Pennsylvania
ALL votes from Lehigh County.
Precincts added in order of number of votes.
Voters: 155014 Precincts: 158 Average votes per precinct: 981 Votes in median precinct: 863Registered Republicans: 40.7% Registered Democrats: 58.5%
Voting Machine: Premier/Diebold AccuVote TSX DRE-Touchscreen
Data from: GitHub OpenElections Project
deltaM = 21.2%deltaMxV = 32,801
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Options:
Note: X/Y graph display only works for all votes, sorted by precinct size (number of votes)
These graphs show each candidate's CUMULATIVE percent of the vote for all points to the left of and including each precinct. As you move to the right, the results from more and more precincts are included. If you choose "ALL" votes, the points at the far right of the graph represent the outcome of the election.
In order to get a sense of what might be expected if there is no strong correlation between precinct size and political leaning, select "Count votes: In random order". Each time you redraw the graph you will see cumulative totals for randomly sorted precincts.
Benford's Law Analysis
This analysis compares the expected statistical distribution of the left-most digit of the vote count of each precinct to what would be expected for randomly distributed vote counts. It is a method used by forensic accountants to detect possible fraud. There is controversy about whether this law can be applied to elections, but we thought we would have a look at it anyway. Read more here.
NOTE: We show this analysis when there are 50 or more precincts in the set. Some argue that this analysis is best used with sets containing approximately 500 data points or more. Additionally, it is likely to fail if there are a great many precincts of approximately the same size.
NOTE: We show this analysis when there are 50 or more precincts in the set. Some argue that this analysis is best used with sets containing approximately 500 data points or more. Additionally, it is likely to fail if there are a great many precincts of approximately the same size.
Expected Benford's Law Distribution
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 |
Leftmost Digit of Vote Count - Frequency of Occurrence
Benford's Law Distribution for CLINTON
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 |
Leftmost Digit of Vote Count - Frequency of Occurance
Benford's Law Distribution for TRUMP
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 |
Leftmost Digit of Vote Count - Frequency of Occurance
Show Data
| Leftmost Digit | Expected Distribution | CLINTON | TRUMP |
| 1 | 30.1% | 8.2% | 18.4% |
| 2 | 17.6% | 5.7% | 21.5% |
| 3 | 12.5% | 20.3% | 12.7% |
| 4 | 9.7% | 26.6% | 12% |
| 5 | 7.9% | 17.1% | 7% |
| 6 | 6.7% | 8.9% | 8.2% |
| 7 | 5.8% | 9.5% | 7% |
| 8 | 5.1% | 3.8% | 12% |
| 9 | 4.6% | 0% | 1.3% |
Detailed Data
Download graph dataCLINTON (D): Percent of votes: 52.46%, Total votes: 81324 out of 155014
Data
| Precinct | Total Votes |
