Ohio
ALL votes from Geauga County.
Precincts added in order of number of votes.
Voters: 47,796 Precincts (polling places): 78 Average voters per precinct: 613 Votes in median precinct: 624Voting Machine:
deltaM = -5.7%deltaMxV = -2,743
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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% | 1.3% | 33.3% |
2 | 17.6% | 12.8% | 41% |
3 | 12.5% | 41% | 16.7% |
4 | 9.7% | 33.3% | 3.8% |
5 | 7.9% | 11.5% | 1.3% |
6 | 6.7% | 0% | 0% |
7 | 5.8% | 0% | 0% |
8 | 5.1% | 0% | 1.3% |
9 | 4.6% | 0% | 2.6% |
Detailed Data
Download graph dataDonald J. Trump (R): Percent of votes: 63.24%, Total votes: 30227 out of 47796
Data
Precinct | Total Votes |
Votes | Percent | Turnout | Cumulative | Cumulative Total | Cumulative Pct | 069 HUNTING VALLEY VILL - ACQ | 93 | 52 | 56% | 74% | 52 | 93 | 56% | 036 AQUILLA VILLAGE - ABJ | 153 | 107 | 70% | 67% | 159 | 246 | 65% | 039 CLARIDON TWP C - ABM | 326 | 212 | 65% | 68% | 371 | 572 | 65% | 017 BURTON TWP B - AAQ | 336 | 227 | 68% | 73% | 598 | 908 | 66% | 045 HUNTSBURG TWP B - ABS | 336 | 254 | 76% | 58% | 852 | 1244 | 68% | 049 MIDDLEFIELD TWP B - ABW | 397 | 301 | 76% | 51% | 1153 | 1641 | 70% | 055 MUNSON TWP D - ACC | 415 | 266 | 64% | 79% | 1419 | 2056 | 69% | 063 PARKMAN TWP A - ACK | 429 | 333 | 78% | 48% | 1752 | 2485 | 71% | 060 NEWBURY TWP C - ACH | 423 | 281 | 66% | 63% | 2033 | 2908 | 70% | 077 TROY TWP A1 - ACY | 436 | 298 | 68% | 71% | 2331 | 3344 | 70% | 016 BURTON TWP A - AAP | 452 | 332 | 73% | 79% | 2663 | 3796 | 70% | 027 CHESTER TWP A - ABA | 479 | 320 | 67% | 78% | 2983 | 4275 | 70% | 048 MIDDLEFIELD TWP A - ABV | 469 | 368 | 78% | 57% | 3351 | 4744 | 71% | 037 CLARIDON TWP A - ABK | 475 | 357 | 75% | 77% | 3708 | 5219 | 71% | 041 HAMBDEN TWP B - ABO | 479 | 343 | 72% | 77% | 4051 | 5698 | 71% | 068 SOUTH RUSSELL VILL D - ACP | 494 | 260 | 53% | 78% | 4311 | 6192 | 70% | 024 CHARDON TWP B1 - AAX | 494 | 328 | 66% | 78% | 4639 | 6686 | 69% | 018 BURTON TWP C - AAR | 498 | 364 | 73% | 72% | 5003 | 7184 | 70% | 051 MONTVILLE TWP B - ABY | 509 | 396 | 78% | 74% | 5399 | 7693 | 70% | 076 THOMPSON TWP B - ACX | 514 | 339 | 66% | 68% | 5738 | 8207 | 70% | 073 RUSSELL TWP D1 - ACU | 512 | 268 | 52% | 76% | 6006 | 8719 | 69% | 062 NEWBURY TWP E1 - ACJ | 524 | 378 | 72% | 75% | 6384 | 9243 | 69% | 066 SOUTH RUSSELL VILL B - ACN | 533 | 257 | 48% | 76% | 6641 | 9776 | 68% | 021 CHARDON CITY C - AAU | 527 | 326 | 62% | 67% | 6967 | 