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| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 11, | |
| "metadata": { | |
| "collapsed": false | |
| }, | |
| "outputs": [], | |
| "source": [ | |
| "import csv\n", | |
| "import operator\n", | |
| "import sys\n", | |
| "\n", | |
| "class Event:\n", | |
| "\tdef __init__(self, filename):\n", | |
| "\t\twith open(filename, 'rb') as csvfile:\n", | |
| "\t\t\tevent = csv.reader(csvfile)\n", | |
| "\t\t\tself.data = [row for row in event]\n", | |
| "\n", | |
| "\tdef myKey(self, elem):\n", | |
| "\t\treturn elem[0]\n", | |
| "\n", | |
| "\tdef deviceChannelPaths(self):\n", | |
| "\t\tdevice_id = {}\n", | |
| "\t\tfor elem in self.data:\n", | |
| "\t\t\tif elem[1] in device_id:\n", | |
| "\t\t\t\tdevice_id[elem[1]].append((elem[0], elem[3]))\n", | |
| "\t\t\telse:\n", | |
| "\t\t\t\tdevice_id[elem[1]] = [(elem[0], elem[3])]\n", | |
| "\n", | |
| "\t\toutput = []\n", | |
| "\t\tfor elem in device_id:\n", | |
| "\t\t\tdevice_id[elem] = sorted(device_id[elem], key=self.myKey)\n", | |
| "\t\t\tdevice_id[elem] = ', '.join([row[1] for row in device_id[elem]])\n", | |
| "\t\t\toutput.append('%s: ' % elem + device_id[elem])\n", | |
| "\n", | |
| "\t\toutput_string = ''\n", | |
| "\t\toutput = sorted(output)\n", | |
| "\t\tfor elem in output:\n", | |
| "\t\t\toutput_string += elem + '\\n'\n", | |
| "\t\treturn output_string.rstrip('\\n')\n", | |
| "\n", | |
| "\tdef deviceId(self):\n", | |
| "\t\tdevice_id = {}\n", | |
| "\t\tfor elem in self.data:\n", | |
| "\t\t\tif elem[2] in device_id:\n", | |
| "\t\t\t\tdevice_id[elem[2]].append((elem[0], elem[1], elem[3]))\n", | |
| "\t\t\telse:\n", | |
| "\t\t\t\tdevice_id[elem[2]] = [(elem[0], elem[1], elem[3])]\n", | |
| "\t\treturn device_id\n", | |
| "\n", | |
| "\tdef commonPaths(self):\n", | |
| "\t\tdevice_id = self.deviceId()\n", | |
| "\t\tfor elem in device_id:\n", | |
| "\t\t\tdevice_id[elem] = sorted(device_id[elem], key=self.myKey)\n", | |
| "\t\t\tnew_dict = {}\n", | |
| "\t\t\tfor item in device_id[elem]:\n", | |
| "\t\t\t\tif item[1] in new_dict:\n", | |
| "\t\t\t\t\tnew_dict[item[1]].append(item[2])\n", | |
| "\t\t\t\telse:\n", | |
| "\t\t\t\t\tnew_dict[item[1]] = [item[2]]\n", | |
| "\t\t\tdevice_id[elem] = new_dict\n", | |
| "\n", | |
| "\t\tanswer_dict = {}\n", | |
| "\t\tfor elem in device_id:\n", | |
| "\t\t\tif elem:\n", | |
| "\t\t\t\tfor key in device_id[elem]:\n", | |
| "\t\t\t\t\tpath = ', '.join([row for row in device_id[elem][key]])\n", | |
| "\t\t\t\t\tif path in answer_dict:\n", | |
| "\t\t\t\t\t\tanswer_dict[path] += 1\n", | |
| "\t\t\t\t\telse:\n", | |
| "\t\t\t\t\t\tanswer_dict[path] = 1\n", | |
| "\t\t\n", | |
| "\t\tsorted_dict = sorted(answer_dict.items(), key=operator.itemgetter(1), reverse=True)\n", | |
| "\t\toutput_string = ''\n", | |
| "\t\tfor item in sorted_dict[:20]:\n", | |
| "\t\t\toutput_string += '%s: ' % item[1] + item[0] + '\\n'\n", | |
| "\t\treturn output_string.rstrip('\\n')\n", | |
| "\n", | |
| "\tdef userChannelPaths(self):\n", | |
| "\t\tuser_channel_paths = self.deviceId()\n", | |
| "\n", | |
| "\t\tempty_user_dict = {}\n", | |
| "\t\tif '' in user_channel_paths:\n", | |
| "\t\t\tfor elem in user_channel_paths['']:\n", | |
| "\t\t\t\tif elem[1] in empty_user_dict:\n", | |
| "\t\t\t\t\tempty_user_dict[elem[1]].append(elem)\n", | |
| "\t\t\t\telse:\n", | |
| "\t\t\t\t\tempty_user_dict[elem[1]] = [elem]\n", | |
| "\t\t\t\t\n", | |
| "\t\toutput = []\n", | |
| "\t\tfor key in user_channel_paths:\n", | |
| "\t\t\tif key:\n", | |
| "\t\t\t\tkey_dict = {}\n", | |
| "\t\t\t\tfor user_device_id in user_channel_paths[key]:\n", | |
| "\t\t\t\t\tif user_device_id[1] not in key_dict:\n", | |
| "\t\t\t\t\t\tkey_dict[user_device_id[1]] = True\n", | |
| "\t\t\t\tfor keys in key_dict:\n", | |
| "\t\t\t\t\tif keys in empty_user_dict:\n", | |
| "\t\t\t\t\t\tuser_channel_paths[key].extend(empty_user_dict[keys])\n", | |
| "\t\t\t\tuser_channel_paths[key] = sorted(user_channel_paths[key], key=self.myKey)\n", | |
| "\t\t\t\toutput.append('%s: ' % key + ', '.join([row[2] for row in user_channel_paths[key]]))\n", | |
| "\t\toutput_string = ''\n", | |
| "\t\toutput = sorted(output)\n", | |
| "\t\tfor elem in output:\n", | |
| "\t\t\toutput_string += elem + '\\n'\n", | |
| "\t\treturn output_string.rstrip('\\n')\n", | |
| "\n", | |
| "def main(filename):\n", | |
| "\tmyEvent = Event(filename)\n", | |
| "\t#print myEvent.deviceChannelPaths()\n", | |
| "\t#print myEvent.commonPaths()\n", | |
| "\tprint myEvent.userChannelPaths()\n", | |
| "\n", | |
| "#if __name__ == '__main__':\n", | |
| "#\tmain()\n" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 16, | |
| "metadata": { | |
| "collapsed": false | |
| }, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "aaron: mobile, display\n", | |
| "abbie: mobile\n", | |
| "abby: display, mobile, display, display\n", | |
| "abdul: display, mobile, video, video, video, search, display\n", | |
| "abel: video, search, video, social\n", | |
| "abigail: search\n", | |
| "abraham: display, display, mobile\n", | |
| "ada: social, display, display, video\n", | |
| "adan: display\n", | |
| "addie: mobile, search, video, video, social, video, search, display\n", | |
| "adela: display, video, mobile, display, display, display, display, display, display\n", | |
| "adelaide: social, display, search, video, video, display, social\n", | |
| "adele: social\n", | |
| "adelina: video, display\n", | |
| "adeline: display\n", | |
| "adolph: video, display, video, display, video, search, display\n", | |
| "adrian: search\n", | |
| "adriana: display, display\n", | |
| "adrienne: mobile, mobile, mobile, display\n", | |
| "agatha: display, display\n", | |
| "agnes: display, display, video, video, display, video, display\n", | |
| "agustin: display, mobile, display, email, display, search, display, mobile\n", | |
| "aida: display, search\n", | |
| "aileen: display, video\n", | |
| "aimee: video\n", | |
| "aisha: display, display, display, display, video\n", | |
| "al: display\n", | |
| "alan: mobile\n", | |
| "alana: display, display\n", | |
| "alba: display, mobile, display, affiliate, video, display, video\n", | |
| "albert: display\n", | |
| "alberta: display, display, display, display, display\n", | |
| "alberto: display, video, search\n", | |
| "aldo: display, video\n", | |
| "alecia: display, mobile, video, video, video, video, video\n", | |
| "alejandra: display, mobile, display\n", | |
| "alene: display\n", | |
| "alex: display\n", | |
| "alexander: display, social\n", | |
| "alexandra: display, display, video, display, display, video, mobile, display\n", | |
| "alexandria: video\n", | |
| "alexis: search\n", | |
| "alfonso: display, display, display, display, social, display\n", | |
| "alfred: display, search, video, mobile, display, display, video, video, display\n", | |
| "alfreda: display, display\n", | |
| "alfredo: display, mobile\n", | |
| "ali: video\n", | |
