Michigan
ALL votes from Kalamazoo County.
Precincts added in order of number of votes.
Voters: 125,460 Precincts (polling places): 108 Average voters per precinct: 1,162 Votes in median precinct: 1,134Voting Machine: ES&S AutoMARK+Model 100 Ballot Marking Device or System+Optical Scan
Data from: Michigan Secretary of State
deltaM = 6.4%deltaMxV = 7,992
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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 HILLARY CLINTON
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 |
Leftmost Digit of Vote Count - Frequency of Occurance
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 GARY JOHNSON
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 |
Leftmost Digit of Vote Count - Frequency of Occurance
Show Data
Leftmost Digit | Expected Distribution | HILLARY CLINTON | DONALD J. TRUMP | GARY JOHNSON |
1 | 30.1% | 8.3% | 13% | 7.4% |
2 | 17.6% | 9.3% | 8.3% | 7.4% |
3 | 12.5% | 8.3% | 19.4% | 13% |
4 | 9.7% | 15.7% | 13% | 19.4% |
5 | 7.9% | 10.2% | 13.9% | 17.6% |
6 | 6.7% | 17.6% | 10.2% | 14.8% |
7 | 5.8% | 13.9% | 10.2% | 12% |
8 | 5.1% | 12% | 9.3% | 6.5% |
9 | 4.6% | 4.6% | 2.8% | 1.9% |
Detailed Data
Download graph dataHILLARY CLINTON (D): Percent of votes: 53.52%, Total votes: 67148 out of 125460
Data
Precinct | Total Votes |
Votes | Percent | Cumulative | Cumulative Total | Cumulative Pct | KALAMAZOO TOWNSHIP 1 | 261 | 124 | 48% | 124 | 261 | 48% | COOPER TOWNSHIP 5 | 398 | 210 | 53% | 334 | 659 | 51% | KALAMAZOO TOWNSHIP 8 | 413 | 310 | 75% | 644 | 1072 | 60% | COMSTOCK TOWNSHIP 3 | 506 | 223 | 44% | 867 | 1578 | 55% | COMSTOCK TOWNSHIP 7 | 588 | 348 | 59% | 1215 | 2166 | 56% | KALAMAZOO TOWNSHIP 4 | 596 | 422 | 71% | 1637 | 2762 | 59% | KALAMAZOO CITY 27 | 611 | 493 | 81% | 2130 | 3373 | 63% | OSHTEMO TOWNSHIP 10 | 624 | 296 | 47% | 2426 | 3997 | 61% | WAKESHMA TOWNSHIP 1 | 627 | 161 | 26% | 2587 | 4624 | 56% | KALAMAZOO CITY 13 | 642 | 483 | 75% | 3070 | 5266 | 58% | KALAMAZOO CITY 14 | 702 | 537 | 76% | 3607 | 5968 | 60% | KALAMAZOO CITY 23 | 722 | 486 | 67% | 4093 | 6690 | 61% | GALESBURG CITY 1 | 725 | 281 | 39% | 4374 | 7415 | 59% | KALAMAZOO TOWNSHIP 11 | 726 | 473 | 65% | 4847 | 8141 | 60% | COOPER TOWNSHIP 1 | 473 | 297 | 63% | 5144 | 8614 | 60% | KALAMAZOO CITY 24 | 1002 | 561 | 56% | 5705 | 9616 | 59% | OSHTEMO TOWNSHIP 8 | 747 | 424 | 57% | 6129 | 10363 | 59% | SCHOOLCRAFT TOWNSHIP 2 | 750 | 287 | 38% | 6416 | 11113 | 58% | KALAMAZOO TOWNSHIP 2 | 748 | 399 | 53% | 6815 | 11861 | 57% | PAVILION TOWNSHIP 2 | 801 | 274 | 34% | 7089 | 12662 | 56% | KALAMAZOO CITY 11 | 823 | 720 | 87% | 7809 | 13485 | 58% | PAVILION TOWNSHIP 3 | 833 | 374 | 45% | 8183 | 14318 | 57% | KALAMAZOO CITY 4 | 847 | 461 | 54% | 8644 | 15165 | 57% | SCHOOLCRAFT TOWNSHIP 4 | 844 | 295 | 35% | 8939 | 16009 | 56% | ALAMO TOWNSHIP 1 | 853 | 297 | 35% | 9236 | 16862 | 55% | KALAMAZOO CITY 8 | 868 | 803 | 93% | 10039 | 17730 | 57% | PORTAGE CITY 2 | 907 | 500 | 55% | 10539 | 18637 | 57% | PARCHMENT CITY 1 | 911 | 487 | 53% | 11026 | 19548 | 56% | COOPER TOWNSHIP 2 | 922 | 391 | 42% | 11417 | 20470 | 56% | KALAMAZOO CITY 1 | 946 | 747 | 79% | 12164 | 21416 | 57% | KALAMAZOO CITY 9 | 955 | 913 | 96% | 13077 | 22371 | 58% | OSHTEMO TOWNSHIP 5 | 954 | 718 | 75% | 13795 | 23325 | 59% | COMSTOCK TOWNSHIP 5 | 965 | 354 | 37% | 14149 | 24290 | 58% | KALAMAZOO TOWNSHIP 7 | 971 | 638 | 66% | 14787 | 25261 | 59% | KALAMAZOO TOWNSHIP 