Ohio
ALL votes from Knox County.
Precincts added in order of number of votes.
Voters: 27,302 Precincts (polling places): 51 Average voters per precinct: 535 Votes in median precinct: 509Voting Machine:
deltaM = -4.7%deltaMxV = -1,278
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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% | 5.9% | 45.1% |
2 | 17.6% | 17.6% | 17.6% |
3 | 12.5% | 41.2% | 2% |
4 | 9.7% | 19.6% | 2% |
5 | 7.9% | 3.9% | 3.9% |
6 | 6.7% | 5.9% | 2% |
7 | 5.8% | 5.9% | 9.8% |
8 | 5.1% | 0% | 2% |
9 | 4.6% | 0% | 15.7% |
Detailed Data
Download graph dataDonald J. Trump (R): Percent of votes: 70.07%, Total votes: 19131 out of 27302
Data
Precinct | Total Votes |
Votes | Percent | Turnout | Cumulative | Cumulative Total | Cumulative Pct | PRECINCT COLLEGE - AAW | 186 | 102 | 55% | 68% | 102 | 186 | 55% | PRECINCT FREDERICKTOWN A - ABV | 196 | 135 | 69% | 68% | 237 | 382 | 62% | PRECINCT MOUNT VERNON 2-B - AAF | 254 | 183 | 72% | 50% | 420 | 636 | 66% | PRECINCT JEFFERSON - ABG | 274 | 224 | 82% | 71% | 644 | 910 | 71% | PRECINCT CLINTON A - AAT | 287 | 208 | 72% | 82% | 852 | 1197 | 71% | PRECINCT BUTLER - AAR | 324 | 278 | 86% | 65% | 1130 | 1521 | 74% | PRECINCT DANVILLE - ABT | 356 | 264 | 74% | 61% | 1394 | 1877 | 74% | PRECINCT HARRISON - AAY | 395 | 298 | 75% | 76% | 1692 | 2272 | 74% | PRECINCT GAMBIER B - ACG | 415 | 23 | 6% | 43% | 1715 | 2687 | 64% | PRECINCT HOWARD A - ABB | 424 | 318 | 75% | 73% | 2033 | 3111 | 65% | PRECINCT MOUNT VERNON 1-B - AAB | 416 | 261 | 63% | 63% | 2294 | 3527 | 65% | PRECINCT MOUNT VERNON 4-C - AAM | 420 | 281 | 67% | 55% | 2575 | 3947 | 65% | PRECINCT LIBERTY A - ABZ | 419 | 342 | 82% | 76% | 2917 | 4366 | 67% | PRECINCT HOWARD B - ABC | 432 | 358 | 83% | 74% | 3275 | 4798 | 68% | PRECINCT MOUNT VERNON 2-A - AAE | 421 | 273 | 65% | 50% | 3548 | 5219 | 68% | PRECINCT FREDERICKTOWN C - ACA | 428 | 304 | 71% | 65% | 3852 | 5647 | 68% | PRECINCT MIDDLEBURY - ABI | 446 | 375 | 84% | 69% | 4227 | 6093 | 69% | PRECINCT JACKSON - ABF | 454 | 399 | 88% | 74% | 4626 | 6547 | 71% | PRECINCT HILLIAR A - ABA | 444 | 353 | 80% | 72% | 4979 | 6991 | 71% | PRECINCT MORRIS A - ABO | 447 | 344 | 77% | 79% | 5323 | 7438 | 72% | PRECINCT FREDERICKTOWN B - ABW | 458 | 354 | 77% | 62% | 5677 | 7896 | 72% | PRECINCT WAYNE - ABX | 484 | 387 | 80% | 75% | 6064 | 8380 | 72% | PRECINCT HOWARD E - ACC | 500 | 350 | 70% | 71% | 6414 | 8880 | 72% | PRECINCT LIBERTY B - ABH | 521 | 393 | 75% | 72% | 6807 | 9401 | 72% | PRECINCT CLINTON B - AAU | 509 | 369 | 72% | 61% | 7176 | 9910 | 72% | PRECINCT MOUNT VERNON 4-A - AAK | 508 | 308 | 61% | 64% | 7484 | 10418 | 72% | PRECINCT MONROE B - ABM | 527 | 366 | 69% | 73% | 7850 | 10945 | 72% | PRECINCT MORGAN - ABN | 541 | 423 | 78% | 76% | 8273 | 11486 | 72% | PRECINCT CLINTON C - AAV | 538 | 375 | 