Audit Selection Report for City of Longmont Ballot Question 2B

Proportion of the total number of votes for this contest that were cast within this county: 100.0%

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 4 audit units.

Batch Seq Threshold Random Priority Type Batches Ballots Contest Ballots No Over Under Yes
Totals 7830 2 486 10517
000294 0.026271 0.013977 1.879622 AB p294_mb_498 150 129 39 0 1 89
000086 0.005762 0.005833 0.987830 AB p086_mb_508 150 28 6 0 1 21
000076 0.023050 0.024942 0.924134 AB p076_mb_471 150 113 39 0 1 73
000272 0.027074 0.033268 0.813810 AB p272_mb_698 150 133 69 0 3 61
000049 0.012102 0.016331 0.741034 AB p049_mb_665 150 59 23 0 1 35
000365 0.024863 0.036266 0.685563 AB p365_mb_417 150 122 52 0 2 68
000025 0.013935 0.025277 0.551293 AB p025_mb_562 150 68 22 0 1 45
000193 0.016171 0.030566 0.529055 AB p193_mb_605 150 79 44 0 2 33
000095 0.017997 0.039009 0.461349 AB p095_mb_523 150 88 29 0 2 57
000077 0.006992 0.017281 0.404612 AB p077_mb_322 150 34 12 0 0 22
000099 0.007402 0.019178 0.385948 AB p099_mb_602 150 36 13 0 1 22
000122 0.025466 0.092182 0.276264 AB p122_mb_369 150 125 57 0 3 65
000161 0.009653 0.036013 0.268032 AB p161_mb_654 150 47 17 0 0 30
000284 0.006377 0.029105 0.219108 AB p284_mb_460 150 31 11 0 0 20
000103 0.007402 0.037571 0.197007 AB p103_mb_510 150 36 16 0 2 18
000230 0.028679 0.151038 0.189880 AB p230_mb_496 150 141 70 1 0 70
000326 0.027074 0.148286 0.182580 AB p326_mb_401 150 133 48 0 0 85
000179 0.025668 0.141037 0.181991 AB p179_mb_540 150 126 57 0 2 67
000211 0.026271 0.152443 0.172331 AB p211_mb_374 149 129 63 0 2 64
000285 0.026873 0.156180 0.172066 AB p285_mb_459 150 132 41 0 4 87
000100 0.028278 0.178447 0.158467 AB p100_mb_592 150 139 62 0 4 73
000244 0.017389 0.114911 0.151322 AB p244_mb_543 150 85 28 0 2 55
000114 0.013732 0.093261 0.147240 AB p114_mb_695 150 67 31 0 1 35
000299 0.028278 0.196995 0.143547 AB p299_mb_377 150 139 48 0 6 85
000119 0.009857 0.072968 0.135086 AB p119_mb_451 150 48 17 0 0 31
000225 0.027275 0.203094 0.134297 AB p225_mb_358 150 134 45 0 2 87
000027 0.025265 0.204039 0.123826 AB p027_mb_532 150 124 51 0 2 71
000330 0.026471 0.220646 0.119973 AB p330_mb_330 150 130 68 0 6 56
000162 0.009448 0.079993 0.118112 AB p162_mb_655 150 46 18 0 0 28
000169 0.015359 0.131133 0.117122 AB p169_mb_642 150 75 40 0 0 35
000007 0.011082 0.095769 0.115718 AB p007_mb_569 150 54 25 0 0 29
000021 0.008016 0.069661 0.115074 AB p021_mb_559 150 39 20 0 2 17
000042 0.012306 0.112267 0.109612 AB p042_mb_631 150 60 30 0 2 28
000275 0.010061 0.092784 0.108436 AB p275_mb_519 150 49 25 0 1 23
000411 0.009244 0.086689 0.106630 AB p411_mb_280 150 45 10 0 6 29
000120 0.024259 0.232017 0.104557 AB p120_mb_371 150 119 49 0 3 67
000325 0.027275 0.272702 0.100017 AB p325_mb_396 150 134 66 0 6 62
000043 0.015968 0.161408 0.098929 AB p043_mb_658 150 78 28 0 3 47
000238 0.014952 0.156762 0.095381 AB p238_mb_477 150 73 24 0 1 48
