Audit Selection Report for City of Longmont Council Member At-Large, Vote For 2

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 7 audit units.

Batch Seq Threshold Random Priority Type Batches Ballots Contest Ballots Alex Sammoury Bill Van Dusen Edward W. Dloughy Gabe Santos Kaye Fissinger Over Under
Totals 8149 5408 934 11048 4832 10 7279
000294 0.048152 0.013977 3.445211 AB p294_mb_498 150 258 62 29 7 87 28 0 45
000086 0.010654 0.005833 1.826677 AB p086_mb_508 150 56 16 4 4 20 6 0 6
000076 0.042308 0.024942 1.696232 AB p076_mb_471 150 226 43 41 6 69 31 0 36
000272 0.049607 0.033268 1.491136 AB p272_mb_698 150 266 68 41 8 85 27 0 37
000049 0.022318 0.016331 1.366585 AB p049_mb_665 150 118 29 14 1 38 14 0 22
000365 0.045600 0.036266 1.257354 AB p365_mb_417 150 244 43 32 3 75 45 0 46
000025 0.025678 0.025277 1.015871 AB p025_mb_562 150 136 30 18 2 41 20 0 25
000193 0.029770 0.030566 0.973956 AB p193_mb_605 150 158 34 23 12 44 14 0 31
000095 0.033105 0.039009 0.848647 AB p095_mb_523 150 176 43 31 2 41 32 0 27
000077 0.012923 0.017281 0.747807 AB p077_mb_322 150 68 12 9 2 14 10 0 21
000099 0.013678 0.019178 0.713188 AB p099_mb_602 150 72 24 5 0 24 7 0 12
000122 0.046694 0.092182 0.506548 AB p122_mb_369 150 250 61 50 4 72 32 0 31
000161 0.017820 0.036013 0.494815 AB p161_mb_654 150 94 19 12 3 32 12 0 16
000284 0.011789 0.029105 0.405064 AB p284_mb_460 150 62 12 6 2 15 12 0 15
000103 0.013678 0.037571 0.364047 AB p103_mb_510 150 72 11 14 3 16 11 0 17
000230 0.052512 0.151038 0.347673 AB p230_mb_496 150 282 74 36 5 102 22 0 43
000326 0.049607 0.148286 0.334540 AB p326_mb_401 150 266 71 31 3 89 33 0 39
000179 0.047059 0.141037 0.333664 AB p179_mb_540 150 252 69 28 8 87 24 0 36
000211 0.048152 0.152443 0.315870 AB p211_mb_374 149 258 65 36 3 84 29 0 41
000285 0.049244 0.156180 0.315303 AB p285_mb_459 150 264 66 39 8 74 33 0 44
000100 0.051786 0.178447 0.290206 AB p100_mb_592 150 278 67 43 4 92 32 0 40
000244 0.031994 0.114911 0.278428 AB p244_mb_543 150 170 40 19 5 54 20 0 32
000114 0.025306 0.093261 0.271343 AB p114_mb_695 150 134 21 12 7 38 19 0 37
000299 0.051786 0.196995 0.262882 AB p299_mb_377 150 278 61 45 4 74 51 0 43
000119 0.018195 0.072968 0.249360 AB p119_mb_451 150 96 13 14 1 25 17 0 26
000225 0.049971 0.203094 0.246049 AB p225_mb_358 150 268 73 47 0 75 41 0 32
000027 0.046330 0.204039 0.227062 AB p027_mb_532 150 248 61 31 2 86 31 0 37
000330 0.048516 0.220646 0.219883 AB p330_mb_330 150 260 57 26 5 93 26 0 53
000162 0.017444 0.079993 0.218065 AB p162_mb_655 150 92 18 12 2 30 12 0 18
000169 0.028284 0.131133 0.215690 AB p169_mb_642 150 150 23 18 5 39 18 0 47
000007 0.020446 0.095769 0.213496 AB p007_mb_569 150 108 24 12 5 38 11 0 18
000021 0.014809 0.069661 0.212587 AB p021_mb_559 150 78 21 11 4 23 8 0 11
000042 0.022692 0.112267 0.202125 AB p042_mb_631 150 120 21 11 2 38 14 0 34
000275 0.018571 0.092784 0.200150 AB p275_mb_519 150 98 24 14 4 26 10 0 20