10 | 990 | 641 | 65% | 15428 | 26251 | 59% | OSHTEMO TOWNSHIP 1 | 994 | 398 | 40% | 15826 | 27245 | 58% | COMSTOCK TOWNSHIP 2 | 1010 | 469 | 46% | 16295 | 28255 | 58% | PORTAGE CITY 1 | 1013 | 604 | 60% | 16899 | 29268 | 58% | KALAMAZOO CITY 21 | 1031 | 786 | 76% | 17685 | 30299 | 58% | CHARLESTON TOWNSHIP 1 | 1036 | 355 | 34% | 18040 | 31335 | 58% | PORTAGE CITY 5 | 1044 | 468 | 45% | 18508 | 32379 | 57% | OSHTEMO TOWNSHIP 7 | 1063 | 619 | 58% | 19127 | 33442 | 57% | COMSTOCK TOWNSHIP 4 | 1067 | 471 | 44% | 19598 | 34509 | 57% | KALAMAZOO CITY 18 | 1080 | 682 | 63% | 20280 | 35589 | 57% | OSHTEMO TOWNSHIP 6 | 1087 | 640 | 59% | 20920 | 36676 | 57% | KALAMAZOO CITY 15 | 1086 | 815 | 75% | 21735 | 37762 | 58% | COMSTOCK TOWNSHIP 8 | 1092 | 513 | 47% | 22248 | 38854 | 57% | KALAMAZOO CITY 25 | 1099 | 703 | 64% | 22951 | 39953 | 57% | KALAMAZOO CITY 3 | 1101 | 870 | 79% | 23821 | 41054 | 58% | BRADY TOWNSHIP 2 | 1106 | 277 | 25% | 24098 | 42160 | 57% | SCHOOLCRAFT TOWNSHIP 1 | 1108 | 467 | 42% | 24565 | 43268 | 57% | KALAMAZOO CITY 17 | 1110 | 710 | 64% | 25275 | 44378 | 57% | PORTAGE CITY 9 | 1126 | 581 | 52% | 25856 | 45504 | 57% | TEXAS TOWNSHIP 3 | 1134 | 571 | 50% | 26427 | 46638 | 57% | RICHLAND TOWNSHIP 2 | 1138 | 458 | 40% | 26885 | 47776 | 56% | KALAMAZOO TOWNSHIP 12 | 1149 | 793 | 69% | 27678 | 48925 | 57% | PORTAGE CITY 4 | 1174 | 518 | 44% | 28196 | 50099 | 56% | OSHTEMO TOWNSHIP 3 | 1184 | 717 | 61% | 28913 | 51283 | 56% | KALAMAZOO CITY 7 | 1194 | 1008 | 84% | 29921 | 52477 | 57% | COMSTOCK TOWNSHIP 6 | 1209 | 624 | 52% | 30545 | 53686 | 57% | CLIMAX TOWNSHIP 1 | 1211 | 348 | 29% | 30893 | 54897 | 56% | PORTAGE CITY 19 | 1217 | 676 | 56% | 31569 | 56114 | 56% | PORTAGE CITY 18 | 1220 | 648 | 53% | 32217 | 57334 | 56% | KALAMAZOO CITY 26 | 1243 | 841 | 68% | 33058 | 58577 | 56% | KALAMAZOO CITY 6 | 1252 | 843 | 67% | 33901 | 59829 | 57% | PORTAGE CITY 15 | 1257 | 689 | 55% | 34590 | 61086 | 57% | PORTAGE CITY 14 | 1262 | 645 | 51% | 35235 | 62348 | 57% | BRADY TOWNSHIP 1 | 1282 | 451 | 35% | 35686 | 63630 | 56% | OSHTEMO TOWNSHIP 4 | 1284 | 771 | 60% | 36457 | 64914 | 56% | KALAMAZOO CITY 12 | 1302 | 830 | 64% | 37287 | 66216 | 56% | COMSTOCK TOWNSHIP 1 | 1317 | 480 | 36% | 37767 | 67533 | 56% | KALAMAZOO CITY 16 | 1322 | 859 | 65% | 38626 | 68855 | 56% | PORTAGE CITY 3 | 1331 | 627 | 47% | 39253 | 70186 | 56% | ALAMO TOWNSHIP 2 | 1332 | 480 | 36% | 39733 | 71518 | 56% | PORTAGE CITY 17 | 1353 | 649 | 48% | 40382 | 72871 | 55% | PRAIRIE RONDE TOWNSHIP 1 | 1380 | 435 | 32% | 40817 | 74251 | 55% | PORTAGE CITY 6 | 1396 | 611 | 44% | 41428 | 75647 | 55% | KALAMAZOO TOWNSHIP 5 | 1407 | 954 | 68% | 42382 | 77054 | 55% | PAVILION TOWNSHIP 1 | 1424 | 536 | 38% | 42918 | 78478 | 55% | TEXAS TOWNSHIP 2 | 1426 | 562 | 39% | 43480 | 79904 | 54% | KALAMAZOO CITY 22 | 1476 | 1034 | 70% | 44514 | 81380 | 55% | KALAMAZOO CITY 19 | 1380 | 950 | 69% | 45464 | 82760 | 55% | PORTAGE CITY 8 | 1426 | 712 | 50% | 46176 | 84186 | 55% | KALAMAZOO CITY 10 | 1434 | 899 | 63% | 47075 | 85620 | 55% | PORTAGE CITY 11 | 1471 | 805 | 55% | 47880 | 87091 | 55% | ROSS TOWNSHIP 1 | 1481 | 554 | 37% | 48434 | 88572 | 55% | TEXAS TOWNSHIP 1 | 1485 | 575 | 39% | 49009 | 90057 | 54% | OSHTEMO TOWNSHIP 9 | 1527 | 924 | 61% | 49933 | 91584 | 55% | PORTAGE CITY 10 | 1521 | 656 | 43% | 50589 | 93105 | 54% | ROSS TOWNSHIP 2 | 1533 | 604 | 39% | 51193 | 94638 | 54% | KALAMAZOO CITY 5 | 1558 | 1088 | 70% | 52281 | 96196 | 54% | PORTAGE CITY 12 | 1563 | 778 | 50% | 53059 | 97759 | 54% | KALAMAZOO CITY 20 | 1609 | 1168 | 73% | 54227 | 99368 | 55% | KALAMAZOO TOWNSHIP 9 | 1637 | 888 | 54% | 55115 | 101005 | 55% | OSHTEMO TOWNSHIP 2 | 1639 | 787 | 48% | 55902 | 102644 | 54% | COOPER TOWNSHIP 3 | 1643 | 762 | 46% | 56664 | 104287 | 54% | PORTAGE CITY 16 | 1667 | 885 | 53% | 57549 | 105954 | 54% | RICHLAND TOWNSHIP 3 | 1693 | 765 | 45% | 58314 | 107647 | 54% | SCHOOLCRAFT TOWNSHIP 3 | 1700 | 680 | 40% | 58994 | 109347 | 54% | RICHLAND TOWNSHIP 1 | 1704 | 684 | 40% | 59678 | 111051 | 54% | COOPER TOWNSHIP 4 | 1722 | 617 | 36% | 60295 | 112773 | 53% | TEXAS TOWNSHIP 6 | 1732 | 722 | 42% | 61017 | 114505 | 53% | TEXAS TOWNSHIP 4 | 1765 | 839 | 48% | 61856 | 116270 | 53% | PORTAGE CITY 7 | 1766 | 1016 | 58% | 62872 | 118036 | 53% | KALAMAZOO TOWNSHIP 3 | 1781 | 1064 | 60% | 63936 | 119817 | 53% | TEXAS TOWNSHIP 5 | 1804 | 855 | 47% | 64791 | 121621 | 53% | PORTAGE CITY 13 | 1835 | 919 | 50% | 65710 | 123456 | 53% | KALAMAZOO CITY 2 | 2004 | 1438 | 72% | 67148 | 125460 | 54% |
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DONALD J. TRUMP (R): Percent of votes: 40.68%, Total votes: 51034 out of 125460
Data
Precinct | Total Votes |
Votes | Percent | Cumulative | Cumulative Total | Cumulative Pct | KALAMAZOO TOWNSHIP 1 | 261 | 117 | 45% | 117 | 261 | 45% | COOPER TOWNSHIP 5 | 398 | 155 | 39% | 272 | 659 | 41% | KALAMAZOO TOWNSHIP 8 | 413 | 85 | 21% | 357 | 1072 | 33% | COMSTOCK TOWNSHIP 3 | 506 | 245 | 48% | 602 | 1578 | 38% | COMSTOCK TOWNSHIP 7 | 588 | 195 | 33% | 797 | 2166 | 37% | KALAMAZOO TOWNSHIP 4 | 596 | 140 | 23% | 937 | 2762 | 34% | KALAMAZOO CITY 27 | 611 | 71 | 12% | 1008 | 3373 | 30% | OSHTEMO TOWNSHIP 10 | 624 | 291 | 47% | 1299 | 3997 | 32% | WAKESHMA TOWNSHIP 1 | 627 | 430 | 69% | 1729 | 4624 | 37% | KALAMAZOO CITY 13 | 642 | 126 | 20% | 1855 | 5266 | 35% | KALAMAZOO CITY 14 | 702 | 124 | 18% | 1979 | 5968 | 33% | KALAMAZOO CITY 23 | 722 | 184 | 25% | 2163 | 6690 | 32% | GALESBURG CITY 1 | 725 | 395 | 54% | 2558 | 7415 | 34% | KALAMAZOO TOWNSHIP 11 | 726 | 196 | 27% | 2754 | 8141 | 34% | KALAMAZOO CITY 24 | 473 | 131 | 28% | 2885 | 8614 | 33% | COOPER TOWNSHIP 1 | 1002 | 411 | 41% | 3296 | 9616 | 34% | OSHTEMO TOWNSHIP 8 | 747 | 272 | 36% | 3568 | 10363 | 34% | SCHOOLCRAFT TOWNSHIP 2 | 750 | 429 | 57% | 3997 | 11113 | 36% | KALAMAZOO TOWNSHIP 2 | 748 | 301 | 40% | 4298 | 11861 | 36% | PAVILION TOWNSHIP 2 | 801 | 484 | 60% | 4782 | 12662 | 38% | KALAMAZOO CITY 11 | 823 | 73 | 9% | 4855 | 13485 | 36% | PAVILION TOWNSHIP 3 | 833 | 409 | 49% | 5264 | 14318 | 37% | KALAMAZOO CITY 4 | 847 | 292 | 34% | 5556 | 15165 | 37% | SCHOOLCRAFT TOWNSHIP 4 | 844 | 524 | 62% | 6080 | 16009 | 38% | ALAMO TOWNSHIP 1 | 853 | 508 | 60% | 6588 | 16862 | 39% | KALAMAZOO CITY 8 | 868 | 43 | 5% | 6631 | 17730 | 37% | PORTAGE CITY 2 | 907 | 326 | 36% | 6957 | 18637 | 37% | PARCHMENT CITY 1 | 911 | 353 | 39% | 7310 | 19548 | 37% | COOPER TOWNSHIP 2 | 922 | 477 | 52% | 7787 | 20470 | 38% | KALAMAZOO CITY 1 | 946 | 141 | 15% | 7928 | 21416 | 37% | KALAMAZOO CITY 9 | 955 | 31 | 3% | 7959 | 22371 | 36% | OSHTEMO TOWNSHIP 5 | 954 | 173 | 18% | 8132 | 23325 | 35% | COMSTOCK TOWNSHIP 5 | 965 | 566 | 59% | 8698 | 24290 | 36% | KALAMAZOO TOWNSHIP 7 | 971 | 273 | 28% | 8971 | 25261 | 36% | KALAMAZOO TOWNSHIP 10 | 990 | 285 | 29% | 9256 | 26251 | 35% | OSHTEMO TOWNSHIP 1 | 