Audit Selection Report for St. Vrain Valley School District School Board Candidates (4 Years) Director District B

Proportion of the total number of votes for this contest that were cast within this county: 83.7%

See additional statistical information below...

The audit units are reported for selection in priority order, based on the thresholds below, and the "Sum of Square Roots" pseudorandom number generator using the random seed value 569985350872703 combined with the Batch sequence numbers.

Select the top 3 audit units.

Batch Seq Threshold Random Priority Type Batches Ballots Contest Ballots Alexander Sharp Debbie Lammers Over Under
Totals 6804 11223 8 6746
000086 0.008679 0.005833 1.487989 AB p086_mb_508 150 68 11 34 0 23
000294 0.018793 0.013977 1.344626 AB p294_mb_498 150 148 52 67 0 29
000049 0.010456 0.016331 0.640272 AB p049_mb_665 150 82 25 36 0 21
000076 0.015644 0.024942 0.627192 AB p076_mb_471 150 123 38 46 0 39
000272 0.018667 0.033268 0.561118 AB p272_mb_698 150 147 40 83 0 24
000365 0.018290 0.036266 0.504322 AB p365_mb_417 150 144 38 72 0 34
000025 0.011977 0.025277 0.473843 AB p025_mb_562 150 94 26 51 0 17
000193 0.012737 0.030566 0.416709 AB p193_mb_605 150 100 44 39 0 17
000077 0.006134 0.017281 0.354971 AB p077_mb_322 150 48 13 22 0 13
000099 0.006262 0.019178 0.326495 AB p099_mb_602 150 49 10 25 0 14
000095 0.012611 0.039009 0.323274 AB p095_mb_523 150 99 24 59 0 16
000161 0.008425 0.036013 0.233941 AB p161_mb_654 150 66 23 29 0 14
000122 0.018416 0.092182 0.199777 AB p122_mb_369 150 145 43 61 0 41
000284 0.005497 0.029105 0.188869 AB p284_mb_460 150 43 7 25 0 11
000118 0.001921 0.010900 0.176239 AB p118_mb_449 150 15 5 7 0 3
000205 0.001665 0.009750 0.170768 AB p205_mb_390 150 13 2 9 0 2
000103 0.005497 0.037571 0.146308 AB p103_mb_510 150 43 14 18 1 10
000179 0.018667 0.141037 0.132358 AB p179_mb_540 150 147 34 78 0 35
000230 0.018919 0.151038 0.125260 AB p230_mb_496 150 149 50 65 0 34
000326 0.018542 0.148286 0.125040 AB p326_mb_401 150 146 54 56 0 36
000285 0.018919 0.156180 0.121136 AB p285_mb_459 150 149 43 65 0 41
000211 0.018290 0.152443 0.119979 AB p211_mb_374 149 144 36 66 0 42
000100 0.019045 0.178447 0.106725 AB p100_mb_592 150 150 47 78 0 25
000162 0.008425 0.079993 0.105319 AB p162_mb_655 150 66 22 30 0 14
000119 0.007662 0.072968 0.105004 AB p119_mb_451 150 60 17 28 0 15
000007 0.009949 0.095769 0.103885 AB p007_mb_569 150 78 30 34 0 14
000244 0.011851 0.114911 0.103131 AB p244_mb_543 150 93 28 48 0 17
000114 0.009314 0.093261 0.099872 AB p114_mb_695 150 73 17 43 0 13
000299 0.018667 0.196995 0.094761 AB p299_mb_377 150 147 34 79 0 34
000225 0.018919 0.203094 0.093154 AB p225_mb_358 150 149 44 66 0 39
000043 0.015013 0.161408 0.093010 AB p043_mb_658 150 118 34 51 0 33
000411 0.008043 0.086689 0.092784 AB p411_mb_280 150 63 12 20 0 31
000027 0.018667 0.204039 0.091489 AB p027_mb_532 150 147 39 74 0 34
000021 0.006262 0.069661 0.089887 AB p021_mb_559 150 49 14 22 0 13
000042 0.009949 0.112267 0.088618 AB p042_mb_631 150 78 21 44 0 13