000098 0.013325 0.146274 0.091093 AB p098_mb_522 150 65 30 1 2 32
000395 0.026070 0.286433 0.091015 AB p395_mb_263 150 128 45 0 4 79
000052 0.025869 0.297206 0.087039 AB p052_mb_633 150 127 51 0 0 76
000205 0.000825 0.009750 0.084626 AB p205_mb_390 150 4 2 0 0 2
000376 0.022647 0.272367 0.083148 AB p376_mb_267 150 111 39 0 3 69
000298 0.026873 0.324091 0.082919 AB p298_mb_325 150 132 40 0 3 89
000278 0.005762 0.072063 0.079954 AB p278_mb_623 150 28 14 0 0 14
000408 0.028077 0.358307 0.078361 AB p408_mb_276 150 138 40 0 9 89
000105 0.024460 0.314941 0.077666 AB p105_mb_536 150 120 40 0 0 80
000184 0.025668 0.334295 0.076781 AB p184_mb_333 150 126 58 0 4 64
000296 0.025466 0.335263 0.075960 AB p296_mb_324 150 125 56 0 5 64
000118 0.000825 0.010900 0.075701 AB p118_mb_449 150 4 1 0 0 3
000332 0.027275 0.369285 0.073858 AB p332_mb_329 150 134 71 0 1 62
000155 0.014545 0.200833 0.072426 AB p155_mb_587 150 71 31 0 2 38
000242 0.020223 0.290084 0.069716 AB p242_mb_473 150 99 50 0 1 48
000406 0.024863 0.357300 0.069585 AB p406_mb_261 150 122 42 0 5 75
000032 0.008425 0.121861 0.069140 AB p032_mb_552 150 41 17 0 0 24
000015 0.009244 0.135061 0.068441 AB p015_mb_632 150 45 18 0 2 25
000396 0.027476 0.404870 0.067862 AB p396_mb_264 150 135 52 0 11 72
000212 0.025466 0.379711 0.067068 AB p212_mb_375 150 125 57 0 1 67
000051 0.027877 0.418214 0.066657 AB p051_mb_595 150 137 61 0 2 74
000239 0.026471 0.402386 0.065786 AB p239_mb_476 150 130 58 0 0 72
000191 0.012510 0.190567 0.065645 AB p191_mb_608 150 61 21 0 0 40
000287 0.007402 0.113232 0.065369 AB p287_mb_457 150 36 13 0 0 23
000392 0.026672 0.419255 0.063619 AB p392_mb_279 150 131 44 0 6 81
000359 0.013528 0.219341 0.061676 AB p359_mb_303 150 66 24 0 2 40
000208 0.026070 0.424060 0.061476 AB p208_mb_387 150 128 60 0 0 68
000409 0.025466 0.429631 0.059275 AB p409_mb_275 150 125 44 0 6 75
000096 0.009244 0.157446 0.058710 AB p096_mb_541 150 45 19 0 1 25
000092 0.010061 0.171830 0.058553 AB p092_mb_527 150 49 25 0 4 20
000312 0.026271 0.449318 0.058468 AB p312_mb_349 150 129 58 0 4 67
000250 0.027275 0.504511 0.054062 AB p250_mb_600 150 134 65 0 2 67
000066 0.011490 0.218066 0.052692 AB p066_mb_691 150 56 26 0 1 29
000381 0.005351 0.101903 0.052513 AB p381_mb_245 139 26 12 0 1 13
000226 0.004119 0.078678 0.052352 AB p226_mb_359 150 20 7 0 1 12
000202 0.023453 0.448047 0.052345 AB p202_mb_312 150 115 41 0 3 71
000035 0.011490 0.220019 0.052224 AB p035_mb_556 150 56 18 0 2 36
000018 0.027074 0.527893 0.051287 AB p018_mb_530 150 133 63 0 1 69
000313 0.047733 0.932013 0.051215 AB p313_mb_348 300 237 93 0 10 134
000382 0.027074 0.538620 0.050266 AB p382_mb_328 150 133 66 0 5 62
000097 0.009653 0.192777 0.050071 AB p097_mb_542 150 47 20 0 2 25
000147 0.009448 0.195198 0.048403 AB p147_mb_517 150 46 17 0 4 25
000031 0.012917 0.268800 0.048055 AB p031_mb_551 150 63 26 0 0 37
000310 0.001031 0.021690 0.047548 AB p310_mb_351 150 5 2 0 0 3
