Ohio
ALL votes from Jefferson County.
Precincts added in order of number of votes.
Voters: 30,792 Precincts (polling places): 71 Average voters per precinct: 434 Votes in median precinct: 421Voting Machine:
deltaM = 6.2%deltaMxV = 1,894
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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% | 23.9% | 47.9% |
2 | 17.6% | 18.3% | 23.9% |
3 | 12.5% | 25.4% | 1.4% |
4 | 9.7% | 18.3% | 1.4% |
5 | 7.9% | 4.2% | 9.9% |
6 | 6.7% | 2.8% | 2.8% |
7 | 5.8% | 4.2% | 2.8% |
8 | 5.1% | 2.8% | 5.6% |
9 | 4.6% | 0% | 4.2% |
Detailed Data
Download graph dataDonald J. Trump (R): Percent of votes: 68.58%, Total votes: 21117 out of 30792
Data
Precinct | Total Votes |
Votes | Percent | Turnout | Cumulative | Cumulative Total | Cumulative Pct | PRECINCT BLOOMINGDALE - AEC | 91 | 68 | 75% | 72% | 68 | 91 | 75% | PRECINCT EMPIRE - ACK | 100 | 77 | 77% | 55% | 145 | 191 | 76% | PRECINCT NEW ALEXANDRIA - ABO | 113 | 84 | 74% | 67% | 229 | 304 | 75% | PRECINCT IRONDALE - ACZ | 129 | 72 | 56% | 59% | 301 | 433 | 70% | PRECINCT STRATTON - ACO | 139 | 83 | 60% | 71% | 384 | 572 | 67% | PRECINCT AMSTERDAM - ADG | 167 | 110 | 66% | 60% | 494 | 739 | 67% | PRECINCT RAYLAND - ADU | 176 | 118 | 67% | 63% | 612 | 915 | 67% | PRECINCT WELSMAR - ACF | 195 | 158 | 81% | 67% | 770 | 1110 | 69% | PRECINCT MT PLEASANT - ACS | 200 | 129 | 65% | 61% | 899 | 1310 | 69% | PRECINCT BRUSH CREEK - ABI | 214 | 163 | 76% | 73% | 1062 | 1524 | 70% | PRECINCT WELLS 1 - AEF | 220 | 160 | 73% | 64% | 1222 | 1744 | 70% | PRECINCT DILLONVALE - ACT | 236 | 118 | 50% | 61% | 1340 | 1980 | 68% | PRECINCT RICHMOND - ACV | 241 | 198 | 82% | 67% | 1538 | 2221 | 69% | PRECINCT WINTRINGER - ACH | 254 | 194 | 76% | 63% | 1732 | 2475 | 70% | PRECINCT LINCOLN - ADC | 254 | 162 | 64% | 75% | 1894 | 2729 | 69% | PRECINCT BERGHOLZ - ADH | 261 | 206 | 79% | 66% | 2100 | 2990 | 70% | PRECINCT ADENA - ADB | 266 | 174 | 65% | 63% | 2274 | 3256 | 70% | PRECINCT PINE VALLEY - ADD | 274 | 170 | 62% | 73% | 2444 | 3530 | 69% | PRECINCT YORKVILLE - AEA | 273 | 168 | 62% | 59% | 2612 | 3803 | 69% | PRECINCT PINEY FORK - ADE | 281 | 201 | 72% | 70% | 2813 | 4084 | 69% | PRECINCT SMITHFIELD - ADF | 288 | 166 | 58% | 60% | 2979 | 4372 | 68% | PRECINCT MINGO B - ADN | 318 | 216 | 68% | 58% | 3195 | 4690 | 68% | PRECINCT ROSS - ACU | 326 | 256 | 79% | 76% | 3451 | 5016 | 69% | PRECINCT GEORGES RUN - ADK | 333 | 246 | 74% | 59% | 3697 | 5349 | 69% | PRECINCT GRANT - ACL | 331 | 248 | 75% | 72% | 3945 | 5680 | 69% | PRECINCT STEUBENVILLE 1-2 - AAB | 329 | 108 | 33% | 40% | 4053 | 6009 | 67% | PRECINCT MINGO D - ADP | 361 | 239 | 66% | 75% | 4292 | 6370 | 67% | PRECINCT WINTERSVILLE C - ABV | 361 | 206 | 57% | 70% | 4498 | 6731 | 67% | PRECINCT STEUBENVILLE 4-1 - AAM | 368 | 101 | 27% | 43% | 4599 | 7099 | 65% | PRECINCT STEUBENVILLE 4-2 - AAN | 384 | 240 | 63% | 34% | 4839 | 7483 | 65% | PRECINCT STEUBENVILLE 1-1 - AAA | 405 | 173 | 43% | 47% | 5012 | 7888 | 64% | PRECINCT TWO RIDGE - ACE | 403 | 284 | 70% | 55% | 5296 | 8291 | 64% | PRECINCT MT TABOR - ABZ | 415 | 359 | 87% | 76% | 5655 | 8706 | 65% | PRECINCT SALINE - ADA | 422 | 306 | 73% | 68% | 5961 | 9128 | 65% | PRECINCT MINGO C - ADO | 421 | 294 | 70% | 74% | 6255 | 9549 | 66% | PRECINCT MINGO A - ADM | 423 | 269 | 64% | 54% | 6524 | 9972 | 65% | PRECINCT WELLS 2 - AEG | 440 | 310 | 70% | 74% | 6834 | 10412 | 66% | PRECINCT SALEM - ACW | 454 | 373 | 82% | 75% | 7207 | 10866 | 66% | PRECINCT BELVEDERE - AEB | 450 | 357 | 79% | 75% | 7564 | 11316 | 67% | PRECINCT TORONTO 4-A - ABG | 488 | 313 | 64% | 58% | 7877 | 11804 | 67% | PRECINCT STEUBENVILLE 2-1 - AAE | 493 | 284 | 58% | 46% | 8161 | 12297 | 66% | PRECINCT WINTERSVILLE D - ACI | 502 | 350 | 70% | 69% | 8511 | 12799 | 66% | PRECINCT ISLAND CREEK - ABY | 505 | 377 | 75% | 74% | 8888 | 13304 | 67% | PRECINCT STEUBENVILLE 5-3 - AAS | 524 | 347 | 66% | 69% | 9235 | 13828 | 67% | PRECINCT ELK - ADI | 534 | 407 | 76% | 70% | 9642 | 14362 | 67% | PRECINCT BRENTWOOD - ABL | 530 | 367 | 69% | 73% | 10009 | 14892 | 67% | PRECINCT WINTERSVILLE B - ABU | 532 | 357 | 67% | 69% | 10366 | 15424 | 67% | PRECINCT STEUBENVILLE 6-1 - AAU | 544 | 375 | 69% | 67% | 10741 | 15968 | 67% | PRECINCT STEUBENVILLE 5-1 - AAQ | 550 | 321 | 58% | 68% | 11062 | 16518 | 67% | PRECINCT PLEASANT HILL 1 - ACA | 554 | 416 | 75% | 71% | 11478 | 17072 | 67% | PRECINCT STEUBENVILLE 3-1 - AAI | 566 | 325 | 57% | 48% | 11803 | 17638 | 67% | PRECINCT TORONTO 3-A - ABE | 554 | 371 | 67% | 57% | 12174 | 18192 | 67% | PRECINCT WEST PARK - ABS | 577 | 409 | 71% | 67% | 12583 | 18769 | 67% | PRECINCT WAYNE - AEE | 590 | 473 | 80% | 72% | 13056 | 19359 | 67% | PRECINCT BRILLIANT - AEH | 583 | 441 | 76% | 61% | 13497 | 19942 | 68% | PRECINCT STEUBENVILLE 5-2 - AAR | 602 | 399 | 66% | 67% | 13896 | 20544 | 68% | PRECINCT TILTONSVILLE - ADW | 594 | 363 | 61% | 64% | 14259 | 21138 | 67% | PRECINCT STEUBENVILLE 6-3 - AAW | 620 | 427 | 69% | 69% | 14686 | 21758 | 67% | PRECINCT PLEASANT HILL 2 - ACB | 666 | 460 | 69% | 76% | 15146 | 22424 | 68% | PRECINCT WINTERSVILLE A - ABT | 560 | 405 | 72% | 63% | 15551 | 22984 | 68% | PRECINCT TORONTO 2-A - ABC | 615 | 420 | 68% | 70% | 15971 | 23599 | 68% | PRECINCT STEUBENVILLE 6-2 - AAV | 647 | 468 | 72% | 75% | 16439 | 24246 | 68% | PRECINCT NEW SOMERSET - ACN | 640 | 517 | 81% | 71% | 16956 | 24886 | 68% | PRECINCT STEUBENVILLE 2-2 - AAF | 646 | 363 | 56% | 62% | 17319 | 25532 | 68% | PRECINCT STEUBENVILLE 3-2 - AAJ | 661 | 441 | 67% | 67% | 17760 | 26193 | 68% | PRECINCT TORONTO 1-A - ABA | 665 | 453 | 68% | 66% | 18213 | 26858 | 68% | PRECINCT CROSS CREEK - ABM | 677 | 530 | 78% | 67% | 18743 | 27535 | 68% | PRECINCT EMERSON - ACP | 698 | 484 | 69% | 70% | 19227 | 28233 | 68% | PRECINCT GLEN ROBBINS - ADT | 805 | 507 | 63% | 67% | 19734 | 29038 | 68% | PRECINCT BANTAM RIDGE - ABJ | 818 | 631 | 77% | 75% | 20365 | 29856 | 68% | PRECINCT SHELLEY - ACX | 936 | 752 | 80% | 74% | 21117 | 30792 | 69% |
