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In Whatcom County, Sanders walloped Clinton in Presidential Primary. 53,234 ballots have been counted according to the Auditor . I have 54,074 good ballots with a party selected received from 5/27 matchbacks. Certification is June 7, 2016.
From: http://results.vote.wa.gov/results/20160524/whatcom/:
Number of Precincts 178
Number of Registered Voters 132,640
Total Ballots Counted 53,234
Some of the results below from the state data (pulled 5/27) below do not include precinct totals removed for privacy.
From: http://results.vote.wa.gov/results/20160524/export/20160524_AllStatePrecincts.csv
prettyNum(colSums(data.frame(O1)[,2:7]),big.mark=",")
Carson Sanders Trump Clinton Kasich Cruz
"889" "18,191" "16,934" "12,030" "1,572" "3,027"
prettyNum(colSums(data.frame(O2)[,c(14,15)]),big.mark=",")
vDem vRep
"30,221" "22,422"
prettyNum(colSums(data.frame(O2)[,c(8,9,10)]),big.mark=",")
Democrat Republican NoParty
"31,146" "23,606" "78,241"
30 Precincts where Clinton votes total more than Sanders.:
O2[Clinton - Sanders > 0,.(PrecinctID,ClintonMargin = Clinton - Sanders)]
PrecinctID ClintonMargin
1: 101 18
2: 103 19
3: 104 13
4: 112 2
5: 113 13
6: 119 17
7: 139 1
8: 145 18
9: 159 4
10: 168 37
11: 173 20
12: 176 22
13: 177 2
14: 180 16
15: 201 2
16: 202 22
17: 217 9
18: 221 20
19: 236 4
20: 238 7
21: 250 38
22: 251 16
23: 259 13
24: 264 29
25: 269 2
26: 303 68
27: 601 27
28: 602 7
29: 606 12
30: 801 2
For the precincts above, the max, min, mean for the Clinton margin over Sanders.
O2[Clinton - Sanders > 0,.(PrecinctID,ClintonMargin = Clinton - Sanders)][,max(ClintonMargin)]
[1] 68
O2[Clinton - Sanders > 0,.(PrecinctID,ClintonMargin = Clinton - Sanders)][,min(ClintonMargin)]
[1] 1
O2[Clinton - Sanders > 0,.(PrecinctID,ClintonMargin = Clinton - Sanders)][,mean(ClintonMargin)]
[1] 16
144 Precincts Sanders votes total more than Clinton.:
data.frame(O2[Sanders - Clinton > 0,.(PrecinctID,SandersMargin = Sanders - Clinton)])
PrecinctID SandersMargin
1 102 27
2 105 28
3 106 9
4 107 27
5 108 32
6 110 23
7 111 20
8 114 3
9 115 9
10 116 8
11 117 8
12 118 51
13 120 32
14 121 30
15 122 6
16 123 11
17 124 25
18 125 40
19 126 33
20 127 34
21 129 3
22 130 27
23 131 33
24 132 15
25 133 4
26 134 35
27 135 55
28 136 40
29 137 21
30 138 89
31 140 16
32 141 32
33 142 44
34 143 97
35 144 6
36 146 41
37 147 33
38 148 72
39 149 16
40 150 9
41 151 19
42 152 4
43 153 32
44 154 50
45 155 9
46 156 26
47 158 20
48 160 45
49 161 19
50 162 21
51 163 70
52 164 31
53 165 23
54 166 83
55 167 20
56 169 33
57 170 14
58 171 17
59 172 31
60 174 51
61 175 80
62 178 57
63 179 12
64 181 27
65 182 55
66 183 5
67 203 45
68 204 36
69 205 31
70 206 104
71 207 52
72 208 89
73 209 64
74 210 122
75 211 52
76 212 17
77 213 53
78 214 50
79 215 141
80 216 101
81 218 5
82 219 98
83 220 56
84 222 63
85 223 86
86 224 44
87 225 190
88 226 96
89 227 126
90 228 169
91 229 123
92 230 125
93 231 143
94 232 8
95 233 72
96 234 34
97 235 6
98 237 24
99 239 10
100 240 18
101 241 52
102 242 34
103 243 30
104 244 53
105 245 158
106 246 118
107 247 182
108 248 64
109 249 55
110 252 78
111 253 227
112 254 20
113 255 43
114 256 46
115 257 133
116 258 139
117 260 19
118 261 7
119 262 59
120 263 87
121 265 4
122 266 13
123 301 28
124 302 59
125 304 12
126 401 16
127 402 44
128 501 30
129 502 51
130 503 33
131 504 20
132 505 62
133 506 44
134 507 32
135 508 30
136 509 4
137 603 23
138 604 4
139 605 5
140 608 13
141 609 9
142 610 9
143 611 19
144 701 22
For the precincts above max, min, mean for Sanders Margin over Clinton.