000165 0.012713 0.271849 0.046767 AB p165_mb_581 150 62 18 0 2 42
000124 0.001237 0.026577 0.046561 AB p124_mb_443 150 6 6 0 0 0
000054 0.020426 0.441403 0.046274 AB p054_mb_667 150 100 41 0 2 57
000125 0.023252 0.508284 0.045745 AB p125_mb_323 150 114 54 0 1 59
000316 0.028679 0.638124 0.044943 AB p316_mb_435 150 141 58 0 5 78
000064 0.009448 0.211245 0.044726 AB p064_mb_686 150 46 23 0 1 22
000295 0.009653 0.216825 0.044518 AB p295_mb_520 150 47 20 0 3 24
000174 0.007402 0.168026 0.044052 AB p174_mb_639 150 36 16 0 0 20
000421 0.007811 0.181724 0.042985 AB p421_mb_294 145 38 12 0 1 25
000006 0.010265 0.245237 0.041859 AB p006_mb_566 150 50 26 0 0 24
000380 0.022848 0.558180 0.040934 AB p380_mb_244 150 112 46 0 5 61
000418 0.026070 0.639956 0.040737 AB p418_mb_282 150 128 50 0 6 72
000113 0.006787 0.167596 0.040497 AB p113_mb_694 150 33 14 0 2 17
000289 0.027476 0.685364 0.040089 AB p289_mb_503 150 135 59 0 2 74
000050 0.012917 0.326694 0.039539 AB p050_mb_579 150 63 33 0 1 29
000237 0.022445 0.583036 0.038497 AB p237_mb_478 149 110 51 0 3 56
000390 0.015359 0.400721 0.038328 AB p390_mb_429 150 75 23 0 6 46
000277 0.007402 0.195097 0.037939 AB p277_mb_653 150 36 15 0 0 21
000002 0.010061 0.270230 0.037232 AB p002_mb_549 150 49 20 0 1 28
000419 0.025668 0.702024 0.036562 AB p419_mb_285 150 126 53 0 8 65
000218 0.025466 0.705710 0.036086 AB p218_mb_372 150 125 53 0 3 69
000393 0.028479 0.794984 0.035823 AB p393_mb_243 150 140 50 0 4 86
000132 0.020628 0.604868 0.034103 AB p132_mb_487 150 101 37 0 1 63
000146 0.006377 0.187097 0.034084 AB p146_mb_630 150 31 15 0 1 15
000180 0.026873 0.793762 0.033856 AB p180_mb_485 150 132 47 0 3 82
000029 0.007197 0.213338 0.033735 AB p029_mb_534 150 35 15 0 1 19
000214 0.026271 0.788070 0.033335 AB p214_mb_305 150 129 57 0 7 65
000040 0.005146 0.154405 0.033328 AB p040_mb_660 150 25 11 0 0 14
000204 0.025466 0.772318 0.032974 AB p204_mb_392 150 125 61 0 4 60
000291 0.028679 0.885376 0.032392 AB p291_mb_501 150 141 49 0 3 89
000090 0.004941 0.153296 0.032229 AB p090_mb_504 150 24 11 0 4 9
000417 0.019212 0.601497 0.031940 AB p417_mb_283 150 94 31 0 2 61
000370 0.024259 0.763322 0.031781 AB p370_mb_366 150 119 62 0 5 52
000283 0.025064 0.800656 0.031304 AB p283_mb_461 150 123 50 0 3 70
000274 0.026873 0.862836 0.031145 AB p274_mb_678 150 132 61 0 0 71
000082 0.009039 0.291195 0.031042 AB p082_mb_535 150 44 10 0 1 33
000268 0.025265 0.822382 0.030722 AB p268_mb_661 150 124 62 0 1 61
000069 0.019819 0.648126 0.030579 AB p069_mb_341 150 97 45 0 6 46
000126 0.011694 0.383868 0.030464 AB p126_mb_318 150 57 14 0 5 38
000045 0.013528 0.448446 0.030167 AB p045_mb_550 150 66 27 0 1 38
000232 0.009039 0.299678 0.030163 AB p232_mb_421 150 44 21 0 0 23
000213 0.025869 0.862405 0.029996 AB p213_mb_376 150 127 47 0 5 75
000216 0.016983 0.568516 0.029872 AB p216_mb_307 150 83 32 0 1 50
000368 0.026271 0.891990 0.029452 AB p368_mb_427 150 129 53 0 1 75
