 31 70 50 39 39 1 2 31 10 40 60 44 2 2 31 10 40 43 39 2 1 31 2

525 50 26 44 1 2 31 80 40 49 43 1 2 31 60 40 52 43 1 2 31 60 50 50 43 1 2 31 30 40 47 43 1 2 31 30 40 36 40 1 1 31 50 56 35 40 1 1 31 60 40 35 39 1 2 31 6

1200 40 52 44 1 1 31 4785 40 27 43 4 1 31 8785 40 25 43 4 1 31 8

0 98 51 45 1 1 31 50 98 49 45 1 2 31 5

691 47 34 42 1 1 31 40 40 46 39 1 1 31 50 40 42 40 1 2 31 5

1135 40 46 39 1 1 31 40 40 49 39 1 2 31 6

1250 40 57 43 1 2 31 80 40 34 39 1 2 31 70 50 38 44 1 1 31 70 35 39 44 1 1 31 30 35 34 43 1 2 31 3

300 40 28 39 1 2 31 8620 40 35 39 1 1 31 8

1115 40 34 43 1 1 31 80 40 45 44 1 1 31 5

1000 45 29 44 1 1 31 40 50 38 43 1 2 31 70 60 39 44 1 1 31 70 40 43 39 1 2 31 70 67 43 39 1 1 31 60 50 44 43 1 2 31 60 60 55 43 1 1 31 60 48 36 43 1 1 31 10 40 31 44 1 2 31 10 36 42 39 1 2 31 10 50 57 46 1 1 31 20 40 55 44 1 2 31 20 60 39 43 1 1 31 2

532 40 54 39 1 1 31 40 44 46 36 1 2 31 4

1538 40 49 43 1 1 31 4704 40 48 39 1 2 31 4865 40 59 39 1 1 31 8280 40 60 39 1 2 31 8942 40 46 39 1 2 31 8

0 40 45 40 1 2 31 60 60 51 42 1 1 31 60 50 52 40 1 1 31 10 40 21 39 1 2 31 10 48 39 43 1 1 31 60 0 38 41 1 1 31 50 38 38 39 1 2 31 50 50 29 39 1 1 31 20 0 42 45 1 1 31 20 40 56 39 2 2 31 20 40 33 39 1 1 31 50 38 33 39 1 2 31 5

615 40 26 44 4 2 31 40 55 39 39 1 1 31 50 40 40 43 1 1 31 60 40 35 44 1 2 31 60 40 37 39 2 2 31 7

400 40 28 36 1 1 31 8280 40 38 39 4 1 31 8

0 36 47 41 1 2 31 70 40 25 38 2 1 31 30 40 61 40 1 1 31 30 40 36 44 1 2 31 10 0 32 40 1 2 31 10 45 33 43 1 1 31 1

1504 36 50 39 1 1 31 40 40 71 39 1 2 31 10 37 35 39 1 2 31 10 40 39 40 2 2 31 70 40 35 39 2 2 31 70 40 28 43 1 1 31 30 40 23 43 1 2 31 30 40 49 45 1 1 31 30 40 42 44 1 2 31 30 40 44 41 1 1 31 50 45 23 42 1 1 31 70 50 21 39 1 2 31 7

1153 0 55 39 1 1 31 8942 40 52 39 1 2 31 8

0 40 62 39 1 1 31 5341 40 43 40 1 2 31 4423 47 50 39 1 2 31 4865 50 34 43 1 1 31 4962 50 31 44 1 2 31 4

0 40 45 38 2 2 31 22885 50 41 44 1 1 31 8

450 48 45 39 2 1 31 80 50 51 40 1 1 31 20 40 47 44 1 2 31 20 60 46 39 1 1 31 30 40 46 39 1 2 31 30 40 22 39 1 2 31 30 55 47 39 3 1 31 50 40 58 44 1 1 31 7

962 40 31 43 4 1 31 80 45 25 43 1 1 31 30 40 60 39 1 2 31 30 60 49 46 1 1 31 6

865 60 50 43 1 1 31 80 60 53 39 1 2 31 8

894 50 55 40 1 1 31 4628 38 56 43 1 2 31 4634 40 42 43 1 2 31 4788 40 47 43 1 1 31 4400 40 36 39 1 1 31 4680 40 36 39 1 2 31 4615 45 39 39 1 2 31 4900 40 40 39 1 1 31 4

0 40 38 39 1 1 31 70 40 44 43 1 2 31 70 40 20 39 1 2 31 70 45 47 41 1 1 31 8

380 39 31 43 1 2 31 4731 40 31 43 1 1 31 4445 42 56 40 1 2 31 4

1214 40 51 41 1 1 31 4788 58 51 43 1 1 31 8635 40 53 44 1 2 31 8360 48 28 45 1 1 31 8

0 36 47 38 1 2 31 20 40 39 40 1 1 31 10 50 52 40 1 2 31 2

600 50 45 42 1 1 31 80 40 45 41 1 2 31 10 50 24 39 1 1 31 20 60 38 40 1 1 31 10 60 50 43 1 1 31 10 40 48 39 1 2 31 10 40 23 39 1 2 31 10 40 20 40 1 1 31 1

738 40 32 40 1 1 31 40 40 35 41 1 1 31 7

1106 40 51 44 1 2 31 40 50 36 39 1 1 31 50 50 61 45 1 1 31 60 40 60 45 1 2 31 60 40 52 44 1 2 31 10 60 32 43 1 1 31 50 65 31 37 1 1 31 50 40 33 39 1 2 31 50 40 58 44 1 1 31 70 40 54 39 1 2 31 70 50 36 44 1 1 31 7

600 38 51 40 1 2 31 80 70 45 43 1 1 31 80 50 40 46 1 2 31 80 40 60 39 1 1 31 3

400 40 22 40 1 1 31 40 45 24 39 1 2 31 20 50 25 39 1 1 31 20 40 49 43 1 1 31 20 40 41 39 1 2 31 20 60 46 39 1 1 31 10 40 33 41 1 1 31 70 44 34 43 1 2 31 50 50 49 43 1 1 31 70 40 44 39 1 2 31 70 70 37 39 1 1 31 7

942 35 32 43 1 2 31 81596 50 31 43 1 1 31 8

0 40 45 39 1 2 31 10 40 43 39 1 1 31 50 38 26 43 1 2 31 3

1000 0 47 43 1 1 31 8530 40 43 40 1 2 31 8

0 50 52 40 1 1 31 50 40 19 39 1 1 31 50 40 52 39 1 1 31 20 40 22 39 1 1 31 20 40 19 39 1 2 31 20 40 37 42 1 2 31 60 50 31 40 1 1 31 60 45 27 40 1 2 31 6

0 0 69 36 1 2 31 10 65 38 40 1 2 31 7

680 40 41 39 1 1 31 4385 40 56 39 2 2 31 4750 40 42 43 1 2 31 4

1038 40 43 44 1 1 31 40 40 38 43 1 1 31 30 45 31 43 1 2 31 30 40 51 43 1 2 31 30 38 25 40 1 2 31 30 35 42 39 1 1 31 70 40 34 39 1 2 31 7

1538 45 42 43 1 1 31 8654 40 36 44 1 1 31 8692 40 35 43 1 2 31 8

0 40 32 39 1 1 31 30 40 25 43 1 1 31 50 40 23 40 1 2 31 50 40 37 39 1 1 31 60 38 20 35 1 2 31 60 48 54 39 1 2 31 20 40 54 39 1 2 31 20 60 35 39 1 1 31 2

400 40 56 39 1 2 31 41038 0 55 40 1 1 31 81173 45 52 39 1 2 31 81527 50 57 44 1 1 31 8

0 80 42 43 1 1 31 50 40 47 39 1 1 31 50 40 21 40 1 2 31 50 40 21 39 1 1 31 50 40 47 39 1 2 31 50 40 55 43 1 1 31 50 48 49 40 2 1 31 50 40 49 41 2 2 31 50 70 32 43 1 1 31 50 40 54 35 1 1 31 70 0 35 39 1 1 31 70 40 51 39 4 1 31 50 40 23 40 4 1 31 50 40 60 39 1 1 31 1

320 40 50 36 1 1 31 80 40 41 39 1 1 31 30 49 42 40 1 2 31 30 50 32 39 1 1 31 60 40 62 46 1 1 31 50 50 48 43 1 2 31 50 99 41 45 1 1 31 5

910 50 34 41 1 1 31 8425 50 44 42 1 2 31 8

0 50 45 43 1 1 31 60 40 28 40 1 2 31 70 45 30 40 1 1 31 70 57 40 39 1 1 31 7

0 40 34 43 1 2 31 5961 0 41 39 1 1 31 8

0 45 43 43 1 1 31 20 40 25 39 1 1 31 20 60 19 39 1 1 31 20 40 40 39 1 2 31 20 0 31 40 1 1 31 20 40 26 39 1 2 31 20 45 48 43 1 1 31 20 0 50 39 1 1 31 10 55 37 43 1 1 31 10 40 31 43 1 2 31 5

560 40 50 40 2 1 31 4359 40 46 40 2 2 31 4865 55 51 42 1 2 31 4

0 40 23 43 1 2 31 10 35 24 40 1 1 31 10 40 48 39 1 1 31 50 45 46 39 1 1 31 50 50 40 44 1 1 31 50 40 48 43 1 2 31 50 50 50 43 1 1 31 50 40 25 39 1 2 31 10 40 29 39 1 1 31 70 40 39 43 1 2 31 60 50 41 43 1 1 31 60 40 34 45 1 2 31 60 40 36 39 1 1 31 60 40 54 39 1 2 31 60 40 35 40 1 1 31 60 40 42 45 2 1 31 50 40 44 39 1 1 31 20 40 37 39 1 2 31 20 39 40 39 1 2 31 70 38 61 35 1 2 31 70 50 22 39 1 1 31 30 50 23 39 1 2 31 30 50 48 39 1 1 31 30 0 41 40 1 1 31 50 35 41 39 1 2 31 50 45 23 42 4 2 31 30 60 46 40 1 1 31 40 40 39 44 1 1 31 50 40 30 44 1 2 31 5

923 45 43 43 1 1 31 4769 50 49 39 1 2 31 4673 0 30 40 1 1 31 4

0 90 42 43 1 1 31 30 50 35 39 1 2 31 30 60 51 44 1 1 31 30 40 51 43 1 2 31 3

1538 40 40 43 1 1 31 4214 35 58 39 1 1 31 8815 40 55 39 1 1 31 8

480 40 47 39 1 2 31 80 40 52 40 1 2 31 7

432 40 55 39 1 2 31 40 48 45 40 1 1 31 70 40 42 43 1 2 31 70 40 39 39 1 2 31 70 55 46 39 1 1 31 60 45 37 40 1 2 31 70 41 60 40 1 1 31 60 48 51 39 1 2 31 60 40 54 40 1 1 31 7

760 40 62 39 1 1 31 80 56 40 39 1 1 31 3

372 40 22 39 1 1 31 8222 37 21 39 1 2 31 8

0 40 45 39 1 1 31 3558 40 33 39 1 1 31 4576 40 41 40 1 1 31 8500 47 58 39 1 1 31 8

0 60 35 43 1 1 31 20 40 29 38 1 1 31 7

467 40 30 39 1 1 31 40 40 32 39 1 1 31 50 45 31 43 1 2 31 50 40 50 42 1 2 31 6

382 40 23 39 1 1 31 80 40 41 43 1 1 31 30 45 56 39 1 1 31 7

706 40 52 39 1 1 31 40 35 49 42 1 2 31 30 40 47 43 1 1 31 50 40 40 43 1 2 31 50 60 55 43 1 1 31 1

880 40 37 39 1 1 31 8574 40 51 42 1 1 31 4

0 38 19 39 1 2 31 6250 40 26 40 1 1 31 8

0 40 27 39 1 1 31 30 40 40 39 1 1 31 40 40 66 43 1 1 31 70 40 58 39 1 1 31 70 0 48 43 1 1 31 20 0 59 39 1 1 31 80 40 50 39 1 2 31 50 40 51 39 1 1 31 50 40 25 39 1 1 31 50 40 41 40 1 1 31 60 40 30 39 1 1 31 1

1437 50 29 43 1 1 31 80 40 46 43 1 2 31 70 70 46 43 1 1 31 70 40 36 44 1 1 31 70 50 49 43 1 1 31 70 50 48 43 1 2 31 7

673 40 53 40 2 1 31 80 40 39 39 1 1 31 20 43 35 43 1 2 31 20 0 55 39 1 1 31 10 50 48 40 1 1 31 70 45 20 39 1 1 31 70 42 52 37 1 1 31 60 40 42 39 1 2 31 60 0 46 44 1 1 31 50 64 32 43 1 1 31 3

486 48 55 40 1 2 31 40 40 39 39 1 1 31 60 0 34 45 1 1 31 50 60 36 45 1 2 31 50 55 46 40 1 1 31 30 38 44 39 1 2 31 30 40 34 44 1 1 31 30 40 27 40 1 2 31 30 40 46 40 1 1 31 70 40 42 42 1 2 31 70 40 30 39 1 1 31 60 48 47 40 1 2 31 60 0 53 37 1 1 31 10 50 44 40 1 1 31 10 40 44 39 1 1 31 10 40 47 39 1 2 31 10 48 52 39 1 1 31 10 72 44 44 1 1 31 10 52 29 39 1 2 31 10 0 34 40 1 1 31 10 52 47 43 1 1 31 10 50 48 44 1 2 31 10 60 33 43 1 1 31 7

894 60 62 40 1 1 31 81077 50 40 44 1 1 31 8

0 0 23 39 1 2 31 30 48 51 39 1 1 31 30 40 42 39 1 1 31 50 0 46 39 1 1 31 70 50 31 39 1 1 31 80 0 48 43 1 2 31 20 40 49 39 1 1 31 2

1895 65 32 43 1 1 31 40 60 57 39 1 1 31 70 0 50 39 1 2 31 10 50 24 39 1 2 31 10 40 23 39 1 1 31 10 40 37 40 1 1 31 10 70 35 39 1 1 31 10 40 47 39 1 1 31 70 40 48 39 1 2 31 70 40 22 40 1 2 31 70 36 56 39 1 2 31 10 48 27 40 1 1 31 1

0 50 35 39 1 1 31 10 50 29 39 1 2 31 10 75 64 39 1 1 31 20 74 60 39 1 2 31 20 40 19 39 1 1 31 30 40 22 39 1 1 31 30 40 47 39 1 1 31 20 40 64 39 1 2 31 50 60 32 43 1 1 31 60 44 49 43 1 1 31 20 0 40 37 1 2 31 10 0 38 36 1 1 31 10 0 24 39 1 1 31 10 42 19 39 1 2 31 10 40 25 39 1 1 31 5

798 40 32 37 1 2 31 4440 40 30 39 1 1 31 4

0 40 44 43 1 1 31 70 55 55 39 1 1 31 30 40 40 39 1 1 31 30 50 46 43 1 1 31 4

615 40 33 39 1 2 31 40 60 22 40 1 2 31 20 48 42 43 1 1 31 10 40 32 39 1 1 31 10 40 31 39 1 1 31 2

306 40 43 39 2 2 31 4850 43 31 39 1 1 31 4800 40 31 39 1 2 31 4

0 0 56 36 1 1 31 7784 40 27 39 1 1 31 4

0 45 42 43 1 1 31 70 57 31 43 1 1 31 70 40 40 39 1 1 31 70 40 48 40 1 1 31 30 48 39 39 1 1 31 50 50 35 44 1 2 31 70 50 49 44 1 1 31 70 40 26 39 1 1 31 30 40 29 41 1 2 31 30 40 31 39 1 1 31 6

308 40 26 39 1 2 31 8442 40 24 39 1 1 31 8

0 43 40 40 1 2 31 60 40 55 40 1 1 31 50 35 52 40 1 2 31 50 40 68 40 1 1 31 60 40 55 39 1 2 31 60 40 42 44 1 2 31 60 40 24 39 1 2 31 60 35 72 39 1 1 31 70 45 35 38 1 1 31 50 40 31 36 1 2 31 50 60 33 40 1 1 31 5

1150 40 48 44 1 1 31 80 55 41 43 1 1 31 70 48 37 39 1 2 31 10 40 37 41 1 1 31 50 40 35 39 1 2 31 50 40 59 39 1 1 31 60 40 38 39 1 1 31 70 60 30 39 1 1 31 6

519 40 51 39 1 1 31 40 40 21 39 1 1 31 70 37 44 43 1 2 31 20 40 30 39 1 1 31 30 40 46 39 1 1 31 70 40 38 39 1 1 31 30 40 29 41 1 1 31 20 40 37 40 1 2 31 30 40 36 39 1 1 31 30 40 30 39 1 1 31 60 48 43 39 1 1 31 60 40 61 39 1 1 31 30 40 33 40 1 1 31 50 70 50 39 1 1 31 60 40 78 39 1 2 31 70 46 45 39 1 2 31 10 50 44 39 1 1 31 10 40 42 41 1 1 32 70 48 38 41 1 2 32 70 45 41 43 1 1 32 5

450 40 31 36 1 2 32 80 36 27 39 1 1 32 60 39 25 43 1 2 32 60 40 49 39 1 1 32 30 40 54 40 1 2 32 30 0 31 44 1 1 32 20 40 21 39 1 1 32 60 40 22 39 1 2 32 60 40 21 39 1 1 32 60 35 33 43 1 1 32 7

458 43 24 43 1 2 32 80 40 30 40 1 1 32 60 40 37 39 1 2 32 7

400 40 42 39 1 1 32 4850 40 42 42 1 2 32 4440 51 50 40 1 2 32 8

0 40 58 39 1 1 32 30 45 44 40 1 1 32 30 35 40 40 1 2 32 3

423 40 51 35 1 2 32 40 40 42 37 1 1 32 50 40 37 39 1 1 32 70 40 31 39 1 2 32 70 45 35 39 1 2 32 60 50 36 43 3 1 32 5

519 45 41 39 1 1 32 4

370 40 48 40 1 2 32 80 40 35 39 1 1 32 50 40 35 40 1 2 32 50 40 54 36 1 1 32 50 40 27 39 1 1 32 30 55 31 40 1 1 32 40 40 33 44 1 2 32 60 40 32 43 1 2 32 6

548 57 26 43 1 1 32 41250 40 47 39 1 1 32 8

0 40 32 40 1 2 32 70 40 26 43 1 1 32 7

548 50 25 43 1 2 32 40 50 34 43 2 2 32 60 40 38 43 1 2 32 60 50 52 44 1 2 32 70 50 35 43 1 2 32 20 60 30 39 1 1 32 20 40 61 40 1 1 32 20 40 62 40 1 2 32 20 60 58 39 1 2 32 80 40 39 36 1 2 32 30 48 39 36 1 1 32 3

480 70 24 43 1 1 32 40 40 58 44 1 1 32 10 38 33 43 1 1 32 10 40 21 40 1 2 32 20 50 40 39 1 1 32 20 50 43 43 1 1 32 10 40 49 39 1 1 32 30 48 47 41 1 1 32 30 36 47 40 1 2 32 30 48 23 43 1 2 32 30 60 42 40 1 1 32 30 40 35 39 1 1 32 30 36 39 33 1 2 32 70 40 40 39 1 1 32 60 40 51 36 1 1 32 60 40 21 39 1 1 32 6

468 45 42 41 1 1 32 40 0 36 39 1 2 32 50 40 28 40 1 2 32 30 37 36 39 1 1 32 30 40 42 39 1 1 32 30 44 47 43 1 1 32 50 40 30 41 1 1 32 60 40 32 36 1 2 32 30 40 24 39 1 2 32 60 45 61 39 1 2 32 3

846 40 52 42 1 1 32 80 38 47 44 2 2 32 70 40 54 39 2 1 32 70 40 25 37 1 1 32 70 40 51 35 1 1 32 3

0 40 38 39 1 1 32 30 50 35 39 1 2 32 30 45 42 43 1 1 32 2

2885 50 37 43 1 1 32 8538 50 34 43 1 2 32 8

0 40 54 40 2 2 32 70 55 44 40 1 2 32 70 42 38 40 1 2 32 30 40 33 39 1 1 32 70 55 31 41 1 2 32 70 40 44 44 1 2 32 70 55 44 43 1 1 32 70 60 49 39 1 1 32 5

500 50 31 36 1 1 32 4210 40 33 33 1 2 32 8

0 65 37 43 2 2 32 70 50 33 43 1 1 32 6

259 35 44 39 2 2 32 4245 35 23 37 2 2 32 4

2692 50 48 45 1 2 32 80 55 32 41 3 1 32 50 50 50 39 1 1 32 60 40 41 39 1 2 32 60 60 46 40 1 1 32 8

900 40 46 44 1 2 32 8430 35 28 40 1 2 32 4

0 40 33 40 1 1 32 20 62 54 40 1 1 32 20 50 49 39 1 1 32 20 45 46 39 1 2 32 20 45 30 40 1 1 32 20 43 37 43 1 1 32 60 36 31 43 1 2 32 60 40 35 43 3 1 32 50 40 34 43 1 2 32 50 40 39 39 1 1 32 70 60 41 40 1 2 32 70 46 42 42 1 1 32 10 50 58 39 2 2 32 3

300 40 52 40 1 2 32 40 45 32 39 1 1 32 30 40 35 39 1 2 32 30 40 61 36 1 1 32 50 40 55 35 1 2 32 50 40 33 39 1 1 32 5

311 36 20 39 2 2 32 80 37 35 45 1 2 32 70 40 35 43 1 1 32 70 40 32 41 1 1 32 30 50 49 42 1 1 32 5

519 40 43 40 1 2 32 40 50 40 43 1 1 32 60 0 38 43 1 2 32 60 60 41 39 1 2 32 6

0 40 43 41 1 1 32 10 50 31 39 1 1 32 70 40 36 39 1 1 32 70 40 55 44 4 1 32 70 40 47 44 1 2 32 70 40 51 43 1 1 32 10 40 48 40 1 2 32 20 60 45 41 1 2 32 70 50 60 44 1 1 32 10 60 54 44 1 2 32 10 60 46 45 1 2 32 10 40 66 44 1 1 32 10 40 30 44 1 1 32 70 40 29 45 1 2 32 70 50 62 39 1 1 32 60 48 49 39 1 1 32 10 40 27 41 1 1 32 10 40 39 35 1 1 32 50 40 31 36 3 2 32 5

500 40 59 40 2 1 32 8326 40 23 40 2 2 32 8

0 65 47 39 1 1 32 60 40 25 43 1 1 32 70 40 34 43 1 2 32 5

210 36 22 37 1 2 32 40 50 24 37 1 1 32 40 50 47 39 2 2 32 70 40 30 35 1 1 32 30 40 27 39 1 2 32 3

1923 45 62 43 1 1 32 80 40 63 40 1 2 32 10 40 63 39 1 1 32 10 40 49 41 1 1 32 10 40 42 42 1 1 32 10 0 30 39 1 2 32 10 40 42 44 1 1 32 60 40 42 43 1 2 32 60 40 23 39 1 1 32 70 45 19 39 1 1 32 7

696 48 35 42 1 2 32 80 50 50 43 1 1 32 80 60 34 43 2 1 32 60 75 49 43 1 1 32 10 45 47 44 1 2 32 10 49 43 40 1 2 32 10 40 52 42 1 2 32 10 40 25 40 1 2 32 30 47 55 43 1 1 32 10 50 53 43 1 2 32 10 55 39 43 1 1 32 10 48 33 43 1 1 32 3

500 55 33 40 1 2 32 8603 58 31 39 1 1 32 8

1442 56 41 39 1 1 32 8

300 40 20 40 1 1 32 8510 40 37 35 1 1 32 8

0 40 57 41 1 2 32 60 50 25 39 1 1 32 10 40 24 40 2 2 32 5

750 40 28 39 2 1 32 40 42 52 44 1 1 32 50 35 50 39 1 2 32 50 40 44 39 1 1 32 70 40 60 35 1 1 32 60 40 41 41 1 1 32 30 40 42 44 1 2 32 30 52 28 39 1 1 32 10 40 38 41 1 2 32 30 40 41 40 1 1 32 3

1250 40 54 40 1 1 32 8673 35 53 40 1 2 32 8

0 40 39 39 1 1 32 60 40 45 40 1 2 32 60 40 51 41 1 1 32 60 40 48 39 1 1 32 30 40 25 41 1 1 32 70 102 44 39 1 1 32 70 40 24 39 1 2 32 7

519 0 58 43 1 1 32 8400 40 28 43 1 2 32 8

0 40 34 40 1 1 32 70 40 38 39 1 1 32 20 40 57 34 1 1 32 20 40 30 39 1 1 32 7

215 48 40 40 2 2 32 40 40 50 39 1 1 32 30 40 49 39 1 2 32 30 35 21 39 1 2 32 30 40 54 43 1 1 32 50 40 50 39 1 2 32 50 48 49 40 1 1 32 50 40 49 39 1 2 32 50 40 26 39 1 1 32 7

801 42 40 40 1 1 32 8645 40 38 42 1 2 32 8385 40 45 40 1 1 32 8300 40 39 42 1 1 32 8

0 50 51 32 1 1 32 80 40 41 44 1 1 32 50 48 42 43 1 2 32 50 40 35 39 1 1 32 7

673 40 43 40 1 2 32 81630 50 38 39 1 1 32 8

0 40 29 42 1 2 32 70 40 56 40 1 1 32 70 40 54 34 1 2 32 7

2885 40 42 44 2 1 32 4653 80 36 43 2 2 32 4

0 40 49 39 1 1 32 60 40 45 39 1 2 32 60 40 20 39 1 1 32 60 48 57 39 1 1 32 50 40 44 39 1 1 32 50 59 35 43 1 1 32 70 50 45 44 1 1 32 7

1250 40 45 40 1 1 32 8480 40 44 39 1 2 32 8565 40 40 39 1 1 32 4414 40 42 43 1 2 32 4

0 50 56 39 1 1 32 30 45 51 41 1 1 32 30 40 50 41 1 1 32 70 50 46 42 1 1 32 50 38 28 41 1 1 32 60 50 32 37 1 2 32 60 50 35 36 1 1 32 40 40 20 39 2 1 32 2

855 45 36 43 1 1 32 40 44 49 39 1 2 32 60 50 35 40 2 1 32 60 40 50 39 2 2 32 1

818 40 45 39 1 1 32 8880 50 45 39 1 2 32 8

0 60 51 43 1 1 32 70 40 24 40 1 1 32 70 70 53 43 1 1 32 50 0 54 43 1 2 32 5

288 40 51 40 2 1 32 4576 40 43 40 2 2 32 4

1006 44 53 46 1 1 32 4756 40 39 44 1 2 32 4

0 40 34 44 1 1 32 2962 55 34 42 1 1 32 8596 50 42 39 1 2 32 8

1702 40 61 43 1 1 32 40 60 38 43 1 1 32 20 40 30 37 1 1 32 10 45 59 39 1 1 32 6

900 40 55 40 1 1 33 80 40 28 40 1 1 33 10 38 26 40 1 2 33 1

769 40 57 39 1 1 33 8454 40 53 39 1 2 33 8

0 40 46 41 1 1 33 70 35 53 39 2 2 33 70 40 27 41 1 1 33 7

1058 144 49 42 1 1 32 81014 46 51 39 1 1 32 4

263 35 46 39 1 2 32 40 50 36 46 1 2 32 10 70 35 39 1 2 32 20 40 47 43 1 1 32 1

0 50 42 39 1 2 32 6300 40 50 40 1 2 32 8

0 40 50 39 1 1 32 30 40 21 39 1 1 32 20 0 51 40 1 2 32 60 40 51 40 1 1 32 6

424 40 50 39 1 2 32 41173 55 53 39 1 1 32 4

0 0 28 44 1 1 32 10 55 44 39 1 2 32 30 40 22 39 1 2 32 1

500 60 28 41 1 1 32 8269 40 26 41 1 2 32 8

0 55 43 40 1 1 32 70 40 45 40 1 2 32 70 40 22 39 1 1 32 50 40 30 43 1 2 32 70 40 50 39 1 2 32 20 60 30 39 1 1 32 10 35 66 39 1 2 32 70 40 47 39 1 2 32 60 48 49 36 1 1 32 60 40 44 39 1 1 32 2

