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  1. > data <- read.csv(file.choose())
  2. > head(data)
  3. Email Behavior.3 Brand.Preference CTA Demo.Age
  4. 1 nisl@adipiscingelit.org 16 12 9 48
  5. 2 dui.Fusce.diam@non.edu 25 8 6 41
  6. 3 nisl.Maecenas@vitaeorciPhasellus.org 23 11 4 50
  7. 4 justo.nec@Aenean.edu 4 12 11 34
  8. 5 neque.Morbi.quis@AeneanmassaInteger.ca 29 10 2 59
  9. 6 elit@erat.org 16 6 13 57
  10. > #give variables equal weight and remove E-mail column
  11. > standardized <- scale(data[-1])
  12. > head(standardized)
  13. Behavior.3 Brand.Preference CTA Demo.Age
  14. [1,] -0.06450461 1.5764994 -0.06016808 0.4519195
  15. [2,] 1.01724970 0.4409656 -0.65523704 0.0209336
  16. [3,] 0.77685986 1.2926159 -1.05194967 0.5750583
  17. [4,] -1.50684369 1.5764994 0.33654455 -0.4100523
  18. [5,] 1.49802940 1.0087325 -1.44866231 1.1291831
  19. [6,] -0.06450461 -0.1268013 0.73325719 1.0060442
  20. > #K-means: establishes the mean value from which the data will gather around (Centroid)
  21. > #group in 3's
  22. > groups <- kmeans(standardized, 3)
  23. > head(groups)
  24. $cluster
  25. [1] 2 1 1 3 2 2 2 2 2 3 3 1 2 1 1 2 3 3 3 3 3 1 2 1 2 3 1 1 1 1 3 1 2 1 2 3 2 2 3 2 1 1 3 3 3 2 1 2 2 2 3 2 3 1 1 1
  26. [57] 1 3 2 2 2 1 1 3 2 3 1 3 1 1 2 3 2 3 1 3 3 1 2 2 2 3 3 3 2 2 1 1 3 2 2 2 1 2 2 2 2 2 3 3 1 1 3 2 2 2 2 1 2 1 2 3
  27. [113] 3 2 2 3 1 3 3 1 2 3 3 3 1 3 3 3 2 2 2 2 2 1 1 2 2 1 2 2 1 3 3 3 3 3 3 3 3 2 2 3 3 1 1 1 2 3 3 1 1 2 1 3 3 3 3 1
  28. [169] 3 1 1 3 2 1 2 3 2 2 2 3 2 1 3 1 1 3 1 2 3 3 3 3 2 2 2 3 1 1 2 1 3 1 1 3 3 2 1 2 2 1 1 1 3 1 2 2 3 1 3 1 2 2 1 1
  29. [225] 1 1 1 1 1 3 2 3 2 3 2 2 3 3 2 2 3 2 3 2 2 2 1 1 1 2 1 2 2 2 2 3 1 3 3 2 1 2 2 1 1 2 3 3 1 1 1 2 2 1 3 3 3 2 2 1
  30. [281] 2 1 1 3 3 3 2 3 3 2 2 3 3 2 2 1 2 1 1 2
  31.  
  32. $centers
  33. Behavior.3 Brand.Preference CTA Demo.Age
  34. 1 0.4528561 -0.14531541 -0.9139627 -0.5291757
  35. 2 0.2021096 -0.09325141 0.1165494 1.0541803
  36. 3 -0.6519880 0.24108849 0.7271851 -0.6864864
  37.  
  38. $totss
  39. [1] 1196
  40.  
  41. $withinss
  42. [1] 229.8251 316.8359 251.3690
  43.  
  44. $tot.withinss
  45. [1] 798.0299
  46.  
  47. $betweenss
  48. [1] 397.9701
  49.  