994 | 547 | 55% | 9803 | 27245 | 36% | COMSTOCK TOWNSHIP 2 | 1010 | 465 | 46% | 10268 | 28255 | 36% | PORTAGE CITY 1 | 1013 | 348 | 34% | 10616 | 29268 | 36% | KALAMAZOO CITY 21 | 1031 | 202 | 20% | 10818 | 30299 | 36% | CHARLESTON TOWNSHIP 1 | 1036 | 624 | 60% | 11442 | 31335 | 37% | PORTAGE CITY 5 | 1044 | 505 | 48% | 11947 | 32379 | 37% | OSHTEMO TOWNSHIP 7 | 1063 | 390 | 37% | 12337 | 33442 | 37% | COMSTOCK TOWNSHIP 4 | 1067 | 539 | 51% | 12876 | 34509 | 37% | KALAMAZOO CITY 18 | 1080 | 325 | 30% | 13201 | 35589 | 37% | OSHTEMO TOWNSHIP 6 | 1087 | 377 | 35% | 13578 | 36676 | 37% | KALAMAZOO CITY 15 | 1086 | 211 | 19% | 13789 | 37762 | 37% | COMSTOCK TOWNSHIP 8 | 1092 | 529 | 48% | 14318 | 38854 | 37% | KALAMAZOO CITY 25 | 1099 | 337 | 31% | 14655 | 39953 | 37% | KALAMAZOO CITY 3 | 1101 | 133 | 12% | 14788 | 41054 | 36% | BRADY TOWNSHIP 2 | 1106 | 765 | 69% | 15553 | 42160 | 37% | SCHOOLCRAFT TOWNSHIP 1 | 1108 | 582 | 53% | 16135 | 43268 | 37% | KALAMAZOO CITY 17 | 1110 | 335 | 30% | 16470 | 44378 | 37% | PORTAGE CITY 9 | 1126 | 487 | 43% | 16957 | 45504 | 37% | TEXAS TOWNSHIP 3 | 1134 | 509 | 45% | 17466 | 46638 | 37% | RICHLAND TOWNSHIP 2 | 1138 | 611 | 54% | 18077 | 47776 | 38% | KALAMAZOO TOWNSHIP 12 | 1149 | 296 | 26% | 18373 | 48925 | 38% | PORTAGE CITY 4 | 1174 | 594 | 51% | 18967 | 50099 | 38% | OSHTEMO TOWNSHIP 3 | 1184 | 413 | 35% | 19380 | 51283 | 38% | KALAMAZOO CITY 7 | 1194 | 106 | 9% | 19486 | 52477 | 37% | COMSTOCK TOWNSHIP 6 | 1209 | 508 | 42% | 19994 | 53686 | 37% | CLIMAX TOWNSHIP 1 | 1211 | 808 | 67% | 20802 | 54897 | 38% | PORTAGE CITY 19 | 1217 | 475 | 39% | 21277 | 56114 | 38% | PORTAGE CITY 18 | 1220 | 513 | 42% | 21790 | 57334 | 38% | KALAMAZOO CITY 26 | 1243 | 343 | 28% | 22133 | 58577 | 38% | KALAMAZOO CITY 6 | 1252 | 343 | 27% | 22476 | 59829 | 38% | PORTAGE CITY 15 | 1257 | 499 | 40% | 22975 | 61086 | 38% | PORTAGE CITY 14 | 1262 | 540 | 43% | 23515 | 62348 | 38% | BRADY TOWNSHIP 1 | 1282 | 761 | 59% | 24276 | 63630 | 38% | OSHTEMO TOWNSHIP 4 | 1284 | 439 | 34% | 24715 | 64914 | 38% | KALAMAZOO CITY 12 | 1302 | 385 | 30% | 25100 | 66216 | 38% | COMSTOCK TOWNSHIP 1 | 1317 | 753 | 57% | 25853 | 67533 | 38% | KALAMAZOO CITY 16 | 1322 | 377 | 29% | 26230 | 68855 | 38% | PORTAGE CITY 3 | 1331 | 626 | 47% | 26856 | 70186 | 38% | ALAMO TOWNSHIP 2 | 1332 | 794 | 60% | 27650 | 71518 | 39% | PORTAGE CITY 17 | 1353 | 631 | 47% | 28281 | 72871 | 39% | PRAIRIE RONDE TOWNSHIP 1 | 1380 | 874 | 63% | 29155 | 74251 | 39% | PORTAGE CITY 6 | 1396 | 696 | 50% | 29851 | 75647 | 39% | KALAMAZOO TOWNSHIP 5 | 1407 | 365 | 26% | 30216 | 77054 | 39% | PAVILION TOWNSHIP 1 | 1424 | 806 | 57% | 31022 | 78478 | 40% | TEXAS TOWNSHIP 2 | 1426 | 790 | 55% | 31812 | 79904 | 40% | KALAMAZOO CITY 19 | 1476 | 367 | 25% | 32179 | 81380 | 40% | KALAMAZOO CITY 22 | 1380 | 316 | 23% | 32495 | 82760 | 39% | PORTAGE CITY 8 | 1426 | 637 | 45% | 33132 | 84186 | 39% | KALAMAZOO CITY 10 | 1434 | 432 | 30% | 33564 | 85620 | 39% | PORTAGE CITY 11 | 1471 | 584 | 40% | 34148 | 87091 | 39% | ROSS TOWNSHIP 1 | 1481 | 834 | 56% | 34982 | 88572 | 39% | TEXAS TOWNSHIP 1 | 1485 | 840 | 57% | 35822 | 90057 | 40% | OSHTEMO TOWNSHIP 9 | 1527 | 529 | 35% | 36351 | 91584 | 40% | PORTAGE CITY 10 | 1521 | 770 | 51% | 37121 | 93105 | 40% | ROSS TOWNSHIP 2 | 1533 | 885 | 58% | 38006 | 94638 | 40% | KALAMAZOO CITY 5 | 1558 | 348 | 22% | 38354 | 96196 | 40% | PORTAGE CITY 12 | 1563 | 698 | 45% | 