Votes | Percent | Cumulative | Cumulative Total | Cumulative Pct | ALLENTOWN City - W-6 | 340 | 284 | 84% | 284 | 340 | 84% | ALLENTOWN City - W-8 | 349 | 307 | 88% | 591 | 689 | 86% | SLATINGTON Boro - D-2 | 363 | 139 | 38% | 730 | 1052 | 69% | ALLENTOWN City - W-8-4 | 396 | 319 | 81% | 1049 | 1448 | 72% | LYNN Twp - D-LYNNVILLE | 405 | 122 | 30% | 1171 | 1853 | 63% | SLATINGTON Boro - D-1 | 399 | 161 | 40% | 1332 | 2252 | 59% | ALLENTOWN City - W-13-3 | 436 | 315 | 72% | 1647 | 2688 | 61% | ALLENTOWN City - W-4 | 451 | 381 | 84% | 2028 | 3139 | 65% | ALLENTOWN City - W-8-1 | 458 | 387 | 84% | 2415 | 3597 | 67% | ALLENTOWN City - W-11 | 448 | 368 | 82% | 2783 | 4045 | 69% | WHITEHALL Twp - D-5 | 473 | 228 | 48% | 3011 | 4518 | 67% | ALLENTOWN City - W-5 | 481 | 410 | 85% | 3421 | 4999 | 68% | WHITEHALL Twp - D-2 | 496 | 263 | 53% | 3684 | 5495 | 67% | LYNN Twp - D-JACKSONVILLE | 521 | 140 | 27% | 3824 | 6016 | 64% | BETHLEHEM City - W-11 | 510 | 336 | 66% | 4160 | 6526 | 64% | ALLENTOWN City - W-19 | 515 | 327 | 63% | 4487 | 7041 | 64% | WASHINGTON Twp - D-WESTERN | 523 | 137 | 26% | 4624 | 7564 | 61% | ALLENTOWN City - W-13-1 | 516 | 381 | 74% | 5005 | 8080 | 62% | ALLENTOWN City - W-2 | 528 | 451 | 85% | 5456 | 8608 | 63% | ALLENTOWN City - W-19-2 | 523 | 297 | 57% | 5753 | 9131 | 63% | ALLENTOWN City - W-11-1 | 531 | 442 | 83% | 6195 | 9662 | 64% | ALLENTOWN City - W-6-1 | 550 | 388 | 71% | 6583 | 10212 | 64% | ALLENTOWN City - W-8-5 | 558 | 487 | 87% | 7070 | 10770 | 66% | BETHLEHEM City - W-12 | 538 | 389 | 72% | 7459 | 11308 | 66% | FOUNTAIN HILL Boro - D-3 | 535 | 324 | 61% | 7783 | 11843 | 66% | ALLENTOWN City - W-10-1 | 570 | 478 | 84% | 8261 | 12413 | 67% | ALLENTOWN City - W-11-4 | 582 | 364 | 63% | 8625 | 12995 | 66% | ALLENTOWN City - W-3 | 583 | 503 | 86% | 9128 | 13578 | 67% | ALLENTOWN City - W-10-2 | 593 | 526 | 89% | 9654 | 14171 | 68% | EMMAUS Boro - D-5 | 575 | 285 | 50% | 9939 | 14746 | 67% | SALISBURY Twp - W-4-1 | 586 | 261 | 45% | 10200 | 15332 | 67% | ALLENTOWN City - W-9 | 599 | 512 | 85% | 10712 | 15931 | 67% | ALLENTOWN City - W-8-2 | 606 | 525 | 87% | 11237 | 16537 | 68% | WASHINGTON Twp - D-EASTERN | 605 | 163 | 27% | 11400 | 17142 | 67% | SALISBURY Twp - W-3 | 603 | 274 | 45% | 11674 | 17745 | 66% | BETHLEHEM City - W-12-1 | 586 | 384 | 66% | 12058 | 18331 | 66% | ALLENTOWN City - W-13 | 607 | 490 | 81% | 12548 | 18938 | 66% | ALLENTOWN City - W-11-2 | 605 | 464 | 77% | 13012 | 19543 | 67% | BETHLEHEM City - W-13-5 | 611 | 321 | 53% | 13333 | 20154 | 66% | FOUNTAIN HILL Boro - D-2 | 605 | 376 | 62% | 13709 | 20759 | 66% | ALLENTOWN City - W-12-2 | 628 | 357 | 57% | 14066 | 21387 | 66% | ALLENTOWN City - W-11-6 | 618 | 368 | 60% | 14434 | 22005 | 66% | HANOVER Twp | 618 | 323 | 52% | 14757 | 22623 | 65% | ALLENTOWN City - W-17 | 629 | 397 | 63% | 15154 | 23252 | 65% | COPLAY Boro - D-1 | 641 | 310 | 48% | 15464 | 23893 | 65% | ALLENTOWN City - W-18 | 641 | 414 | 65% | 15878 | 24534 | 