Audit Selection Report for STATE SENATE - DISTRICT 16

Proportion of the total number of votes for this contest that were cast within this county: 30.0%

See additional statistical information below...

The audit units are reported for selection in priority order, based on the threshholds below, and the "Sum of Square Roots" pseudorandom number generator using the random seed value 702758241994347 combined with the Batch sequence numbers.

Select the top 3 audit units.

Batch Seq Threshhold Random Priority Type Batches Ballots Contest Ballots Dan Gibbs Democratic Don Ytterberg Republican Over Under
Totals 11772 5319 4 1942
000149 0.018741 0.003267 5.736434 AB p174_mb_152 None 111 65 35 0 11
000172 0.008655 0.004576 1.891237 AB p199_mb_177 None 51 32 15 0 4
000113 0.045302 0.024408 1.856020 ED p138_ed_117 None 272 166 79 0 27
000013 0.007471 0.006129 1.218932 AB p098_mb_015 None 44 25 13 0 6
000058 0.010680 0.009047 1.180485 AB p073_mb_061 None 63 46 13 0 4
000158 0.019076 0.027326 0.698073 AB p200_mb_162 None 113 76 29 0 8
000217 0.034172 0.057791 0.591315 AB p227_mb_222 None 204 123 54 1 26
000284 0.012365 0.031714 0.389891 AB p313_mb_290 None 73 58 8 0 7
000161 0.015558 0.044207 0.351940 AB p224_mb_165 None 92 53 28 0 11
000162 0.018407 0.053419 0.344573 AB p225_mb_166 None 109 79 23 0 7
000302 0.010512 0.032235 0.326098 AB p360_mb_308 None 62 39 21 0 2
000001 0.009499 0.029464 0.322404 AB p058_mb_002 None 56 40 7 0 9
000317 0.007810 0.027060 0.288608 AB p365_mb_323 None 46 27 11 0 8
000061 0.007471 0.025929 0.288151 EV p016_mb_053 None 44 30 8 0 6
000101 0.012197 0.047743 0.255469 EV p149_ev_104 None 72 58 7 0 7
000011 0.010343 0.043257 0.239107 AB p096_mb_013 None 61 38 16 0 7
000111 0.013038 0.061536 0.211881 AB p148_mb_113 None 77 45 28 0 4
000270 0.009837 0.046951 0.209515 AB p286_mb_276 None 58 32 19 0 7
000182 0.035324 0.190495 0.185434 ED p212_ed_185 None 211 123 61 0 27
000287 0.009499 0.051838 0.183248 ED p316_ed_293 None 56 41 7 0 8
000035 0.009837 0.057732 0.170388 AB p046_mb_037 None 58 34 20 0 4
000298 0.008993 0.053505 0.168072 AB p330_mb_304 None 53 41 11 0 1
000062 0.005778 0.035140 0.164435 EV p099_ev_065 None 34 28 4 0 2
000176 0.010849 0.068294 0.158856 AB p205_mb_181 None 64 46 15 0 3
000077 0.002553 0.017194 0.148506 AB p109_mb_080 None 15 12 2 0 1
000076 0.007302 0.050016 0.145998 AB p108_ev_079 None 43 27 14 0 2
000253 0.013206 0.098767 0.133713 AB p308_mb_259 None 78 38 23 0 17
000202 0.008317 0.062966 0.132085 AB p216_mb_206 None 49 25 17 0 7
000193 0.028559 0.219598 0.130052 ED p232_ed_198 None 170 104 47 0 19
000296 0.012197 0.100043 0.121915 AB p328_mb_302 None 72 40 25 0 7
000165 0.017402 0.145763 0.119388 ED p191_ed_169 None 103 32 51 0 20
000267 0.013543 0.122233 0.110795 AB p283_mb_273 None 80 52 20 0 8
000037 0.009499 0.089783 0.105803 AB p048_mb_039 None 56 28 20 0 8
000005 0.012197 0.120455 0.101256 AB p088_mb_006 None 72 51 11 0 10
000130 0.025574 0.275306 0.092894 ED p154_ed_132 None 152 66 70 0 16
000285 0.011692 0.137082 0.085289 AB p314_mb_291 None 69 52 9 0 8