10303 | 68% | 020 CHARDON CITY B - AAT | 537 | 323 | 60% | 71% | 7290 | 10840 | 67% | 075 THOMPSON TWP A - ACW | 536 | 384 | 72% | 75% | 7674 | 11376 | 67% | 078 TROY TWP B - ACZ | 557 | 368 | 66% | 72% | 8042 | 11933 | 67% | 050 MONTVILLE TWP A - ABX | 556 | 412 | 74% | 75% | 8454 | 12489 | 68% | 059 NEWBURY TWP B - ACG | 562 | 384 | 68% | 77% | 8838 | 13051 | 68% | 014 BAINBRIDGE TWP I - AAN | 566 | 343 | 61% | 76% | 9181 | 13617 | 67% | 047 MIDDLEFIELD VILL B - ABU | 549 | 382 | 70% | 62% | 9563 | 14166 | 68% | 064 PARKMAN TWP B - ACL | 553 | 397 | 72% | 60% | 9960 | 14719 | 68% | 032 CHESTER TWP F - ABF | 593 | 356 | 60% | 74% | 10316 | 15312 | 67% | 029 CHESTER TWP C - ABC | 610 | 407 | 67% | 77% | 10723 | 15922 | 67% | 031 CHESTER TWP E - ABE | 625 | 378 | 60% | 77% | 11101 | 16547 | 67% | 034 CHESTER TWP H - ABH | 608 | 375 | 62% | 75% | 11476 | 17155 | 67% | 040 HAMBDEN TWP A - ABN | 633 | 440 | 70% | 77% | 11916 | 17788 | 67% | 019 CHARDON CITY A - AAS | 618 | 368 | 60% | 61% | 12284 | 18406 | 67% | 067 SOUTH RUSSELL VILL C - ACO | 624 | 297 | 48% | 76% | 12581 | 19030 | 66% | 038 CLARIDON TWP B - ABL | 632 | 472 | 75% | 74% | 13053 | 19662 | 66% | 005 AUBURN TWP E - AAE | 643 | 435 | 68% | 74% | 13488 | 20305 | 66% | 044 HUNTSBURG TWP A1 - ABR | 644 | 483 | 75% | 72% | 13971 | 20949 | 67% | 065 SOUTH RUSSELL VILL A - ACM | 651 | 344 | 53% | 73% | 14315 | 21600 | 66% | 030 CHESTER TWP D - ABD | 645 | 400 | 62% | 79% | 14715 | 22245 | 66% | 056 MUNSON TWP E1 - ACD | 675 | 421 | 62% | 78% | 15136 | 22920 | 66% | 042 HAMBDEN TWP C - ABP | 671 | 491 | 73% | 75% | 15627 | 23591 | 66% | 057 MUNSON TWP F1 - ACE | 660 | 386 | 58% | 77% | 16013 | 24251 | 66% | 046 MIDDLEFIELD VILL A - ABT | 669 | 434 | 65% | 74% | 16447 | 24920 | 66% | 015 BURTON VILLAGE - AAO | 653 | 382 | 58% | 67% | 16829 | 25573 | 66% | 011 BAINBRIDGE TWP F - AAK | 676 | 367 | 54% | 76% | 17196 | 26249 | 66% | 071 RUSSELL TWP B - ACS | 674 | 409 | 61% | 77% | 17605 | 26923 | 65% | 043 HAMBDEN TWP D - ABQ | 672 | 484 | 72% | 71% | 18089 | 27595 | 66% | 061 NEWBURY TWP D - ACI | 700 | 446 | 64% | 75% | 18535 | 28295 | 66% | 053 MUNSON TWP B - ACA | 722 | 483 | 67% | 78% | 19018 | 29017 | 66% | 008 BAINBRIDGE TWP C - AAH | 724 | 382 | 53% | 78% | 19400 | 29741 | 65% | 002 AUBURN TWP B - AAB | 717 | 473 | 66% | 79% | 19873 | 30458 | 65% | 026 CHARDON TWP D - AAZ | 722 | 482 | 67% | 76% | 20355 | 31180 | 65% | 028 CHESTER TWP B - ABB | 725 | 451 | 62% | 