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 123456789012345 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
000110 0.010006 0.005445 1.837676 EV p165_ev_106 None 59 34 23 0 2
000261 0.005100 0.004683 1.089052 AB p305_mb_267 None 30 19 4 0 7
000124 0.015055 0.024438 0.616052 AB p110_mb_128 None 89 61 23 0 5
000109 0.011355 0.019402 0.585214 AB p119_mb_112 None 67 42 18 0 7
000089 0.010006 0.020239 0.494381 AB p040_mb_092 None 59 32 20 1 6
000049 0.019911 0.046210 0.430882 EV p084_mb_045 None 118 85 24 0 9
000101 0.012197 0.030935 0.394277 EV p149_ev_104 None 72 58 7 0 7
000126 0.039590 0.126916 0.311935 ED p140_ed_127 None 237 153 61 0 23
000131 0.010512 0.035825 0.293417 AB p156_mb_134 None 62 36 21 0 5
000321 0.010343 0.038282 0.270179 AB p342_mb_327 None 61 32 18 0 11
000289 0.011692 0.044055 0.265387 AB p315_mb_292 None 69 48 17 0 4
000042 0.014047 0.064966 0.216222 AB p082_mb_043 None 83 47 24 0 12
000096 0.009330 0.043354 0.215217 AB p128_mb_098 None 55 38 12 0 5
000296 0.012197 0.067170 0.181581 AB p328_mb_302 None 72 40 25 0 7
000099 0.008486 0.052834 0.160615 AB p132_mb_102 None 50 35 12 0 3
000145 0.011523 0.079973 0.144087 AB p189_mb_146 None 68 45 15 0 8
000322 0.005948 0.042794 0.138984 AB p343_mb_328 None 35 16 13 0 6
000063 0.014215 0.103210 0.137730 EV p111_ev_066 None 84 72 8 0 4
000242 0.012028 0.088782 0.135483 AB p254_mb_247 None 71 31 26 0 14
000217 0.034172 0.254976 0.134022 AB p227_mb_222 None 204 123 54 1 26
000284 0.012365 0.093249 0.132603 AB p313_mb_290 None 73 58 8 0 7
000314 0.008993 0.068641 0.131011 AB p366_mb_320 None 53 35 12 0 6
000118 0.011018 0.085513 0.128841 ED p134_ed_122 None 65 34 24 0 7
000195 0.007810 0.060853 0.128337 AB p182_mb_187 None 46 28 16 0 2
000084 0.008824 0.069433 0.127083 AB p118_mb_087 None 52 37 11 0 4
000221 0.010006 0.079830 0.125337 AB p270_mb_226 None 59 40 15 0 4
000022 0.006625 0.060525 0.109461 EV p006_mb_017 None 39 27 7 0 5
000185 0.047415 0.444207 0.106740 ED p240_ed_190 None 285 198 56 0 31
000113 0.045302 0.428152 0.105808 ED p138_ed_117 None 272 166 79 0 27
000021 0.005778 0.056014 0.103158 AB p079_mb_023 None 34 17 16 0 1
000249 0.006964 0.070026 0.099444 AB p249_mb_254 None 41 21 13 0 7
000054 0.010680 0.109863 0.097215 AB p070_mb_057 None 63 37 19 0 7
000161 0.015558 0.167594 0.092833 AB p224_mb_165 None 92 53 28 0 11
000222 0.007810 0.084342 0.092595 AB p264_mb_227 None 46 34 9 0 3
000181 0.006456 0.069742 0.092568 AB p211_mb_186 None 38 21 12 0 5
000299 0.006964 0.076650 0.090851 AB p332_mb_305 None 41 34 5 0 2
000288 0.020746 0.248382 0.083525 ED p321_ed_294 None 123 54 52 0 17
000149 0.018741 0.232937 0.080456 AB p174_mb_152 None 111 65 35 0 11
000146 0.038279 0.488952 0.078288 ED p204_ed_149 None 229 111 95 0 23
000122 0.018908 0.247252 0.076474 ED p133_ed_123 None 112 77 23 0 12
