Ohio
ALL votes from Wayne County.
Precincts added in order of number of votes.
Voters: 47,301 Precincts (polling places): 67 Average voters per precinct: 706 Votes in median precinct: 722Voting Machine:
deltaM = 5%deltaMxV = 2,375
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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 Donald J. Trump
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 |
Leftmost Digit of Vote Count - Frequency of Occurance
Benford's Law Distribution for Hillary Clinton
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 |
Leftmost Digit of Vote Count - Frequency of Occurance
Show Data
Leftmost Digit | Expected Distribution | Donald J. Trump | Hillary Clinton |
1 | 30.1% | 1.5% | 44.8% |
2 | 17.6% | 13.4% | 32.8% |
3 | 12.5% | 13.4% | 10.4% |
4 | 9.7% | 26.9% | 6% |
5 | 7.9% | 16.4% | 3% |
6 | 6.7% | 22.4% | 1.5% |
7 | 5.8% | 6% | 0% |
8 | 5.1% | 0% | 0% |
9 | 4.6% | 0% | 1.5% |
Detailed Data
Download graph dataDonald J. Trump (R): Percent of votes: 68.22%, Total votes: 32270 out of 47301
Data
Precinct | Total Votes |
Votes | Percent | Turnout | Cumulative | Cumulative Total | Cumulative Pct | EAST UNION TWP 2 - ACR | 318 | 249 | 78% | 50% | 249 | 318 | 78% | WOOSTER CITY 1-B - AAP | 394 | 213 | 54% | 48% | 462 | 712 | 65% | RITTMAN CITY 4 - AAM | 418 | 277 | 66% | 56% | 739 | 1130 | 65% | RITTMAN CITY 1 - AAJ | 429 | 272 | 63% | 45% | 1011 | 1559 | 65% | WOOSTER CITY 2-C - AAW | 451 | 233 | 52% | 63% | 1244 | 2010 | 62% | PAINT TWP 1 - ADE | 474 | 430 | 91% | 45% | 1674 | 2484 | 67% | WAYNE TWP 2 - ADP | 473 | 284 | 60% | 72% | 1958 | 2957 | 66% | WOOSTER CITY 3-D - ABC | 483 | 266 | 55% | 60% | 2224 | 3440 | 65% | CHESTER TWP 2 - ABZ | 480 | 377 | 79% | 67% | 2601 | 3920 | 66% | CONGRESS TWP 1 W SALEM - ACN | 480 | 352 | 73% | 53% | 2953 | 4400 | 67% | ORRVILLE CITY 4-B - AAH | 500 | 283 | 57% | 71% | 3236 | 4900 | 66% | SALT CREEK TWP 1 - ADH | 509 | 414 | 81% | 38% | 3650 | 5409 | 67% | CANAAN TWP 3 - ABT | 521 | 418 | 80% | 66% | 4068 | 5930 | 69% | ORRVILLE CITY 4-A - AAG | 520 | 324 | 62% | 67% | 4392 | 6450 | 68% | EAST UNION TWP 3 APL CRK - ACT | 540 | 404 | 75% | 72% | 4796 | 6990 | 69% | CLINTON TWP 2 SHREVE - ACM | 531 | 403 | 76% | 56% | 5199 | 7521 | 69% | RITTMAN CITY 2 - AAK | 540 | 330 | 61% | 59% | 5529 | 8061 | 69% | CONGRESS TWP 3 - ACP | 557 | 453 | 81% | 64% | 5982 | 8618 | 69% | WOOSTER CITY 1-C - AAR | 549 | 255 | 46% | 41% | 6237 | 9167 | 68% | EAST UNION TWP 1 - ACQ | 614 | 492 | 80% | 54% | 6729 | 9781 | 69% | MILTON TWP 2 - ADD | 605 | 481 | 80% | 63% | 7210 | 10386 | 69% | ORRVILLE CITY 2 - AAC | 607 | 388 | 64% | 54% | 7598 | 10993 | 69% | WOOSTER TWP 1 - ADS | 639 | 449 | 70% | 64% | 8047 | 11632 | 69% | EAST UNION TWP 4 - ACS | 647 | 484 | 75% | 65% | 8531 | 12279 | 69% | WOOSTER CITY 1-A - AAO | 650 | 345 | 53% | 41% | 8876 | 12929 | 69% | WOOSTER CITY 2-B - AAV | 653 | 145 | 22% | 36% | 9021 | 13582 | 66% | CHIPPEWA TWP 5 DOY/TOWN - ACI | 671 | 422 | 63% | 70% | 9443 | 14253 | 66% | GREEN TWP 3 SMITHVILLE - ACZ | 666 | 529 | 79% | 70% | 9972 | 14919 | 67% | WAYNE TWP 3 - ADQ | 682 | 494 | 72% | 71% | 10466 | 15601 | 67% | WOOSTER CITY 3-E - ABD | 711 | 406 | 57% | 70% | 10872 | 16312 | 67% | WOOSTER CITY 4-B - ABJ | 708 | 389 | 55% | 68% | 11261 | 17020 | 66% | ORRVILLE CITY 1 - AAA | 693 | 438 | 63% | 58% | 11699 | 17713 | 66% | WOOSTER CITY 2-A - AAU | 722 | 415 | 57% | 59% | 12114 | 18435 | 66% | PLAIN TWP 1 - ADF | 738 | 587 | 80% | 69% | 12701 | 19173 | 66% | PLAIN TWP 2 - ADG | 733 | 538 | 73% | 74% | 13239 | 19906 | 67% | WOOSTER CITY 3-B - ABA | 734 | 451 | 61% | 62% | 13690 | 20640 | 66% | WOOSTER TWP 3 - ADU | 749 | 551 | 74% | 65% | 14241 | 21389 | 67% | MILTON TWP 1 - ADB | 743 | 626 | 84% | 72% | 14867 | 22132 | 67% | WOOSTER CITY 3-A - AAZ | 760 | 413 | 54% | 74% | 15280 | 22892 | 67% | FRANKLIN TWP 1 - ACU | 777 | 603 | 78% | 63% | 15883 | 23669 | 67% | BAUGHMAN TWP 1 - ABP | 770 | 596 | 77% | 73% | 16479 | 24439 | 67% | FRANKLIN TWP 2 - ACV | 789 | 605 | 77% | 70% | 17084 | 25228 | 68% | CHIPPEWA TWP 4 DOY/TOWN - ACH | 770 | 475 | 62% | 63% | 17559 | 25998 | 68% | CLINTON TWP 1 - ACJ | 799 | 621 | 78% | 72% | 18180 | 26797 | 68% | CANAAN TWP 2 CRESTON - ABV | 809 | 599 | 74% | 62% | 18779 | 27606 | 68% | GREEN TWP 2 - ACX | 806 | 627 | 78% | 70% | 19406 | 28412 | 68% | CANAAN TWP 1 - ABU | 813 | 623 | 77% | 66% | 20029 | 29225 | 69% | CONGRESS TWP 2 - ACO | 796 | 625 | 79% | 66% | 20654 | 30021 | 69% | WOOSTER CITY 4-A - ABH | 834 | 354 | 42% | 69% | 21008 | 30855 | 68% | WOOSTER CITY 2-D - AAX | 831 | 326 | 39% | 52% | 21334 | 31686 | 67% | CHIPPEWA TWP 2 - ACC | 845 | 604 | 71% | 68% | 21938 | 32531 | 67% | CHIPPEWA TWP 6 - ACF | 854 | 581 | 68% | 69% | 22519 | 33385 | 67% | CHIPPEWA TWP 3 - ACE | 841 | 558 | 66% | 61% | 23077 | 34226 | 67% | CHIPPEWA TWP 1 - ACA | 832 | 617 | 74% | 67% | 23694 | 35058 | 68% | GREEN TWP 1 - ACW | 859 | 681 | 79% | 73% | 24375 | 35917 | 68% | SUGAR CREEK TWP 3 DALTON - ADM | 912 | 688 | 75% | 71% | 25063 | 36829 | 68% | RITTMAN CITY 3 - AAL | 923 | 642 | 70% | 68% | 25705 | 37752 | 68% | WOOSTER TWP 2 - ADT | 912 | 635 | 70% | 74% | 26340 | 38664 | 68% | BAUGHMAN TWP 2 - ABQ | 920 | 704 | 77% | 72% | 27044 | 39584 | 68% | CHESTER TWP 1 - ABX | 941 | 738 | 78% | 72% | 27782 | 40525 | 69% | WAYNE TWP 1 - ADN | 944 | 643 | 68% | 68% | 28425 | 41469 | 69% | WOOSTER CITY 3-C - ABB | 962 | 563 | 59% | 71% | 28988 | 42431 | 68% | SUGAR CREEK TWP 1 - ADI | 962 | 779 | 81% | 72% | 29767 | 43393 | 69% | WOOSTER CITY 4-D - ABN | 961 | 500 | 52% | 70% | 30267 | 44354 | 68% | SUGAR CREEK TWP 2 - ADK | 973 | 755 | 78% | 72% | 31022 | 45327 | 68% | ORRVILLE CITY 3 - AAE | 962 | 667 | 69% | 68% | 31689 | 46289 | 68% | WOOSTER CITY 4-C - ABM | 1012 | 581 | 57% | 67% | 32270 | 47301 | 68% |
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Hillary Clinton (D): Percent of votes: 31.78%, Total votes: 15031 out of 47301
Data
Precinct | Total Votes |
Votes | Percent | Turnout | Cumulative | Cumulative Total | Cumulative Pct | EAST UNION TWP 2 - ACR | 318 | 69 | 22% | 50% | 69 | 318 | 22% | WOOSTER CITY 1-B - AAP | 394 | 181 | 46% | 48% | 250 | 712 | 35% | RITTMAN CITY 4 - AAM | 418 | 141 | 34% | 56% | 391 | 1130 | 35% | RITTMAN CITY 1 - AAJ | 429 | 157 | 37% | 45% | 548 | 1559 | 35% | WOOSTER CITY 2-C - AAW | 451 | 218 | 48% | 63% | 766 | 2010 | 38% | PAINT TWP 1 - ADE | 474 | 44 | 9% | 45% | 810 | 2484 | 33% | WAYNE TWP 2 - ADP | 473 | 189 | 40% | 72% | 999 | 2957 | 34% | WOOSTER CITY 3-D - ABC | 483 | 217 | 45% | 60% | 1216 | 3440 | 35% | CHESTER TWP 2 - ABZ | 480 | 103 | 21% | 67% | 1319 | 3920 | 34% | CONGRESS TWP 1 W SALEM - ACN | 480 | 128 | 27% | 53% | 1447 | 4400 | 33% | ORRVILLE CITY 4-B - AAH | 500 | 217 | 43% | 71% | 1664 | 4900 | 34% | SALT CREEK TWP 1 - ADH | 509 | 95 | 19% | 38% | 1759 | 5409 | 33% | CANAAN TWP 3 - ABT | 521 | 103 | 20% | 66% | 1862 | 5930 | 31% | ORRVILLE CITY 4-A - AAG | 520 | 196 | 38% | 67% | 2058 | 6450 | 32% | EAST UNION TWP 3 APL CRK - ACT | 540 | 136 | 25% | 72% | 2194 | 6990 | 31% | CLINTON TWP 2 SHREVE - ACM | 531 | 128 | 24% | 56% | 2322 | 7521 | 31% | RITTMAN CITY 2 - AAK | 540 | 210 | 39% | 59% | 2532 | 8061 | 31% | CONGRESS TWP 3 - ACP | 557 | 104 | 19% | 64% | 2636 | 8618 | 31% | WOOSTER CITY 1-C - AAR | 549 | 294 | 54% | 41% | 2930 | 9167 | 32% | EAST UNION TWP 1 - ACQ | 614 | 122 | 20% | 54% | 3052 | 9781 | 31% | MILTON TWP 2 - ADD | 605 | 124 | 20% | 63% | 3176 | 10386 | 31% | ORRVILLE CITY 2 - AAC | 607 | 219 | 36% | 54% | 3395 | 10993 | 31% | WOOSTER TWP 1 - ADS | 639 | 190 | 30% | 64% | 3585 | 11632 | 31% | EAST UNION TWP 4 - ACS | 647 | 163 | 25% | 65% | 3748 | 12279 | 31% | WOOSTER CITY 1-A - AAO | 650 | 305 | 47% | 41% | 4053 | 12929 | 31% | WOOSTER CITY 2-B - AAV | 653 | 508 | 78% | 36% | 4561 | 13582 | 34% | CHIPPEWA TWP 5 DOY/TOWN - ACI | 671 | 249 | 37% | 70% | 4810 | 14253 | 34% | GREEN TWP 3 SMITHVILLE - ACZ | 666 | 137 | 21% | 70% | 4947 | 14919 | 33% | WAYNE TWP 3 - ADQ | 682 | 188 | 28% | 71% | 5135 | 15601 | 33% | WOOSTER