  50. > library(cluster)
  51. > clusplot(
  52. + standardized,
  53. + groups$cluster,
  54. + main = "3 Clusters",
  55. + color = TRUE,
  56. + shade = FALSE,
  57. + labels = 1
  58. + )
  59. > clustersize <- groups$size
  60. > clustersize
  61. [1] 92 110 98
  62. > names(groups)
  63. [1] "cluster" "centers" "totss" "withinss" "tot.withinss" "betweenss" "size"
  64. [8] "iter" "ifault"
  65. > groups
  66. K-means clustering with 3 clusters of sizes 92, 110, 98
  67.  
  68. Cluster means:
  69. Behavior.3 Brand.Preference CTA Demo.Age
  70. 1 0.4528561 -0.14531541 -0.9139627 -0.5291757
  71. 2 0.2021096 -0.09325141 0.1165494 1.0541803
  72. 3 -0.6519880 0.24108849 0.7271851 -0.6864864
  73.  
  74. Clustering vector:
  75. [1] 2 1 1 3 2 2 2 2 2 3 3 1 2 1 1 2 3 3 3 3 3 1 2 1 2 3 1 1 1 1 3 1 2 1 2 3 2 2 3 2 1 1 3 3 3 2 1 2 2 2 3 2 3 1 1 1
  76. [57] 1 3 2 2 2 1 1 3 2 3 1 3 1 1 2 3 2 3 1 3 3 1 2 2 2 3 3 3 2 2 1 1 3 2 2 2 1 2 2 2 2 2 3 3 1 1 3 2 2 2 2 1 2 1 2 3
  77. [113] 3 2 2 3 1 3 3 1 2 3 3 3 1 3 3 3 2 2 2 2 2 1 1 2 2 1 2 2 1 3 3 3 3 3 3 3 3 2 2 3 3 1 1 1 2 3 3 1 1 2 1 3 3 3 3 1
  78. [169] 3 1 1 3 2 1 2 3 2 2 2 3 2 1 3 1 1 3 1 2 3 3 3 3 2 2 2 3 1 1 2 1 3 1 1 3 3 2 1 2 2 1 1 1 3 1 2 2 3 1 3 1 2 2 1 1
  79. [225] 1 1 1 1 1 3 2 3 2 3 2 2 3 3 2 2 3 2 3 2 2 2 1 1 1 2 1 2 2 2 2 3 1 3 3 2 1 2 2 1 1 2 3 3 1 1 1 2 2 1 3 3 3 2 2 1
  80. [281] 2 1 1 3 3 3 2 3 3 2 2 3 3 2 2 1 2 1 1 2
  81.  
  82. Within cluster sum of squares by cluster:
  83. [1] 229.8251 316.8359 251.3690
  84. (between_SS / total_SS = 33.3 %)
  85.  
  86. Available components:
  87.  
  88. [1] "cluster" "centers" "totss" "withinss" "tot.withinss" "betweenss" "size"
  89. [8] "iter" "ifault"
  90. #Print the result
  91. > order = order(groups$cluster)
  92. > order
  93. [1] 2 3 12 14 15 22 24 27 28 29 30 32 34 41 42 47 54 55 56 57 62 63 67 69 70 75 78 87
  94. [29] 88 93 101 102 108 110 117 120 125 134 135 138 141 154 155 156 160 161 163 168 170 171 174 182 184 185 187 197
  95. [57] 198 200 202 203 207 210 211 212 214 218 220 223 224 225 226 227 228 229 247 248 249 251 257 261 264 265 269 270
  96. [85] 271 274 280 282 283 296 298 299 1 5 6 7 8 9 13 16 23 25 33 35 37 38 40 46 48 49 50 52
  97. [113] 59 60 61 65 71 73 79 80 81 85 86 90 91 92 94 95 96 97 98 104 105 106 107 109 111 114 115 121
  98. [141] 129 130 131 132 133 136 137 139 140 150 151 157 162 173 175 177 178 179 181 188 193 194 195 199 206 208 209 215
  99. [169] 216 221 222 231 233 235 236 239 240 242 244 245 246 250 252 253 254 255 260 262 263 266 272 273 278 279 281 287
  100. [197] 290 291 294 295 297 300 4 10 11 17 18 19 20 21 26 31 36 39 43 44 45 51 53 58 64 66 68 72