000098 0.008655 0.131432 0.065850 AB p161_mb_101 None 51 37 10 0 4
000329 0.013543 0.206824 0.065480 AB p371_mb_335 None 80 53 20 0 7
000168 0.057749 0.898812 0.064251 ED p196_ed_173 None 349 182 131 0 36
000166 0.019076 0.299914 0.063604 ED p180_ed_170 None 113 60 44 0 9
000254 0.008317 0.133679 0.062215 AB p309_mb_260 None 49 28 16 0 5
000182 0.035324 0.570810 0.061884 ED p212_ed_185 None 211 123 61 0 27
000193 0.028559 0.465386 0.061367 ED p232_ed_198 None 170 104 47 0 19
000354 0.005609 0.092132 0.060878 ED j280_ed_024 None 33 11 17 0 5
000336 0.015894 0.264425 0.060107 EV j262_ev_102 None 94 63 21 0 10
000029 0.013375 0.224555 0.059561 EV p039_ev_031 None 79 56 15 0 8
000162 0.018407 0.309500 0.059472 AB p225_mb_166 None 109 79 23 0 7
000038 0.011018 0.187878 0.058642 AB p049_mb_040 None 65 41 19 0 5
000298 0.008993 0.155248 0.057925 AB p330_mb_304 None 53 41 11 0 1
000130 0.025574 0.462721 0.055269 ED p154_ed_132 None 152 66 70 0 16
000297 0.008317 0.152508 0.054534 AB p329_mb_303 None 49 32 14 0 3
000139 0.043673 0.816741 0.053473 ED p184_ed_143 None 262 131 100 0 31
000280 0.014887 0.297559 0.050030 AB p338_mb_286 None 88 44 30 0 14
000349 0.001363 0.028479 0.047846 ED j468_ed_018 None 8 4 2 0 2
000238 0.010006 0.211694 0.047265 AB p280_mb_242 None 59 31 23 0 5
000062 0.005778 0.122773 0.047064 EV p099_ev_065 None 34 28 4 0 2
000259 0.010343 0.220378 0.046933 AB p303_mb_265 None 61 31 23 0 7
000044 0.010006 0.223410 0.044786 AB p086_mb_047 None 59 35 18 0 6
000046 0.013206 0.302225 0.043697 AB p035_mb_049 None 78 52 25 0 1
000159 0.016397 0.383288 0.042780 AB p222_mb_163 None 97 64 23 0 10
000074 0.009668 0.227363 0.042523 AB p059_mb_064 None 57 34 20 0 3
000266 0.005778 0.137003 0.042176 AB p282_mb_272 None 34 28 5 0 1
000066 0.004761 0.113187 0.042063 EV p100_ev_069 None 28 19 9 0 0
000093 0.011692 0.278659 0.041957 AB p064_mb_096 None 69 36 26 0 7
000285 0.011692 0.281296 0.041563 AB p314_mb_291 None 69 52 9 0 8
000163 0.011692 0.289937 0.040325 AB p226_mb_167 None 69 41 21 0 7
000006 0.007641 0.189911 0.040232 AB p089_mb_007 None 45 31 12 0 2
000154 0.011692 0.296590 0.039420 AB p136_mb_158 None 69 48 16 0 5
000330 0.010006 0.258263 0.038742 EV p370_ev_314 None 59 43 7 0 9
000108 0.005948 0.153714 0.038693 AB p141_mb_111 None 35 10 15 0 10
000320 0.008317 0.218884 0.037997 AB p341_mb_326 None 49 25 16 0 8
000087 0.012533 0.333323 0.037601 EV p150_ev_090 None 74 55 12 0 7
000048 0.013711 0.370920 0.036965 AB p037_mb_051 None 81 64 14 0 3
000243 0.011355 0.307613 0.036912 AB p252_mb_248 None 67 37 17 0 13
000317 0.007810 0.213428 0.036591 AB p365_mb_323 None 46 27 11 0 8
000082 0.014047 0.384083 0.036573 AB p125_mb_084 None 83 56 22 0 5
000014 0.003063 0.086373 0.035465 EV p034_ev_003 None 18 15 3 0 0
000323 0.010174 0.287087 0.035440 AB p344_mb_329 None 60 33 19 0 8
