Ohio
ALL votes from Ross County.
Precincts added in order of number of votes.
Voters: 29,008 Precincts (polling places): 65 Average voters per precinct: 446 Votes in median precinct: 435Voting Machine:
deltaM = 5%deltaMxV = 1,457
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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% | 23.1% | 60% |
2 | 17.6% | 36.9% | 27.7% |
3 | 12.5% | 21.5% | 0% |
4 | 9.7% | 12.3% | 1.5% |
5 | 7.9% | 4.6% | 1.5% |
6 | 6.7% | 1.5% | 1.5% |
7 | 5.8% | 0% | 3.1% |
8 | 5.1% | 0% | 1.5% |
9 | 4.6% | 0% | 3.1% |
Detailed Data
Download graph dataDonald J. Trump (R): Percent of votes: 64.3%, Total votes: 18652 out of 29008
Data
Precinct | Total Votes |
Votes | Percent | Turnout | Cumulative | Cumulative Total | Cumulative Pct | PRECINCT SCIOTO NORTH - ACJ | 104 | 60 | 58% | 52% | 60 | 104 | 58% | PRECINCT UNION NORTH - ACV | 221 | 153 | 69% | 65% | 213 | 325 | 66% | PRECINCT FRANKLIN NORTH - ABQ | 231 | 172 | 74% | 60% | 385 | 556 | 69% | PRECINCT CHILLICOTHE 5-A - AAU | 211 | 104 | 49% | 39% | 489 | 767 | 64% | PRECINCT CHILLICOTHE 6-B - ABB | 259 | 124 | 48% | 53% | 613 | 1026 | 60% | PRECINCT TWIN EAST - ACQ | 335 | 194 | 58% | 95% | 807 | 1361 | 59% | PRECINCT CHILLICOTHE 3-C - AAN | 186 | 115 | 62% | 39% | 922 | 1547 | 60% | PRECINCT CHILLICOTHE 4-B - AAR | 261 | 118 | 45% | 42% | 1040 | 1808 | 58% | PRECINCT CHILLICOTHE 5-D - AAX | 285 | 140 | 49% | 66% | 1180 | 2093 | 56% | PRECINCT PAXTON BAINBRIDGE - ACE | 288 | 191 | 66% | 60% | 1371 | 2381 | 58% | PRECINCT CHILLICOTHE 4-A - AAQ | 290 | 137 | 47% | 57% | 1508 | 2671 | 56% | PRECINCT CONCORD AUSTIN - ABK | 300 | 221 | 74% | 69% | 1729 | 2971 | 58% | PRECINCT CHILLICOTHE 3-B - AAM | 304 | 138 | 45% | 59% | 1867 | 3275 | 57% | PRECINCT FRANKLIN SOUTH - ABR | 327 | 240 | 73% | 63% | 2107 | 3602 | 58% | PRECINCT CHILLICOTHE 3-A - AAL | 323 | 157 | 49% | 57% | 2264 | 3925 | 58% | PRECINCT CHILLICOTHE 6-A - ABA | 339 | 160 | 47% | 47% | 2424 | 4264 | 57% | PRECINCT BUCKSKIN NORTH - ABE | 337 | 234 | 69% | 70% | 2658 | 4601 | 58% | PRECINCT CHILLICOTHE 2-B - AAH | 353 | 181 | 51% | 69% | 2839 | 4954 | 57% | PRECINCT HUNTINGTON SOUTH - ABY | 371 | 245 | 66% | 55% | 3084 | 5325 | 58% | PRECINCT SPRINGFIELD SOUTH - ACO | 373 | 259 | 69% | 73% | 3343 | 5698 | 59% | PRECINCT TWIN CENTRAL - ACP | 376 | 278 | 74% | 65% | 3621 | 6074 | 60% | PRECINCT COLERAIN ADELPHI - ABH | 379 | 267 | 70% | 62% | 3888 | 6453 | 60% | PRECINCT TWIN NORTH - ACR | 402 | 248 | 62% | 79% | 4136 | 6855 | 60% | PRECINCT BUCKSKIN SOUTH SALEM - ABF | 390 | 228 | 58% | 63% | 4364 | 7245 | 60% | PRECINCT DEER CLARK - ABP | 409 | 291 | 71% | 70% | 4655 | 7654 | 61% | PRECINCT CHILLICOTHE 6-C - ABC | 387 | 179 | 46% | 51% | 4834 | 8041 | 60% | PRECINCT