000082 0.014047 0.172216 0.081566 AB p125_mb_084 None 83 56 22 0 5
000177 0.002893 0.035472 0.081565 AB p215_mb_182 None 17 7 6 0 4
000327 0.010006 0.124721 0.080224 AB p362_mb_333 None 59 39 17 0 3
000316 0.013206 0.165528 0.079784 AB p353_mb_322 None 78 42 25 0 11
000315 0.013375 0.169221 0.079036 AB p354_mb_321 None 79 47 28 0 4
000052 0.009162 0.126224 0.072582 AB p062_mb_055 None 54 30 21 0 3
000297 0.008317 0.117556 0.070748 AB p329_mb_303 None 49 32 14 0 3
000065 0.008655 0.127484 0.067890 EV p067_ev_068 None 51 34 10 0 7
000227 0.010174 0.155452 0.065450 AB p266_mb_232 None 60 39 17 0 4
000239 0.007302 0.111660 0.065397 AB p299_mb_244 None 43 17 19 0 7
000168 0.057749 0.908553 0.063562 ED p196_ed_173 None 349 182 131 0 36
000212 0.013711 0.219129 0.062570 AB p258_mb_216 None 81 54 19 0 8
000003 0.009499 0.151958 0.062513 AB p034_ev_003 None 56 28 17 0 11
000183 0.030709 0.499646 0.061462 ED p238_ed_188 None 183 81 77 0 25
000126 0.039590 0.646314 0.061254 ED p140_ed_127 None 237 153 61 0 23
000105 0.008486 0.138734 0.061166 AB p169_mb_108 None 50 25 18 0 7
000044 0.010006 0.168918 0.059234 AB p086_mb_047 None 59 35 18 0 6
000185 0.047415 0.811369 0.058438 ED p240_ed_190 None 285 198 56 0 31
000054 0.010680 0.183764 0.058120 AB p070_mb_057 None 63 37 19 0 7
000093 0.011692 0.201320 0.058075 AB p064_mb_096 None 69 36 26 0 7
000154 0.011692 0.202043 0.057867 AB p136_mb_158 None 69 48 16 0 5
000268 0.013375 0.234266 0.057092 AB p284_mb_274 None 79 46 27 1 5
000157 0.019243 0.344686 0.055827 AB p139_mb_161 None 114 68 34 0 12
000312 0.010512 0.188398 0.055795 AB p355_mb_318 None 62 27 24 0 11
000139 0.043673 0.785947 0.055568 ED p184_ed_143 None 262 131 100 0 31
000269 0.011523 0.208188 0.055349 AB p285_mb_275 None 68 42 17 0 9
000208 0.012028 0.224622 0.053550 AB p247_mb_212 None 71 39 23 0 9
000292 0.010006 0.188559 0.053064 AB p325_mb_298 None 59 43 13 0 3
000141 0.011018 0.210194 0.052416 AB p188_mb_145 None 65 37 14 0 14
000050 0.012533 0.247434 0.050654 AB p038_mb_052 None 74 54 17 0 3
000246 0.008486 0.169589 0.050038 AB p295_mb_250 None 50 23 21 0 6
000278 0.010512 0.213471 0.049242 AB p336_mb_284 None 62 41 12 0 9
000155 0.021080 0.436894 0.048249 AB p177_mb_159 None 125 68 42 0 15
000281 0.004931 0.102395 0.048153 EV p292_ev_282 None 29 14 12 0 3
000325 0.009162 0.192354 0.047629 AB p346_mb_331 None 54 29 14 0 11
000290 0.009668 0.208914 0.046278 AB p323_mb_296 None 57 29 14 0 14
000146 0.038279 0.843876 0.045361 ED p204_ed_149 None 229 111 95 0 23
000032 0.009499 0.215026 0.044177 AB p043_mb_034 None 56 47 6 0 3
000275 0.013206 0.309690 0.042644 EV p297_mb_246 None 78 43 22 0 13
000128 0.020078 0.477745 0.042027 AB p151_mb_129 None 119 67 37 0 15
000089 0.010006 0.239103 0.041847 AB p040_mb_092 None 59 32 20 1 6
000004 0.011692 0.279562 0.041821 AB p065_mb_005 None 69 46 15 0 8
000144 0.007641 0.187196 0.040816 ED p203_ed_148 None 45 20 20 0 5
000180 0.010343 0.256286 0.040357 AB p214_mb_183 None 61 29 24 0 8
000353 0.002723 0.068036 0.040028 ED j279_ed_023 None 16 5 8 0 3
000010 0.011523 0.291832 0.039485 AB p095_mb_012 None 68 41 18 0 9