| "alice: display, social, mobile, display, display, search, display, display, video, mobile, affiliate\n", | |
| "alisa: mobile, display, display, display, video\n", | |
| "alisha: display\n", | |
| "alissa: display, display\n", | |
| "allen: video, display\n", | |
| "allene: video\n", | |
| "allie: display, search, video, display, search\n", | |
| "allison: search\n", | |
| "allyson: video\n", | |
| "alma: video, video\n", | |
| "alonzo: display\n", | |
| "alphonse: display, display\n", | |
| "alphonso: video\n", | |
| "alta: mobile, video, display\n", | |
| "althea: video, display, display, mobile, display, video, display\n", | |
| "alton: display\n", | |
| "alvaro: mobile, mobile, mobile, video\n", | |
| "alvin: display, display\n", | |
| "alyson: display\n", | |
| "alyssa: display\n", | |
| "amanda: video, display, video, display, display\n", | |
| "amelia: display, search, display, mobile, display\n", | |
| "amie: mobile, video, video\n", | |
| "amos: display\n", | |
| "amy: display, display, display, search, display, video, video\n", | |
| "ana: mobile, video, display, video, display, mobile\n", | |
| "anastasia: video, display, display, display, display, video\n", | |
| "andre: display, display, mobile, display\n", | |
| "andrea: video, social, display, video, display\n", | |
| "andres: display, display, display, social, video, mobile, video, video\n", | |
| "andrew: display, video, display, display, video, display, social, display, display, display\n", | |
| "angel: email, mobile, display\n", | |
| "angela: display, video, video, video, video\n", | |
| "angelica: social, email, display, video, video, display, mobile\n", | |
| "angelique: social, mobile, display\n", | |
| "angelita: display, search, search, mobile, video, display\n", | |
| "angelo: display\n", | |
| "angie: video, display, video, video, search, display\n", | |
| "anita: display, video, display, search, search\n", | |
| "ann: display, display\n", | |
| "anna: display, display, display, display, display\n", | |
| "annabelle: display, display, video, display, display, search\n", | |
| "anne: display, display\n", | |
| "annette: video, display\n", | |
| "annmarie: mobile, mobile, social\n", | |
| "anthony: display, mobile\n", | |
| "antionette: search, display\n", | |
| "antoine: mobile, video, video\n", | |
| "antoinette: search, display, mobile, video, display\n", | |
| "antonia: display\n", | |
| "antonio: display\n", | |
| "antony: mobile, mobile, display, display, display, display\n", | |
| "april: display, native, display, video, video, mobile, display, display, video, search, display, video\n", | |
| "archie: display, display\n", | |
| "arline: video, search\n", | |
| "armando: display, video, display\n", | |
| "arnulfo: display\n", | |
| "arron: mobile, video, mobile, display, display\n", | |
| "arthur: search, display, social, display, display, video\n", | |
| "arturo: video, display, video, video\n", | |
| "ashlee: display\n", | |
| "ashleigh: mobile, display, display, display\n", | |
| "ashley: display, display\n", | |
| "athena: native, video, email, video, display, video, display, display, display\n", | |
| "aubrey: display, display, mobile\n", | |
| "audra: mobile, display, display, video, display, affiliate\n", | |
| "august: video, display, video, display\n", | |
| "augusta: video, search, display, social\n", | |
| "augustine: social, display, display\n", | |
| "aurelia: video, video, mobile, display, video, display, display, mobile, video, display, display, display, display\n", | |
| "aurelio: video, video, display, mobile, video\n", | |
| "aurora: mobile\n", | |
| "austin: search\n", | |
| "autumn: video, mobile, display, mobile\n", | |
| "ava: display, display, video, video, display\n", | |
| "avery: display, display, display\n", | |
| "avis: display, display, search, video, video, video\n", | |
| "barbra: video, display, display, video, social, display, video\n", | |
| "barney: display, mobile, video\n", | |
| "barry: mobile, video, mobile\n", | |
| "bart: display\n", | |
| "basil: display, display, video, video, display, display\n", | |
| "beatriz: display\n", | |
| "belinda: video, video\n", | |
| "belle: video, display, display, video, video, display\n", | |
| "benita: video, display, mobile, display, video\n", | |
| "benito: video, video, display, display, mobile, display\n", | |
| "benjamin: display, display, mobile, video, video, email, mobile\n", | |
| "bennie: social, display, video, video\n", | |
| "benny: display, search, display, display, display, display\n", | |
| "bernadette: display\n", | |
| "bernadine: search\n", | |
| "bernardo: display, display\n", | |
| "bernice: display, video, video, display, social, display, display, display, display\n", | |
| "bernie: display\n", | |
| "berry: video, mobile, display\n", | |
| "bert: video, display, video\n", | |
| "berta: video, mobile, display, video\n", | |
| "bertha: display, display, display\n", | |
| "bess: mobile\n", | |
| "bessie: display, mobile, display\n", | |
| "bethany: mobile, video, display, display, mobile\n", | |
| "betsy: mobile, display, display\n", | |
| "bette: display\n", | |
| "bettie: video, display, mobile, display, display, video, display, display, display\n", | |
| "bettye: display, search, search, mobile\n", | |
| "beulah: display, search\n", | |
| "beverley: display, display, video, search, social\n", | |
| "bill: search, video, search, display, display\n", | |
| "billie: video, display, display\n", | |
| "billy: video, video, display\n", | |
| "birdie: display, video, display, video\n", | |
| "blair: display, display, display, display, display, video, display\n", | |
| "blake: display, mobile, display\n", | |
| "blanca: mobile, video, display, display, social, display, display, search\n", | |
| "blanche: search, display, display, display\n", | |
| "bob: social, search, social, video, display, display, display, display, display\n", | |
| "bobbi: display, social, display, display, mobile, search, display, display, mobile, display, video, display, display\n", | |
| "bobbie: mobile, video\n", | |
| "booker: video, display\n", | |
| "boyd: display, video\n", | |
| "bradley: display, display, display, display\n", | |
| "brady: mobile, mobile\n", | |
| "brain: video, display\n", | |
| "branden: video, display, display\n", | |
| "brandi: display, video, display\n", | |
| "brandie: mobile, video, video, display, display, video\n", | |
| "brandon: display, video, display, display, search, display, mobile, display, display\n", | |
| "brandy: display\n", | |
| "brendan: search, video, video, display, video, mobile\n", | |
| "brent: mobile\n", | |
| "brett: display, search, display, display\n", | |
| "brian: display, display\n", | |
| "briana: display, video, video, video\n", | |
| "brianna: search, video, video, video, video\n", | |
| "bridget: display\n", | |
| "bridgett: mobile, video, social, display\n", | |
| "brigitte: video, display, video, display\n", | |
| "britney: display, video\n", | |