000276 0.005967 0.202759 0.029428 AB p276_mb_616 150 29 9 0 0 20
000259 0.004324 0.149733 0.028881 AB p259_mb_652 150 21 11 0 0 10
000189 0.028479 0.990554 0.028750 AB p189_mb_610 149 140 51 0 0 89
000036 0.013935 0.490256 0.028424 AB p036_mb_557 150 68 24 0 1 43
000273 0.014342 0.510497 0.028094 AB p273_mb_659 150 70 36 0 1 33
000369 0.025064 0.895551 0.027987 AB p369_mb_367 150 123 41 0 3 79
000361 0.022243 0.800430 0.027789 AB p361_mb_413 150 109 44 0 5 60
000221 0.006787 0.247477 0.027425 AB p221_mb_407 150 33 13 0 0 20
000167 0.026873 0.985247 0.027276 AB p167_mb_516 150 132 51 0 3 78
000405 0.025466 0.943997 0.026977 AB p405_mb_293 150 125 40 0 9 76
000008 0.006582 0.246244 0.026730 AB p008_mb_570 150 32 12 0 2 18
000014 0.015968 0.610254 0.026166 AB p014_mb_593 150 78 28 0 0 50
000188 0.006582 0.251786 0.026142 AB p188_mb_615 150 32 9 0 0 23
000301 0.023050 0.883431 0.026092 AB p301_mb_345 149 113 44 0 3 66
000111 0.011898 0.457633 0.025999 AB p111_mb_467 150 58 25 0 2 31
000101 0.003091 0.119014 0.025970 AB p101_mb_513 150 15 8 0 0 7
000346 0.024259 0.951514 0.025495 AB p346_mb_382 150 119 43 0 1 75
000388 0.000413 0.016204 0.025467 AB p388_mb_258 150 2 1 0 0 1
000144 0.010674 0.420101 0.025408 AB p144_mb_483 150 52 27 0 1 24
000085 0.024662 0.978363 0.025207 AB p085_mb_509 150 121 56 0 0 65
000384 0.002473 0.098713 0.025056 AB p384_mb_254 150 12 7 0 0 5
000320 0.024863 0.996435 0.024952 AB p320_mb_395 150 122 58 0 4 60
000389 0.018807 0.754972 0.024911 AB p389_mb_428 150 92 42 0 2 48
000071 0.006172 0.250749 0.024614 AB p071_mb_339 150 30 16 0 1 13
000203 0.017389 0.732381 0.023742 AB p203_mb_313 131 85 37 0 0 48
000185 0.010878 0.461370 0.023578 AB p185_mb_689 150 53 23 0 1 29
000012 0.004735 0.201894 0.023454 AB p012_mb_575 140 23 12 0 0 11
000304 0.019617 0.841926 0.023300 AB p304_mb_403 300 96 29 0 2 65
000215 0.007197 0.312878 0.023002 AB p215_mb_306 104 35 12 0 1 22
000058 0.009653 0.426550 0.022629 AB p058_mb_697 148 47 26 0 0 21
000137 0.020021 0.888226 0.022541 AB p137_mb_491 150 98 35 0 0 63
000037 0.009039 0.405219 0.022307 AB p037_mb_558 150 44 16 0 3 25
000001 0.014139 0.636007 0.022230 AB p001_mb_331 150 69 33 0 1 35
000175 0.008835 0.397975 0.022199 AB p175_mb_638 150 43 15 0 1 27
000302 0.011490 0.517655 0.022197 AB p302_mb_326 150 56 26 0 0 30
000140 0.014139 0.637412 0.022181 AB p140_mb_454 150 69 17 0 0 52
000233 0.015562 0.730355 0.021307 AB p233_mb_494 150 76 32 0 0 44
000141 0.005557 0.263020 0.021126 AB p141_mb_453 150 27 10 0 0 17
000112 0.014342 0.684901 0.020940 AB p112_mb_693 150 70 34 0 1 35
000089 0.010470 0.507547 0.020628 AB p089_mb_505 150 51 22 0 1 28
000176 0.010470 0.507949 0.020612 AB p176_mb_637 150 51 23 0 0 28
000108 0.014952 0.729251 0.020503 AB p108_mb_514 150 73 32 0 0 41
000423 0.010878 0.530640 0.020500 AB p423_mb_287 153 53 24 0 0 29
000063 0.009857 0.481822 0.020458 AB p063_mb_687 150 48 26 0 0 22
000394 0.001650 0.083584 0.019736 AB p394_mb_262 150 8 0 0 0 8