77% | 20806 | 31905 | 65% | 070 RUSSELL TWP A - ACR | 737 | 442 | 60% | 81% | 21248 | 32642 | 65% | 074 RUSSELL TWP E - ACV | 729 | 403 | 55% | 75% | 21651 | 33371 | 65% | 035 CHESTER TWP I - ABI | 740 | 480 | 65% | 78% | 22131 | 34111 | 65% | 052 MUNSON TWP A - ABZ | 743 | 490 | 66% | 79% | 22621 | 34854 | 65% | 054 MUNSON TWP C - ACB | 738 | 512 | 69% | 80% | 23133 | 35592 | 65% | 003 AUBURN TWP C - AAC | 742 | 488 | 66% | 76% | 23621 | 36334 | 65% | 025 CHARDON TWP C - AAY | 735 | 502 | 68% | 77% | 24123 | 37069 | 65% | 013 BAINBRIDGE TWP H - AAM | 750 | 419 | 56% | 78% | 24542 | 37819 | 65% | 072 RUSSELL TWP C - ACT | 762 | 399 | 52% | 77% | 24941 | 38581 | 65% | 010 BAINBRIDGE TWP E - AAJ | 775 | 439 | 57% | 75% | 25380 | 39356 | 64% | 058 NEWBURY TWP A - ACF | 759 | 480 | 63% | 75% | 25860 | 40115 | 64% | 007 BAINBRIDGE TWP B1 - AAG | 790 | 391 | 49% | 74% | 26251 | 40905 | 64% | 023 CHARDON TWP A1 - AAW | 779 | 539 | 69% | 78% | 26790 | 41684 | 64% | 033 CHESTER TWP G - ABG | 807 | 506 | 63% | 79% | 27296 | 42491 | 64% | 012 BAINBRIDGE TWP G - AAL | 831 | 447 | 54% | 78% | 27743 | 43322 | 64% | 004 AUBURN TWP D - AAD | 836 | 548 | 66% | 74% | 28291 | 44158 | 64% | 022 CHARDON CITY D - AAV | 872 | 531 | 61% | 76% | 28822 | 45030 | 64% | 001 AUBURN TWP A - AAA | 886 | 525 | 59% | 78% | 29347 | 45916 | 64% | 006 BAINBRIDGE TWP A1 - AAF | 913 | 314 | 34% | 74% | 29661 | 46829 | 63% | 009 BAINBRIDGE TWP D - AAI | 967 | 566 | 59% | 75% | 30227 | 47796 | 63% |
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Hillary Clinton (D): Percent of votes: 36.76%, Total votes: 17569 out of 47796
Data
Precinct | Total Votes |
Votes | Percent | Turnout | Cumulative | Cumulative Total | Cumulative Pct | 069 HUNTING VALLEY VILL - ACQ | 93 | 41 | 44% | 74% | 41 | 93 | 44% | 036 AQUILLA VILLAGE - ABJ | 153 | 46 | 30% | 67% | 87 | 246 | 35% | 039 CLARIDON TWP C - ABM | 326 | 114 | 35% | 68% | 201 | 572 | 35% | 017 BURTON TWP B - AAQ | 336 | 109 | 32% | 73% | 310 | 908 | 34% | 045 HUNTSBURG TWP B - ABS | 336 | 82 | 24% | 58% | 392 | 1244 | 32% | 049 MIDDLEFIELD TWP B - ABW | 397 | 96 | 24% | 51% | 488 | 1641 | 30% | 055 MUNSON TWP D - ACC | 415 | 149 | 36% | 79% | 637 | 2056 | 31% | 063 PARKMAN TWP A - ACK | 429 | 96 | 22% | 48% | 733 | 2485 | 29% | 060 NEWBURY TWP C - ACH | 423 | 142 | 34% | 63% | 875 | 2908 | 30% | 077 TROY TWP A1 - ACY | 436 | 138 | 32% | 71% | 1013 | 3344 | 30% | 016 BURTON TWP A - AAP | 452 | 120 | 27% | 79% | 