65% | ALLENTOWN City - W-13-2 | 642 | 469 | 73% | 16347 | 25176 | 65% | SALISBURY Twp - W-5 | 663 | 277 | 42% | 16624 | 25839 | 64% | ALLENTOWN City - W-1 | 676 | 593 | 88% | 17217 | 26515 | 65% | ALLENTOWN City - W-12-3 | 678 | 368 | 54% | 17585 | 27193 | 65% | ALLENTOWN City - W-8-6 | 699 | 429 | 61% | 18014 | 27892 | 65% | SALISBURY Twp - W-3-1 | 678 | 326 | 48% | 18340 | 28570 | 64% | ALLENTOWN City - W-15-3 | 693 | 465 | 67% | 18805 | 29263 | 64% | BETHLEHEM City - W-13-1 | 685 | 402 | 59% | 19207 | 29948 | 64% | ALLENTOWN City - W-10 | 694 | 608 | 88% | 19815 | 30642 | 65% | ALLENTOWN City - W-12-4 | 691 | 502 | 73% | 20317 | 31333 | 65% | SLATINGTON Boro - D-3 | 691 | 248 | 36% | 20565 | 32024 | 64% | ALLENTOWN City - W-12 | 700 | 536 | 77% | 21101 | 32724 | 64% | BETHLEHEM City - W-13-7 | 701 | 404 | 58% | 21505 | 33425 | 64% | BETHLEHEM City - W-10 | 691 | 479 | 69% | 21984 | 34116 | 64% | ALLENTOWN City - W-15 | 712 | 432 | 61% | 22416 | 34828 | 64% | ALLENTOWN City - W-19-3 | 724 | 537 | 74% | 22953 | 35552 | 65% | BETHLEHEM City - W-13-4 | 709 | 426 | 60% | 23379 | 36261 | 64% | ALLENTOWN City - W-17-1 | 708 | 431 | 61% | 23810 | 36969 | 64% | ALLENTOWN City - W-17-2 | 732 | 436 | 60% | 24246 | 37701 | 64% | FOUNTAIN HILL Boro - D-1 | 734 | 527 | 72% | 24773 | 38435 | 64% | ALLENTOWN City - W-16 | 742 | 549 | 74% | 25322 | 39177 | 65% | BETHLEHEM City - W-13-6 | 743 | 459 | 62% | 25781 | 39920 | 65% | SOUTH WHITEHALL Twp - D-7 | 759 | 344 | 45% | 26125 | 40679 | 64% | WHITEHALL Twp - D-3 | 766 | 502 | 66% | 26627 | 41445 | 64% | ALLENTOWN City - W-7 | 817 | 676 | 83% | 27303 | 42262 | 65% | WHITEHALL Twp - D-6 | 789 | 376 | 48% | 27679 | 43051 | 64% | ALLENTOWN City - W-8-3 | 805 | 618 | 77% | 28297 | 43856 | 65% | SOUTH WHITEHALL Twp - D-2 | 804 | 409 | 51% | 28706 | 44660 | 64% | COPLAY Boro - D-2 | 807 | 359 | 44% | 29065 | 45467 | 64% | ALLENTOWN City - W-19-4 | 832 | 449 | 54% | 29514 | 46299 | 64% | CATASAUQUA Boro - D-2 | 817 | 381 | 47% | 29895 | 47116 | 63% | WHITEHALL Twp - D-4 | 831 | 395 | 48% | 30290 | 47947 | 63% | BETHLEHEM City - W-13-2 | 863 | 481 | 56% | 30771 | 48810 | 63% | UPPER MACUNGIE Twp - D-4 | 854 | 468 | 55% | 31239 | 49664 | 63% | ALLENTOWN City - W-12-1 | 866 | 638 | 74% | 31877 | 50530 | 63% | ALLENTOWN City - W-15-1 | 877 | 577 | 66% | 32454 | 51407 | 63% | CATASAUQUA Boro - D-1 | 847 | 478 | 56% | 32932 | 52254 | 63% | EMMAUS Boro - D-2 | 852 | 443 | 52% | 33375 | 53106 | 63% | EMMAUS Boro - D-1 | 859 | 423 | 49% | 33798 | 53965 | 63% | CATASAUQUA Boro - D-3 | 879 | 440 | 50% | 34238 | 54844 | 62% | UPPER SAUCON Twp - D-3 | 878 | 381 | 43% | 34619 | 55722 | 62% | UPPER MACUNGIE Twp - D-8 | 923 | 426 | 46% | 35045 | 56645 | 62% | ALLENTOWN City - W-18-1 | 923 | 537 | 58% | 35582 | 57568 | 62% | NORTH WHITEHALL Twp - D-6 | 926 | 382 | 41% | 35964 | 58494 | 61% | ALLENTOWN City - W-11-5 | 915 | 558 | 61% | 36522 | 59409 | 61% | ALLENTOWN City - W-15-2 | 938 | 584 | 62% | 37106 | 60347 | 61% | ALLENTOWN City - W-19-1 | 949 | 698 | 74% | 37804 | 61296 | 62% | SALISBURY Twp - W-4 | 952 | 403 | 42% | 38207 | 62248 | 61% | BETHLEHEM City - W-13-3 | 962 | 537 | 56% | 38744 | 63210 | 61% | ALLENTOWN City - W-14 | 976 | 704 | 72% | 39448 | 64186 | 61% | NORTH WHITEHALL Twp - D-3 | 978 | 353 | 36% | 39801 | 65164 | 61% | SOUTH WHITEHALL Twp - D-4 | 968 | 431 | 45% | 40232 | 66132 | 61% | SALISBURY Twp - W-5-1 | 986 | 447 | 45% | 40679 | 67118 | 61% | WHITEHALL Twp - D-9 | 970 | 486 | 50% | 41165 | 68088 | 60% | ALLENTOWN City - W-14-1 | 993 | 777 | 78% | 41942 | 69081 | 61% | UPPER SAUCON Twp - D-6 | 1007 | 508 | 50% | 42450 | 70088 | 61% | UPPER MACUNGIE Twp - D-6 | 999 | 507 | 51% | 42957 | 71087 | 60% | EMMAUS Boro - D-4 | 994 | 554 | 56% | 43511 | 72081 | 60% | LOWER MACUNGIE Twp - D-9 | 1004 | 459 | 46% | 43970 | 73085 | 60% | UPPER MACUNGIE Twp - D-7 | 1011 | 491 | 49% | 44461 | 74096 | 60% | BETHLEHEM City - W-13 | 1014 | 657 | 65% | 45118 | 75110 | 60% | EMMAUS Boro - D-6 | 1010 | 510 | 50% | 45628 | 76120 | 60% | UPPER SAUCON Twp - D-5 | 1036 | 455 | 44% | 46083 | 77156 | 60% | WHITEHALL Twp - D-11 | 1072 | 446 | 42% | 46529 | 78228 | 59% | ALLENTOWN City - W-16-1 | 1119 | 755 | 67% | 47284 | 79347 | 60% | ALBURTIS Boro | 1095 | 495 | 45% | 47779 | 80442 | 59% | COOPERSBURG Boro | 1106 | 488 | 44% | 48267 | 81548 | 59% | EMMAUS Boro - D-3 | 1124 | 504 | 45% | 48771 | 82672 | 59% | NORTH WHITEHALL Twp - D-5 | 1158 | 386 | 33% | 49157 | 83830 | 59% | LOWER MACUNGIE Twp - D-5 | 1182 | 508 | 43% | 49665 | 85012 | 58% | WHITEHALL Twp - D-8 | 1202 | 538 | 45% | 50203 | 86214 | 58% | WHITEHALL Twp - D-12 | 1195 | 701 | 59% | 50904 | 87409 | 58% | SALISBURY Twp - W-1 | 1196 | 534 | 45% | 51438 | 88605 | 58% | ALLENTOWN City - W-19-5 | 1210 | 834 | 69% | 52272 | 89815 | 58% | LOWER MACUNGIE Twp - D-8 | 1230 | 544 | 44% | 52816 | 91045 | 58% | UPPER SAUCON Twp - D-2 | 1220 | 518 | 42% | 53334 | 92265 | 58% | LOWHILL Twp | 1249 | 416 | 33% | 53750 | 93514 | 57% | ALLENTOWN City - W-11-3 | 1285 | 1036 | 81% | 54786 | 94799 | 58% | LYNN Twp - D-NEW TRIPOLI | 1273 | 420 | 33% | 55206 | 96072 | 57% | WHITEHALL Twp - D-1 | 1288 | 783 | 61% | 55989 | 97360 | 58% | NORTH WHITEHALL Twp - D-4 | 1293 | 462 | 36% | 56451 | 98653 | 57% | SALISBURY Twp - W-2 | 1309 | 613 | 47% | 57064 | 99962 | 57% | WHITEHALL Twp - D-10 | 1356 | 565 | 42% | 57629 | 101318 | 57% | SOUTH WHITEHALL Twp - D-6 | 1388 | 794 | 57% | 58423 | 102706 | 57% | LOWER MACUNGIE Twp - D-7 | 1378 | 679 | 49% | 59102 | 104084 | 57% | UPPER MACUNGIE Twp - D-3 | 1409 | 653 | 46% | 59755 | 105493 | 57% | SOUTH WHITEHALL Twp - D-3 | 1434 | 728 | 51% | 60483 | 106927 | 57% | UPPER SAUCON Twp - D-1 | 1473 | 636 | 43% | 61119 | 108400 | 56% | WHITEHALL Twp - D-7 | 1522 | 669 | 44% | 61788 | 109922 | 56% | LOWER MACUNGIE Twp - D-3 | 1509 | 668 | 44% | 62456 | 111431 | 56% | SOUTH WHITEHALL Twp - D-5 | 1535 | 871 | 57% | 63327 | 112966 | 56% | SOUTH