000088 0.014952 0.768779 0.019449 AB p088_mb_506 150 73 38 0 1 34
000143 0.012510 0.644415 0.019412 AB p143_mb_482 149 61 23 0 1 37
000281 0.000619 0.032295 0.019164 AB p281_mb_484 150 3 0 0 0 3
000186 0.009244 0.488840 0.018909 AB p186_mb_696 150 45 28 0 1 16
000129 0.013121 0.696344 0.018843 AB p129_mb_310 150 64 22 0 6 36
000170 0.018807 0.998904 0.018828 AB p170_mb_647 150 92 39 0 1 52
000260 0.009857 0.523813 0.018818 AB p260_mb_577 150 48 30 0 0 18
000194 0.005967 0.319167 0.018695 AB p194_mb_604 150 29 12 0 0 17
000253 0.002679 0.147506 0.018163 AB p253_mb_625 150 13 8 0 0 5
000280 0.008835 0.488572 0.018083 AB p280_mb_361 150 43 14 0 2 27
000009 0.005557 0.317568 0.017497 AB p009_mb_571 150 27 8 0 0 19
000252 0.008221 0.475023 0.017306 AB p252_mb_598 150 40 19 0 1 20
000159 0.007811 0.454923 0.017171 AB p159_mb_641 150 38 12 0 1 25
000047 0.012102 0.712191 0.016993 AB p047_mb_547 150 59 19 0 2 38
000166 0.011694 0.701073 0.016680 AB p166_mb_528 109 57 27 0 3 27
000075 0.015155 0.914968 0.016564 AB p075_mb_334 118 74 26 0 2 46
000093 0.009039 0.547559 0.016508 AB p093_mb_526 149 44 22 0 0 22
000156 0.004735 0.287198 0.016488 AB p156_mb_588 149 23 8 0 1 14
000270 0.011082 0.693714 0.015975 AB p270_mb_668 149 54 29 0 1 24
000019 0.009244 0.589961 0.015668 AB p019_mb_531 150 45 18 0 1 26
000121 0.008630 0.552668 0.015615 AB p121_mb_370 150 42 20 0 1 21
000315 0.005967 0.382486 0.015600 AB p315_mb_434 150 29 11 0 2 16
000033 0.008425 0.552539 0.015249 AB p033_mb_554 150 41 18 0 0 23
000172 0.005146 0.338459 0.015204 AB p172_mb_644 150 25 9 0 0 16
000341 0.000413 0.027437 0.015040 AB p341_mb_380 150 2 1 0 0 1
000263 0.009857 0.659639 0.014943 AB p263_mb_596 150 48 18 0 2 28
000060 0.005146 0.345997 0.014873 AB p060_mb_672 150 25 12 0 2 11
000171 0.010878 0.733756 0.014825 AB p171_mb_643 150 53 19 0 2 32
000404 0.010470 0.706564 0.014818 AB p404_mb_247 87 51 18 0 2 31
000020 0.011082 0.749010 0.014796 AB p020_mb_580 150 54 26 0 1 27
000187 0.006172 0.418422 0.014751 AB p187_mb_700 150 30 18 0 1 11
000016 0.005762 0.390700 0.014747 AB p016_mb_591 150 28 13 0 1 14
000150 0.011898 0.809701 0.014694 AB p150_mb_582 150 58 21 0 1 36
000046 0.010265 0.704090 0.014580 AB p046_mb_548 150 50 22 0 1 27
000422 0.010470 0.721238 0.014516 AB p422_mb_288 164 51 16 0 3 32
000328 0.003091 0.212939 0.014515 AB p328_mb_398 150 15 5 0 1 9
000255 0.012713 0.895642 0.014195 AB p255_mb_626 136 62 24 0 2 36
000311 0.003091 0.222051 0.013919 AB p311_mb_350 150 15 7 0 1 7
000102 0.010470 0.753237 0.013900 AB p102_mb_511 150 51 31 0 1 19
000073 0.004530 0.332680 0.013616 AB p073_mb_337 100 22 2 0 1 19
000053 0.013121 0.969689 0.013531 AB p053_mb_635 149 64 22 0 3 39
000074 0.009244 0.685019 0.013494 AB p074_mb_335 150 45 23 0 2 20
000262 0.010265 0.774803 0.013249 AB p262_mb_664 150 50 26 0 3 21
000152 0.010265 0.780213 0.013157 AB p152_mb_584 150 50 20 0 0 30
000010 0.010061 0.774266 0.012995 AB p010_mb_572 150 49 21 0 1 27