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Hillary Clinton (D): Percent of votes: 31.42%, Total votes: 9675 out of 30792
Data
Precinct | Total Votes |
Votes | Percent | Turnout | Cumulative | Cumulative Total | Cumulative Pct | PRECINCT BLOOMINGDALE - AEC | 91 | 23 | 25% | 72% | 23 | 91 | 25% | PRECINCT EMPIRE - ACK | 100 | 23 | 23% | 55% | 46 | 191 | 24% | PRECINCT NEW ALEXANDRIA - ABO | 113 | 29 | 26% | 67% | 75 | 304 | 25% | PRECINCT IRONDALE - ACZ | 129 | 57 | 44% | 59% | 132 | 433 | 30% | PRECINCT STRATTON - ACO | 139 | 56 | 40% | 71% | 188 | 572 | 33% | PRECINCT AMSTERDAM - ADG | 167 | 57 | 34% | 60% | 245 | 739 | 33% | PRECINCT RAYLAND - ADU | 176 | 58 | 33% | 63% | 303 | 915 | 33% | PRECINCT WELSMAR - ACF | 195 | 37 | 19% | 67% | 340 | 1110 | 31% | PRECINCT MT PLEASANT - ACS | 200 | 71 | 36% | 61% | 411 | 1310 | 31% | PRECINCT BRUSH CREEK - ABI | 214 | 51 | 24% | 73% | 462 | 1524 | 30% | PRECINCT WELLS 1 - AEF | 220 | 60 | 27% | 64% | 522 | 1744 | 30% | PRECINCT DILLONVALE - ACT | 236 | 118 | 50% | 61% | 640 | 1980 | 32% | PRECINCT RICHMOND - ACV | 241 | 43 | 18% | 67% | 683 | 2221 | 31% | PRECINCT WINTRINGER - ACH | 254 | 60 | 24% | 63% | 743 | 2475 | 30% | PRECINCT LINCOLN - ADC | 254 | 92 | 36% | 75% | 835 | 2729 | 31% | PRECINCT BERGHOLZ - ADH | 261 | 55 | 21% | 66% | 890 | 2990 | 30% | PRECINCT ADENA - ADB | 266 | 92 | 35% | 63% | 982 | 3256 | 30% | PRECINCT PINE VALLEY - ADD | 274 | 104 | 38% | 73% | 1086 | 3530 | 31% | PRECINCT YORKVILLE - AEA | 273 | 105 | 38% | 59% | 1191 | 3803 | 31% | PRECINCT PINEY FORK - ADE | 281 | 80 | 28% | 70% | 1271 | 4084 | 31% | PRECINCT SMITHFIELD - ADF | 288 | 122 | 42% | 60% | 1393 | 4372 | 32% | PRECINCT MINGO B - ADN | 318 | 102 | 32% | 58% | 1495 | 4690 | 32% | PRECINCT ROSS - ACU | 326 | 70 | 21% | 76% | 1565 | 5016 | 31% | PRECINCT GEORGES RUN - ADK | 333 | 87 | 26% | 59% | 1652 | 5349 | 31% | PRECINCT GRANT - ACL | 331 | 83 | 25% | 72% | 1735 | 5680 | 31% | PRECINCT STEUBENVILLE 1-2 - AAB | 329 | 221 | 67% | 40% | 1956 | 6009 | 33% | PRECINCT MINGO D - ADP | 361 | 122 | 34% | 75% | 2078 | 6370 | 33% | PRECINCT WINTERSVILLE C - ABV | 361 | 155 | 43% | 70% | 2233 | 6731 | 33% | PRECINCT STEUBENVILLE 4-1 - AAM | 368 | 267 | 73% | 43% | 2500 | 7099 | 35% | PRECINCT STEUBENVILLE 4-2 - AAN | 384 | 144 | 38% | 34% | 2644 | 7483 | 35% | PRECINCT STEUBENVILLE 1-1 - AAA | 405 | 232 | 57% | 47% | 2876 | 7888 | 36% | PRECINCT TWO RIDGE - ACE | 403 | 119 | 30% | 55% | 2995 | 8291 | 36% | PRECINCT MT TABOR - ABZ | 415 | 56 | 13% | 76% | 3051 | 8706 | 35% | PRECINCT SALINE - ADA | 422 | 116 | 27% | 68% | 3167 | 9128 | 35% | PRECINCT MINGO C - ADO | 421 | 127 | 30% | 74% | 3294 | 9549 | 34% | PRECINCT MINGO A - ADM | 423 | 154 | 36% | 54% | 3448 | 9972 | 35% | PRECINCT WELLS 2 - AEG | 440 | 130 | 30% | 74% | 3578 | 10412 | 34% | PRECINCT SALEM - ACW | 454 | 81 | 18% | 75% | 3659 | 10866 | 34% | PRECINCT BELVEDERE - AEB | 450 | 93 | 21% | 75% | 3752 | 11316 | 33% | PRECINCT TORONTO 4-A - ABG | 488 | 175 | 36% | 58% | 3927 | 11804 | 33% | PRECINCT STEUBENVILLE 2-1 - AAE | 493 | 209 | 42% | 46% | 4136 | 12297 | 34% | PRECINCT WINTERSVILLE D - ACI | 502 | 152 | 30% | 69% | 4288 | 12799 | 34% | PRECINCT ISLAND CREEK - ABY | 505 | 128 | 25% | 74% | 4416 | 13304 | 33% | PRECINCT STEUBENVILLE 5-3 - AAS | 524 | 177 | 34% | 69% | 4593 | 13828 | 33% | PRECINCT ELK - ADI | 534 | 127 | 24% | 70% | 4720 | 14362 | 33% | PRECINCT BRENTWOOD - ABL | 530 | 163 | 31% | 73% | 4883 | 14892 | 33% | PRECINCT WINTERSVILLE B - ABU | 532 | 175 | 33% | 69% | 5058 | 15424 | 33% | PRECINCT STEUBENVILLE 6-1 - AAU | 544 | 169 | 31% | 67% | 5227 | 15968 | 33% | PRECINCT STEUBENVILLE 5-1 - AAQ | 550 | 229 | 42% | 68% | 5456 | 16518 | 33% | PRECINCT PLEASANT HILL 1 - ACA | 554 | 138 | 25% | 71% | 5594 | 17072 | 33% | PRECINCT STEUBENVILLE 3-1 - AAI | 566 | 241 | 43% | 48% | 5835 | 17638 | 33% | PRECINCT TORONTO 3-A - ABE | 554 | 183 | 33% | 57% | 6018 | 18192 | 33% | PRECINCT WEST PARK - ABS | 577 | 168 | 29% | 67% | 6186 | 18769 | 33% | PRECINCT WAYNE - AEE | 590 | 117 | 20% | 72% | 6303 | 19359 | 33% | PRECINCT BRILLIANT - AEH | 583 | 142 | 24% | 61% | 6445 | 19942 | 32% | PRECINCT STEUBENVILLE 5-2 - AAR | 602 | 203 | 34% | 67% | 6648 | 20544 | 32% | PRECINCT TILTONSVILLE - ADW | 594 | 231 | 39% | 64% | 6879 | 21138 | 33% | PRECINCT STEUBENVILLE 6-3 - AAW | 620 | 193 | 31% | 69% | 7072 | 21758 | 33% | PRECINCT WINTERSVILLE A - ABT | 666 | 206 | 31% | 75% | 7278 | 22424 | 32% | PRECINCT PLEASANT HILL 2 - ACB | 560 | 155 | 28% | 64% | 7433 | 22984 | 32% | PRECINCT TORONTO 2-A - ABC | 615 | 195 | 32% | 70% | 7628 | 23599 | 32% | PRECINCT STEUBENVILLE 6-2 - AAV | 647 | 179 | 28% | 75% | 7807 | 24246 | 32% | PRECINCT NEW SOMERSET - ACN | 640 | 123 | 19% | 71% | 7930 | 24886 | 32% | PRECINCT STEUBENVILLE 2-2 - AAF | 646 | 283 | 44% | 62% | 8213 | 25532 | 32% | PRECINCT STEUBENVILLE 3-2 - AAJ | 661 | 220 | 33% | 67% | 8433 | 26193 | 32% | PRECINCT TORONTO 1-A - ABA | 665 | 212 | 32% | 66% | 8645 | 26858 | 32% | PRECINCT CROSS CREEK - ABM | 677 | 147 | 22% | 67% | 8792 | 27535 | 32% | PRECINCT EMERSON - ACP | 698 | 214 | 31% | 70% | 9006 | 28233 | 32% | PRECINCT GLEN ROBBINS - ADT | 805 | 298 | 37% | 67% | 9304 | 29038 | 32% | PRECINCT BANTAM RIDGE - ABJ | 818 | 187 | 23% | 75% | 9491 | 29856 | 32% | PRECINCT SHELLEY - ACX | 936 | 184 | 20% | 74% | 9675 | 30792 | 31% |
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