000223 0.011523 0.328635 0.035064 AB p242_mb_228 None 68 57 8 0 3
000293 0.010343 0.302475 0.034195 AB p326_mb_299 None 61 40 14 0 7
000272 0.009162 0.269910 0.033943 AB p293_mb_278 None 54 30 17 0 7
000017 0.007810 0.231160 0.033785 AB p068_mb_019 None 46 28 16 0 2
000262 0.004761 0.146590 0.032478 ED p288_ed_251 None 28 13 11 0 4
000059 0.006286 0.196561 0.031982 AB p074_mb_062 None 37 26 11 0 0
000183 0.030709 0.965646 0.031802 ED p238_ed_188 None 183 81 77 0 25
000315 0.013375 0.421789 0.031709 AB p354_mb_321 None 79 47 28 0 4
000220 0.008148 0.260432 0.031286 AB p269_mb_225 None 48 37 9 0 2
000013 0.007471 0.241425 0.030947 AB p098_mb_015 None 44 25 13 0 6
000179 0.022913 0.740962 0.030924 ED p213_ed_184 None 136 107 18 0 11
000522 0.002723 0.088196 0.030878 EV j261_ev_103 None 16 10 3 0 3
000316 0.013206 0.428897 0.030792 AB p353_mb_322 None 78 42 25 0 11
000134 0.003233 0.105244 0.030720 AB p160_mb_138 None 19 12 7 0 0
000155 0.021080 0.690245 0.030540 AB p177_mb_159 None 125 68 42 0 15
000016 0.013543 0.446628 0.030322 AB p066_mb_018 None 80 58 16 0 6
000011 0.010343 0.342827 0.030170 AB p096_mb_013 None 61 38 16 0 7
000020 0.007133 0.236616 0.030146 AB p078_mb_022 None 42 32 7 0 3
000205 0.014215 0.471755 0.030132 EV p190_ev_203 None 84 56 17 0 11
000213 0.007979 0.265241 0.030081 AB p256_mb_218 None 47 33 7 0 7
000036 0.008317 0.282156 0.029476 AB p047_mb_038 None 49 35 13 0 1
000080 0.007979 0.273743 0.029147 AB p124_mb_083 None 47 27 16 0 4
000097 0.003743 0.128692 0.029083 AB p130_mb_100 None 22 13 8 0 1
000300 0.021247 0.755475 0.028124 AB p331_mb_306 None 126 83 29 0 14
000121 0.006794 0.242741 0.027991 AB p145_mb_125 None 40 21 12 0 7
000117 0.011692 0.417887 0.027978 ED p135_ed_121 None 69 24 32 0 13
000214 0.003063 0.110189 0.027800 EV p257_ev_217 None 18 11 2 0 5
000303 0.014383 0.525760 0.027357 AB p359_mb_309 None 85 51 31 0 3
000229 0.006794 0.248371 0.027356 AB p219_mb_234 None 40 18 18 0 4
000005 0.012197 0.447939 0.027229 AB p088_mb_006 None 72 51 11 0 10
000267 0.013543 0.508336 0.026641 AB p283_mb_273 None 80 52 20 0 8
000287 0.009499 0.357139 0.026598 ED p316_ed_293 None 56 41 7 0 8
000158 0.019076 0.732422 0.026045 AB p200_mb_162 None 113 76 29 0 8
000246 0.008486 0.326041 0.026027 AB p295_mb_250 None 50 23 21 0 6
000050 0.012533 0.491853 0.025482 AB p038_mb_052 None 74 54 17 0 3
000174 0.010512 0.414090 0.025385 AB p229_mb_179 None 62 39 19 0 4
000047 0.011523 0.458785 0.025117 AB p036_mb_050 None 68 50 10 0 8
000111 0.013038 0.529554 0.024621 AB p148_mb_113 None 77 45 28 0 4
000123 0.012028 0.491546 0.024471 AB p147_mb_126 None 71 43 18 0 10
000253 0.013206 0.541457 0.024391 AB p308_mb_259 None 78 38 23 0 17
000275 0.013206 0.554706 0.023808 EV p297_mb_246 None 78 43 22 0 13
000306 0.004082 0.172179 0.023709 EV p296_ev_288 None 24 20 2 0 2