000138 0.005967 0.461952 0.012917 AB p138_mb_455 150 29 12 0 4 13
000083 0.008016 0.622839 0.012870 AB p083_mb_521 150 39 17 0 0 22
000056 0.010265 0.804191 0.012765 AB p056_mb_648 150 50 22 0 1 27
000249 0.002473 0.194148 0.012740 AB p249_mb_601 150 12 5 0 0 7
000264 0.004941 0.389061 0.012699 AB p264_mb_597 150 24 14 0 0 10
000154 0.011694 0.924410 0.012650 AB p154_mb_586 149 57 29 0 1 27
000135 0.008835 0.703026 0.012567 AB p135_mb_492 150 43 19 0 4 20
000094 0.010470 0.836160 0.012521 AB p094_mb_524 150 51 15 0 1 35
000319 0.010470 0.837385 0.012503 AB p319_mb_438 150 51 25 0 4 22
000261 0.009039 0.730822 0.012369 AB p261_mb_578 150 44 22 0 2 20
000061 0.006787 0.553006 0.012273 AB p061_mb_671 150 33 12 0 0 21
000197 0.008221 0.675784 0.012165 AB p197_mb_628 151 40 14 0 0 26
000356 0.000619 0.051616 0.011991 AB p356_mb_414 150 3 0 0 0 3
000306 0.005762 0.492662 0.011695 AB p306_mb_304 150 28 13 0 2 13
000115 0.007197 0.618068 0.011644 AB p115_mb_447 150 35 20 0 0 15
000229 0.004530 0.391154 0.011581 AB p229_mb_497 149 22 10 0 1 11
000256 0.011286 0.982008 0.011493 AB p256_mb_651 150 55 25 0 1 29
000034 0.006582 0.579485 0.011359 AB p034_mb_555 150 32 13 0 1 18
000017 0.005557 0.489434 0.011353 AB p017_mb_594 149 27 13 0 0 14
000168 0.001444 0.127572 0.011316 AB p168_mb_684 150 7 2 0 0 5
000323 0.007402 0.666002 0.011114 AB p323_mb_316 149 36 15 0 1 20
000424 0.007197 0.655633 0.010977 AB p424_mb_296 73 35 21 0 2 12
000157 0.002062 0.188510 0.010936 AB p157_mb_589 150 10 6 0 1 3
000243 0.003708 0.339225 0.010930 AB p243_mb_472 69 18 11 0 0 7
000059 0.010470 0.971916 0.010772 AB p059_mb_699 150 51 16 0 4 31
000087 0.010061 0.935415 0.010756 AB p087_mb_507 150 49 22 0 1 26
000026 0.009653 0.900861 0.010715 AB p026_mb_561 150 47 22 0 3 22
000199 0.005351 0.502185 0.010656 AB p199_mb_618 149 26 14 0 1 11
000292 0.003708 0.349647 0.010604 AB p292_mb_500 150 18 5 0 0 13
000196 0.006787 0.640453 0.010597 AB p196_mb_619 150 33 12 0 0 21
000271 0.004530 0.428566 0.010570 AB p271_mb_669 150 22 9 0 0 13
000139 0.007402 0.707577 0.010461 AB p139_mb_512 150 36 17 0 1 18
000107 0.005967 0.578776 0.010309 AB p107_mb_515 150 29 8 0 1 20
000378 0.001444 0.141671 0.010189 AB p378_mb_269 150 7 3 0 1 3
000234 0.007607 0.757302 0.010044 AB p234_mb_493 150 37 18 0 1 18
000079 0.006582 0.658030 0.010003 AB p079_mb_320 150 32 9 0 0 23
000142 0.005762 0.595274 0.009679 AB p142_mb_452 150 28 21 0 1 6
000317 0.006992 0.736858 0.009489 AB p317_mb_436 150 34 14 0 0 20
000164 0.006377 0.694251 0.009186 AB p164_mb_622 150 31 13 0 0 18
000158 0.008221 0.909556 0.009038 AB p158_mb_640 150 40 20 0 1 19
000148 0.008630 0.963496 0.008957 AB p148_mb_463 150 42 21 0 2 19
000245 0.005557 0.626263 0.008872 AB p245_mb_656 150 27 7 0 0 20
000160 0.007197 0.829004 0.008681 AB p160_mb_518 149 35 8 0 4 23
000254 0.005351 0.619220 0.008642 AB p254_mb_624 138 26 14 0 0 12
000065 0.006787 0.788842 0.008604 AB p065_mb_685 142 33 21 0 0 12