1731 70 56 45 1 1 32 8650 50 54 45 1 2 32 8

0 40 41 39 1 1 32 70 38 41 40 1 2 32 7

577 70 57 39 1 2 32 80 50 28 42 1 1 32 8

615 55 41 44 1 2 32 40 0 31 43 1 1 32 60 44 27 43 1 2 32 60 65 51 39 1 1 32 30 50 34 43 1 2 32 3

461 40 58 39 1 2 32 80 40 27 39 1 1 32 30 40 26 40 1 2 32 30 0 48 40 1 1 32 60 50 46 41 1 2 32 6

300 40 24 42 1 2 32 80 0 39 40 1 1 32 60 60 49 39 1 1 32 70 45 19 39 1 2 32 7

320 43 34 37 3 1 32 80 50 63 45 1 1 32 20 50 50 40 1 1 32 20 40 46 41 2 1 32 50 35 43 39 2 2 32 50 40 45 40 2 1 32 5

383 45 32 43 1 1 32 8442 40 32 43 1 2 32 8

0 45 39 40 1 1 32 10 45 39 40 1 2 32 10 45 54 39 1 2 32 1

0 0 64 39 1 2 32 10 45 64 34 1 1 32 10 40 35 39 1 2 32 30 40 29 36 1 1 32 30 52 49 39 1 1 32 20 40 44 39 1 2 32 2

963 50 41 42 1 1 32 8610 40 47 42 1 2 32 8

0 50 63 39 1 1 32 10 40 60 41 1 2 32 10 40 53 44 1 2 32 20 40 57 39 1 1 32 20 45 52 45 1 1 32 8

423 40 43 41 1 2 32 80 40 52 39 1 2 32 30 40 52 39 1 1 32 30 40 36 39 1 1 32 60 40 37 39 1 1 32 70 40 49 41 1 2 32 1

450 40 27 39 1 1 32 8300 40 26 39 1 2 32 8

0 40 64 38 1 1 32 60 110 31 44 1 1 32 60 40 27 46 1 2 32 60 40 45 40 1 1 32 70 40 28 42 1 2 32 1

711 40 31 44 1 1 32 4346 40 29 44 1 2 32 4

0 60 31 44 1 1 32 60 70 26 44 1 2 32 60 0 63 39 1 1 32 50 60 55 44 1 1 32 60 60 52 44 1 2 32 60 40 30 37 1 1 32 50 47 28 35 1 2 32 50 40 57 41 1 2 32 30 50 44 38 3 1 32 60 40 41 40 1 1 32 50 40 41 41 1 2 32 50 40 36 39 1 1 32 30 40 38 43 1 1 32 60 40 45 39 1 2 32 10 0 45 41 1 1 32 1

313 38 52 39 1 2 32 4296 40 35 39 1 2 32 8600 40 38 39 1 1 32 8

0 45 40 38 1 1 32 20 40 35 40 1 1 32 2

406 40 30 39 1 1 32 80 40 37 39 1 2 32 70 40 39 37 1 1 32 7

1730 60 40 41 1 1 32 80 0 38 41 1 1 32 40 55 39 40 1 2 32 6

480 40 30 39 1 2 32 80 0 59 40 1 1 32 30 75 52 39 1 1 32 70 40 52 41 1 2 32 70 40 44 39 1 1 32 20 40 41 37 1 1 32 20 40 38 39 1 1 32 20 40 36 39 1 2 32 20 50 39 43 1 2 32 20 40 46 34 1 2 32 20 55 58 39 1 1 32 10 40 54 40 1 2 32 10 40 51 41 1 1 32 20 35 31 39 1 2 32 20 40 31 38 1 1 32 20 40 52 39 1 2 32 10 0 55 39 1 1 32 1

760 40 45 43 1 2 32 4550 50 36 42 1 1 32 8571 36 33 42 1 2 32 8270 40 51 39 1 2 32 8520 65 51 43 1 1 32 8230 40 22 39 1 1 32 8

0 40 42 40 1 2 32 60 84 44 39 1 1 32 60 40 35 39 1 1 32 60 40 35 39 1 2 32 60 35 23 40 1 2 32 20 82 40 40 1 1 32 20 40 42 39 1 2 32 20 47 52 41 1 2 32 20 50 50 43 1 1 32 2

400 40 55 39 1 1 32 80 50 48 39 1 1 32 60 40 47 39 1 2 32 60 40 46 39 1 1 32 20 40 45 39 1 2 32 20 50 45 40 1 1 32 20 40 37 39 1 1 32 20 50 36 39 1 2 32 20 60 35 39 1 2 32 10 60 37 43 1 2 32 10 55 52 40 1 1 32 10 45 21 39 1 2 32 10 60 60 44 1 2 32 10 40 50 39 1 2 32 10 50 50 43 1 1 32 10 58 36 39 1 1 32 50 50 43 40 1 2 32 30 55 43 43 1 1 32 30 50 74 39 1 2 32 60 60 70 39 1 1 32 60 54 38 39 1 1 32 70 40 37 39 1 2 32 7

0 40 31 39 1 1 32 60 40 52 39 1 1 32 2

414 40 37 37 1 2 32 4380 40 20 37 1 1 32 4

0 48 51 41 1 2 32 30 35 60 39 1 2 32 60 40 28 39 1 2 32 60 35 26 41 1 2 32 60 35 49 46 1 1 32 50 40 41 39 1 2 32 5

673 40 30 40 1 2 32 4962 40 49 38 1 1 32 4

1238 60 43 44 1 2 32 41115 50 33 43 1 1 32 4

346 40 28 43 1 2 32 40 40 26 39 1 1 32 7

961 0 42 39 1 1 32 8400 40 19 39 1 1 32 8712 45 33 40 1 1 32 4

0 55 50 39 1 2 32 8480 40 55 40 1 1 32 4306 35 44 39 1 2 32 4

0 40 36 43 1 2 32 20 40 38 44 1 1 32 20 40 27 44 1 2 32 7

769 50 43 39 1 1 32 8388 40 42 42 1 2 32 8510 40 56 39 1 2 32 4

0 0 43 46 1 1 32 50 45 44 44 1 2 32 50 40 50 34 1 1 32 30 45 34 41 1 1 32 50 40 31 41 1 2 32 50 40 31 43 1 2 32 20 60 53 40 1 2 32 70 40 35 40 1 1 32 30 0 33 40 1 2 32 30 0 85 37 1 1 32 10 40 45 41 1 2 32 2

550 0 36 40 1 2 32 8400 0 41 39 1 1 32 8

0 45 47 39 1 2 32 70 45 48 39 1 1 32 70 40 34 40 1 1 32 20 50 53 39 1 1 32 20 0 52 39 1 2 32 20 50 32 42 1 1 32 20 40 54 37 1 1 32 70 40 57 41 1 2 32 10 40 50 39 1 2 32 2

1250 50 45 40 1 1 32 40 49 23 39 1 1 32 10 55 58 39 1 1 32 1

962 40 40 39 1 2 32 8

576 40 34 39 1 1 32 80 50 29 37 1 1 32 60 40 34 40 1 1 32 60 40 32 41 1 2 32 60 40 44 36 1 1 32 60 40 35 39 1 1 32 20 40 40 43 1 1 32 20 0 28 39 1 2 32 20 50 33 39 1 1 32 20 50 48 40 1 1 32 10 80 27 40 1 1 32 10 40 61 37 2 1 32 50 50 59 38 2 2 32 50 40 40 39 2 1 32 50 40 49 39 1 2 32 70 40 26 39 1 2 32 50 40 29 39 1 1 32 5

308 40 64 39 1 2 32 8808 50 48 43 1 2 32 8

0 40 40 39 1 1 32 1400 40 38 39 1 1 32 4240 40 18 37 1 1 32 4

0 45 32 37 1 2 32 20 50 33 36 1 1 32 20 40 44 39 1 1 32 70 40 42 36 1 2 32 70 60 42 36 3 1 32 10 40 51 39 1 1 32 10 40 48 39 1 2 32 10 40 22 39 1 1 32 30 48 21 39 1 2 32 30 40 61 44 1 2 32 50 40 52 36 1 1 32 10 40 53 39 1 1 32 60 72 46 36 1 1 32 60 40 43 39 1 2 32 6

615 50 50 44 1 1 32 40 0 34 39 1 1 32 40 50 22 38 1 1 32 30 40 46 41 1 1 32 70 40 39 41 1 1 32 30 48 30 39 1 2 32 50 40 35 39 1 1 32 20 40 37 39 1 2 32 60 40 36 39 1 1 32 60 54 39 39 1 2 32 60 70 38 39 1 1 32 70 40 39 39 1 2 32 70 40 40 39 1 1 32 30 40 32 39 1 2 32 30 0 22 39 1 1 32 70 0 60 40 1 1 32 20 55 52 39 1 2 32 20 60 28 39 1 1 32 2

569 0 30 40 1 1 32 81773 0 28 40 1 2 32 8

0 40 42 39 1 2 32 60 40 49 39 1 1 32 6

259 0 40 39 1 1 32 4252 35 41 40 1 2 32 4

0 40 52 40 1 1 32 20 55 46 40 1 2 32 20 43 38 39 1 1 32 20 50 35 40 1 2 32 20 40 39 39 1 1 32 30 40 59 40 1 2 32 7

300 40 21 39 1 1 32 40 40 41 43 1 2 32 4

673 36 27 41 1 2 32 80 40 46 39 1 1 32 70 40 31 39 1 1 32 30 40 33 42 1 2 32 30 40 22 40 1 1 32 10 0 42 40 1 1 32 3

500 40 50 40 1 1 32 8680 40 39 40 1 2 32 8723 48 45 39 1 1 32 8394 52 31 40 1 2 32 8495 40 43 40 1 1 32 8418 40 39 39 1 2 32 8

0 40 30 39 1 1 32 60 40 42 39 1 1 32 20 40 38 39 1 1 32 30 40 45 43 1 2 32 3

798 50 41 40 1 1 32 4652 40 39 41 1 2 32 4600 40 33 39 1 1 32 4808 50 51 40 1 1 33 4883 40 24 40 1 1 33 4404 40 28 42 1 2 33 8442 40 27 43 1 1 33 8

0 38 29 43 1 2 33 60 40 32 40 1 1 33 60 40 64 42 1 1 33 30 40 35 39 1 1 33 10 38 23 39 1 2 33 1

442 38 60 39 1 1 33 4827 38 60 39 1 2 33 4

0 40 25 40 1 1 33 70 40 28 43 1 1 33 70 40 41 43 1 2 33 50 65 42 39 2 1 33 50 45 62 35 1 1 33 40 50 49 43 1 1 33 30 40 49 43 1 2 33 30 40 62 40 1 2 33 50 40 42 39 1 2 33 60 40 19 37 1 1 33 6

0 40 38 39 2 1 33 50 45 36 43 2 2 33 50 45 47 36 1 2 33 2

558 40 33 39 1 1 33 80 35 44 39 1 1 33 70 40 39 39 1 2 33 70 50 31 39 1 1 33 70 45 31 39 1 2 33 70 55 27 43 1 1 33 30 40 46 40 1 1 33 5

840 40 38 39 1 1 33 40 35 65 42 1 2 33 50 70 20 40 2 2 33 70 38 30 41 1 1 33 30 40 34 39 1 2 33 30 58 38 40 1 1 33 70 40 39 40 1 2 33 50 38 41 40 1 1 33 5

692 0 57 40 1 2 33 40 40 25 40 3 1 33 70 38 30 43 1 2 33 60 40 36 39 1 1 33 60 35 40 42 1 2 33 60 40 55 44 1 1 33 2

731 40 52 40 1 1 33 80 40 40 37 1 2 33 50 40 51 43 1 2 33 50 40 48 40 1 1 33 50 55 51 44 1 1 33 30 40 44 39 1 1 33 50 40 55 39 1 1 33 50 35 62 36 1 2 33 50 44 47 41 1 1 33 50 47 44 42 1 2 33 50 58 24 43 1 1 33 30 40 22 42 1 1 33 30 40 43 43 1 1 33 20 40 44 40 1 2 33 2

797 40 49 39 1 1 33 8520 42 39 40 1 1 33 4

0 75 35 41 1 1 33 10 40 28 41 1 2 33 10 50 40 43 1 2 33 10 52 46 40 1 1 33 10 72 47 39 1 1 33 50 58 42 43 1 2 33 50 50 41 40 1 1 33 50 39 40 40 1 2 33 50 40 33 46 4 1 33 30 45 45 40 1 2 33 70 40 40 39 1 1 33 50 40 36 39 1 1 33 70 60 55 39 1 1 33 70 40 47 44 1 2 33 5

1432 50 49 43 1 1 33 8350 35 39 39 2 2 33 4

0 60 45 40 1 2 33 70 40 20 40 1 2 33 70 60 82 39 1 1 33 80 40 66 39 2 1 33 60 40 49 39 2 2 33 60 40 45 39 1 2 33 7

936 40 57 40 1 1 33 80 40 34 40 1 2 33 60 47 44 39 1 1 33 20 40 44 39 1 1 33 30 40 34 42 1 2 33 3

880 40 40 39 1 1 33 40 40 32 39 2 1 33 30 40 47 40 1 1 33 70 40 34 41 1 1 33 30 40 34 40 1 2 33 30 40 40 39 1 2 33 20 40 54 40 1 2 33 20 40 21 39 4 1 33 2

450 0 47 39 1 1 33 8315 35 48 39 1 2 33 8350 0 22 36 1 1 33 8260 40 47 42 2 1 33 4440 40 27 42 2 2 33 4

0 40 46 39 2 1 33 60 45 40 40 1 1 33 50 40 37 40 1 2 33 60 40 36 43 1 1 33 60 38 39 39 1 2 33 50 60 41 43 1 1 33 50 35 41 43 1 2 33 5

360 40 31 39 1 2 33 40 40 43 41 1 1 33 50 40 44 43 1 2 33 5

372 40 41 39 2 1 33 80 40 45 40 1 2 33 60 40 23 43 1 1 33 30 40 24 43 1 1 33 30 40 45 43 1 2 33 20 40 46 44 1 1 33 20 40 33 42 1 2 33 6

748 44 34 44 1 2 33 40 40 61 39 1 1 33 30 50 41 46 1 1 33 3

346 40 32 39 1 2 33 42885 45 63 45 1 1 33 4

0 40 51 39 2 2 33 60 50 47 41 1 2 33 50 40 47 42 3 1 33 50 40 45 40 1 2 33 50 35 33 39 1 2 33 50 60 43 44 1 1 33 1

0 40 40 40 1 2 33 10 48 35 39 1 1 33 10 48 27 39 1 2 33 1

590 40 31 39 1 1 33 40 40 51 39 1 2 33 60 40 34 40 1 1 33 6

481 51 45 39 1 1 33 4730 40 50 39 1 1 33 4335 40 48 39 1 2 33 4252 40 22 39 1 2 33 4

0 45 30 39 1 1 33 70 0 31 39 1 1 33 30 40 29 39 1 2 33 3

1033 46 53 41 1 1 33 40 40 29 40 1 1 33 70 75 47 42 1 1 33 60 50 47 44 1 2 33 60 0 54 43 1 1 33 20 50 50 43 1 2 33 20 55 40 39 1 1 33 20 50 36 43 1 2 33 20 45 32 43 1 1 33 20 45 30 39 1 2 33 20 55 37 40 1 1 33 40 45 33 39 1 1 33 70 45 33 39 1 2 33 70 50 21 41 1 1 33 60 40 26 41 1 1 33 60 45 43 43 1 2 33 7

962 55 32 39 1 1 33 8769 50 31 43 1 2 33 8

0 40 27 40 1 1 33 60 40 22 39 1 2 33 60 40 50 39 1 1 33 30 40 50 39 1 2 33 30 40 51 40 1 1 33 4

660 40 25 39 1 1 33 40 40 61 39 2 2 33 70 40 44 37 2 2 33 60 0 55 39 1 1 33 20 55 52 41 1 1 33 70 40 59 39 1 1 33 10 50 25 40 1 2 33 10 50 26 39 1 1 33 30 40 31 43 1 1 33 30 40 25 43 1 1 33 30 53 55 39 1 2 33 50 40 19 36 1 1 33 50 40 56 39 1 2 33 60 38 48 41 1 2 33 7

360 40 32 39 1 2 33 4615 48 29 44 1 2 33 4

0 0 58 39 1 2 33 60 40 24 43 1 2 33 6

0 0 54 40 1 1 33 30 35 20 40 1 1 33 30 0 41 40 1 1 33 20 0 40 43 1 2 33 20 65 51 39 2 1 33 4

600 50 39 39 2 1 33 40 45 56 44 1 1 33 6

855 45 36 44 1 1 33 80 40 54 40 2 1 33 20 80 43 43 1 1 33 3

452 40 31 40 1 1 33 80 0 50 39 1 1 33 60 0 49 39 1 1 33 60 40 30 39 1 2 33 60 36 54 41 1 1 33 50 40 36 40 1 2 33 5

769 50 38 39 1 1 33 4481 40 38 39 1 2 33 4

0 40 39 35 4 1 33 50 40 37 33 4 2 33 50 40 51 39 1 2 33 60 50 40 39 1 1 33 20 50 40 39 1 2 33 20 40 23 39 1 2 33 10 50 24 40 1 1 33 10 0 40 39 1 1 33 10 60 51 44 1 1 33 10 60 51 43 1 2 33 1

380 40 23 39 1 1 33 80 0 24 39 2 2 33 1

1015 50 50 40 1 1 33 8417 0 47 40 1 2 33 8

0 0 34 39 1 1 33 70 40 31 41 1 2 33 70 40 40 39 2 1 33 60 40 23 37 2 2 33 6

720 0 36 39 1 1 33 8225 0 41 39 1 2 33 8

0 40 49 39 1 2 33 30 40 26 43 1 2 33 30 44 27 43 1 1 33 30 0 37 39 1 1 33 20 40 39 36 1 2 33 20 0 36 44 1 1 33 20 40 36 37 3 2 33 30 0 36 34 1 1 33 30 0 46 40 1 1 33 40 40 26 39 1 1 33 60 40 35 33 1 1 33 10 0 41 36 1 1 33 70 40 23 39 1 2 33 70 40 44 39 1 1 33 20 0 40 39 1 1 33 50 40 49 39 1 2 33 3

0 35 24 39 1 2 33 3575 50 58 39 1 2 33 8

0 38 33 39 1 2 33 30 40 45 40 2 1 33 50 40 43 37 2 2 33 50 0 52 39 1 2 33 10 40 41 39 1 1 33 30 40 43 39 1 2 33 20 40 50 39 1 1 33 2

300 40 40 42 1 1 33 8507 38 37 42 1 2 33 8686 49 50 39 1 1 33 8

1173 40 41 42 1 2 33 80 0 29 44 1 1 33 30 50 39 43 1 1 33 50 40 45 41 1 1 33 50 40 41 40 1 2 33 50 40 29 40 1 2 33 30 40 30 42 1 2 33 30 0 48 43 1 1 33 10 0 39 40 1 2 33 10 0 48 39 1 2 33 10 60 28 37 1 1 33 10 60 26 37 1 2 33 1

900 0 45 40 1 2 33 4900 0 45 45 1 1 33 4

0 0 29 39 1 1 33 60 0 22 40 1 2 33 60 0 32 40 1 1 33 60 40 50 39 1 1 33 20 0 49 40 1 2 33 20 0 62 39 1 2 33 20 40 55 43 1 2 33 20 40 45 40 1 1 33 20 40 45 39 1 2 33 20 35 23 40 1 2 33 2

900 0 45 43 1 1 33 41375 0 43 43 1 1 33 4

520 40 45 39 1 2 33 40 50 45 46 2 1 33 40 0 41 39 1 1 33 60 40 61 39 1 2 33 60 40 68 39 1 2 33 60 40 62 40 1 2 33 60 40 62 39 1 1 33 70 40 36 39 3 1 33 30 40 38 42 1 2 33 30 60 21 40 1 1 33 1

673 40 38 39 1 2 33 8752 40 42 40 1 1 33 8784 40 45 39 1 2 33 8300 40 45 42 1 1 33 8

0 40 58 35 1 2 33 70 41 26 40 1 1 33 2

0 50 24 43 1 2 33 20 45 25 42 1 1 33 30 50 42 43 1 1 33 20 40 20 42 1 2 33 20 75 51 44 1 2 33 50 75 53 43 2 1 33 50 40 39 40 1 2 33 70 50 40 39 1 1 33 70 0 37 40 1 2 33 50 40 31 39 1 1 33 50 0 45 39 3 1 33 70 40 45 43 1 1 33 50 80 39 40 1 1 33 50 40 39 40 1 2 33 50 60 48 39 1 1 33 70 50 56 39 1 1 33 70 40 55 39 1 2 33 70 40 41 40 1 1 33 7

519 50 29 40 1 1 33 4500 40 29 43 1 2 33 4

0 50 35 39 1 1 33 60 40 33 39 1 2 33 60 0 34 39 1 1 33 70 40 54 39 1 2 33 60 60 32 43 1 1 33 20 50 50 43 2 2 33 20 40 47 36 2 2 33 1

260 40 27 39 1 2 33 8400 50 30 39 1 1 33 8808 40 33 43 1 1 33 8

1140 0 32 40 1 1 33 4277 40 32 43 1 2 33 4

1250 40 37 40 1 1 33 40 40 34 39 1 1 33 40 50 44 43 1 1 33 70 40 57 43 1 1 33 70 40 56 40 1 2 33 70 0 40 39 1 1 33 60 0 31 40 1 2 33 60 50 36 42 1 1 33 70 0 34 39 1 1 33 70 43 35 39 1 2 33 70 45 44 40 1 1 33 70 50 48 43 1 1 33 70 40 46 43 1 2 33 70 40 58 39 1 2 33 70 50 46 39 1 1 33 50 40 47 39 1 2 33 50 40 46 40 1 1 33 50 42 34 43 1 1 33 60 40 21 40 1 2 33 60 45 42 41 1 2 33 70 45 34 41 1 1 33 70 40 24 39 1 2 33 7

0 40 34 39 1 2 33 20 40 58 43 1 1 33 50 50 54 44 1 1 33 30 50 53 44 1 2 33 30 60 37 40 1 1 33 30 40 36 40 1 2 33 30 43 51 43 1 1 33 10 40 23 39 1 2 33 50 40 22 39 1 1 33 70 50 46 44 1 2 33 70 40 40 39 1 2 33 20 40 37 36 1 1 33 2

280 40 60 40 1 2 33 4210 35 40 39 1 1 33 4

0 60 33 42 1 1 33 60 50 32 39 1 1 33 20 40 53 41 1 2 33 5

2885 50 48 45 1 1 33 8577 40 41 41 1 2 33 8

0 40 46 39 1 1 33 10 40 45 39 1 2 33 10 40 47 39 1 1 33 1

807 40 34 43 1 1 33 8385 40 21 39 1 2 33 4

0 50 62 34 1 1 33 10 40 45 42 1 1 33 20 40 42 41 1 2 33 2

461 40 38 39 1 2 33 41298 50 47 40 1 1 33 4

0 35 57 39 1 2 33 20 40 45 39 1 1 33 60 40 40 39 1 2 33 50 40 38 39 1 1 33 70 99 70 39 1 2 33 50 46 26 40 1 2 33 50 40 37 43 1 2 33 10 40 57 44 1 1 33 10 40 53 42 1 2 33 10 42 46 40 1 1 33 30 70 41 43 1 1 33 50 40 39 39 1 2 33 30 40 18 36 1 1 33 30 45 51 44 1 2 33 7

1327 45 33 39 1 1 33 40 45 29 40 1 1 33 60 40 53 39 1 1 33 70 40 51 39 1 2 33 70 40 24 41 1 2 33 7

840 40 42 39 1 1 33 80 45 60 43 4 1 33 80 48 43 41 1 2 33 7

962 40 28 43 1 2 33 82885 70 28 43 1 1 33 8

541 40 37 42 1 2 33 4

0 40 31 44 1 1 33 60 40 32 44 1 2 33 60 45 41 43 1 1 33 30 40 56 45 1 1 33 30 60 52 44 1 2 33 30 40 61 43 4 2 33 8

481 40 29 43 4 1 33 8904 36 39 43 1 2 33 8450 40 46 40 2 2 33 8308 45 38 33 1 1 33 8481 40 43 33 1 1 33 8383 40 48 40 1 2 33 8621 50 45 40 1 1 33 8

0 35 51 44 2 2 33 70 50 31 43 1 2 33 7

480 40 23 43 4 1 33 4376 40 19 39 4 1 33 4

1012 40 24 40 2 1 33 40 60 50 43 1 1 33 50 45 58 39 1 2 33 50 45 54 40 1 2 33 3

1058 50 37 43 1 1 33 41577 55 45 44 1 1 33 4

538 45 43 40 1 2 33 4769 40 29 45 1 2 33 4576 40 32 44 1 1 33 4

0 40 25 44 4 2 33 50 40 46 39 1 2 33 60 40 18 37 1 1 33 60 40 41 39 1 1 33 40 40 19 39 1 1 33 40 40 63 40 1 1 33 60 40 32 43 4 1 33 60 50 48 43 1 1 33 70 40 41 43 1 1 33 70 50 41 44 1 2 33 70 42 28 40 1 1 33 50 40 51 36 2 1 33 10 35 38 39 1 2 33 20 40 44 42 1 1 33 20 40 35 43 1 1 33 20 58 52 40 1 2 33 10 40 29 39 1 2 33 10 59 35 43 1 2 33 1

342 40 41 39 2 2 33 80 60 50 43 1 1 33 50 40 35 40 4 1 33 60 38 34 40 4 2 33 60 35 43 39 1 2 33 50 46 19 42 1 2 33 50 40 39 39 2 2 33 50 40 40 39 2 1 33 5

769 40 31 43 4 2 33 80 40 34 43 1 1 33 2

0 40 58 39 1 2 33 10 50 41 40 1 2 33 10 80 41 44 1 1 33 10 40 41 40 1 2 33 10 40 38 39 1 1 33 10 40 54 39 1 1 33 20 49 56 39 1 2 33 20 55 45 39 1 1 33 20 40 40 39 1 2 33 20 36 18 36 1 1 33 20 65 36 43 1 1 33 20 40 33 43 1 1 33 30 40 38 40 1 2 33 30 40 75 43 1 1 33 30 50 40 39 1 1 33 30 40 60 40 1 1 33 30 40 62 39 1 2 33 30 60 53 44 1 1 33 30 45 44 39 1 1 33 30 40 44 43 4 2 33 3

334 40 27 40 1 2 33 80 40 50 45 1 1 33 20 50 48 43 1 2 33 60 45 45 43 1 1 33 8

785 50 47 39 1 2 33 80 40 46 43 1 1 33 30 0 22 43 1 1 33 3

1923 40 47 43 1 1 33 41096 40 38 41 1 2 33 8

0 40 47 44 1 2 33 70 40 30 43 1 1 33 70 46 44 40 1 2 33 60 0 48 40 1 1 33 60 40 64 38 2 1 33 60 45 49 40 1 2 33 60 45 27 40 1 2 33 6

1100 60 39 39 1 1 33 4350 40 42 34 1 1 33 4600 50 35 40 1 1 33 4740 50 34 40 1 2 33 4

0 40 35 43 1 1 33 30 57 44 43 1 1 33 30 40 74 39 1 2 33 3

962 40 54 40 1 1 33 8808 40 54 39 1 2 33 8640 60 37 39 1 1 33 8308 40 31 43 1 2 33 8

0 51 60 40 1 1 33 60 66 45 34 1 1 33 60 0 34 43 2 2 33 60 40 49 39 1 1 33 60 60 28 45 1 1 33 60 60 28 43 1 2 33 60 40 59 41 1 1 33 6

0 40 20 39 1 1 33 60 40 20 39 3 1 33 60 40 22 36 1 1 33 60 40 62 39 1 2 33 70 65 36 40 1 1 33 20 55 34 40 1 1 33 20 37 69 40 2 2 33 20 55 39 43 4 2 33 20 70 26 39 1 1 33 20 40 24 40 1 2 33 2