  101. [225] 74 76 77 82 83 84 89 99 100 103 112 113 116 118 119 122 123 124 126 127 128 142 143 144 145 146 147 148
  102. [253] 149 152 153 158 159 164 165 166 167 169 172 176 180 183 186 189 190 191 192 196 201 204 205 213 217 219 230 232
  103. [281] 234 237 238 241 243 256 258 259 267 268 275 276 277 284 285 286 288 289 292 293
  104. > data.frame(data$Email, groups$cluster)
  105. data.Email groups.cluster
  106. 1 nisl@adipiscingelit.org 2
  107. 2 dui.Fusce.diam@non.edu 1
  108. 3 nisl.Maecenas@vitaeorciPhasellus.org 1
  109. 4 justo.nec@Aenean.edu 3
  110. 5 neque.Morbi.quis@AeneanmassaInteger.ca 2
  111. 6 elit@erat.org 2
  112. 7 non.arcu.Vivamus@montesnasceturridiculus.net 2
  113. 8 Proin.sed@sit.co.uk 2
  114. 9 auctor@odioEtiam.ca 2
  115. 10 Mauris.non.dui@nisia.co.uk 3
  116. 11 turpis.In.condimentum@Sedeget.co.uk 3
  117. 12 malesuada.fringilla.est@velit.co.uk 1
  118. 13 orci@Sedauctor.co.uk 2
  119. 14 lobortis@magnaNamligula.edu 1
  120. 15 urna.Ut.tincidunt@semperpretium.co.uk 1
  121. 16 egestas.ligula@posuerecubiliaCurae.com 2
  122. 17 sagittis.felis.Donec@sociisnatoque.ca 3
  123. 18 arcu.iaculis@Duisac.ca 3
  124. 19 eu.erat@acmetus.com 3
  125. 20 ipsum.ac.mi@lacus.org 3
  126. 21 purus.sapien@lorem.ca 3
  127. 22 semper@etmalesuadafames.ca 1
  128. 23 natoque.penatibus.et@Nullamscelerisque.ca 2
  129. 24 dictum@erosNam.ca 1
  130. 25 egestas.Aliquam.nec@Nullamutnisi.org 2
  131. 26 nisl.Maecenas.malesuada@a.ca 3
  132. 27 neque.vitae.semper@Mauris.org 1
  133. 28 Nunc.sed.orci@nisi.co.uk 1
  134. 29 ut@adipiscing.com 1
  135. 30 sit@egestas.co.uk 1
  136. 31 Quisque.imperdiet.erat@posuere.org 3
  137. 32 litora@ultriciesornare.ca 1
  138. 33 Integer.sem.elit@sitametante.com 2
  139. 34 ultricies.ornare.elit@odioauctor.net 1
  140. 35 in.dolor@magnisdis.net 2
  141. 36 luctus.et@sed.ca 3
  142. 37 Mauris@vestibulumneque.edu 2
  143. 38 Aliquam@sapienimperdietornare.ca 2
  144. 39 iaculis@ornareegestas.co.uk 3
  145. 40 nonummy.ac@tellus.net 2
  146. 41 vel@anteVivamusnon.co.uk 1
  147. 42 parturient.montes@Duiselementum.com 1
  148. 43 diam.lorem@lobortisClassaptent.co.uk 3
  149. 44 et@Cras.org 3
  150. 45 sed.sem.egestas@augueutlacus.edu 3
  151. 46 cursus.a@mollisnon.co.uk 2
  152. 47 risus@mi.net 1
  153. 48 enim.Nunc.ut@nonmassa.co.uk 2
  154. 49 Morbi.neque.tellus@milaciniamattis.org 2
  155. 50 nulla.Donec.non@Fuscealiquetmagna.org 2
  156. 51 pharetra.Quisque@orciluctus.edu 3
  157. 52 Quisque@vitaeerat.com 2
  158. 53 augue.eu@dictumauguemalesuada.net 3
  159. 54 Cras.dictum@nulla.net 1
  160. 55 tempus@antebibendum.co.uk 1