000275 0.008171 0.092784 0.088060 AB p275_mb_519 150 64 24 27 0 13
000169 0.011344 0.131133 0.086508 AB p169_mb_642 150 89 22 42 0 25
000330 0.018416 0.220646 0.083463 AB p330_mb_330 150 145 47 62 0 36
000287 0.009441 0.113232 0.083379 AB p287_mb_457 150 74 22 25 0 27
000278 0.005752 0.072063 0.079818 AB p278_mb_623 150 45 10 20 0 15
000120 0.018290 0.232017 0.078830 AB p120_mb_371 150 144 33 71 0 40
000238 0.010837 0.156762 0.069130 AB p238_mb_477 150 85 28 39 0 18
000098 0.009949 0.146274 0.068016 AB p098_mb_522 150 78 24 34 0 20
000325 0.018542 0.272702 0.067992 AB p325_mb_396 150 146 38 60 0 48
000376 0.017912 0.272367 0.065765 AB p376_mb_267 150 141 41 73 0 27
000310 0.001409 0.021690 0.064964 AB p310_mb_351 150 11 0 8 0 3
000395 0.018542 0.286433 0.064733 AB p395_mb_263 150 146 37 57 0 52
000032 0.007789 0.121861 0.063918 AB p032_mb_552 150 61 14 31 0 16
000052 0.018542 0.297206 0.062386 AB p052_mb_633 150 146 53 64 0 29
000226 0.004859 0.078678 0.061763 AB p226_mb_359 150 38 7 20 0 11
000341 0.001665 0.027437 0.060686 AB p341_mb_380 150 13 3 3 0 7
000105 0.018416 0.314941 0.058474 AB p105_mb_536 150 145 46 64 0 35
000298 0.018919 0.324091 0.058375 AB p298_mb_325 150 149 36 73 0 40
000184 0.018667 0.334295 0.055841 AB p184_mb_333 150 147 54 51 1 41
000296 0.018542 0.335263 0.055305 AB p296_mb_324 150 146 35 85 0 26
000155 0.011091 0.200833 0.055223 AB p155_mb_587 150 87 28 41 0 18
000191 0.010330 0.190567 0.054205 AB p191_mb_608 150 81 27 34 0 20
000133 0.001921 0.035545 0.054043 AB p133_mb_489 150 15 8 4 0 3
000359 0.011851 0.219341 0.054029 AB p359_mb_303 150 93 18 41 0 34
000124 0.001409 0.026577 0.053019 AB p124_mb_443 150 11 2 2 0 7
000408 0.018919 0.358307 0.052801 AB p408_mb_276 150 149 42 58 0 49
000406 0.018416 0.357300 0.051541 AB p406_mb_261 150 145 26 61 0 58
000092 0.008806 0.171830 0.051249 AB p092_mb_527 150 69 19 33 0 17
000242 0.014634 0.290084 0.050446 AB p242_mb_473 150 115 42 44 0 29
000332 0.018542 0.369285 0.050209 AB p332_mb_329 150 146 38 68 0 40
000015 0.006771 0.135061 0.050133 AB p015_mb_632 150 53 21 20 0 12
000035 0.010964 0.220019 0.049831 AB p035_mb_556 150 86 18 35 0 33
000066 0.010456 0.218066 0.047951 AB p066_mb_691 150 82 30 33 0 19
000212 0.018038 0.379711 0.047505 AB p212_mb_375 150 142 33 77 0 32
000396 0.018667 0.404870 0.046107 AB p396_mb_264 150 147 51 51 0 45
000239 0.018542 0.402386 0.046079 AB p239_mb_476 150 146 42 69 0 35
000006 0.010964 0.245237 0.044707 AB p006_mb_566 150 86 30 35 0 21
000051 0.018542 0.418214 0.044335 AB p051_mb_595 150 146 53 67 0 26
000040 0.006771 0.154405 0.043852 AB p040_mb_660 150 53 22 21 0 10
000409 0.018793 0.429631 0.043743 AB p409_mb_275 150 148 35 68 0 45
000392 0.018290 0.419255 0.043625 AB p392_mb_279 150 144 34 67 0 43
000208 0.018290 0.424060 0.043130 AB p208_mb_387 150 144 47 75 0 22
000356 0.002177 0.051616 0.042174 AB p356_mb_414 150 17 4 9 0 4
000312 0.018290 0.449318 0.040706 AB p312_mb_349 150 144 44 68 0 32
000097 0.007789 0.192777 0.040404 AB p097_mb_542 150 61 14 21 0 26