000411 0.017068 0.086689 0.196885 AB p411_mb_280 150 90 7 13 0 14 16 0 40
000120 0.044504 0.232017 0.191812 AB p120_mb_371 150 238 52 29 3 75 26 0 53
000325 0.049971 0.272702 0.183244 AB p325_mb_396 150 268 52 33 7 74 30 0 72
000043 0.029399 0.161408 0.182139 AB p043_mb_658 150 156 38 18 3 44 23 0 30
000238 0.027540 0.156762 0.175683 AB p238_mb_477 150 146 43 16 1 50 18 0 18
000098 0.024560 0.146274 0.167901 AB p098_mb_522 150 130 19 18 3 39 19 0 32
000395 0.047788 0.286433 0.166838 AB p395_mb_263 150 256 44 30 6 65 38 0 73
000052 0.047423 0.297206 0.159564 AB p052_mb_633 150 254 73 36 2 79 29 0 35
000205 0.001529 0.009750 0.156819 AB p205_mb_390 150 8 0 2 2 2 2 0 0
000376 0.041575 0.272367 0.152643 AB p376_mb_267 150 222 40 40 8 58 30 0 46
000298 0.049244 0.324091 0.151945 AB p298_mb_325 150 264 51 44 6 74 37 0 52
000278 0.010654 0.072063 0.147849 AB p278_mb_623 150 56 13 6 2 15 7 0 13
000408 0.051424 0.358307 0.143518 AB p408_mb_276 150 276 54 41 7 67 38 0 69
000105 0.044869 0.314941 0.142469 AB p105_mb_536 150 240 67 40 3 75 25 0 30
000118 0.001529 0.010900 0.140282 AB p118_mb_449 150 8 1 2 0 4 1 0 0
000184 0.046877 0.334295 0.140226 AB p184_mb_333 150 251 59 36 12 68 29 1 46
000296 0.046694 0.335263 0.139277 AB p296_mb_324 150 250 54 43 11 67 31 0 44
000332 0.049971 0.369285 0.135318 AB p332_mb_329 150 268 55 46 10 79 37 0 41
000155 0.026796 0.200833 0.133425 AB p155_mb_587 150 142 28 22 1 50 22 0 19
000242 0.037165 0.290084 0.128118 AB p242_mb_473 150 198 28 41 6 50 30 0 43
000032 0.015563 0.121861 0.127707 AB p032_mb_552 150 82 12 12 1 23 14 0 20
000406 0.045600 0.357300 0.127623 AB p406_mb_261 150 244 32 35 4 56 46 0 71
000015 0.017068 0.135061 0.126371 AB p015_mb_632 150 90 14 13 3 26 14 0 20
000396 0.050334 0.404870 0.124322 AB p396_mb_264 150 270 54 46 4 69 40 0 57
000212 0.046694 0.379711 0.122974 AB p212_mb_375 150 250 70 27 10 84 25 0 34
000051 0.051061 0.418214 0.122092 AB p051_mb_595 150 274 75 36 6 94 23 0 40
000191 0.023066 0.190567 0.121038 AB p191_mb_608 150 122 22 23 2 41 16 0 18
000287 0.013678 0.113232 0.120794 AB p287_mb_457 150 72 10 8 1 22 10 0 21
000239 0.048516 0.402386 0.120571 AB p239_mb_476 150 260 59 28 2 90 35 0 46
000392 0.048880 0.419255 0.116588 AB p392_mb_279 150 262 46 46 7 69 33 0 61
000359 0.024933 0.219341 0.113671 AB p359_mb_303 150 132 26 13 3 39 13 0 38
000208 0.047788 0.424060 0.112691 AB p208_mb_387 150 256 61 36 4 84 36 0 35
000409 0.046694 0.429631 0.108685 AB p409_mb_275 150 250 47 48 6 51 45 0 53
000096 0.017068 0.157446 0.108404 AB p096_mb_541 150 90 25 11 2 36 4 0 12
000092 0.018571 0.171830 0.108076 AB p092_mb_527 150 98 22 11 4 28 13 0 20
000312 0.048152 0.449318 0.107167 AB p312_mb_349 150 258 58 37 4 73 37 0 49
000250 0.049789 0.504511 0.098688 AB p250_mb_600 150 267 80 38 2 90 28 1 28
000066 0.021195 0.218066 0.097197 AB p066_mb_691 150 112 18 16 6 26 18 0 28
