Ohio
ALL votes from Fairfield County.
Precincts added in order of number of votes.
Voters: 68,338 Precincts (polling places): 98 Average voters per precinct: 697 Votes in median precinct: 670Voting Machine:
deltaM = -2%deltaMxV = -1,383
Click legend entry to show or hide a line.
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 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% | 0% | 36.7% |
2 | 17.6% | 14.3% | 40.8% |
3 | 12.5% | 28.6% | 13.3% |
4 | 9.7% | 26.5% | 0% |
5 | 7.9% | 13.3% | 3.1% |
6 | 6.7% | 12.2% | 3.1% |
7 | 5.8% | 5.1% | 1% |
8 | 5.1% | 0% | 2% |
9 | 4.6% | 0% | 0% |
Detailed Data
Download graph dataDonald J. Trump (R): Percent of votes: 63.98%, Total votes: 43726 out of 68338
Data
Precinct | Total Votes |
Votes | Percent | Turnout | Cumulative | Cumulative Total | Cumulative Pct | VIOLET H - ADR | 365 | 202 | 55% | 74% | 202 | 365 | 55% | LANCASTER CITY 5-A - AAU | 395 | 232 | 59% | 52% | 434 | 760 | 57% | RICHLAND EAST - ADE | 411 | 322 | 78% | 72% | 756 | 1171 | 65% | LANCASTER CITY 5-B - AAV | 419 | 259 | 62% | 51% | 1015 | 1590 | 64% | AMANDA A - ABL | 438 | 349 | 80% | 72% | 1364 | 2028 | 67% | PICKERINGTON CITY J - AEM | 441 | 212 | 48% | 65% | 1576 | 2469 | 64% | PICKERINGTON CITY D - ABF | 450 | 296 | 66% | 71% | 1872 | 2919 | 64% | LANCASTER CITY 3-B - AAM | 469 | 292 | 62% | 56% | 2164 | 3388 | 64% | RUSHCREEK A - ADG | 474 | 369 | 78% | 72% | 2533 | 3862 | 66% | PICKERINGTON CITY I - ABK | 469 | 231 | 49% | 58% | 2764 | 4331 | 64% | LANCASTER CITY 5-D - AAX | 473 | 308 | 65% | 52% | 3072 | 4804 | 64% | PICKERINGTON CITY E - ABG | 503 | 270 | 54% | 78% | 3342 | 5307 | 63% | LANCASTER CITY 3-D - AAO | 518 | 305 | 59% | 65% | 3647 | 5825 | 63% | LANCASTER CITY 5-C - AAW | 493 | 296 | 60% | 51% | 3943 | 6318 | 62% | LANCASTER CITY 3-C - AAN | 499 | 275 | 55% | 60% | 4218 | 6817 | 62% | VIOLET J - ADT | 518 | 332 | 64% | 76% | 4550 | 7335 | 62% | LANCASTER CITY 3-E - AEY | 521 | 337 | 65% | 65% | 4887 | 7856 | 62% | GREENFIELD C - ACH | 533 | 409 | 77% | 76% | 5296 | 8389 | 63% | PLEASANT D - ACZ | 532 | 386 | 73% | 77% | 5682 | 8921 | 64% | LANCASTER CITY 6-B - AAZ | 527 | 315 | 60% | 46% | 5997 | 9448 | 63% | GREENFIELD D - ACI | 540 | 378 | 70% | 65% | 6375 | 9988 | 64% | PLEASANT C - ACY | 554 | 429 | 77% | 77% | 6804 | 10542 | 65% | VIOLET K - ADU | 548 | 299 | 55% | 71% | 7103 | 11090 | 64% | HOCKING A - ACK | 551 | 431 | 78% | 74% | 7534 | 11641 | 65% | BERNE C - ABQ | 550 | 378 | 69% | 65% | 7912 | 12191 | 65% | HOCKING B - ACL | 558 | 397 | 71% | 74% | 8309 | 12749 | 65% | VIOLET B - ADL | 564 | 356 | 63% | 76% | 8665 | 13313 | 65% | PICKERINGTON CITY A - ABC | 476 | 315 | 66% | 60% | 8980 | 13789 | 65% | BREMEN VILLAGE - ADI | 638 | 396 | 62% | 74% | 9376 | 14427 | 65% | VIOLET R - AEO | 563 | 294 | 52% | 78% | 9670 | 14990 | 65% | BERNE D - ABR | 568 | 400 | 70% | 69% | 10070 | 15558 | 65% | VIOLET N - ADX | 578 | 343 | 59% | 71% | 10413 | 16136 | 65% | LIBERTY C - ACP | 587 | 439 | 75% | 80% | 10852 | 16723 | 65% | HOCKING C - ACM | 587 | 430 | 73% | 72% | 11282 | 17310 | 65% | BERNE B - ABP | 583 | 428 | 73% | 69% | 11710 | 17893 | 65% | VIOLET M - ADW | 588 | 393 | 67% | 74% | 12103 | 18481 | 65% | BALTIMORE VILLAGE B - ACS | 585 | 404 | 69% | 67% | 12507 | 19066 | 66% | VIOLET E - ADO | 593 | 357 | 60% | 77% | 12864 | 19659 | 65% | VIOLET P - ADZ | 590 | 313 | 53% | 78% | 13177 | 20249 | 65% | LANCASTER CITY 4-C - AAR | 616 | 442 | 72% | 79% | 13619 | 20865 | 65% | BERNE A - ABO | 604 | 449 | 74% | 73% | 14068 | 21469 | 66% | VIOLET L - ADV | 600 | 339 | 57% | 76% | 14407 | 22069 | 65% | LANCASTER CITY 3-A - AAL | 618 | 384 | 62% | 68% | 14791 | 22687 | 65% | PICKERINGTON CITY H - ABJ | 614 | 378 | 62% | 65% | 15169 | 23301 | 65% | VIOLET O - ADY | 512 | 363 | 71% | 59% | 15532 | 23813 | 65% | RICHLAND WEST - ADF | 770 | 496 | 64% | 90% | 16028 | 24583 | 65% | VIOLET A - ADK | 648 | 323 | 50% | 63% | 16351 | 25231 | 65% | VIOLET D - ADN | 648 | 417 | 64% | 73% | 16768 | 25879 | 65% | LIBERTY D - ACQ | 670 | 488 | 73% | 79% | 17256 | 26549 | 65% | PLEASANT B - ACX | 657 | 462 | 70% | 65% | 17718 | 27206 | 65% | WALNUT D - AEG | 654 | 490 | 75% | 71% | 18208 | 27860 | 65% | LANCASTER CITY 4-D - AAS | 663 | 403 | 61% | 55% | 18611 | 28523 | 65% | BALTIMORE VILLAGE A - ACR | 663 | 423 | 64% | 65% | 19034 | 29186 | 65% | VIOLET G - ADQ | 671 | 348 | 52% | 74% | 19382 | 29857 | 65% | PICKERINGTON CITY M - AEX | 697 | 361 | 52% | 70% | 19743 | 30554 | 65% | RUSHCREEK B - ADH | 701 | 531 | 76% | 73% | 20274 | 31255 | 65% | PLEASANT E - ADA | 717 | 481 | 67% | 78% | 20755 | 31972 | 65% | PICKERINGTON CITY B - ABD | 713 | 409 | 57% | 73% | 21164 | 32685 | 65% | MADISON A - ACV | 724 | 607 | 84% | 67% | 21771 | 33409 | 65% | WALNUT B - AEE | 724 | 503 | 69% | 66% | 22274 | 34133 | 65% | LIBERTY A - ACN | 741 | 546 | 74% | 80% | 22820 | 34874 | 65% | LITHOPOLIS VILLAGE - ACA | 752 | 496 | 66% | 75% | 23316 | 35626 | 65% | BLOOM A - ABT | 728 | 526 | 72% | 74% | 23842 | 36354 | 66% | PICKERINGTON CITY G - ABI | 763 | 420 | 55% | 70% | 24262 | 37117 | 65% | AMANDA B - ABM | 779 | 594 | 76% | 69% | 24856 | 37896 | 66% | LANCASTER CITY 4-B - AAQ | 781 | 496 | 64% | 60% | 25352 | 38677 | 66% | LANCASTER CITY 4-A - AAP | 827 | 541 | 65% | 72% | 25893 | 39504 | 66% | LANCASTER CITY 6-C - ABA | 750 | 488 | 65% | 59% | 26381 | 40254 | 66% | BLOOM E - ABX | 804 | 612 | 76% | 77% | 26993 | 41058 | 66% | WALNUT C - AEF | 805 | 598 | 74% | 70% | 27591 | 41863 | 66% | GREENFIELD A - ACF | 811 | 598 | 74% | 73% | 28189 | 42674 | 66% | LANCASTER CITY 6-A - AAY | 846 | 523 | 62% | 57% | 28712 | 43520 | 66% | VIOLET Q - AEN | 794 | 508 | 64% | 