000288 0.008016 0.946596 0.008468 AB p288_mb_456 150 39 18 0 3 18
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000004 0.002885 0.594501 0.004853 AB p004_mb_545 150 14 8 0 0 6
000300 0.004530 0.942865 0.004804 AB p300_mb_346 149 22 7 0 1 14
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000240 0.001444 0.332221 0.004345 AB p240_mb_475 150 7 3 0 0 4
000030 0.004119 0.973221 0.004232 AB p030_mb_537 150 20 10 0 0 10
000340 0.001650 0.401829 0.004105 AB p340_mb_400 150 8 2 0 0 6
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000386 0.001031 0.253257 0.004072 AB p386_mb_423 150 5 2 0 0 3
000117 0.003913 0.972441 0.004024 AB p117_mb_450 150 19 10 0 2 7
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000220 0.003296 0.926827 0.003557 AB p220_mb_412 150 16 7 0 0 9
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000181 0.001031 0.337486 0.003056 AB p181_mb_409 150 5 1 0 0 4
000173 0.002473 0.815687 0.003032 AB p173_mb_645 150 12 5 0 0 7
000055 0.002062 0.717826 0.002872 AB p055_mb_649 150 10 6 0 0 4
000342 0.001031 0.359692 0.002867 AB p342_mb_379 150 5 2 0 0 3
000224 0.002062 0.721387 0.002858 AB p224_mb_357 150 10 5 0 0 5
000373 0.001650 0.580105 0.002844 AB p373_mb_422 150 8 0 0 0 8
000367 0.002062 0.749665 0.002750 AB p367_mb_445 150 10 7 0 1 2
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000104 0.000206 0.077508 0.002662 AB p104_mb_560 150 1 0 0 0 1
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000110 0.000619 0.257273 0.002406 AB p110_mb_466 150 3 3 0 0 0
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000337 0.001444 0.652644 0.002212 AB p337_mb_383 150 7 1 0 0 6
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000354 0.001444 0.688828 0.002096 AB p354_mb_381 150 7 1 0 0 6
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000183 0.000206 0.105846 0.001950 AB p183_mb_332 150 1 0 0 0 1
000322 0.001650 0.856599 0.001926 AB p322_mb_315 150 8 4 0 0 4
000192 0.001237 0.654837 0.001890 AB p192_mb_607 150 6 2 0 0 4
000397 0.000825 0.440202 0.001874 AB p397_mb_251 150 4 1 0 1 2
000246 0.001650 0.881906 0.001870 AB p246_mb_657 150 8 4 0 0 4
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000130 0.000825 0.456228 0.001809 AB p130_mb_539 150 4 3 0 0 1
000109 0.001444 0.800575 0.001803 AB p109_mb_465 150 7 0 0 0 7
000364 0.000825 0.458669 0.001799 AB p364_mb_416 150 4 4 0 0 0
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000293 0.001237 0.725376 0.001706 AB p293_mb_499 150 6 2 0 0 4
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000178 0.000619 0.377253 0.001641 AB p178_mb_410 150 3 0 0 0 3
000410 0.001444 0.886329 0.001629 AB p410_mb_281 150 7 2 0 0 5
000331 0.000825 0.516224 0.001598 AB p331_mb_439 150 4 2 0 0 2
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000267 0.000825 0.680057 0.001213 AB p267_mb_553 150 4 0 0 0 4
000345 0.000825 0.695871 0.001186 AB p345_mb_399 150 4 3 0 0 1