000202 0.017912 0.448047 0.039979 AB p202_mb_312 150 141 42 51 0 48
000096 0.006262 0.157446 0.039770 AB p096_mb_541 150 49 14 15 0 20
000281 0.001281 0.032295 0.039668 AB p281_mb_484 150 10 1 1 0 8
000313 0.035998 0.932013 0.038624 AB p313_mb_348 300 286 73 137 0 76
000295 0.008171 0.216825 0.037683 AB p295_mb_520 150 64 14 27 0 23
000381 0.003838 0.101903 0.037666 AB p381_mb_245 139 30 11 14 0 5
000113 0.006262 0.167596 0.037361 AB p113_mb_694 150 49 18 14 0 17
000250 0.018542 0.504511 0.036752 AB p250_mb_600 150 146 47 74 0 25
000125 0.018667 0.508284 0.036726 AB p125_mb_323 150 147 35 65 0 47
000165 0.009822 0.271849 0.036130 AB p165_mb_581 150 77 19 41 0 17
000054 0.015896 0.441403 0.036012 AB p054_mb_667 150 125 41 47 0 37
000277 0.007026 0.195097 0.036011 AB p277_mb_653 150 55 26 20 0 9
000147 0.007026 0.195198 0.035992 AB p147_mb_517 150 55 13 25 0 17
000064 0.007535 0.211245 0.035668 AB p064_mb_686 150 59 20 23 0 16
000174 0.005879 0.168026 0.034991 AB p174_mb_639 150 46 21 19 0 6
000382 0.018793 0.538620 0.034891 AB p382_mb_328 150 148 27 67 0 54
000031 0.009314 0.268800 0.034651 AB p031_mb_551 150 73 29 28 0 16
000018 0.018290 0.527893 0.034647 AB p018_mb_530 150 144 52 60 1 31
000421 0.006262 0.181724 0.034457 AB p421_mb_294 145 49 19 15 1 14
000090 0.005242 0.153296 0.034195 AB p090_mb_504 150 41 11 23 0 7
000380 0.018542 0.558180 0.033218 AB p380_mb_244 150 146 36 66 0 44
000050 0.010837 0.326694 0.033172 AB p050_mb_579 150 85 27 40 0 18
000029 0.006771 0.213338 0.031738 AB p029_mb_534 150 53 8 27 0 18
000388 0.000513 0.016204 0.031636 AB p388_mb_258 150 4 1 1 0 2
000146 0.005752 0.187097 0.030743 AB p146_mb_630 150 45 15 21 0 9
000316 0.019045 0.638124 0.029845 AB p316_mb_435 150 150 36 80 0 34
000384 0.002944 0.098713 0.029824 AB p384_mb_254 150 23 7 6 0 10
000002 0.007916 0.270230 0.029294 AB p002_mb_549 150 62 13 35 0 14
000394 0.002433 0.083584 0.029104 AB p394_mb_262 150 19 3 8 0 8
000390 0.011471 0.400721 0.028625 AB p390_mb_429 150 90 23 40 0 27
000418 0.018290 0.639956 0.028580 AB p418_mb_282 150 144 32 70 0 42
000188 0.007153 0.251786 0.028409 AB p188_mb_615 150 56 14 19 0 23
000144 0.011724 0.420101 0.027908 AB p144_mb_483 150 92 18 44 0 30
000012 0.005624 0.201894 0.027858 AB p012_mb_575 140 44 16 17 0 11
000289 0.018919 0.685364 0.027604 AB p289_mb_503 150 149 34 75 0 40
000045 0.012357 0.448446 0.027556 AB p045_mb_550 150 97 33 41 1 22
000101 0.003200 0.119014 0.026884 AB p101_mb_513 150 25 7 13 0 5
000221 0.006644 0.247477 0.026846 AB p221_mb_407 150 52 12 23 0 17
000276 0.005242 0.202759 0.025853 AB p276_mb_616 150 41 12 22 0 7
000237 0.015013 0.583036 0.025749 AB p237_mb_478 149 118 36 58 0 24
000218 0.018164 0.705710 0.025739 AB p218_mb_372 150 143 34 73 0 36
000419 0.017912 0.702024 0.025515 AB p419_mb_285 150 141 32 58 0 51
000126 0.009695 0.383868 0.025256 AB p126_mb_318 150 76 25 31 0 20
000036 0.011977 0.490256 0.024431 AB p036_mb_557 150 94 21 44 0 29
000008 0.006007 0.246244 0.024394 AB p008_mb_570 150 47 11 23 0 13
000185 0.011217 0.461370 0.024313 AB p185_mb_689 150 88 25 41 0 22