000128 0.020078 0.856648 0.023438 AB p151_mb_129 None 119 67 37 0 15
000120 0.009837 0.423342 0.023236 AB p116_mb_124 None 58 33 19 0 6
000037 0.009499 0.409815 0.023180 AB p048_mb_039 None 56 28 20 0 8
000302 0.010512 0.456491 0.023027 AB p360_mb_308 None 62 39 21 0 2
000170 0.021413 0.935147 0.022898 ED p193_ed_175 None 127 73 27 0 27
000180 0.010343 0.460470 0.022462 AB p214_mb_183 None 61 29 24 0 8
000067 0.010849 0.484519 0.022391 EV p101_ev_070 None 64 54 6 0 4
000060 0.015055 0.673511 0.022353 AB p025_mb_063 None 89 68 15 0 6
000165 0.017402 0.781540 0.022267 ED p191_ed_169 None 103 32 51 0 20
000230 0.006625 0.299811 0.022098 AB p272_mb_235 None 39 24 11 0 4
000251 0.016229 0.738502 0.021976 AB p462_mb_256 None 96 44 30 0 22
000075 0.011523 0.530890 0.021705 AB p107_ev_078 None 68 46 19 0 3
000157 0.019243 0.903133 0.021307 AB p139_mb_161 None 114 68 34 0 12
000228 0.014719 0.693737 0.021217 AB p267_mb_233 None 87 58 23 0 6
000055 0.010343 0.503519 0.020542 AB p033_mb_058 None 61 39 15 0 7
000295 0.018239 0.897942 0.020312 AB p249_mb_301 None 108 65 34 0 9
000305 0.008655 0.430208 0.020118 AB p357_mb_311 None 51 33 14 0 4
000172 0.008655 0.432821 0.019996 AB p199_mb_177 None 51 32 15 0 4
000058 0.010680 0.545696 0.019572 AB p073_mb_061 None 63 46 13 0 4
000250 0.010006 0.515669 0.019403 AB p461_mb_255 None 59 44 10 0 5
000248 0.007641 0.394736 0.019356 AB p290_mb_253 None 45 27 13 0 5
000279 0.011186 0.578051 0.019351 AB p337_mb_285 None 66 37 18 0 11
000175 0.013879 0.717617 0.019340 AB p230_mb_180 None 82 72 9 0 1
000200 0.015390 0.797023 0.019310 AB p221_mb_204 None 91 58 23 0 10
000008 0.018407 0.966987 0.019035 AB p092_mb_010 None 109 69 31 0 9
000144 0.007641 0.410137 0.018629 ED p203_ed_148 None 45 20 20 0 5
000236 0.005609 0.305972 0.018331 AB p279_mb_241 None 33 18 12 0 3
000282 0.007471 0.407900 0.018317 AB p464_mb_287 None 44 30 12 0 2
000344 0.003743 0.205679 0.018197 ED j254_ed_013 None 22 14 8 0 0
000212 0.013711 0.754360 0.018176 AB p258_mb_216 None 81 54 19 0 8
000268 0.013375 0.735902 0.018174 AB p284_mb_274 None 79 46 27 1 5
000324 0.014551 0.819979 0.017746 AB p345_mb_330 None 86 50 26 0 10
000028 0.011860 0.669921 0.017704 EV p009_ev_030 None 70 58 7 0 5
000327 0.010006 0.567272 0.017638 AB p362_mb_333 None 59 39 17 0 3
000206 0.003743 0.213727 0.017512 AB p245_ev_210 None 22 18 0 0 4
000003 0.009499 0.543492 0.017478 AB p034_ev_003 None 56 28 17 0 11
000033 0.011355 0.650041 0.017468 AB p044_mb_035 None 67 42 18 0 7
000079 0.009668 0.554235 0.017444 AB p123_mb_082 None 57 38 13 0 6
000258 0.009837 0.569512 0.017273 AB p302_mb_264 None 58 41 11 0 6
000257 0.012533 0.740222 0.016932 AB p301_mb_263 None 74 32 30 0 12
000310 0.013543 0.800986 0.016908 AB p367_mb_316 None 80 57 13 0 10
000227 0.010174 0.608819 0.016712 AB p266_mb_232 None 60 39 17 0 4