PAXTON PAXTON - ACF | 403 | 298 | 74% | 66% | 5132 | 8444 | 61% | PRECINCT SCIOTO SOUTH - ACL | 421 | 270 | 64% | 61% | 5402 | 8865 | 61% | PRECINCT SCIOTO CENTRAL - ACG | 410 | 263 | 64% | 62% | 5665 | 9275 | 61% | PRECINCT UNION CENTRAL - ACT | 431 | 283 | 66% | 69% | 5948 | 9706 | 61% | PRECINCT TWIN SOUTH - ACS | 437 | 327 | 75% | 71% | 6275 | 10143 | 62% | PRECINCT CHILLICOTHE 1-B - AAB | 435 | 261 | 60% | 80% | 6536 | 10578 | 62% | PRECINCT GREEN KINGSTON - ABS | 438 | 291 | 66% | 66% | 6827 | 11016 | 62% | PRECINCT CONCORD FRANK CORP. - ABL | 432 | 267 | 62% | 65% | 7094 | 11448 | 62% | PRECINCT CHILLICOTHE 4-C - AAS | 442 | 220 | 50% | 55% | 7314 | 11890 | 62% | PRECINCT CHILLICOTHE 5-B - AAV | 439 | 251 | 57% | 72% | 7565 | 12329 | 61% | PRECINCT COLERAIN WEST - ABJ | 454 | 343 | 76% | 73% | 7908 | 12783 | 62% | PRECINCT CHILLICOTHE 1-D - AAD | 464 | 289 | 62% | 81% | 8197 | 13247 | 62% | PRECINCT CHILLICOTHE 2-C - AAI | 471 | 269 | 57% | 75% | 8466 | 13718 | 62% | PRECINCT PAINT TWP. - ACD | 467 | 346 | 74% | 67% | 8812 | 14185 | 62% | PRECINCT CHILLICOTHE 5-C - AAW | 462 | 261 | 56% | 73% | 9073 | 14647 | 62% | PRECINCT LIBERTY EAST - ACB | 478 | 343 | 72% | 64% | 9416 | 15125 | 62% | PRECINCT JEFFERSON TWP. - ACA | 483 | 351 | 73% | 69% | 9767 | 15608 | 63% | PRECINCT SCIOTO WEST - ACM | 489 | 262 | 54% | 55% | 10029 | 16097 | 62% | PRECINCT HUNTINGTON WEST - ABZ | 512 | 354 | 69% | 75% | 10383 | 16609 | 63% | PRECINCT CHILLICOTHE 2-D - AAJ | 404 | 254 | 63% | 59% | 10637 | 17013 | 63% | PRECINCT HARRISON TWP. - ABV | 603 | 350 | 58% | 83% | 10987 | 17616 | 62% | PRECINCT GREEN NORTH - ABT | 522 | 380 | 73% | 74% | 11367 | 18138 | 63% | PRECINCT UNION EAST - ACU | 537 | 378 | 70% | 65% | 11745 | 18675 | 63% | PRECINCT CHILLICOTHE 3-D - AAO | 526 | 313 | 60% | 62% | 12058 | 19201 | 63% | PRECINCT CONCORD ROXABELL - ABN | 545 | 401 | 74% | 69% | 12459 | 19746 | 63% | PRECINCT CHILLICOTHE 1-C - AAC | 542 | 320 | 59% | 73% | 12779 | 20288 | 63% | PRECINCT CONCORD FRANK PREC. - ABM | 569 | 420 | 74% | 78% | 13199 | 20857 | 63% | PRECINCT CHILLICOTHE 2-A - AAG | 580 | 310 | 53% | 68% | 13509 | 21437 | 63% | PRECINCT HUNTINGTON EAST - ABW | 604 | 452 | 75% | 69% | 13961 | 22041 | 63% | PRECINCT SCIOTO SIX - ACK | 599 | 381 | 64% | 72% | 14342 | 22640 | 63% | PRECINCT UNION SOUTH - ACX | 652 | 445 | 68% | 70% | 14787 | 23292 | 63% | PRECINCT LIBERTY WEST - ACC | 660 | 448 | 68% | 73% | 15235 | 23952 | 64% | PRECINCT CHILLICOTHE 1-A - AAA | 676 | 387 | 57% | 66% | 15622 | 24628 | 63% | PRECINCT HUNTINGTON NORTH - ABX | 669 | 474 | 71% | 59% | 16096 | 25297 | 64% | PRECINCT GREEN SOUTH - ABU | 691 | 488 | 71% | 72% | 16584 | 25988 | 64% | PRECINCT SPRINGFIELD NORTH - ACN | 721 | 487 | 68% | 66% | 17071 | 26709 | 64% | PRECINCT GREEN WEST - ADA | 740 | 518 | 70% | 74% | 17589 | 27449 | 64% | PRECINCT UNION WEST - ACY | 745 | 521 | 70% | 72% | 18110 | 28194 | 64% | PRECINCT UNION PV - ACW | 814 | 542 | 67% | 67% | 18652 | 29008 | 64% |