  161. 56 dictum.eu@dapibus.edu 1
  162. 57 risus@amet.com 1
  163. 58 elit.pede@nibhsit.co.uk 3
  164. 59 pellentesque.a.facilisis@justoeuarcu.com 2
  165. 60 metus@sociisnatoquepenatibus.org 2
  166. 61 massa@diam.edu 2
  167. 62 et.malesuada.fames@Mauris.org 1
  168. 63 adipiscing@porttitorscelerisque.ca 1
  169. 64 semper.cursus.Integer@necquamCurabitur.edu 3
  170. 65 cursus.non.egestas@anteipsum.com 2
  171. 66 Aliquam.adipiscing@egetmagnaSuspendisse.co.uk 3
  172. 67 pellentesque@cursusinhendrerit.org 1
  173. 68 sit@enim.edu 3
  174. 69 ultricies@ullamcorperDuis.ca 1
  175. 70 montes.nascetur@Donecest.net 1
  176. 71 eget.nisi@massaInteger.com 2
  177. 72 Donec@Praesenteu.com 3
  178. 73 risus.at@nunc.edu 2
  179. 74 blandit.at.nisi@suscipit.ca 3
  180. 75 Quisque@orci.edu 1
  181. 76 ullamcorper@non.ca 3
  182. 77 placerat.orci.lacus@montes.ca 3
  183. 78 Quisque@euturpisNulla.edu 1
  184. 79 odio.semper.cursus@elitpretiumet.org 2
  185. 80 faucibus.orci.luctus@diam.net 2
  186. 81 sem.molestie.sodales@ligula.com 2
  187. 82 Ut.tincidunt.orci@Donecelementumlorem.net 3
  188. 83 Phasellus.nulla.Integer@sitametfaucibus.co.uk 3
  189. 84 mauris.eu@Duis.com 3
  190. 85 Aliquam.nisl.Nulla@gravidamauris.com 2
  191. 86 vulputate.lacus@penatibuset.net 2
  192. 87 Donec@mattisIntegereu.org 1
  193. 88 aliquam.iaculis@tellus.org 1
  194. 89 lorem.fringilla@Donectempor.co.uk 3
  195. 90 vitae.diam.Proin@ut.ca 2
  196. 91 purus.Duis@metusfacilisislorem.net 2
  197. 92 tempor.bibendum.Donec@sit.co.uk 2
  198. 93 lorem.lorem@Quisqueornaretortor.edu 1
  199. 94 Nam@elitfermentumrisus.org 2
  200. 95 luctus@Donecestmauris.co.uk 2
  201. 96 quam@nec.org 2
  202. 97 penatibus.et.magnis@congueturpisIn.edu 2
  203. 98 diam.Proin.dolor@ipsum.co.uk 2
  204. 99 tincidunt.adipiscing.Mauris@augueut.edu 3
  205. 100 et.ipsum.cursus@sitamet.org 3
  206. 101 Pellentesque.habitant@placerat.co.uk 1
  207. 102 eget@telluseuaugue.co.uk 1
  208. 103 magna.Cras@sapien.org 3
  209. 104 mollis.nec.cursus@euligula.edu 2
  210. 105 cursus.a@luctuset.ca 2
  211. 106 arcu@mollisnon.net 2
  212. 107 torquent@tempus.edu 2
  213. 108 suscipit.nonummy.Fusce@Phasellusliberomauris.ca 1
  214. 109 ac@NuncmaurisMorbi.com 2
  215. 110 eu.tellus.Phasellus@scelerisque.net 1
  216. 111 vehicula.et.rutrum@Phasellusdolorelit.com 2
  217. 112 Maecenas.iaculis.aliquet@enimCurabitur.org 3
  218. 113 ante.bibendum.ullamcorper@facilisisfacilisis.edu 3
  219. 114 auctor.quis.tristique@non.edu 2
  220. 115 sagittis@blanditcongueIn.net 2
  221. 116 augue.ac.ipsum@sagittisDuis.org 3
  222. 117 Aliquam.nisl.Nulla@scelerisqueneque.edu 1