000370 0.018416 0.763322 0.024126 AB p370_mb_366 150 145 42 51 0 52
000204 0.018416 0.772318 0.023845 AB p204_mb_392 150 145 40 71 0 34
000132 0.014255 0.604868 0.023567 AB p132_mb_487 150 112 27 56 0 29
000180 0.018542 0.793762 0.023359 AB p180_mb_485 150 146 50 72 0 24
000393 0.018542 0.794984 0.023323 AB p393_mb_243 150 146 35 84 0 27
000361 0.018542 0.800430 0.023165 AB p361_mb_413 150 146 43 64 0 39
000232 0.006898 0.299678 0.023019 AB p232_mb_421 150 54 11 25 0 18
000214 0.017912 0.788070 0.022729 AB p214_mb_305 150 141 39 71 0 31
000268 0.018667 0.822382 0.022699 AB p268_mb_661 150 147 58 61 0 28
000216 0.012864 0.568516 0.022627 AB p216_mb_307 150 101 29 42 0 30
000172 0.007535 0.338459 0.022262 AB p172_mb_644 150 59 13 31 0 15
000082 0.006389 0.291195 0.021941 AB p082_mb_535 150 50 10 23 0 17
000176 0.011091 0.507949 0.021834 AB p176_mb_637 150 87 34 34 0 19
000253 0.003200 0.147506 0.021691 AB p253_mb_625 150 25 8 9 0 8
000291 0.019045 0.885376 0.021510 AB p291_mb_501 150 150 42 68 0 40
000175 0.008552 0.397975 0.021489 AB p175_mb_638 150 67 14 37 0 16
000273 0.010964 0.510497 0.021477 AB p273_mb_659 150 86 24 45 0 17
000417 0.012864 0.601497 0.021386 AB p417_mb_283 150 101 24 46 0 31
000274 0.018416 0.862836 0.021343 AB p274_mb_678 150 145 43 66 0 36
000283 0.016905 0.800656 0.021114 AB p283_mb_461 150 133 32 73 0 28
000213 0.018164 0.862405 0.021062 AB p213_mb_376 150 143 36 64 0 43
000060 0.007280 0.345997 0.021041 AB p060_mb_672 150 57 20 22 0 15
000368 0.018667 0.891990 0.020928 AB p368_mb_427 150 147 38 75 0 34
000141 0.005497 0.263020 0.020899 AB p141_mb_453 150 43 15 11 0 17
000069 0.013496 0.648126 0.020823 AB p069_mb_341 150 106 22 49 0 35
000058 0.008806 0.426550 0.020645 AB p058_mb_697 148 69 30 27 0 12
000111 0.009441 0.457633 0.020630 AB p111_mb_467 150 74 18 29 0 27
000259 0.003072 0.149733 0.020515 AB p259_mb_652 150 24 6 15 0 3
000369 0.018290 0.895551 0.020423 AB p369_mb_367 150 144 36 75 0 33
000405 0.018793 0.943997 0.019908 AB p405_mb_293 150 148 28 55 0 65
000071 0.004987 0.250749 0.019888 AB p071_mb_339 150 39 11 15 0 13
000194 0.006134 0.319167 0.019219 AB p194_mb_604 150 48 11 24 0 13
000215 0.006007 0.312878 0.019198 AB p215_mb_306 104 47 9 22 0 16
000389 0.014381 0.754972 0.019048 AB p389_mb_428 150 113 27 48 0 38
000001 0.012104 0.636007 0.019031 AB p001_mb_331 150 95 30 36 0 29
000304 0.016022 0.841926 0.019030 AB p304_mb_403 300 126 31 57 0 38
000014 0.011471 0.610254 0.018797 AB p014_mb_593 150 90 28 38 0 24
000186 0.009187 0.488840 0.018794 AB p186_mb_696 150 72 18 37 0 17
000189 0.018542 0.990554 0.018718 AB p189_mb_610 149 146 52 71 0 23
000167 0.018290 0.985247 0.018564 AB p167_mb_516 150 144 50 72 0 22
000346 0.017661 0.951514 0.018560 AB p346_mb_382 150 139 36 63 0 40
000302 0.009568 0.517655 0.018484 AB p302_mb_326 150 75 16 30 0 29
000320 0.018164 0.996435 0.018229 AB p320_mb_395 150 143 46 53 0 44
000301 0.016022 0.883431 0.018136 AB p301_mb_345 149 126 26 59 0 41
000016 0.006898 0.390700 0.017656 AB p016_mb_591 150 54 13 25 0 16