78% | 29220 | 44314 | 66% | VIOLET F - ADP | 849 | 477 | 56% | 74% | 29697 | 45163 | 66% | CLEARCREEK A - ACB | 957 | 638 | 67% | 76% | 30335 | 46120 | 66% | LANCASTER CITY 2-B - AAG | 718 | 516 | 72% | 51% | 30851 | 46838 | 66% | WALNUT A - AED | 853 | 621 | 73% | 72% | 31472 | 47691 | 66% | PICKERINGTON CITY C - ABE | 851 | 501 | 59% | 69% | 31973 | 48542 | 66% | COLUMBUS CITY B - AEK | 882 | 229 | 26% | 66% | 32202 | 49424 | 65% | BLOOM D - ABW | 892 | 640 | 72% | 80% | 32842 | 50316 | 65% | CLEARCREEK B - ACC | 883 | 694 | 79% | 68% | 33536 | 51199 | 66% | LANCASTER CITY 1-C - AAC | 894 | 578 | 65% | 65% | 34114 | 52093 | 65% | BLOOM C - ABV | 937 | 652 | 70% | 80% | 34766 | 53030 | 66% | PLEASANT A - ACW | 934 | 660 | 71% | 77% | 35426 | 53964 | 66% | VIOLET I - ADS | 942 | 649 | 69% | 77% | 36075 | 54906 | 66% | COLUMBUS CITY C - AEL | 933 | 305 | 33% | 65% | 36380 | 55839 | 65% | COLUMBUS CITY D - AEQ | 966 | 229 | 24% | 56% | 36609 | 56805 | 64% | VIOLET C - ADM | 979 | 605 | 62% | 76% | 37214 | 57784 | 64% | COLUMBUS CITY A - AEJ | 954 | 355 | 37% | 66% | 37569 | 58738 | 64% | GREENFIELD B - ACG | 973 | 752 | 77% | 77% | 38321 | 59711 | 64% | LIBERTY B - ACO | 1000 | 781 | 78% | 79% | 39102 | 60711 | 64% | LANCASTER CITY 2-A - AAF | 1042 | 758 | 73% | 68% | 39860 | 61753 | 65% | PICKERINGTON CITY L - AEW | 1032 | 498 | 48% | 71% | 40358 | 62785 | 64% | LANCASTER CITY 1-B - AAB | 1042 | 685 | 66% | 69% | 41043 | 63827 | 64% | LANCASTER CITY 2-C - AAH | 1046 | 755 | 72% | 71% | 41798 | 64873 | 64% | BLOOM B - ABU | 1077 | 769 | 71% | 78% | 42567 | 65950 | 65% | PICKERINGTON CITY K - AEV | 1147 | 495 | 43% | 69% | 43062 | 67097 | 64% | PICKERINGTON CITY F - ABH | 1241 | 664 | 54% | 72% | 43726 | 68338 | 64% |
---|
Hillary Clinton (D): Percent of votes: 36.02%, Total votes: 24612 out of 68338
Data
Precinct | Total Votes |
Votes | Percent | Turnout | Cumulative | Cumulative Total | Cumulative Pct | VIOLET H - ADR | 365 | 163 | 45% | 74% | 163 | 365 | 45% | LANCASTER CITY 5-A - AAU | 395 | 163 | 41% | 52% | 326 | 760 | 43% | RICHLAND EAST - ADE | 411 | 89 | 22% | 72% | 415 | 1171 | 35% | LANCASTER CITY 5-B - AAV | 419 | 160 | 38% | 51% | 575 | 1590 | 36% | AMANDA A - ABL | 438 | 89 | 20% | 72% | 664 | 2028 | 33% | PICKERINGTON CITY J - AEM | 441 | 229 | 52% | 65% | 893 | 2469 | 36% | PICKERINGTON CITY D - ABF | 450 | 154 | 34% | 71% | 1047 | 2919 | 36% | LANCASTER CITY 3-B - AAM | 469 | 177 | 38% | 56% | 1224 | 3388 | 36% | RUSHCREEK A - ADG | 474 | 105 | 22% | 72% | 1329 | 3862 | 34% | PICKERINGTON CITY I - ABK | 469 | 238 | 51% | 58% | 1567 | 4331 | 36% | LANCASTER CITY 5-D - AAX | 473 | 165 | 35% | 52% | 1732 | 4804 | 36% | PICKERINGTON CITY E - ABG | 503 | 233 | 46% | 78% | 1965 | 5307 | 37% | LANCASTER CITY 5-C - AAW | 518 | 213 | 41% | 53% | 2178 | 5825 | 37% | LANCASTER CITY 