  223. 118 est.mollis@sagittisfelis.edu 3
  224. 119 vehicula@vestibulumneque.ca 3
  225. 120 et.eros@ligulaelit.ca 1
  226. 121 lacus.vestibulum@Nullasemper.co.uk 2
  227. 122 id.blandit.at@tristiquealiquet.ca 3
  228. 123 consequat.purus.Maecenas@Nulla.edu 3
  229. 124 justo.faucibus@Utsemper.ca 3
  230. 125 mattis@ametdiameu.net 1
  231. 126 Suspendisse@Vivamus.com 3
  232. 127 neque.non.quam@Vivamus.net 3
  233. 128 nisl@Vivamus.co.uk 3
  234. 129 Vestibulum.ante.ipsum@rutrum.co.uk 2
  235. 130 metus.Aenean.sed@atvelitCras.net 2
  236. 131 ac@ornarelibero.edu 2
  237. 132 purus.accumsan@malesuadafames.co.uk 2
  238. 133 quis@auctorveliteget.com 2
  239. 134 Nam@ridiculusmusProin.net 1
  240. 135 volutpat.Nulla.dignissim@fringillapurus.co.uk 1
  241. 136 elit.dictum@tristique.com 2
  242. 137 elit@magnaDuis.ca 2
  243. 138 Curae.Phasellus.ornare@pellentesquea.net 1
  244. 139 Phasellus.nulla@ullamcorperDuis.com 2
  245. 140 Nullam@Nullaaliquet.edu 2
  246. 141 penatibus@inlobortis.org 1
  247. 142 pede.Praesent@mauris.com 3
  248. 143 ac@magnisdis.com 3
  249. 144 pede@Etiamimperdiet.co.uk 3
  250. 145 arcu.Morbi@egestasDuisac.ca 3
  251. 146 libero.et.tristique@sitamet.com 3
  252. 147 in.dolor@mollisPhaselluslibero.co.uk 3
  253. 148 tristique@diam.co.uk 3
  254. 149 lacinia.mattis@Sed.net 3
  255. 150 lorem.vehicula@nostraper.ca 2
  256. 151 tellus@luctus.edu 2
  257. 152 ipsum.primis.in@cursuseteros.ca 3
  258. 153 malesuada.fringilla@pharetraQuisque.co.uk 3
  259. 154 hendrerit@aliquamerosturpis.net 1
  260. 155 Aliquam.auctor.velit@utpharetra.co.uk 1
  261. 156 Morbi.sit.amet@ametmassaQuisque.edu 1
  262. 157 eu.odio@sodalesnisi.ca 2
  263. 158 aliquam.iaculis.lacus@loremsitamet.org 3
  264. 159 Aliquam.vulputate.ullamcorper@eleifendCras.org 3
  265. 160 elit.pharetra.ut@morbitristiquesenectus.org 1
  266. 161 risus.Donec@inmagnaPhasellus.ca 1
  267. 162 urna@velit.co.uk 2
  268. 163 nisl.sem@gravidaAliquamtincidunt.org 1
  269. 164 turpis.egestas@nuncsitamet.edu 3
  270. 165 egestas.hendrerit.neque@aliquetlibero.net 3
  271. 166 mauris.a.nunc@augueSedmolestie.co.uk 3
  272. 167 et@Phasellus.ca 3
  273. 168 interdum@magnanecquam.net 1
  274. 169 adipiscing@ligulatortordictum.edu 3
  275. 170 a.scelerisque@lectus.edu 1
  276. 171 dignissim.tempor@gravidamolestie.edu 1
  277. 172 laoreet.libero@enimCurabiturmassa.edu 3
  278. 173 erat@aliquam.com 2
  279. 174 consectetuer.rhoncus.Nullam@pedeet.co.uk 1
  280. 175 non@Intinciduntcongue.net 2
  281. 176 interdum.enim@ipsumDonecsollicitudin.co.uk 3
  282. 177 malesuada.augue@magnaet.org 2
  283. 178 erat.eget.tincidunt@natoquepenatibus.co.uk 2