000179 0.022913 0.627326 0.036526 ED p213_ed_184 None 136 107 18 0 11
000150 0.009668 0.265712 0.036386 AB p172_mb_154 None 57 36 16 0 5
000166 0.019076 0.543315 0.035110 ED p180_ed_170 None 113 60 44 0 9
000103 0.005948 0.170237 0.034938 AB p162_mb_103 None 35 16 17 0 2
000247 0.004252 0.125145 0.033976 AB p289_mb_252 None 25 14 8 0 3
000041 0.006456 0.191916 0.033639 EV p051_ev_042 None 38 21 14 0 3
000080 0.007979 0.238008 0.033523 AB p124_mb_083 None 47 27 16 0 4
000036 0.008317 0.249835 0.033289 AB p047_mb_038 None 49 35 13 0 1
000222 0.007810 0.235613 0.033146 AB p264_mb_227 None 46 34 9 0 3
000414 0.003063 0.093080 0.032910 ED j268_ed_087 None 18 12 3 0 3
000009 0.011523 0.350912 0.032838 AB p094_mb_011 None 68 49 13 0 6
000300 0.021247 0.654246 0.032475 AB p331_mb_306 None 126 83 29 0 14
000335 0.012028 0.370993 0.032422 EV j260_ev_101 None 71 62 2 0 7
000110 0.010006 0.310111 0.032265 EV p165_ev_106 None 59 34 23 0 2
000235 0.012702 0.401724 0.031618 AB p271_mb_240 None 75 55 14 0 6
000303 0.014383 0.465219 0.030917 AB p359_mb_309 None 85 51 31 0 3
000109 0.011355 0.369190 0.030755 AB p119_mb_112 None 67 42 18 0 7
000159 0.016397 0.535253 0.030634 AB p222_mb_163 None 97 64 23 0 10
000346 0.004252 0.138858 0.030621 ED j272_ed_015 None 25 18 6 0 1
000205 0.014215 0.464447 0.030606 EV p190_ev_203 None 84 56 17 0 11
000156 0.014719 0.482789 0.030487 AB p144_mb_160 None 87 55 25 0 7
000042 0.014047 0.462045 0.030402 AB p082_mb_043 None 83 47 24 0 12
000051 0.008824 0.292429 0.030174 AB p060_mb_054 None 52 34 16 0 2
000170 0.021413 0.721237 0.029690 ED p193_ed_175 None 127 73 27 0 27
000322 0.005948 0.204882 0.029030 AB p343_mb_328 None 35 16 13 0 6
000057 0.009330 0.326407 0.028585 AB p072_mb_060 None 55 32 20 0 3
000104 0.008486 0.297840 0.028491 AB p163_mb_107 None 50 31 13 0 6
000336 0.015894 0.563096 0.028226 EV j262_ev_102 None 94 63 21 0 10
000225 0.006286 0.223085 0.028180 AB p268_mb_230 None 37 28 8 0 1
000258 0.009837 0.353039 0.027863 AB p302_mb_264 None 58 41 11 0 6
000272 0.009162 0.330290 0.027738 AB p293_mb_278 None 54 30 17 0 7
000048 0.013711 0.498529 0.027503 AB p037_mb_051 None 81 64 14 0 3
000124 0.015055 0.549879 0.027378 AB p110_mb_128 None 89 61 23 0 5
000260 0.005270 0.198535 0.026543 AB p304_mb_266 None 31 12 17 0 2
000031 0.012028 0.455040 0.026434 AB p055_mb_029 None 71 51 16 0 4
000028 0.011860 0.459467 0.025813 EV p009_ev_030 None 70 58 7 0 5
000280 0.014887 0.582000 0.025579 AB p338_mb_286 None 88 44 30 0 14
000120 0.009837 0.385586 0.025512 AB p116_mb_124 None 58 33 19 0 6
000251 0.016229 0.636421 0.025501 AB p462_mb_256 None 96 44 30 0 22
000034 0.012365 0.498673 0.024796 AB p045_mb_036 None 73 43 24 0 6
000301 0.008486 0.342725 0.024760 AB p333_mb_307 None 50 33 14 0 3
000055 0.010343 0.418615 0.024708 AB p033_mb_058 None 61 39 15 0 7
000173 0.011186 0.454557 0.024609 AB p228_mb_178 None 66 36 20 0 10
000151 0.007471 0.310707 0.024046 AB p171_mb_155 None 44 31 10 0 3
000288 0.020746 0.864592 0.023995 ED p321_ed_294 None 123 54 52 0 17
