Pennsylvania
ALL votes from Bradford County.
Precincts added in order of number of votes.
Voters: 24510 Precincts: 61 Average votes per precinct: 402 Votes in median precinct: 389Registered Republicans: 67.6% Registered Democrats: 31.7%  
Voting Machine: Premier/Diebold AccuVote TSX DRE-Touchscreen
Data from: GitHub OpenElections Project
deltaM = 2.9%deltaMxV = 710
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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 TRUMP
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 |
Leftmost Digit of Vote Count - Frequency of Occurance
Benford's Law Distribution for CLINTON
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 |
Leftmost Digit of Vote Count - Frequency of Occurance
Show Data
Leftmost Digit | Expected Distribution | TRUMP | CLINTON |
1 | 30.1% | 19.7% | 42.6% |
2 | 17.6% | 21.3% | 9.8% |
3 | 12.5% | 14.8% | 1.6% |
4 | 9.7% | 18% | 4.9% |
5 | 7.9% | 9.8% | 6.6% |
6 | 6.7% | 6.6% | 11.5% |
7 | 5.8% | 4.9% | 6.6% |
8 | 5.1% | 3.3% | 8.2% |
9 | 4.6% | 1.6% | 8.2% |
Detailed Data
Download graph dataTRUMP (R): Percent of votes: 74.01%, Total votes: 18141 out of 24510
Data
Precinct | Total Votes |
Votes | Percent | Cumulative | Cumulative Total | Cumulative Pct | BURLINGTON Boro | 47 | 34 | 72% | 34 | 47 | 72% | ALBA Boro | 64 | 57 | 89% | 91 | 111 | 82% | SYLVANIA Boro | 81 | 63 | 78% | 154 | 192 | 80% | NEW ALBANY Boro | 80 | 62 | 78% | 216 | 272 | 79% | ARMENIA Twp | 97 | 85 | 88% | 301 | 369 | 82% | LERAYSVILLE Boro | 103 | 77 | 75% | 378 | 472 | 80% | OVERTON Twp | 106 | 84 | 79% | 462 | 578 | 80% | SAYRE Boro - W-5 | 101 | 72 | 71% | 534 | 679 | 79% | ROME Twp | 166 | 94 | 57% | 628 | 845 | 74% | MONROE Boro | 188 | 124 | 66% | 752 | 1033 | 73% | ATHENS Boro - W-2 | 188 | 101 | 54% | 853 | 1221 | 70% | STEVENS Twp | 194 | 159 | 82% | 1012 | 1415 | 72% | SAYRE Boro - W-3 | 197 | 118 | 60% | 1130 | 1612 | 70% | WYALUSING Boro | 216 | 138 | 64% | 1268 | 1828 | 69% | WEST BURLINGTON Twp | 215 | 165 | 77% | 1433 | 2043 | 70% | TOWANDA Boro - W-1 | 227 | 161 | 71% | 1594 | 2270 | 70% | ATHENS Boro - W-1 | 246 | 143 | 58% | 1737 | 2516 | 69% | FRANKLIN Twp | 247 | 197 | 80% | 1934 | 2763 | 70% | PIKE Twp | 234 | 187 | 80% | 2121 | 2997 | 71% | TOWANDA Boro - W-2 | 270 | 168 | 62% | 2289 | 3267 | 70% | STANDING STONE Twp | 269 | 203 | 75% | 2492 | 3536 | 70% | LEROY Twp | 302 | 251 | 83% | 2743 | 3838 | 71% | BURLINGTON Twp | 309 | 242 | 78% | 2985 | 4147 | 72% | SAYRE Boro - W-1 | 311 | 160 | 51% | 3145 | 4458 | 71% | ATHENS Boro - W-3 | 329 | 214 | 65% | 3359 | 4787 | 70% | HERRICK Twp | 336 | 281 | 84% | 3640 | 5123 | 71% | TERRY Twp | 347 | 283 | 82% | 3923 | 5470 | 72% | TOWANDA