000089 0.008933 0.507547 0.017601 AB p089_mb_505 150 70 16 33 0 21
000074 0.011977 0.685019 0.017485 AB p074_mb_335 150 94 23 39 0 32
000156 0.004987 0.287198 0.017364 AB p156_mb_588 149 39 9 23 0 7
000085 0.016905 0.978363 0.017279 AB p085_mb_509 150 133 54 56 0 23
000249 0.003327 0.194148 0.017138 AB p249_mb_601 150 26 8 13 0 5
000168 0.002177 0.127572 0.017064 AB p168_mb_684 150 17 5 6 0 6
000203 0.012484 0.732381 0.017046 AB p203_mb_313 131 98 28 43 0 27
000063 0.008171 0.481822 0.016958 AB p063_mb_687 150 64 19 32 0 13
000009 0.005369 0.317568 0.016908 AB p009_mb_571 150 42 15 13 0 14
000112 0.011344 0.684901 0.016563 AB p112_mb_693 150 89 32 39 0 18
000140 0.010330 0.637412 0.016206 AB p140_mb_454 150 81 20 45 0 16
000143 0.010330 0.644415 0.016029 AB p143_mb_482 149 81 25 41 0 15
000233 0.011471 0.730355 0.015706 AB p233_mb_494 150 90 24 37 0 29
000328 0.003327 0.212939 0.015626 AB p328_mb_398 150 26 3 13 0 10
000037 0.006262 0.405219 0.015452 AB p037_mb_558 150 49 10 22 0 17
000129 0.010710 0.696344 0.015381 AB p129_mb_310 150 84 25 37 0 22
000159 0.006771 0.454923 0.014884 AB p159_mb_641 150 53 10 25 0 18
000423 0.007789 0.530640 0.014679 AB p423_mb_287 153 61 9 31 0 21
000046 0.010330 0.704090 0.014671 AB p046_mb_548 150 81 25 35 0 21
000033 0.008043 0.552539 0.014557 AB p033_mb_554 150 63 21 37 0 5
000252 0.006898 0.475023 0.014522 AB p252_mb_598 150 54 14 22 0 18
000137 0.012864 0.888226 0.014482 AB p137_mb_491 150 101 19 55 0 27
000260 0.007535 0.523813 0.014384 AB p260_mb_577 150 59 22 24 0 13
000262 0.011091 0.774803 0.014314 AB p262_mb_664 150 87 19 40 0 28
000108 0.010330 0.729251 0.014165 AB p108_mb_514 150 81 23 31 0 27
000088 0.010837 0.768779 0.014096 AB p088_mb_506 150 85 28 44 0 13
000315 0.005369 0.382486 0.014038 AB p315_mb_434 150 42 10 18 0 14
000306 0.006898 0.492662 0.014002 AB p306_mb_304 150 54 13 25 0 16
000270 0.009695 0.693714 0.013976 AB p270_mb_668 149 76 22 34 0 20
000047 0.009695 0.712191 0.013613 AB p047_mb_547 150 76 21 37 0 18
000280 0.006644 0.488572 0.013598 AB p280_mb_361 150 52 11 32 0 9
000378 0.001921 0.141671 0.013560 AB p378_mb_269 150 15 3 4 0 8
000263 0.008806 0.659639 0.013350 AB p263_mb_596 150 69 23 31 0 15
000093 0.007280 0.547559 0.013296 AB p093_mb_526 149 57 18 23 0 16
000170 0.013243 0.998904 0.013258 AB p170_mb_647 150 104 28 60 0 16
000083 0.008171 0.622839 0.013118 AB p083_mb_521 150 64 16 26 0 22
000056 0.010456 0.804191 0.013002 AB p056_mb_648 150 82 25 34 0 23
000034 0.007535 0.579485 0.013002 AB p034_mb_555 150 59 15 24 0 20
000153 0.005879 0.452696 0.012987 AB p153_mb_585 150 46 9 24 0 13
000171 0.009441 0.733756 0.012867 AB p171_mb_643 150 74 22 26 0 26
000019 0.007535 0.589961 0.012771 AB p019_mb_531 150 59 15 36 0 8
000166 0.008933 0.701073 0.012742 AB p166_mb_528 109 70 21 33 0 16
000138 0.005879 0.461952 0.012727 AB p138_mb_455 150 46 11 20 0 15
000199 0.006389 0.502185 0.012722 AB p199_mb_618 149 50 14 24 0 12
000061 0.007026 0.553006 0.012704 AB p061_mb_671 150 55 15 32 0 8