39052 | 97759 | 40% | KALAMAZOO CITY 20 | 1609 | 348 | 22% | 39400 | 99368 | 40% | KALAMAZOO TOWNSHIP 9 | 1637 | 657 | 40% | 40057 | 101005 | 40% | OSHTEMO TOWNSHIP 2 | 1639 | 762 | 46% | 40819 | 102644 | 40% | COOPER TOWNSHIP 3 | 1643 | 765 | 47% | 41584 | 104287 | 40% | PORTAGE CITY 16 | 1667 | 684 | 41% | 42268 | 105954 | 40% | RICHLAND TOWNSHIP 3 | 1693 | 830 | 49% | 43098 | 107647 | 40% | SCHOOLCRAFT TOWNSHIP 3 | 1700 | 917 | 54% | 44015 | 109347 | 40% | RICHLAND TOWNSHIP 1 | 1704 | 930 | 55% | 44945 | 111051 | 40% | COOPER TOWNSHIP 4 | 1722 | 1026 | 60% | 45971 | 112773 | 41% | TEXAS TOWNSHIP 6 | 1732 | 928 | 54% | 46899 | 114505 | 41% | TEXAS TOWNSHIP 4 | 1765 | 848 | 48% | 47747 | 116270 | 41% | PORTAGE CITY 7 | 1766 | 633 | 36% | 48380 | 118036 | 41% | KALAMAZOO TOWNSHIP 3 | 1781 | 617 | 35% | 48997 | 119817 | 41% | TEXAS TOWNSHIP 5 | 1804 | 857 | 48% | 49854 | 121621 | 41% | PORTAGE CITY 13 | 1835 | 782 | 43% | 50636 | 123456 | 41% | KALAMAZOO CITY 2 | 2004 | 398 | 20% | 51034 | 125460 | 41% |
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GARY JOHNSON (L): Percent of votes: 4.5%, Total votes: 5644 out of 125460
Data
Precinct | Total Votes |
Votes | Percent | Cumulative | Cumulative Total | Cumulative Pct | KALAMAZOO TOWNSHIP 1 | 261 | 12 | 5% | 12 | 261 | 5% | COOPER TOWNSHIP 5 | 398 | 25 | 6% | 37 | 659 | 6% | KALAMAZOO TOWNSHIP 8 | 413 | 15 | 4% | 52 | 1072 | 5% | COMSTOCK TOWNSHIP 3 | 506 | 31 | 6% | 83 | 1578 | 5% | COMSTOCK TOWNSHIP 7 | 588 | 35 | 6% | 118 | 2166 | 5% | KALAMAZOO TOWNSHIP 4 | 596 | 19 | 3% | 137 | 2762 | 5% | KALAMAZOO CITY 27 | 611 | 23 | 4% | 160 | 3373 | 5% | OSHTEMO TOWNSHIP 10 | 624 | 26 | 4% | 186 | 3997 | 5% | WAKESHMA TOWNSHIP 1 | 627 | 31 | 5% | 217 | 4624 | 5% | KALAMAZOO CITY 13 | 642 | 16 | 2% | 233 | 5266 | 4% | KALAMAZOO CITY 14 | 702 | 25 | 4% | 258 | 5968 | 4% | KALAMAZOO CITY 23 | 722 | 34 | 5% | 292 | 6690 | 4% | GALESBURG CITY 1 | 725 | 36 | 5% | 328 | 7415 | 4% | KALAMAZOO TOWNSHIP 11 | 726 | 43 | 6% | 371 | 8141 | 5% | KALAMAZOO CITY 24 | 473 | 27 | 6% | 398 | 8614 | 5% | COOPER TOWNSHIP 1 | 1002 | 23 | 2% | 421 | 9616 | 4% | OSHTEMO TOWNSHIP 8 | 747 | 34 | 5% | 455 | 10363 | 4% | SCHOOLCRAFT TOWNSHIP 2 | 750 | 27 | 4% | 482 | 11113 | 4% | KALAMAZOO TOWNSHIP 2 | 748 | 33 | 4% | 515 | 11861 | 4% | PAVILION TOWNSHIP 2 | 801 | 35 | 4% | 550 | 12662 | 4% | KALAMAZOO CITY 11 | 823 | 16 | 2% | 566 | 13485 | 4% | PAVILION TOWNSHIP 3 | 833 | 35 | 4% | 601 | 14318 | 4% | KALAMAZOO CITY 4 | 847 | 73 | 9% | 674 | 15165 | 4% | SCHOOLCRAFT TOWNSHIP 4 | 844 | 20 | 2% | 694 | 16009 | 4% | ALAMO TOWNSHIP 1 | 853 | 40 | 5% | 734 | 16862 | 4% | KALAMAZOO CITY 8 | 868 | 13 | 1% | 747 | 17730 | 4% | PORTAGE CITY 2 | 907 | 60 | 7% | 807 | 18637 | 4% | PARCHMENT CITY 1 | 911 | 55 | 6% | 862 | 19548 | 4% | COOPER TOWNSHIP 2 | 922 | 47 | 5% | 909 | 20470 | 4% | KALAMAZOO CITY 1 | 946 | 34 | 4% | 943 | 21416 | 4% | KALAMAZOO CITY 9 | 955 | 6 | 1% | 949 | 22371 | 4% | OSHTEMO TOWNSHIP 5 | 954 | 42 | 4% | 991 | 23325 | 4% | COMSTOCK TOWNSHIP 5 | 965 | 42 | 4% | 1033 | 24290 | 4% | KALAMAZOO TOWNSHIP 7 | 971 | 39 | 4% | 1072 | 25261 | 4% | KALAMAZOO TOWNSHIP 10 | 990 | 43 | 4% | 1115 | 26251 | 4% | OSHTEMO TOWNSHIP 1 | 994 | 40 | 4% | 1155 | 27245 | 4% | COMSTOCK TOWNSHIP 2 | 1010 | 58 | 6% | 1213 | 28255 | 4% | PORTAGE CITY 1 | 1013 | 44 | 4% | 1257 | 29268 | 4% | KALAMAZOO CITY 21 | 1031 | 30 | 3% | 1287 | 30299 | 4% | CHARLESTON