| "brittany: search, display, video, display\n", | |
| "brooke: video, display, display\n", | |
| "bruce: display, video\n", | |
| "bruno: search, video, display, display\n", | |
| "bryan: display\n", | |
| "bryant: display, display, display, video, mobile\n", | |
| "bryon: video, mobile\n", | |
| "buddy: video, display, video, display\n", | |
| "burton: video, search, search, display\n", | |
| "caitlin: display, display\n", | |
| "caleb: display\n", | |
| "callie: search, display, display, social, video\n", | |
| "calvin: mobile, mobile, video, display\n", | |
| "cameron: display\n", | |
| "camilla: display, display\n", | |
| "camille: display\n", | |
| "candace: display, display\n", | |
| "candice: video, social, display\n", | |
| "candy: display, display, display\n", | |
| "cara: display, native, video, video\n", | |
| "caren: video, search, display, video\n", | |
| "cari: email, display, mobile\n", | |
| "carissa: search, mobile, display, video, display, search, search\n", | |
| "carl: display\n", | |
| "carla: search, mobile, mobile, mobile\n", | |
| "carlene: video, display, display\n", | |
| "carlo: display, display, video\n", | |
| "carlos: video, search, display\n", | |
| "carlton: mobile\n", | |
| "carly: video, display, display, video\n", | |
| "carmela: display\n", | |
| "carmella: display\n", | |
| "carmelo: mobile, mobile, social\n", | |
| "carmen: video, mobile, display\n", | |
| "carmine: display\n", | |
| "carol: display, video, video, display, mobile, display, display, display, display, display, video\n", | |
| "carole: display\n", | |
| "carolina: display, mobile, video\n", | |
| "caroline: video, display, video, display, display, video, search, social, display\n", | |
| "carolyn: display, video\n", | |
| "carrie: display\n", | |
| "carrol: mobile, display\n", | |
| "carson: video, display\n", | |
| "carter: video\n", | |
| "cary: display\n", | |
| "casandra: display, display\n", | |
| "casey: display\n", | |
| "cassie: display, display\n", | |
| "catalina: video, display\n", | |
| "catherine: search\n", | |
| "cathryn: display, video, display, display\n", | |
| "cathy: video, display, video, display\n", | |
| "catrina: display, video, display, display\n", | |
| "cecelia: display, mobile, video, mobile, search, display\n", | |
| "cecil: display, display, video, video, video, social, video, display\n", | |
| "cecile: display, display, video, mobile, display, mobile\n", | |
| "cecilia: search, display, display, search, mobile\n", | |
| "cedric: display\n", | |
| "celeste: social, email\n", | |
| "celestine: video, display\n", | |
| "celia: search, mobile, display\n", | |
| "celina: video, display, video\n", | |
| "cesar: video, video\n", | |
| "chadwick: display\n", | |
| "chance: display\n", | |
| "chandra: email\n", | |
| "chantel: display, display, video, social, display, video\n", | |
| "charity: video, display, display, display, mobile, search\n", | |
| "charlene: mobile\n", | |
| "charles: display, display, display, social\n", | |
| "charley: video, display, display\n", | |
| "charlotte: display, display, display, social, display, display\n", | |
| "charmaine: display, video, display\n", | |
| "chase: video, display, video, display, mobile\n", | |
| "chasity: display, social\n", | |
| "chelsea: mobile, display, search, display, display, display, display, display\n", | |
| "chelsey: display, mobile, search\n", | |
| "cherie: search, display\n", | |
| "cherry: mobile, display, display\n", | |
| "cheryl: video, display, display, display, mobile, video\n", | |
| "chester: display, video, video, search, video\n", | |
| "chloe: video, display\n", | |
| "chong: video\n", | |
| "chris: display, display, video, display\n", | |
| "christa: mobile, display, display, display\n", | |
| "christen: display, display, search, affiliate\n", | |
| "christi: display, video, display, mobile, mobile, video, mobile\n", | |
| "christian: mobile\n", | |
| "christie: display\n", | |
| "christin: display, display, display, display, display, display, video, video, social, display\n", | |
| "christina: video, display, display, display, display, search, display, search, mobile, native, display\n", | |
| "christine: search, display, display, video, video\n", | |
| "christopher: display, display, email, display, display\n", | |
| "christy: mobile, mobile\n", | |
| "chrystal: display, video\n", | |
| "chuck: video, display, display, display, display, display, display, mobile, social, display\n", | |
| "chung: video\n", | |
| "cindy: display, video, video, search, mobile, display, display\n", | |
| "claire: mobile, mobile, display\n", | |
| "clara: display, display, affiliate, video, video, display, display\n", | |
| "clarence: display\n", | |
| "clarice: display, social, display, display\n", | |
| "clarissa: display, search, display, mobile\n", | |
| "clark: display, search, display\n", | |
| "claude: display, search\n", | |
| "claudette: display, display\n", | |
| "clay: video\n", | |
| "clement: email, display, mobile, mobile, video, search, video\n", | |
| "cleo: video, mobile\n", | |
| "cleveland: social, video, display, display, display, email\n", | |
| "clifford: display, video\n", | |
| "clifton: video\n", | |
| "clint: display\n", | |
| "clinton: display, display, display, mobile, video, display, display, display, display\n", | |
| "clyde: display, display\n", | |
| "cody: display, display\n", | |
| "colby: display, display, search\n", | |
| "cole: display\n", | |
| "colin: social, display, video, display, search, display\n", | |
| "colleen: display, video, display, display\n", | |
| "collin: video, mobile, video\n", | |
| "concepcion: video, display, display\n", | |
| "concetta: mobile, display, affiliate, mobile, display, display, video, video, display\n", | |
| "connie: video\n", | |
| "constance: email\n", | |
| "consuelo: display\n", | |
| "cora: social, video, email, search, display\n", | |
| "corey: video\n", | |
| "corina: display, video, search, display, display\n", | |
| "cornelia: search\n", | |
| "cornelius: video, display, display, display, video, social, display\n", | |
| "cornell: display, mobile, search, email, social, mobile, display, mobile, display, mobile, search, social, display, video\n", | |
| "corrine: video, search, video, video, display, search, video, display, display, mobile, search\n", | |
| "cortney: mobile, display, search, display, video, mobile, display\n", | |
| "courtney: native, display\n", | |
| "coy: display\n", | |
| "craig: display, display, video, search, display, display\n", | |
| "cristina: video, mobile\n", | |
| "cruz: display\n", | |
| "curt: video\n", | |
| "curtis: video, video\n", | |
| "cynthia: display, display, mobile, display, video, display\n", | |
| "cyril: video, display, display, display, video\n", | |
| "cyrus: video, video, display\n", | |
| "dale: video, mobile, search, display, mobile, mobile\n", | |
| "dallas: display\n", | |
| "dalton: display, mobile\n", | |