  284. 179 penatibus@elitsed.net 2
  285. 180 Phasellus.dapibus@purusin.org 3
  286. 181 Mauris@dictumeuplacerat.co.uk 2
  287. 182 sed.pede.nec@non.com 1
  288. 183 ornare.sagittis.felis@dolordapibus.org 3
  289. 184 dolor.sit@nonummyac.ca 1
  290. 185 leo@Sed.org 1
  291. 186 a.scelerisque@Classaptent.ca 3
  292. 187 dis.parturient.montes@Donecfelisorci.net 1
  293. 188 sit.amet@ullamcorpervelit.org 2
  294. 189 tempus.mauris.erat@felisDonectempor.ca 3
  295. 190 ut@magnamalesuadavel.co.uk 3
  296. 191 elementum@mattissemperdui.co.uk 3
  297. 192 et@egestasAliquam.net 3
  298. 193 quam@vitaesodalesat.com 2
  299. 194 odio.auctor.vitae@mollisIntegertincidunt.com 2
  300. 195 nulla.Integer@risusDonec.org 2
  301. 196 nisl.sem@tinciduntvehicula.edu 3
  302. 197 euismod.in@cubiliaCuraeDonec.co.uk 1
  303. 198 sagittis@eget.co.uk 1
  304. 199 felis.adipiscing.fringilla@consectetuermauris.org 2
  305. 200 est.ac@Nullamscelerisque.com 1
  306. 201 velit.Sed.malesuada@dolorsitamet.ca 3
  307. 202 velit.in@sociosquadlitora.edu 1
  308. 203 eu.eleifend@euismod.ca 1
  309. 204 Curabitur.sed@eumetus.ca 3
  310. 205 Nam.interdum.enim@aliquetsemut.co.uk 3
  311. 206 justo@blanditatnisi.ca 2
  312. 207 tempor.arcu@Pellentesque.ca 1
  313. 208 in.lobortis.tellus@Nullam.com 2
  314. 209 egestas.urna@Sedetlibero.ca 2
  315. 210 augue.malesuada@hendreritconsectetuercursus.org 1
  316. 211 Pellentesque.tincidunt@ategestasa.co.uk 1
  317. 212 lobortis.quis@fringilla.ca 1
  318. 213 consequat@Nunclaoreet.co.uk 3
  319. 214 massa.Vestibulum.accumsan@nisl.net 1
  320. 215 arcu.vel.quam@Integeraliquamadipiscing.edu 2
  321. 216 consequat@Maurisut.org 2
  322. 217 ut.nulla@auguescelerisque.ca 3
  323. 218 imperdiet@eutemporerat.org 1
  324. 219 magna@diam.co.uk 3
  325. 220 arcu.ac.orci@nonmassa.org 1
  326. 221 nibh.vulputate.mauris@mauriserat.org 2
  327. 222 quam.Curabitur@odio.co.uk 2
  328. 223 enim.Etiam.gravida@venenatisa.com 1
  329. 224 venenatis@cursuspurusNullam.edu 1
  330. 225 non@eleifendvitae.edu 1
  331. 226 enim.Sed@ametultricies.com 1
  332. 227 auctor@risusInmi.org 1
  333. 228 rutrum@diam.com 1
  334. 229 gravida@nonsapien.com 1
  335. 230 massa.Mauris.vestibulum@NullamenimSed.co.uk 3
  336. 231 mattis.ornare.lectus@arcuVestibulum.com 2
  337. 232 Vivamus@liberodui.org 3
  338. 233 dui.Cum.sociis@ultricessitamet.ca 2
  339. 234 suscipit.est.ac@Suspendissetristique.co.uk 3
  340. 235 facilisis.lorem.tristique@euligula.net 2
  341. 236 Fusce@semeget.net 2
  342. 237 sagittis@vulputateduinec.org 3
  343. 238 adipiscing.lacus@porttitor.net 3
  344. 239 lectus.convallis@at.org 2
  345. 240 lacus@quam.ca 2