000311 0.002816 0.222051 0.012683 AB p311_mb_350 150 22 3 14 0 5
000075 0.011597 0.914968 0.012675 AB p075_mb_334 118 91 23 45 0 23
000195 0.006516 0.522016 0.012483 AB p195_mb_603 150 51 16 21 0 14
000134 0.000769 0.062492 0.012303 AB p134_mb_490 150 6 1 0 0 5
000150 0.009949 0.809701 0.012287 AB p150_mb_582 150 78 21 35 1 21
000157 0.002305 0.188510 0.012226 AB p157_mb_589 150 18 5 9 0 4
000187 0.005114 0.418422 0.012223 AB p187_mb_700 150 40 10 17 0 13
000010 0.009441 0.774266 0.012194 AB p010_mb_572 150 74 20 41 0 13
000255 0.010710 0.895642 0.011958 AB p255_mb_626 136 84 19 41 0 24
000229 0.004604 0.391154 0.011771 AB p229_mb_497 149 36 9 21 0 6
000020 0.008806 0.749010 0.011757 AB p020_mb_580 150 69 14 34 0 21
000023 0.004859 0.418577 0.011609 AB p023_mb_564 150 38 8 20 0 10
000121 0.006389 0.552668 0.011560 AB p121_mb_370 150 50 15 20 0 15
000107 0.006644 0.578776 0.011479 AB p107_mb_515 150 52 11 31 0 10
000197 0.007662 0.675784 0.011338 AB p197_mb_628 151 60 20 24 0 16
000305 0.000897 0.079358 0.011302 AB p305_mb_402 150 7 0 3 0 4
000372 0.001153 0.102876 0.011208 AB p372_mb_364 150 9 2 4 0 3
000026 0.010076 0.900861 0.011185 AB p026_mb_561 150 79 17 26 0 36
000073 0.003711 0.332680 0.011154 AB p073_mb_337 100 29 6 13 0 10
000422 0.008043 0.721238 0.011152 AB p422_mb_288 164 63 26 21 0 16
000317 0.008043 0.736858 0.010916 AB p317_mb_436 150 63 16 25 0 22
000271 0.004604 0.428566 0.010743 AB p271_mb_669 150 36 8 14 0 14
000094 0.008933 0.836160 0.010683 AB p094_mb_524 150 70 12 40 0 18
000102 0.008043 0.753237 0.010678 AB p102_mb_511 150 63 11 33 0 19
000164 0.007407 0.694251 0.010670 AB p164_mb_622 150 58 14 28 0 16
000323 0.007026 0.666002 0.010549 AB p323_mb_316 149 55 12 27 0 16
000053 0.010076 0.969689 0.010391 AB p053_mb_635 149 79 16 35 0 28
000264 0.003966 0.389061 0.010194 AB p264_mb_597 150 31 12 12 0 7
000196 0.006516 0.640453 0.010175 AB p196_mb_619 150 51 13 26 0 12
000148 0.009695 0.963496 0.010062 AB p148_mb_463 150 76 16 32 0 28
000135 0.007026 0.703026 0.009993 AB p135_mb_492 150 55 12 23 0 20
000261 0.007280 0.730822 0.009962 AB p261_mb_578 150 57 18 21 0 18
000087 0.009314 0.935415 0.009957 AB p087_mb_507 150 73 16 31 0 26
000104 0.000769 0.077508 0.009919 AB p104_mb_560 150 6 2 2 0 2
000115 0.006007 0.618068 0.009719 AB p115_mb_447 150 47 10 23 0 14
000266 0.003838 0.395883 0.009696 AB p266_mb_634 150 30 5 12 0 13
000183 0.001025 0.105846 0.009684 AB p183_mb_332 150 8 2 4 0 2
000338 0.002177 0.226370 0.009616 AB p338_mb_384 150 17 4 5 0 8
000319 0.008043 0.837385 0.009605 AB p319_mb_438 150 63 16 26 0 21
000404 0.006771 0.706564 0.009583 AB p404_mb_247 87 53 14 22 0 17
000154 0.008806 0.924410 0.009526 AB p154_mb_586 149 69 18 35 0 16
000256 0.009314 0.982008 0.009485 AB p256_mb_651 150 73 30 26 0 17
000407 0.001921 0.207832 0.009243 AB p407_mb_292 150 15 3 7 0 5
000067 0.004604 0.502240 0.009167 AB p067_mb_692 150 36 13 12 0 11
000292 0.003200 0.349647 0.009151 AB p292_mb_500 150 25 4 12 0 9
000091 0.006389 0.707560 0.009030 AB p091_mb_481 150 50 10 21 0 19