O2[Sanders - Clinton > 0,.(PrecinctID,SandersMargin = Sanders - Clinton)] [,max(SandersMargin)]
[1] 227
O2[Sanders - Clinton > 0,.(PrecinctID,SandersMargin = Sanders - Clinton)] [,min(SandersMargin)]
[1] 3
O2[Sanders - Clinton > 0,.(PrecinctID,SandersMargin = Sanders - Clinton)] [,mean(SandersMargin)]
[1] 46.1
65 Precincts where Republicans totaled more than Democrats.:
O2[(Carson + Cruz + Kasich + Trump) - (Clinton + Sanders) > 0 ,.(PrecinctID,RepublicanVotes = Carson + Cruz + Kasich + Trump)]
PrecinctID RepublicanVotes
1: 102 185
2: 104 138
3: 107 246
4: 110 189
5: 111 190
6: 112 92
7: 113 216
8: 114 128
9: 115 239
10: 116 194
11: 117 212
12: 118 294
13: 119 109
14: 120 177
15: 121 141
16: 122 133
17: 123 111
18: 124 123
19: 125 251
20: 126 263
21: 127 236
22: 130 118
23: 131 240
24: 132 138
25: 139 140
26: 140 315
27: 141 267
28: 144 336
29: 145 317
30: 146 285
31: 147 197
32: 148 230
33: 149 154
34: 150 249
35: 151 208
36: 152 165
37: 153 184
38: 154 115
39: 155 150
40: 158 102
41: 159 50
42: 164 68
43: 165 95
44: 301 202
45: 303 227
46: 401 150
47: 402 132
48: 501 159
49: 504 102
50: 507 150
51: 508 194
52: 509 142
53: 601 433
54: 602 280
55: 603 198
56: 604 342
57: 605 148
58: 606 290
59: 607 225
60: 608 253
61: 609 304
62: 610 374
63: 611 236
64: 701 201
65: 801 188
111 Precincts where Democrats totaled more than Republicans.:
data.frame(O2[(Clinton + Sanders) - (Carson + Cruz + Kasich + Trump ) > 0 ,.(PrecinctID,DemocratVotes = Clinton + Sanders)])
PrecinctID DemocratVotes
1 101 272
2 103 189
3 105 98
4 106 167
5 108 206
6 129 157
7 133 190
8 134 279
9 135 221
10 136 180
11 137 211
12 138 285
13 142 160
14 143 165
15 156 90
16 157 60
17 160 209
18 161 123
19 162 125
20 163 188
21 166 211
22 167 30
23 168 185
24 169 319
25 170 122
26 171 249
27 172 139
28 173 148
29 174 175
30 175 284
31 176 192
32 177 166
33 178 269
34 179 54
35 180 214
36 181 247
37 182 281
38 183 11
39 201 378
40 202 190
41 203 237
42 204 140
43 205 157
44 206 270
45 207 152
46 208 369
47 209 248
48 210 334
49 211 228
50 212 137
51 213 295
52 214 236
53 215 297
54 216 289
55 217 129
56 218 165
57 219 236
58 220 226
59 221 182
60 222 309
61 223 198
62 224 148
63 225 416
64 226 172
65 227 294
66 228 283
67 229 295
68 230 225
69 231 289
70 232 228
71 233 234
72 234 246
73 235 130
74 236 86
75 237 136
76 238 151
77 239 260
78 240 248
79 241 200
80 242 176
81 243 240
82 244 309
83 245 196
84 246 260
85 247 266
86 248 188
87 249 263
88 250 398
89 251 242
90 252 94
91 253 313
92 254 168
93 255 165
94 256 302
95 257 223
96 258 347
97 259 153
98 260 177
99 261 211
100 262 247
101 263 261
102 264 233
103 265 184
104 266 231
105 269 26
106 302 259
107 304 74
108 502 135
109 503 177
110 505 258
111 506 208