000381 0.009897 0.101903 0.097124 AB p381_mb_245 139 52 18 5 0 17 2 0 10
000226 0.007622 0.078678 0.096876 AB p226_mb_359 150 40 5 3 1 12 2 0 17
000035 0.021195 0.220019 0.096334 AB p035_mb_556 150 112 22 9 4 29 15 0 33
000202 0.043040 0.448047 0.096062 AB p202_mb_312 150 230 56 29 4 72 24 0 45
000018 0.049607 0.527893 0.093973 AB p018_mb_530 150 266 83 38 5 84 25 0 31
000313 0.086678 0.932013 0.093000 AB p313_mb_348 300 474 99 79 10 151 46 0 89
000097 0.017820 0.192777 0.092436 AB p097_mb_542 150 94 17 14 3 25 7 0 28
000382 0.049607 0.538620 0.092101 AB p382_mb_328 150 266 51 32 6 67 31 0 79
000147 0.017444 0.195198 0.089365 AB p147_mb_517 150 92 17 13 0 24 11 0 27
000031 0.023813 0.268800 0.088590 AB p031_mb_551 150 126 29 23 1 41 16 0 16
000310 0.001911 0.021690 0.088103 AB p310_mb_351 150 10 1 3 0 2 3 0 1
000124 0.002293 0.026577 0.086266 AB p124_mb_443 150 12 3 2 0 4 2 0 1
000165 0.023440 0.271849 0.086223 AB p165_mb_581 150 124 30 18 5 33 20 0 18
000054 0.037533 0.441403 0.085032 AB p054_mb_667 150 200 43 22 1 59 26 0 49
000125 0.042674 0.508284 0.083958 AB p125_mb_323 150 228 47 35 11 61 33 0 41
000064 0.017444 0.211245 0.082576 AB p064_mb_686 150 92 21 6 2 31 9 0 23
000316 0.052512 0.638124 0.082291 AB p316_mb_435 150 282 64 34 8 86 35 0 55
000295 0.017820 0.216825 0.082184 AB p295_mb_520 150 94 12 17 4 22 16 0 23
000174 0.013678 0.168026 0.081402 AB p174_mb_639 150 72 13 10 0 27 10 0 12
000421 0.014244 0.181724 0.078380 AB p421_mb_294 145 75 13 14 1 18 14 1 14
000006 0.018946 0.245237 0.077256 AB p006_mb_566 150 100 26 15 0 34 9 0 16
000380 0.041942 0.558180 0.075140 AB p380_mb_244 150 224 47 36 7 56 37 0 41
000113 0.012545 0.167596 0.074853 AB p113_mb_694 150 66 11 6 1 22 9 0 17
000418 0.047788 0.639956 0.074674 AB p418_mb_282 150 256 38 47 5 55 44 0 67
000289 0.050334 0.685364 0.073442 AB p289_mb_503 150 270 69 46 5 86 31 0 33
000050 0.023813 0.326694 0.072891 AB p050_mb_579 150 126 26 15 6 39 15 0 25
000237 0.041208 0.583036 0.070679 AB p237_mb_478 149 220 43 40 6 68 30 0 33
000390 0.028284 0.400721 0.070583 AB p390_mb_429 150 150 27 29 5 40 23 0 26
000277 0.013678 0.195097 0.070107 AB p277_mb_653 150 72 11 8 5 23 4 0 21
000002 0.018571 0.270230 0.068722 AB p002_mb_549 150 98 24 18 4 27 9 0 16
000419 0.047059 0.702024 0.067033 AB p419_mb_285 150 252 48 38 6 69 26 0 65
000218 0.046512 0.705710 0.065908 AB p218_mb_372 150 249 58 42 4 67 31 1 46
000393 0.052149 0.794984 0.065598 AB p393_mb_243 150 280 51 49 7 71 47 0 55
000146 0.011789 0.187097 0.063012 AB p146_mb_630 150 62 15 7 1 17 8 0 14
000132 0.037901 0.604868 0.062661 AB p132_mb_487 150 202 65 20 4 72 17 0 24
000029 0.013300 0.213338 0.062344 AB p029_mb_534 150 70 19 8 1 23 6 0 13
000180 0.049244 0.793762 0.062039 AB p180_mb_485 150 264 69 37 4 85 29 0 40
000040 0.009518 0.154405 0.061645 AB p040_mb_660 150 50 11 4 2 12 8 0 13
000214 0.048152 0.788070 0.061101 AB p214_mb_305 150 258 67 33 3 91 31 0 33