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000236 0.003200 0.668072 0.004789 AB p236_mb_479 150 25 6 13 0 6
000340 0.001921 0.401829 0.004781 AB p340_mb_400 150 15 2 6 0 7
000300 0.004477 0.942865 0.004748 AB p300_mb_346 149 35 7 16 0 12
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000130 0.002049 0.456228 0.004491 AB p130_mb_539 150 16 2 9 0 5
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000314 0.003327 0.857678 0.003880 AB p314_mb_347 300 26 4 8 0 14
000198 0.002433 0.629281 0.003866 AB p198_mb_690 150 19 7 6 0 6
000399 0.001025 0.266603 0.003845 AB p399_mb_259 150 8 1 4 0 3
000367 0.002816 0.749665 0.003757 AB p367_mb_445 150 22 5 11 0 6
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000177 0.001665 0.500288 0.003328 AB p177_mb_636 150 13 4 6 0 3
000293 0.002305 0.725376 0.003177 AB p293_mb_499 150 18 4 12 0 2
000343 0.001281 0.408833 0.003133 AB p343_mb_378 150 10 1 6 0 3
000181 0.001025 0.337486 0.003037 AB p181_mb_409 150 8 0 6 0 2
000145 0.002816 0.931453 0.003023 AB p145_mb_538 150 22 11 8 0 3
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000173 0.002433 0.815687 0.002982 AB p173_mb_645 150 19 6 12 0 1
000217 0.001921 0.667250 0.002879 AB p217_mb_373 150 15 4 6 0 5
000318 0.002177 0.775318 0.002808 AB p318_mb_437 150 17 4 6 0 7
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000366 0.001281 0.465491 0.002752 AB p366_mb_386 150 10 4 3 0 3
000011 0.002561 0.974626 0.002627 AB p011_mb_573 150 20 3 11 0 6
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000246 0.002177 0.881906 0.002468 AB p246_mb_657 150 17 7 8 0 2
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000352 0.001025 0.544630 0.001882 AB p352_mb_362 150 8 1 3 0 4
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000345 0.001281 0.695871 0.001841 AB p345_mb_399 150 10 2 3 0 5
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000322 0.001537 0.856599 0.001794 AB p322_mb_315 150 12 2 3 0 7
000228 0.000256 0.143331 0.001788 AB p228_mb_311 149 2 0 0 0 2
000347 0.001665 0.959615 0.001735 AB p347_mb_419 150 13 1 3 0 9
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000282 0.000769 0.469012 0.001639 AB p282_mb_488 150 6 1 3 0 2
000391 0.001537 0.954984 0.001610 AB p391_mb_424 150 12 4 5 0 3
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000358 0.001025 0.673974 0.001521 AB p358_mb_431 150 8 1 3 0 4
000354 0.001025 0.688828 0.001488 AB p354_mb_381 150 8 0 1 0 7
000210 0.001409 0.952082 0.001480 AB p210_mb_406 150 11 3 1 0 7
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000397 0.000641 0.440202 0.001456 AB p397_mb_251 150 5 0 1 0 4
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000333 0.001153 0.799963 0.001441 AB p333_mb_336 150 9 4 5 0 0
000219 0.001025 0.767777 0.001335 AB p219_mb_408 150 8 3 2 0 3
000163 0.001281 0.964829 0.001328 AB p163_mb_468 61 10 2 4 0 4
000309 0.000641 0.564993 0.001134 AB p309_mb_352 150 5 1 1 0 3
000362 0.000897 0.844411 0.001062 AB p362_mb_426 150 7 3 2 0 2
000334 0.000769 0.826910 0.000930 AB p334_mb_440 149 6 0 4 0 2