| "damian: display, display, video, display, mobile\n", | |
| "damien: display, display, display, display, video\n", | |
| "damon: mobile, display\n", | |
| "dan: display\n", | |
| "danette: video, search, display, video\n", | |
| "danial: display, display, mobile\n", | |
| "daniel: mobile, video\n", | |
| "daniela: display\n", | |
| "danielle: display, search, video, mobile, search, display, video\n", | |
| "danna: search\n", | |
| "danny: display, display\n", | |
| "dante: display, display, display, mobile, video, display, display, mobile, mobile, display, display\n", | |
| "daphne: display, display\n", | |
| "dara: video\n", | |
| "darcy: video, display, video, display, video, display, search, display, search, display, display\n", | |
| "daren: video, display\n", | |
| "darin: display, video, mobile, display, display, display, video, display, video\n", | |
| "darla: display\n", | |
| "darlene: display, video\n", | |
| "darnell: mobile, display, display, display, display, search\n", | |
| "darrel: mobile, email\n", | |
| "darren: display, display\n", | |
| "darryl: mobile, display, display, display, search, display, display\n", | |
| "daryl: display, search, display, display, display, display, display\n", | |
| "dave: display, display, social\n", | |
| "david: video, search, display\n", | |
| "dawn: video, video\n", | |
| "dayna: display\n", | |
| "dean: display, mobile, video, video, social\n", | |
| "deana: display, video, video, video, video, display, display, display\n", | |
| "deann: video, display\n", | |
| "deanna: display, native\n", | |
| "deanne: display, search, display, display\n", | |
| "debbie: display, video, display, display, display, display, display\n", | |
| "debby: social\n", | |
| "debora: video\n", | |
| "deborah: display, video, social, social, social, display\n", | |
| "debra: search, search\n", | |
| "dee: video, social\n", | |
| "deena: video, display\n", | |
| "deidra: email, video, display, mobile, display\n", | |
| "deidre: video, display, mobile, video, display\n", | |
| "deirdre: video, video\n", | |
| "delbert: email, display, mobile, video, display, display, display, display, search, display, display, video\n", | |
| "delilah: video, video\n", | |
| "della: display, social, video, video, display, video\n", | |
| "delma: display, video, display, display, display, display\n", | |
| "delmar: display, display, mobile, display, display, display\n", | |
| "delores: display, video\n", | |
| "deloris: display, display\n", | |
| "delphine: search\n", | |
| "demetria: display\n", | |
| "demetrius: video, display\n", | |
| "denice: video, display, display\n", | |
| "denis: display, video, video, video\n", | |
| "denise: display, display, display\n", | |
| "denny: video, search, video, display\n", | |
| "deon: email, display, video, display\n", | |
| "derek: video\n", | |
| "derick: mobile, video\n", | |
| "derrick: video\n", | |
| "desiree: display, display, email, search, display, display\n", | |
| "desmond: social\n", | |
| "dessie: video\n", | |
| "destiny: video, social\n", | |
| "dewayne: video, mobile, display, display\n", | |
| "dewey: mobile, mobile, display, social, email\n", | |
| "diane: display\n", | |
| "diann: mobile\n", | |
| "dianna: display, display\n", | |
| "dianne: display, display, display, social\n", | |
| "diego: display, display\n", | |
| "dina: video, display, display, mobile\n", | |
| "dinah: video, display, video, display\n", | |
| "dion: display, display, display, mobile, video\n", | |
| "dionne: mobile, display, display, search\n", | |
| "dirk: display\n", | |
| "dixie: email, display, affiliate, display, display, display, display, display, mobile\n", | |
| "dollie: display, video, mobile, mobile\n", | |
| "dolly: video, video\n", | |
| "dolores: social\n", | |
| "domingo: social, video, display, display, mobile, display, display\n", | |
| "dominick: email, video, search, display, mobile, social, display\n", | |
| "dominique: mobile, email, video, display, display, social, display, video, display\n", | |
| "don: video, video, display, display, display, video, display\n", | |
| "donald: video\n", | |
| "donna: video\n", | |
| "donnell: search\n", | |
| "donnie: display\n", | |
| "donny: display, display, display, display, mobile, social, mobile\n", | |
| "donovan: video\n", | |
| "dora: display, social, search, mobile, display\n", | |
| "doreen: display, video\n", | |
| "doretha: display\n", | |
| "dorothea: search, display\n", | |
| "dorothy: social, display, display, display, video, display\n", | |
| "dorthy: video, display\n", | |
| "dottie: display\n", | |
| "doug: social, search\n", | |
| "douglas: video, social, video, display, display\n", | |
| "doyle: video, video, display, mobile, mobile, display\n", | |
| "drew: video, search\n", | |
| "duane: video, display\n", | |
| "duncan: display, video, video\n", | |
| "dwayne: display, display, mobile\n", | |
| "dwight: display, video, mobile\n", | |
| "earlene: display\n", | |
| "earline: video, display, video, display, mobile, display, video, video, video, video, display, display, display\n", | |
| "earnest: mobile, display\n", | |
| "earnestine: display\n", | |
| "eddie: search, video\n", | |
| "eddy: display, display, video\n", | |
| "edith: search, display, video, mobile, display\n", | |
| "edmond: social, video, display, display\n", | |
| "edmund: display, mobile, search, mobile, mobile, display, display\n", | |
| "eduardo: video, mobile\n", | |
| "edward: video, mobile\n", | |
| "edwina: search\n", | |
| "edythe: affiliate, video, display, display, mobile, display, display\n", | |
| "effie: display, mobile\n", | |
| "efrain: display, display, display, mobile, search\n", | |
| "elaine: display, video, display, display, mobile, search\n", | |
| "elda: display, video\n", | |
| "eldon: mobile, mobile, display\n", | |
| "eleanore: display, display, video, search, social, display, social, display\n", | |
| "eli: display, display\n", | |
| "elia: social\n", | |
| "elias: native, mobile, video\n", | |
| "elida: display, search, display, email\n", | |
| "elijah: display, video, display\n", | |
| "elinor: display, display, search, mobile, search, video\n", | |
| "elisa: video, display, video, display\n", | |
| "elisabeth: video, video\n", | |
| "elise: display\n", | |
| "elisha: display, mobile, display, display, video, native, display\n", | |
| "eliza: display, display, mobile, display, video\n", | |
| "elizabeth: search\n", | |
| "ella: display, video, display, display\n", | |
| "ellen: display, video, display\n", | |
| "elliot: mobile, mobile, social, display\n", | |
| "elliott: video, display, video, display, display\n", | |
| "ellis: display, search, video, video\n", | |
| "elmer: display\n", | |
| "elnora: display\n", | |
| "eloisa: video, video, display, video, video, search, social\n", | |
| "eloise: search, display, display, search, mobile, search, video, video, display\n", | |
| "elsie: video, display, social, display, mobile, email, display\n", | |
