Ohio
ALL votes from Clark County.
Precincts added in order of number of votes.
Voters: 58,533 Precincts (polling places): 90 Average voters per precinct: 650 Votes in median precinct: 646Voting Machine:
deltaM = 14.3%deltaMxV = 8,378
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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% | 11.1% | 27.8% |
2 | 17.6% | 17.8% | 40% |
3 | 12.5% | 16.7% | 21.1% |
4 | 9.7% | 21.1% | 6.7% |
5 | 7.9% | 13.3% | 0% |
6 | 6.7% | 11.1% | 2.2% |
7 | 5.8% | 6.7% | 1.1% |
8 | 5.1% | 1.1% | 1.1% |
9 | 4.6% | 1.1% | 0% |
Detailed Data
Download graph dataDonald J. Trump (R): Percent of votes: 60.15%, Total votes: 35205 out of 58533
Data
Precinct | Total Votes |
Votes | Percent | Turnout | Cumulative | Cumulative Total | Cumulative Pct | PRECINCT CITY 14 - ACR | 185 | 115 | 62% | 63% | 115 | 185 | 62% | PRECINCT MFLD 1 - AEV | 324 | 211 | 65% | 80% | 326 | 509 | 64% | PRECINCT CITY 19 - AAH | 320 | 155 | 48% | 47% | 481 | 829 | 58% | PRECINCT CITY 17 - ACM | 338 | 134 | 40% | 31% | 615 | 1167 | 53% | PRECINCT CITY 23 - AAL | 345 | 204 | 59% | 56% | 819 | 1512 | 54% | PRECINCT CITY 20 - AAI | 388 | 174 | 45% | 54% | 993 | 1900 | 52% | PRECINCT CITY 25 - ABD | 413 | 103 | 25% | 35% | 1096 | 2313 | 47% | PRECINCT CITY 21 - AAJ | 431 | 248 | 58% | 64% | 1344 | 2744 | 49% | PRECINCT T-5 - AGA | 459 | 305 | 66% | 77% | 1649 | 3203 | 51% | PRECINCT CITY 22 - AAK | 453 | 274 | 60% | 61% | 1923 | 3656 | 53% | PRECINCT CHAS TWP - AEF | 464 | 379 | 82% | 77% | 2302 | 4120 | 56% | PRECINCT MR-3 - AEN | 466 | 324 | 70% | 74% | 2626 | 4586 | 57% | PRECINCT MR-4 - AEP | 473 | 346 | 73% | 73% | 2972 | 5059 | 59% | PRECINCT CITY 24 - ABE | 468 | 155 | 33% | 45% | 3127 | 5527 | 57% | PRECINCT CITY 5 - AAO | 474 | 198 | 42% | 41% | 3325 | 6001 | 55% | PRECINCT GERM 5 - ADS | 486 | 336 | 69% | 73% | 3661 | 6487 | 56% | PRECINCT CITY 3 - AAR | 483 | 235 | 49% | 59% | 3896 | 6970 | 56% | PRECINCT CITY 16 - ACN | 490 | 215 | 44% | 42% | 4111 | 7460 | 55% | PRECINCT CITY 33 - ABX | 482 | 268 | 56% | 76% | 4379 | 7942 | 55% | PRECINCT MFLD 7 - AFF | 501 | 348 | 69% | 76% | 4727 | 8443 | 56% | PRECINCT CITY 15 - ACO | 490 | 273 | 56% | 56% | 5000 | 8933 | 56% | PRECINCT BETH 1 - ADF | 505 | 355 | 70% | 65% | 5355 | 9438 | 57% | PRECINCT CITY 28 - ABG | 509 | 261 | 51% | 71% | 5616 | 9947 | 56% | PRECINCT CITY 18 - AAG | 501 | 214 | 43% | 42% | 5830 | 10448 | 56% | PRECINCT CITY 6 - AAQ | 519 | 162 | 31% | 42% | 5992 | 10967 | 55% | PRECINCT CITY 35 - ACA | 523 | 241 | 46% | 61% | 6233 | 11490 | 54% | PRECINCT MFLD 10 - AEY | 521 | 319 | 61% | 71% | 6552 | 12011 | 55% | PRECINCT CITY 36 - ACB | 528 | 256 | 48% | 62% | 6808 | 12539 | 54% | PRECINCT