WHITEHALL Twp - D-1 | 1558 | 745 | 48% | 64072 | 114524 | 56% | LOWER MACUNGIE Twp - D-4 | 1550 | 741 | 48% | 64813 | 116074 | 56% | MACUNGIE Boro | 1558 | 748 | 48% | 65561 | 117632 | 56% | LOWER MACUNGIE Twp - D-10 | 1592 | 716 | 45% | 66277 | 119224 | 56% | UPPER MACUNGIE Twp - D-1 | 1659 | 797 | 48% | 67074 | 120883 | 55% | HEIDELBERG Twp | 1659 | 492 | 30% | 67566 | 122542 | 55% | NORTH WHITEHALL Twp - D-2 | 1835 | 661 | 36% | 68227 | 124377 | 55% | LOWER MACUNGIE Twp - D-1 | 1841 | 844 | 46% | 69071 | 126218 | 55% | ALLENTOWN City - W-17-3 | 1859 | 1045 | 56% | 70116 | 128077 | 55% | SOUTH WHITEHALL Twp - D-8 | 1877 | 876 | 47% | 70992 | 129954 | 55% | NORTH WHITEHALL Twp - D-1 | 1937 | 725 | 37% | 71717 | 131891 | 54% | WASHINGTON Twp - D-SOUTHERN | 1988 | 635 | 32% | 72352 | 133879 | 54% | UPPER MILFORD Twp - D-WESTERN | 2004 | 748 | 37% | 73100 | 135883 | 54% | LOWER MACUNGIE Twp - D-6 | 2104 | 1062 | 50% | 74162 | 137987 | 54% | LOWER MILFORD Twp | 2130 | 764 | 36% | 74926 | 140117 | 53% | UPPER MILFORD Twp - D-EASTERN | 2147 | 891 | 41% | 75817 | 142264 | 53% | UPPER MACUNGIE Twp - D-2 | 2189 | 1015 | 46% | 76832 | 144453 | 53% | UPPER MACUNGIE Twp - D-5 | 2227 | 1078 | 48% | 77910 | 146680 | 53% | UPPER SAUCON Twp - D-4 | 2477 | 1090 | 44% | 79000 | 149157 | 53% | WEISENBERG Twp | 2708 | 823 | 30% | 79823 | 151865 | 53% | LOWER MACUNGIE Twp - D-2 | 3149 | 1501 | 48% | 81324 | 155014 | 52% |
|---|
TRUMP (R): Percent of votes: 47.54%, Total votes: 73690 out of 155014
Data
| Precinct | Total Votes |
Votes | Percent | Cumulative | Cumulative Total | Cumulative Pct | ALLENTOWN City - W-6 | 340 | 56 | 16% | 56 | 340 | 16% | ALLENTOWN City - W-8 | 349 | 42 | 12% | 98 | 689 | 14% | SLATINGTON Boro - D-2 | 363 | 224 | 62% | 322 | 1052 | 31% | ALLENTOWN City - W-8-4 | 396 | 77 | 19% | 399 | 1448 | 28% | LYNN Twp - D-LYNNVILLE | 405 | 283 | 70% | 682 | 1853 | 37% | SLATINGTON Boro - D-1 | 399 | 238 | 60% | 920 | 2252 | 41% | ALLENTOWN City - W-13-3 | 436 | 121 | 28% | 1041 | 2688 | 39% | ALLENTOWN City - W-4 | 451 | 70 | 16% | 1111 | 3139 | 35% | ALLENTOWN City - W-8-1 | 458 | 71 | 16% | 1182 | 3597 | 33% | ALLENTOWN City - W-11 | 448 | 80 | 18% | 1262 | 4045 | 31% | WHITEHALL Twp - D-5 | 473 | 245 | 52% | 1507 | 4518 | 33% | ALLENTOWN City - W-5 | 481 | 71 | 15% | 1578 | 4999 | 32% | WHITEHALL Twp - D-2 | 496 | 233 | 47% | 1811 | 5495 | 33% | LYNN Twp - D-JACKSONVILLE | 521 | 381 | 73% | 2192 | 6016 | 36% | BETHLEHEM City - W-11 | 510 | 174 | 34% | 2366 | 6526 | 36% | ALLENTOWN City - W-19 | 515 | 188 | 37% | 2554 | 7041 | 36% | WASHINGTON Twp - D-WESTERN | 523 | 386 | 74% | 2940 | 7564 | 39% | ALLENTOWN City - W-13-1 | 516 | 135 | 26% | 3075 | 8080 | 38% | ALLENTOWN City - W-2 | 528 | 77 | 15% | 3152 | 8608 | 37% | ALLENTOWN City - W-19-2 | 523 | 226 | 43% | 3378 | 9131 | 37% | ALLENTOWN City - W-11-1 | 531 | 89 | 17% | 3467 | 9662 | 36% | ALLENTOWN City - W-6-1 | 550 | 162 | 29% | 3629 | 10212 | 36% | ALLENTOWN City - W-8-5 | 558 | 71 | 13% | 3700 | 10770 | 34% | BETHLEHEM City - W-12 | 538 | 149 | 28% | 3849 | 11308 | 34% | FOUNTAIN HILL Boro - D-3 | 535 | 211 | 39% | 4060 | 11843 | 34% | ALLENTOWN City - W-10-1 | 570 | 92 | 16% | 4152 | 12413 | 33% | ALLENTOWN City - W-11-4 | 582 | 218 | 37% | 4370 | 12995 | 34% | ALLENTOWN City - W-3 | 583 | 80 | 14% | 4450 | 13578 | 33% | ALLENTOWN City - W-10-2 | 593 | 67 | 11% | 4517 | 14171 | 32% | EMMAUS Boro - D-5 | 575 | 290 | 50% | 4807 | 14746 | 33% | SALISBURY Twp - W-4-1 | 586 | 325 | 55% | 5132 | 15332 | 33% | ALLENTOWN City - W-9 | 599 | 87 | 15% | 5219 | 15931 | 33% | ALLENTOWN City - W-8-2 | 606 | 81 | 13% | 5300 | 16537 | 32% | WASHINGTON Twp - D-EASTERN | 605 | 442 | 73% | 5742 | 17142 | 33% | SALISBURY Twp - W-3 | 603 | 329 | 55% | 6071 | 17745 | 34% | BETHLEHEM City - W-12-1 | 586 | 202 | 34% | 6273 | 18331 | 34% | ALLENTOWN City - W-13 | 607 | 117 | 19% | 6390 | 18938 | 34% | ALLENTOWN City - W-11-2 | 605 | 141 | 23% | 6531 | 19543 | 33% | BETHLEHEM City - W-13-5 | 611 | 290 | 47% | 6821 | 20154 | 34% | FOUNTAIN HILL Boro - D-2 | 605 | 229 | 38% | 7050 | 20759 | 34% | ALLENTOWN City - W-12-2 | 628 | 271 | 43% | 7321 | 21387 | 34% | ALLENTOWN City - W-11-6 | 618 | 250 | 40% | 7571 | 22005 | 34% | HANOVER Twp | 618 | 295 | 48% | 7866 | 22623 | 35% | ALLENTOWN City - W-17 | 629 | 232 | 37% | 8098 | 23252 | 35% | COPLAY Boro - D-1 | 641 | 331 | 52% | 8429 | 23893 | 35% | ALLENTOWN City - W-18 | 641 | 227 | 35% | 8656 | 24534 | 35% | ALLENTOWN City - W-13-2 | 642 | 173 | 27% | 8829 | 25176 | 35% | SALISBURY Twp - W-5 | 663 | 386 | 58% | 9215 | 25839 | 36% | ALLENTOWN City - W-1 | 676 | 83 | 12% | 9298 | 26515 | 35% | ALLENTOWN City - W-12-3 | 678 | 310 | 46% | 9608 | 27193 | 35% | ALLENTOWN City - W-8-6 | 699 | 270 | 39% | 9878 | 27892 | 35% | SALISBURY Twp - W-3-1 | 678 | 352 | 52% | 10230 | 28570 | 36% | ALLENTOWN City - W-15-3 | 693 | 228 | 33% | 10458 | 29263 | 36% | BETHLEHEM City - W-13-1 | 685 | 283 | 41% | 10741 | 29948 | 36% | ALLENTOWN City - W-10 | 694 | 86 | 12% | 10827 | 30642 | 35% | ALLENTOWN City - W-12-4 | 691 | 189 | 27% | 11016 | 31333 | 35% | SLATINGTON Boro - D-3 | 691 | 443 | 64% | 11459 | 32024 | 36% | ALLENTOWN City - W-12 | 700 | 164 | 23% | 11623 | 32724 | 36% | BETHLEHEM City - W-13-7 | 701 | 297 | 42% | 11920 | 33425 | 36% | BETHLEHEM City - W-10 | 691 | 212 | 31% | 12132 | 34116 | 36% | ALLENTOWN City - W-15 | 712 | 280 | 39% | 12412 | 34828 | 36% | ALLENTOWN City - W-19-3 | 724 | 187 | 26% | 12599 | 35552 | 35% | BETHLEHEM City - W-13-4 | 709 | 283 | 40% | 12882 | 36261 | 36% | ALLENTOWN City - W-17-1 | 708 | 277 | 39% | 13159 | 36969 | 36% | ALLENTOWN City - W-17-2 | 732 | 296 | 40% | 13455 | 37701 | 36% | FOUNTAIN HILL Boro - D-1 | 734 | 207 | 28% | 13662 | 38435 | 36% | ALLENTOWN City - W-16 | 742 | 193 | 26% | 13855 | 39177 | 35% | BETHLEHEM City - W-13-6 | 743 | 284 | 38% | 14139 | 39920 | 35% | SOUTH WHITEHALL Twp - D-7 | 759 | 415 | 55% | 