000204 0.046694 0.772318 0.060460 AB p204_mb_392 150 250 71 28 5 88 20 0 38
000090 0.009139 0.153296 0.059619 AB p090_mb_504 150 48 4 7 0 18 8 0 11
000291 0.052512 0.885376 0.059310 AB p291_mb_501 150 282 86 36 4 94 26 0 36
000417 0.035322 0.601497 0.058723 AB p417_mb_283 150 188 37 27 4 44 19 0 57
000370 0.044504 0.763322 0.058303 AB p370_mb_366 150 238 53 34 7 71 23 0 50
000283 0.045965 0.800656 0.057409 AB p283_mb_461 150 246 68 28 5 75 34 0 36
000082 0.016692 0.291195 0.057321 AB p082_mb_535 150 88 21 11 1 25 17 0 13
000274 0.049244 0.862836 0.057072 AB p274_mb_678 150 264 57 36 1 91 43 0 36
000268 0.046330 0.822382 0.056336 AB p268_mb_661 150 248 51 30 9 78 31 0 49
000069 0.036428 0.648126 0.056205 AB p069_mb_341 150 194 61 28 3 58 22 0 22
000126 0.021570 0.383868 0.056191 AB p126_mb_318 150 114 16 26 2 23 11 0 36
000232 0.016692 0.299678 0.055699 AB p232_mb_421 150 88 21 12 4 28 9 0 14
000045 0.024746 0.448446 0.055182 AB p045_mb_550 150 131 27 14 6 43 17 1 23
000213 0.047423 0.862405 0.054990 AB p213_mb_376 150 254 56 37 10 70 45 0 36
000216 0.031253 0.568516 0.054974 AB p216_mb_307 150 166 47 26 3 48 20 0 22
000276 0.011033 0.202759 0.054414 AB p276_mb_616 150 58 10 7 1 18 8 0 14
000368 0.048152 0.891990 0.053983 AB p368_mb_427 150 258 54 48 3 75 31 0 47
000259 0.008002 0.149733 0.053439 AB p259_mb_652 150 42 8 8 0 10 9 0 7
000189 0.052149 0.990554 0.052646 AB p189_mb_610 149 280 76 41 4 96 32 0 31
000036 0.025678 0.490256 0.052378 AB p036_mb_557 150 136 29 26 4 35 13 0 29
000273 0.026424 0.510497 0.051761 AB p273_mb_659 150 140 20 26 6 37 25 0 26
000369 0.045965 0.895551 0.051326 AB p369_mb_367 150 246 52 36 3 63 42 0 50
000361 0.040841 0.800430 0.051024 AB p361_mb_413 150 218 59 37 7 65 18 0 32
000221 0.012545 0.247477 0.050692 AB p221_mb_407 150 66 10 10 1 16 10 0 19
000167 0.049244 0.985247 0.049981 AB p167_mb_516 150 264 68 38 6 87 34 0 31
000405 0.046694 0.943997 0.049465 AB p405_mb_293 150 250 39 38 4 52 35 0 82
000008 0.012167 0.246244 0.049411 AB p008_mb_570 150 64 14 5 2 21 4 0 18
000188 0.012167 0.251786 0.048324 AB p188_mb_615 150 64 9 7 0 19 8 0 21
000014 0.029399 0.610254 0.048175 AB p014_mb_593 150 156 48 16 2 54 14 0 22
000101 0.005722 0.119014 0.048078 AB p101_mb_513 150 30 5 2 3 9 6 0 5
000111 0.021944 0.457633 0.047951 AB p111_mb_467 150 116 29 17 0 33 14 0 23
000301 0.042308 0.883431 0.047891 AB p301_mb_345 149 226 44 33 8 61 35 0 45
000388 0.000765 0.016204 0.047200 AB p388_mb_258 150 4 0 1 0 0 1 0 2
000144 0.019696 0.420101 0.046885 AB p144_mb_483 150 104 27 11 5 28 10 0 23
000346 0.044504 0.951514 0.046771 AB p346_mb_382 150 238 42 53 6 47 46 0 44
000384 0.004580 0.098713 0.046399 AB p384_mb_254 150 24 4 3 0 7 2 0 8
000085 0.045234 0.978363 0.046235 AB p085_mb_509 150 242 76 24 4 86 18 0 34
000389 0.034583 0.754972 0.045807 AB p389_mb_428 150 184 28 29 6 41 35 0 45
000320 0.045600 0.996435 0.045763 AB p320_mb_395 150 244 45 33 14 65 22 0 65