000202 0.008317 0.498038 0.016699 AB p216_mb_206 None 49 25 17 0 7
000156 0.014719 0.890713 0.016525 AB p144_mb_160 None 87 55 25 0 7
000412 0.003233 0.198302 0.016304 ED j256_ed_084 None 19 4 13 0 2
000311 0.005270 0.325095 0.016210 AB p368_mb_317 None 31 22 8 0 1
000307 0.010343 0.652751 0.015845 EV p255_ev_313 None 61 47 11 0 3
000265 0.009668 0.618629 0.015628 AB p281_mb_271 None 57 23 25 0 9
000235 0.012702 0.814096 0.015602 AB p271_mb_240 None 75 55 14 0 6
000309 0.012702 0.814944 0.015586 AB p369_mb_312 None 75 45 19 0 11
000335 0.012028 0.772549 0.015570 EV j260_ev_101 None 71 62 2 0 7
000053 0.007979 0.517641 0.015414 AB p063_mb_056 None 47 32 11 0 4
000255 0.007979 0.527335 0.015130 AB p310_mb_261 None 47 29 11 0 7
000346 0.004252 0.284493 0.014946 ED j272_ed_015 None 25 18 6 0 1
000141 0.011018 0.743640 0.014816 AB p188_mb_145 None 65 37 14 0 14
000086 0.005100 0.344861 0.014789 EV p120_ev_089 None 30 15 10 0 5
000312 0.010512 0.712813 0.014747 AB p355_mb_318 None 62 27 24 0 11
000065 0.008655 0.594813 0.014551 EV p067_ev_068 None 51 34 10 0 7
000004 0.011692 0.806101 0.014504 AB p065_mb_005 None 69 46 15 0 8
000271 0.008486 0.586978 0.014457 AB p287_mb_277 None 50 28 16 0 6
000064 0.013375 0.925999 0.014443 EV p112_ev_067 None 79 55 15 0 9
000218 0.013206 0.922602 0.014314 AB p261_mb_223 None 78 53 21 0 4
000068 0.010174 0.712085 0.014288 EV p102_ev_071 None 60 47 8 0 5
000150 0.009668 0.678580 0.014248 AB p172_mb_154 None 57 36 16 0 5
000031 0.012028 0.849098 0.014166 AB p055_mb_029 None 71 51 16 0 4
000024 0.011860 0.837711 0.014158 EV p052_ev_026 None 70 52 14 0 4
000090 0.010174 0.721946 0.014093 AB p115_mb_093 None 60 40 16 0 4
000204 0.011692 0.829917 0.014088 AB p250_mb_209 None 69 45 13 0 11
000278 0.010512 0.746212 0.014087 AB p336_mb_284 None 62 41 12 0 9
000010 0.011523 0.818718 0.014075 AB p095_mb_012 None 68 41 18 0 9
000269 0.011523 0.822855 0.014004 AB p285_mb_275 None 68 42 17 0 9
000023 0.004252 0.304819 0.013949 EV p007_mb_025 None 25 15 9 0 1
000210 0.011692 0.842534 0.013877 AB p248_mb_215 None 69 49 15 0 5
000091 0.004591 0.331247 0.013861 EV p087_ev_091 None 27 16 6 0 5
000009 0.011523 0.832676 0.013839 AB p094_mb_011 None 68 49 13 0 6
000043 0.003912 0.283797 0.013786 AB p085_mb_046 None 23 16 7 0 0
000069 0.010849 0.799039 0.013578 EV p103_ev_072 None 64 43 15 0 6
000015 0.005948 0.439521 0.013532 AB p057_mb_016 None 35 27 6 0 2
000283 0.010849 0.802735 0.013515 AB p311_mb_289 None 64 41 16 0 7
000034 0.012365 0.918517 0.013462 AB p045_mb_036 None 73 43 24 0 6
000209 0.011523 0.856492 0.013454 AB p237_mb_214 None 68 32 28 0 8
000105 0.008486 0.634666 0.013371 AB p169_mb_108 None 50 25 18 0 7
000325 0.009162 0.685274 0.013369 AB p346_mb_331 None 54 29 14 0 11
000102 0.008655 0.660949 0.013095 EV p164_ev_105 None 51 45 3 0 3