14554 | 40679 | 36% | WHITEHALL Twp - D-3 | 766 | 264 | 34% | 14818 | 41445 | 36% | ALLENTOWN City - W-7 | 817 | 141 | 17% | 14959 | 42262 | 35% | WHITEHALL Twp - D-6 | 789 | 413 | 52% | 15372 | 43051 | 36% | ALLENTOWN City - W-8-3 | 805 | 187 | 23% | 15559 | 43856 | 35% | SOUTH WHITEHALL Twp - D-2 | 804 | 395 | 49% | 15954 | 44660 | 36% | COPLAY Boro - D-2 | 807 | 448 | 56% | 16402 | 45467 | 36% | ALLENTOWN City - W-19-4 | 832 | 383 | 46% | 16785 | 46299 | 36% | CATASAUQUA Boro - D-2 | 817 | 436 | 53% | 17221 | 47116 | 37% | WHITEHALL Twp - D-4 | 831 | 436 | 52% | 17657 | 47947 | 37% | BETHLEHEM City - W-13-2 | 863 | 382 | 44% | 18039 | 48810 | 37% | UPPER MACUNGIE Twp - D-4 | 854 | 386 | 45% | 18425 | 49664 | 37% | ALLENTOWN City - W-12-1 | 866 | 228 | 26% | 18653 | 50530 | 37% | ALLENTOWN City - W-15-1 | 877 | 300 | 34% | 18953 | 51407 | 37% | CATASAUQUA Boro - D-1 | 847 | 369 | 44% | 19322 | 52254 | 37% | EMMAUS Boro - D-2 | 852 | 409 | 48% | 19731 | 53106 | 37% | EMMAUS Boro - D-1 | 859 | 436 | 51% | 20167 | 53965 | 37% | CATASAUQUA Boro - D-3 | 879 | 439 | 50% | 20606 | 54844 | 38% | UPPER SAUCON Twp - D-3 | 878 | 497 | 57% | 21103 | 55722 | 38% | UPPER MACUNGIE Twp - D-8 | 923 | 497 | 54% | 21600 | 56645 | 38% | ALLENTOWN City - W-18-1 | 923 | 386 | 42% | 21986 | 57568 | 38% | NORTH WHITEHALL Twp - D-6 | 926 | 544 | 59% | 22530 | 58494 | 39% | ALLENTOWN City - W-11-5 | 915 | 357 | 39% | 22887 | 59409 | 39% | ALLENTOWN City - W-15-2 | 938 | 354 | 38% | 23241 | 60347 | 39% | ALLENTOWN City - W-19-1 | 949 | 251 | 26% | 23492 | 61296 | 38% | SALISBURY Twp - W-4 | 952 | 549 | 58% | 24041 | 62248 | 39% | BETHLEHEM City - W-13-3 | 962 | 425 | 44% | 24466 | 63210 | 39% | ALLENTOWN City - W-14 | 976 | 272 | 28% | 24738 | 64186 | 39% | NORTH WHITEHALL Twp - D-3 | 978 | 625 | 64% | 25363 | 65164 | 39% | SOUTH WHITEHALL Twp - D-4 | 968 | 537 | 55% | 25900 | 66132 | 39% | SALISBURY Twp - W-5-1 | 986 | 539 | 55% | 26439 | 67118 | 39% | WHITEHALL Twp - D-9 | 970 | 484 | 50% | 26923 | 68088 | 40% | ALLENTOWN City - W-14-1 | 993 | 216 | 22% | 27139 | 69081 | 39% | UPPER SAUCON Twp - D-6 | 1007 | 499 | 50% | 27638 | 70088 | 39% | UPPER MACUNGIE Twp - D-6 | 999 | 492 | 49% | 28130 | 71087 | 40% | EMMAUS Boro - D-4 | 994 | 440 | 44% | 28570 | 72081 | 40% | LOWER MACUNGIE Twp - D-9 | 1004 | 545 | 54% | 29115 | 73085 | 40% | UPPER MACUNGIE Twp - D-7 | 1011 | 520 | 51% | 29635 | 74096 | 40% | BETHLEHEM City - W-13 | 1014 | 357 | 35% | 29992 | 75110 | 40% | EMMAUS Boro - D-6 | 1010 | 500 | 50% | 30492 | 76120 | 40% | UPPER SAUCON Twp - D-5 | 1036 | 581 | 56% | 31073 | 77156 | 40% | WHITEHALL Twp - D-11 | 1072 | 626 | 58% | 31699 | 78228 | 41% | ALLENTOWN City - W-16-1 | 1119 | 364 | 33% | 32063 | 79347 | 40% | ALBURTIS Boro | 1095 | 600 | 55% | 32663 | 80442 | 41% | COOPERSBURG Boro | 1106 | 618 | 56% | 33281 | 81548 | 41% | EMMAUS Boro - D-3 | 1124 | 620 | 55% | 33901 | 82672 | 41% | NORTH WHITEHALL Twp - D-5 | 1158 | 772 | 67% | 