000071 0.011411 0.250749 0.045508 AB p071_mb_339 150 60 10 10 1 16 9 0 14
000203 0.031994 0.732381 0.043685 AB p203_mb_313 131 170 43 20 6 60 20 0 21
000185 0.020071 0.461370 0.043504 AB p185_mb_689 150 106 20 22 1 33 13 0 17
000012 0.008760 0.201894 0.043390 AB p012_mb_575 140 46 11 2 3 13 5 0 12
000304 0.036059 0.841926 0.042830 AB p304_mb_403 300 192 27 40 7 41 35 0 42
000215 0.013300 0.312878 0.042510 AB p215_mb_306 104 70 13 14 1 19 15 0 8
000058 0.017820 0.426550 0.041776 AB p058_mb_697 148 94 12 15 5 33 9 0 20
000137 0.036797 0.888226 0.041427 AB p137_mb_491 150 196 36 36 8 62 14 0 40
000037 0.016692 0.405219 0.041192 AB p037_mb_558 150 88 23 11 0 29 9 0 16
000175 0.016315 0.397975 0.040996 AB p175_mb_638 150 86 14 18 4 22 12 0 16
000001 0.026051 0.636007 0.040961 AB p001_mb_331 150 138 33 14 7 41 12 0 31
000140 0.026051 0.637412 0.040870 AB p140_mb_454 150 138 27 25 4 36 20 0 26
000302 0.021008 0.517655 0.040583 AB p302_mb_326 150 111 16 13 6 25 18 1 32
000233 0.028656 0.730355 0.039235 AB p233_mb_494 150 152 27 16 7 49 14 0 39
000141 0.010276 0.263020 0.039069 AB p141_mb_453 150 54 13 8 0 16 7 0 10
000112 0.026424 0.684901 0.038580 AB p112_mb_693 150 140 21 20 9 39 18 0 33
000089 0.019321 0.507547 0.038068 AB p089_mb_505 150 102 19 15 1 24 18 0 25
000176 0.019321 0.507949 0.038038 AB p176_mb_637 150 102 18 16 3 29 13 0 23
000423 0.020071 0.530640 0.037825 AB p423_mb_287 153 106 23 11 1 33 13 0 25
000108 0.027540 0.729251 0.037765 AB p108_mb_514 150 146 33 18 3 43 18 0 31
000063 0.018195 0.481822 0.037763 AB p063_mb_687 150 96 15 12 5 31 12 0 21
000394 0.003056 0.083584 0.036559 AB p394_mb_262 150 16 2 6 0 1 3 0 4
000088 0.027540 0.768779 0.035824 AB p088_mb_506 150 146 41 24 3 49 16 0 13
000143 0.023066 0.644415 0.035793 AB p143_mb_482 149 122 26 19 3 34 18 0 22
000281 0.001147 0.032295 0.035517 AB p281_mb_484 150 6 0 1 0 2 2 0 1
000186 0.017068 0.488840 0.034915 AB p186_mb_696 150 90 11 12 7 23 18 0 19
000260 0.018195 0.523813 0.034736 AB p260_mb_577 150 96 27 11 2 33 9 0 14
000129 0.024186 0.696344 0.034733 AB p129_mb_310 150 128 26 23 4 34 20 0 21
000170 0.034583 0.998904 0.034621 AB p170_mb_647 150 184 46 26 4 60 24 0 24
000194 0.011033 0.319167 0.034568 AB p194_mb_604 150 58 12 5 2 22 7 0 10
000253 0.004961 0.147506 0.033632 AB p253_mb_625 150 26 4 4 1 7 2 0 8
000280 0.016315 0.488572 0.033394 AB p280_mb_361 150 86 14 13 1 29 15 0 14
000009 0.010276 0.317568 0.032358 AB p009_mb_571 150 54 11 5 1 22 1 0 14
000252 0.015186 0.475023 0.031969 AB p252_mb_598 150 80 21 9 1 26 7 0 16
000159 0.014432 0.454923 0.031724 AB p159_mb_641 150 76 13 15 0 19 18 0 11
000047 0.022318 0.712191 0.031337 AB p047_mb_547 150 118 23 19 5 38 17 0 16
000166 0.021570 0.701073 0.030767 AB p166_mb_528 109 114 29 13 4 43 7 0 18
000075 0.027912 0.914968 0.030506 AB p075_mb_334 118 148 26 29 3 47 20 0 23
000156 0.008760 0.287198 0.030502 AB p156_mb_588 149 46 6 6 1 13 10 0 10