| "elton: video\n", | |
| "elva: display, video, display\n", | |
| "elvia: mobile, display, display, display, display, display, display, video, display, video, display, video, display\n", | |
| "elvin: display, display, display, search\n", | |
| "elvira: mobile, mobile, video, display, display, display, display, affiliate, search, search, email, display\n", | |
| "elvis: email, video, search, display, mobile\n", | |
| "elwood: video\n", | |
| "emanuel: display, video, display, display, search, display\n", | |
| "emerson: mobile, display, video\n", | |
| "emery: video, display\n", | |
| "emilia: display, video\n", | |
| "emilie: display, display, video, mobile, display, display\n", | |
| "emilio: display, video, mobile\n", | |
| "emily: display, display, display\n", | |
| "emma: display, search, display, email, display\n", | |
| "emmanuel: video, mobile, mobile, video, mobile, mobile\n", | |
| "emmett: video\n", | |
| "emory: social\n", | |
| "enrique: display, display, display, display\n", | |
| "eric: video, video, display, display, display, mobile, video\n", | |
| "erica: display, display, display, display, display, display\n", | |
| "erich: display, social, mobile, video, affiliate, video\n", | |
| "erick: video, video, display, mobile, video, display, display\n", | |
| "ericka: mobile, display, video, display, video, video, search, video\n", | |
| "erik: video, video, video, display, display\n", | |
| "erika: display, video, display\n", | |
| "erma: display, display, display, video, mobile\n", | |
| "erna: display, mobile, video, mobile, display, mobile, video, display, video\n", | |
| "ernest: display, display, video\n", | |
| "ernestina: mobile, video, display, display, video, display, video\n", | |
| "ernestine: display, social\n", | |
| "ernesto: search, video, display, display\n", | |
| "errol: mobile\n", | |
| "erwin: video, video, display, video\n", | |
| "essie: video\n", | |
| "esteban: mobile\n", | |
| "estela: video, display\n", | |
| "estella: mobile, display, display, mobile, display\n", | |
| "estelle: video, display\n", | |
| "ester: video, video, display, mobile, display, display, display, display\n", | |
| "esther: display, video, video, mobile\n", | |
| "ethan: display, video, social, video, video\n", | |
| "etta: mobile, display, social\n", | |
| "eugene: video, display, display, video, display, display, video, video\n", | |
| "eugenia: display, display, display, video\n", | |
| "eugenio: display, video, display, video\n", | |
| "eula: search, video, display, display\n", | |
| "eunice: display, email, display, social, search\n", | |
| "eva: video, display, display, video\n", | |
| "evan: search, display, display, video\n", | |
| "evangeline: video, mobile\n", | |
| "evelyn: display, video, video, display\n", | |
| "everett: display\n", | |
| "ezra: email, display\n", | |
| "fabian: display, mobile, display, display\n", | |
| "faith: display, display, social, display, display, display, display, video\n", | |
| "fannie: mobile, video, display\n", | |
| "fanny: display, video, display, mobile, display, search\n", | |
| "fatima: display\n", | |
| "fay: mobile, video, video, video\n", | |
| "federico: display, video\n", | |
| "felecia: display, display, video\n", | |
| "felicia: search\n", | |
| "felipe: display\n", | |
| "felix: display, display, video, display, display\n", | |
| "ferdinand: display, video, affiliate\n", | |
| "fern: display\n", | |
| "fletcher: display, display, display, display\n", | |
| "flora: display, video, display, display\n", | |
| "florence: display\n", | |
| "flossie: search\n", | |
| "floyd: video, affiliate, display, social, display, display, display, video, video\n", | |
| "forest: display, video, display, search\n", | |
| "forrest: affiliate, video, display\n", | |
| "fran: video, display, display, display, video, email, display, affiliate, display, search, video, display, display\n", | |
| "francesca: display\n", | |
| "francis: video, video\n", | |
| "francisca: display\n", | |
| "francisco: video, video, display, social\n", | |
| "frankie: video\n", | |
| "fred: display\n", | |
| "freda: display, social, display, display\n", | |
| "freddie: search\n", | |
| "frederic: display, search, search, display, social, video\n", | |
| "frederick: mobile\n", | |
| "freeman: video\n", | |
| "freida: display, display, video\n", | |
| "gabriel: display, video, display, mobile, display, mobile, display, display, display\n", | |
| "gabriela: search\n", | |
| "gabrielle: video, display, display, video, display, video\n", | |
| "gale: video, display, mobile, display, display, search, display\n", | |
| "garland: display\n", | |
| "garry: display, display, display\n", | |
| "garth: mobile, search, display, video, mobile, display\n", | |
| "gary: display\n", | |
| "gavin: search, display\n", | |
| "gay: display\n", | |
| "gayla: display\n", | |
| "gayle: video, social, display, affiliate, display, display\n", | |
| "genaro: video, display\n", | |
| "gene: search, video, display, video, display, display, video\n", | |
| "geneva: mobile, video, display, video\n", | |
| "genevieve: display, search, mobile, display, display, display, native, video, video, email\n", | |
| "geoffrey: display\n", | |
| "george: display\n", | |
| "georgette: display\n", | |
| "georgina: social\n", | |
| "gerald: display, mobile, search, video, display, video, display, display, search, video, mobile, display, display, display, display\n", | |
| "geraldine: mobile, display, video\n", | |
| "geri: display\n", | |
| "germaine: display\n", | |
| "german: video, video, mobile, video\n", | |
| "gerry: display, display, display, display, video, display, display\n", | |
| "gilbert: display\n", | |
| "gilberto: display\n", | |
| "gilda: email\n", | |
| "gina: search, display\n", | |
| "ginger: display, display, display, video, display\n", | |
| "giovanni: display\n", | |
| "gladys: display, display, mobile, mobile, display, video, display\n", | |
| "glen: video\n", | |
| "glenda: display, video, video, video\n", | |
| "glenn: video\n", | |
| "glenna: video, display, mobile, video, display, video\n", | |
| "gloria: video, mobile, display, video, video, mobile\n", | |
| "goldie: display, video, display\n", | |
| "gonzalo: mobile, video, display\n", | |
| "gordon: mobile, mobile\n", | |
| "gracie: display, video\n", | |
| "graciela: display, video, display, email, video, display\n", | |
| "graham: search\n", | |
| "grant: video\n", | |
| "greg: mobile, display, video, display, display\n", | |
| "gregg: display, social, display, display\n", | |
| "gregorio: display, video, mobile, display, display, display, display, social, display, email, video, video\n", | |
| "gregory: video, display, display, display, display, video, video, display, mobile, display, display, display, mobile\n", | |
| "greta: display, display, mobile, display, search, display\n", | |
| "gretchen: display, display, display, video\n", | |