000057 0.009330 0.716406 0.013024 AB p072_mb_060 None 55 32 20 0 3
000290 0.009668 0.745762 0.012964 AB p323_mb_296 None 57 29 14 0 14
000078 0.009330 0.722395 0.012916 AB p075_mb_081 None 55 36 15 0 4
000040 0.009668 0.749023 0.012908 AB p050_mb_041 None 57 37 15 0 5
000148 0.007133 0.557647 0.012791 EV p153_ev_131 None 42 28 12 0 2
000270 0.009837 0.772236 0.012738 AB p286_mb_276 None 58 32 19 0 7
000052 0.009162 0.721217 0.012703 AB p062_mb_055 None 54 30 21 0 3
000219 0.007133 0.564594 0.012634 AB p265_mb_224 None 42 31 8 0 3
000231 0.011018 0.872914 0.012622 AB p273_mb_236 None 65 33 24 1 7
000012 0.009162 0.730544 0.012541 AB p097_mb_014 None 54 43 8 0 3
000035 0.009837 0.790280 0.012447 AB p046_mb_037 None 58 34 20 0 4
000051 0.008824 0.714686 0.012346 AB p060_mb_054 None 52 34 16 0 2
000241 0.007133 0.580729 0.012283 AB p300_mb_245 None 42 25 13 0 4
000083 0.009499 0.778919 0.012195 AB p056_mb_086 None 56 32 22 0 2
000208 0.012028 0.990803 0.012140 AB p247_mb_212 None 71 39 23 0 9
000039 0.007641 0.630014 0.012128 EV p042_ev_033 None 45 31 10 0 4
000176 0.010849 0.899721 0.012058 AB p205_mb_181 None 64 46 15 0 3
000070 0.008993 0.748420 0.012016 EV p104_ev_073 None 53 34 13 0 6
000334 0.010680 0.900786 0.011857 EV j259_ev_100 None 63 43 13 0 7
000041 0.006456 0.556913 0.011592 EV p051_ev_042 None 38 21 14 0 3
000056 0.008148 0.703986 0.011574 AB p071_mb_059 None 48 35 11 0 2
000292 0.010006 0.873475 0.011455 AB p325_mb_298 None 59 43 13 0 3
000160 0.009837 0.860238 0.011435 AB p223_mb_164 None 58 41 14 0 3
000140 0.010680 0.935750 0.011414 AB p167_mb_139 None 63 41 21 0 1
000352 0.007979 0.703485 0.011342 ED j278_ed_022 None 47 24 16 0 7
000173 0.011186 0.986675 0.011337 AB p228_mb_178 None 66 36 20 0 10
000019 0.006117 0.540778 0.011312 AB p077_mb_021 None 36 23 10 0 3
000001 0.009499 0.844208 0.011252 AB p058_mb_002 None 56 40 7 0 9
000092 0.009499 0.849659 0.011180 AB p114_mb_094 None 56 37 14 0 5
000239 0.007302 0.653830 0.011168 AB p299_mb_244 None 43 17 19 0 7
000234 0.010512 0.942334 0.011155 AB p278_mb_239 None 62 39 20 0 3
000025 0.007810 0.703005 0.011109 AB p080_mb_024 None 46 37 7 0 2
000030 0.003063 0.275994 0.011099 EV p041_ev_032 None 18 16 2 0 0
000244 0.002723 0.247226 0.011016 AB p291_mb_249 None 16 7 5 0 4
000026 0.010343 0.940189 0.011001 AB p054_ev_028 None 61 40 16 0 5
000328 0.007133 0.652190 0.010937 AB p363_mb_334 None 42 24 15 0 3
000171 0.008148 0.749889 0.010865 AB p208_mb_168 None 48 36 9 0 3
000197 0.003403 0.315419 0.010789 EV p236_ev_202 None 20 12 4 0 4
000232 0.010680 0.990560 0.010782 AB p274_mb_237 None 63 45 12 0 6
000198 0.003403 0.318159 0.010696 AB p236_ev_202 None 20 10 9 0 1
000088 0.002383 0.224566 0.010613 AB p117_mb_088 None 14 9 4 0 1
000226 0.010174 0.964006 0.010554 AB p262_mb_231 None 60 46 9 0 5