934 40 36 40 1 1 33 896 40 57 43 1 1 33 8

961 40 26 43 1 2 33 8219 40 55 39 1 2 33 8300 50 60 39 1 1 33 8

0 38 33 40 2 2 33 70 40 53 34 1 1 33 70 35 50 34 1 2 33 70 40 63 37 1 1 33 60 40 38 41 1 1 33 20 40 35 39 1 1 33 70 38 19 40 1 2 33 50 42 39 32 1 2 33 50 55 27 40 1 1 33 50 40 24 40 1 1 33 80 40 50 40 1 1 33 80 40 50 40 1 2 33 80 40 37 43 1 1 33 20 40 50 40 1 2 33 20 40 27 44 1 2 33 20 65 53 40 1 1 33 20 40 52 40 1 2 33 20 60 60 43 1 1 33 20 60 30 40 1 1 33 20 50 34 37 1 1 33 20 40 35 40 1 2 33 20 35 48 36 1 1 33 40 40 25 39 1 1 33 30 40 27 34 1 1 33 30 40 25 34 1 2 33 30 40 79 36 2 2 33 70 40 38 39 1 2 33 3

460 40 32 39 1 1 33 4440 40 24 39 1 2 33 4

0 40 29 39 1 2 33 80 40 45 39 1 1 33 40 40 44 39 1 1 33 30 60 63 43 2 1 33 20 56 54 39 2 2 33 20 40 36 39 1 1 33 40 40 33 32 1 2 33 40 40 60 40 1 1 33 40 40 56 33 1 1 33 10 50 28 44 1 1 33 4

0 70 56 44 1 2 33 50 40 30 40 1 2 33 70 40 31 39 1 1 33 70 40 22 40 1 1 33 60 38 52 40 1 2 33 70 40 42 40 1 1 33 7

884 40 34 40 1 1 33 40 40 40 40 2 2 33 70 50 29 43 1 1 33 50 40 25 39 1 1 33 70 38 25 41 1 2 33 70 45 35 45 1 1 33 50 40 28 44 1 2 33 5

1200 40 35 39 1 1 33 40 50 47 45 1 1 33 30 40 25 33 1 1 33 60 45 38 40 2 1 33 70 40 36 40 1 2 33 70 38 45 43 1 1 33 50 40 35 39 1 1 33 30 40 68 32 1 1 33 3

1250 40 49 40 1 1 33 40 40 24 37 2 2 33 70 40 22 37 2 2 33 70 40 38 43 1 1 33 20 45 36 43 1 1 33 2

1385 45 54 44 1 1 33 40 40 41 43 1 1 33 20 35 81 39 1 2 33 20 40 46 39 1 1 33 20 40 41 39 1 2 33 20 40 53 44 1 1 33 2

323 40 28 38 1 1 33 80 40 48 41 4 1 33 20 0 46 42 4 2 33 20 50 59 45 2 1 33 50 60 53 43 1 1 33 2

606 40 45 33 1 1 33 8332 40 45 32 1 2 33 8360 40 21 35 1 1 33 8115 40 29 34 1 1 33 8240 40 23 35 1 1 33 8

0 40 60 42 2 2 33 70 40 36 40 2 1 33 70 40 34 41 2 2 33 70 40 61 36 2 2 33 70 40 30 42 2 1 33 70 60 57 39 1 2 33 20 55 58 40 1 1 33 20 60 62 45 1 1 33 30 35 61 44 1 2 33 30 40 45 39 1 1 33 10 50 48 43 2 1 33 10 40 28 40 2 2 33 1

0 60 37 33 1 1 33 10 40 34 40 1 1 33 20 40 28 39 1 1 33 10 65 49 40 1 1 33 20 38 49 39 1 2 33 20 65 50 43 1 1 33 70 50 50 44 1 2 33 7

550 40 45 40 1 1 33 80 40 50 39 1 1 33 60 42 49 39 1 2 33 60 40 25 43 1 1 33 60 40 25 39 1 1 33 30 40 24 39 1 1 33 30 40 20 39 1 1 33 30 45 49 39 2 2 33 30 48 21 39 2 1 33 30 0 30 39 1 1 33 50 50 32 43 1 1 33 50 40 36 40 1 2 33 5

1250 55 27 43 1 1 33 4560 45 35 39 1 1 33 4800 45 32 43 1 2 33 8

0 40 49 43 1 1 33 20 40 37 39 1 2 33 20 0 35 43 2 1 33 1

1250 40 51 39 2 1 33 81154 40 45 39 2 2 33 8

962 40 53 39 1 1 33 8320 40 23 43 1 1 33 8

50 35 22 40 1 2 33 8800 45 46 39 1 1 33 8750 40 27 43 2 2 33 8

0 40 32 40 2 1 33 10 40 39 40 2 1 33 10 40 59 44 1 1 33 10 45 21 40 2 1 33 20 40 23 39 2 1 33 10 40 39 42 2 2 33 10 60 38 39 1 1 33 1

320 40 25 40 2 2 33 80 40 38 43 1 2 33 20 70 32 44 1 1 33 20 50 31 44 1 2 33 20 40 36 44 4 2 33 2

580 40 50 39 1 1 33 80 65 32 43 1 1 33 20 40 32 43 1 2 33 20 40 34 43 1 1 33 20 40 27 35 1 1 33 30 40 28 39 1 2 33 30 40 45 33 1 1 33 20 40 33 32 1 1 33 20 40 30 33 1 1 33 20 50 26 39 1 1 33 2

0 40 40 34 1 1 33 60 60 50 39 1 2 33 70 35 47 39 1 2 33 10 50 46 39 1 1 33 10 40 37 39 1 1 33 10 50 27 43 1 1 33 10 40 37 44 1 1 33 10 40 35 43 1 1 33 10 45 51 40 1 1 33 10 40 48 43 1 2 33 10 40 33 39 1 1 33 30 80 40 39 1 1 33 30 40 19 39 1 1 33 3

962 40 54 37 1 1 33 80 50 44 44 1 1 33 70 40 43 44 1 2 33 7

840 40 31 40 1 2 33 80 40 32 43 1 2 33 70 40 28 40 1 1 33 70 40 21 39 1 2 33 70 40 21 39 1 1 33 70 40 51 34 1 1 33 70 40 37 39 1 1 33 70 40 29 39 1 1 33 70 40 35 43 2 2 33 30 40 42 37 2 1 33 60 40 21 35 1 1 33 10 50 30 38 1 1 33 10 100 42 39 1 1 33 20 50 30 44 1 2 33 20 40 36 32 1 1 33 3

310 40 39 36 2 2 33 40 70 40 43 4 1 33 70 0 46 40 1 1 33 30 40 40 43 1 2 33 60 40 45 42 1 2 33 60 40 52 40 1 1 33 60 40 21 40 1 2 33 60 55 37 43 1 1 33 70 40 29 40 4 2 33 60 60 27 40 4 1 33 60 40 31 39 1 1 33 3

961 40 45 39 1 1 33 883 52 42 40 1 2 33 8

0 50 43 39 1 1 33 40 55 42 43 1 1 33 60 40 43 41 1 2 33 60 50 32 45 1 1 33 60 40 36 39 1 1 33 6

600 50 36 34 1 1 33 8383 40 33 35 1 2 33 8

0 45 34 43 1 1 33 20 45 36 43 1 1 33 7

1154 40 51 40 1 1 33 4

346 40 44 40 1 2 33 40 60 39 43 1 1 33 80 45 35 43 1 2 33 20 0 41 44 1 1 33 60 50 44 44 1 2 33 6

600 40 61 43 1 2 33 8900 50 55 43 1 1 33 8

0 0 40 43 1 1 33 70 51 63 39 1 1 33 70 60 46 43 1 1 33 7

684 40 40 34 1 1 33 4400 40 38 39 1 2 33 4

1635 50 32 43 1 1 33 40 45 32 43 1 2 33 30 45 35 43 1 1 33 30 60 41 44 1 2 33 30 60 38 43 1 1 33 60 45 29 39 2 1 33 30 40 38 43 2 1 33 3

1250 45 40 43 1 2 33 41154 40 48 40 1 2 33 8

0 55 32 44 1 1 33 50 46 29 39 1 1 33 50 40 32 39 1 2 33 50 38 36 42 1 2 33 70 45 36 40 1 1 33 70 40 49 45 4 2 33 50 40 25 40 1 1 33 50 35 23 42 1 2 33 5

236 40 19 38 2 1 33 80 40 57 43 1 1 33 60 40 60 40 2 2 33 50 0 32 43 2 2 33 50 37 60 40 2 2 33 50 40 25 43 1 2 33 50 40 24 43 1 2 33 50 40 49 43 1 2 33 10 0 31 39 1 1 33 10 50 41 43 1 1 33 10 50 34 43 1 1 33 10 60 30 40 1 2 33 10 45 41 43 1 1 33 10 40 40 41 1 2 33 10 40 49 39 1 1 33 10 35 44 43 1 1 33 4

577 40 37 43 1 2 33 40 55 51 40 1 1 33 2

1442 53 45 45 1 1 33 80 35 42 40 1 2 33 8

481 55 25 40 1 2 33 8769 40 26 44 1 2 33 8962 40 27 43 1 2 33 8

0 40 45 40 1 1 33 20 40 34 43 1 2 33 2

0 35 55 39 1 1 33 50 55 54 40 1 2 33 50 45 44 43 1 1 33 50 40 43 43 1 2 33 50 55 36 37 1 1 33 50 50 39 39 1 1 33 50 38 55 43 2 2 33 5

1538 40 45 45 1 1 33 8560 40 43 44 1 2 33 8

0 40 28 43 1 1 33 60 35 47 44 2 2 33 6

487 40 30 40 1 1 33 40 55 51 43 1 1 33 70 35 63 39 1 2 33 50 40 37 43 1 1 33 50 45 33 40 1 1 33 50 40 35 39 1 2 33 50 40 24 39 1 2 33 50 60 37 40 1 1 33 70 40 61 39 1 2 33 70 50 36 43 1 1 33 50 40 48 33 1 1 33 60 40 29 33 1 2 33 60 40 29 34 1 1 33 60 40 21 33 1 1 33 60 50 33 34 1 1 33 10 40 26 33 1 2 33 10 50 31 39 1 1 33 30 0 50 45 1 1 33 30 38 50 44 1 2 33 3

1500 40 26 43 2 1 33 8400 40 35 40 2 2 33 4

0 40 35 33 1 1 33 10 40 30 39 1 1 33 30 55 32 43 1 2 33 60 55 37 39 1 1 33 60 40 21 41 1 1 33 50 42 43 34 1 1 33 80 40 41 32 1 2 33 50 40 32 35 1 1 33 10 40 50 40 1 2 33 70 40 42 33 1 1 33 70 37 39 39 1 2 33 80 40 37 39 1 1 33 80 40 42 34 1 1 33 80 35 39 34 1 2 33 80 40 21 39 1 1 33 80 40 19 39 1 1 33 80 40 30 39 1 1 33 50 40 28 40 1 2 33 50 40 56 40 1 1 33 70 40 49 39 2 1 33 30 40 39 43 2 1 33 60 40 33 39 2 2 33 6

0 40 54 40 1 2 33 20 40 34 40 2 2 33 70 40 35 43 2 1 33 70 40 39 46 2 2 33 70 40 58 43 1 2 33 1

2250 45 50 40 1 1 33 82000 40 42 39 1 2 33 81100 50 22 40 1 1 33 8

0 40 53 36 1 1 33 60 40 50 35 1 2 33 60 50 25 37 1 1 33 60 40 23 39 1 1 33 60 35 18 38 1 1 33 60 45 31 44 1 1 33 10 40 35 39 2 1 33 80 45 24 44 1 1 33 30 35 32 42 1 2 33 30 55 27 39 1 1 33 30 40 45 45 1 1 33 7

300 40 39 35 1 1 33 80 40 31 39 1 1 33 60 40 26 39 1 1 33 30 40 21 39 1 2 33 3

865 40 28 40 1 1 33 4865 40 36 41 1 2 33 4725 40 45 40 2 2 33 8

0 75 47 40 1 2 33 70 35 37 40 2 1 33 70 40 33 40 2 2 33 70 40 41 39 2 1 33 30 40 28 36 1 1 33 3

808 40 76 39 1 2 33 40 40 32 40 2 1 33 30 40 35 39 2 2 33 60 40 29 39 2 1 33 6

606 40 51 34 1 1 33 4360 52 22 36 1 1 33 4283 40 19 36 1 1 33 4

0 40 41 37 1 1 33 70 40 57 44 1 2 33 70 65 34 43 4 1 33 20 40 47 39 1 2 33 60 40 24 37 1 1 33 30 40 30 40 1 2 33 3

270 40 33 37 1 2 33 40 0 31 34 1 1 33 50 45 28 39 1 1 33 20 40 29 39 1 1 33 20 56 25 40 2 1 33 20 35 27 40 4 1 33 20 45 50 39 4 1 33 20 40 49 39 4 2 33 20 50 32 43 1 1 33 20 50 56 43 4 1 33 2

0 40 55 43 4 2 33 20 0 46 45 1 1 33 20 60 40 43 1 1 33 50 40 51 40 4 2 33 10 48 48 40 1 2 33 10 40 24 39 1 1 33 10 35 20 40 1 1 33 10 60 42 40 1 1 33 10 40 35 42 1 2 33 10 56 40 39 2 2 33 30 40 19 39 1 1 33 50 40 49 37 2 1 33 10 40 48 40 2 2 33 10 40 29 40 2 2 33 10 60 33 41 2 1 33 10 40 49 39 1 1 33 20 40 30 39 1 1 33 20 48 19 43 1 1 33 30 80 33 45 1 2 33 30 43 39 43 1 1 33 10 40 39 40 1 2 33 1

380 40 43 40 2 1 33 4260 40 41 39 2 1 33 4

2885 45 41 43 2 2 33 40 40 28 43 1 2 33 20 40 34 44 1 1 33 20 0 25 39 1 1 33 20 60 49 39 1 2 33 20 50 41 40 1 1 33 20 40 27 40 1 1 33 30 40 32 36 1 1 33 5

740 50 34 40 1 2 33 40 40 35 33 1 1 33 10 40 32 39 1 2 33 10 40 43 43 1 1 33 30 99 26 45 4 1 33 30 60 42 39 1 1 33 20 50 40 44 1 2 33 70 40 32 43 2 2 33 20 50 26 43 1 1 33 70 43 46 40 1 1 33 20 43 47 43 1 2 33 20 40 31 43 1 2 33 30 35 24 33 1 2 33 60 35 31 34 1 1 33 60 80 48 43 2 1 33 30 80 36 43 2 2 33 3

961 0 53 39 1 1 33 4650 0 46 39 1 2 33 4480 40 30 39 1 1 33 4

0 45 31 33 1 1 33 60 60 41 40 2 1 33 70 60 52 40 1 1 33 3

280 40 40 36 1 2 33 4

0 40 26 37 2 2 33 10 35 25 40 2 1 33 50 43 36 44 2 1 33 50 0 58 38 2 2 33 60 0 31 43 2 2 33 60 40 48 42 2 2 33 50 40 28 43 4 1 33 60 44 40 39 1 1 33 10 55 25 37 1 1 33 80 40 57 36 1 1 33 50 40 57 36 2 2 33 50 50 40 39 1 2 33 20 40 47 33 1 2 33 30 40 27 39 1 1 33 30 40 21 40 1 1 33 30 40 29 40 1 1 33 40 40 35 39 1 2 33 40 0 24 42 2 2 33 70 40 41 39 1 1 33 30 42 39 39 1 2 33 30 60 43 43 1 1 33 40 40 28 40 2 2 33 60 40 33 41 2 1 33 70 40 58 39 2 1 33 70 40 46 39 1 1 33 60 40 44 40 2 1 33 60 35 46 39 1 1 33 60 40 45 39 2 2 33 6

640 40 44 39 2 1 33 8680 40 48 37 2 2 33 8

0 40 26 43 2 1 33 6519 40 47 36 1 2 33 8

0 40 53 40 1 1 33 80 40 59 34 1 1 33 10 40 28 43 2 2 33 6

480 40 57 33 1 1 33 80 40 23 40 2 2 33 50 40 18 37 1 2 33 10 40 40 40 1 2 33 10 50 46 44 1 1 33 10 60 44 43 1 1 33 10 40 35 39 1 2 33 10 48 41 43 1 2 33 10 40 34 39 2 2 33 70 40 35 44 1 1 33 10 40 20 40 1 2 33 10 45 29 39 1 1 33 10 50 56 43 1 1 33 50 50 53 39 1 2 33 50 40 46 43 4 2 33 5

150 80 45 40 1 2 33 41576 50 47 43 1 1 33 4

0 40 39 41 1 1 33 70 35 47 39 1 2 33 3

0 40 42 36 1 1 33 3577 40 34 40 1 2 33 8875 40 54 39 4 1 33 8423 40 53 43 4 2 33 8

0 0 25 38 1 1 33 30 40 22 39 1 1 33 30 45 47 39 1 2 33 30 45 45 39 1 1 33 3

827 45 48 40 1 1 33 40 40 56 43 4 1 33 60 40 46 39 4 2 33 60 40 54 40 2 2 33 70 53 25 42 1 1 33 50 40 50 40 1 2 33 50 40 68 40 1 1 33 6

692 40 29 42 1 1 33 41308 50 49 43 1 1 33 8

0 40 44 41 1 1 33 20 60 43 41 1 2 33 20 55 35 39 1 1 33 5

2885 60 35 43 1 1 33 40 40 46 44 1 2 33 50 50 46 44 1 1 33 50 50 40 44 1 1 33 20 45 31 39 2 1 33 20 40 44 39 1 1 33 20 40 43 39 1 2 33 20 40 25 39 1 2 33 20 0 33 40 1 1 33 60 50 68 39 1 1 33 50 50 28 41 1 2 33 60 40 37 44 2 2 33 50 0 57 40 1 1 33 20 45 25 43 1 1 33 20 40 55 39 2 2 33 20 40 28 43 1 1 33 50 40 35 39 1 1 33 50 0 33 43 1 1 33 20 42 35 43 1 2 33 20 50 33 43 1 1 33 20 50 35 40 1 2 33 10 40 42 35 1 1 33 10 40 40 39 1 1 33 10 40 36 39 1 2 33 10 40 33 40 1 2 33 10 45 36 39 1 1 33 10 39 35 39 1 1 33 10 50 32 46 1 1 33 10 40 47 41 1 2 33 20 35 21 42 1 2 33 20 55 40 40 1 1 33 20 65 49 40 1 2 33 20 40 50 40 1 1 33 30 45 23 42 1 1 33 3

0 40 20 40 1 2 33 30 40 36 39 1 1 33 20 40 57 43 1 1 33 20 40 52 40 1 2 33 20 60 37 43 1 2 33 20 50 36 43 1 1 33 20 40 25 42 1 2 33 20 40 35 41 1 1 33 20 40 59 39 1 2 33 20 40 71 43 1 1 33 60 40 30 43 1 1 33 60 60 28 40 1 1 33 60 40 31 39 1 2 33 60 40 27 43 1 1 33 60 50 26 43 1 1 33 60 40 40 32 1 1 33 60 40 24 39 2 2 33 60 45 30 43 1 2 33 60 38 57 44 1 1 33 60 40 53 44 1 1 33 60 50 54 44 1 1 33 30 40 22 40 1 1 33 30 50 52 39 1 1 33 50 59 29 39 1 2 33 5

2885 55 49 44 2 1 33 4412 40 48 40 2 2 33 4

0 40 42 43 1 2 33 50 40 47 42 2 2 33 10 40 24 39 1 2 33 10 40 53 44 1 2 33 60 40 26 40 1 2 33 10 40 30 40 1 1 33 10 50 49 40 1 1 33 1

1154 40 49 40 1 1 33 80 0 61 40 2 2 33 6

745 0 44 39 1 1 33 8802 0 24 40 1 1 33 8200 35 45 39 1 2 33 8

0 60 52 44 1 1 33 50 40 45 44 1 2 33 50 46 44 39 1 1 33 5

240 40 19 37 1 1 33 8920 40 41 40 1 1 33 8

0 60 34 40 1 1 33 60 45 31 40 1 1 33 70 40 35 43 1 2 33 5

481 40 29 33 1 1 33 80 60 30 40 1 1 33 70 37 51 44 1 2 33 30 55 33 39 1 1 33 70 35 44 39 2 2 33 60 50 39 39 1 1 33 6

769 50 46 44 1 1 33 80 38 56 44 1 2 33 3

0 45 30 45 1 2 33 30 50 29 45 1 1 33 30 38 62 39 1 2 33 30 40 62 40 1 1 33 3

1160 47 31 44 1 1 33 4840 40 29 42 1 2 33 4875 40 42 39 1 1 33 8

0 40 29 40 1 2 33 60 40 36 40 1 1 33 60 40 27 39 1 1 33 60 44 45 43 1 1 33 60 40 45 43 1 2 33 60 40 34 42 1 1 33 50 40 32 39 1 1 33 80 40 31 39 1 2 33 80 40 34 39 1 1 33 80 35 32 39 1 2 33 80 40 34 44 4 1 33 50 40 48 39 1 2 33 50 40 29 34 1 2 33 30 40 24 39 1 1 33 30 55 28 43 1 1 33 60 40 29 33 1 1 33 30 40 49 40 1 1 33 30 40 30 43 1 2 33 3

412 40 49 39 2 2 33 80 50 35 43 1 1 33 50 60 38 40 1 1 33 30 65 41 40 1 1 33 60 55 35 41 1 2 33 60 50 36 33 1 1 33 3

800 40 46 39 2 1 33 80 40 56 40 1 1 33 70 42 51 43 1 1 33 70 40 22 40 1 2 33 70 40 35 39 1 1 33 70 40 57 39 2 1 33 30 60 49 40 2 2 33 30 55 32 40 1 1 33 70 40 63 43 1 1 33 30 40 36 39 2 1 33 30 40 52 40 1 1 33 3

1615 40 39 42 1 1 33 40 40 52 43 2 1 33 30 40 42 40 2 2 33 60 55 40 44 1 1 33 70 50 41 43 1 2 33 70 47 28 43 1 2 33 70 40 24 43 1 2 33 70 40 55 39 1 2 33 70 45 29 46 1 2 33 70 45 26 43 1 2 33 70 65 34 43 1 1 33 70 45 39 44 1 1 33 7

0 40 53 39 1 1 33 70 35 38 39 1 2 33 70 48 32 44 1 1 33 70 40 30 44 1 2 33 70 40 32 39 1 1 33 10 40 24 39 1 1 33 10 35 22 39 1 2 33 10 35 24 42 1 2 33 10 45 44 39 1 2 33 10 50 51 42 1 1 33 10 40 28 37 1 2 33 30 40 29 37 4 2 33 50 40 34 39 1 1 33 50 40 21 41 1 1 33 20 35 20 41 1 1 33 20 52 44 43 1 1 33 20 40 18 40 1 2 33 20 44 32 43 1 2 33 30 42 38 44 1 1 33 30 45 34 40 1 2 33 30 50 38 40 1 1 33 30 50 29 43 1 2 33 30 50 39 40 1 1 33 7

921 50 53 43 4 1 33 42307 50 53 43 4 2 33 4

0 50 31 43 1 1 33 3288 40 49 36 2 1 33 4

0 40 48 39 1 2 33 30 40 51 41 1 2 33 2

361 40 43 41 1 1 33 4273 35 41 41 1 2 33 4961 40 57 45 1 1 33 4

1153 40 48 43 1 2 33 41134 45 41 43 1 1 33 41346 60 37 43 1 1 33 4

769 40 33 43 1 2 33 4942 40 43 39 1 1 33 4578 35 41 40 1 1 33 4560 35 33 40 1 2 33 4

1135 45 40 43 1 1 33 4769 60 40 40 1 1 33 4

1076 50 50 45 1 1 33 40 50 61 40 1 2 33 50 60 63 39 1 1 33 5

1250 40 41 40 1 1 33 4962 40 23 43 4 1 33 4519 50 31 42 1 2 33 4

0 40 56 39 1 1 33 60 40 48 46 2 1 33 70 40 40 41 2 2 33 70 40 31 40 1 1 33 10 40 57 40 1 1 33 10 60 48 39 1 2 33 10 45 35 45 1 1 33 1

0 40 30 44 1 2 33 10 40 38 43 1 2 33 50 60 37 40 1 1 33 50 40 23 39 2 2 33 10 40 39 39 2 1 33 10 40 59 34 1 1 33 20 40 22 37 1 2 33 20 40 28 44 1 2 33 20 40 48 34 1 2 33 10 0 23 43 1 2 33 10 50 33 44 1 1 33 30 120 42 40 1 1 33 60 40 55 39 1 2 33 60 40 36 44 1 1 33 60 40 36 39 1 1 33 60 40 26 39 1 2 33 6

865 44 43 43 1 1 33 40 43 44 41 1 2 33 50 40 21 40 1 1 33 50 40 46 44 1 1 33 50 40 49 34 1 2 33 20 35 39 39 2 2 33 70 40 47 39 1 1 33 60 50 45 43 1 1 33 30 45 47 44 1 2 33 30 50 27 40 1 2 33 30 50 35 43 1 1 33 30 40 31 41 2 1 33 70 40 34 41 2 2 33 70 40 23 40 1 2 33 10 40 26 39 1 1 33 1

102 40 68 39 1 2 33 80 60 42 40 1 1 33 30 50 32 40 1 1 33 10 40 24 43 1 1 33 60 40 26 44 1 2 33 60 40 24 39 1 1 33 60 40 21 39 1 1 33 60 40 30 39 1 1 33 60 40 30 39 1 1 33 60 40 37 44 1 1 33 70 40 33 44 1 2 33 70 40 37 34 1 1 33 50 40 30 39 1 1 33 3

1330 45 48 43 1 1 33 40 40 34 39 1 1 33 30 40 33 33 1 2 33 30 40 39 39 2 2 33 50 55 28 39 1 2 33 50 45 29 39 1 1 33 50 50 41 39 1 1 33 70 40 38 39 2 2 33 60 50 28 39 1 1 33 50 40 28 40 1 2 33 5

0 40 30 39 2 1 33 30 40 30 39 2 2 33 30 50 33 43 1 1 33 50 55 38 40 1 2 33 50 40 41 40 1 1 33 60 40 34 46 1 2 33 60 50 35 36 1 1 33 1

1250 50 45 44 1 1 33 40 40 57 43 1 1 33 10 50 52 44 1 2 33 1

577 40 33 40 2 2 33 4577 40 34 40 2 1 33 4

0 0 37 39 1 1 33 4577 40 33 39 1 2 33 4

0 40 45 43 1 1 33 10 40 42 40 2 2 33 50 40 54 40 2 2 33 50 40 43 43 1 1 33 50 50 51 44 1 2 33 50 43 51 39 2 2 33 50 40 39 41 2 2 33 50 45 40 43 1 1 33 50 40 42 46 1 2 33 50 40 35 32 1 1 33 50 40 35 40 1 1 33 50 51 56 39 1 1 33 70 40 49 43 1 2 33 70 50 34 39 1 1 33 60 40 37 39 1 1 33 20 35 18 37 1 1 33 20 38 64 43 1 2 33 10 40 24 39 2 1 33 20 38 28 39 2 2 33 10 40 25 34 1 1 33 10 40 29 33 1 1 33 10 40 56 34 1 1 33 10 60 26 39 1 1 33 10 60 25 34 1 1 33 1

423 40 30 40 1 2 33 4712 40 30 43 1 1 33 4

0 40 33 40 1 1 33 30 40 38 43 1 2 33 30 40 28 43 1 2 33 70 40 33 43 1 1 33 70 40 27 40 1 1 33 30 50 42 43 1 1 33 20 40 45 44 1 1 33 20 50 49 44 1 2 33 70 40 42 44 1 2 33 70 40 46 45 1 1 33 70 50 44 40 1 1 33 30 40 43 43 2 1 33 70 40 25 39 1 2 33 10 40 45 40 1 2 33 3

0 50 52 39 1 1 33 20 44 46 39 1 2 33 20 40 46 40 2 1 33 10 40 47 39 2 2 33 10 40 45 40 2 1 33 10 40 35 39 1 2 33 10 40 59 40 1 1 33 30 40 47 39 2 1 33 50 40 30 39 2 2 33 50 40 25 39 2 1 33 5