Twp | 383 | 259 | 68% | 4182 | 5853 | 71% | GRANVILLE Twp | 381 | 315 | 83% | 4497 | 6234 | 72% | ALBANY Twp | 389 | 309 | 79% | 4806 | 6623 | 73% | WINDHAM Twp | 381 | 299 | 78% | 5105 | 7004 | 73% | ROME Boro | 414 | 389 | 94% | 5494 | 7418 | 74% | NORTH TOWANDA Twp | 396 | 267 | 67% | 5761 | 7814 | 74% | ATHENS Boro - W-4 | 409 | 245 | 60% | 6006 | 8223 | 73% | MONROE Twp | 427 | 343 | 80% | 6349 | 8650 | 73% | ASYLUM Twp | 443 | 331 | 75% | 6680 | 9093 | 73% | TOWANDA Boro - W-3 | 443 | 278 | 63% | 6958 | 9536 | 73% | WARREN Twp | 462 | 397 | 86% | 7355 | 9998 | 74% | COLUMBIA Twp | 468 | 371 | 79% | 7726 | 10466 | 74% | SOUTH WAVERLY Boro | 475 | 286 | 60% | 8012 | 10941 | 73% | TUSCARORA Twp | 497 | 411 | 83% | 8423 | 11438 | 74% | TROY Boro | 487 | 337 | 69% | 8760 | 11925 | 73% | WILMOT Twp | 505 | 406 | 80% | 9166 | 12430 | 74% | ULSTER Twp | 523 | 405 | 77% | 9571 | 12953 | 74% | ORWELL Twp | 525 | 423 | 81% | 9994 | 13478 | 74% | SOUTH CREEK Twp | 521 | 431 | 83% | 10425 | 13999 | 74% | WELLS Twp | 529 | 432 | 82% | 10857 | 14528 | 75% | SHESHEQUIN Twp | 547 | 450 | 82% | 11307 | 15075 | 75% | SPRINGFIELD Twp | 537 | 418 | 78% | 11725 | 15612 | 75% | SAYRE Boro - W-4 | 537 | 292 | 54% | 12017 | 16149 | 74% | WYALUSING Twp | 571 | 467 | 82% | 12484 | 16720 | 75% | CANTON Boro | 580 | 439 | 76% | 12923 | 17300 | 75% | LITCHFIELD Twp | 589 | 478 | 81% | 13401 | 17889 | 75% | WYSOX Twp | 651 | 500 | 77% | 13901 | 18540 | 75% | SMITHFIELD Twp | 693 | 553 | 80% | 14454 | 19233 | 75% | TROY Twp | 723 | 555 | 77% | 15009 | 19956 | 75% | CANTON Twp | 781 | 661 | 85% | 15670 | 20737 | 76% | RIDGEBURY Twp | 816 | 619 | 76% | 16289 | 21553 | 76% | ATHENS Twp - D-1 | 836 | 581 | 69% | 16870 | 22389 | 75% | SAYRE Boro - W-2 | 933 | 519 | 56% | 17389 | 23322 | 75% | ATHENS Twp - D-2 | 1188 | 752 | 63% | 18141 | 24510 | 74% |
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CLINTON (D): Percent of votes: 25.99%, Total votes: 6369 out of 24510
Data
Precinct | Total Votes |
Votes | Percent | Cumulative | Cumulative Total | Cumulative Pct | BURLINGTON Boro | 47 | 13 | 28% | 13 | 47 | 28% | ALBA Boro | 64 | 7 | 11% | 20 | 111 | 18% | SYLVANIA Boro | 81 | 18 | 22% | 38 | 192 | 20% | NEW ALBANY Boro | 80 | 18 | 23% | 56 | 272 | 21% | ARMENIA Twp | 97 | 12 | 12% | 68 | 369 | 18% | LERAYSVILLE Boro | 103 | 26 | 25% | 94 | 472 | 20% | OVERTON Twp | 106 | 22 | 21% | 116 | 578 | 20% | SAYRE Boro - W-5 | 101 | 29 | 29% | 145 | 679 | 21% | ROME Twp | 166 | 72 | 43% | 217 | 845 | 26% | MONROE Boro | 188 | 64 | 34% | 281 | 1033 | 27% | ATHENS Boro - W-2 | 188 | 87 | 46% | 368 | 1221 | 30% | STEVENS Twp | 194 | 35 | 18% | 403 | 1415 | 28% | SAYRE Boro - W-3 | 197 | 79 | 40% | 482 | 1612 | 30% | WYALUSING Boro | 216 | 78 | 36% | 560 | 1828 | 31% | WEST BURLINGTON Twp | 215 | 50 | 23% | 610 | 2043 | 30% | TOWANDA Boro - W-1 | 227 | 66 | 29% | 676 | 2270 | 30% | ATHENS Boro - W-1 | 246 | 103 | 42% | 779 | 2516 | 31% | FRANKLIN Twp | 247 | 50 | 20% | 829 | 2763 | 30% | PIKE Twp | 234 | 47 | 20% | 876 | 2997 | 29% | TOWANDA Boro - W-2 | 270 | 102 | 38% | 978 | 3267 | 30% | STANDING STONE Twp | 269 | 66 | 25% | 1044 | 3536 | 30% | LEROY Twp | 302 | 51 | 17% | 1095 | 3838 | 29% | BURLINGTON Twp | 309 | 67 | 22% | 1162 | 4147 | 28% | SAYRE Boro - W-1 | 311 | 151 | 49% | 1313 | 4458 | 29% | ATHENS Boro - W-3 | 329 | 115 | 35% | 1428 | 4787 | 30% | HERRICK Twp | 336 | 55 | 16% | 1483 | 5123 | 29% | TERRY Twp | 347 | 64 | 18% | 1547 | 5470 | 28% | TOWANDA Twp | 383 | 124 | 32% | 1671 | 5853 | 29% | GRANVILLE Twp | 381 | 66 | 17% | 1737 | 6234 | 28% | ALBANY Twp | 389 | 80 | 21% | 1817 | 6623 | 27% | WINDHAM Twp | 381 | 82 | 22% | 1899 | 7004 | 27% | ROME Boro | 414 | 25 | 6% | 1924 | 7418 | 26% | NORTH TOWANDA Twp | 396 | 129 | 33% | 2053 | 7814 | 26% | ATHENS Boro - W-4 | 409 | 164 | 40% | 2217 | 8223 | 27% | MONROE Twp | 427 | 84 | 20% | 2301 | 8650 | 27% | ASYLUM Twp | 443 | 112 | 25% | 2413 | 9093 | 27% | TOWANDA Boro - W-3 | 443 | 165 | 37% | 2578 | 9536 | 27% | WARREN Twp | 462 | 65 | 14% | 2643 | 9998 | 26% | COLUMBIA Twp | 468 | 97 | 21% | 2740 | 10466 | 26% | SOUTH WAVERLY Boro | 475 | 189 | 40% | 2929 | 10941 | 27% | TUSCARORA Twp | 497 | 86 | 17% | 3015 | 11438 | 26% | TROY Boro | 487 | 150 | 31% | 3165 | 11925 | 27% | WILMOT Twp | 505 | 99 | 20% | 3264 | 12430 | 26% | ULSTER Twp | 523 | 118 | 23% | 3382 | 12953 | 26% | ORWELL Twp | 525 | 102 | 19% | 3484 | 13478 | 26% | SOUTH CREEK Twp | 521 | 90 | 17% | 3574 | 13999 | 26% | WELLS Twp | 529 | 97 | 18% | 3671 | 14528 | 25% | SHESHEQUIN Twp | 547 | 97 | 18% | 3768 | 15075 | 25% | SPRINGFIELD Twp | 537 | 119 | 22% | 3887 | 15612 | 25% | SAYRE Boro - W-4 | 537 | 245 | 46% | 4132 | 16149 | 26% | WYALUSING Twp | 571 | 104 | 18% | 4236 | 16720 | 25% | CANTON Boro | 580 | 141 | 24% | 4377 | 17300 | 25% | LITCHFIELD Twp | 589 | 111 | 19% | 4488 | 17889 | 25% | WYSOX Twp | 651 | 151 | 23% | 4639 | 18540 | 25% | SMITHFIELD Twp | 693 | 140 | 20% | 4779 | 19233 | 25% | TROY Twp | 723 | 168 | 23% | 4947 | 19956 | 25% | CANTON Twp | 781 | 120 | 15% | 5067 | 20737 | 24% | RIDGEBURY Twp | 816 | 197 | 24% | 5264 | 21553 | 24% | ATHENS Twp - D-1 | 836 | 255 | 31% | 5519 | 22389 | 25% | SAYRE Boro - W-2 | 933 | 414 | 44% | 5933 | 23322 | 25% | ATHENS Twp - D-2 | 1188 | 436 | 37% | 6369 | 24510 | 26% |
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