000291 0.003743 0.355063 0.010541 AB p324_mb_297 None 22 14 5 0 3
000301 0.008486 0.826476 0.010268 AB p333_mb_307 None 50 33 14 0 3
000147 0.006625 0.645512 0.010263 AB p206_mb_150 None 39 19 13 0 7
000076 0.007302 0.712994 0.010242 AB p108_ev_079 None 43 27 14 0 2
000032 0.009499 0.966744 0.009826 AB p043_mb_034 None 56 47 6 0 3
000264 0.009330 0.949815 0.009823 AB p276_mb_270 None 55 36 13 0 6
000318 0.008655 0.881054 0.009823 AB p364_mb_324 None 51 31 13 0 7
000240 0.007471 0.772839 0.009667 EV p298_ev_243 None 44 24 16 0 4
000153 0.006794 0.704368 0.009646 AB p210_mb_156 None 40 31 8 0 1
000196 0.002213 0.230081 0.009620 EV p209_ev_157 None 13 11 2 0 0
000027 0.005609 0.585003 0.009588 EV p053_ev_027 None 33 26 5 0 2
000256 0.006964 0.727802 0.009568 AB p272_mb_262 None 41 20 19 0 2
000313 0.002043 0.223694 0.009134 AB p356_mb_319 None 12 6 6 0 0
000107 0.007810 0.857210 0.009111 AB p168_mb_110 None 46 19 21 0 6
000237 0.003912 0.433631 0.009023 EV p243_ev_220 None 23 13 4 0 6
000341 0.004761 0.539182 0.008830 ED j252_ed_010 None 28 18 8 0 2
000247 0.004252 0.482601 0.008811 AB p289_mb_252 None 25 14 8 0 3
000286 0.003233 0.368677 0.008770 ED p318_ed_281 None 19 8 4 0 7
000276 0.006456 0.736810 0.008762 AB p320_mb_280 None 38 19 13 0 6
000225 0.006286 0.726822 0.008649 AB p268_mb_230 None 37 28 8 0 1
000045 0.007641 0.893246 0.008554 AB p015_mb_048 None 45 32 11 0 2
000104 0.008486 0.992828 0.008547 AB p163_mb_107 None 50 31 13 0 6
000018 0.007641 0.898786 0.008501 AB p076_mb_020 None 45 29 15 0 1
000211 0.003063 0.366643 0.008355 EV p246_ev_211 None 18 11 3 0 4
000151 0.007471 0.901413 0.008289 AB p171_mb_155 None 44 31 10 0 3
000094 0.005100 0.619681 0.008230 AB p127_mb_097 None 30 16 13 0 1
000119 0.005948 0.727505 0.008175 AB p146_mb_116 None 35 16 14 0 5
000103 0.005948 0.730219 0.008145 AB p162_mb_103 None 35 16 17 0 2
000215 0.003743 0.463337 0.008078 AB p251_mb_219 None 22 14 7 0 1
000061 0.007471 0.980867 0.007617 EV p016_mb_053 None 44 30 8 0 6
000260 0.005270 0.697328 0.007557 AB p304_mb_266 None 31 12 17 0 2
000326 0.006964 0.922458 0.007549 AB p361_mb_332 None 41 30 9 0 2
000188 0.003063 0.411293 0.007448 ED p192_ed_193 None 18 6 9 0 3
000007 0.004931 0.670483 0.007354 AB p090_mb_008 None 29 14 13 0 2
000125 0.006456 0.889732 0.007256 EV p166_ev_114 None 38 14 17 0 7
000342 0.000341 0.047234 0.007216 ED j252_ed_011 None 2 0 2 0 0
000129 0.002893 0.411282 0.007035 AB p157_mb_133 None 17 13 3 0 1
000304 0.005439 0.788370 0.006899 AB p358_mb_310 None 32 18 7 0 7
000351 0.004761 0.696955 0.006831 ED j276_ed_021 None 28 18 9 0 1
000319 0.003573 0.523047 0.006831 AB p352_mb_325 None 21 7 11 0 3
000106 0.002553 0.376638 0.006779 AB p113_mb_109 None 15 9 5 0 1
000263 0.000852 0.127026 0.006706 AB p306_mb_268 None 5 2 0 0 3
000294 0.004082 0.643497 0.006344 AB p327_mb_300 None 24 16 4 0 4