2885 65 38 45 1 1 33 42596 45 34 43 1 2 33 4

577 40 28 43 1 1 33 80 40 36 44 2 1 33 60 40 37 44 2 2 33 6

2250 55 58 43 1 1 33 80 40 55 43 1 2 33 8

769 40 26 43 1 2 33 8929 40 35 43 1 2 33 4990 40 34 43 1 1 33 4

0 60 40 40 1 1 33 50 40 40 39 1 2 33 5

1538 40 51 43 1 1 33 8923 40 48 43 1 2 33 8

0 38 29 39 1 2 33 60 38 29 39 1 2 33 60 40 19 39 1 1 33 6

711 40 25 43 4 1 33 8577 42 26 39 1 1 33 8

0 50 33 39 1 1 33 70 42 26 43 1 2 33 1

240 40 18 37 1 2 33 80 50 48 45 1 1 33 60 40 43 41 2 2 33 70 40 41 39 2 2 33 70 40 43 39 2 1 33 70 40 24 43 2 2 33 70 0 28 44 1 2 33 30 40 44 40 2 2 33 30 40 45 39 2 2 33 20 40 26 40 2 2 33 20 55 23 39 2 2 33 2

481 40 47 40 2 1 33 8673 40 47 40 2 2 33 8

0 0 50 39 2 2 33 70 40 35 38 1 1 33 70 35 52 41 1 2 33 10 45 32 40 2 1 33 60 40 34 40 2 2 33 60 45 35 43 1 1 33 30 40 36 43 1 1 33 50 50 36 43 1 2 33 5

702 40 31 40 2 2 33 40 40 37 32 1 1 33 5

0 60 49 34 1 1 33 50 40 33 33 1 1 33 50 40 23 39 2 2 33 3

450 40 21 37 2 2 33 40 48 43 43 1 2 33 50 40 42 40 1 1 33 20 40 40 40 1 1 33 20 35 55 38 1 1 33 10 40 20 39 2 1 33 50 35 26 39 1 1 33 50 40 22 34 1 2 33 50 40 30 40 1 1 33 50 40 28 40 1 2 33 50 40 38 43 1 2 33 50 38 50 40 1 1 33 50 35 29 37 1 1 33 60 40 22 33 1 2 33 60 40 28 34 1 1 33 60 40 20 34 1 2 33 60 40 34 43 1 2 33 50 40 18 39 2 2 33 60 40 32 39 1 1 33 8

263 35 26 39 2 2 33 80 40 46 39 1 2 33 10 35 24 39 1 2 33 10 37 30 43 2 2 33 20 40 27 40 2 2 33 2

577 40 53 43 1 1 33 4577 40 49 43 1 1 33 4

0 40 32 43 2 2 33 50 70 27 40 1 1 33 30 70 36 39 1 1 33 30 70 26 39 1 1 33 30 40 30 43 2 2 33 30 40 50 39 1 1 33 30 40 27 39 1 2 33 30 40 33 39 1 1 33 30 40 31 39 1 1 33 40 40 30 39 1 2 33 40 40 35 39 1 1 33 10 40 25 40 2 1 33 10 40 28 35 1 1 33 70 40 26 34 1 1 33 70 40 36 39 2 1 33 20 37 27 39 2 2 33 2

692 40 51 40 2 2 33 40 50 43 43 1 1 33 7

380 40 39 40 1 2 33 80 50 28 39 1 2 33 30 40 35 39 1 2 33 3

440 40 51 45 1 1 33 8400 40 42 41 1 2 33 8

1435 70 29 41 1 1 33 80 40 23 39 1 1 33 7

0 40 28 39 1 2 33 7250 40 48 40 2 1 33 8

1000 40 49 44 2 2 33 8250 40 22 40 2 1 33 8

0 60 41 39 1 2 33 50 60 45 39 1 1 33 5

960 40 44 44 1 1 33 4576 40 47 44 1 2 33 4

0 40 33 39 1 1 33 8126 36 23 33 1 2 33 8252 36 37 36 1 1 33 8350 40 29 34 1 1 33 8350 35 43 39 2 2 33 8577 40 43 39 2 2 33 8

0 40 33 39 1 1 33 60 45 40 40 1 1 33 4

615 40 47 43 1 2 33 40 64 43 40 1 1 33 50 40 28 39 1 1 33 60 45 26 40 1 2 33 60 40 33 44 2 1 33 60 38 60 39 1 2 33 70 40 28 39 1 1 33 30 50 45 43 1 1 33 30 40 41 43 1 2 33 30 64 41 40 1 1 33 30 40 30 40 1 1 33 30 48 58 39 1 1 33 30 40 23 39 1 1 33 30 40 47 41 1 1 33 30 40 45 44 1 2 33 3

650 40 50 43 2 2 33 4640 40 28 41 2 1 33 4820 40 28 43 2 1 33 4

0 40 41 39 1 1 33 30 38 27 39 1 2 33 30 40 41 40 2 2 33 30 40 46 39 1 1 33 30 37 45 43 1 2 33 30 50 27 43 1 1 33 60 50 28 39 1 2 33 60 48 40 39 1 1 33 60 48 35 39 1 2 33 60 40 61 39 1 1 33 70 40 55 39 1 2 33 70 40 28 43 1 1 33 50 40 28 43 1 2 33 50 50 42 45 1 1 33 3

554 40 43 42 1 2 33 8710 40 44 42 1 1 33 8

0 40 40 39 1 2 33 30 60 49 39 1 1 33 30 40 63 40 1 1 33 10 40 41 39 1 1 33 1

0 41 53 43 1 1 33 50 40 49 39 1 1 33 6

961 80 36 43 1 1 33 4885 40 30 40 1 1 33 8769 0 37 45 1 2 33 4

1731 0 38 43 1 1 33 4220 40 48 31 1 1 33 4399 0 48 31 1 2 33 4

0 40 52 43 3 1 33 30 40 49 43 3 2 33 30 50 36 46 1 1 33 30 50 55 43 1 1 33 70 40 52 39 1 2 33 70 40 24 43 1 2 33 70 40 27 40 1 1 33 60 40 51 39 1 1 33 60 40 20 40 1 1 33 60 35 26 41 1 1 33 60 45 35 43 1 2 33 60 50 29 43 1 1 33 30 40 31 44 1 1 33 30 40 28 43 1 1 33 30 40 26 43 1 1 33 30 50 44 43 1 2 33 1

380 38 48 39 2 2 33 4460 40 38 43 2 2 33 4

0 50 38 41 1 1 33 60 40 62 39 1 1 33 70 60 46 43 1 1 33 7

909 56 33 42 1 1 33 40 40 48 44 1 1 33 2

1336 40 56 40 1 1 33 8300 40 31 40 1 2 33 4

1154 70 26 43 1 2 33 8412 40 42 39 2 2 33 8380 40 24 39 2 2 33 8

0 60 28 38 1 1 33 8308 40 42 37 1 1 33 8

0 60 66 46 1 1 33 20 55 31 40 2 1 33 30 40 50 39 2 1 33 30 40 49 39 2 2 33 30 40 43 43 1 1 33 70 35 47 44 1 1 33 70 55 29 44 1 2 33 3

865 40 25 40 1 1 33 80 57 21 39 1 2 33 20 60 31 44 2 1 33 20 70 38 45 1 1 33 20 40 68 39 1 1 33 1

1000 40 41 43 1 2 33 4921 75 40 44 1 1 33 4

0 40 51 44 2 1 33 7300 40 47 39 2 2 33 8

1451 40 59 39 1 1 33 8185 38 40 40 1 2 33 4

0 40 45 36 1 1 33 5440 40 60 40 1 2 33 4

0 0 61 39 1 1 33 40 40 60 40 1 1 33 1

2308 50 38 45 1 2 33 81610 40 50 40 1 1 33 8

0 50 43 43 1 2 33 20 40 29 39 1 1 33 50 40 29 39 1 2 33 50 50 46 44 1 2 33 50 40 35 43 4 2 33 50 40 22 38 4 2 33 50 40 24 39 1 1 33 50 40 21 39 1 1 33 50 40 43 39 2 2 33 50 40 23 39 2 1 33 50 40 45 44 1 1 33 50 44 52 40 1 1 33 20 40 26 39 1 2 33 20 55 45 43 1 1 33 20 40 25 43 1 2 33 20 75 40 43 1 1 33 2

481 60 33 43 1 1 33 40 40 56 39 1 1 33 50 40 26 40 1 1 33 50 40 23 40 1 2 33 50 70 26 42 2 1 33 50 50 39 39 1 1 33 60 0 62 40 1 2 33 60 50 35 43 2 1 33 60 40 24 39 2 2 33 60 38 65 43 1 1 33 2

650 0 39 43 1 1 33 82692 55 34 43 1 2 33 8

0 40 20 39 1 1 33 30 45 30 42 1 1 33 30 47 28 44 1 2 33 30 40 59 42 1 2 33 7

1038 40 40 43 1 1 33 80 40 67 34 1 1 33 3

500 46 25 43 1 1 33 8427 0 24 43 1 2 33 8600 40 52 41 2 2 33 8

1250 40 43 39 1 1 33 80 52 37 39 1 1 33 70 40 50 44 1 2 33 70 38 58 46 1 1 33 70 40 65 44 2 2 33 7

807 60 33 43 2 1 33 4400 40 37 40 2 2 33 4

0 55 37 44 1 1 33 10 40 58 38 1 2 33 1

0 40 57 39 1 1 33 10 40 24 36 1 1 33 10 45 47 43 1 1 33 10 40 26 43 1 2 33 10 40 42 39 2 2 33 70 40 39 33 1 1 33 7

923 40 42 40 1 1 33 80 40 22 40 1 2 33 10 38 27 40 1 1 33 10 40 40 39 1 1 33 10 40 22 43 1 2 33 10 45 33 40 1 1 33 60 40 26 43 1 2 33 60 55 47 40 1 1 33 60 50 40 45 1 2 33 60 50 41 46 1 1 33 60 45 23 40 1 2 33 60 38 31 43 1 2 33 60 60 31 44 1 1 33 60 0 47 37 1 2 33 70 40 40 39 1 2 33 70 40 24 39 1 2 33 70 40 23 41 1 1 33 7

1062 0 39 44 1 2 33 40 40 34 39 1 1 33 70 40 28 34 1 2 33 70 40 32 39 1 1 33 7

759 50 52 42 1 1 33 4481 52 37 43 1 2 33 4577 40 33 40 2 2 33 4923 40 39 43 2 1 33 4285 50 37 42 2 2 33 4

0 40 39 33 1 2 33 30 40 21 39 1 1 33 3

2884 60 48 43 2 1 33 4950 45 45 40 2 2 33 4

0 40 41 43 1 1 33 50 50 35 43 2 2 33 70 50 28 43 2 2 33 70 45 57 39 1 1 33 50 40 42 40 1 2 33 50 40 43 42 1 1 33 7

950 40 29 43 1 1 33 4500 40 35 40 1 1 33 8

0 40 38 31 1 1 33 30 40 27 38 1 1 33 30 40 30 41 1 2 33 3

2885 50 58 44 1 1 33 80 40 44 44 1 1 33 2

600 40 61 38 1 1 33 4450 40 58 39 1 2 33 4608 40 31 39 1 1 33 4576 40 37 44 1 2 33 4757 45 51 39 1 2 33 4

0 56 35 40 1 2 33 30 0 34 34 1 1 33 30 40 65 31 1 1 33 30 45 24 39 1 1 33 2

577 40 31 40 2 2 33 8558 40 32 40 1 2 33 8615 40 26 40 1 1 33 8

0 40 47 34 1 1 33 30 40 44 34 1 2 33 30 40 25 42 1 2 33 3

846 40 40 39 1 1 33 8510 40 40 39 1 2 33 8

0 40 20 39 1 1 33 41538 50 36 39 1 1 33 8

731 40 30 43 1 1 33 40 40 42 44 1 1 33 20 40 37 43 1 2 33 20 70 40 43 4 1 33 8

692 35 36 40 4 2 33 8769 50 51 40 1 2 33 8

0 49 27 40 1 2 33 10 47 48 40 1 1 33 10 40 46 41 1 1 33 10 40 45 39 1 2 33 10 40 22 40 1 1 33 10 40 18 39 1 2 33 10 40 38 39 1 1 33 10 70 42 43 4 1 33 10 40 35 39 1 1 33 20 40 44 39 1 2 33 20 40 26 40 1 1 33 10 40 25 40 1 1 33 10 40 22 37 1 1 33 10 40 33 39 1 1 33 80 55 31 43 1 1 33 80 65 29 42 1 1 33 10 36 23 43 1 2 33 10 40 26 36 1 2 33 80 40 28 35 1 1 33 80 40 27 39 1 1 33 80 80 44 43 1 1 33 1

385 40 44 43 1 2 33 4558 40 35 43 1 2 33 4

0 40 24 37 2 1 33 2250 40 59 38 2 1 33 4

0 50 26 41 1 2 33 30 50 51 40 1 2 33 3

1019 37 26 43 1 1 33 40 45 23 37 1 1 33 10 40 21 40 1 2 33 10 40 37 44 1 1 33 10 40 55 43 1 1 33 10 40 64 37 1 1 33 10 50 26 43 1 1 33 1

0 40 24 44 1 1 33 1740 40 33 39 1 1 33 4710 50 33 40 1 2 33 4350 40 22 39 1 1 33 4538 40 68 39 1 2 33 4

0 40 39 43 1 2 33 70 40 45 32 1 2 33 70 40 48 33 1 1 33 70 50 22 40 1 1 33 70 40 47 39 2 1 33 60 35 44 43 2 2 33 60 40 57 39 1 2 33 30 40 21 39 1 1 33 30 45 44 39 1 2 33 30 60 70 43 1 2 33 30 50 44 39 1 1 33 30 40 45 39 1 2 33 30 0 52 43 1 1 33 30 40 30 43 1 2 33 60 0 42 39 1 1 33 3

462 40 53 39 2 1 33 40 40 46 39 1 2 33 50 40 64 39 1 1 33 50 45 29 34 1 1 33 50 40 38 34 1 2 33 50 40 61 40 1 1 33 50 40 41 41 2 2 33 1

1750 60 45 40 1 2 33 41154 40 48 43 1 2 33 4

0 40 51 39 1 1 33 10 40 49 39 1 2 33 10 40 59 39 1 1 33 10 37 25 39 1 2 33 10 40 25 39 1 2 33 10 40 28 39 1 1 33 10 40 29 39 1 1 33 10 40 23 39 1 2 33 10 40 53 39 1 1 33 10 40 31 39 2 1 33 1

564 40 46 39 1 1 33 8400 40 44 39 1 2 33 8

1154 85 40 40 1 1 33 80 40 35 40 4 1 33 50 40 46 43 4 2 33 50 40 54 43 4 1 33 50 50 35 43 4 1 33 50 40 39 46 1 1 33 70 40 70 39 1 1 33 7

769 38 46 43 1 1 33 80 43 51 37 2 2 33 50 44 55 37 2 2 33 50 40 30 43 4 1 33 5

2885 50 51 43 1 1 33 40 50 68 33 1 1 33 8

0 40 73 33 1 2 33 80 40 30 44 4 1 33 50 40 43 44 1 1 33 50 40 53 39 1 2 33 50 40 55 43 1 1 33 50 65 30 39 1 2 33 50 36 26 40 1 2 33 50 40 39 44 2 2 33 60 50 38 43 2 1 33 60 42 29 43 1 2 33 60 45 35 43 1 1 33 60 50 41 39 1 1 33 60 45 27 43 1 2 33 60 40 26 43 1 2 33 60 40 35 40 1 1 33 50 38 37 43 1 2 33 50 50 33 44 1 2 33 60 50 55 40 1 1 33 60 40 37 40 1 1 33 50 40 33 42 1 2 33 5

1923 40 42 45 1 1 33 81500 40 39 41 1 2 33 8

0 70 32 39 2 1 33 70 40 23 43 1 1 33 10 42 23 43 1 1 33 10 50 46 45 1 1 33 40 40 51 39 1 1 33 30 40 49 39 1 1 33 40 40 42 39 1 2 33 40 40 35 39 1 1 33 30 40 31 39 1 2 33 30 50 35 42 1 1 33 40 53 33 43 1 2 33 40 40 45 39 1 1 33 70 40 43 39 1 2 33 7

1576 50 42 43 1 1 33 80 70 41 44 1 1 33 10 36 37 43 1 2 33 10 40 50 39 1 1 33 70 40 37 39 1 2 33 70 40 53 39 1 1 33 20 50 49 44 1 2 33 20 50 51 43 1 1 33 20 50 51 44 1 1 33 20 40 44 42 1 2 33 20 0 32 40 2 2 33 60 40 51 40 1 2 33 60 0 34 39 1 1 33 50 40 59 39 1 1 33 60 48 51 44 1 1 33 20 35 50 43 2 2 33 20 45 37 43 1 2 33 70 40 44 40 2 1 32 50 40 42 40 2 2 32 5

0 0 54 39 1 1 32 60 40 41 44 1 1 32 10 40 39 39 1 1 33 70 0 40 43 1 1 33 20 40 58 40 1 1 33 70 40 52 39 1 2 33 70 50 45 43 1 1 33 40 40 50 43 1 2 33 50 44 56 39 1 1 33 8

518 48 19 33 1 1 33 4312 48 25 34 1 1 33 4518 48 21 33 1 1 33 4220 40 16 38 1 1 33 4

0 40 32 39 1 1 33 80 40 33 39 1 2 33 80 40 56 39 1 2 33 80 0 59 36 1 1 33 70 0 53 43 1 1 33 20 40 52 42 1 2 33 20 40 49 39 1 2 33 20 50 61 40 1 1 33 80 40 53 42 1 2 33 8

1283 40 50 42 1 2 33 8769 40 52 36 1 1 33 8577 40 37 40 1 1 33 8981 50 42 40 1 1 33 8

1007 40 48 43 1 1 33 80 40 74 43 1 1 33 7

340 0 37 37 1 2 33 8325 40 62 39 1 2 33 8

1153 40 27 44 1 1 33 80 53 41 39 1 2 33 1

1160 40 42 40 1 2 33 80 45 49 44 1 1 33 30 40 48 44 1 2 33 30 48 31 43 1 1 33 3

904 40 49 44 1 1 33 4220 40 45 43 1 2 33 4219 40 55 39 1 2 33 8400 40 24 40 1 2 33 8

0 40 46 43 1 1 33 50 50 33 44 2 2 33 60 50 32 43 2 1 33 6

332 40 43 33 1 2 33 8200 40 58 33 1 1 33 8

0 40 25 40 2 1 33 70 36 23 40 2 2 33 70 40 29 46 4 1 33 2

1077 55 40 43 1 1 33 8920 40 37 39 1 1 33 8

0 50 30 43 1 1 33 60 40 26 33 1 1 33 60 40 36 40 2 2 33 60 40 39 37 2 1 33 6

0 40 40 40 2 2 33 60 50 58 39 1 1 33 70 40 34 43 1 1 33 70 40 39 39 1 1 33 60 40 37 39 1 2 33 60 40 53 39 1 1 33 70 40 49 39 1 2 33 7

293 39 51 33 1 1 33 4234 39 49 36 1 2 33 4769 40 35 39 1 1 33 8

0 50 49 40 1 2 33 60 45 47 37 1 1 33 50 40 39 40 1 1 33 20 40 27 40 1 1 33 30 36 27 40 1 2 33 30 40 51 39 1 1 33 30 40 40 39 1 2 33 30 40 22 39 1 1 33 30 40 20 39 1 2 33 3

554 63 50 44 1 1 33 8287 40 51 43 1 2 33 8

0 65 49 39 1 1 33 50 40 29 43 1 2 33 50 40 48 39 1 1 33 50 40 19 40 1 1 33 60 40 71 39 1 2 33 10 50 40 44 1 1 33 70 45 44 40 1 2 33 70 45 46 40 1 1 33 70 35 22 41 1 2 33 7

303 39 18 39 1 2 33 4508 40 34 40 1 2 33 4769 60 50 44 1 1 33 8

0 0 29 43 1 2 33 10 40 54 39 1 2 33 10 40 62 37 1 1 33 1

476 40 34 39 1 1 33 80 37 45 40 1 2 33 2

263 35 29 36 1 1 33 80 40 43 40 1 1 33 30 40 41 42 1 2 33 30 40 42 33 1 1 33 10 40 50 39 1 1 33 20 60 41 42 1 1 33 50 40 21 42 1 1 33 5

400 40 40 40 1 2 33 8600 45 48 41 1 2 33 8

1057 60 51 43 1 1 33 8515 40 22 41 1 1 33 8885 0 51 40 1 1 33 8

0 0 49 43 1 1 33 10 50 48 43 1 1 33 10 40 44 39 1 2 33 10 45 35 42 1 1 33 5

0 40 41 39 1 2 33 50 45 36 39 1 2 33 50 40 44 43 1 1 33 1

831 40 46 40 1 1 33 8462 40 39 40 1 2 33 8

0 45 32 39 1 1 33 10 40 30 43 1 2 33 10 0 37 43 1 1 33 10 40 38 44 1 2 33 10 55 36 43 1 1 33 10 35 36 41 1 2 33 10 0 47 40 1 1 33 10 50 42 44 1 1 33 70 50 36 43 1 2 33 70 40 60 39 1 1 33 70 0 35 42 1 1 33 70 40 28 43 1 1 33 70 40 43 41 1 2 33 30 40 48 43 1 1 33 60 40 47 43 1 2 33 60 42 71 34 1 2 33 5

640 40 30 39 1 1 33 4340 40 27 39 1 2 33 4

0 40 27 40 1 2 33 30 40 63 46 1 1 33 60 40 41 44 1 2 33 60 40 46 43 1 1 33 50 48 35 43 1 1 33 30 40 41 40 1 2 33 3

600 60 44 39 1 1 33 8538 50 43 39 1 2 33 8

0 40 28 39 1 1 33 20 40 38 39 1 1 33 20 40 62 39 1 2 33 60 40 32 44 1 1 33 60 40 45 39 1 2 33 70 40 23 43 1 2 33 70 47 45 39 1 1 33 50 40 44 43 1 2 33 50 55 37 41 1 1 33 50 42 45 39 1 1 33 60 40 42 42 1 2 33 60 44 34 43 1 1 33 60 40 59 34 1 1 33 60 45 44 42 1 1 33 6

260 40 23 39 1 1 33 4400 40 49 39 1 2 33 4594 40 25 41 1 2 33 4

1112 40 45 39 1 1 33 8263 38 19 40 1 2 33 8

0 40 33 37 2 1 33 70 40 38 39 1 1 33 10 80 28 39 1 1 33 20 80 33 39 1 2 33 2

0 40 27 42 1 2 33 1725 40 40 42 3 1 33 8306 40 40 40 1 2 33 8800 40 54 39 1 1 33 4

48 40 54 40 1 2 33 40 60 51 41 1 2 33 20 45 38 39 1 2 33 20 40 19 40 1 2 33 2

650 48 26 39 1 1 33 80 42 35 40 1 1 33 10 40 36 42 1 2 33 1

1160 40 42 40 1 2 33 80 42 36 40 1 1 33 20 50 40 43 1 1 33 10 45 58 41 1 2 33 50 40 25 43 1 2 33 30 35 35 37 1 2 33 20 40 37 40 1 1 33 10 40 33 42 1 2 33 10 40 40 42 1 2 33 10 40 45 41 1 2 33 7

782 44 48 41 1 2 33 40 40 26 39 1 1 33 10 40 48 43 1 2 33 7

720 40 52 40 1 1 33 4194 35 45 39 1 2 33 4

0 40 45 39 1 1 33 60 45 37 40 1 2 33 6

920 70 43 39 1 1 33 40 80 28 39 1 1 33 7

553 55 44 39 1 1 33 8508 37 42 40 1 2 33 8

0 56 57 41 1 1 33 50 36 58 39 1 2 33 50 40 33 39 1 1 33 20 40 41 40 1 2 33 20 40 24 40 1 2 33 20 50 26 40 1 1 33 20 46 49 39 1 2 33 20 40 27 40 1 1 33 40 40 56 39 1 1 33 10 59 35 43 1 1 33 10 50 46 39 1 1 33 80 40 38 43 1 2 33 60 75 36 39 1 2 33 10 40 57 36 1 1 33 10 50 41 40 1 1 33 10 40 40 40 1 2 33 10 50 59 39 1 1 33 50 45 62 42 1 1 33 70 57 63 40 1 2 33 70 90 39 45 1 1 33 8

1134 45 53 43 1 1 33 81019 45 49 39 1 2 33 8

1250 40 50 40 1 1 33 80 40 67 43 1 2 33 50 0 32 39 1 1 33 50 40 18 36 1 1 33 30 45 22 42 1 2 33 60 0 39 37 1 1 33 60 40 51 39 1 2 33 60 42 63 39 1 1 33 70 40 26 40 1 1 33 20 40 26 43 1 2 33 2

620 40 38 40 1 1 33 80 40 19 40 1 1 33 20 0 57 43 1 1 33 70 40 41 42 1 1 33 8

273 35 41 39 1 2 33 80 40 48 39 1 1 33 60 40 59 39 1 2 33 6

459 40 25 39 1 1 33 40 45 57 43 1 1 33 70 38 38 39 1 1 33 10 40 53 43 1 2 33 1

577 50 56 37 1 2 33 4926 40 43 39 1 1 34 4316 40 27 40 1 2 33 4

0 40 36 39 1 1 33 30 40 41 41 1 2 33 30 40 32 39 1 2 33 30 55 33 43 1 1 33 30 57 45 39 1 1 33 20 58 37 40 1 2 33 20 45 44 40 1 2 33 60 42 44 41 1 2 33 6

200 40 26 43 1 1 33 4200 40 26 40 1 2 33 4442 40 52 39 1 2 34 8100 40 25 39 1 2 34 8506 40 38 39 1 1 34 4769 60 48 43 1 1 34 4

2019 60 42 44 1 1 33 40 65 42 43 1 1 33 20 40 55 40 1 2 33 50 45 43 43 1 1 33 30 40 30 37 1 1 34 30 40 52 39 2 1 34 10 40 43 39 2 2 34 10 40 23 39 2 2 34 10 50 50 43 1 1 34 20 40 31 39 1 1 34 60 40 48 39 1 1 34 70 40 29 39 1 1 34 70 55 37 40 2 1 34 70 40 47 41 1 2 34 3

2885 75 44 43 1 1 34 40 50 40 43 1 2 34 1

0 0 32 40 1 1 34 5400 40 29 43 1 2 34 4

0 40 45 39 1 2 34 30 40 19 39 1 2 34 30 40 23 39 1 2 34 30 40 43 39 1 2 34 30 40 46 39 1 1 34 30 40 22 40 1 2 34 70 40 26 42 1 2 34 2

450 40 26 43 1 2 34 40 40 32 40 1 2 34 30 40 34 43 1 1 34 60 45 42 43 1 1 34 20 50 42 43 1 2 34 20 40 30 44 1 2 34 10 39 29 45 1 1 34 10 40 47 39 1 1 34 10 43 35 43 1 1 34 20 50 30 39 1 1 34 10 40 36 40 1 1 34 10 40 49 39 1 2 34 1

400 40 44 39 1 1 34 80 40 28 41 1 2 34 10 40 43 39 1 1 34 50 40 33 41 1 1 34 70 40 19 39 1 2 34 30 45 34 46 4 1 34 70 40 40 39 1 1 34 10 40 37 39 1 2 34 10 50 58 39 1 1 34 10 42 39 39 1 1 34 70 40 25 40 1 2 34 60 40 25 40 1 1 34 6

1629 60 54 39 1 1 34 4469 52 39 41 1 2 34 4

0 35 21 40 1 1 34 70 50 53 40 1 2 34 10 40 22 39 1 2 34 60 40 57 39 1 1 34 20 70 39 40 1 1 34 20 40 37 43 1 1 34 20 40 32 43 1 2 34 20 40 62 33 1 2 34 20 52 49 40 1 2 34 20 40 47 33 1 1 34 50 40 38 38 1 2 34 5