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Hillary Clinton (D): Percent of votes: 35.7%, Total votes: 10356 out of 29008
Data
Precinct | Total Votes |
Votes | Percent | Turnout | Cumulative | Cumulative Total | Cumulative Pct | PRECINCT SCIOTO NORTH - ACJ | 104 | 44 | 42% | 52% | 44 | 104 | 42% | PRECINCT UNION NORTH - ACV | 221 | 68 | 31% | 65% | 112 | 325 | 34% | PRECINCT FRANKLIN NORTH - ABQ | 231 | 59 | 26% | 60% | 171 | 556 | 31% | PRECINCT CHILLICOTHE 6-B - ABB | 211 | 107 | 51% | 43% | 278 | 767 | 36% | PRECINCT CHILLICOTHE 5-A - AAU | 259 | 135 | 52% | 47% | 413 | 1026 | 40% | PRECINCT CHILLICOTHE 3-C - AAN | 335 | 141 | 42% | 70% | 554 | 1361 | 41% | PRECINCT TWIN EAST - ACQ | 186 | 71 | 38% | 53% | 625 | 1547 | 40% | PRECINCT CHILLICOTHE 4-B - AAR | 261 | 143 | 55% | 42% | 768 | 1808 | 42% | PRECINCT CHILLICOTHE 5-D - AAX | 285 | 145 | 51% | 66% | 913 | 2093 | 44% | PRECINCT PAXTON BAINBRIDGE - ACE | 288 | 97 | 34% | 60% | 1010 | 2381 | 42% | PRECINCT CHILLICOTHE 4-A - AAQ | 290 | 153 | 53% | 57% | 1163 | 2671 | 44% | PRECINCT CONCORD AUSTIN - ABK | 300 | 79 | 26% | 69% | 1242 | 2971 | 42% | PRECINCT CHILLICOTHE 3-B - AAM | 304 | 166 | 55% | 59% | 1408 | 3275 | 43% | PRECINCT FRANKLIN SOUTH - ABR | 327 | 87 | 27% | 63% | 1495 | 3602 | 42% | PRECINCT CHILLICOTHE 3-A - AAL | 323 | 166 | 51% | 57% | 1661 | 3925 | 42% | PRECINCT CHILLICOTHE 6-A - ABA | 339 | 179 | 53% | 47% | 1840 | 4264 | 43% | PRECINCT BUCKSKIN NORTH - ABE | 337 | 103 | 31% | 70% | 1943 | 4601 | 42% | PRECINCT CHILLICOTHE 2-B - AAH | 353 | 172 | 49% | 69% | 2115 | 4954 | 43% | PRECINCT HUNTINGTON SOUTH - ABY | 371 | 126 | 34% | 55% | 2241 | 5325 | 42% | PRECINCT SPRINGFIELD SOUTH - ACO | 373 | 114 | 31% | 73% | 2355 | 5698 | 41% | PRECINCT TWIN CENTRAL - ACP | 376 | 98 | 26% | 65% | 2453 | 6074 | 40% | PRECINCT COLERAIN ADELPHI - ABH | 379 | 112 | 30% | 62% | 2565 | 6453 | 40% | PRECINCT TWIN NORTH - ACR | 402 | 154 | 38% | 79% | 2719 | 6855 | 40% | PRECINCT BUCKSKIN SOUTH SALEM - ABF | 390 | 162 | 42% | 63% | 2881 | 7245 | 40% | PRECINCT DEER CLARK - ABP | 409 | 118 | 29% | 70% | 2999 | 7654 | 39% | PRECINCT CHILLICOTHE 6-C - ABC | 387 | 208 | 54% | 51% | 3207 | 8041 | 40% | PRECINCT PAXTON PAXTON - ACF | 403 | 105 | 26% | 66% | 3312 | 8444 | 39% | PRECINCT SCIOTO SOUTH - ACL | 421 | 151 | 36% | 61% | 3463 | 8865 | 39% | PRECINCT SCIOTO CENTRAL - ACG | 410 | 147 | 36% | 62% | 3610 | 9275 | 39% | PRECINCT UNION CENTRAL - ACT | 431 | 148 | 34% | 69% | 3758 | 