1133 | 3796 | 30% | 027 CHESTER TWP A - ABA | 479 | 159 | 33% | 78% | 1292 | 4275 | 30% | 048 MIDDLEFIELD TWP A - ABV | 469 | 101 | 22% | 57% | 1393 | 4744 | 29% | 037 CLARIDON TWP A - ABK | 475 | 118 | 25% | 77% | 1511 | 5219 | 29% | 041 HAMBDEN TWP B - ABO | 479 | 136 | 28% | 77% | 1647 | 5698 | 29% | 068 SOUTH RUSSELL VILL D - ACP | 494 | 234 | 47% | 78% | 1881 | 6192 | 30% | 024 CHARDON TWP B1 - AAX | 494 | 166 | 34% | 78% | 2047 | 6686 | 31% | 018 BURTON TWP C - AAR | 498 | 134 | 27% | 72% | 2181 | 7184 | 30% | 051 MONTVILLE TWP B - ABY | 509 | 113 | 22% | 74% | 2294 | 7693 | 30% | 076 THOMPSON TWP B - ACX | 514 | 175 | 34% | 68% | 2469 | 8207 | 30% | 073 RUSSELL TWP D1 - ACU | 512 | 244 | 48% | 76% | 2713 | 8719 | 31% | 062 NEWBURY TWP E1 - ACJ | 524 | 146 | 28% | 75% | 2859 | 9243 | 31% | 066 SOUTH RUSSELL VILL B - ACN | 533 | 276 | 52% | 76% | 3135 | 9776 | 32% | 021 CHARDON CITY C - AAU | 527 | 201 | 38% | 67% | 3336 | 10303 | 32% | 020 CHARDON CITY B - AAT | 537 | 214 | 40% | 71% | 3550 | 10840 | 33% | 075 THOMPSON TWP A - ACW | 536 | 152 | 28% | 75% | 3702 | 11376 | 33% | 078 TROY TWP B - ACZ | 557 | 189 | 34% | 72% | 3891 | 11933 | 33% | 050 MONTVILLE TWP A - ABX | 556 | 144 | 26% | 75% | 4035 | 12489 | 32% | 059 NEWBURY TWP B - ACG | 562 | 178 | 32% | 77% | 4213 | 13051 | 32% | 014 BAINBRIDGE TWP I - AAN | 566 | 223 | 39% | 76% | 4436 | 13617 | 33% | 047 MIDDLEFIELD VILL B - ABU | 549 | 167 | 30% | 62% | 4603 | 14166 | 32% | 064 PARKMAN TWP B - ACL | 553 | 156 | 28% | 60% | 4759 | 14719 | 32% | 032 CHESTER TWP F - ABF | 593 | 237 | 40% | 74% | 4996 | 15312 | 33% | 029 CHESTER TWP C - ABC | 610 | 203 | 33% | 77% | 5199 | 15922 | 33% | 031 CHESTER TWP E - ABE | 625 | 247 | 40% | 77% | 5446 | 16547 | 33% | 034 CHESTER TWP H - ABH | 608 | 233 | 38% | 75% | 5679 | 17155 | 33% | 040 HAMBDEN TWP A - ABN | 633 | 193 | 30% | 77% | 5872 | 17788 | 33% | 019 CHARDON CITY A - AAS | 618 | 250 | 40% | 61% | 6122 | 18406 | 33% | 067 SOUTH RUSSELL VILL C - ACO | 624 | 327 | 52% | 76% | 6449 | 19030 | 34% | 038 CLARIDON TWP B - ABL | 632 | 160 | 25% | 74% | 6609 | 19662 | 34% | 005 AUBURN TWP E - AAE | 643 | 208 | 32% | 74% | 6817 | 20305 | 34% | 044 HUNTSBURG TWP A1 - ABR | 644 | 161 | 25% | 72% | 6978 | 20949 | 33% | 065 SOUTH RUSSELL VILL A - ACM | 651 | 307 | 47% | 73% | 7285 | 21600 | 34% | 030 CHESTER TWP D - ABD | 645 | 245 | 38% | 79% | 7530 | 22245 | 34% | 056 MUNSON TWP E1 - ACD | 675 | 254 | 38% | 78% | 7784 | 