1127 38 36 42 1 2 34 81019 45 39 40 1 1 34 8

577 45 39 43 1 2 34 80 40 38 43 1 1 34 3

1154 50 41 41 1 1 34 8885 40 44 43 1 2 34 8

0 60 30 40 1 1 34 10 40 37 40 1 1 34 6

0 50 50 45 1 1 34 22077 50 45 46 1 1 34 8

0 0 26 43 1 1 34 80 0 35 39 2 2 34 6

230 40 34 40 1 1 34 40 0 40 40 1 1 34 30 50 44 45 1 1 34 20 40 54 39 1 1 34 60 40 32 39 1 1 34 60 65 41 40 1 2 34 10 60 50 43 1 1 34 10 40 34 39 2 1 34 60 40 37 39 1 1 34 60 35 23 39 1 1 34 50 50 48 39 3 1 34 70 40 46 37 1 2 34 7

725 50 51 43 1 1 34 40 40 26 42 1 1 34 10 40 38 39 2 1 34 60 40 41 39 2 2 34 6

370 40 41 39 1 2 34 8577 40 52 39 1 1 34 8962 40 40 43 1 1 34 8

0 40 32 44 1 2 34 30 40 27 40 1 2 34 10 40 50 44 1 1 34 10 45 34 39 1 1 34 10 40 34 39 1 1 34 60 40 42 40 1 1 34 70 36 25 43 1 2 34 70 35 45 39 1 2 34 7

400 65 22 39 1 1 34 80 60 48 40 1 1 34 30 40 50 40 1 1 34 60 40 25 43 1 2 34 60 40 34 42 1 2 34 30 40 27 42 1 1 34 30 40 41 39 1 2 34 20 40 42 39 1 1 34 20 40 30 40 1 1 34 50 40 48 40 1 1 34 50 40 38 39 1 2 34 50 40 45 40 1 1 34 30 40 32 41 1 1 34 60 40 32 40 1 2 34 60 50 37 39 1 1 34 20 40 33 43 1 2 34 20 40 25 39 2 2 34 20 62 42 45 1 1 34 10 40 51 40 1 1 34 10 60 35 42 1 1 34 30 40 33 40 1 2 34 30 40 37 40 1 1 34 50 40 48 43 1 2 34 5

0 48 49 39 1 1 34 5346 50 39 45 1 2 34 8

0 65 44 39 1 1 34 70 50 44 39 1 2 34 70 40 31 43 1 2 34 70 50 31 43 1 1 34 30 45 32 43 1 1 34 30 40 39 39 1 1 34 5

673 50 36 45 1 1 34 80 0 42 39 1 1 34 70 40 44 39 1 1 34 50 40 51 43 1 1 34 7

466 40 75 39 1 1 34 8692 40 41 40 1 1 34 8

0 40 21 40 1 1 34 20 60 55 46 1 1 34 20 50 55 46 1 2 34 20 0 55 41 1 1 34 20 48 49 40 1 2 34 20 0 40 39 1 1 34 80 40 39 39 1 2 34 80 40 41 40 1 2 34 30 40 47 41 1 1 34 30 40 42 39 1 2 34 30 45 38 43 1 1 34 60 40 41 40 1 2 34 70 40 38 39 1 1 34 7

673 45 51 40 1 2 34 80 50 63 44 1 2 34 3

456 40 31 39 1 2 34 4962 82 24 41 1 1 34 4350 35 28 40 1 2 34 4

0 45 23 40 1 2 34 10 46 26 40 1 2 34 10 40 36 39 2 2 34 10 41 46 43 2 1 34 10 45 36 44 1 2 34 2

565 0 26 43 2 2 34 40 0 27 43 1 2 34 60 45 43 40 1 2 34 6

962 50 42 39 1 1 34 80 40 63 40 1 2 34 60 60 28 39 1 1 34 60 36 23 40 1 1 34 10 45 45 43 1 2 34 20 40 37 44 1 2 34 70 70 54 43 1 1 34 70 40 81 40 1 1 34 80 70 50 39 1 1 34 70 99 46 39 1 2 34 70 38 50 43 1 2 34 70 45 56 40 1 1 34 70 70 48 39 1 1 34 70 40 32 40 1 2 34 7

0 40 34 40 1 1 34 70 80 40 39 2 2 34 2

960 40 44 40 1 1 34 4264 35 44 39 1 2 34 4

0 60 45 43 1 1 34 8619 40 45 40 1 1 34 8424 40 42 39 1 2 34 8961 0 53 40 1 1 34 4396 0 49 39 3 2 34 4300 45 61 39 1 2 34 4

0 40 36 39 1 1 34 10 45 43 39 1 1 34 20 40 45 39 1 2 34 20 0 40 40 1 1 34 10 65 46 40 1 1 34 70 70 54 43 1 1 34 7

425 40 43 40 1 2 34 80 40 44 40 1 1 34 80 40 21 37 1 1 34 30 40 32 38 1 1 34 30 45 50 40 2 1 34 30 40 47 39 1 2 34 30 0 31 40 1 2 34 60 45 42 41 1 1 34 60 36 46 40 1 1 34 60 43 27 41 1 2 34 60 45 51 39 1 1 34 70 40 90 39 1 1 34 2

1333 48 55 39 1 1 34 8550 50 59 36 1 1 34 8

0 40 45 40 2 2 34 20 65 45 40 2 1 34 20 40 48 45 1 2 34 10 60 26 39 1 2 34 20 40 56 40 1 1 34 20 40 48 41 1 1 34 20 65 40 40 1 2 34 20 40 66 39 1 1 34 10 73 48 40 1 1 34 20 0 46 43 1 2 34 20 60 56 43 1 2 34 50 40 45 39 1 1 34 50 55 46 40 1 2 34 50 40 19 39 1 2 34 50 0 48 41 1 2 34 70 60 39 39 1 1 34 30 40 57 42 1 2 34 70 44 22 39 1 1 34 70 45 41 43 1 1 34 30 40 32 42 1 2 34 70 40 38 43 1 1 34 70 40 24 43 1 2 34 70 40 35 39 1 1 34 70 40 46 40 1 2 34 7

0 40 28 43 1 1 34 30 35 26 43 1 2 34 3

288 40 50 44 1 2 34 4460 45 35 39 1 1 34 4

0 40 55 40 1 1 34 30 37 45 39 1 2 34 30 60 27 39 1 1 34 60 43 22 39 1 1 34 10 40 22 43 1 2 34 10 50 41 44 1 1 34 3

110 40 24 40 1 2 34 40 40 33 39 2 1 34 50 40 37 43 1 2 34 60 40 26 39 1 2 34 10 0 27 39 1 1 34 10 40 31 39 1 2 34 50 40 26 39 1 1 34 50 40 44 40 1 1 34 10 40 68 43 1 1 34 7

731 41 34 43 1 2 34 82577 55 41 39 1 1 34 8

0 57 63 43 1 1 34 80 0 59 39 1 2 34 10 40 45 39 1 1 34 6

270 40 40 39 1 1 34 80 40 63 44 1 1 34 3

1154 40 39 44 1 1 34 8220 40 41 39 1 2 34 8

0 38 53 43 1 1 34 20 40 51 43 1 2 34 20 40 44 40 1 1 34 20 40 39 43 1 2 34 20 50 41 43 1 1 34 20 40 30 38 1 1 34 2

400 40 49 39 1 1 34 4460 40 49 39 1 2 34 4400 40 22 41 1 1 34 4400 40 20 39 1 1 34 4

0 40 31 43 1 2 34 30 40 52 39 4 2 34 70 55 26 43 4 1 34 70 40 22 42 4 1 34 7

350 40 34 37 1 1 34 4300 40 31 39 1 2 34 4

0 40 51 39 1 1 34 50 40 41 40 1 2 34 5

962 40 36 43 1 1 34 40 40 50 43 1 1 34 30 40 50 39 1 1 34 30 40 22 40 1 1 34 30 40 28 43 1 2 34 7

500 55 44 38 1 1 34 40 40 27 43 1 2 34 30 45 34 39 1 1 34 3

0 80 36 43 1 1 34 50 50 35 43 1 2 34 50 40 37 39 1 1 34 40 40 45 37 2 1 34 60 40 58 39 1 1 34 6

712 50 43 39 1 1 34 8360 40 40 39 1 2 34 8

0 40 23 40 1 1 34 20 40 53 36 4 2 34 50 50 37 39 1 1 34 20 40 29 39 1 1 34 2

660 50 41 40 1 1 34 8343 40 45 39 1 2 34 4330 40 19 39 1 1 34 4

0 40 35 41 1 1 34 60 40 24 42 1 1 34 70 40 22 41 1 2 34 70 50 50 43 1 1 34 3

865 45 65 39 1 1 34 40 43 26 40 1 2 34 20 40 44 40 1 1 34 10 45 20 40 1 1 34 10 40 51 39 1 2 34 10 60 40 43 1 1 34 70 40 39 43 1 2 34 7

1000 50 45 39 1 1 34 40 50 21 40 1 1 34 10 40 19 40 1 2 34 10 40 51 36 1 1 34 10 65 23 43 1 1 34 20 50 29 39 1 1 34 20 42 21 39 1 2 34 50 50 23 40 1 1 34 5

808 45 53 40 1 1 34 40 35 45 39 1 1 34 10 52 43 39 1 1 34 10 50 31 43 1 1 34 70 40 30 43 1 2 34 70 58 35 43 1 1 34 7

400 40 47 39 1 1 34 40 40 44 43 1 1 34 50 0 76 39 1 1 34 3

1100 44 32 43 1 2 34 40 40 43 40 1 1 34 30 0 50 39 1 1 34 3

435 40 35 37 1 1 34 40 40 47 39 1 1 34 60 40 46 39 1 2 34 60 40 38 38 1 1 34 70 40 46 39 1 1 34 10 40 19 38 1 1 34 10 40 43 40 1 2 34 30 40 48 39 1 1 34 30 45 35 40 1 1 34 1

0 49 24 40 1 2 34 70 45 55 40 1 1 34 70 40 43 40 1 1 34 40 40 46 43 1 2 34 40 40 45 39 1 1 34 50 40 42 39 1 2 34 50 45 50 41 1 1 34 30 37 37 39 1 2 34 30 40 23 40 1 2 34 30 40 33 40 1 1 34 50 50 37 39 1 1 34 30 72 42 43 1 1 34 30 40 27 36 1 1 34 50 40 29 40 1 1 34 70 40 21 36 1 2 34 70 55 21 36 1 1 34 70 45 20 42 1 1 34 70 0 34 39 1 1 34 60 40 47 39 1 1 34 50 35 45 39 1 2 34 50 45 22 39 1 1 34 50 0 53 41 1 1 34 60 40 58 40 1 2 34 70 40 60 39 1 1 34 70 65 31 43 1 1 34 30 36 47 41 1 2 34 30 36 53 42 1 1 34 30 50 30 39 1 1 34 50 55 34 39 1 1 34 3

294 40 40 41 1 2 34 8605 55 42 40 1 1 34 8

0 40 47 43 1 2 34 20 40 19 39 1 1 34 20 40 41 39 2 2 34 10 40 49 39 1 1 34 1

1000 45 39 42 1 1 34 80 50 43 39 1 1 34 30 40 42 40 1 2 34 30 40 58 39 1 1 34 70 50 27 43 1 1 34 70 40 24 42 1 2 34 7

769 40 34 39 1 1 34 4577 40 31 39 1 2 34 4300 40 22 38 1 1 34 4450 40 21 40 1 2 34 4210 40 25 39 1 2 34 4

0 60 49 44 1 1 34 30 45 47 39 1 1 34 60 50 41 44 1 1 34 60 35 41 43 1 2 34 60 38 43 40 1 2 34 5

803 40 36 39 1 1 34 40 44 44 43 1 2 34 10 40 21 40 1 1 34 1

0 40 56 39 1 2 34 70 40 61 39 1 1 34 70 45 39 43 1 1 34 20 40 40 39 1 1 34 20 40 33 40 1 2 34 2

636 0 48 40 1 1 34 4560 40 44 41 1 2 34 4760 40 51 43 1 2 34 4

0 40 32 39 1 1 34 60 40 27 39 1 1 34 60 35 72 42 1 1 34 60 40 71 39 1 2 34 60 56 49 44 1 1 34 10 35 45 40 1 2 34 10 48 22 40 1 1 34 10 40 35 40 1 2 34 3

445 40 34 40 1 2 34 42307 50 50 40 1 1 34 4

423 50 50 43 1 2 34 4962 45 49 44 1 2 34 4600 40 26 40 1 1 34 4

1438 40 55 44 1 1 34 40 40 48 37 1 1 34 3

722 40 44 39 2 1 34 80 60 47 40 1 2 34 60 40 23 36 1 2 34 60 80 50 44 1 1 34 7

962 60 36 40 2 1 34 8800 40 57 39 1 1 34 4

1038 50 54 44 1 2 34 40 50 20 40 1 2 34 50 48 40 39 1 1 34 50 45 43 42 1 1 34 20 35 43 42 1 2 34 20 40 72 39 1 1 34 50 40 40 39 1 2 34 50 40 29 39 2 1 34 70 60 50 44 1 1 34 70 60 50 43 1 2 34 70 40 39 39 2 2 34 70 40 41 40 2 1 34 50 40 52 37 1 1 34 60 40 51 35 1 2 34 60 40 50 41 1 1 34 10 40 35 39 1 1 34 10 40 29 39 1 2 34 10 40 56 40 1 1 34 20 60 23 39 1 1 34 30 0 52 42 1 1 34 20 37 43 39 1 2 34 2

880 40 48 40 1 1 34 40 40 32 39 1 2 34 30 40 36 43 1 1 34 30 40 34 39 1 2 34 3

0 40 36 39 1 1 34 30 40 46 40 1 1 34 50 50 45 40 1 2 34 50 50 52 44 1 1 34 70 40 51 40 1 2 34 7

300 35 34 40 2 2 34 8440 40 35 37 2 1 34 8846 40 46 42 1 1 34 8577 40 43 39 1 2 34 8350 40 21 40 1 1 34 8

0 40 48 40 1 1 34 50 45 38 39 1 1 34 50 35 42 39 1 2 34 50 60 42 39 1 1 34 2

1038 50 54 40 1 1 34 8370 40 56 39 1 2 34 8

0 40 27 39 1 1 34 50 60 34 43 1 2 34 40 45 42 40 1 1 34 7

808 50 42 43 1 1 34 8577 40 42 39 1 2 34 8724 38 37 43 1 1 34 4

1692 40 42 44 1 1 34 40 40 36 42 1 1 34 30 40 33 39 1 2 34 3

1282 50 52 43 1 1 34 8820 40 39 44 1 2 34 8803 40 38 39 1 1 34 8560 40 35 39 1 2 34 8

1480 80 50 39 1 1 34 8180 40 49 39 1 2 34 8

0 40 47 43 1 1 34 70 50 32 43 1 2 34 70 70 31 39 1 1 34 30 50 29 39 1 1 34 30 50 23 31 1 1 34 50 40 24 33 1 1 34 50 40 28 44 4 1 34 10 40 33 44 4 1 34 10 50 22 39 1 1 34 10 40 30 39 1 1 34 10 40 46 32 1 1 34 10 46 30 39 1 1 34 10 40 30 40 1 2 34 10 40 34 40 2 2 34 10 50 44 40 2 2 34 7

800 45 35 38 1 1 34 80 50 30 40 1 2 34 8

475 45 39 39 1 1 34 81075 48 33 39 1 1 34 81173 50 25 40 1 1 34 8

0 40 28 41 1 1 34 60 40 31 40 1 2 34 60 45 33 40 1 1 34 7

0 60 57 39 1 1 34 70 40 37 39 1 1 34 30 40 35 39 1 2 34 3

508 40 40 39 1 2 34 80 0 34 43 1 1 34 30 40 60 40 1 1 34 60 45 57 43 1 2 34 60 40 49 44 1 2 34 7

1154 50 39 43 1 1 34 8280 40 45 40 1 1 34 4

0 40 25 39 1 1 34 60 40 48 39 1 2 34 60 45 28 43 1 1 34 60 45 28 43 1 2 34 60 55 33 40 1 2 34 30 58 29 40 1 1 34 30 40 28 39 1 1 34 30 70 35 42 1 1 34 30 40 62 39 1 1 34 20 40 58 40 1 2 34 20 45 57 43 1 1 34 20 40 54 44 1 2 34 20 75 39 39 1 1 34 80 50 40 39 1 2 34 80 0 80 39 1 2 34 40 50 47 41 1 1 34 20 40 25 40 1 1 34 20 40 65 43 1 1 34 10 55 29 40 1 1 34 10 55 55 39 1 2 34 10 40 37 35 1 2 34 50 45 24 39 1 1 34 50 40 24 39 1 2 34 10 40 27 43 1 1 34 10 48 53 40 2 1 34 7

320 40 19 35 2 1 34 80 40 40 40 1 1 34 10 40 22 40 2 2 34 7

690 40 31 43 1 1 34 81500 40 28 43 1 2 34 8

880 46 30 40 1 1 34 4280 40 36 39 1 1 34 4200 35 37 40 1 2 34 4

0 45 29 40 1 2 34 50 40 36 39 1 1 34 50 40 34 39 1 2 34 5

400 40 46 39 2 1 34 4405 40 37 39 2 2 34 4625 45 46 39 1 2 34 4400 40 22 40 1 1 34 4538 40 28 39 1 1 34 8865 0 33 43 1 1 34 8480 45 45 39 1 1 34 8600 40 41 37 2 1 34 4

0 40 43 36 2 1 34 50 40 37 37 1 1 34 50 40 58 39 2 2 34 60 40 29 37 2 2 34 60 40 51 39 1 1 34 70 50 35 40 2 1 34 30 40 62 35 1 1 34 30 40 47 40 1 2 34 30 40 33 40 2 1 34 30 40 46 44 2 2 34 50 60 56 39 1 1 34 60 40 49 44 1 2 34 20 40 60 40 1 1 34 20 40 20 40 1 2 34 20 45 29 40 1 1 34 60 55 46 40 1 1 34 10 50 20 39 1 1 34 10 40 44 39 1 2 34 60 40 47 39 1 1 34 60 40 40 39 1 1 34 10 40 36 39 1 2 34 10 0 57 43 1 1 34 10 40 63 40 1 2 34 10 48 32 43 1 1 34 50 40 31 43 1 1 34 70 50 46 44 2 1 34 70 40 50 43 2 2 34 70 40 27 40 2 2 34 70 43 33 43 1 1 34 50 44 43 40 1 2 34 50 58 61 40 1 1 34 70 45 22 40 1 1 34 70 0 20 40 1 1 34 7

428 40 31 39 2 1 34 4185 40 53 39 2 2 34 4298 40 27 40 2 1 34 4596 40 35 39 1 1 34 8700 40 28 39 1 1 34 8

1019 40 49 43 1 1 34 4298 35 18 40 1 2 34 4

1000 40 45 44 1 1 34 41483 60 43 44 1 1 34 4

0 40 52 40 1 1 34 60 40 24 40 1 1 34 60 40 41 43 1 1 34 60 40 19 39 1 1 34 6

646 40 48 39 1 2 34 80 40 44 44 1 1 34 7

1386 45 46 42 1 1 34 40 40 32 43 1 1 34 10 40 28 42 2 1 34 20 50 36 43 1 1 34 6

462 40 43 39 1 1 34 82596 45 58 40 1 1 34 4

354 40 52 44 1 2 34 40 50 49 39 1 1 34 60 40 35 41 1 1 34 30 0 28 40 1 1 34 60 45 30 40 1 1 34 70 40 39 40 2 1 34 20 40 25 39 1 1 34 20 55 55 40 1 1 34 20 40 45 35 1 2 34 20 40 20 39 1 2 34 20 45 26 44 1 2 34 20 40 26 43 1 1 34 2

2885 50 54 44 1 1 34 40 70 39 44 1 1 34 20 60 58 39 1 1 34 20 40 51 35 1 2 34 20 45 56 43 1 1 34 20 45 36 43 1 1 34 20 40 40 45 1 2 34 30 53 53 42 1 1 34 30 40 39 39 1 1 34 7

942 45 30 40 1 1 34 81250 65 28 43 1 1 34 8

510 40 28 43 1 2 34 80 40 48 43 1 1 34 50 40 50 40 1 1 34 30 42 50 43 1 2 34 30 40 23 43 1 1 34 30 40 31 40 1 2 34 30 70 31 39 1 1 34 30 40 51 44 1 1 34 2

1000 40 39 40 1 2 34 4769 40 54 40 2 2 34 4350 40 22 40 2 2 34 4650 40 34 43 1 1 34 4

1308 45 38 44 1 1 34 40 50 38 43 1 1 34 30 40 35 44 4 1 34 20 40 35 39 1 2 34 30 40 47 39 1 1 34 30 60 30 42 1 1 34 60 40 51 40 1 1 34 60 38 49 42 1 2 34 60 40 49 39 1 2 34 30 40 24 39 1 1 34 30 40 36 39 1 1 34 20 40 39 39 1 1 34 20 40 30 39 2 2 34 20 40 49 39 1 2 34 6

920 50 33 39 1 1 34 8440 40 38 39 1 2 34 8

0 35 36 39 3 1 34 60 55 54 45 1 1 34 3

880 40 53 37 1 1 34 4

577 40 24 43 1 2 34 41038 50 42 43 1 2 34 4

0 65 36 41 1 1 34 30 40 44 39 1 1 34 70 40 40 39 1 2 34 70 40 29 40 1 2 34 70 40 53 39 1 1 34 70 40 21 40 1 2 34 70 40 40 43 1 2 34 70 40 38 39 1 1 34 70 55 45 43 1 1 34 70 45 53 43 1 1 34 50 40 40 39 1 2 34 50 40 50 33 4 1 34 50 40 52 39 4 2 34 50 45 29 35 1 1 34 50 40 28 35 1 1 34 50 40 25 33 1 2 34 50 50 30 33 1 1 34 50 50 20 33 1 1 34 50 50 18 33 1 1 34 50 50 55 43 2 2 34 50 40 30 42 1 1 34 60 60 45 40 1 2 34 6

480 40 53 40 2 2 34 80 50 41 40 1 1 34 70 50 35 43 1 1 34 70 50 58 39 1 1 34 10 49 56 40 1 2 34 10 40 32 40 1 1 34 10 50 37 39 1 1 34 10 40 51 39 2 1 34 7

405 40 44 39 2 2 34 8904 55 54 34 1 1 34 8380 40 53 39 1 2 34 8

0 56 31 40 1 1 34 70 40 42 41 1 1 34 10 40 47 40 1 1 34 60 40 56 43 1 2 34 5

1300 45 41 43 1 1 34 41000 40 30 44 1 1 34 8

0 40 30 43 2 2 34 30 55 32 43 2 1 34 30 50 56 43 1 1 34 80 40 38 43 1 1 34 60 40 43 39 1 2 34 50 40 45 39 1 1 34 50 0 41 39 1 1 34 20 50 40 44 1 1 34 30 40 51 37 1 1 34 50 40 47 39 1 2 34 50 40 22 40 1 2 34 50 50 49 41 1 1 34 20 52 27 43 1 1 34 2

0 40 21 39 1 2 34 10 50 24 36 1 1 34 10 40 45 44 1 1 34 30 55 53 43 1 1 34 50 50 47 42 1 1 34 50 50 52 44 1 2 34 5

400 48 38 43 1 1 34 40 40 50 41 1 1 34 6

400 40 20 39 2 2 34 40 40 22 40 2 2 34 80 50 51 39 2 2 34 60 46 42 40 1 1 34 3

462 44 46 43 1 2 34 4394 0 35 39 2 2 34 4430 40 35 40 2 2 34 4

0 35 37 34 1 1 34 50 45 55 44 2 1 34 60 50 36 44 2 2 34 60 40 51 39 2 1 34 70 60 59 44 2 1 34 10 40 30 43 2 2 34 10 50 34 43 2 1 34 10 40 39 39 1 1 34 30 40 38 39 1 2 34 30 40 27 40 1 2 34 30 40 50 39 1 2 34 10 40 47 40 1 1 34 60 40 53 42 1 2 34 20 48 25 39 1 1 34 20 38 45 46 1 1 34 20 0 51 40 1 2 34 20 40 65 43 1 2 34 70 50 20 38 1 2 34 70 60 48 40 1 1 34 70 70 49 43 1 1 34 30 40 67 39 1 2 34 20 40 58 41 2 2 34 30 40 29 41 2 2 34 30 0 59 43 1 2 34 30 0 33 42 1 1 34 30 65 25 43 1 1 34 30 40 28 42 1 2 34 70 40 31 39 1 1 34 70 40 42 39 1 2 34 70 50 45 39 1 1 34 70 50 50 44 1 1 34 10 40 42 40 2 2 34 70 35 43 36 1 2 34 20 72 24 41 1 1 34 20 40 22 39 1 1 34 20 60 30 43 1 1 34 20 40 45 39 1 1 34 20 50 44 39 1 2 34 20 80 33 43 1 1 34 7

0 40 44 44 2 2 34 70 58 60 45 1 1 34 10 0 39 45 1 1 34 30 40 34 43 1 2 34 7

1442 40 44 39 2 1 34 80 40 27 44 4 1 34 70 70 46 43 1 1 34 60 40 60 36 1 1 34 30 40 46 35 1 2 34 30 40 30 39 1 2 34 30 75 23 39 1 1 34 30 40 40 40 1 1 34 30 40 42 39 1 2 34 3

2076 50 45 44 1 1 34 41346 40 46 43 1 2 34 4

210 40 21 40 1 1 34 41346 40 35 43 1 2 34 8

596 40 42 40 1 1 34 4380 40 18 39 1 2 34 4615 45 50 36 1 1 34 4350 40 46 36 1 2 34 4

0 40 33 34 1 1 34 60 60 43 43 1 1 34 1

400 40 22 40 2 2 34 40 40 28 40 2 1 34 30 40 51 37 2 2 34 3

1500 75 45 40 1 1 34 4508 40 42 39 1 2 34 4320 40 62 43 1 2 34 4

0 40 26 39 2 1 34 30 40 31 40 2 1 34 30 40 48 39 2 1 34 30 40 47 39 2 2 34 3

1000 0 37 43 2 2 34 4250 40 49 39 2 1 34 4

1500 40 32 43 2 1 34 40 55 32 39 1 1 34 10 40 33 39 1 2 34 10 40 34 40 1 1 34 70 40 36 40 1 2 34 7

360 40 35 39 2 2 34 81730 0 47 43 1 1 34 8

0 40 34 37 1 2 34 60 40 50 43 1 1 34 50 40 46 40 1 2 34 50 40 18 36 1 2 34 50 40 55 39 1 1 34 50 50 32 40 1 1 34 70 40 28 40 1 2 34 70 0 19 35 1 2 34 10 0 31 43 1 1 34 10 0 35 40 1 1 34 10 47 64 39 2 1 34 10 40 50 40 2 2 34 1

0 40 50 44 2 1 34 10 40 37 40 2 1 34 10 50 29 39 1 1 34 10 50 24 37 2 1 34 70 60 44 44 1 1 34 10 40 57 31 1 1 34 60 40 58 39 1 1 34 50 40 43 39 1 2 34 50 40 24 37 2 2 34 50 0 32 39 2 1 34 50 50 45 43 1 2 34 10 56 50 44 1 1 34 20 48 46 42 1 2 34 20 40 19 39 1 1 34 20 90 36 40 1 1 34 5

865 50 37 39 1 1 34 8325 40 29 39 1 2 34 8

0 0 33 40 2 1 34 50 40 55 40 2 2 34 50 40 41 42 1 2 34 70 40 45 40 1 1 34 50 40 41 44 1 2 34 50 40 43 39 1 1 34 60 40 39 39 1 2 34 60 53 42 43 1 1 34 70 58 51 41 1 1 34 2

615 40 56 39 1 2 34 80 50 61 39 1 1 34 50 50 24 39 1 1 34 50 35 19 37 2 2 34 20 40 52 40 1 2 34 50 99 29 39 1 1 34 50 40 38 40 1 2 34 30 50 39 44 1 1 34 50 55 33 39 1 1 34 20 40 34 39 1 2 34 20 46 55 40 1 2 34 70 40 47 40 2 2 34 10 40 37 39 2 2 34 10 60 59 39 1 1 34 10 50 47 39 1 1 34 10 40 61 41 1 1 34 20 40 43 39 1 1 34 10 40 27 43 1 2 34 20 40 27 39 1 1 34 20 40 45 43 1 1 34 10 40 30 44 1 1 34 10 35 26 39 1 2 34 10 48 26 39 1 1 34 10 40 29 39 1 1 34 60 48 28 39 1 2 34 60 40 31 40 1 1 34 60 40 39 33 2 1 34 50 40 62 40 1 1 34 2