000064 0.013375 0.582289 0.022969 EV p112_ev_067 None 79 55 15 0 9
000213 0.007979 0.350121 0.022788 AB p256_mb_218 None 47 33 7 0 7
000286 0.003233 0.143221 0.022574 ED p318_ed_281 None 19 8 4 0 7
000200 0.015390 0.684977 0.022469 AB p221_mb_204 None 91 58 23 0 10
000310 0.013543 0.605093 0.022381 AB p367_mb_316 None 80 57 13 0 10
000024 0.011860 0.531600 0.022310 EV p052_ev_026 None 70 52 14 0 4
000029 0.013375 0.599575 0.022307 EV p039_ev_031 None 79 56 15 0 8
000131 0.010512 0.473318 0.022209 AB p156_mb_134 None 62 36 21 0 5
000123 0.012028 0.567461 0.021197 AB p147_mb_126 None 71 43 18 0 10
000249 0.006964 0.328980 0.021168 AB p249_mb_254 None 41 21 13 0 7
000008 0.018407 0.880630 0.020902 AB p092_mb_010 None 109 69 31 0 9
000122 0.018908 0.909900 0.020781 ED p133_ed_123 None 112 77 23 0 12
000265 0.009668 0.471476 0.020506 AB p281_mb_271 None 57 23 25 0 9
000033 0.011355 0.556787 0.020393 AB p044_mb_035 None 67 42 18 0 7
000049 0.019911 0.984988 0.020215 EV p084_mb_045 None 118 85 24 0 9
000289 0.011692 0.583095 0.020051 AB p315_mb_292 None 69 48 17 0 4
000305 0.008655 0.433716 0.019955 AB p357_mb_311 None 51 33 14 0 4
000118 0.011018 0.552485 0.019942 ED p134_ed_122 None 65 34 24 0 7
000083 0.009499 0.481368 0.019734 AB p056_mb_086 None 56 32 22 0 2
000020 0.007133 0.367308 0.019420 AB p078_mb_022 None 42 32 7 0 3
000309 0.012702 0.664173 0.019124 AB p369_mb_312 None 75 45 19 0 11
000232 0.010680 0.559018 0.019106 AB p274_mb_237 None 63 45 12 0 6
000171 0.008148 0.427688 0.019051 AB p208_mb_168 None 48 36 9 0 3
000293 0.010343 0.545312 0.018967 AB p326_mb_299 None 61 40 14 0 7
000204 0.011692 0.623554 0.018750 AB p250_mb_209 None 69 45 13 0 11
000215 0.003743 0.199952 0.018718 AB p251_mb_219 None 22 14 7 0 1
000257 0.012533 0.670399 0.018696 AB p301_mb_263 None 74 32 30 0 12
000038 0.011018 0.591411 0.018629 AB p049_mb_040 None 65 41 19 0 5
000210 0.011692 0.635824 0.018388 AB p248_mb_215 None 69 49 15 0 5
000228 0.014719 0.803459 0.018320 AB p267_mb_233 None 87 58 23 0 6
000295 0.018239 0.999703 0.018245 AB p249_mb_301 None 108 65 34 0 9
000352 0.007979 0.439485 0.018155 ED j278_ed_022 None 47 24 16 0 7
000145 0.011523 0.642488 0.017935 AB p189_mb_146 None 68 45 15 0 8
000087 0.012533 0.707846 0.017706 EV p150_ev_090 None 74 55 12 0 7
000060 0.015055 0.854543 0.017617 AB p025_mb_063 None 89 68 15 0 6
000330 0.010006 0.570288 0.017545 EV p370_ev_314 None 59 43 7 0 9
000056 0.008148 0.464511 0.017541 AB p071_mb_059 None 48 35 11 0 2
000324 0.014551 0.844861 0.017223 AB p345_mb_330 None 86 50 26 0 10
000107 0.007810 0.461162 0.016935 AB p168_mb_110 None 46 19 21 0 6
000250 0.010006 0.591425 0.016918 AB p461_mb_255 None 59 44 10 0 5
000006 0.007641 0.456282 0.016745 AB p089_mb_007 None 45 31 12 0 2
000209 0.011523 0.694904 0.016582 AB p237_mb_214 None 68 32 28 0 8
000026 0.010343 0.628036 0.016469 AB p054_ev_028 None 61 40 16 0 5
000140 0.010680 0.648979 0.016457 AB p167_mb_139 None 63 41 21 0 1
000276 0.006456 0.394008 0.016385 AB p320_mb_280 None 38 19 13 0 6
000063 0.014215 0.886027 0.016044 EV p111_ev_066 None 84 72 8 0 4