22920 | 34% | 042 HAMBDEN TWP C - ABP | 671 | 180 | 27% | 75% | 7964 | 23591 | 34% | 057 MUNSON TWP F1 - ACE | 660 | 274 | 42% | 77% | 8238 | 24251 | 34% | 046 MIDDLEFIELD VILL A - ABT | 669 | 235 | 35% | 74% | 8473 | 24920 | 34% | 015 BURTON VILLAGE - AAO | 653 | 271 | 42% | 67% | 8744 | 25573 | 34% | 011 BAINBRIDGE TWP F - AAK | 676 | 309 | 46% | 76% | 9053 | 26249 | 34% | 071 RUSSELL TWP B - ACS | 674 | 265 | 39% | 77% | 9318 | 26923 | 35% | 043 HAMBDEN TWP D - ABQ | 672 | 188 | 28% | 71% | 9506 | 27595 | 34% | 061 NEWBURY TWP D - ACI | 700 | 254 | 36% | 75% | 9760 | 28295 | 34% | 053 MUNSON TWP B - ACA | 722 | 239 | 33% | 78% | 9999 | 29017 | 34% | 008 BAINBRIDGE TWP C - AAH | 724 | 342 | 47% | 78% | 10341 | 29741 | 35% | 002 AUBURN TWP B - AAB | 717 | 244 | 34% | 79% | 10585 | 30458 | 35% | 026 CHARDON TWP D - AAZ | 722 | 240 | 33% | 76% | 10825 | 31180 | 35% | 028 CHESTER TWP B - ABB | 725 | 274 | 38% | 77% | 11099 | 31905 | 35% | 070 RUSSELL TWP A - ACR | 737 | 295 | 40% | 81% | 11394 | 32642 | 35% | 074 RUSSELL TWP E - ACV | 729 | 326 | 45% | 75% | 11720 | 33371 | 35% | 035 CHESTER TWP I - ABI | 740 | 260 | 35% | 78% | 11980 | 34111 | 35% | 052 MUNSON TWP A - ABZ | 743 | 253 | 34% | 79% | 12233 | 34854 | 35% | 054 MUNSON TWP C - ACB | 738 | 226 | 31% | 80% | 12459 | 35592 | 35% | 003 AUBURN TWP C - AAC | 742 | 254 | 34% | 76% | 12713 | 36334 | 35% | 025 CHARDON TWP C - AAY | 735 | 233 | 32% | 77% | 12946 | 37069 | 35% | 013 BAINBRIDGE TWP H - AAM | 750 | 331 | 44% | 78% | 13277 | 37819 | 35% | 072 RUSSELL TWP C - ACT | 762 | 363 | 48% | 77% | 13640 | 38581 | 35% | 010 BAINBRIDGE TWP E - AAJ | 775 | 336 | 43% | 75% | 13976 | 39356 | 36% | 058 NEWBURY TWP A - ACF | 759 | 279 | 37% | 75% | 14255 | 40115 | 36% | 007 BAINBRIDGE TWP B1 - AAG | 790 | 399 | 51% | 74% | 14654 | 40905 | 36% | 023 CHARDON TWP A1 - AAW | 779 | 240 | 31% | 78% | 14894 | 41684 | 36% | 033 CHESTER TWP G - ABG | 807 | 301 | 37% | 79% | 15195 | 42491 | 36% | 012 BAINBRIDGE TWP G - AAL | 831 | 384 | 46% | 78% | 15579 | 43322 | 36% | 004 AUBURN TWP D - AAD | 836 | 288 | 34% | 74% | 15867 | 44158 | 36% | 022 CHARDON CITY D - AAV | 872 | 341 | 39% | 76% | 16208 | 45030 | 36% | 001 AUBURN TWP A - AAA | 886 | 361 | 41% | 78% | 16569 | 45916 | 36% | 006 BAINBRIDGE TWP A1 - AAF | 913 | 599 | 66% | 74% | 17168 | 46829 | 37% | 009 BAINBRIDGE TWP D - AAI | 967 | 401 | 41% | 75% | 17569 | 47796 | 37% |
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