TOWNSHIP 1 | 1036 | 41 | 4% | 1328 | 31335 | 4% | PORTAGE CITY 5 | 1044 | 55 | 5% | 1383 | 32379 | 4% | OSHTEMO TOWNSHIP 7 | 1063 | 39 | 4% | 1422 | 33442 | 4% | COMSTOCK TOWNSHIP 4 | 1067 | 50 | 5% | 1472 | 34509 | 4% | KALAMAZOO CITY 18 | 1080 | 51 | 5% | 1523 | 35589 | 4% | OSHTEMO TOWNSHIP 6 | 1087 | 57 | 5% | 1580 | 36676 | 4% | KALAMAZOO CITY 15 | 1086 | 39 | 4% | 1619 | 37762 | 4% | COMSTOCK TOWNSHIP 8 | 1092 | 42 | 4% | 1661 | 38854 | 4% | KALAMAZOO CITY 25 | 1099 | 51 | 5% | 1712 | 39953 | 4% | KALAMAZOO CITY 3 | 1101 | 53 | 5% | 1765 | 41054 | 4% | BRADY TOWNSHIP 2 | 1106 | 60 | 5% | 1825 | 42160 | 4% | SCHOOLCRAFT TOWNSHIP 1 | 1108 | 49 | 4% | 1874 | 43268 | 4% | KALAMAZOO CITY 17 | 1110 | 50 | 5% | 1924 | 44378 | 4% | PORTAGE CITY 9 | 1126 | 50 | 4% | 1974 | 45504 | 4% | TEXAS TOWNSHIP 3 | 1134 | 50 | 4% | 2024 | 46638 | 4% | RICHLAND TOWNSHIP 2 | 1138 | 65 | 6% | 2089 | 47776 | 4% | KALAMAZOO TOWNSHIP 12 | 1149 | 44 | 4% | 2133 | 48925 | 4% | PORTAGE CITY 4 | 1174 | 49 | 4% | 2182 | 50099 | 4% | OSHTEMO TOWNSHIP 3 | 1184 | 43 | 4% | 2225 | 51283 | 4% | KALAMAZOO CITY 7 | 1194 | 40 | 3% | 2265 | 52477 | 4% | COMSTOCK TOWNSHIP 6 | 1209 | 58 | 5% | 2323 | 53686 | 4% | CLIMAX TOWNSHIP 1 | 1211 | 42 | 3% | 2365 | 54897 | 4% | PORTAGE CITY 19 | 1217 | 52 | 4% | 2417 | 56114 | 4% | PORTAGE CITY 18 | 1220 | 48 | 4% | 2465 | 57334 | 4% | KALAMAZOO CITY 26 | 1243 | 46 | 4% | 2511 | 58577 | 4% | KALAMAZOO CITY 6 | 1252 | 47 | 4% | 2558 | 59829 | 4% | PORTAGE CITY 15 | 1257 | 58 | 5% | 2616 | 61086 | 4% | PORTAGE CITY 14 | 1262 | 65 | 5% | 2681 | 62348 | 4% | BRADY TOWNSHIP 1 | 1282 | 59 | 5% | 2740 | 63630 | 4% | OSHTEMO TOWNSHIP 4 | 1284 | 60 | 5% | 2800 | 64914 | 4% | KALAMAZOO CITY 12 | 1302 | 60 | 5% | 2860 | 66216 | 4% | COMSTOCK TOWNSHIP 1 | 1317 | 65 | 5% | 2925 | 67533 | 4% | KALAMAZOO CITY 16 | 1322 | 66 | 5% | 2991 | 68855 | 4% | PORTAGE CITY 3 | 1331 | 61 | 5% | 3052 | 70186 | 4% | ALAMO TOWNSHIP 2 | 1332 | 46 | 3% | 3098 | 71518 | 4% | PORTAGE CITY 17 | 1353 | 59 | 4% | 3157 | 72871 | 4% | PRAIRIE RONDE TOWNSHIP 1 | 1380 | 58 | 4% | 3215 | 74251 | 4% | PORTAGE CITY 6 | 1396 | 73 | 5% | 3288 | 75647 | 4% | KALAMAZOO TOWNSHIP 5 | 1407 | 69 | 5% | 3357 | 77054 | 4% | PAVILION TOWNSHIP 1 | 1424 | 68 | 5% | 3425 | 78478 | 4% | TEXAS TOWNSHIP 2 | 1426 | 61 | 4% | 3486 | 79904 | 4% | KALAMAZOO CITY 22 | 1476 | 53 | 4% | 3539 | 81380 | 4% | KALAMAZOO CITY 19 | 1380 | 86 | 6% | 3625 | 82760 | 4% | PORTAGE CITY 8 | 1426 | 70 | 5% | 3695 | 84186 | 4% | KALAMAZOO CITY 10 | 1434 | 78 | 5% | 3773 | 85620 | 4% | PORTAGE CITY 11 | 1471 | 67 | 5% | 3840 | 87091 | 4% | ROSS TOWNSHIP 1 | 1481 | 79 | 5% | 3919 | 88572 | 4% | TEXAS TOWNSHIP 1 | 1485 | 60 | 4% | 3979 | 90057 | 4% | OSHTEMO TOWNSHIP 9 | 1527 | 55 | 4% | 4034 | 91584 | 4% | PORTAGE CITY 10 | 1521 | 76 | 5% | 4110 | 93105 | 4% | ROSS TOWNSHIP 2 | 1533 | 40 | 3% | 4150 | 94638 | 4% | KALAMAZOO CITY 5 | 1558 | 92 | 6% | 4242 | 96196 | 4% | PORTAGE CITY 12 | 1563 | 68 | 4% | 4310 | 97759 | 4% | KALAMAZOO CITY 20 | 1609 | 73 | 5% | 4383 | 99368 | 4% | KALAMAZOO TOWNSHIP 9 | 1637 | 71 | 4% | 4454 | 101005 | 4% | OSHTEMO TOWNSHIP 2 | 1639 | 80 | 5% | 4534 | 102644 | 4% | COOPER TOWNSHIP 3 | 1643 | 88 | 5% | 4622 | 104287 | 4% | PORTAGE CITY 16 | 1667 | 82 | 5% | 4704 | 105954 | 4% | RICHLAND TOWNSHIP 3 | 1693 | 85 | 5% | 4789 | 107647 | 4% | SCHOOLCRAFT TOWNSHIP 3 | 1700 | 85 | 5% | 4874 | 109347 | 