000093 0.016692 0.547559 0.030484 AB p093_mb_526 149 88 23 11 2 23 9 0 20
000270 0.020446 0.693714 0.029474 AB p270_mb_668 149 108 17 17 5 37 14 0 18
000019 0.017068 0.589961 0.028930 AB p019_mb_531 150 90 30 6 0 33 12 0 9
000315 0.011033 0.382486 0.028845 AB p315_mb_434 150 58 11 9 2 14 4 0 18
000121 0.015939 0.552668 0.028840 AB p121_mb_370 150 84 23 11 3 32 10 0 5
000033 0.015563 0.552539 0.028165 AB p033_mb_554 150 82 18 10 2 29 7 0 16
000172 0.009518 0.338459 0.028123 AB p172_mb_644 150 50 8 9 2 16 7 0 8
000341 0.000765 0.027437 0.027875 AB p341_mb_380 150 4 2 0 0 1 0 0 1
000263 0.018195 0.659639 0.027584 AB p263_mb_596 150 96 24 17 2 29 8 0 16
000060 0.009518 0.345997 0.027510 AB p060_mb_672 150 50 10 8 0 13 5 0 14
000171 0.020071 0.733756 0.027354 AB p171_mb_643 150 106 24 12 3 34 10 0 23
000404 0.019321 0.706564 0.027346 AB p404_mb_247 87 102 22 15 1 26 15 0 23
000020 0.020446 0.749010 0.027298 AB p020_mb_580 150 108 19 12 9 27 19 0 22
000187 0.011411 0.418422 0.027272 AB p187_mb_700 150 60 17 3 3 21 6 0 10
000016 0.010654 0.390700 0.027270 AB p016_mb_591 150 56 12 9 2 17 4 0 12
000046 0.018946 0.704090 0.026909 AB p046_mb_548 150 100 15 17 3 27 19 0 19
000328 0.005722 0.212939 0.026871 AB p328_mb_398 150 30 2 3 1 4 5 0 15
000150 0.021757 0.809701 0.026870 AB p150_mb_582 150 115 21 19 6 36 13 1 19
000422 0.019321 0.721238 0.026789 AB p422_mb_288 164 102 27 12 1 28 13 0 21
000255 0.023440 0.895642 0.026171 AB p255_mb_626 136 124 26 20 3 38 12 0 25
000311 0.005722 0.222051 0.025769 AB p311_mb_350 150 30 8 4 1 7 4 0 6
000102 0.019321 0.753237 0.025651 AB p102_mb_511 150 102 25 11 2 36 13 0 15
000073 0.008381 0.332680 0.025192 AB p073_mb_337 100 44 10 3 1 15 5 0 10
000053 0.024186 0.969689 0.024942 AB p053_mb_635 149 128 24 20 2 38 18 0 26
000074 0.017068 0.685019 0.024916 AB p074_mb_335 150 90 12 9 3 27 16 0 23
000262 0.018946 0.774803 0.024453 AB p262_mb_664 150 100 25 11 2 22 15 0 25
000152 0.018946 0.780213 0.024283 AB p152_mb_584 150 100 23 10 1 35 10 0 21
000010 0.018571 0.774266 0.023985 AB p010_mb_572 150 98 20 13 3 31 16 0 15
000138 0.011033 0.461952 0.023883 AB p138_mb_455 150 58 12 10 4 15 6 0 11
000083 0.014809 0.622839 0.023777 AB p083_mb_521 150 78 17 11 1 21 10 0 18
000249 0.004580 0.194148 0.023591 AB p249_mb_601 150 24 4 3 0 7 4 0 6
000056 0.018946 0.804191 0.023559 AB p056_mb_648 150 100 20 17 4 28 13 0 18
000264 0.009139 0.389061 0.023491 AB p264_mb_597 150 48 8 5 1 15 6 0 13
000154 0.021570 0.924410 0.023334 AB p154_mb_586 149 114 23 17 4 35 14 0 21
000135 0.016315 0.703026 0.023207 AB p135_mb_492 150 86 23 7 1 34 9 0 12
000094 0.019321 0.836160 0.023107 AB p094_mb_524 150 102 22 19 3 29 14 0 15
000319 0.019321 0.837385 0.023073 AB p319_mb_438 150 102 22 13 1 29 12 0 25
000261 0.016692 0.730822 0.022840 AB p261_mb_578 150 88 14 16 4 27 9 0 18
000061 0.012545 0.553006 0.022685 AB p061_mb_671 150 66 15 10 1 21 8 0 11