CITY 3-E - ABD | 711 | 305 | 43% | 70% | 5440 | 16312 | 33% | WOOSTER CITY 4-B - ABJ | 708 | 319 | 45% | 68% | 5759 | 17020 | 34% | ORRVILLE CITY 1 - AAA | 693 | 255 | 37% | 58% | 6014 | 17713 | 34% | WOOSTER CITY 2-A - AAU | 722 | 307 | 43% | 59% | 6321 | 18435 | 34% | PLAIN TWP 1 - ADF | 738 | 151 | 20% | 69% | 6472 | 19173 | 34% | PLAIN TWP 2 - ADG | 733 | 195 | 27% | 74% | 6667 | 19906 | 33% | WOOSTER CITY 3-B - ABA | 734 | 283 | 39% | 62% | 6950 | 20640 | 34% | WOOSTER TWP 3 - ADU | 749 | 198 | 26% | 65% | 7148 | 21389 | 33% | MILTON TWP 1 - ADB | 743 | 117 | 16% | 72% | 7265 | 22132 | 33% | WOOSTER CITY 3-A - AAZ | 760 | 347 | 46% | 74% | 7612 | 22892 | 33% | FRANKLIN TWP 1 - ACU | 777 | 174 | 22% | 63% | 7786 | 23669 | 33% | BAUGHMAN TWP 1 - ABP | 770 | 174 | 23% | 73% | 7960 | 24439 | 33% | FRANKLIN TWP 2 - ACV | 789 | 184 | 23% | 70% | 8144 | 25228 | 32% | CHIPPEWA TWP 4 DOY/TOWN - ACH | 770 | 295 | 38% | 63% | 8439 | 25998 | 32% | CLINTON TWP 1 - ACJ | 799 | 178 | 22% | 72% | 8617 | 26797 | 32% | CANAAN TWP 2 CRESTON - ABV | 809 | 210 | 26% | 62% | 8827 | 27606 | 32% | GREEN TWP 2 - ACX | 806 | 179 | 22% | 70% | 9006 | 28412 | 32% | CANAAN TWP 1 - ABU | 813 | 190 | 23% | 66% | 9196 | 29225 | 31% | CONGRESS TWP 2 - ACO | 796 | 171 | 21% | 66% | 9367 | 30021 | 31% | WOOSTER CITY 4-A - ABH | 834 | 480 | 58% | 69% | 9847 | 30855 | 32% | WOOSTER CITY 2-D - AAX | 831 | 505 | 61% | 52% | 10352 | 31686 | 33% | CHIPPEWA TWP 2 - ACC | 845 | 241 | 29% | 68% | 10593 | 32531 | 33% | CHIPPEWA TWP 6 - ACF | 854 | 273 | 32% | 69% | 10866 | 33385 | 33% | CHIPPEWA TWP 3 - ACE | 841 | 283 | 34% | 61% | 11149 | 34226 | 33% | CHIPPEWA TWP 1 - ACA | 832 | 215 | 26% | 67% | 11364 | 35058 | 32% | GREEN TWP 1 - ACW | 859 | 178 | 21% | 73% | 11542 | 35917 | 32% | SUGAR CREEK TWP 3 DALTON - ADM | 912 | 224 | 25% | 71% | 11766 | 36829 | 32% | WOOSTER TWP 2 - ADT | 923 | 281 | 30% | 75% | 12047 | 37752 | 32% | RITTMAN CITY 3 - AAL | 912 | 277 | 30% | 67% | 12324 | 38664 | 32% | BAUGHMAN TWP 2 - ABQ | 920 | 216 | 23% | 72% | 12540 | 39584 | 32% | CHESTER TWP 1 - ABX | 941 | 203 | 22% | 72% | 12743 | 40525 | 31% | WAYNE TWP 1 - ADN | 944 | 301 | 32% | 68% | 13044 | 41469 | 31% | WOOSTER CITY 3-C - ABB | 962 | 399 | 41% | 71% | 13443 | 42431 | 32% | SUGAR CREEK TWP 1 - ADI | 962 | 183 | 19% | 72% | 13626 | 43393 | 31% | WOOSTER CITY 4-D - ABN | 961 | 461 | 48% | 70% | 14087 | 44354 | 32% | SUGAR CREEK TWP 2 - ADK | 973 | 218 | 22% | 72% | 14305 | 45327 | 32% | ORRVILLE CITY 3 - AAE | 962 | 295 | 31% | 68% | 14600 | 46289 | 32% | WOOSTER CITY 4-C - ABM | 1012 | 431 | 43% | 67% | 15031 | 47301 | 32% |
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