| "griselda: display\n", | |
| "grover: mobile, mobile, video, mobile, display\n", | |
| "guadalupe: mobile, video\n", | |
| "guillermina: display\n", | |
| "guillermo: display\n", | |
| "gus: search\n", | |
| "gussie: display, display\n", | |
| "gustavo: display, display, display, display, display\n", | |
| "guy: display\n", | |
| "gwen: video\n", | |
| "gwendolyn: video\n", | |
| "hal: search\n", | |
| "hallie: display\n", | |
| "hannah: video, display\n", | |
| "hans: mobile, display, video\n", | |
| "harlan: display\n", | |
| "harley: display, display, display, mobile, mobile, display\n", | |
| "harold: video, mobile, display, display, video, search, display, display\n", | |
| "harriet: display, email, display, search\n", | |
| "harriett: display, display, video, display\n", | |
| "harris: display\n", | |
| "harry: video, video, display, mobile, display, video\n", | |
| "harvey: display\n", | |
| "hattie: native\n", | |
| "heath: video\n", | |
| "heather: video, display\n", | |
| "hector: display, display, video, mobile\n", | |
| "helena: display, display, display, display, display\n", | |
| "helene: mobile, display\n", | |
| "helga: video\n", | |
| "henrietta: display, search, display\n", | |
| "herbert: display, search, search, display\n", | |
| "heriberto: display\n", | |
| "herminia: display, display\n", | |
| "herschel: search, social, video\n", | |
| "hester: display, video\n", | |
| "hilary: display, video, social, display, display, mobile, display, mobile, video, display, email, display, display\n", | |
| "hilda: display, search, display, video, social\n", | |
| "hillary: display, video\n", | |
| "hiram: video, video, search, mobile, display, search, display, display\n", | |
| "hollie: display\n", | |
| "holly: display, display\n", | |
| "homer: search, display\n", | |
| "hope: display\n", | |
| "horace: display, display, display, display\n", | |
| "hortencia: display, display, display, display\n", | |
| "houston: mobile, display, video, display, video, display\n", | |
| "howard: video, affiliate, display, video, display, display, native\n", | |
| "hubert: video, video\n", | |
| "hugh: display, video, video, email, display, display, display, video, video, mobile, video, mobile\n", | |
| "hugo: video, search\n", | |
| "humberto: mobile, search\n", | |
| "hung: video, video\n", | |
| "hunter: mobile, display\n", | |
| "ian: display, video, display\n", | |
| "ida: display, display, email, video, mobile\n", | |
| "ila: display, display\n", | |
| "ilene: mobile, native, display, display, video, display, search, video, video\n", | |
| "imelda: mobile, search, display\n", | |
| "imogene: video, social\n", | |
| "ines: video, social\n", | |
| "inez: mobile, display, display, display, mobile, video, search\n", | |
| "ingrid: display\n", | |
| "iola: display\n", | |
| "iona: display, video, display, mobile\n", | |
| "ira: display\n", | |
| "iris: video, video, display, search\n", | |
| "irvin: mobile\n", | |
| "irwin: display\n", | |
| "isaac: display, display, display\n", | |
| "isabel: display, display\n", | |
| "isabelle: social\n", | |
| "isaiah: display, display, video, mobile, video\n", | |
| "isidro: display, display, mobile, video\n", | |
| "ismael: display\n", | |
| "israel: mobile, display, video, display, display, display, mobile\n", | |
| "issac: video, affiliate\n", | |
| "iva: affiliate, display, display, search\n", | |
| "ivan: video, display, display, video, display\n", | |
| "ivette: display, display, mobile, display\n", | |
| "ivory: display, search, mobile, display, display, mobile, mobile, video, mobile, display\n", | |
| "ivy: video, video, display, video\n", | |
| "jack: mobile\n", | |
| "jackie: mobile\n", | |
| "jacklyn: video\n", | |
| "jackson: display, video, native, social\n", | |
| "jaclyn: affiliate, display, display, search\n", | |
| "jacob: display, display, display, video\n", | |
| "jacqueline: display\n", | |
| "jacques: display, display\n", | |
| "jade: mobile, display\n", | |
| "jaime: display, video, display, search, display, display\n", | |
| "jake: display, search, display, video, video, video, social, display, display, affiliate\n", | |
| "jamal: display, mobile\n", | |
| "jame: display\n", | |
| "jamel: display\n", | |
| "james: display, mobile, video\n", | |
| "jamey: social, video\n", | |
| "jami: display\n", | |
| "jamie: mobile, display, display\n", | |
| "jan: display, search\n", | |
| "jana: video\n", | |
| "jane: search, mobile\n", | |
| "janel: display, display\n", | |
| "janell: search, mobile, search, video, display, display\n", | |
| "janelle: display, display\n", | |
| "janet: search, search\n", | |
| "janette: display\n", | |
| "janice: mobile\n", | |
| "janie: display, search\n", | |
| "janine: search, mobile, video, video, display\n", | |
| "janis: display, video, video, video, display, mobile, video\n", | |
| "janna: display, display, video, display, video, display, video, display, video\n", | |
| "jannie: email, display, display\n", | |
| "jaqueline: mobile\n", | |
| "jared: display\n", | |
| "jarrett: display, mobile\n", | |
| "jarrod: video, display, video\n", | |
| "jasmin: video, display, display, affiliate, video\n", | |
| "jasmine: display\n", | |
| "jason: video, search, video, display, display, display, display, affiliate\n", | |
| "jasper: display, social, display, display, display, video, video, display, display, mobile, mobile, display\n", | |
| "javier: mobile, display, video\n", | |
| "jay: video\n", | |
| "jeanette: video, social\n", | |
| "jeanie: display, search, display, display, video, display\n", | |
| "jeanine: display, mobile, display\n", | |
| "jeanna: video, display, mobile, display, display, display, mobile, mobile, video, mobile, video, mobile, display\n", | |
| "jeannette: search\n", | |
| "jeannie: email, display, search\n", | |
| "jeff: display, video\n", | |
| "jefferson: mobile, display, video, display\n", | |
| "jeffry: display\n", | |
| "jena: display, display\n", | |
| "jenifer: display\n", | |
| "jennie: display, display, video\n", | |
| "jennifer: video, mobile\n", | |
| "jenny: display, video, display\n", | |
| "jerald: video\n", | |
| "jeremiah: video, mobile, display, display\n", | |
| "jeremy: video, social, video, video\n", | |
| "jeri: mobile, display\n", | |
| "jerry: display, social\n", | |
| "jesse: video, video, mobile\n", | |
| "jessica: video, display, display\n", | |
| "jesus: video, display, video, display\n", | |
| "jewel: video, mobile, video, video\n", | |
| "jewell: display, display, social\n", | |
| "jill: display, video, display, display, display, search, video, display, video, social, mobile, display, display, video\n", | |
| "jillian: search\n", | |
| "jim: display\n", | |
| "jimmie: video, display\n", | |
| "jimmy: mobile\n", | |
| "joan: display\n", | |
| "joanna: display, video, social\n", | |
| "joanne: video\n", | |
| "joaquin: display, search, social, display\n", | |
| "jocelyn: video\n", | |
| "jodi: display, video\n", | |