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000398 0.000413 0.393699 0.001048 AB p398_mb_250 150 2 2 0 0 0
000334 0.000825 0.826910 0.000998 AB p334_mb_440 149 4 1 0 0 3
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000149 0.000413 0.499338 0.000826 AB p149_mb_462 150 2 1 0 0 1
000131 0.000619 0.751807 0.000823 AB p131_mb_486 150 3 2 0 0 1
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000412 0.000206 0.313957 0.000657 AB p412_mb_274 150 1 0 0 0 1
000038 0.000619 0.978946 0.000632 AB p038_mb_529 150 3 0 0 0 3
000358 0.000413 0.673974 0.000612 AB p358_mb_431 150 2 2 0 0 0
000297 0.000206 0.370594 0.000557 AB p297_mb_344 150 1 1 0 0 0
000182 0.000413 0.774202 0.000533 AB p182_mb_354 150 2 2 0 0 0
000413 0.000413 0.796652 0.000518 AB p413_mb_291 149 2 0 0 0 2
000333 0.000413 0.799963 0.000516 AB p333_mb_336 150 2 2 0 0 0
000151 0.000413 0.901221 0.000458 AB p151_mb_583 122 2 0 0 0 2
000379 0.000413 0.905455 0.000456 AB p379_mb_430 150 2 0 0 0 2
000282 0.000206 0.469012 0.000440 AB p282_mb_488 150 1 1 0 0 0
000347 0.000413 0.959615 0.000430 AB p347_mb_419 150 2 1 0 0 1
000352 0.000206 0.544630 0.000379 AB p352_mb_362 150 1 1 0 0 0
000106 0.000206 0.728244 0.000283 AB p106_mb_464 150 1 1 0 0 0
000374 0.000206 0.932444 0.000221 AB p374_mb_260 150 1 0 0 0 1
000357 0.000206 0.952927 0.000217 AB p357_mb_432 150 1 0 0 0 1
000241 0.000206 0.957830 0.000215 AB p241_mb_474 150 1 0 0 0 1

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: City of Longmont Ballot Question 2B

Number of precincts: 406
Total number of votes cast:  18835
Average number of votes/precinct: 46.3916256158
Median number of votes/precinct: 33
Maximum number of votes/precinct: 237
Minimum number of votes/precinct: 1
Ratio of max/min: 237.0
margin =  14.2659941598 percent, 2687.0 votes
s =  0.2  (maximum within-precinct-miscount)
alpha =  0.25  (confidence is 1 - alpha:  0.75 )

Rule of Thumb says:
    3.88698984618 precincts.
    expected workload =  371.133004926 votes counted.

APR says:
    b = 144.799840722 precincts needed to hold corruption
    u =  4 precincts to audit
    expected workload =  185.566502463 votes
    confidence level to find one of b =  0.830095337308
    bmin = 51
    confidence level to find one of bmin =  0.416714049342

SAFE says:
    bmin = 51
    Number of precincts to audit = u = 11
    Confidence level achieved =  0.776069144742
    expected workload =  510.307881773

Negexp says:
    w = 1938.26078743
    largest probability =  0.0477330055023
    smallest probability =  0.000206349285564
    expected number of precincts audited =  3.85200972176
    expected workload =  337.707814724 votes counted

PPEBWR says:
    t =  4
    largest total probability =  0.049389788172
    smallest total probability =  0.000212353674298
    expected number of precincts audited = 3.97211401167
    expected workload =  348.429693523 votes counted.
    max difference from negexp =  0.00165678266967