70% | 71% | 8648 | 12024 | 72% | PRECINCT MILLER - ABK | 548 | 451 | 82% | 78% | 9099 | 12572 | 72% | PRECINCT MOUNT VERNON 1-A - AAA | 549 | 318 | 58% | 70% | 9417 | 13121 | 72% | PRECINCT UNION-GANN - ABU | 559 | 467 | 84% | 68% | 9884 | 13680 | 72% | PRECINCT MONROE A - ABL | 559 | 413 | 74% | 71% | 10297 | 14239 | 72% | PRECINCT MOUNT VERNON 3-C - AAJ | 557 | 371 | 67% | 61% | 10668 | 14796 | 72% | PRECINCT CLAY-MARTINSBURG - AAS | 568 | 469 | 83% | 68% | 11137 | 15364 | 72% | PRECINCT MOUNT VERNON 1-C - AAC | 556 | 389 | 70% | 64% | 11526 | 15920 | 72% | PRECINCT MORRIS B - ABP | 589 | 432 | 73% | 68% | 11958 | 16509 | 72% | PRECINCT MOUNT VERNON 2-C - AAG | 568 | 369 | 65% | 50% | 12327 | 17077 | 72% | PRECINCT MOUNT VERNON 3-B - AAI | 604 | 359 | 59% | 74% | 12686 | 17681 | 72% | PRECINCT HILLIAR B - ACB | 601 | 481 | 80% | 77% | 13167 | 18282 | 72% | PRECINCT MOUNT VERNON 4-B - AAL | 651 | 444 | 68% | 61% | 13611 | 18933 | 72% | PRECINCT PIKE - ABQ | 659 | 556 | 84% | 75% | 14167 | 19592 | 72% | PRECINCT CENTERBURG - AAZ | 663 | 478 | 72% | 65% | 14645 | 20255 | 72% | PRECINCT BROWN - AAQ | 703 | 535 | 76% | 70% | 15180 | 20958 | 72% | PRECINCT MOUNT VERNON 3-A - AAH | 736 | 462 | 63% | 61% | 15642 | 21694 | 72% | PRECINCT HOWARD D - ABE | 881 | 620 | 70% | 74% | 16262 | 22575 | 72% | PRECINCT HOWARD C - ABD | 890 | 636 | 71% | 74% | 16898 | 23465 | 72% | PRECINCT BERLIN - AAO | 922 | 738 | 80% | 78% | 17636 | 24387 | 72% | PRECINCT PLEASANT - ABR | 930 | 684 | 74% | 76% | 18320 | 25317 | 72% | PRECINCT MILFORD - ACD | 977 | 741 | 76% | 76% | 19061 | 26294 | 72% | PRECINCT GAMBIER A - AAX | 1008 | 70 | 7% | 52% | 19131 | 27302 | 70% |
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Hillary Clinton (D): Percent of votes: 29.93%, Total votes: 8171 out of 27302
Data
Precinct | Total Votes |
Votes | Percent | Turnout | Cumulative | Cumulative Total | Cumulative Pct | PRECINCT COLLEGE - AAW | 186 | 84 | 45% | 68% | 84 | 186 | 45% | PRECINCT FREDERICKTOWN A - ABV | 196 | 61 | 31% | 68% | 145 | 382 | 38% | PRECINCT MOUNT VERNON 2-B - AAF | 254 | 71 | 28% | 50% | 216 | 636 | 34% | PRECINCT JEFFERSON - ABG | 274 | 50 | 18% | 71% | 266 | 910 | 29% | PRECINCT CLINTON A - AAT | 287 | 79 | 28% | 82% | 345 | 1197 | 29% | PRECINCT BUTLER - AAR | 324 | 46 | 14% | 65% | 391 | 1521 | 26% | PRECINCT DANVILLE - ABT | 356 | 92 | 26% | 61% | 483 | 1877 | 26% | PRECINCT HARRISON - AAY | 395 | 97 | 25% | 76% | 580 | 2272 | 26% | PRECINCT GAMBIER B - ACG | 415 | 392 | 94% | 43% | 972 | 2687 | 36% | PRECINCT HOWARD A - ABB | 424 | 106 | 25% | 73% | 1078 | 3111 | 35% | PRECINCT MOUNT VERNON 1-B - AAB | 416 | 155 | 37% | 63% | 1233 | 3527 | 35% | PRECINCT MOUNT VERNON 4-C - AAM | 420 | 139 | 33% | 55% | 1372 | 3947 | 35% | PRECINCT LIBERTY A - ABZ | 419 | 77 | 18% | 76% | 1449 | 4366 | 