000046 0.013206 0.825597 0.015996 AB p035_mb_049 None 78 52 25 0 1
000117 0.011692 0.732077 0.015970 ED p135_ed_121 None 69 24 32 0 13
000016 0.013543 0.852267 0.015890 AB p066_mb_018 None 80 58 16 0 6
000079 0.009668 0.609047 0.015874 AB p123_mb_082 None 57 38 13 0 6
000254 0.008317 0.527756 0.015759 AB p309_mb_260 None 49 28 16 0 5
000019 0.006117 0.394928 0.015489 AB p077_mb_021 None 36 23 10 0 3
000040 0.009668 0.630700 0.015329 AB p050_mb_041 None 57 37 15 0 5
000218 0.013206 0.878199 0.015038 AB p261_mb_223 None 78 53 21 0 4
000099 0.008486 0.565134 0.015016 AB p132_mb_102 None 50 35 12 0 3
000242 0.012028 0.806037 0.014923 AB p254_mb_247 None 71 31 26 0 14
000329 0.013543 0.912836 0.014836 AB p371_mb_335 None 80 53 20 0 7
000311 0.005270 0.356518 0.014781 AB p368_mb_317 None 31 22 8 0 1
000047 0.011523 0.781153 0.014751 AB p036_mb_050 None 68 50 10 0 8
000282 0.007471 0.516208 0.014474 AB p464_mb_287 None 44 30 12 0 2
000119 0.005948 0.413207 0.014394 AB p146_mb_116 None 35 16 14 0 5
000018 0.007641 0.534207 0.014303 AB p076_mb_020 None 45 29 15 0 1
000243 0.011355 0.795192 0.014279 AB p252_mb_248 None 67 37 17 0 13
000152 0.002043 0.144502 0.014140 EV p173_ev_153 None 12 9 3 0 0
000175 0.013879 0.983977 0.014105 AB p230_mb_180 None 82 72 9 0 1
000067 0.010849 0.778241 0.013940 EV p101_ev_070 None 64 54 6 0 4
000148 0.007133 0.516807 0.013802 EV p153_ev_131 None 42 28 12 0 2
000415 0.004591 0.332757 0.013798 ED j274_ed_088 None 27 12 13 0 2
000231 0.011018 0.799032 0.013789 AB p273_mb_236 None 65 33 24 1 7
000261 0.005100 0.369921 0.013787 AB p305_mb_267 None 30 19 4 0 7
000100 0.004931 0.359264 0.013724 EV p129_ev_099 None 29 22 6 0 1
000307 0.010343 0.756144 0.013679 EV p255_ev_313 None 61 47 11 0 3
000174 0.010512 0.780197 0.013473 AB p229_mb_179 None 62 39 19 0 4
000241 0.007133 0.535908 0.013310 AB p300_mb_245 None 42 25 13 0 4
000334 0.010680 0.811934 0.013154 EV j259_ev_100 None 63 43 13 0 7
000283 0.010849 0.825360 0.013145 AB p311_mb_289 None 64 41 16 0 7
000163 0.011692 0.904305 0.012929 AB p226_mb_167 None 69 41 21 0 7
000223 0.011523 0.893175 0.012901 AB p242_mb_228 None 68 57 8 0 3
000084 0.008824 0.687722 0.012830 AB p118_mb_087 None 52 37 11 0 4
000070 0.008993 0.702959 0.012793 EV p104_ev_073 None 53 34 13 0 6
000121 0.006794 0.532542 0.012759 AB p145_mb_125 None 40 21 12 0 7
000074 0.009668 0.761919 0.012689 AB p059_mb_064 None 57 34 20 0 3
000262 0.004761 0.379132 0.012558 ED p288_ed_251 None 28 13 11 0 4
000069 0.010849 0.864196 0.012554 EV p103_ev_072 None 64 43 15 0 6
000321 0.010343 0.827524 0.012499 AB p342_mb_327 None 61 32 18 0 11
000234 0.010512 0.842665 0.012474 AB p278_mb_239 None 62 39 20 0 3
000416 0.004082 0.329064 0.012406 ED j277_ed_089 None 24 12 7 0 5
000096 0.009330 0.756051 0.012341 AB p128_mb_098 None 55 38 12 0 5
000045 0.007641 0.624209 0.012240 AB p015_mb_048 None 45 32 11 0 2
000320 0.008317 0.680569 0.012220 AB p341_mb_326 None 49 25 16 0 8
000098 0.008655 0.709513 0.012198 AB p161_mb_101 None 51 37 10 0 4
000059 0.006286 0.516975 0.012160 AB p074_mb_062 None 37 26 11 0 0