92 Precincts where Democrats totaled more than Republicans AND where Sanders totaled more than Clinton.:
O2[(Clinton + Sanders) - (Carson + Cruz + Kasich + Trump ) > 0 ,.(PrecinctID,Sanders,Clinton,SandersMargin = Sanders - Clinton,DemocratVotes = Clinton + Sanders, DemocratMargin = (Clinton + Sanders) - (Carson + Cruz + Kasich + Trump ))][Sanders - Clinton > 0,]
PrecinctID Sanders Clinton SandersMargin DemocratVotes DemocratMargin
1: 105 63 35 28 98 19
2: 106 88 79 9 167 6
3: 108 119 87 32 206 14
4: 129 80 77 3 157 16
5: 133 97 93 4 190 137
6: 134 157 122 35 279 151
7: 135 138 83 55 221 95
8: 136 110 70 40 180 71
9: 137 116 95 21 211 155
10: 138 187 98 89 285 207
11: 142 102 58 44 160 15
12: 143 131 34 97 165 87
13: 156 58 32 26 90 11
14: 160 127 82 45 209 97
15: 161 71 52 19 123 51
16: 162 73 52 21 125 20
17: 163 129 59 70 188 62
18: 166 147 64 83 211 67
19: 167 25 5 20 30 7
20: 169 176 143 33 319 163
21: 170 68 54 14 122 41
22: 171 133 116 17 249 145
23: 172 85 54 31 139 64
24: 174 113 62 51 175 77
25: 175 182 102 80 284 188
26: 178 163 106 57 269 175
27: 179 33 21 12 54 3
28: 181 137 110 27 247 127
29: 182 168 113 55 281 101
30: 183 8 3 5 11 11
31: 203 141 96 45 237 77
32: 204 88 52 36 140 59
33: 205 94 63 31 157 65
34: 206 187 83 104 270 164
35: 207 102 50 52 152 102
36: 208 229 140 89 369 273
37: 209 156 92 64 248 195
38: 210 228 106 122 334 294
39: 211 140 88 52 228 84
40: 212 77 60 17 137 53
41: 213 174 121 53 295 173
42: 214 143 93 50 236 189
43: 215 219 78 141 297 262
44: 216 195 94 101 289 244
45: 218 85 80 5 165 78
46: 219 167 69 98 236 159
47: 220 141 85 56 226 134
48: 222 186 123 63 309 249
49: 223 142 56 86 198 174
50: 224 96 52 44 148 130
51: 225 303 113 190 416 343
52: 226 134 38 96 172 152
53: 227 210 84 126 294 246
54: 228 226 57 169 283 265
55: 229 209 86 123 295 231
56: 230 175 50 125 225 180
57: 231 216 73 143 289 207
58: 232 118 110 8 228 114
59: 233 153 81 72 234 158
60: 234 140 106 34 246 112
61: 235 68 62 6 130 75
62: 237 80 56 24 136 81
63: 239 135 125 10 260 143
64: 240 133 115 18 248 144
65: 241 126 74 52 200 116
66: 242 105 71 34 176 137
67: 243 135 105 30 240 161
68: 244 181 128 53 309 257
69: 245 177 19 158 196 196
70: 246 189 71 118 260 232
71: 247 224 42 182 266 246
72: 248 126 62 64 188 95
73: 249 159 104 55 263 144
74: 252 86 8 78 94 94
75: 253 270 43 227 313 279
76: 254 94 74 20 168 104
77: 255 104 61 43 165 116
78: 256 174 128 46 302 250
79: 257 178 45 133 223 211
80: 258 243 104 139 347 323
81: 260 98 79 19 177 90
82: 261 109 102 7 211 142
83: 262 153 94 59 247 200
84: 263 174 87 87 261 217
85: 265 94 90 4 184 96
86: 266 122 109 13 231 131
87: 302 159 100 59 259 61
88: 304 43 31 12 74 25
89: 502 93 42 51 135 1
90: 503 105 72 33 177 26
91: 505 160 98 62 258 82
92: 506 126 82 44 208 53
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