34673 | 83830 | 41% | LOWER MACUNGIE Twp - D-5 | 1182 | 674 | 57% | 35347 | 85012 | 42% | WHITEHALL Twp - D-8 | 1202 | 664 | 55% | 36011 | 86214 | 42% | WHITEHALL Twp - D-12 | 1195 | 494 | 41% | 36505 | 87409 | 42% | SALISBURY Twp - W-1 | 1196 | 662 | 55% | 37167 | 88605 | 42% | ALLENTOWN City - W-19-5 | 1210 | 376 | 31% | 37543 | 89815 | 42% | LOWER MACUNGIE Twp - D-8 | 1230 | 686 | 56% | 38229 | 91045 | 42% | UPPER SAUCON Twp - D-2 | 1220 | 702 | 58% | 38931 | 92265 | 42% | LOWHILL Twp | 1249 | 833 | 67% | 39764 | 93514 | 43% | ALLENTOWN City - W-11-3 | 1285 | 249 | 19% | 40013 | 94799 | 42% | LYNN Twp - D-NEW TRIPOLI | 1273 | 853 | 67% | 40866 | 96072 | 43% | WHITEHALL Twp - D-1 | 1288 | 505 | 39% | 41371 | 97360 | 42% | NORTH WHITEHALL Twp - D-4 | 1293 | 831 | 64% | 42202 | 98653 | 43% | SALISBURY Twp - W-2 | 1309 | 696 | 53% | 42898 | 99962 | 43% | WHITEHALL Twp - D-10 | 1356 | 791 | 58% | 43689 | 101318 | 43% | SOUTH WHITEHALL Twp - D-6 | 1388 | 594 | 43% | 44283 | 102706 | 43% | LOWER MACUNGIE Twp - D-7 | 1378 | 699 | 51% | 44982 | 104084 | 43% | UPPER MACUNGIE Twp - D-3 | 1409 | 756 | 54% | 45738 | 105493 | 43% | SOUTH WHITEHALL Twp - D-3 | 1434 | 706 | 49% | 46444 | 106927 | 43% | UPPER SAUCON Twp - D-1 | 1473 | 837 | 57% | 47281 | 108400 | 44% | WHITEHALL Twp - D-7 | 1522 | 853 | 56% | 48134 | 109922 | 44% | LOWER MACUNGIE Twp - D-3 | 1509 | 841 | 56% | 48975 | 111431 | 44% | SOUTH WHITEHALL Twp - D-5 | 1535 | 664 | 43% | 49639 | 112966 | 44% | SOUTH WHITEHALL Twp - D-1 | 1558 | 813 | 52% | 50452 | 114524 | 44% | LOWER MACUNGIE Twp - D-4 | 1550 | 809 | 52% | 51261 | 116074 | 44% | MACUNGIE Boro | 1558 | 810 | 52% | 52071 | 117632 | 44% | LOWER MACUNGIE Twp - D-10 | 1592 | 876 | 55% | 52947 | 119224 | 44% | UPPER MACUNGIE Twp - D-1 | 1659 | 862 | 52% | 53809 | 120883 | 45% | HEIDELBERG Twp | 1659 | 1167 | 70% | 54976 | 122542 | 45% | NORTH WHITEHALL Twp - D-2 | 1835 | 1174 | 64% | 56150 | 124377 | 45% | LOWER MACUNGIE Twp - D-1 | 1841 | 997 | 54% | 57147 | 126218 | 45% | ALLENTOWN City - W-17-3 | 1859 | 814 | 44% | 57961 | 128077 | 45% | SOUTH WHITEHALL Twp - D-8 | 1877 | 1001 | 53% | 58962 | 129954 | 45% | NORTH WHITEHALL Twp - D-1 | 1937 | 1212 | 63% | 60174 | 131891 | 46% | WASHINGTON Twp - D-SOUTHERN | 1988 | 1353 | 68% | 61527 | 133879 | 46% | UPPER MILFORD Twp - D-WESTERN | 2004 | 1256 | 63% | 62783 | 135883 | 46% | LOWER MACUNGIE Twp - D-6 | 2104 | 1042 | 50% | 63825 | 137987 | 46% | LOWER MILFORD Twp | 2130 | 1366 | 64% | 65191 | 140117 | 47% | UPPER MILFORD Twp - D-EASTERN | 2147 | 1256 | 59% | 66447 | 142264 | 47% | UPPER MACUNGIE Twp - D-2 | 2189 | 1174 | 54% | 67621 | 144453 | 47% | UPPER MACUNGIE Twp - D-5 | 2227 | 1149 | 52% | 68770 | 146680 | 47% | UPPER SAUCON Twp - D-4 | 2477 | 1387 | 56% | 70157 | 149157 | 47% | WEISENBERG Twp | 2708 | 1885 | 70% | 72042 | 151865 | 47% | LOWER MACUNGIE Twp - D-2 | 3149 | 1648 | 52% | 73690 | 155014 | 48% |
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