  346. 241 Sed.dictum.Proin@aliquam.com 3
  347. 242 sed.est@blanditcongue.com 2
  348. 243 eu@ullamcorperviverra.com 3
  349. 244 tempus.risus@Crasdictum.ca 2
  350. 245 eu@inlobortis.net 2
  351. 246 suscipit.est@velit.co.uk 2
  352. 247 Donec.non@ipsumprimisin.net 1
  353. 248 urna@eliteratvitae.co.uk 1
  354. 249 in.felis@magnatellusfaucibus.com 1
  355. 250 ante@auctornonfeugiat.co.uk 2
  356. 251 Etiam.bibendum.fermentum@gravida.ca 1
  357. 252 dis@malesuadautsem.org 2
  358. 253 dolor.sit.amet@malesuadamalesuada.edu 2
  359. 254 eget.odio@orciPhasellusdapibus.org 2
  360. 255 nulla@malesuadamalesuada.edu 2
  361. 256 Suspendisse.tristique@semper.net 3
  362. 257 nonummy.ut.molestie@venenatislacus.co.uk 1
  363. 258 cubilia@DonectinciduntDonec.edu 3
  364. 259 quis.diam@facilisismagnatellus.org 3
  365. 260 elit.elit@nasceturridiculusmus.net 2
  366. 261 ridiculus@idanteNunc.com 1
  367. 262 Cras@pharetrasedhendrerit.co.uk 2
  368. 263 id@faucibusut.com 2
  369. 264 sit.amet.massa@nisia.org 1
  370. 265 Nunc.pulvinar@euaccumsan.org 1
  371. 266 lorem.vitae@luctusCurabituregestas.co.uk 2
  372. 267 rutrum.magna.Cras@estvitae.edu 3
  373. 268 Donec.tincidunt.Donec@viverra.com 3
  374. 269 ridiculus.mus.Proin@risus.net 1
  375. 270 ipsum.primis.in@iaculisenimsit.edu 1
  376. 271 Proin.nisl.sem@facilisis.edu 1
  377. 272 pellentesque.tellus@aliquamarcu.edu 2
  378. 273 Praesent@risusMorbi.ca 2
  379. 274 montes@magnisdis.net 1
  380. 275 dis@enimcommodo.edu 3
  381. 276 Quisque.purus@ornare.edu 3
  382. 277 imperdiet.ullamcorper@mipede.org 3
  383. 278 vehicula@ametrisusDonec.edu 2
  384. 279 neque.vitae.semper@atrisusNunc.edu 2
  385. 280 luctus.ut.pellentesque@eleifendegestasSed.edu 1
  386. 281 elit.erat@lectus.edu 2
  387. 282 quam@Duis.co.uk 1
  388. 283 sagittis.Duis@ultricesVivamusrhoncus.ca 1
  389. 284 sem@Morbiquisurna.edu 3
  390. 285 enim.Nunc@nibhvulputatemauris.co.uk 3
  391. 286 nulla.magna@utsemNulla.co.uk 3
  392. 287 id.ante.Nunc@auctornon.edu 2
  393. 288 ornare.egestas.ligula@Nullam.edu 3
  394. 289 neque@nibhAliquamornare.org 3
  395. 290 lacus.Quisque.imperdiet@placeratorcilacus.edu 2
  396. 291 consequat.nec@elitelitfermentum.co.uk 2
  397. 292 dapibus.id.blandit@semmagna.ca 3
  398. 293 Duis.ac.arcu@congue.ca 3
  399. 294 est.congue.a@orciPhasellus.ca 2
  400. 295 consectetuer.ipsum.nunc@malesuadafringilla.com 2
  401. 296 mollis@NullafacilisiSed.org 1
  402. 297 aliquet.metus@iaculislacuspede.edu 2
  403. 298 ac.ipsum@sit.co.uk 1
  404. 299 Fusce@sagittisaugue.com 1
  405. 300 magna.Lorem.ipsum@nibhPhasellus.net 2
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