3-D - AAO | 493 | 197 | 40% | 62% | 2375 | 6318 | 38% | LANCASTER CITY 3-C - AAN | 499 | 224 | 45% | 60% | 2599 | 6817 | 38% | VIOLET J - ADT | 518 | 186 | 36% | 76% | 2785 | 7335 | 38% | LANCASTER CITY 3-E - AEY | 521 | 184 | 35% | 65% | 2969 | 7856 | 38% | GREENFIELD C - ACH | 533 | 124 | 23% | 76% | 3093 | 8389 | 37% | PLEASANT D - ACZ | 532 | 146 | 27% | 77% | 3239 | 8921 | 36% | LANCASTER CITY 6-B - AAZ | 527 | 212 | 40% | 46% | 3451 | 9448 | 37% | GREENFIELD D - ACI | 540 | 162 | 30% | 65% | 3613 | 9988 | 36% | PLEASANT C - ACY | 554 | 125 | 23% | 77% | 3738 | 10542 | 35% | VIOLET K - ADU | 548 | 249 | 45% | 71% | 3987 | 11090 | 36% | HOCKING A - ACK | 551 | 120 | 22% | 74% | 4107 | 11641 | 35% | BERNE C - ABQ | 550 | 172 | 31% | 65% | 4279 | 12191 | 35% | HOCKING B - ACL | 558 | 161 | 29% | 74% | 4440 | 12749 | 35% | VIOLET B - ADL | 564 | 208 | 37% | 76% | 4648 | 13313 | 35% | BREMEN VILLAGE - ADI | 476 | 161 | 34% | 55% | 4809 | 13789 | 35% | PICKERINGTON CITY A - ABC | 638 | 242 | 38% | 80% | 5051 | 14427 | 35% | VIOLET R - AEO | 563 | 269 | 48% | 78% | 5320 | 14990 | 35% | BERNE D - ABR | 568 | 168 | 30% | 69% | 5488 | 15558 | 35% | VIOLET N - ADX | 578 | 235 | 41% | 71% | 5723 | 16136 | 35% | LIBERTY C - ACP | 587 | 148 | 25% | 80% | 5871 | 16723 | 35% | HOCKING C - ACM | 587 | 157 | 27% | 72% | 6028 | 17310 | 35% | BERNE B - ABP | 583 | 155 | 27% | 69% | 6183 | 17893 | 35% | VIOLET M - ADW | 588 | 195 | 33% | 74% | 6378 | 18481 | 35% | BALTIMORE VILLAGE B - ACS | 585 | 181 | 31% | 67% | 6559 | 19066 | 34% | VIOLET E - ADO | 593 | 236 | 40% | 77% | 6795 | 19659 | 35% | VIOLET P - ADZ | 590 | 277 | 47% | 78% | 7072 | 20249 | 35% | LANCASTER CITY 4-C - AAR | 616 | 174 | 28% | 79% | 7246 | 20865 | 35% | BERNE A - ABO | 604 | 155 | 26% | 73% | 7401 | 21469 | 34% | VIOLET L - ADV | 600 | 261 | 44% | 76% | 7662 | 22069 | 35% | LANCASTER CITY 3-A - AAL | 618 | 234 | 38% | 68% | 7896 | 22687 | 35% | PICKERINGTON CITY H - ABJ | 614 | 236 | 38% | 65% | 8132 | 23301 | 35% | RICHLAND WEST - ADF | 512 | 149 | 29% | 60% | 8281 | 23813 | 35% | VIOLET O - ADY | 770 | 274 | 36% | 89% | 8555 | 24583 | 35% | VIOLET A - ADK | 648 | 325 | 50% | 63% | 8880 | 25231 | 35% | VIOLET D - ADN | 648 | 231 | 36% | 73% | 9111 | 25879 | 35% | LIBERTY D - ACQ | 670 | 182 | 27% | 79% | 9293 | 26549 | 35% | PLEASANT B - ACX | 657 | 195 | 30% | 65% | 9488 | 27206 | 35% | WALNUT D - AEG | 654 | 164 | 25% | 71% | 9652 | 27860 | 35% | LANCASTER CITY 4-D - AAS | 663 | 260 | 39% | 55% | 9912 | 28523 | 35% | BALTIMORE VILLAGE A - ACR | 663 | 240 | 36% | 65% | 10152 | 29186 | 35% | VIOLET G - ADQ | 671 | 323 | 48% | 74% | 10475 | 29857 | 35% | PICKERINGTON CITY M - AEX | 697 | 336 | 48% | 70% | 10811 | 30554 | 35% | RUSHCREEK B - ADH | 701 | 170 | 24% | 73% | 10981 | 31255 | 35% | PLEASANT E - ADA | 717 | 236 | 33% | 