000072 0.001533 0.246094 0.006229 EV p106_ev_075 None 9 3 6 0 0
000331 0.005100 0.831367 0.006135 AB p372_mb_336 None 30 20 8 0 2
000273 0.004931 0.823764 0.005985 AB p319_mb_279 None 29 12 13 0 4
000233 0.003743 0.673857 0.005554 AB p275_mb_238 None 22 15 6 0 1
000414 0.003063 0.554130 0.005528 ED j268_ed_087 None 18 12 3 0 3
000224 0.004761 0.861527 0.005526 AB p263_mb_229 None 28 11 13 0 4
000353 0.002723 0.499909 0.005448 ED j279_ed_023 None 16 5 8 0 3
000281 0.004931 0.906831 0.005437 EV p292_ev_282 None 29 14 12 0 3
000085 0.001363 0.257480 0.005292 EV p122_ev_085 None 8 4 2 0 2
000071 0.002893 0.563162 0.005138 EV p105_ev_074 None 17 12 5 0 0
000100 0.004931 0.959933 0.005136 EV p129_ev_099 None 29 22 6 0 1
000333 0.003233 0.632309 0.005113 EV j258_ev_099 None 19 10 5 0 4
000415 0.004591 0.907278 0.005061 ED j274_ed_088 None 27 12 13 0 2
000350 0.002383 0.474121 0.005027 ED j275_ed_020 None 14 7 7 0 0
000274 0.001192 0.251179 0.004747 ED p307_ed_269 None 7 5 2 0 0
000416 0.004082 0.914386 0.004464 ED j277_ed_089 None 24 12 7 0 5
000073 0.003403 0.799948 0.004254 EV p081_ev_076 None 20 13 3 0 4
000095 0.003573 0.874126 0.004087 EV p131_mb_095 None 21 13 8 0 0
000112 0.003743 0.917271 0.004080 AB p143_mb_115 None 22 17 5 0 0
000002 0.001873 0.474222 0.003950 EV p005_EV_001 None 11 5 4 0 2
000252 0.002893 0.745033 0.003883 AB p463_mb_257 None 17 7 7 0 3
000348 0.001363 0.353188 0.003858 ED j273_ed_017 None 8 3 4 0 1
000411 0.003063 0.810585 0.003779 ED j248_ed_083 None 18 10 6 0 2
000203 0.002043 0.567308 0.003602 AB p244_ev_208 None 12 6 5 0 1
000081 0.003063 0.883015 0.003469 EV p121_ev_077 None 18 11 3 0 4
000077 0.002553 0.776060 0.003290 AB p109_mb_080 None 15 12 2 0 1
000177 0.002893 0.962787 0.003005 AB p215_mb_182 None 17 7 6 0 4
000413 0.002043 0.709183 0.002881 ED j378_ed_086 None 12 7 5 0 0
000133 0.002213 0.836768 0.002645 AB p207_mb_136 None 13 4 8 0 1
000343 0.000682 0.266065 0.002562 ED j269_ed_012 None 4 3 1 0 0
000152 0.002043 0.907944 0.002250 EV p173_ev_153 None 12 9 3 0 0
000216 0.001022 0.470444 0.002173 AB p253_mb_221 None 6 3 3 0 0
000338 0.000341 0.170147 0.002003 ED j257_ed_007 None 2 0 2 0 0
000345 0.001703 0.875515 0.001945 ED j270_ed_014 None 10 7 2 0 1
000115 0.001192 0.626247 0.001904 ED p137_ed_119 None 7 4 3 0 0
000277 0.001363 0.799876 0.001704 AB p335_mb_283 None 8 1 6 0 1
000337 0.000511 0.392083 0.001304 ED j255_ed_006 None 3 2 1 0 0
000340 0.000852 0.731292 0.001165 ED j250_ed_009 None 5 1 4 0 0
000347 0.000341 0.441053 0.000773 ED j271_ed_016 None 2 2 0 0 0
000201 0.000511 0.868024 0.000589 ED p194_ed_205 None 3 2 1 0 0
000339 0.000170 0.612283 0.000278 ED j249_ed_008 None 1 1 0 0 0
000332 0.000170 0.949012 0.000180 ED p334_ed_315 None 1 0 1 0 0
000169 0.000170 0.985766 0.000173 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