33% | PRECINCT HOWARD B - ABC | 432 | 74 | 17% | 74% | 1523 | 4798 | 32% | PRECINCT MOUNT VERNON 2-A - AAE | 421 | 148 | 35% | 50% | 1671 | 5219 | 32% | PRECINCT FREDERICKTOWN C - ACA | 428 | 124 | 29% | 65% | 1795 | 5647 | 32% | PRECINCT MIDDLEBURY - ABI | 446 | 71 | 16% | 69% | 1866 | 6093 | 31% | PRECINCT JACKSON - ABF | 454 | 55 | 12% | 74% | 1921 | 6547 | 29% | PRECINCT HILLIAR A - ABA | 444 | 91 | 20% | 72% | 2012 | 6991 | 29% | PRECINCT MORRIS A - ABO | 447 | 103 | 23% | 79% | 2115 | 7438 | 28% | PRECINCT FREDERICKTOWN B - ABW | 458 | 104 | 23% | 62% | 2219 | 7896 | 28% | PRECINCT WAYNE - ABX | 484 | 97 | 20% | 75% | 2316 | 8380 | 28% | PRECINCT HOWARD E - ACC | 500 | 150 | 30% | 71% | 2466 | 8880 | 28% | PRECINCT LIBERTY B - ABH | 521 | 128 | 25% | 72% | 2594 | 9401 | 28% | PRECINCT CLINTON B - AAU | 509 | 140 | 28% | 61% | 2734 | 9910 | 28% | PRECINCT MOUNT VERNON 4-A - AAK | 508 | 200 | 39% | 64% | 2934 | 10418 | 28% | PRECINCT MONROE B - ABM | 527 | 161 | 31% | 73% | 3095 | 10945 | 28% | PRECINCT MORGAN - ABN | 541 | 118 | 22% | 76% | 3213 | 11486 | 28% | PRECINCT CLINTON C - AAV | 538 | 163 | 30% | 71% | 3376 | 12024 | 28% | PRECINCT MILLER - ABK | 548 | 97 | 18% | 78% | 3473 | 12572 | 28% | PRECINCT MOUNT VERNON 1-A - AAA | 549 | 231 | 42% | 70% | 3704 | 13121 | 28% | PRECINCT UNION-GANN - ABU | 559 | 92 | 16% | 68% | 3796 | 13680 | 28% | PRECINCT MONROE A - ABL | 559 | 146 | 26% | 71% | 3942 | 14239 | 28% | PRECINCT MOUNT VERNON 3-C - AAJ | 557 | 186 | 33% | 61% | 4128 | 14796 | 28% | PRECINCT CLAY-MARTINSBURG - AAS | 568 | 99 | 17% | 68% | 4227 | 15364 | 28% | PRECINCT MOUNT VERNON 1-C - AAC | 556 | 167 | 30% | 64% | 4394 | 15920 | 28% | PRECINCT MORRIS B - ABP | 589 | 157 | 27% | 68% | 4551 | 16509 | 28% | PRECINCT MOUNT VERNON 2-C - AAG | 568 | 199 | 35% | 50% | 4750 | 17077 | 28% | PRECINCT MOUNT VERNON 3-B - AAI | 604 | 245 | 41% | 74% | 4995 | 17681 | 28% | PRECINCT HILLIAR B - ACB | 601 | 120 | 20% | 77% | 5115 | 18282 | 28% | PRECINCT MOUNT VERNON 4-B - AAL | 651 | 207 | 32% | 61% | 5322 | 18933 | 28% | PRECINCT PIKE - ABQ | 659 | 103 | 16% | 75% | 5425 | 19592 | 28% | PRECINCT CENTERBURG - AAZ | 663 | 185 | 28% | 65% | 5610 | 20255 | 28% | PRECINCT BROWN - AAQ | 703 | 168 | 24% | 70% | 5778 | 20958 | 28% | PRECINCT MOUNT VERNON 3-A - AAH | 736 | 274 | 37% | 61% | 6052 | 21694 | 28% | PRECINCT HOWARD D - ABE | 881 | 261 | 30% | 74% | 6313 | 22575 | 28% | PRECINCT HOWARD C - ABD | 890 | 254 | 29% | 74% | 6567 | 23465 | 28% | PRECINCT BERLIN - AAO | 922 | 184 | 20% | 78% | 6751 | 24387 | 28% | PRECINCT PLEASANT - ABR | 930 | 246 | 26% | 76% | 6997 | 25317 | 28% | PRECINCT MILFORD - ACD | 977 | 236 | 24% | 76% | 7233 | 26294 | 28% | PRECINCT GAMBIER A - AAX | 1008 | 938 | 93% | 52% | 8171 | 27302 | 30% |
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