78% | 11217 | 31972 | 35% | PICKERINGTON CITY B - ABD | 713 | 304 | 43% | 73% | 11521 | 32685 | 35% | MADISON A - ACV | 724 | 117 | 16% | 67% | 11638 | 33409 | 35% | WALNUT B - AEE | 724 | 221 | 31% | 66% | 11859 | 34133 | 35% | LIBERTY A - ACN | 741 | 195 | 26% | 80% | 12054 | 34874 | 35% | LITHOPOLIS VILLAGE - ACA | 752 | 256 | 34% | 75% | 12310 | 35626 | 35% | BLOOM A - ABT | 728 | 202 | 28% | 74% | 12512 | 36354 | 34% | PICKERINGTON CITY G - ABI | 763 | 343 | 45% | 70% | 12855 | 37117 | 35% | AMANDA B - ABM | 779 | 185 | 24% | 69% | 13040 | 37896 | 34% | LANCASTER CITY 4-B - AAQ | 781 | 285 | 36% | 60% | 13325 | 38677 | 34% | LANCASTER CITY 6-C - ABA | 827 | 286 | 35% | 65% | 13611 | 39504 | 34% | LANCASTER CITY 4-A - AAP | 750 | 262 | 35% | 66% | 13873 | 40254 | 34% | BLOOM E - ABX | 804 | 192 | 24% | 77% | 14065 | 41058 | 34% | WALNUT C - AEF | 805 | 207 | 26% | 70% | 14272 | 41863 | 34% | GREENFIELD A - ACF | 811 | 213 | 26% | 73% | 14485 | 42674 | 34% | VIOLET Q - AEN | 846 | 323 | 38% | 83% | 14808 | 43520 | 34% | LANCASTER CITY 6-A - AAY | 794 | 286 | 36% | 54% | 15094 | 44314 | 34% | VIOLET F - ADP | 849 | 372 | 44% | 74% | 15466 | 45163 | 34% | LANCASTER CITY 2-B - AAG | 957 | 319 | 33% | 67% | 15785 | 46120 | 34% | CLEARCREEK A - ACB | 718 | 202 | 28% | 57% | 15987 | 46838 | 34% | WALNUT A - AED | 853 | 232 | 27% | 72% | 16219 | 47691 | 34% | PICKERINGTON CITY C - ABE | 851 | 350 | 41% | 69% | 16569 | 48542 | 34% | COLUMBUS CITY B - AEK | 882 | 653 | 74% | 66% | 17222 | 49424 | 35% | BLOOM D - ABW | 892 | 252 | 28% | 80% | 17474 | 50316 | 35% | CLEARCREEK B - ACC | 883 | 189 | 21% | 68% | 17663 | 51199 | 34% | LANCASTER CITY 1-C - AAC | 894 | 316 | 35% | 65% | 17979 | 52093 | 35% | BLOOM C - ABV | 937 | 285 | 30% | 80% | 18264 | 53030 | 34% | PLEASANT A - ACW | 934 | 274 | 29% | 77% | 18538 | 53964 | 34% | VIOLET I - ADS | 942 | 293 | 31% | 77% | 18831 | 54906 | 34% | COLUMBUS CITY C - AEL | 933 | 628 | 67% | 65% | 19459 | 55839 | 35% | COLUMBUS CITY D - AEQ | 966 | 737 | 76% | 56% | 20196 | 56805 | 36% | VIOLET C - ADM | 979 | 374 | 38% | 76% | 20570 | 57784 | 36% | COLUMBUS CITY A - AEJ | 954 | 599 | 63% | 66% | 21169 | 58738 | 36% | GREENFIELD B - ACG | 973 | 221 | 23% | 77% | 21390 | 59711 | 36% | LIBERTY B - ACO | 1000 | 219 | 22% | 79% | 21609 | 60711 | 36% | LANCASTER CITY 2-A - AAF | 1042 | 284 | 27% | 68% | 21893 | 61753 | 35% | PICKERINGTON CITY L - AEW | 1032 | 534 | 52% | 71% | 22427 | 62785 | 36% | LANCASTER CITY 1-B - AAB | 1042 | 357 | 34% | 69% | 22784 | 63827 | 36% | LANCASTER CITY 2-C - AAH | 1046 | 291 | 28% | 71% | 23075 | 64873 | 36% | BLOOM B - ABU | 1077 | 308 | 29% | 78% | 23383 | 65950 | 35% | PICKERINGTON CITY K - AEV | 1147 | 652 | 57% | 69% | 24035 | 67097 | 36% | PICKERINGTON CITY F - ABH | 1241 | 577 | 46% | 72% | 24612 | 68338 | 36% |
---|