| "jodie: search, video, display, display, display\n", | |
| "jody: display, display, display\n", | |
| "joe: video, search\n", | |
| "joel: display, display, display, email, display, display, display, video, display, display\n", | |
| "joesph: search, display, display\n", | |
| "johanna: mobile, mobile, video, display\n", | |
| "john: video, video, display, display, display, video\n", | |
| "johnathan: display, display, mobile, display\n", | |
| "johnathon: affiliate, video, email, display, video, display, video, video\n", | |
| "johnie: display\n", | |
| "johnnie: video, video, display, mobile, mobile\n", | |
| "johnny: mobile, display, display, video, display, social, video, mobile\n", | |
| "jolene: display, video, display\n", | |
| "jon: display\n", | |
| "jonas: video, display\n", | |
| "jonathan: video, display, video, mobile, mobile, mobile, social, video, mobile, social, display\n", | |
| "jonathon: display, display, display, video\n", | |
| "joni: video, video\n", | |
| "jordan: display, display, video, mobile\n", | |
| "jorge: display, video, display, display, mobile, display\n", | |
| "jose: video, video, display, display\n", | |
| "josefa: video, search, search, display, video, display\n", | |
| "josefina: native, mobile, display, video, native, video\n", | |
| "joseph: display, display\n", | |
| "josephine: display, display, video, display\n", | |
| "josh: display, video, display, display, display, video, display, display, display, mobile\n", | |
| "joshua: display, display, display, video, display\n", | |
| "josie: display, display, display\n", | |
| "joy: display, video, display, display, video, display, social\n", | |
| "joyce: video, display\n", | |
| "juan: display, mobile, video, email, display, video, display, video\n", | |
| "juana: display\n", | |
| "judi: video\n", | |
| "judith: display, display\n", | |
| "judy: display, display, display, search, display, display, video\n", | |
| "julia: video, display\n", | |
| "julian: display, display\n", | |
| "juliana: social\n", | |
| "julie: video, display, display, video, display\n", | |
| "juliet: search, mobile, display\n", | |
| "juliette: video, display, mobile\n", | |
| "julius: display, mobile\n", | |
| "june: mobile, display, display, video, display, display\n", | |
| "junior: display, email, display\n", | |
| "justin: social\n", | |
| "justina: mobile, display, video, display\n", | |
| "justine: display, display\n", | |
| "kaitlin: display, display\n", | |
| "kaitlyn: display, video, affiliate\n", | |
| "kara: video\n", | |
| "karen: display, display, mobile, display\n", | |
| "kari: display, video\n", | |
| "karin: display, display, display, display, video, display, video, display, display, display\n", | |
| "karina: video, display, mobile, display, video\n", | |
| "karl: display, mobile, display, display\n", | |
| "karla: display, display, display, mobile, video\n", | |
| "karrie: display, display, search, display\n", | |
| "karyn: display, video, search, display, mobile, display, display, video, display, search, display, video, display\n", | |
| "kate: display, video, display\n", | |
| "katelyn: display, display\n", | |
| "katharine: mobile, video, mobile, display, display, mobile, display, social, display, display, display, display, mobile\n", | |
| "katherine: display, display, mobile\n", | |
| "katheryn: mobile, display, display\n", | |
| "kathi: display, display, mobile\n", | |
| "kathie: affiliate\n", | |
| "kathleen: social, display, display, display, social, video, display, social, video, display, display, search\n", | |
| "kathrine: display, display, display, video\n", | |
| "kathy: mobile\n", | |
| "katie: display\n", | |
| "katina: video, display, video\n", | |
| "katrina: mobile, display, video\n", | |
| "katy: mobile\n", | |
| "kay: mobile, search, mobile, search, video\n", | |
| "kaye: mobile\n", | |
| "kayla: video, display, display, display, display, search\n", | |
| "keisha: display, display, video, display, display, mobile\n", | |
| "keith: display, display, display, video, display, video, display\n", | |
| "kelley: display, display, display, mobile, display\n", | |
| "kelli: video, display\n", | |
| "kellie: display, display, social, display, video, video\n", | |
| "kelsey: display, display, video, search\n", | |
| "kelvin: search, video, email\n", | |
| "ken: display\n", | |
| "kendra: mobile\n", | |
| "kendrick: video, display\n", | |
| "kenneth: video, mobile, mobile\n", | |
| "kennith: display, display, video, display\n", | |
| "kenny: video, display\n", | |
| "kent: display, display, display, display, mobile, video, display, display\n", | |
| "kenya: display, search, search, display\n", | |
| "keri: display, display, mobile, mobile, display, search, display\n", | |
| "kermit: video\n", | |
| "kerri: mobile\n", | |
| "kerry: display, search, mobile, mobile, display, video, video, video, search\n", | |
| "kevin: display\n", | |
| "kim: display, display, video\n", | |
| "kimberlee: social, video\n", | |
| "kimberley: mobile, display, display, display, video\n", | |
| "kirby: search, display\n", | |
| "kirk: video, search, video, display\n", | |
| "kirsten: display\n", | |
| "kitty: mobile, display, mobile, video, display, search\n", | |
| "kris: affiliate, display, video, display\n", | |
| "krista: video, display, display, email, video, display, display\n", | |
| "kristen: mobile, display, video, display\n", | |
| "kristi: display, display, mobile\n", | |
| "kristie: mobile, video, display\n", | |
| "kristin: display\n", | |
| "kristina: display, search, search, display, display, display, display, display, social\n", | |
| "kristine: video, search, native, mobile, mobile\n", | |
| "kristopher: video, display\n", | |
| "kristy: video\n", | |
| "krystal: native\n", | |
| "krystle: display\n", | |
| "kurt: display, mobile\n", | |
| "kyle: mobile, display, social\n", | |
| "lacey: display, video, display, display, display, video\n", | |
| "lacy: display, video\n", | |
| "ladonna: video\n", | |
| "lakeisha: mobile, mobile\n", | |
| "lakesha: display, display, social\n", | |
| "lakisha: video\n", | |
| "lamar: search, display\n", | |
| "lamont: video, video, social\n", | |
| "lance: display, display, search, video\n", | |
| "landon: video, display\n", | |
| "lane: display, search, video\n", | |
| "lara: display\n", | |
| "larry: display, search, display, display\n", | |
| "lashonda: display, display, mobile\n", | |
| "latasha: display\n", | |
| "latisha: video, search, display, display\n", | |
| "latonya: display, video, display\n", | |
| "latoya: display, display, display\n", | |
| "latrice: video\n", | |
| "lauren: display, display\n", | |
| "lauri: display, mobile, display, display, video, mobile, social, display, display, display, mobile\n", | |
| "laurie: display, mobile, video, display, video, display, display, mobile\n", | |
| "laverne: display, video, native, video, video\n", | |
| "lavonne: display, display\n", | |