0 40 31 39 1 1 34 10 40 58 44 1 2 34 20 60 56 41 1 1 34 20 40 23 43 1 2 34 20 40 71 39 1 1 34 70 42 40 39 1 1 34 70 40 35 39 1 2 34 70 40 31 40 2 2 34 30 40 52 40 2 2 34 20 40 28 39 2 1 34 20 50 47 39 1 1 34 20 40 43 43 1 2 34 20 40 48 43 1 1 34 20 0 31 43 1 2 34 20 40 25 40 2 2 34 50 40 52 39 3 1 34 30 50 24 39 1 1 34 30 40 36 39 1 1 34 30 50 45 40 1 1 34 30 50 30 43 1 1 34 30 40 33 44 1 2 34 30 45 23 40 2 2 34 50 40 51 40 2 1 34 30 40 47 40 2 2 34 3

600 57 53 39 1 1 34 40 70 44 45 2 1 34 60 60 33 45 2 2 34 60 40 36 44 1 1 34 60 40 28 42 2 2 34 50 40 51 40 2 2 34 5

1100 50 45 40 1 1 34 41870 50 44 40 1 2 34 4

325 40 29 39 1 2 34 40 70 40 40 2 2 34 50 40 30 43 1 2 34 20 40 30 43 1 1 34 20 40 31 44 4 1 34 20 72 54 39 1 2 34 5

472 42 49 39 1 2 34 40 52 27 40 2 1 34 70 45 37 39 1 1 34 30 45 44 39 1 2 34 30 40 21 39 1 1 34 3

808 35 34 39 1 2 34 41250 45 54 45 1 1 34 4

0 68 32 43 2 1 34 70 40 33 40 2 2 34 70 60 30 40 1 1 34 70 48 33 40 1 2 34 6

1058 42 52 43 1 1 34 41442 40 38 44 1 1 34 4

0 40 36 40 1 1 34 70 40 41 44 1 1 34 10 40 20 39 1 2 34 1

0 0 52 41 1 1 34 70 40 24 43 1 1 34 7

400 60 44 39 2 1 34 82444 78 48 40 1 1 34 8

400 40 46 43 1 1 34 80 50 46 39 1 1 34 70 65 44 45 1 1 34 50 50 36 44 4 1 34 5

964 40 28 43 1 2 34 41250 50 31 43 1 1 34 4

673 36 32 43 1 2 34 41538 50 48 43 1 1 34 4

962 40 47 39 1 2 34 40 40 59 39 1 2 34 10 40 37 43 1 2 34 1

1200 40 27 43 4 2 34 8415 45 26 43 4 1 34 8

0 40 40 35 1 1 34 10 36 42 39 1 2 34 10 60 23 39 1 2 34 10 40 25 39 1 1 34 1

372 40 37 39 2 1 34 8442 40 32 43 2 2 34 8770 40 28 39 1 1 34 8448 40 29 40 1 2 34 8

0 0 30 39 2 1 34 50 40 54 44 2 2 34 5

368 40 23 40 1 2 34 8304 38 23 39 1 1 34 8827 44 32 43 1 2 34 8461 40 34 40 1 1 34 8

1346 45 47 42 1 1 34 40 40 22 37 1 1 34 50 65 31 36 3 1 34 50 35 32 37 1 2 34 5

1250 40 50 43 1 1 34 8270 40 18 39 1 2 34 8

1333 37 43 44 1 2 34 4615 39 46 40 1 1 34 4800 0 41 39 1 1 34 8

0 65 19 39 1 2 34 70 50 44 43 1 1 34 7

1985 47 34 44 1 1 34 42279 47 37 44 1 1 34 4

0 46 51 44 1 1 34 60 46 47 40 1 1 34 30 48 50 39 1 2 34 30 50 45 39 1 1 34 30 40 53 44 2 2 34 70 45 37 39 1 1 34 60 50 23 40 1 1 34 60 45 20 39 1 1 34 60 40 45 40 1 2 34 60 42 45 39 1 2 34 6

0 55 35 40 1 1 34 30 45 59 44 1 1 34 30 55 39 40 1 1 34 20 45 34 40 1 1 34 10 65 23 39 1 1 34 10 80 35 43 2 1 34 70 40 38 39 1 1 34 20 48 35 40 1 2 34 20 40 34 36 1 2 34 10 80 25 43 1 1 34 20 70 50 44 4 1 34 20 80 48 40 4 2 34 20 40 46 42 1 1 34 20 50 42 42 1 1 34 20 50 50 40 1 2 34 70 40 18 35 1 1 34 70 45 50 35 2 2 34 1

400 0 34 39 1 1 34 40 40 46 41 1 2 34 70 40 50 44 1 2 34 50 40 51 43 1 1 34 5

640 40 39 39 1 1 34 4500 45 43 40 1 2 34 4

0 45 26 44 3 1 34 70 0 33 40 1 2 34 20 0 43 40 3 1 34 20 40 30 44 4 1 34 20 60 41 40 1 1 34 70 40 39 39 2 1 34 30 40 35 36 2 2 34 3

1442 40 44 44 1 1 34 40 0 26 45 1 1 34 7

400 40 60 40 2 2 34 8346 0 25 40 2 1 34 8

0 48 47 37 1 2 34 60 40 38 44 1 1 34 10 40 27 39 2 2 34 10 45 42 42 2 2 34 20 40 52 44 2 1 34 20 40 45 44 1 2 34 30 50 46 46 2 1 34 3

672 0 37 39 2 2 34 40 40 56 43 1 1 34 30 35 52 39 1 2 34 30 45 25 43 1 1 34 30 50 40 43 1 1 34 60 40 40 45 1 2 34 60 45 35 41 1 1 34 5

700 40 35 40 2 2 34 40 40 48 36 1 2 34 60 40 54 37 3 1 34 60 40 28 39 1 1 34 60 40 21 39 1 1 34 60 60 28 33 1 1 34 5

576 35 54 40 1 2 34 4720 80 42 39 1 1 34 4405 40 44 36 1 2 34 4

0 40 57 39 1 1 34 60 40 32 43 1 2 34 60 40 34 39 1 2 34 6

692 40 31 40 2 1 34 40 40 67 43 1 1 34 60 37 61 39 1 2 34 60 40 43 39 1 1 34 70 45 20 39 1 1 34 70 40 62 40 1 1 34 30 40 49 39 1 1 34 50 40 38 43 1 2 34 50 40 40 41 1 1 34 50 46 38 43 1 2 34 50 40 30 43 1 2 34 50 45 40 45 1 1 34 50 40 68 44 1 1 34 50 44 30 39 1 1 34 5

200 40 45 39 2 1 34 40 40 40 39 2 2 34 50 40 23 39 2 1 34 50 40 39 39 1 1 34 50 55 26 36 1 1 34 50 45 21 33 1 1 34 50 45 20 36 1 1 34 50 40 40 39 1 1 34 50 40 39 39 1 2 34 50 50 30 43 1 1 34 50 40 33 43 1 2 34 5

240 40 19 35 2 1 34 40 40 34 39 1 1 34 70 40 18 39 4 2 34 40 40 54 39 4 1 34 40 40 33 40 1 1 34 40 60 46 40 1 1 34 80 50 56 40 1 1 34 7

692 40 51 39 1 2 34 40 40 45 40 2 2 34 50 40 25 39 1 2 34 10 45 24 36 1 1 34 10 40 42 44 1 1 34 10 40 38 43 1 1 34 30 40 34 44 1 2 34 30 40 34 44 1 2 34 10 50 36 43 1 1 34 10 45 49 40 1 1 34 10 45 27 39 1 1 34 50 60 48 39 1 1 34 10 55 47 40 1 2 34 10 40 27 43 1 1 34 30 40 29 43 1 2 34 30 40 44 39 1 1 34 5

0 50 39 44 1 1 34 30 60 35 38 1 1 34 10 40 30 39 1 2 34 10 40 42 39 1 1 34 10 40 42 40 1 1 34 10 50 42 43 1 1 34 1

575 40 41 43 1 2 34 80 55 61 45 4 1 34 10 35 57 43 4 2 34 10 0 30 44 4 2 34 1

540 40 35 39 1 1 34 8520 40 33 41 1 2 34 8

0 45 37 40 2 1 34 6910 55 28 40 1 1 34 4

0 40 55 40 1 1 34 70 38 55 43 1 2 34 7

240 0 40 40 2 2 34 40 40 45 39 1 1 34 30 40 38 43 2 2 34 50 50 52 40 1 1 34 10 45 50 39 1 2 34 10 48 35 40 2 1 34 50 40 33 40 2 2 34 50 0 52 43 1 1 34 20 40 40 39 1 1 34 20 55 54 40 1 1 34 50 45 34 43 1 2 34 30 60 44 42 1 1 34 30 40 50 39 1 1 34 50 40 36 39 2 1 34 50 40 52 39 1 2 34 20 70 38 40 1 1 34 20 40 39 40 1 2 34 20 0 63 39 1 1 34 70 50 45 43 1 1 34 20 40 65 45 1 1 34 20 40 30 40 1 1 34 20 48 47 39 1 1 34 20 40 33 43 1 1 34 5

1192 40 51 40 1 1 34 4720 40 31 40 1 1 34 4

0 35 54 39 1 2 34 70 45 39 39 1 1 34 70 60 48 40 1 1 34 7

669 45 28 43 1 1 34 80 45 39 37 1 1 34 20 45 53 37 1 1 34 20 48 38 43 1 1 34 50 45 28 40 1 2 34 50 40 26 40 1 1 34 60 35 38 39 1 2 34 50 40 45 40 1 1 34 50 44 31 39 1 1 34 50 40 43 39 1 1 34 5

0 55 41 39 1 1 34 60 50 40 39 1 2 34 60 45 40 42 1 1 34 50 50 47 44 1 1 34 40 40 56 44 1 1 34 50 40 27 42 1 1 34 50 45 28 40 1 2 34 20 50 35 44 1 1 34 50 55 36 39 1 2 34 6

252 40 54 36 1 1 34 80 56 51 39 2 2 34 60 40 46 40 2 2 34 20 40 22 40 2 2 34 20 52 37 39 1 1 34 40 35 20 40 1 2 34 50 0 32 43 1 1 34 30 60 44 44 1 1 34 50 50 42 43 1 1 34 50 40 46 43 1 1 34 5

769 40 37 39 1 1 34 8769 40 33 43 1 2 34 8

1346 40 41 39 1 1 34 80 40 62 40 1 2 34 80 40 53 39 1 1 34 10 55 36 44 1 1 34 20 45 32 43 1 2 34 20 40 36 40 1 1 34 10 40 40 40 1 1 34 40 40 32 44 4 2 34 10 68 31 40 1 1 34 10 40 31 39 1 2 34 10 40 28 39 1 2 34 10 50 44 40 1 2 34 10 50 33 43 1 1 34 10 45 51 43 1 1 34 10 50 33 39 1 1 34 10 50 30 39 2 2 34 10 50 34 35 1 2 34 10 50 27 43 1 1 34 10 40 26 43 1 2 34 10 49 41 40 1 1 34 10 48 41 39 1 1 34 10 40 46 44 1 1 34 20 40 51 40 1 2 34 20 48 62 44 1 1 34 20 40 27 43 1 2 34 20 48 53 40 1 1 34 20 40 52 43 1 2 34 20 40 57 39 1 1 34 50 40 55 39 1 2 34 50 40 28 40 1 1 34 50 40 28 40 1 1 34 70 40 22 40 1 1 34 50 40 24 40 1 1 34 5

800 55 23 39 1 1 34 8404 39 58 40 1 2 34 8

1160 40 47 42 2 2 34 81250 50 25 40 1 1 34 4

0 65 30 40 1 1 34 30 60 59 41 1 2 34 20 60 60 40 1 1 34 20 40 36 40 1 1 34 20 40 31 37 1 1 34 6

625 54 48 39 2 1 34 81000 45 47 42 1 2 34 4

0 55 45 45 1 1 34 10 40 27 39 1 1 34 80 40 64 36 1 1 34 80 0 29 40 1 1 34 7

442 40 40 40 1 2 34 80 40 51 40 1 1 34 60 40 42 42 1 2 34 60 60 44 36 1 2 34 6

272 55 64 36 1 2 34 8384 40 30 38 1 1 34 8

0 66 39 39 1 2 34 7430 40 29 39 2 1 34 8462 40 28 43 2 2 34 8327 40 52 39 2 2 34 8

0 0 49 39 1 2 34 60 40 69 39 1 1 34 20 44 53 40 1 2 34 60 0 40 43 1 1 34 50 0 60 39 2 2 34 7

400 40 33 39 1 1 34 40 40 45 45 1 1 34 30 50 22 39 1 1 34 1

770 45 44 39 1 1 34 40 40 56 34 1 1 34 1

710 40 35 42 3 1 34 4355 70 34 42 3 2 34 4

0 40 24 39 1 1 34 10 35 19 35 1 2 34 10 80 28 40 1 1 34 50 40 25 35 1 2 34 50 45 41 39 1 2 34 70 0 67 37 1 1 34 60 0 66 39 1 2 34 60 40 17 36 1 1 34 60 40 54 39 1 2 34 50 40 30 44 2 2 34 50 60 55 33 2 1 34 50 45 24 40 2 2 34 30 40 31 43 4 2 34 30 50 34 41 1 1 34 30 40 41 39 1 1 34 60 40 51 39 1 1 34 30 40 46 39 1 2 34 3

0 40 29 35 4 1 34 7393 55 36 44 1 1 34 8

0 36 53 43 1 1 34 70 40 38 39 1 2 34 70 40 56 40 1 2 34 60 60 54 38 1 2 34 10 65 50 44 1 1 34 10 0 43 43 1 1 34 10 60 43 39 1 2 34 10 60 38 40 1 1 34 10 40 23 40 1 1 34 10 60 24 40 1 1 34 1

660 40 29 39 1 1 34 4450 40 28 39 1 1 34 4

0 43 30 44 1 1 34 21234 55 37 39 1 1 34 4

0 55 60 37 1 2 34 51013 0 39 40 1 1 34 4

500 40 36 39 1 1 34 4577 37 35 39 1 2 34 4

0 40 47 40 1 1 34 60 35 41 39 1 2 34 60 37 22 40 1 1 34 60 51 37 39 1 1 34 80 45 32 40 1 1 34 60 50 45 40 1 1 34 60 48 54 33 1 1 34 70 40 46 34 1 2 34 70 50 42 39 1 1 34 50 45 41 40 1 2 34 50 55 51 43 1 1 34 10 45 29 43 1 2 34 70 40 41 43 1 1 34 50 40 30 37 1 1 34 5

1250 58 48 44 1 1 34 80 40 48 43 1 2 34 80 40 25 38 1 1 34 60 40 46 39 1 1 34 50 60 47 44 1 1 34 1

2115 40 56 43 1 1 34 42596 60 45 43 1 1 34 4

0 40 40 39 3 1 34 60 36 43 43 1 2 34 10 40 40 43 4 1 34 10 65 33 43 1 1 34 10 80 50 46 1 1 34 10 40 34 43 1 1 34 1

865 40 36 41 1 1 34 80 40 36 43 1 2 34 60 0 36 39 1 1 34 60 60 47 41 1 1 34 60 40 39 40 1 2 34 6

1261 56 40 40 1 1 34 81731 50 49 44 1 1 34 8

481 35 46 43 1 2 34 8769 40 34 44 1 1 34 8509 37 55 40 1 2 34 8

0 50 36 40 1 1 34 10 50 46 43 1 1 34 10 40 32 40 2 1 34 20 40 34 43 2 2 34 20 40 44 40 1 1 34 30 70 46 44 1 1 34 10 40 28 40 1 1 34 70 40 30 40 2 1 34 70 40 40 39 1 1 34 60 50 39 39 1 2 34 60 40 23 40 1 2 34 60 40 40 43 4 1 34 50 0 47 44 1 1 34 50 45 42 43 1 2 34 50 40 40 46 1 1 34 20 60 44 46 1 2 34 20 40 50 40 1 2 34 20 40 41 39 1 1 34 50 60 36 45 1 1 34 50 40 42 39 1 1 34 10 40 39 39 1 2 34 10 40 47 43 2 1 34 30 60 44 43 2 2 34 30 50 20 40 2 2 34 30 35 19 40 2 2 34 30 45 24 40 1 2 34 10 45 27 39 1 1 34 10 50 38 40 1 1 34 8

1500 50 49 43 1 1 34 8520 40 49 43 1 2 34 8

0 40 30 40 2 1 34 70 40 39 39 1 1 34 6

1150 40 45 44 1 2 34 81100 50 47 41 1 1 34 8

238 42 47 39 1 2 34 8400 48 23 43 1 1 34 8

0 45 30 39 1 1 34 60 35 37 39 1 2 34 6

570 45 40 42 1 1 34 80 40 55 43 1 1 34 30 40 24 39 1 1 34 3

444 45 39 40 1 1 34 40 55 32 40 1 1 34 60 40 41 44 1 2 34 70 35 41 37 1 1 34 7

300 48 66 39 1 2 34 8588 45 38 43 1 2 34 8

0 51 33 39 1 2 34 60 45 44 39 1 1 34 70 35 38 39 1 2 34 70 40 47 39 1 1 34 3

0 40 42 39 1 1 34 3100 35 19 39 1 2 34 4577 55 36 39 1 1 34 4

0 75 37 36 1 1 34 50 90 40 40 1 2 34 50 60 28 44 1 1 34 50 99 46 39 1 1 34 50 40 44 39 1 2 34 10 55 46 39 1 1 34 50 40 52 39 1 2 34 50 40 59 40 1 1 34 30 40 45 39 1 2 34 30 40 48 43 1 2 34 20 60 38 43 1 1 34 20 40 51 40 1 1 34 60 40 41 41 1 1 34 10 40 52 37 1 1 34 4

480 40 45 39 1 2 34 40 40 51 40 1 2 34 30 40 35 39 1 1 34 70 38 35 42 1 2 34 7

506 40 26 39 1 1 34 81400 40 32 45 1 1 34 8

400 40 46 39 1 1 34 40 40 38 40 1 1 34 60 40 43 40 1 2 34 7

1384 45 56 43 1 1 34 8962 40 52 39 1 1 34 8418 38 50 39 1 2 34 8650 53 41 39 1 1 34 4

0 50 49 43 1 2 34 70 60 21 40 1 1 34 70 44 70 44 1 2 34 80 40 65 43 1 1 34 80 40 45 39 1 1 34 10 0 37 40 1 2 34 10 40 22 39 1 1 34 10 40 42 39 1 2 34 10 40 41 39 1 1 34 10 40 41 39 1 1 34 10 55 31 39 1 1 34 1

620 42 44 39 1 1 34 40 0 43 39 1 2 34 70 40 19 39 1 1 34 7

560 40 28 39 3 1 34 80 40 29 40 1 1 34 70 40 26 39 1 2 34 70 40 38 39 1 1 34 70 60 43 43 1 1 34 70 40 34 39 1 1 34 3

300 45 21 39 1 2 34 80 40 38 36 1 1 34 50 70 50 39 1 1 34 30 40 49 44 1 2 34 7

0 45 51 43 1 1 34 70 45 24 43 1 2 34 50 40 28 39 1 1 34 2

480 40 31 40 1 1 34 8349 40 25 41 1 2 34 8

0 43 43 43 1 2 34 70 50 22 38 1 1 34 7

220 40 26 39 1 1 34 80 56 51 40 1 1 34 50 40 40 39 1 2 34 2

326 40 23 42 1 1 34 4146 45 19 39 1 2 34 4529 40 39 39 1 1 34 4340 40 39 40 1 2 34 4599 40 44 40 1 1 34 8233 36 46 40 1 2 34 8348 40 20 40 1 1 34 8

0 40 42 40 1 1 34 12615 0 69 43 1 1 34 8

0 80 39 39 1 2 34 10 50 52 39 1 2 34 20 40 38 39 1 1 34 60 40 43 39 1 2 34 60 40 48 37 1 1 34 30 40 22 36 1 1 34 30 38 45 39 3 2 34 10 40 45 39 1 1 34 10 45 48 40 1 1 34 60 40 48 39 1 2 34 10 0 43 39 1 1 34 10 40 51 39 1 1 34 10 40 49 39 1 2 34 10 50 29 39 1 1 34 5

475 48 37 40 1 1 34 4480 40 30 39 1 1 34 4110 40 23 41 1 2 34 4394 48 42 36 1 2 34 8

0 60 36 41 1 1 34 30 40 34 41 1 2 34 7

880 50 29 42 1 1 34 40 45 44 39 1 1 34 50 40 43 44 1 2 34 5

900 0 43 40 1 1 34 40 40 49 36 1 1 34 50 40 46 39 1 2 34 50 0 46 40 1 1 34 20 55 50 40 1 2 34 20 0 48 39 1 1 34 20 40 45 42 1 2 34 20 0 60 44 1 2 34 20 45 50 42 1 1 34 20 40 36 40 1 1 34 70 36 27 40 1 2 34 70 40 52 39 1 2 34 5

0 40 43 39 1 2 34 60 40 37 35 1 1 34 8

315 40 51 42 1 2 34 82500 40 36 37 1 1 34 8

380 40 37 39 1 2 34 80 90 35 39 1 1 34 7

1050 50 33 40 1 1 34 4500 48 49 40 1 1 34 4

0 35 47 40 1 2 34 4923 40 29 43 1 1 34 4576 48 55 40 1 1 34 4

0 55 33 39 1 1 34 60 40 44 39 1 1 34 60 40 40 39 1 2 34 60 40 58 36 1 1 35 60 0 56 43 1 1 35 70 55 41 43 1 1 35 7

125 0 46 40 1 2 35 41846 50 55 44 1 1 35 8

808 40 39 42 1 2 35 81100 40 39 41 1 1 35 8

0 46 27 44 1 2 35 60 95 47 43 1 2 35 50 45 32 44 2 2 35 40 40 47 40 1 2 35 60 40 35 43 1 1 35 70 50 48 39 1 2 35 10 50 50 39 1 1 35 10 45 22 39 1 2 35 70 56 43 40 1 1 35 20 45 52 44 1 2 35 10 48 53 44 1 1 35 10 40 29 39 1 1 35 70 40 26 39 1 2 35 70 50 57 39 1 2 35 20 40 28 39 1 1 35 50 53 33 40 1 2 35 70 40 34 41 1 1 35 7

274 37 49 42 2 1 35 80 40 37 39 1 1 35 20 40 50 39 1 2 35 20 40 41 40 1 2 35 10 40 40 39 1 1 35 10 40 41 43 1 2 35 7

577 35 46 37 1 2 35 80 41 25 43 1 2 35 6

1200 60 55 44 1 1 35 80 40 50 39 1 2 35 30 40 21 39 1 1 35 30 40 19 39 1 2 35 30 40 54 41 1 1 35 7

1346 65 47 43 1 1 35 80 40 45 43 2 2 35 3

971 40 44 40 1 1 35 4

361 40 40 39 1 2 35 40 54 48 40 1 2 35 70 40 49 42 1 1 35 70 50 30 43 1 2 35 70 50 32 39 1 2 35 70 40 53 44 1 2 35 70 40 23 41 3 2 35 20 45 43 39 1 2 35 20 40 47 41 1 1 35 20 63 47 43 1 1 35 20 40 58 46 1 1 35 20 40 38 43 1 1 35 20 40 28 41 1 2 35 60 40 27 41 1 1 35 60 45 40 40 1 1 35 10 40 52 40 1 1 35 60 50 52 39 1 1 35 60 42 49 41 1 1 35 10 40 64 39 1 1 35 10 70 54 44 1 2 35 20 80 52 45 1 1 35 20 40 25 39 2 2 35 10 40 54 39 1 1 35 10 40 52 36 1 2 35 1

634 40 56 39 1 2 35 8490 40 60 34 1 1 35 8

0 36 24 39 1 1 35 60 40 48 39 1 2 35 50 45 34 40 1 1 35 50 40 45 44 1 1 35 10 40 27 43 1 1 35 10 40 50 39 1 1 35 50 40 42 39 1 2 35 50 40 21 40 1 1 35 50 50 40 43 1 2 35 70 40 55 39 1 2 35 50 40 22 39 1 1 35 30 40 33 40 1 2 35 50 44 34 44 1 2 35 70 40 48 40 1 1 35 30 40 63 40 1 1 35 50 40 20 39 2 1 35 50 40 23 39 2 1 35 5

300 40 49 39 2 2 35 80 45 31 41 1 1 35 70 45 34 39 1 1 35 30 40 33 36 1 2 35 30 55 36 39 1 1 35 30 50 33 43 1 1 35 20 40 32 40 2 1 35 60 40 36 39 2 2 35 60 60 55 39 1 1 35 70 40 40 36 2 1 35 50 45 48 40 1 1 35 5

0 45 58 39 1 1 35 50 43 41 39 1 1 35 70 40 58 39 1 2 35 10 40 40 39 1 2 35 10 40 36 39 1 2 35 10 40 26 40 1 2 35 20 40 46 44 1 1 35 1

370 48 46 40 1 1 35 82885 40 35 41 1 2 35 8

360 40 36 42 1 1 35 80 96 32 40 1 1 35 8

571 42 29 43 1 2 35 8615 40 24 43 1 2 35 8808 0 25 44 4 1 35 8

0 50 33 36 1 1 35 70 40 35 37 1 2 35 70 40 50 40 1 1 35 60 52 39 43 1 1 35 30 60 45 43 1 1 35 20 40 38 44 1 1 35 20 50 42 39 1 1 35 2

596 40 32 43 1 1 35 8720 56 35 40 1 1 35 8529 40 35 39 1 1 35 8560 52 34 41 1 2 35 8488 40 55 39 1 2 35 4

0 62 32 39 1 2 35 50 50 32 39 1 1 35 50 50 31 40 1 1 35 5

753 40 28 43 1 1 35 4712 45 28 43 1 1 35 4600 55 28 43 1 2 35 4299 0 33 40 3 2 35 4

0 0 35 40 1 1 35 7635 50 26 43 1 2 35 8251 40 22 40 2 2 35 8

0 40 38 39 1 2 35 20 40 38 39 1 1 35 20 38 46 39 1 2 35 20 40 46 40 1 1 35 20 65 34 39 1 1 35 10 45 38 43 1 1 35 10 40 59 39 1 1 35 20 45 46 39 1 1 35 20 55 43 34 1 1 35 20 60 48 45 1 1 35 20 40 43 40 2 2 35 1

525 35 30 39 2 1 35 8240 40 32 39 2 1 35 8

0 55 40 37 1 1 35 30 45 37 39 1 2 35 30 40 41 36 1 1 35 10 40 62 43 1 1 35 50 40 55 43 1 2 35 5

0 40 24 43 1 1 35 70 40 61 39 1 1 35 70 40 26 43 1 2 35 10 40 22 39 1 1 35 10 45 25 43 1 2 35 60 50 39 44 1 1 35 2

800 50 49 40 1 1 35 8320 40 56 39 1 2 35 8

0 40 42 39 2 2 35 2320 40 47 39 1 2 35 8865 70 22 39 1 1 35 8

0 50 51 39 1 1 35 70 40 53 39 1 1 35 10 80 27 43 1 2 35 10 72 34 41 1 1 35 1

923 85 47 43 1 1 35 8779 40 44 39 1 1 35 4

0 40 52 39 2 2 35 20 47 27 40 2 2 35 20 35 72 46 1 1 35 30 65 44 39 4 2 35 30 80 49 39 4 1 35 3