000259 0.010343 0.860967 0.012013 AB p303_mb_265 None 61 31 23 0 7
000075 0.011523 0.965698 0.011932 AB p107_ev_078 None 68 46 19 0 3
000030 0.003063 0.257027 0.011918 EV p041_ev_032 None 18 16 2 0 0
000323 0.010174 0.862444 0.011797 AB p344_mb_329 None 60 33 19 0 8
000090 0.010174 0.864922 0.011763 AB p115_mb_093 None 60 40 16 0 4
000102 0.008655 0.737253 0.011739 EV p164_ev_105 None 51 45 3 0 3
000279 0.011186 0.953039 0.011737 AB p337_mb_285 None 66 37 18 0 11
000221 0.010006 0.858255 0.011658 AB p270_mb_226 None 59 40 15 0 4
000195 0.007810 0.673990 0.011587 AB p182_mb_187 None 46 28 16 0 2
000091 0.004591 0.399583 0.011490 EV p087_ev_091 None 27 16 6 0 5
000220 0.008148 0.711300 0.011455 AB p269_mb_225 None 48 37 9 0 2
000068 0.010174 0.890274 0.011428 EV p102_ev_071 None 60 47 8 0 5
000354 0.005609 0.497025 0.011285 ED j280_ed_024 None 33 11 17 0 5
000160 0.009837 0.872822 0.011270 AB p223_mb_164 None 58 41 14 0 3
000271 0.008486 0.753401 0.011263 AB p287_mb_277 None 50 28 16 0 6
000274 0.001192 0.105911 0.011258 ED p307_ed_269 None 7 5 2 0 0
000092 0.009499 0.844567 0.011248 AB p114_mb_094 None 56 37 14 0 5
000021 0.005778 0.514263 0.011236 AB p079_mb_023 None 34 17 16 0 1
000007 0.004931 0.442883 0.011133 AB p090_mb_008 None 29 14 13 0 2
000230 0.006625 0.601019 0.011023 AB p272_mb_235 None 39 24 11 0 4
000017 0.007810 0.713799 0.010941 AB p068_mb_019 None 46 28 16 0 2
000094 0.005100 0.471245 0.010823 AB p127_mb_097 None 30 16 13 0 1
000078 0.009330 0.869479 0.010731 AB p075_mb_081 None 55 36 15 0 4
000238 0.010006 0.935403 0.010697 AB p280_mb_242 None 59 31 23 0 5
000053 0.007979 0.754775 0.010571 AB p063_mb_056 None 47 32 11 0 4
000012 0.009162 0.875137 0.010469 AB p097_mb_014 None 54 43 8 0 3
000226 0.010174 0.972028 0.010467 AB p262_mb_231 None 60 46 9 0 5
000255 0.007979 0.762607 0.010462 AB p310_mb_261 None 47 29 11 0 7
000318 0.008655 0.847468 0.010213 AB p364_mb_324 None 51 31 13 0 7
000264 0.009330 0.926281 0.010073 AB p276_mb_270 None 55 36 13 0 6
000039 0.007641 0.767668 0.009953 EV p042_ev_033 None 45 31 10 0 4
000314 0.008993 0.929544 0.009674 AB p366_mb_320 None 53 35 12 0 6
000219 0.007133 0.738920 0.009653 AB p265_mb_224 None 42 31 8 0 3
000236 0.005609 0.593827 0.009445 AB p279_mb_241 None 33 18 12 0 3
000341 0.004761 0.505177 0.009424 ED j252_ed_010 None 28 18 8 0 2
000328 0.007133 0.772728 0.009231 AB p363_mb_334 None 42 24 15 0 3
000412 0.003233 0.351935 0.009187 ED j256_ed_084 None 19 4 13 0 2
000304 0.005439 0.592823 0.009175 AB p358_mb_310 None 32 18 7 0 7
000248 0.007641 0.842521 0.009069 AB p290_mb_253 None 45 27 13 0 5
000066 0.004761 0.525036 0.009068 EV p100_ev_069 None 28 19 9 0 0
000237 0.003912 0.433775 0.009020 EV p243_ev_220 None 23 13 4 0 6
000025 0.007810 0.879093 0.008884 AB p080_mb_024 None 46 37 7 0 2
000153 0.006794 0.773054 0.008789 AB p210_mb_156 None 40 31 8 0 1
000043 0.003912 0.451200 0.008671 AB p085_mb_046 None 23 16 7 0 0
000256 0.006964 0.808503 0.008613 AB p272_mb_262 None 41 20 19 0 2
000181 0.006456 0.776682 0.008312 AB p211_mb_186 None 38 21 12 0 5