CITY 2 - AAS | 526 | 293 | 56% | 60% | 7101 | 13065 | 54% | PRECINCT CITY 12 - ACV | 547 | 72 | 13% | 63% | 7173 | 13612 | 53% | PRECINCT CITY 27 - ABH | 533 | 232 | 44% | 73% | 7405 | 14145 | 52% | PRECINCT BETH 7 - ADA | 548 | 423 | 77% | 80% | 7828 | 14693 | 53% | PRECINCT CITY 13 - ACT | 561 | 91 | 16% | 53% | 7919 | 15254 | 52% | PRECINCT CITY 7 - ACI | 565 | 85 | 15% | 44% | 8004 | 15819 | 51% | PRECINCT BETH 6 - ADK | 564 | 418 | 74% | 72% | 8422 | 16383 | 51% | PRECINCT CITY 29 - ABF | 569 | 243 | 43% | 55% | 8665 | 16952 | 51% | PRECINCT MFLD 8 - AFG | 590 | 362 | 61% | 68% | 9027 | 17542 | 51% | PRECINCT BETH 3 - ADH | 599 | 418 | 70% | 72% | 9445 | 18141 | 52% | PRECINCT MFLD 4 - AEU | 609 | 461 | 76% | 76% | 9906 | 18750 | 53% | PRECINCT CITY 9 - ACG | 603 | 128 | 21% | 44% | 10034 | 19353 | 52% | PRECINCT CITY 32 - ABK | 626 | 299 | 48% | 69% | 10333 | 19979 | 52% | PRECINCT GREE 1 - ADV | 616 | 413 | 67% | 76% | 10746 | 20595 | 52% | PRECINCT T-2 - AFW | 629 | 407 | 65% | 77% | 11153 | 21224 | 53% | PRECINCT CITY 30 - ABJ | 627 | 307 | 49% | 58% | 11460 | 21851 | 52% | PRECINCT BETH 4 - ADI | 646 | 461 | 71% | 77% | 11921 | 22497 | 53% | PRECINCT T-1 - AFO | 658 | 466 | 71% | 78% | 12387 | 23155 | 53% | PRECINCT ENON 1 - AEG | 647 | 434 | 67% | 74% | 12821 | 23802 | 54% | PRECINCT BETH 2 - ADG | 657 | 452 | 69% | 63% | 13273 | 24459 | 54% | PRECINCT BETH 5 - ADJ | 670 | 498 | 74% | 77% | 13771 | 25129 | 55% | PRECINCT CITY 34 - ABZ | 686 | 376 | 55% | 78% | 14147 | 25815 | 55% | PRECINCT CITY 10 - ACU | 695 | 60 | 9% | 56% | 14207 | 26510 | 54% | PRECINCT CITY 4 - AAP | 683 | 305 | 45% | 53% | 14512 | 27193 | 53% | PRECINCT MFLD 5 - AFD | 689 | 502 | 73% | 77% | 15014 | 27882 | 54% | PRECINCT MFLD 6 - AFE | 698 | 441 | 63% | 80% | 15455 | 28580 | 54% | PRECINCT CARL 1 - AAA | 688 | 442 | 64% | 58% | 15897 | 29268 | 54% | PRECINCT GERM 1 - ADM | 708 | 509 | 72% | 81% | 16406 | 29976 | 55% | PRECINCT CITY 26 - ABC | 703 | 374 | 53% | 76% | 16780 | 30679 | 55% | PRECINCT CARL 3 - AAE | 695 | 500 | 72% | 61% | 17280 | 31374 | 55% | PRECINCT BETH 9 - ADD | 695 | 490 | 71% | 61% | 17770 | 32069 | 55% | PRECINCT CITY 1 - AAT | 698 | 373 | 53% | 64% | 18143 | 32767 | 55% | PRECINCT GERM 3 - ADP | 701 | 459 | 65% | 72% | 18602 | 33468 | 56% | PRECINCT CITY 8 - ACH | 710 | 110 | 15% | 57% | 18712 | 34178 | 55% | PRECINCT CARL 2 - AAB | 709 | 462 | 65% | 71% | 19174 | 34887 | 55% | PRECINCT T-8 - AFQ | 714 | 462 | 65% | 76% | 19636 | 35601 | 55% | PRECINCT CHAS 1 - AED | 721 | 511 | 71% | 67% | 20147 | 36322 | 55% | PRECINCT PLES 2 - AFM | 727 | 533 | 73% | 74% | 20680 | 37049 | 56% | PRECINCT BETH 8 - ADB | 745 | 522 | 70% | 62% | 21202 | 37794 | 