4% | RICHLAND TOWNSHIP 1 | 1704 | 81 | 5% | 4955 | 111051 | 4% | COOPER TOWNSHIP 4 | 1722 | 74 | 4% | 5029 | 112773 | 4% | TEXAS TOWNSHIP 6 | 1732 | 75 | 4% | 5104 | 114505 | 4% | TEXAS TOWNSHIP 4 | 1765 | 73 | 4% | 5177 | 116270 | 4% | PORTAGE CITY 7 | 1766 | 91 | 5% | 5268 | 118036 | 4% | KALAMAZOO TOWNSHIP 3 | 1781 | 73 | 4% | 5341 | 119817 | 4% | TEXAS TOWNSHIP 5 | 1804 | 76 | 4% | 5417 | 121621 | 4% | PORTAGE CITY 13 | 1835 | 111 | 6% | 5528 | 123456 | 4% | KALAMAZOO CITY 2 | 2004 | 116 | 6% | 5644 | 125460 | 4% |
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JILL STEIN (G): Percent of votes: 1.3%, Total votes: 1634 out of 125460
Data
Precinct | Total Votes |
Votes | Percent | Cumulative | Cumulative Total | Cumulative Pct | KALAMAZOO TOWNSHIP 1 | 261 | 8 | 3% | 8 | 261 | 3% | COOPER TOWNSHIP 5 | 398 | 8 | 2% | 16 | 659 | 2% | KALAMAZOO TOWNSHIP 8 | 413 | 3 | 1% | 19 | 1072 | 2% | COMSTOCK TOWNSHIP 3 | 506 | 7 | 1% | 26 | 1578 | 2% | COMSTOCK TOWNSHIP 7 | 588 | 10 | 2% | 36 | 2166 | 2% | KALAMAZOO TOWNSHIP 4 | 596 | 15 | 3% | 51 | 2762 | 2% | KALAMAZOO CITY 27 | 611 | 24 | 4% | 75 | 3373 | 2% | OSHTEMO TOWNSHIP 10 | 624 | 11 | 2% | 86 | 3997 | 2% | WAKESHMA TOWNSHIP 1 | 627 | 5 | 1% | 91 | 4624 | 2% | KALAMAZOO CITY 13 | 642 | 17 | 3% | 108 | 5266 | 2% | KALAMAZOO CITY 14 | 702 | 16 | 2% | 124 | 5968 | 2% | KALAMAZOO CITY 23 | 722 | 18 | 2% | 142 | 6690 | 2% | GALESBURG CITY 1 | 725 | 13 | 2% | 155 | 7415 | 2% | KALAMAZOO TOWNSHIP 11 | 726 | 14 | 2% | 169 | 8141 | 2% | KALAMAZOO CITY 24 | 473 | 18 | 4% | 187 | 8614 | 2% | COOPER TOWNSHIP 1 | 1002 | 7 | 1% | 194 | 9616 | 2% | OSHTEMO TOWNSHIP 8 | 747 | 17 | 2% | 211 | 10363 | 2% | SCHOOLCRAFT TOWNSHIP 2 | 750 | 7 | 1% | 218 | 11113 | 2% | KALAMAZOO TOWNSHIP 2 | 748 | 15 | 2% | 233 | 11861 | 2% | PAVILION TOWNSHIP 2 | 801 | 8 | 1% | 241 | 12662 | 2% | KALAMAZOO CITY 11 | 823 | 14 | 2% | 255 | 13485 | 2% | PAVILION TOWNSHIP 3 | 833 | 15 | 2% | 270 | 14318 | 2% | KALAMAZOO CITY 4 | 847 | 21 | 2% | 291 | 15165 | 2% | SCHOOLCRAFT TOWNSHIP 4 | 844 | 5 | 1% | 296 | 16009 | 2% | ALAMO TOWNSHIP 1 | 853 | 8 | 1% | 304 | 16862 | 2% | KALAMAZOO CITY 8 | 868 | 9 | 1% | 313 | 17730 | 2% | PORTAGE CITY 2 | 907 | 21 | 2% | 334 | 18637 | 2% | PARCHMENT CITY 1 | 911 | 16 | 2% | 350 | 19548 | 2% | COOPER TOWNSHIP 2 | 922 | 7 | 1% | 357 | 20470 | 2% | KALAMAZOO CITY 1 | 946 | 24 | 3% | 381 | 21416 | 2% | KALAMAZOO CITY 9 | 955 | 5 | 1% | 386 | 22371 | 2% | OSHTEMO TOWNSHIP 5 | 954 | 21 | 2% | 407 | 23325 | 2% | COMSTOCK TOWNSHIP 5 | 965 | 3 | 0% | 410 | 24290 | 2% | KALAMAZOO TOWNSHIP 7 | 971 | 21 | 2% | 431 | 25261 | 2% | KALAMAZOO TOWNSHIP 10 | 990 | 21 | 2% | 452 | 26251 | 2% | OSHTEMO TOWNSHIP 1 | 994 | 9 | 1% | 461 | 27245 | 2% | COMSTOCK TOWNSHIP 2 | 1010 | 18 | 2% | 479 | 28255 | 2% | PORTAGE CITY 1 | 1013 | 17 | 2% | 496 | 29268 | 2% | KALAMAZOO CITY 21 | 1031 | 13 | 1% | 509 | 30299 | 2% | CHARLESTON TOWNSHIP 1 | 1036 | 16 | 2% | 525 | 31335 | 2% | PORTAGE CITY 5 | 1044 | 16 | 2% | 541 | 32379 | 2% | OSHTEMO TOWNSHIP 7 | 1063 | 15 | 1% | 556 | 33442 | 2% | COMSTOCK TOWNSHIP 4 | 1067 | 7 | 1% | 563 | 34509 | 2% | KALAMAZOO CITY 18 | 1080 | 22 | 2% | 585 | 35589 | 2% | OSHTEMO TOWNSHIP 6 | 1087 | 13 | 1% | 598 | 36676 | 2% | KALAMAZOO CITY 15 | 1086 | 21 | 2% | 619 | 37762 | 2% | COMSTOCK TOWNSHIP 8 | 1092 | 8 | 1% | 627 | 38854 | 2% | KALAMAZOO CITY 25 | 1099 | 8 | 1% | 635 | 39953 | 2% | KALAMAZOO CITY 3 | 1101 | 45 | 4% | 680 | 41054 | 2% | BRADY TOWNSHIP 2 | 1106 | 4 | 0% | 684 | 42160 | 2% | SCHOOLCRAFT TOWNSHIP 1 | 1108 | 10 | 1% | 694 | 43268 | 2% | KALAMAZOO CITY 17 | 1110 | 15 | 1% | 709 | 44378 | 2% | PORTAGE CITY 9 | 1126 | 8 | 1% | 717 | 45504 | 2% | TEXAS TOWNSHIP 3 | 1134 | 4 | 0% | 721 | 46638 | 2% | RICHLAND TOWNSHIP 2 | 1138 | 4 | 0% | 725 | 47776 | 2% | KALAMAZOO TOWNSHIP 12 | 1149 | 16 | 1% | 741 | 48925 | 2% | PORTAGE CITY 4 | 1174 | 13 | 1% | 754 | 50099 | 2% | OSHTEMO TOWNSHIP 3 | 1184 | 11 | 1% | 765 | 51283 | 1% | KALAMAZOO CITY 7 | 1194 | 40 | 3% | 805 | 52477 | 2% | COMSTOCK TOWNSHIP 6 | 1209 | 19 | 2% | 824 | 53686 | 2% | CLIMAX TOWNSHIP 1 | 1211 | 13 | 1% | 837 | 54897 | 2% | PORTAGE CITY 19 | 1217 | 14 | 1% | 851 | 56114 | 2% | PORTAGE CITY 18 | 1220 | 11 | 1% | 862 | 57334 | 2% | KALAMAZOO CITY 26 | 1243 | 13 | 1% | 875 | 58577 | 1% | KALAMAZOO CITY 6 | 1252 | 19 | 2% | 894 | 59829 | 1% | PORTAGE CITY 15 | 1257 | 11 | 1% | 905 | 61086 | 1% | PORTAGE CITY 14 | 1262 | 12 | 1% | 917 | 62348 | 1% | BRADY TOWNSHIP 1 | 1282 | 11 | 1% | 928 | 63630 | 1% | OSHTEMO TOWNSHIP 4 | 1284 | 14 | 1% | 942 | 64914 | 1% | KALAMAZOO CITY 12 | 1302 | 27 | 2% | 969 | 66216 | 1% | COMSTOCK TOWNSHIP 1 | 1317 | 19 | 1% | 988 | 67533 | 1% | KALAMAZOO CITY 16 | 1322 | 20 | 2% | 1008 | 68855 | 1% | PORTAGE CITY 3 | 1331 | 17 | 1% | 1025 | 70186 | 1% | ALAMO TOWNSHIP 2 | 1332 | 12 | 1% | 1037 | 71518 | 1% | PORTAGE CITY 17 | 1353 | 14 | 1% | 1051 | 72871 | 1% | PRAIRIE RONDE TOWNSHIP 1 | 1380 | 13 | 1% | 1064 | 74251 | 1% | PORTAGE CITY 6 | 1396 | 16 | 1% | 1080 | 75647 | 1% | KALAMAZOO TOWNSHIP 5 | 1407 | 19 | 1% | 1099 | 77054 | 1% | PAVILION TOWNSHIP 1 | 1424 | 14 | 1% | 1113 | 78478 | 1% | TEXAS TOWNSHIP 2 | 1426 | 13 | 1% | 1126 | 79904 | 1% | KALAMAZOO CITY 22 | 1476 | 22 | 1% | 1148 | 81380 | 1% | KALAMAZOO CITY 19 | 1380 | 28 | 2% | 1176 | 82760 | 1% | PORTAGE CITY 8 | 1426 | 7 | 0% | 1183 | 84186 | 1% | KALAMAZOO CITY 10 | 1434 | 25 | 2% | 1208 | 85620 | 1% | PORTAGE CITY 11 | 1471 | 15 | 1% | 1223 | 87091 | 1% | ROSS TOWNSHIP 1 | 1481 | 14 | 1% | 1237 | 88572 | 1% | TEXAS TOWNSHIP 1 | 1485 | 10 | 1% | 1247 | 90057 | 1% | OSHTEMO TOWNSHIP 9 | 1527 | 19 | 1% | 1266 | 91584 | 1% | PORTAGE CITY 10 | 1521 | 19 | 1% | 1285 | 93105 | 1% | ROSS TOWNSHIP 2 | 1533 | 4 | 0% | 1289 | 94638 | 1% | KALAMAZOO CITY 5 | 1558 | 30 | 2% | 1319 | 96196 | 1% | PORTAGE CITY 12 | 1563 | 19 | 1% | 1338 | 97759 | 1% | KALAMAZOO CITY 20 | 1609 | 20 | 1% | 1358 | 99368 | 1% | KALAMAZOO TOWNSHIP 9 | 1637 | 21 | 1% | 1379 | 101005 | 1% | OSHTEMO TOWNSHIP 2 | 1639 | 10 | 1% | 1389 | 102644 | 1% | COOPER TOWNSHIP 3 | 1643 | 28 | 2% | 1417 | 104287 | 1% | PORTAGE CITY 16 | 1667 | 16 | 1% | 1433 | 105954 | 1% | RICHLAND TOWNSHIP 3 | 1693 | 13 | 1% | 1446 | 107647 | 1% | SCHOOLCRAFT TOWNSHIP 3 | 1700 | 18 | 1% | 1464 | 109347 | 1% | RICHLAND TOWNSHIP 1 | 1704 | 9 | 1% | 1473 | 111051 | 1% | COOPER TOWNSHIP 4 | 1722 | 5 | 0% | 1478 | 112773 | 1% | TEXAS TOWNSHIP 6 | 1732 | 7 | 0% | 1485 | 114505 | 1% | TEXAS TOWNSHIP 4 | 1765 | 5 | 0% | 1490 | 116270 | 1% | PORTAGE CITY 7 | 1766 | 26 | 1% | 1516 | 118036 | 1% | KALAMAZOO TOWNSHIP 3 | 1781 | 27 | 2% | 1543 | 119817 | 1% | TEXAS TOWNSHIP 5 | 1804 | 16 | 1% | 1559 | 121621 | 1% | PORTAGE CITY 13 | 1835 | 23 | 1% | 1582 | 123456 | 1% | KALAMAZOO CITY 2 | 2004 | 52 | 3% | 1634 | 125460 | 1% |
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