000147 0.006625 0.799431 0.008287 AB p206_mb_150 None 39 19 13 0 7
000211 0.003063 0.387249 0.007910 EV p246_ev_211 None 18 11 3 0 4
000351 0.004761 0.605689 0.007860 ED j276_ed_021 None 28 18 9 0 1
000073 0.003403 0.436279 0.007800 EV p081_ev_076 None 20 13 3 0 4
000344 0.003743 0.482179 0.007762 ED j254_ed_013 None 22 14 8 0 0
000023 0.004252 0.549183 0.007742 EV p007_mb_025 None 25 15 9 0 1
000240 0.007471 0.974692 0.007665 EV p298_ev_243 None 44 24 16 0 4
000299 0.006964 0.909126 0.007660 AB p332_mb_305 None 41 34 5 0 2
000022 0.006625 0.891621 0.007430 EV p006_mb_017 None 39 27 7 0 5
000326 0.006964 0.941297 0.007398 AB p361_mb_332 None 41 30 9 0 2
000229 0.006794 0.943567 0.007201 AB p219_mb_234 None 40 18 18 0 4
000125 0.006456 0.897371 0.007194 EV p166_ev_114 None 38 14 17 0 7
000071 0.002893 0.409409 0.007067 EV p105_ev_074 None 17 12 5 0 0
000015 0.005948 0.855960 0.006949 AB p057_mb_016 None 35 27 6 0 2
000027 0.005609 0.811460 0.006912 EV p053_ev_027 None 33 26 5 0 2
000266 0.005778 0.869028 0.006649 AB p282_mb_272 None 34 28 5 0 1
000331 0.005100 0.768301 0.006638 AB p372_mb_336 None 30 20 8 0 2
000108 0.005948 0.898908 0.006617 AB p141_mb_111 None 35 10 15 0 10
000313 0.002043 0.319390 0.006397 AB p356_mb_319 None 12 6 6 0 0
000086 0.005100 0.799229 0.006381 EV p120_ev_089 None 30 15 10 0 5
000273 0.004931 0.780271 0.006319 AB p319_mb_279 None 29 12 13 0 4
000134 0.003233 0.516951 0.006254 AB p160_mb_138 None 19 12 7 0 0
000252 0.002893 0.470216 0.006153 AB p463_mb_257 None 17 7 7 0 3
000411 0.003063 0.520054 0.005890 ED j248_ed_083 None 18 10 6 0 2
000188 0.003063 0.538879 0.005684 ED p192_ed_193 None 18 6 9 0 3
000095 0.003573 0.655711 0.005449 EV p131_mb_095 None 21 13 8 0 0
000224 0.004761 0.875592 0.005437 AB p263_mb_229 None 28 11 13 0 4
000106 0.002553 0.474561 0.005380 AB p113_mb_109 None 15 9 5 0 1
000244 0.002723 0.512910 0.005310 AB p291_mb_249 None 16 7 5 0 4
000306 0.004082 0.769543 0.005305 EV p296_ev_288 None 24 20 2 0 2
000216 0.001022 0.196259 0.005208 AB p253_mb_221 None 6 3 3 0 0
000319 0.003573 0.708189 0.005045 AB p352_mb_325 None 21 7 11 0 3
000291 0.003743 0.743575 0.005033 AB p324_mb_297 None 22 14 5 0 3
000294 0.004082 0.815237 0.005007 AB p327_mb_300 None 24 16 4 0 4
000014 0.003063 0.616283 0.004971 EV p034_ev_003 None 18 15 3 0 0
000097 0.003743 0.773564 0.004838 AB p130_mb_100 None 22 13 8 0 1
000129 0.002893 0.617854 0.004683 AB p157_mb_133 None 17 13 3 0 1
000206 0.003743 0.800274 0.004677 AB p245_ev_210 None 22 18 0 0 4
000198 0.003403 0.727792 0.004676 AB p236_ev_202 None 20 10 9 0 1
000088 0.002383 0.520600 0.004578 AB p117_mb_088 None 14 9 4 0 1
000349 0.001363 0.298249 0.004569 ED j468_ed_018 None 8 4 2 0 2
000197 0.003403 0.791842 0.004298 EV p236_ev_202 None 20 12 4 0 4
000350 0.002383 0.560694 0.004251 ED j275_ed_020 None 14 7 7 0 0
000413 0.002043 0.482927 0.004231 ED j378_ed_086 None 12 7 5 0 0
000112 0.003743 0.893416 0.004189 AB p143_mb_115 None 22 17 5 0 0
000233 0.003743 0.900779 0.004155 AB p275_mb_238 None 22 15 6 0 1
000203 0.002043 0.495950 0.004120 AB p244_ev_208 None 12 6 5 0 1