56% | PRECINCT CITY 31 - ABI | 744 | 363 | 49% | 74% | 21565 | 38538 | 56% | PRECINCT MR-1 - AEK | 737 | 526 | 71% | 66% | 22091 | 39275 | 56% | PRECINCT HARM 2 - AEB | 756 | 563 | 74% | 75% | 22654 | 40031 | 57% | PRECINCT CITY 37 - ACC | 760 | 482 | 63% | 70% | 23136 | 40791 | 57% | PRECINCT ENON 2 - AEI | 762 | 538 | 71% | 76% | 23674 | 41553 | 57% | PRECINCT MFLD 3 - AFB | 768 | 488 | 64% | 71% | 24162 | 42321 | 57% | PRECINCT PLES 1 - AFL | 784 | 589 | 75% | 69% | 24751 | 43105 | 57% | PRECINCT T-3 - AGD | 839 | 540 | 64% | 68% | 25291 | 43944 | 58% | PRECINCT MR-6 - AER | 870 | 639 | 73% | 73% | 25930 | 44814 | 58% | PRECINCT PIKE 1 - AFH | 900 | 707 | 79% | 73% | 26637 | 45714 | 58% | PRECINCT GREE 2 - ADW | 931 | 644 | 69% | 80% | 27281 | 46645 | 58% | PRECINCT MR-5 - AEQ | 922 | 606 | 66% | 78% | 27887 | 47567 | 59% | PRECINCT GERM 4 - ADQ | 936 | 703 | 75% | 73% | 28590 | 48503 | 59% | PRECINCT PIKE 2 - UAF | 945 | 710 | 75% | 73% | 29300 | 49448 | 59% | PRECINCT MR-2 - AEM | 936 | 666 | 71% | 76% | 29966 | 50384 | 59% | PRECINCT T-4 - AFX | 947 | 629 | 66% | 70% | 30595 | 51331 | 60% | PRECINCT GERM 2 - ADN | 961 | 636 | 66% | 71% | 31231 | 52292 | 60% | PRECINCT T-7 - AFP | 952 | 538 | 57% | 61% | 31769 | 53244 | 60% | PRECINCT HARM 1 - ADZ | 996 | 691 | 69% | 72% | 32460 | 54240 | 60% | PRECINCT T-6 - AGB | 1042 | 710 | 68% | 76% | 33170 | 55282 | 60% | PRECINCT MFLD 2 - AFA | 1081 | 730 | 68% | 80% | 33900 | 56363 | 60% | PRECINCT MFLD 9 - AEW | 1059 | 675 | 64% | 76% | 34575 | 57422 | 60% | PRECINCT CITY 11 - AGE | 1111 | 630 | 57% | 74% | 35205 | 58533 | 60% |
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Hillary Clinton (D): Percent of votes: 39.85%, Total votes: 23328 out of 58533
Data
Precinct | Total Votes |
Votes | Percent | Turnout | Cumulative | Cumulative Total | Cumulative Pct | PRECINCT CITY 14 - ACR | 185 | 70 | 38% | 63% | 70 | 185 | 38% | PRECINCT MFLD 1 - AEV | 324 | 113 | 35% | 80% | 183 | 509 | 36% | PRECINCT CITY 19 - AAH | 320 | 165 | 52% | 47% | 348 | 829 | 42% | PRECINCT CITY 17 - ACM | 338 | 204 | 60% | 31% | 552 | 1167 | 47% | PRECINCT CITY 23 - AAL | 345 | 141 | 41% | 56% | 693 | 1512 | 46% | PRECINCT CITY 20 - AAI | 388 | 214 | 55% | 54% | 907 | 1900 | 48% | PRECINCT CITY 25 - ABD | 413 | 310 | 75% | 35% | 1217 | 2313 | 53% | PRECINCT CITY 21 - AAJ | 431 | 183 | 42% | 64% | 1400 | 2744 | 51% | PRECINCT T-5 - AGA | 459 | 154 | 34% | 77% | 1554 | 3203 | 49% | PRECINCT CITY 22 - AAK | 453 | 179 | 40% | 61% | 1733 | 3656 | 47% | PRECINCT CHAS TWP - AEF | 464 | 85 | 18% | 77% | 1818 | 4120 | 44% | PRECINCT MR-3 - AEN | 466 | 142 | 30% | 74% | 1960 | 4586 | 43% | PRECINCT MR-4 - AEP | 473 | 127 | 27% | 73% | 2087 | 5059 | 41% | PRECINCT CITY 24 - ABE | 468 | 313 | 67% | 45% | 2400 | 5527 | 43% | PRECINCT CITY 5 - AAO | 474 | 276 | 58% | 41% | 2676 | 6001 | 45% | PRECINCT GERM 5 - ADS | 486 | 150 | 31% | 73% | 2826 | 6487 | 44% | PRECINCT CITY 3 - AAR | 483 | 248 | 51% | 59% | 3074 | 6970 | 44% | PRECINCT CITY 16 - ACN | 490 | 275 | 56% | 42% | 3349 | 7460 | 45% | PRECINCT CITY 33 - ABX | 482 | 214 | 44% | 76% | 3563 | 7942 | 45% | PRECINCT MFLD 7 - AFF | 501 | 153 | 31% | 76% | 3716 | 8443 | 44% | PRECINCT CITY 15 - ACO | 490 | 217 | 44% | 56% | 3933 | 8933 | 44% | PRECINCT BETH 1 - ADF | 505 | 150 | 30% | 65% | 4083 | 9438 | 43% | PRECINCT CITY 28 - ABG | 509 | 248 | 49% | 71% | 4331 | 9947 | 44% | PRECINCT CITY 18 - AAG | 501 | 287 | 57% | 42% | 4618 | 10448 | 44% | PRECINCT CITY 6 - AAQ | 519 | 357 | 69% | 42% | 4975 | 10967 | 45% | PRECINCT CITY 35 - ACA | 523 | 282 | 54% | 61% | 5257 | 11490 | 46% | PRECINCT MFLD 10 - AEY | 521 | 202 | 39% | 71% | 5459 | 12011 | 45% | PRECINCT CITY 36 - ACB | 528 | 272 | 52% | 62% | 5731 | 12539 | 46% | PRECINCT CITY 2 - AAS | 526 | 233 | 44% | 60% | 5964 | 13065 | 46% | PRECINCT CITY 12 - ACV | 547 | 475 | 87% | 63% | 6439 | 13612 | 47% | PRECINCT CITY 27 - ABH | 533 | 301 | 56% | 73% | 6740 | 14145 | 48% | PRECINCT BETH 7 - ADA | 548 | 125 | 23% | 80% | 6865 | 14693 | 47% | PRECINCT CITY 13 - ACT | 561 | 470 | 84% | 53% | 7335 | 15254 | 48% | PRECINCT CITY 7 - ACI | 565 | 480 | 85% | 44% | 7815 | 15819 | 49% | PRECINCT BETH 6 - ADK | 564 | 146 | 26% | 72% | 7961 | 16383 | 49% | PRECINCT CITY 29 - ABF | 569 | 326 | 57% | 55% | 8287 | 16952 | 49% | PRECINCT MFLD 8 - AFG | 590 | 228 | 39% | 68% | 8515 | 17542 | 49% | PRECINCT BETH 3 - ADH | 599 | 181 | 30% | 72% | 8696 | 18141 | 48% | PRECINCT MFLD 4 - AEU | 609 | 148 | 24% | 76% | 8844 | 18750 | 47% | PRECINCT CITY 9 - ACG | 603 | 475 | 79% | 44% | 9319 | 19353 | 48% | PRECINCT CITY 32 - ABK | 626 | 327 | 52% | 69% | 9646 | 19979 | 48% | PRECINCT GREE 1 - ADV | 616 | 203 | 33% | 76% | 9849 | 20595 | 48% | PRECINCT T-2 - AFW | 629 | 222 | 35% | 77% | 10071 | 21224 | 47% | PRECINCT CITY 30 - ABJ | 627 | 320 | 51% | 58% | 10391 | 21851 | 48% | PRECINCT BETH 4 - ADI | 646 | 185 | 29% | 77% | 10576 | 22497 | 47% | PRECINCT T-1 - AFO | 658 | 192 | 29% | 78% | 10768 | 23155 | 47% | PRECINCT ENON 1 - AEG | 647 | 213 | 33% | 74% | 10981 | 23802 | 46% | PRECINCT BETH 2 - ADG | 657 | 205 | 31% | 63% | 11186 | 24459 | 46% | PRECINCT BETH 5 - ADJ | 670 | 172 | 26% | 77% | 11358 | 25129 | 45% | PRECINCT CITY 34 - ABZ | 686 | 310 | 45% | 78% | 11668 | 25815 | 45% | PRECINCT CITY 10 - ACU | 695 | 635 | 91% | 56% | 12303 | 26510 | 46% | PRECINCT CITY 4 - AAP | 683 | 378 | 55% | 53% | 12681 | 27193 | 