000197 0.015186 0.675784 0.022471 AB p197_mb_628 151 80 15 12 1 22 12 0 18
000356 0.001147 0.051616 0.022222 AB p356_mb_414 150 6 0 0 0 2 3 0 1
000306 0.010654 0.492662 0.021626 AB p306_mb_304 150 56 7 6 4 10 13 0 16
000115 0.013300 0.618068 0.021519 AB p115_mb_447 150 70 14 15 5 19 8 0 9
000229 0.008381 0.391154 0.021426 AB p229_mb_497 149 44 10 7 1 14 2 0 10
000256 0.020821 0.982008 0.021202 AB p256_mb_651 150 110 21 13 2 39 10 0 25
000034 0.012167 0.579485 0.020997 AB p034_mb_555 150 64 19 5 4 20 6 0 10
000017 0.010276 0.489434 0.020995 AB p017_mb_594 149 54 13 7 1 16 9 0 8
000168 0.002674 0.127572 0.020963 AB p168_mb_684 150 14 3 2 2 4 0 0 3
000323 0.013678 0.666002 0.020537 AB p323_mb_316 149 72 13 10 2 17 12 0 18
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000340 0.003056 0.401829 0.007605 AB p340_mb_400 150 16 2 6 0 1 3 0 4
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000117 0.007242 0.972441 0.007447 AB p117_mb_450 150 38 11 5 1 10 1 0 10
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000387 0.001147 0.182840 0.006273 AB p387_mb_265 150 6 1 3 0 0 2 0 0
000005 0.005151 0.831934 0.006192 AB p005_mb_568 150 27 2 4 0 5 3 1 12
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000224 0.003818 0.721387 0.005293 AB p224_mb_357 150 20 7 1 0 6 3 0 3
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000227 0.001911 0.381856 0.005004 AB p227_mb_355 150 10 0 3 0 0 1 0 6
000104 0.000382 0.077508 0.004935 AB p104_mb_560 150 2 0 0 0 1 0 0 1
000366 0.002293 0.465491 0.004925 AB p366_mb_386 150 12 3 2 0 4 0 0 3
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000110 0.001147 0.257273 0.004458 AB p110_mb_466 150 6 2 0 1 2 1 0 0
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000399 0.001147 0.266603 0.004302 AB p399_mb_259 150 6 0 1 0 2 1 0 2
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000322 0.003056 0.856599 0.003567 AB p322_mb_315 150 16 5 2 0 6 3 0 0
000192 0.002293 0.654837 0.003501 AB p192_mb_607 150 12 2 4 0 1 1 0 4
000397 0.001529 0.440202 0.003474 AB p397_mb_251 150 8 2 0 0 1 1 0 4
000246 0.003056 0.881906 0.003465 AB p246_mb_657 150 16 4 3 0 4 3 0 2
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000130 0.001529 0.456228 0.003352 AB p130_mb_539 150 8 1 1 0 3 3 0 0
000109 0.002674 0.800575 0.003341 AB p109_mb_465 150 14 4 2 0 5 1 0 2
000364 0.001529 0.458669 0.003334 AB p364_mb_416 150 8 2 1 0 2 1 0 2
000163 0.003056 0.964829 0.003167 AB p163_mb_468 61 16 5 2 1 1 4 0 3
000293 0.002293 0.725376 0.003161 AB p293_mb_499 150 12 1 3 0 3 2 0 3
000416 0.001529 0.502763 0.003041 AB p416_mb_284 174 8 1 1 0 0 1 0 5
000178 0.001147 0.377253 0.003040 AB p178_mb_410 150 6 2 1 0 1 1 0 1
000410 0.002674 0.886329 0.003017 AB p410_mb_281 150 14 3 6 0 1 4 0 0
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000334 0.001529 0.826910 0.001849 AB p334_mb_440 149 8 0 1 0 2 3 0 2
000407 0.000382 0.207832 0.001840 AB p407_mb_292 150 2 1 0 0 1 0 0 0