000081 0.003063 0.758403 0.004039 EV p121_ev_077 None 18 11 3 0 4
000133 0.002213 0.575065 0.003849 AB p207_mb_136 None 13 4 8 0 1
000277 0.001363 0.361186 0.003773 AB p335_mb_283 None 8 1 6 0 1
000333 0.003233 0.870048 0.003716 EV j258_ev_099 None 19 10 5 0 4
000263 0.000852 0.230019 0.003703 AB p306_mb_268 None 5 2 0 0 3
000347 0.000341 0.094414 0.003610 ED j271_ed_016 None 2 2 0 0 0
000214 0.003063 0.960275 0.003190 EV p257_ev_217 None 18 11 2 0 5
000196 0.002213 0.774330 0.002858 EV p209_ev_157 None 13 11 2 0 0
000522 0.002723 0.968336 0.002812 EV j261_ev_103 None 16 10 3 0 3
000002 0.001873 0.718974 0.002605 EV p005_EV_001 None 11 5 4 0 2
000339 0.000170 0.080929 0.002106 ED j249_ed_008 None 1 1 0 0 0
000345 0.001703 0.937470 0.001817 ED j270_ed_014 None 10 7 2 0 1
000085 0.001363 0.793090 0.001718 EV p122_ev_085 None 8 4 2 0 2
000348 0.001363 0.811790 0.001679 ED j273_ed_017 None 8 3 4 0 1
000072 0.001533 0.986298 0.001554 EV p106_ev_075 None 9 3 6 0 0
000201 0.000511 0.373456 0.001369 ED p194_ed_205 None 3 2 1 0 0
000115 0.001192 0.874239 0.001364 ED p137_ed_119 None 7 4 3 0 0
000337 0.000511 0.403044 0.001268 ED j255_ed_006 None 3 2 1 0 0
000340 0.000852 0.943961 0.000902 ED j250_ed_009 None 5 1 4 0 0
000343 0.000682 0.764461 0.000892 ED j269_ed_012 None 4 3 1 0 0
000342 0.000341 0.775306 0.000440 ED j252_ed_011 None 2 0 2 0 0
000338 0.000341 0.904671 0.000377 ED j257_ed_007 None 2 0 2 0 0
000332 0.000170 0.528287 0.000323 ED p334_ed_315 None 1 0 1 0 0
000169 0.000170 0.882475 0.000193 ED p197_ed_174 None 1 1 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: STATE SENATE - DISTRICT 16

Number of precincts: 336
Total number of votes cast:  19037
Average number of votes/precinct: 56.6577380952
Median number of votes/precinct: 53
Maximum number of votes/precinct: 349
Minimum number of votes/precinct: 1
Ratio of max/min: 349.0
margin =  17.09 percent, 3253.4233 votes
s =  0.2  (maximum within-precinct-miscount)
alpha =  0.25  (confidence is 1 - alpha:  0.75 )

Rule of Thumb says:
    3.24469130748 precincts.
    expected workload =  339.946428571 votes counted.

APR says:
    b = 143.556 precincts needed to hold corruption
    u =  3 precincts to audit
    expected workload =  169.973214286 votes
    confidence level to find one of b =  0.813369388769
    bmin = 74
    confidence level to find one of bmin =  0.527083359933

SAFE says:
    bmin = 74
    Number of precincts to audit = u = 6
    Confidence level achieved =  0.778064447969
    expected workload =  339.946428571

Negexp says:
    w = 2346.84883041
    largest probability =  0.0577494082544
    smallest probability =  0.00017042679038
    expected number of precincts audited =  3.2202081706
    expected workload =  286.137332638 votes counted

PPEBWR says:
    t =  3
    largest total probability =  0.0539960569723
    smallest total probability =  0.000157579577397
    expected number of precincts audited = 2.98596896136
    expected workload =  265.777643132 votes counted.
    max difference from negexp =  0.00375335128218