47% | PRECINCT MFLD 5 - AFD | 689 | 187 | 27% | 77% | 12868 | 27882 | 46% | PRECINCT MFLD 6 - AFE | 698 | 257 | 37% | 80% | 13125 | 28580 | 46% | PRECINCT CARL 1 - AAA | 688 | 246 | 36% | 58% | 13371 | 29268 | 46% | PRECINCT GERM 1 - ADM | 708 | 199 | 28% | 81% | 13570 | 29976 | 45% | PRECINCT CITY 26 - ABC | 703 | 329 | 47% | 76% | 13899 | 30679 | 45% | PRECINCT CARL 3 - AAE | 695 | 195 | 28% | 61% | 14094 | 31374 | 45% | PRECINCT BETH 9 - ADD | 695 | 205 | 29% | 61% | 14299 | 32069 | 45% | PRECINCT CITY 1 - AAT | 698 | 325 | 47% | 64% | 14624 | 32767 | 45% | PRECINCT GERM 3 - ADP | 701 | 242 | 35% | 72% | 14866 | 33468 | 44% | PRECINCT CITY 8 - ACH | 710 | 600 | 85% | 57% | 15466 | 34178 | 45% | PRECINCT CARL 2 - AAB | 709 | 247 | 35% | 71% | 15713 | 34887 | 45% | PRECINCT T-8 - AFQ | 714 | 252 | 35% | 76% | 15965 | 35601 | 45% | PRECINCT CHAS 1 - AED | 721 | 210 | 29% | 67% | 16175 | 36322 | 45% | PRECINCT PLES 2 - AFM | 727 | 194 | 27% | 74% | 16369 | 37049 | 44% | PRECINCT BETH 8 - ADB | 745 | 223 | 30% | 62% | 16592 | 37794 | 44% | PRECINCT CITY 31 - ABI | 744 | 381 | 51% | 74% | 16973 | 38538 | 44% | PRECINCT MR-1 - AEK | 737 | 211 | 29% | 66% | 17184 | 39275 | 44% | PRECINCT HARM 2 - AEB | 756 | 193 | 26% | 75% | 17377 | 40031 | 43% | PRECINCT CITY 37 - ACC | 760 | 278 | 37% | 70% | 17655 | 40791 | 43% | PRECINCT ENON 2 - AEI | 762 | 224 | 29% | 76% | 17879 | 41553 | 43% | PRECINCT MFLD 3 - AFB | 768 | 280 | 36% | 71% | 18159 | 42321 | 43% | PRECINCT PLES 1 - AFL | 784 | 195 | 25% | 69% | 18354 | 43105 | 43% | PRECINCT T-3 - AGD | 839 | 299 | 36% | 68% | 18653 | 43944 | 42% | PRECINCT MR-6 - AER | 870 | 231 | 27% | 73% | 18884 | 44814 | 42% | PRECINCT PIKE 1 - AFH | 900 | 193 | 21% | 73% | 19077 | 45714 | 42% | PRECINCT GREE 2 - ADW | 931 | 287 | 31% | 80% | 19364 | 46645 | 42% | PRECINCT MR-5 - AEQ | 922 | 316 | 34% | 78% | 19680 | 47567 | 41% | PRECINCT GERM 4 - ADQ | 936 | 233 | 25% | 73% | 19913 | 48503 | 41% | PRECINCT PIKE 2 - UAF | 945 | 235 | 25% | 73% | 20148 | 49448 | 41% | PRECINCT MR-2 - AEM | 936 | 270 | 29% | 76% | 20418 | 50384 | 41% | PRECINCT T-4 - AFX | 947 | 318 | 34% | 70% | 20736 | 51331 | 40% | PRECINCT GERM 2 - ADN | 961 | 325 | 34% | 71% | 21061 | 52292 | 40% | PRECINCT T-7 - AFP | 952 | 414 | 43% | 61% | 21475 | 53244 | 40% | PRECINCT HARM 1 - ADZ | 996 | 305 | 31% | 72% | 21780 | 54240 | 40% | PRECINCT T-6 - AGB | 1042 | 332 | 32% | 76% | 22112 | 55282 | 40% | PRECINCT MFLD 2 - AFA | 1081 | 351 | 32% | 80% | 22463 | 56363 | 40% | PRECINCT MFLD 9 - AEW | 1059 | 384 | 36% | 76% | 22847 | 57422 | 40% | PRECINCT CITY 11 - AGE | 1111 | 481 | 43% | 74% | 23328 | 58533 | 40% |
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