000038 0.000897 0.978946 0.000916 AB p038_mb_529 150 7 1 4 0 2
000131 0.000641 0.751807 0.000852 AB p131_mb_486 150 5 1 1 0 3
000379 0.000769 0.905455 0.000849 AB p379_mb_430 150 6 1 2 0 3
000355 0.000769 0.965250 0.000797 AB p355_mb_415 150 6 1 3 0 2
000209 0.000384 0.495385 0.000776 AB p209_mb_343 150 3 2 1 0 0
000151 0.000641 0.901221 0.000711 AB p151_mb_583 122 5 1 3 0 1
000123 0.000641 0.901584 0.000711 AB p123_mb_368 150 5 0 1 0 4
000297 0.000256 0.370594 0.000692 AB p297_mb_344 150 2 1 1 0 0
000116 0.000513 0.873707 0.000587 AB p116_mb_448 150 4 3 0 0 1
000351 0.000384 0.665638 0.000578 AB p351_mb_308 150 3 0 3 0 0
000374 0.000384 0.932444 0.000412 AB p374_mb_260 150 3 0 2 0 1
000241 0.000384 0.957830 0.000401 AB p241_mb_474 150 3 2 0 0 1
000401 0.000256 0.748070 0.000343 AB p401_mb_277 150 2 2 0 0 0

Audit statistics

The "Number of audit units to audit" is based on the NEGEXP method, which is very efficient and requires selecting larger audit units with higher probability than smaller ones. The numbers given here are based on a confidence level of 75%. I.e. they are designed so the audit will either 1) find a discrepancy and call for an escalation or full hand recount, or 2) reduce the risk of confirming an incorrect outcome to (100 - 75)%, even if the tally system has been manipulated. A maximum "within-precinct-miscount" of 20% is assumed. See On Auditing Elections When Precincts Have Different Sizes, by Javed A. Aslam, Raluca A. Popa and Ronald L. Rivest


Contest: St. Vrain Valley School District School Board Candidates (4 Years) Director District B

Number of precincts: 423
Total number of votes cast:  24781
Average number of votes/precinct: 58.5839243499
Median number of votes/precinct: 49
Maximum number of votes/precinct: 286
Minimum number of votes/precinct: 2
Ratio of max/min: 143.0
margin =  17.456 percent, 4325.77136 votes
s =  0.2  (maximum within-precinct-miscount)
alpha =  0.25  (confidence is 1 - alpha:  0.75 )

Rule of Thumb says:
    3.17665985591 precincts.
    expected workload =  351.503546099 votes counted.

APR says:
    b = 184.5972 precincts needed to hold corruption
    u =  3 precincts to audit
    expected workload =  175.75177305 votes
    confidence level to find one of b =  0.821961104824
    bmin = 76
    confidence level to find one of bmin =  0.448824690697

SAFE says:
    bmin = 76
    Number of precincts to audit = u = 7
    Confidence level achieved =  0.752743821859
    expected workload =  410.087470449

Negexp says:
    w = 3120.38444455
    largest probability =  0.0359982308722
    smallest probability =  0.000256345803382
    expected number of precincts audited =  3.15695969074
    expected workload =  306.558404756 votes counted

PPEBWR says:
    t =  3
    largest total probability =  0.0342252463786
    smallest total probability =  0.000242101439452
    expected number of precincts audited = 2.98824469944
    expected workload =  290.348426454 votes counted.
    max difference from negexp =  0.00177298449358