9706 | 39% | PRECINCT TWIN SOUTH - ACS | 437 | 110 | 25% | 71% | 3868 | 10143 | 38% | PRECINCT CHILLICOTHE 1-B - AAB | 435 | 174 | 40% | 80% | 4042 | 10578 | 38% | PRECINCT GREEN KINGSTON - ABS | 438 | 147 | 34% | 66% | 4189 | 11016 | 38% | PRECINCT CONCORD FRANK CORP. - ABL | 432 | 165 | 38% | 65% | 4354 | 11448 | 38% | PRECINCT CHILLICOTHE 4-C - AAS | 442 | 222 | 50% | 55% | 4576 | 11890 | 38% | PRECINCT CHILLICOTHE 5-B - AAV | 439 | 188 | 43% | 72% | 4764 | 12329 | 39% | PRECINCT COLERAIN WEST - ABJ | 454 | 111 | 24% | 73% | 4875 | 12783 | 38% | PRECINCT CHILLICOTHE 1-D - AAD | 464 | 175 | 38% | 81% | 5050 | 13247 | 38% | PRECINCT CHILLICOTHE 2-C - AAI | 471 | 202 | 43% | 75% | 5252 | 13718 | 38% | PRECINCT PAINT TWP. - ACD | 467 | 121 | 26% | 67% | 5373 | 14185 | 38% | PRECINCT CHILLICOTHE 5-C - AAW | 462 | 201 | 44% | 73% | 5574 | 14647 | 38% | PRECINCT LIBERTY EAST - ACB | 478 | 135 | 28% | 64% | 5709 | 15125 | 38% | PRECINCT JEFFERSON TWP. - ACA | 483 | 132 | 27% | 69% | 5841 | 15608 | 37% | PRECINCT SCIOTO WEST - ACM | 489 | 227 | 46% | 55% | 6068 | 16097 | 38% | PRECINCT HUNTINGTON WEST - ABZ | 512 | 158 | 31% | 75% | 6226 | 16609 | 37% | PRECINCT HARRISON TWP. - ABV | 404 | 150 | 37% | 55% | 6376 | 17013 | 37% | PRECINCT CHILLICOTHE 2-D - AAJ | 603 | 253 | 42% | 88% | 6629 | 17616 | 38% | PRECINCT GREEN NORTH - ABT | 522 | 142 | 27% | 74% | 6771 | 18138 | 37% | PRECINCT UNION EAST - ACU | 537 | 159 | 30% | 65% | 6930 | 18675 | 37% | PRECINCT CHILLICOTHE 3-D - AAO | 526 | 213 | 40% | 62% | 7143 | 19201 | 37% | PRECINCT CONCORD ROXABELL - ABN | 545 | 144 | 26% | 69% | 7287 | 19746 | 37% | PRECINCT CHILLICOTHE 1-C - AAC | 542 | 222 | 41% | 73% | 7509 | 20288 | 37% | PRECINCT CONCORD FRANK PREC. - ABM | 569 | 149 | 26% | 78% | 7658 | 20857 | 37% | PRECINCT CHILLICOTHE 2-A - AAG | 580 | 270 | 47% | 68% | 7928 | 21437 | 37% | PRECINCT HUNTINGTON EAST - ABW | 604 | 152 | 25% | 69% | 8080 | 22041 | 37% | PRECINCT SCIOTO SIX - ACK | 599 | 218 | 36% | 72% | 8298 | 22640 | 37% | PRECINCT UNION SOUTH - ACX | 652 | 207 | 32% | 70% | 8505 | 23292 | 37% | PRECINCT LIBERTY WEST - ACC | 660 | 212 | 32% | 73% | 8717 | 23952 | 36% | PRECINCT CHILLICOTHE 1-A - AAA | 676 | 289 | 43% | 66% | 9006 | 24628 | 37% | PRECINCT HUNTINGTON NORTH - ABX | 669 | 195 | 29% | 59% | 9201 | 25297 | 36% | PRECINCT GREEN SOUTH - ABU | 691 | 203 | 29% | 72% | 9404 | 25988 | 36% | PRECINCT SPRINGFIELD NORTH - ACN | 721 | 234 | 32% | 66% | 9638 | 26709 | 36% | PRECINCT GREEN WEST - ADA | 740 | 222 | 30% | 74% | 9860 | 27449 | 36% | PRECINCT UNION WEST - ACY | 745 | 224 | 30% | 72% | 10084 | 28194 | 36% | PRECINCT UNION PV - ACW | 814 | 272 | 33% | 67% | 10356 | 29008 | 36% |
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