442 40 28 39 2 2 35 80 40 37 41 1 2 35 7

491 40 24 39 1 2 35 80 45 49 44 1 1 35 70 48 53 44 1 2 35 70 0 62 39 1 1 35 50 40 27 43 1 2 35 60 40 54 39 1 2 35 60 56 64 37 1 1 35 60 40 54 39 1 1 35 50 40 24 41 1 1 35 10 50 41 37 2 2 35 10 40 22 37 2 2 35 10 40 43 44 1 2 35 10 40 44 39 1 2 35 10 40 23 40 1 2 35 10 40 45 39 1 1 35 10 40 46 41 1 1 35 30 40 23 40 1 1 35 30 40 35 41 1 2 35 7

364 40 23 43 1 2 35 40 70 30 45 1 1 35 70 40 27 43 1 2 35 70 40 39 39 1 2 35 60 40 35 39 1 1 35 60 40 34 37 1 1 35 50 62 30 43 1 2 35 60 60 31 41 1 1 35 60 45 43 40 1 1 35 70 0 41 43 1 2 35 70 40 37 40 1 1 35 60 55 60 46 1 1 35 2

0 40 58 43 1 2 35 20 65 45 45 1 1 35 20 45 49 41 1 1 35 20 40 21 40 1 1 35 20 40 21 40 1 1 35 20 55 38 44 1 1 35 20 50 39 43 1 1 35 20 55 31 44 1 1 35 70 40 35 43 1 2 35 70 0 42 45 1 1 35 40 40 41 43 1 2 35 60 80 41 40 1 1 35 60 60 39 39 1 1 35 10 40 35 38 1 1 35 10 45 38 43 1 1 35 50 45 38 43 1 2 35 50 75 39 39 1 1 35 50 45 35 39 1 2 35 50 40 38 39 1 1 35 60 40 31 40 1 1 35 60 40 24 39 1 2 35 60 40 27 39 1 1 35 10 40 40 41 1 1 35 10 40 48 43 1 2 35 1

320 40 45 41 1 1 35 80 60 47 43 1 1 35 10 75 47 46 1 2 35 1

292 40 47 39 1 2 35 8660 40 50 39 1 1 35 8471 40 21 43 1 1 35 8

0 50 51 41 1 1 35 70 40 62 46 1 1 35 60 40 59 44 1 2 35 60 40 42 43 1 2 35 30 40 45 44 2 2 35 6

958 40 48 40 1 1 35 81288 45 32 43 1 1 35 8

0 60 55 43 1 1 35 60 40 35 40 1 2 35 60 65 36 44 1 1 35 50 59 24 43 1 2 35 5

276 0 62 44 1 2 35 40 0 74 44 1 1 35 40 40 57 40 1 1 35 60 35 55 39 1 2 35 60 40 25 40 1 1 35 20 40 51 44 1 1 35 50 50 49 44 1 2 35 5

581 0 28 43 1 1 35 80 50 39 41 1 1 35 50 45 40 43 1 2 35 50 40 52 44 1 1 35 10 40 50 43 1 2 35 10 40 48 43 1 1 35 1

0 40 29 43 1 2 35 10 40 42 40 1 1 35 2

1077 50 33 43 1 2 35 8605 43 43 39 1 1 35 8

0 40 40 44 1 2 35 70 48 55 39 1 1 35 60 44 55 40 1 2 35 60 0 47 40 1 1 35 50 45 61 46 1 1 35 5

568 45 48 41 1 2 35 80 50 52 39 1 1 35 3

1346 40 47 43 1 1 35 80 45 37 39 1 2 35 3

710 40 31 39 1 1 35 40 40 24 39 1 1 35 60 40 27 39 1 2 35 60 40 32 41 1 1 35 70 40 50 39 1 2 35 70 60 34 39 1 1 35 7

780 40 50 41 1 1 35 81760 40 47 44 1 2 35 8

0 40 62 43 1 1 35 3556 46 44 39 1 1 35 4542 40 27 40 1 1 35 4

2885 65 46 43 1 1 35 8865 45 39 43 1 1 35 8

1442 50 41 43 1 1 35 80 40 39 40 1 2 35 8

996 45 53 39 1 1 35 80 50 44 39 1 1 35 70 45 29 40 1 2 35 70 44 22 39 1 2 35 20 0 24 36 1 1 35 20 40 25 39 1 1 35 20 40 22 38 1 1 35 20 40 25 43 1 2 35 50 40 27 39 1 1 35 70 40 33 44 1 1 35 70 40 53 39 1 1 35 10 0 53 39 1 1 35 30 40 28 39 1 1 35 30 40 49 39 1 1 35 70 58 38 43 1 1 35 3

846 40 41 43 1 2 35 40 40 25 43 1 1 35 50 55 25 36 1 1 35 10 55 43 43 1 1 35 10 47 26 33 1 2 35 1

808 50 39 43 1 2 35 80 38 29 40 4 1 35 50 40 24 42 4 2 35 50 58 22 39 1 1 35 30 48 23 40 1 1 35 30 0 34 40 1 1 35 7

0 45 28 39 1 1 35 60 40 28 39 1 2 35 60 45 29 40 1 1 35 20 40 24 39 1 2 35 2

1060 50 51 43 1 2 35 80 45 35 40 1 2 35 60 40 55 39 1 1 35 6

1083 40 53 39 1 1 35 4410 40 52 39 1 2 35 4

0 40 49 41 1 1 35 70 45 25 39 1 1 35 70 40 55 40 1 1 35 5

442 40 24 41 1 2 35 4916 40 32 41 1 1 35 4500 40 49 39 1 2 35 4583 40 30 39 1 1 35 4576 40 38 37 1 2 35 4

0 40 43 41 1 1 35 40 40 43 40 1 2 35 40 40 45 41 1 2 35 20 40 53 39 1 1 35 70 40 52 39 1 2 35 70 40 46 41 1 1 35 70 45 23 43 1 1 35 30 45 38 43 1 2 35 50 40 53 40 1 2 35 50 0 26 43 1 1 35 30 40 40 39 1 2 35 50 0 38 39 1 1 35 7

576 55 31 42 1 2 35 40 50 37 43 1 2 35 70 45 32 41 1 2 35 20 45 19 39 1 1 35 20 60 63 39 1 1 35 20 45 45 44 1 1 35 50 40 45 43 1 2 35 50 40 58 39 1 2 35 60 40 50 45 1 1 35 60 40 34 44 1 1 35 50 40 62 34 1 1 35 2

410 40 37 39 1 1 35 8583 40 30 39 1 1 35 8941 50 42 41 1 1 35 8496 60 39 39 1 2 35 8

0 45 32 43 1 1 35 50 40 31 39 1 1 35 50 40 28 39 1 2 35 50 50 41 40 1 1 35 60 45 46 39 1 1 35 50 50 60 40 1 1 35 60 45 23 43 1 2 35 6

1394 45 54 44 1 1 35 8196 35 55 43 1 2 35 8280 50 22 40 1 1 35 8

0 0 38 41 1 2 35 40 66 42 41 1 1 35 40 35 53 39 1 2 35 40 50 45 43 1 1 35 10 50 42 39 1 2 35 10 40 49 43 1 1 35 30 74 43 46 1 1 35 3

997 40 42 46 4 1 35 4496 40 41 43 4 2 35 4538 50 33 39 1 1 35 4

0 41 22 39 1 2 35 7788 45 33 41 1 2 35 8481 50 29 40 1 1 35 8

0 40 56 43 1 1 35 30 40 59 39 1 1 35 20 40 70 34 1 2 35 20 40 51 38 1 1 35 20 60 38 43 1 2 35 20 80 37 37 1 1 35 20 50 42 39 1 1 35 2

354 40 43 41 1 2 35 8823 45 36 41 1 1 35 8

0 0 53 43 1 1 35 7728 50 40 41 1 1 35 8641 40 29 40 1 2 35 4491 40 38 39 1 2 35 4

0 60 46 39 1 1 35 50 35 61 39 1 2 35 50 90 61 39 1 1 35 80 100 54 39 1 2 35 80 48 46 39 1 1 35 30 50 39 39 1 2 35 3

526 45 43 39 1 2 35 40 45 47 44 1 2 35 60 45 52 43 1 1 35 60 40 65 37 1 1 35 6

654 40 53 43 1 1 35 80 43 29 41 1 1 35 3

673 54 34 40 1 1 35 4404 40 33 41 1 2 35 4

0 40 46 39 1 1 35 30 40 44 37 1 2 35 30 36 25 40 1 2 35 30 43 36 39 1 1 35 30 0 33 40 1 2 35 3

654 40 53 39 1 1 35 80 40 47 37 1 1 35 30 43 47 40 1 2 35 30 40 18 37 4 1 35 30 40 32 40 1 2 35 50 62 46 40 1 1 35 5

385 40 47 40 1 1 35 4375 40 47 39 1 2 35 4600 40 63 39 1 1 35 8

0 60 56 39 1 1 35 10 40 44 39 1 2 35 50 40 40 39 1 1 35 2

375 0 68 43 1 1 35 40 40 44 44 1 2 35 20 40 44 39 1 1 35 20 50 59 39 1 2 35 30 35 46 40 1 2 35 10 40 63 39 1 1 35 70 70 48 39 1 1 35 6

500 40 57 39 1 2 35 41170 40 60 39 1 1 35 4

0 52 52 44 3 1 35 10 40 40 39 1 1 35 10 40 51 39 1 2 35 10 36 42 39 1 1 35 20 40 38 40 1 2 35 20 40 56 39 1 1 35 70 40 55 39 1 2 35 70 60 51 39 1 2 35 20 45 56 39 1 1 35 20 40 50 39 1 2 35 60 40 50 38 1 1 35 60 0 37 34 1 1 35 60 70 55 43 1 1 35 50 70 55 43 1 2 35 5

875 40 55 35 1 1 35 8800 40 58 43 1 1 35 4450 40 47 39 1 2 35 4330 0 23 39 1 2 35 4962 40 40 43 1 1 35 4481 37 39 41 1 2 35 4373 37 41 40 1 2 35 4

0 40 29 39 1 1 35 60 40 30 42 1 2 35 60 36 26 41 1 1 35 60 40 26 39 2 1 35 30 99 34 38 1 1 35 30 45 52 41 1 1 35 60 38 52 39 1 2 35 60 40 55 39 1 2 35 30 45 26 39 1 1 35 60 40 25 40 1 2 35 60 40 48 39 1 1 35 50 45 49 39 1 1 35 50 45 46 39 1 1 35 50 40 21 42 1 2 35 60 50 33 39 1 1 35 6

1154 50 53 43 1 1 35 80 40 43 39 1 1 35 8

231 50 44 43 1 2 35 80 40 55 39 1 1 35 60 40 51 39 1 2 35 60 0 75 40 1 2 35 5

0 40 32 41 1 1 35 50 40 31 41 1 2 35 5

323 37 39 39 1 2 35 80 80 42 39 1 1 35 50 40 35 39 1 2 35 5

272 40 56 39 1 2 35 4519 44 47 40 1 1 35 4

0 90 43 43 1 1 35 8320 40 38 39 1 2 35 4440 40 47 39 1 1 35 4

0 52 42 44 1 1 35 30 0 55 40 1 2 35 5

892 50 43 39 1 1 35 41538 50 51 46 1 1 35 8

423 50 50 43 1 2 35 80 45 52 46 1 2 35 60 40 48 40 1 1 35 50 50 38 39 1 1 35 70 40 31 39 1 1 35 20 40 58 37 1 2 35 20 40 47 39 1 1 35 6

381 40 42 39 1 1 35 80 40 52 39 1 2 35 10 99 53 40 1 1 35 10 45 58 43 1 1 35 10 45 42 39 1 1 35 10 40 39 39 1 2 35 10 44 56 39 1 2 35 60 48 63 39 1 1 35 60 45 35 39 1 2 35 8

923 50 34 39 1 1 35 80 45 29 43 1 1 35 10 40 27 39 1 1 35 30 40 25 41 1 2 35 30 40 38 39 1 2 35 20 0 55 46 1 1 35 3

554 60 37 39 1 1 35 4794 38 50 46 1 1 35 4

1260 60 34 41 1 1 35 40 40 27 41 1 2 35 60 40 44 39 1 1 35 30 40 23 39 1 1 35 3

400 36 24 37 1 1 35 4300 36 22 39 1 2 35 4

0 47 57 40 1 2 35 60 65 61 44 1 1 35 30 36 60 39 1 2 35 30 40 27 41 1 1 35 30 40 34 39 1 1 35 3

220 40 36 39 1 1 35 8320 40 26 37 1 2 35 4320 40 46 37 1 2 35 4

0 40 27 39 1 1 35 50 45 52 40 1 1 35 5

0 40 38 39 1 2 35 5456 40 41 39 1 1 35 4

0 40 36 39 1 1 35 10 40 43 39 1 1 35 20 40 29 39 1 2 35 20 52 57 40 1 1 35 10 42 43 43 1 1 35 10 40 42 43 1 1 35 10 40 42 43 1 1 35 10 0 46 46 1 1 35 10 44 37 43 1 2 35 10 40 25 33 1 1 35 20 40 53 39 1 2 35 10 0 53 35 1 1 35 70 40 46 39 1 2 35 7

340 40 60 40 1 2 35 80 40 46 39 1 1 35 30 45 39 41 1 1 35 8

350 54 36 43 1 2 35 80 40 61 43 1 1 35 60 40 38 36 1 1 35 60 40 42 43 1 1 35 60 40 41 43 1 2 35 6

400 44 37 37 1 1 35 4399 38 37 43 1 2 35 4

0 50 49 39 1 1 35 20 50 54 46 1 2 35 70 60 23 39 1 1 35 30 40 38 39 1 1 35 20 0 41 39 1 1 35 10 99 33 37 1 1 35 20 99 41 39 1 2 35 20 40 56 44 1 1 35 70 40 53 43 1 2 35 70 45 45 39 1 1 35 10 40 34 39 1 2 35 10 45 29 43 1 1 35 20 40 24 41 1 1 35 20 47 36 40 1 2 35 20 50 51 39 1 1 35 10 40 43 39 1 2 35 10 36 31 39 1 1 35 60 99 41 40 1 1 35 30 50 31 43 1 1 35 50 40 31 39 1 2 35 5

288 0 31 39 1 1 35 4200 35 33 39 1 2 35 4

0 40 39 39 1 1 35 30 35 37 39 1 2 35 3

615 40 48 43 3 2 35 8308 55 31 40 1 1 35 8

0 40 29 43 1 1 35 20 40 25 39 1 2 35 20 0 57 37 1 1 35 3

0 0 38 39 1 2 35 30 0 30 46 1 1 35 10 0 26 46 1 2 35 10 50 60 37 1 1 35 50 40 35 39 1 1 35 50 60 35 40 1 1 35 10 50 35 40 1 2 35 10 50 35 43 1 1 35 80 40 37 37 1 1 35 50 99 56 43 1 1 35 4

140 40 56 39 1 2 35 4269 75 21 39 1 1 35 8

0 40 48 39 1 2 35 30 40 41 39 1 1 35 30 40 40 39 1 2 35 30 40 27 40 1 1 35 30 40 32 39 1 2 35 30 40 29 43 1 1 35 5

280 40 21 40 3 2 35 80 40 34 39 1 2 35 30 45 34 43 1 1 35 30 40 54 39 1 2 35 30 40 21 39 1 1 35 30 40 44 36 1 1 35 50 36 36 37 1 2 35 50 40 38 39 1 1 35 30 40 39 37 1 1 35 70 40 37 39 1 2 35 70 65 48 46 1 1 35 70 35 69 36 1 1 35 20 42 63 39 1 2 35 20 35 31 39 1 2 35 20 99 46 39 1 1 35 20 0 41 44 1 2 35 20 0 19 39 1 2 35 2

627 53 37 39 1 1 35 40 40 46 41 1 1 35 70 40 46 39 1 1 35 70 45 43 39 1 1 35 10 35 57 45 1 1 35 1

750 40 50 43 1 1 35 4375 40 50 40 1 2 35 4

0 40 33 39 2 1 35 5275 40 25 39 1 1 35 8822 90 32 40 1 1 35 8769 45 27 41 1 1 35 8

0 40 62 39 1 1 35 70 40 39 39 1 2 35 60 40 40 39 1 1 35 6

650 75 39 41 1 1 35 80 40 31 44 1 1 33 20 40 28 44 1 2 33 20 50 48 37 1 1 33 20 45 31 43 1 2 33 2

Original Variables

WSAL_VAL 4400012000540004820024000620001700025000100006500030000

3067313700034000250004200068000700002500015400564262108750000115004000070000620003000020000173603200060000

95009000

03800045000160003000029530

827411200210002450030000300003640029000

180006500015000300007200042000

14449930000350003500011000

8000250001234029484130001365028000500004300059314

00

320002400011000264712393320800

3067313000046000

30673157000

0478001628120000

0450004300019000314343800041000260002000046000305003400012000500002300022000

24000230002300024000550001700052000500004500057000

02670021500386002700046000

028000

0360001647512200

78001900040000

04753

600002523660000350003000042000360002900026000700001500060000500002000010452800001500016112520003500028000500002919038000100002550023000

5000000

25000240001200027949400003400017000

013920102806000050000150003100019200300006500052000416003000025000250002300025500310002400050000360002800036000500001200083500300003100028800570002800019000

1004064200027000109202000020000

3067311940065000500003700058000

580000

27500100006900018720

64004419612000

6000600003000060000

10500120722821984000024568

018000737713000016400

0539004000022000200002000097000260004400060000250002500053000610008300012000220008100056000300003000036000130002800019000

50004900035300150001299936000

3000049800267001456040000330002900025000450002900030701

030000

800014750208405300030493

70002400027949840003470083000380005800047000450004560064000

80004800084925150003400011520307482969070000480003300040000550006000026000200004000028000

20002500041000495802700020000

350005000

510002700049000200005500030000280006000050000130001800059000750004880243000

02500024000

761225000200004881844000275002100064100225001790036000320002600026000

09850038000250002000033000770005500011000

00

300000

31000450004900032000420001230015600

310004500028000380002993237000

13001800020000200002000027500220001200029236

8818125000

20000167005832840000120003650030000370001595032000

3067315280025500511082800070000330008000022600165002000055000

75008600021000220001400032000320005150037000250001800011000110003600017600

210004723935000

3067312400013000623654000030000160005000027500400004200035700156002000015433120005200047440509133330017000850001500028000

60002800025387

03500045000

1030003050072000180002050040000400003000070000200002580050000

1499250

280005599275000140004510047000

9440

420004700027000300006000054000480002890530000300002150030000

44805200065000

035000

00

3661550000290002000014000

30004200040000

306731750003100024000170005500043000400001400045000164761352015600110003000018200

250027372

033000

010000

00

980003000029200

130005700053000

0150000

17600202895800032000

830025000460002100020000

20003649535961

92002137550000

9000810002500027000

0140002000013600270002000034000580002500011440440005500035000

06200018000208005000085000

0112800

650003500018000370003400020000

03800041000

170007500060000240003500015000

021000133395778212000

50008500030870500005000037000

390510390003000010000180003000024000400007000060000200001250042000600004804840000380006540644000230002200035000450003000029000250003570024000365002800030000425261820042000330003200011267

513005250027500400001500035200275001500010400300004000050000680001050045000420006000036000

0120009640625000

1450001880014000

13500065000100002200025000

30673155000

500028000520006300030000

120000100000

45000430006000011000

10000045000

6500290002000040000990004737535576

7500

51000300003000030000

0150000

49915340003450016800240002599216200

31473126000418004000027000250002000037700520004500075000360004380811000

500043000

070000200001768017680

10000035000420003000024000

3485169000013000238162392019000350003640020000900006000021793470001100028000

2500055000

125000700006000031000280006300010000300003300017000150005500025000660001872044000220002000018000650004950072000600004500017506130002500080000

300075000

0306731327731

08000

70000140002000031009

600042000

021000320001990022000380003145030000120004000030000

02500025000

75894000044000150004500070000380004800025000

030000310001800011700

8000999253599960000200002800045000

333720000300005000029000650003600096000

1150001500025000160002600055000270002200040300430005908942000

2000300009000060000490003000011000

02800016000

1800065000240003000052000210003500015000380005800021000565355000025000150003700052200

1349254000060000390005200085000

60005300099000

035000240001400037000500008000028000

3000136241512538740

850050000300005361343000450006000025000

042500550003100030000500004500070000

3120020000200003950042000

5945532305600055000800003432469000170003500026000270004500038900415006800070000

100000230001320821000

422204150000

200001500028000436803437315000

1200002600052000250005000024836338001900016000400007500015600

02000020000700004400075000750008000030000

2500030000305003500028000160004200030240364006907929000344006000042000

10500045000

6000620003500018800

10766562000250004900017000700007600025000

1200004139250000530005800056000450001664021000780008500075000

140000980004000025000

10000035000599259200032130380004100030000

10000045000

131925200503200029000910005000030000810003500040000300002500025500420007500013000

1080001192038000250001000014000290003400038000380002100032000400002200017100650003800022000

2500480001800027676

1100008000078000380001700041500

306731135000120000

3000051500

0533004200012000

0

90000160000

1540023000123261478060000364002950010000440004702534000344001400036000

40005200024000900008500027000

60003200080000750005950040000

5000400003500042000300004400054000

0288005350032000610003700039000240003000055000500007200083200

1344003300048000220005900018000

55000305006000050000

530020000400005500060000520004500080000220007400061000820004700041000

8000100000

350006000029700

0390003500027000

29004900023000

04300015000700002200021000

0306731

2500032000220005200045000

059000155001872011000260001150034000

1280002000052000

80006300

440002500025000200005000060000420005200035000350003490017500

57001773822000

05120010640

30673120000490004700053000190002000047000

306731450003500020000

022500

0306731

36000720004674730000240003250045000

04465122000

600020000380002314763114510003100022000

0286006083831200430001000081000

10000020000180002000062000350005580049000

209925110000

300003500015000110005000014444650002565060000

0226702000015000488004600027000320004250010800720003500072000490009100016000400002000055000354006000012000

014000108002200019800

2445

1800022000350002000039000540004850050450240001100032000209008000034000310001700028650280002350011000187003000025000248004200010000570006600065000118041860025010

1444994600050000

313231306731

23400320001572623920300003500038000279006000030000

306731350002530052000285803276441000

335005400047500

540014300

77002360025300450001800030000400003000014000450001900025000

0550006900042000

15000060000125003700035000340002500027000350002000035000350001400012500200002000034000400003000032900

07220032000800003800030000

035000

13200013000800001200055000

2500016000219842363731600200003540021000351481300070000500005000021000

450043851290003500032000

03000055000290001800035000

0214006162935000437003720036000460004000032000

01229010200

96001460142000320005500029872

60002000028000

66007472625000

13000081360

12492539000

350005000040000

50004000016000240001500047000380002564049000

0402204

650001400018770187652700020000

630030000500006500052500560006300065000

500024000450004560061601465004850011000600003500050000

05500056000430003200018200260001900040000550004000015000150002400028000

280003800037400

32001800516000300001800065000

12000034400300001000025000

04700030000

1500002100017000

05419011580494703600015000120005300043000

045000350004200050000500006200020700

128000150021800029000160001800024000

5000

130002702541000

9000000

27000

620001600019000340002700020000

30003800027000

73670

2756050000270403074016804383432756041000300003500026000

110024000295002000024000384021642226000

70002500033000422002500017000

75000

2400013000

24001500043700180244702560000

600022000300001900025000

75009000027000

188673000030000272003378023000280004000029100

12392533900700002958012000280004324065000

02800020800

0150002500028000

95007035

1100033000

306731200057600025000

800050000480001000022500330002700036000170002960014000100005500050000

84224000180004408570000300001260060000

70000

9700047000630001850017000280002850063000

0306731

390002400038000380007300010878

0155000

580000

12500600004500013000350008000045000580004100060000450003900055000280004500027000

72016850280002750031169

084004300

570006500045000680002700030000

12000

1824046000180009250065000750001100060000800005500065628300001760357240

12000042000370002300023000

80009000

350001300080000

380030000185003200011000

10000045000

00

12000220008992537000177551300040000

10000056000520004700020616230002700046200510006000048000340002700075000

431617850

03000015000

10913978000130003500056000420004500028000200006000065000400005300013000190003500040000380001600027000

516011706290001800042000

1100051100015499

0306731

1500055000370002600048500

020000

999920000700007500014480299635000012000286921200055000

0

2300015000

90004800035000500008000048916310002882521502650004500011000480003500030000180003800024000250002600032000275003800050000

8000100000

2500030000

6800410403706360000440002600088500900001560024500468213800012298360002700030000

8736470005500069500

9500441004000038000

260008593

350006000

135003000020000610003000020000380001820014000235002690011120385002100038000119811500021600450009000022000420001500030000

0250002700017000

0450001200042000200004800013500180003500032000

80008800

0306731

590008000

270004472

28000310003500013000

1300027000300001420029000100005150032000508711926053000180001000020000250002500014400

748036000300002000060000

020000450003400072000360526500018000

048000500002875018000140002340052000400002200034000180003500016510155006800034000264002200019000

7800540002800068000

2400022200

017000168003600022000

80000

30006200

187204106610000215002200082925430002600030400119602899010465

9840674062600014000

7000830001200031000

819535000

0230002900027000

0268801200035000375004300019940430001000054000650002875640000

00

4000015000

340003207626000

960020052120001300012480350003500032000500005200056500360003150053000

037000141053500025000415005780020000212606800012907800005900030000389903800034000

90002800026000

840017500131002080065000250003000045000204464200026000379902000065000210002600050000

140000

39000325002210035000633602300025000400001800016000100002600022919172003240016000150004000035000120001500022000350001880034000350003500017500

5000100000

30000127003200020000

1250001000014000290004600027000492002200028000260006000018000290002100033000

600025000

300

58000105001900024000530001700038000

02400023000250003288215600

0395003600035000340001000041600291202900040000201553101423214270002100018000190004150033000270008400032000210002300028900380004400029000180002300043000160002600032000

00

12000010000235002000015000

40000260002100029000

40731130327000220002100032000436801800031360310002700028000330003200030000220003400023000

72003400038000

07000050000700002611410000

02900050000320003200050000290003961720000275681577938000500008000039000500001500040000320004200030000

035000

37223150002208014000

0250005090030000800001612045000280001200040000350009800050000200002500013000

950040000167001700040000380003800063000299637000030000400003950015000480003680020000

60000

250005400054000

7000387022300062000

4914306731

374046000044000412911500049500

285004000

1800047000

585022000250004680028500130004200070000200005356017920

0500007000055000450002400032444141712900036800220001600018000360005020033000270003489260000400005500022000320001200012000730003600034000403722060020800169001200025000180003300032000

550016000

41000182005000080000300002250063000450005000036000210003500030000

26002500030000400002500015400159002000029500190003000025000

0735002100018720167005200018560290003300013000

300040000

800030000470001000032000

8000110000

19000450008992524000120001200029000

94000

22000

120002600017000500001700050000

51201100045000156001012540000512194500048000500003700039400

816057000

014000

00

28756120000

285000

170004000045000

055800600002392012000400002800024000357502400027000

13955520028000

1320003200045000350003900018000400001560018000

100004800040000

9412402204

0183962310511000180004000038000899251424029000250002500060000270002600050000150006240016640700003000010400104002080042000420001500024000

098600550002800055000460003300040000230004000075000300003200045000250007000081925

85000

3100016625

11000700004500044000

0190003856013000190005461720000

01700012000335003400015000

306731300005035021000530005200019000

05100023000299911268011800450001300030000

95007000

48000306731

2184026000

130000130007700567100690003120045000200001800012000750006200055000

13200020000

580005700030000

050000250002500047000150003300025000190004000051000600002500013000

300097000420003300055000790002800023000

15000026000280001500050000200003090052000

1599257848070261270001800055145610004300036500278002900022690650002800024500100001280038000340004000066000

3000050000500007800052000

00

5400032000

5100720005200036000600006500050000

85000

720005600017000

043000

05400094000

1000100000

755835000070000364403400049241250002500080000

029380280005200084000250005000042000360001700043000520002700014000

1002315800049000

33000150003800020000478005000024000650003700022000287002500010000210005200023000

017500200003500048000

80001300020000240002900024000630001900027000950002700020000234004300037000940006240015000190001424827000