000209 0.000765 0.495385 0.001544 AB p209_mb_343 150 4 2 1 0 1 0 0 0
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000400 0.001147 0.807504 0.001420 AB p400_mb_278 149 6 0 0 0 0 0 0 6
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000412 0.000382 0.313957 0.001218 AB p412_mb_274 150 2 0 0 1 1 0 0 0
000038 0.001147 0.978946 0.001172 AB p038_mb_529 150 6 1 2 0 0 2 0 1
000358 0.000765 0.673974 0.001135 AB p358_mb_431 150 4 0 0 0 0 0 0 4
000297 0.000382 0.370594 0.001032 AB p297_mb_344 150 2 0 0 0 1 1 0 0
000182 0.000765 0.774202 0.000988 AB p182_mb_354 150 4 0 0 0 1 0 0 3
000413 0.000765 0.796652 0.000960 AB p413_mb_291 149 4 0 0 0 2 0 0 2
000333 0.000765 0.799963 0.000956 AB p333_mb_336 150 4 0 0 0 2 2 0 0
000151 0.000765 0.901221 0.000849 AB p151_mb_583 122 4 1 1 0 0 2 0 0
000379 0.000765 0.905455 0.000845 AB p379_mb_430 150 4 1 2 0 0 0 0 1
000282 0.000382 0.469012 0.000816 AB p282_mb_488 150 2 0 1 0 1 0 0 0
000347 0.000765 0.959615 0.000797 AB p347_mb_419 150 4 2 0 0 2 0 0 0
000352 0.000382 0.544630 0.000702 AB p352_mb_362 150 2 1 0 0 1 0 0 0
000106 0.000382 0.728244 0.000525 AB p106_mb_464 150 2 1 0 0 1 0 0 0
000374 0.000382 0.932444 0.000410 AB p374_mb_260 150 2 0 1 0 0 0 0 1
000357 0.000382 0.952927 0.000401 AB p357_mb_432 150 2 0 0 0 0 0 0 2
000241 0.000382 0.957830 0.000399 AB p241_mb_474 150 2 0 0 0 1 1 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: City of Longmont Council Member At-Large, Vote For 2

Number of precincts: 406
Total number of votes cast:  37660
Average number of votes/precinct: 92.7586206897
Median number of votes/precinct: 66
Maximum number of votes/precinct: 474
Minimum number of votes/precinct: 2
Ratio of max/min: 237.0
margin =  7.69782262347 percent, 2899.0 votes
s =  0.2  (maximum within-precinct-miscount)
alpha =  0.25  (confidence is 1 - alpha:  0.75 )

Rule of Thumb says:
    7.20356614554 precincts.
    expected workload =  1205.86206897 votes counted.

APR says:
    b = 78.1328996283 precincts needed to hold corruption
    u =  7 precincts to audit
    expected workload =  649.310344828 votes
    confidence level to find one of b =  0.778800252213
    bmin = 27
    confidence level to find one of bmin =  0.384576576807

SAFE says:
    bmin = 27
    Number of precincts to audit = u = 20
    Confidence level achieved =  0.756058424531
    expected workload =  1855.17241379

Negexp says:
    w = 2091.18646177
    largest probability =  0.086677503499
    smallest probability =  0.000382484781226
    expected number of precincts audited =  7.08418994787
    expected workload =  1239.39059292 votes counted

PPEBWR says:
    t =  7
    largest total probability =  0.0848462894086
    smallest total probability =  0.000371687990286
    expected number of precincts audited = 6.9029622677
    expected workload =  1208.58166119 votes counted.
    max difference from negexp =  0.00183121409036