800023000

30000

24000700002100024000

8000520002200030000

5400024000480003600057000460006562525000

06000025000500002200050000

13000016900

1300001900050000280001500065000

02900

30000300007200040000140003560032000

30673116080

520018000

10000041000600001250015000130001200035000500002900031200250006600036000

1000003500060000

00

2300062000270004000017500300002500065000480002300036000240001000011000

91931200032600480002000062000300003250048000370002500065000600005000013600

400031072330001456034896550002000026000230003400028600550003600036000770002600031000

00

350002700022000160002000031200

122406500015600150002804957500

30673175000690008200060500

10267811232500006500018000

3600400004000020000200003000020000170003500011440410003500060000400002880017000

060000350005800035000250005000033000300001700046000

7000100000

560004400065000

03000018000330007300060000

160000

2900083000500002800035000

1399250

12000025627

16008500067000420007000050000450004000065000570003939828800286003900036500525003221417200

2655150000

5000012000170003000030000300004300080000

00

500001000048000

030000

0103925

02500028800400005100042000

601983200055000110003700030000430008000029120850005000018000630002000044880230004500031000330001600078000

90007000700070002500

176803400092000176005540022000320003000037500980003200030000

35004400040000223602780042000250001600030000

7589300003000040000150005000027000

02000015600

08800062400

1040004160030000220002500017400

034200

016000

30002750

32000140003700020000

70004663635442425006500020400

96002400019000420003500043000400003600019980

975413000133189000014000150003000015960

02900018000300001500014000150009200020000

60000306731

8500040000

39051060007000

80000320002990030000250002700029000245005680062000

400020000645003000019760135208582820000300006240012500200003000010000385002400011000949253500045000400002800040000400002000072000

360015600300001800022000370002700016000380005000014560

50000

390000

38000187207500016092

020000

7670345001400020000170004100022000

80003500050000

1220002862

057000

8000130001248041510300004200050000100005200050000250001350026000

20003600

306731390003200033000

160035000

02300075000

1040006000011000840004500041000

36000280002300030000

7700275003300024000400006000027000197602631910400

50003650068000600004400040000

30673150000

10000035000

036000240002200035400290002200044000

100000230001500027000

02100054000660004000020000300002100023000260002730064000250001180470000850005200040000

13780300004900025000320003700041000370003800034000465003400027000407733593210000

4000560005167830000

120000187202700037889

1500002400027000400001260054044182006800050000600002400065000

70018000720005500035000

73005500060000570004234417000370003700042099

7000550001550038000

65583779252500040000655004000049000230002300023000

1350006200053000430003500040000130004300052587

95208160

6500017600310005000020800

11000040000

12900043000460004160020000620001000043000

78002073339000755403500058000840002400028000

3067310

222002080035000

80002400099925

129500

5000018000350003500015000170001600018000100005000020800280001500013007

490062000150006400068000

0300005000045000

306731120000

8500015000

05000011000

600675000

70005000070000400004900029000270006050018000

32773151000

065625247002700046000400004000029500230004000050000

490003100042000150001270041600125002600015000110005800075000

35002708527000

42004500040000

0140000

100005000

75000520004400030000

360041000364001500022000

3500400002600010000

9000110001000029000624004000050000250003500065000500001154415000240004200066000140004000011000

27000150004100013000

306731135000

250005500035600650003000030000

0300004100031200240005000065000265001000025000250001600017000

0190003000042000

0260002000017600

96000000

220003700075000

11500050000425001800075000570008000057000

035000400001200019000

250002000017000

95006000

3200028000

60006000

0306731135000

300007500072000

1000000

24000483205145860000

09600

200002400030000

040000

9600470003000015000

103000310002400027000110002800015000

025000

040000

1000001700035000500002200036400

1000000

750003500013000

110005200

11167180007200012500200005500025000

300011000440002600036000380003700021000139451116750000

800050000150004500023000320002400030000300004200050000289981600030000150001100050000270001900030000

55001560015000360001100020000

15000020000304002000035000630003150048900

35002677635000

8569500

45000905787750020000110001536018000150003000045000

03200053000250002600075000250003936785000

117000745465100060000

658055000500003200020600230002500025300350002200040000460003500050000

024000

6000530007000090000350006000039000510003000035000

6000031000560004600040000600006000011000200002000099925

10000010008000

1300038000

3800100006000030000300003000030000530001976024960307481100075000470006220069000156006000051000

480430002800021000370005000013000350007500041800450002500092000320004000062000479054500016000

700002800

1420021700

070000

120000551737800021000310006500023999

7800187201664035000130004800053200270008000028000870001700045000350001600012800

07435

47500180003254538000

14000012000424864851434060620004300030000250003289564000580002500010000530005000023000

11000020000

22000150009040625000200001300048000170001200055000

8700178889208328998

11000048000130003500065000110002500025000

6000480003800010400

492657440003300033500480002500013000330005000045000680003300052500160002100067000500002400010000

900024000

306731700002000036000362002800033600

270000

6510360003200028000320004600019000300004400032000

60008000040000

10000000

5100130002390055500

80003700018000

206050000750002720040000

95202496018720450005300041000225003120012480150006300020000290002000013520

00

58000300001700040000443076060055000

4000030000270002000028000

41218000290003450024884

53008700

120837400031500280003000025000

64002400024000

03300012000100002100051000910008000060000270004500016560

600037000910002300035000

5300110001500060000200006500031200

0306731

44000350002000014000

137000306731

0

0160005500020000500002500021800400009000052000600006500028000250003200012000850005800027000400009000055000280005160024400

30673120000150001500035000

0570006200055000450005500095000500002700110000

1250001500

35000750002800015600220002800050000

12000038000350002500049000

06300014000

3067318320

2200042000

0100000

1200018000

45000

4000018000

02790080000220002900045000200007523740000300004900070000

02340023400380003868428000470002880045000470002100018000220007400025000850001700015600360003200080000560007600026000130002380010000

230045000

042000250003000014000250001308040000

00

13000413741300014000160001900018000587002680018000511303400020600

960037000240005500018000

300031000880001676525000300003000040000200004200022000300003000045000

9000110003300033000135004480034000550001000023000

120001800089000520002400036000

749165000590005992512000455624750032000

00

2600052322

00

160002500020000

7000345003700032305480001100032500280001500025500232844900018000

800032000320003880024400300008200012500507002600021000

1950570001230033235340002300035000

1374750000

647041602248891800017000

70005000033075437002500017000360001500014000

404826400

0141602500035017240001757150000

960026000250003500034000

60003100075000

75001450022000125003000018300336003400089925

025000

900038000550001600048000

02200075000

11000052000

760003500021000

66001960038000120003800025000580003200015700

366656800

150000

220002100047490235004000030800337802300042000

87002100024000

02343

2900017000

40001040023000110002300017500

135000480002900050000

95003000030000

800070000

0513382100018500120004800028500

200003000

130000

800013000720001200023000577821100059280

101740106280

485006500

490006630030000220003500021400196985400025000

9000115000

2359613082

07500027000

109925610001300019294310091100048000

1086009000075000580001588224300280003848053000130003700089925460004000085000

0108000

910004000

1900059925

306731480003730015000

01872025000204003700023000220003000041000

0350003000050000429002250067000368004800032000

34001000016748600003228638587200002000032000490003900052000

800032000220002200019733400001000059925

040000

09900040000

600001800049000

02900045900700004000045000289981300070000150003600015000

306731103500

5000045000320002000040000350002300048000

8000250002900055000116006200020000

88405029

24000480003500052000410004550050000410003900011000690006500064000

018000

058000450005328741200

599251600060000

80000

30000220004524028901100001700042000200004000030000280002100045000

60002100052000239002900043600230002450046000

04200031000350002000056000240002875045000850002080034000350004200027500

4022044900

00

300008000

600002800032000400001860024800

410002100015000250007500025000549002500020000

31473120000240002900020000250003900013000390002200050000

135000104000

125008000

130004100060000

110060000300003300030000500002704027600

3162157261905625000200002800017000495371162049400416004000053000500001920023000180003200016000

730000

600001534010000370001100019500

900030000310005700010000

6000550002600020000600005800035000590001400022000420001500078000

75000

350002600036000144002000042000

0500008000040000325473221380000

0624002900031000226203500059000

040000

1200299633935014000

1710040000

1500002600032000180002800015000186301800027000

0210006500025000240003000036000350002300036000180001700040000193054500040000410003800015360

037000150002300033000523009992540000332796500032900400003000011128230002000044000432085300040000

6344264715600010400

250007500049900350002400038072235003599936000

80003000018000

100000180001800019000230004600023000500003000074800550005000024000

5500306731

5015077790450001600013000500001200025000125001400065000330001000014000280001000070000

135140006208919000300002269040000240004000014000

2210045000

1000705003200012000280006500030000

400055000276001045216000510002016227000530006450042000210003652588000600003000048000

100000580002501076000

82806000070000200003000012000

700045000500003500012000180004200025000210004000045000

0200006000050000500004200055000

060000300003300060000

0580007253960000155252885325000682403312538000340001500060000450001900065000640003000040000240007000029500250004200040000

90002200016160380418600014700300001850026500300004576015000

7500730003000043200192001300018000

800028000400004400023000

340005720

175001040032000300001300030000

40004000092000510006200028000500006500014400450002700015000180007500020000550001760360000450001600035000350007500019500

96504500019200180004400024000530001000049000

1171368000018000620001620020000750007581423000320004500026000

100406

350005000056842263195000025000270005700012000

30002300036000

30673156000180002700062000730002700072000160004800048000270003000039000290007500011200

0650454763540000

33763500068002650009800011000410003000075000240003100028000540003000016000360004680027995260005000038000

190004400045000470001300050000

0260005245041064

15000058000300001000010000

400016640

64001000010000100005000021200215267000088000

1000001900028500400002250018746104004700018000790004200024000600005100058000210004485060000

1000004200046000

00

226202300012900

50062000

20000300004150016800

02643929000

13500017000

0180009700048000278004200012000676005800035775

111000450003500037171

020000

9100100000

2533032000

110000140000

1500015000700003650050000197083640025000250006100068000350004000055000

10000024500

01500012000

130000297001600092000

40000331731306731

430007500050000

306731230002600029484

72004000014000810003500020000700003100023000330001800018000

3067311540017000140004000019000253761700017000350002000062400182002500020000240002000052000180008600020000220002300018200300005200027000

0260003000013000

1120

57500350003540020000

30673119000500001248016040208003700070000250001640075000380003300035000190002500057000350003800035000

10200065000330009400020000

0394004000021000650006000024000103343800026000598005000040000630003200030000700007650024000470004200013000287003000012000

3120076300

30673132000610002000020000400002210010000

12395800051000350001000055000230003000048000550003500018000560003300013300

14000060000

3485165000

144005100097000183203450043000425005500087000249501000057000420002000042000670003400034000

033000520007000058000

11500012000

814003100023000

1000002800037655

306731750004100066000320008000050000230001200065000120001830016000110007000020000130004200025000180002500019136168304400023000650002000040000

900075500

7700500003200044900140009700698453

30673169000340003700029000638263300017500160002200015000

4440080000880004500035000670005200030000

25003500010000

04500064944400001125011000

80002300050000870001140019350749252400018000700002100035000140006440077925200003000024000

11000011000348926760030264850002400020000600002921350000500006500019240

2000350002000020000

0

13000450001300055000300003300036000690002800047717

6000400001040040000400003558375000

30673152000

90002080027000190003000012000

60006000

33000180005200033000

4124000

00

4000067000700003360042000120001700075000

0600005000080000700005400041000

8000650004000040000

850000

122434529830000

34851630000

366656200001500028000250002400040000420003700032000307244000070000

03200032000

10500017000

0360004700015600330005400048000250002700070000

100000330001600048000600003744026000400005000035000400001200088500330002900010000180003300021000

44000350005000050000720002400022999

306731220001800076000230001504848000

900063000

15000080000680004000040000700006000045000690007600044900

0500004540031000250005300061000160003000030000

800062000340001283522000

1200003100019963320003400020000488181800029120410003000030000

40000207224000030000

026000600002200018000

10000023933

150000280006400046636188008000038000

300017500

63004900023000240001700025000280002400020000

85005500095000450004800035000550002100020547

90792880012500260002496022000110002300030000

0400

3120062000450005920024960

1352021253904061900031000

07000

1200002500025000220003000025000250006400076000180004200026000300005850016000120002500030000

03000

170002882520000

11500055000280003000062000

038000

900090000

110000135000

140001200070000

350055000650004500052000

041000340002400088000

23000400002000069000750002330025000600008800023000165981800023000

090000

06800015916848493100034000

30673125000360004500030000

50001400015000300002000088000270403200057200361846500025000326006000024000290004680031000

3000100000

227130

2100028674118872600013988

2500

500004990

30000324795200033200

0110003360615000

01500040000448505200039000

028000

040997315352400065000210005000045000350005000021000340002500018200

00

500008000

250001900029000280003540032240

600093595000

5800018000363123157925000

224240000

042500

200003200017000

109925140004500023001

5600500002010034500

8100250001550041344

979715641580001700011000

7500320001800056550

3200120003640012500

31680

300001700036400364003500012000

90003000022000370003400040000540002200012000260004100058000520004648044460150002700029000

180000

36602500017800350004800040000

04800030000842253300029000

70004400040000227509000240000620001384070000

04800034000310004160030000480005000047905

0100002500035828

0432751800020800130002950030000200002600012200620001774019056

665938000750003400034000

1850020000

300035000500005000015800170002900026000

110000411112100042000500003000045000590003800050000

01000018200104002000031169180002700012000

1030002400040000240002200063500290002330022000470007200015000

15002600

1500024000350001400036000550002800018000200001000043000

25000110000

230002300013000

800052000435004900035000

03500024400420005500028000500009000065000

113925132000

3000048000380003162025376260001400035000532303300044000182004100030000

60003120045000

5498218405680060000250003500050000

3067313120035000110002800017680244003700032000

290002500032000

028500320003200020000200002500036000500002100056000370004600048000170002600040000

2000420002200052000260005200066000

52002000020000129602250020000

2940190004500022000200003500056000180003100414000

0600002000050913250002800035000400003050045000

110000

24000100000

45000230002300090000550004300042000

04600050000350002500050000

05100018000300003500023000109985600043000169009000030000320006100040000430007500023000350005200049800670003500012000

3666568000

4500010000

30001000042000

11000033000334645900047668420004600060000

34000176015600031446370003600022900

150000880002677540000

3067313000042000

600014000

31573113000234004056072160570002500025400

3067314500075000

047000320002600015000230003500037000270003200070000430004000030000508317000041912430002850022000

200042000220002400015000

968035000

60000310003100015000424004000075000450002300026000270006000022000190002500014000172645800020000210002699213242300002600045000140004000025000

0500002600029800200003500053000360003010455000430001700021320260004891626130380002700027000530004000075000

8000724741187012050

500000

5300048000

10000086000630002850028500183654500024500

1000001686012000200004000020000338001800041100480003497133000250003000011000

06665

00

273723300036000190193400025650360002100028774100641150026000100003400028600

98741747216640

107828250002400028000

60000245003140017000450005000020470130002982946000250002500052000260002000027000

870018000120003673876830106003000028000310001800040631408002900012650

1000001888824138360002700030000

400500

42200320002500016900

900028000210002000012000

060000

0127008200030000

0

4000020000214005992531000123502700016800

90002366036525205004640060000220003760013500240004700022000503501900010000

02500030000150003320025000

04800042000250002800012400

306731337004130059000295002241437000210001200035000383002500037500237671400011440215263000045000

230002060019680330001900056402168882100027085

1000004100011240

030009300

2700020000

0160004500028800240002200031376163803700042579

90450

4300000

517052420045000

36005580020000

5000500

990030000

09600

3200015000

8000300001500033200164002100022500

0

0150000150000

1561127040

019000

260015000

01500012000110005250019500273001900027000

9800250002600012120

932025000

5000205002508230000

11992500

110000

80000720

19000450001200025000

15000050000200002700035000

0400003300018000620001500039400

36001700029000

Summary StatsYearly Earnings Education

Mean $ 37,796 Mean 13.489868Standard Error $ 499 Standard Error 0.0290763Median $ 30,000 Median 13Mode $ - Mode 12Standard Deviation $ 39,802 Standard Deviation 2.3199194Sample Variance 1584233749 Sample Variance 5.3820262Kurtosis $ 32 Kurtosis -0.268307Skewness $ 5 Skewness 0.418888Range $ 492,657 Range 10Minimum $ - Minimum 8Maximum $ 492,657 Maximum 18Sum $ 240,610,030 Sum 85876.5Count 6366 Count 6366

TablesState Data Total Count of EducationIllinois Average of Yearly Earnings $ 37,328 Education

Count of Yearly Earnings 2,064 8Indiana Average of Yearly Earnings $ 33,124 9

Count of Yearly Earnings 598 10Michigan Average of Yearly Earnings $ 39,317 11

Count of Yearly Earnings 1,489 11.5Wisconsin Average of Yearly Earnings $ 34,497 12

Count of Yearly Earnings 630 13Ohio Average of Yearly Earnings $ 40,051 14

Count of Yearly Earnings 1,585 16Total Average of Yearly Earnings $ 37,796 18Total Count of Yearly Earnings 6,366 Grand Total

Distribution of Yearly Earnings by EducationSex Male

Average of Yearly EaEducation Data Total Education

8 Average of Usual Weekly Earn $ 452 8Count of Usual Weekly Earnin 106 9


10 Average of Usual Weekly Earn $ 397 11.5Count of Usual Weekly Earnin 81 12


11.5 Average of Usual Weekly Earn $ 458 16Count of Usual Weekly Earnin 44 18

12 Average of Usual Weekly Earn $ 687 Grand TotalCount of Usual Weekly Earnin 1328 Average Yearly Earnings for Education by Yearly Earnings

13 Average of Usual Weekly Earn $ 787 Count of Usual Weekly Earnin 852

14 Average of Usual Weekly Earn $ 765 Count of Usual Weekly Earnin 110

16 Average of Usual Weekly Earn $ 1,103 Count of Usual Weekly Earnin 719

18 Average of Usual Weekly Earn $ 1,388 Count of Usual Weekly Earnin 398

Total Average of Usual Weekly Earnings $ 850 Total Count of Usual Weekly Earnings 3766These counts are misleading, because there are many missing values.

Yearly Earnings 0-19999 20000-39999 40000-59999 60000-79999 80000-100000

101 34 10 234 9 5 170 46 7 2 184 58 12 227 23 6 1

769 994 358 92 20415 603 326 103 34

45 94 61 16 2163 420 310 171 88

54 113 188 117 691762 2394 1283 507 214

Distribution of Yearly Earnings by Education

Yearly Earnings 0-19999 20000-39999 40000-59999 60000-79999 80000-100000 $ 10,605 $ 27,252 $ 47,860 $ 60,000 $ 10,966 $ 26,222 $ 45,326 $ 60,000 $ 10,508 $ 27,968 $ 44,500 $ 70,503 $ 94,000 $ 9,795 $ 27,427 $ 47,674 $ 65,300 $ 6,980 $ 28,279 $ 48,269 $ 60,000 $ 10,629 $ 27,857 $ 46,957 $ 65,797 $ 89,654 $ 10,857 $ 28,375 $ 46,917 $ 66,117 $ 88,765 $ 10,012 $ 28,760 $ 46,568 $ 65,937 $ 92,000 $ 7,803 $ 29,496 $ 48,072 $ 66,878 $ 89,280 $ 6,974 $ 31,011 $ 49,097 $ 68,316 $ 89,997 $ 10,198 $ 28,441 $ 47,512 $ 66,783 $ 89,512

Average Yearly Earnings for Education by Yearly Earnings

>100000 Grand Total 147

1 50126156

5714 224722 1503

3 22168 122098 639

206 6366

>100000 Grand Total Correlation between average yearly earnings and education $ 17,662 0.92

$ 306,731 $ 24,044 $ 20,386 $ 19,976 $ 20,851

$ 160,494 $ 27,934 $ 190,624 $ 33,888 $ 217,745 $ 35,687 $ 173,702 $ 48,907 $ 218,059 $ 76,187 $ 197,001 $ 37,796

Correlation between average yearly earnings and education

GroupingAn Example of a Grouped Variable:Average of Yearly Earnings SexYearly Earnings Female Male Grand Total 0-19999 10981.7817 9256.00875 10198.22985 20000-39999 27689.86194 29079.71075 28440.51963 40000-59999 47087.74064 47685.92079 47511.54871 60000-79999 66719.20561 66800.4475 66783.30178 80000-99999 86163.84615 87350.77181 87174.42857 100000-119999 105698.9286 104717.5974 104868.5714 120000-139999 128733.3333 127537.7907 127684.1837 140000-159999 146250 148493.6667 148173.1429 160000-179999 160000 160000 200000-219999 209925 209925 300000-319999 307264.8983 307264.8983 320000-339999 329064.3333 329064.3333 340000-359999 348516 348516 360000-379999 366656 366656 380000-399999 390510 390510 400000-419999 402204 402204 420000-439999 422204 422204 480000-499999 492657 492657 Grand Total 28187.71654 44429.6248 37796.10902

How to Group variables:(1) Right-clicking on the Yearly Earnings tab leads to this:

(2) Select Group. You then have various options. Here are two possiblegrouping schemes.(A) Grouping by 20,000 all the way to the top:

(B) Grouping up to some upper limit:

of 371 Codebook

document.xls

CodebookInformation from the Custom Codebook provided by Ferret.

1/25/2000

A_GRSWKCurrent job, Earnings, usual weekly amountHow much does ... usually earn per week at this job before deductions forhourly workers, subject to topcoding, the higher of either the amount of item25a times Item 25c or the actual item 25d entry will be present.Universe = PRERELG=1

0 Not in univ. or children or Armed Forces1:1923 Range

------------------------------------------------------------------------PMWKSTAT (Mar 199403 - )Current job, Full/part-time work status - PersonFull/part-time work status

1 Not in labor force2 FT hours (35+), usually FT3 PT for economic reasons, usually FT4 PT for non-economic reasons, usually FT5 Not at work-FT usually6 PT/usl PT-economic reasons7 PT/usl PT-non-economic8 FT/usl PT-economic reasons9 FT/usl PT-non-economic10 Not at work-PT usually11 Unemployed FT12 Unemployed PT

------------------------------------------------------------------------PMHRUSLT (Mar 199403 - )Current job, Hours usually worked - Person0 Min value or NIU1:198 Range

------------------------------------------------------------------------A_USLHRS (Mar 199803 - )Current job, Hours, usually worked at main jobIn what year did you last work at a paid job or business? Universe = All adults(18 to 75) without a job(EPDJBTHN=2) duringthe reference period.EPDJBTHN and EWKSWK01 are corevariables.

-4 Varies-1 Not in universe, or children & Armed Forces0 No hours1:99 Hours

of 371 Codebook

document.xls

------------------------------------------------------------------------A_AGEDemographics, AgeItem 18d - AgeUniverse = All

0:90 Range

------------------------------------------------------------------------A_HGADemographics, Educational attainmentItem 18h - Educational attainmentUniverse = All

0 Children31 Less than 1st grade32 1st,2nd,3rd,or 4th grade33 5th or 6th grade34 7th and 8th grade35 9th grade36 10th grade37 11th grade38 12th grade no diploma39 High school graduate-high school diploma40 Some college but no degree41 Assc degree-occupation/vocation42 Assc degree-academic program43 Bachelor's degree (BA,AB,BS)44 Master's degree (MA,MS,MENG,MED,MSW,MBA)45 Professional school degree (MD,DDS,DVM,L46 Doctorate degree (PHD,EDD)

------------------------------------------------------------------------A_RACE (Mar 199603 - )Demographics, RaceItem 18j - RaceUniverse = All

1 White2 Black3 Amer Indian, Aleut Eskimo4 Asian or Pacific islander

------------------------------------------------------------------------A_SEXDemographics, SexItem 18g - SexUniverse = All

of 371 Codebook

document.xls

1 Male2 Female

------------------------------------------------------------------------GMSTCEN (Mar 199503 - )Geography - 1960 Census State Code1960 Census State Code(First digit=Geog. Division Code)Universe = All householdsNew England Division (Division 1)

Value set description.

------------------------------------------------------------------------H_MISMonth in sample - HouseholdMonth in sampleUniverse = All households

1:8 Range

------------------------------------------------------------------------PTOTVALPerson total incomeRecode - Total persons income (PEARNVAL and POTHVAL)

-389961:599994 Range

------------------------------------------------------------------------WSAL_VALTotal wage and salary earnings amount - PersonRecode - Total wage and salary earnings (combined amounts in ERN-VAL, ifERN-SRCE=1, and WS-VAL)Universe = ERN-YN = 1 or WAGEOTR = 1

0 None or not in universe1:199998 Range

------------------------------------------------------------------------MARSUPWTWeight, March supplement - PersonMarch supplement final weight (2 implied decimal places)

Q&A for EastNorthCentralFTWorkers.xls1. Create a new PivotTable showing Average Usual Hours Worked by Sex (with Sex as the Row variable).You should get a table that looks like this:

We' ve added the simple average of the average of Usual Hours Worked for Females and for Males in the table. Why isn't the simple average equal to the number reported in the Grand Total row?Include a screen-shot of the PivotTable and any calculations you make with your answer.

2. Create a PivotTable which shows Average Yearly Earnings with Education in the Rows and Sex in the Columns.What does the table tell you about the relationship between gender, education, and Average Yearly Earnings?Include a screen-shot of the PivotTable with your answer.

3. This question will teach you more about how PivotTables work with real data sets.Construct a PivotTable with Sex in the Rows and the following elements in the body of the table, all pertaining toUsual Weekly Earnings: Count, Count Num, Average, and Sum.The Average is the Sum divided by the Count, but in this case there seem to be two Counts. What's going on?Hint: Take a look at the original data set.

4. PivotTables can be used to create age pyramids, which display the distribution of a given population by their age (and, typically gender). An exampleof a very early age pyramid based on the work of Edmund Halley (best known for the comet named after him) is contained inhttp://www.pierre-marteau.com/c/boehne/halley/halley-mortality-3.htmlSee below for the full citation to Halley's original article.Construct an age pyramid for full time workers in the EastNorthCentral.xls data set.

Hint: To create a bar chart, select the two columns you want, go to the Chart Wizard, choose the horizontal bar chart option, and at Step 2 click on the Series tab.

Average of Usual Hours WorkedSex TotalFemale 40.63Male 43.26Grand Total 42.19Simple Average = (40.63 + 43.26)/2Average of Female and Male 41.95

Then select the values for the numbers of people in each age category and put them in the "Values" slot; put the ages into the "Category (X) axis labels" slot.

Finally remove the other Series.

*Full citation for Halley's original article: Edmond Halley, “An Estimate of the Degrees of the Mortality of Mankind, drawn from curious Tables of the Births and Funerals at the City of Breslaw; with an Attempt to ascertain the Price of Annuities upon Lives,”, from: Philosophical Transactions, 196 (London, 1693), p.596-610.

5. Crosstabs are often compared over time to view change in important economic variables. One interesting example is that of American women’s participation in the work force just before and during World War II. Below is an excerpt from historical labor statistics provided by the Census Bureau.

No. HS--30 Marital Status of Women in the Civilian Labor Force: 1900 to 2002

[Persons 16 years old and over, except as indicated. (4,997 represents 4,997,000).For civilian noninstitutional population. CPS means the Current Population Survey.]

Female labor force Female labor force participation rate \3 (1,000) (%)

YEARTotal Single Married \1 Other \2 Total Single Married \1 Other \2

1940 (March) 13,840 6,710 5,040 2,090 27.4 48.1 16.7 32.01944 (April) 18,449 7,542 8,433 2,474 35.0 58.6 25.6 35.7

The labor force participation rate is defined as the " Percent of civilian noninstitutional population of each specified group in the civilian labor force."How many married women were there in 1944? How would you summarize the impact of World War II on female workers?

Source: An Excel file on Marital Status of Women in the Civilian Labor Force at http://www.census.gov/statab/www/minihs.html.

4. PivotTables can be used to create age pyramids, which display the distribution of a given population by their age (and, typically gender). An example

To create a bar chart, select the two columns you want, go to the Chart Wizard, choose the horizontal bar chart option, and at Step 2 click on the Series tab.

Then select the values for the numbers of people in each age category and put them in the "Values" slot; put the ages into the "Category (X) axis labels" slot.

east north central ft workers

Documents