| "lawanda: display, display\n", | |
| "lawrence: display, display, display, display, display\n", | |
| "lazaro: display, video, display, display\n", | |
| "leann: display, video, video\n", | |
| "leanna: search, affiliate, mobile, mobile, display\n", | |
| "leanne: display\n", | |
| "leeann: display, display, video, video, display, display, display, display\n", | |
| "leigh: display, video\n", | |
| "leila: video, video, display, display\n", | |
| "lela: display, display\n", | |
| "leland: display, display, display, display\n", | |
| "lelia: display\n", | |
| "lena: search, display, display, mobile, display\n", | |
| "lenore: display, display, email\n", | |
| "leo: display, search, display\n", | |
| "leola: video, video, video\n", | |
| "leon: mobile\n", | |
| "leona: display, video, display, video, video, email, video, display, display, display\n", | |
| "leonard: display, display, display, display, display, video\n", | |
| "leonardo: video, video\n", | |
| "leonel: video, display, video, display\n", | |
| "leora: display\n", | |
| "leroy: video, mobile\n", | |
| "lesley: display\n", | |
| "leslie: video, display, display, video, mobile\n", | |
| "lessie: display, display\n", | |
| "lester: video\n", | |
| "leta: video\n", | |
| "letha: video, display\n", | |
| "leticia: display, video, display, mobile, social\n", | |
| "letitia: display, display, display, video, mobile, display\n", | |
| "levi: video, video, email, mobile, display, display, mobile, display, display\n", | |
| "libby: mobile, display, video, video\n", | |
| "lidia: display, mobile, display\n", | |
| "lila: display, display, display, display, display, display, mobile, mobile\n", | |
| "lilia: mobile, video, display, mobile\n", | |
| "liliana: display\n", | |
| "lillian: display\n", | |
| "lillie: display, display, display, display, display, search, display, video, display, display, search, display, mobile, display, video, display\n", | |
| "lilly: display\n", | |
| "lily: display, display, search, display\n", | |
| "lina: video, display\n", | |
| "linda: display\n", | |
| "lindsay: display\n", | |
| "lindsey: video\n", | |
| "lionel: display, display\n", | |
| "lisa: display, display\n", | |
| "liz: mobile\n", | |
| "liza: display, display, display, display\n", | |
| "lizzie: display, video, video\n", | |
| "lloyd: video, display, display\n", | |
| "logan: search\n", | |
| "lois: display, video, display\n", | |
| "lola: display\n", | |
| "lolita: display, display, video, mobile, affiliate\n", | |
| "lona: video, display, display, display\n", | |
| "loraine: email, display, display, display, display\n", | |
| "lorena: mobile, display, video\n", | |
| "lorene: display, display, display, video, video, search\n", | |
| "lorenzo: search, display\n", | |
| "lori: search\n", | |
| "lorie: mobile, display\n", | |
| "lorna: display, display, video, mobile, video, display\n", | |
| "lorrie: display, mobile\n", | |
| "lottie: video\n", | |
| "lou: video, display, mobile, search, display\n", | |
| "louie: display, video\n", | |
| "louis: video\n", | |
| "louisa: mobile, display, mobile, social, display, display, display\n", | |
| "louise: display, video, email, video, search\n", | |
| "lowell: search, display, video, video, email, video, display\n", | |
| "loyd: mobile, search, video\n", | |
| "luann: mobile, video\n", | |
| "lucas: display, video, display, display\n", | |
| "lucia: video, email, display, display\n", | |
| "lucien: video, display, video\n", | |
| "lucile: mobile, display\n", | |
| "lucille: display\n", | |
| "lucinda: video\n", | |
| "lucretia: video, mobile, display, search\n", | |
| "luis: display, video, video, native\n", | |
| "lula: display, display, display, mobile\n", | |
| "lupe: video, mobile\n", | |
| "luther: search\n", | |
| "luz: search, video, mobile\n", | |
| "lydia: mobile\n", | |
| "lynda: display, video\n", | |
| "lynette: display, mobile, display, social\n", | |
| "lynn: mobile, search, native, display, mobile\n", | |
| "lynne: video, mobile, display\n", | |
| "lynnette: display, email, video, display, display, display\n", | |
| "ma: display\n", | |
| "mabel: display, video, video\n", | |
| "mable: display, display, video\n", | |
| "madeleine: mobile, display, display, mobile, display\n", | |
| "madeline: display, video, display, display, display, mobile, social, display, mobile, display, display, display, display\n", | |
| "madge: video, social, display, display\n", | |
| "mae: video, mobile\n", | |
| "maggie: display\n", | |
| "mai: email, search, mobile, display\n", | |
| "major: video, display, display, display, video, video\n", | |
| "malcolm: video, display, display, social, display, video, email, display, display, video, social\n", | |
| "malinda: video, search, display, affiliate, video, display\n", | |
| "malissa: display, video\n", | |
| "mallory: display, video, video, display, display, affiliate\n", | |
| "mamie: display\n", | |
| "manuel: video, display, display\n", | |
| "manuela: video, display\n", | |
| "mara: display, video, mobile, display\n", | |
| "marc: display\n", | |
| "marcel: display, display, display\n", | |
| "marcelino: video, video\n", | |
| "marci: video, video, mobile, video, email\n", | |
| "marcie: display, video, mobile, video, display, video, video, search, display\n", | |
| "marco: video, display, display\n", | |
| "marcos: search\n", | |
| "marcus: display\n", | |
| "marcy: display, display, video, video\n", | |
| "margarita: display\n", | |
| "margery: display, display, display, video, video, video\n", | |
| "margie: video, video, video, video, mobile, display\n", | |
| "margo: video, social\n", | |
| "margot: display\n", | |
| "margret: search, search, display, mobile, search, video\n", | |
| "marguerite: mobile\n", | |
| "mari: social\n", | |
| "marian: mobile, display\n", | |
| "mariana: display, search, social, video\n", | |
| "marianne: video, display\n", | |
| "mariano: video, video, display, video\n", | |
| "maribel: video, native\n", | |
| "maricela: display, display, video, display\n", | |
| "marietta: display, video, search, display\n", | |
| "marilyn: video, email, display\n", | |
| "marilynn: video, display, display, video, mobile, search\n", | |
| "marina: display, mobile, video, display, display\n", | |
| "mario: affiliate, mobile, mobile, video\n", | |
| "marion: mobile, mobile, video, video, search, social, video\n", | |
| "marisela: mobile, video\n", | |
| "marisol: display, mobile, search, display, display\n", | |
| "marissa: mobile, video\n", | |
| "maritza: video\n", | |
| "marjorie: mobile, display, display, display, display, search\n", | |
| "mark: video, search, video\n", | |
| "marla: display, display\n", | |
| "marlene: display, display, display, video, video\n", | |
| "marlin: video, video\n", | |
| "marlon: display, mobile, display, social\n", | |
| "marquita: video\n", | |
| "marsha: display\n", | |
| "marshall: video\n", | |
| "marta: mobile\n", | |
| "martha: display\n", | |
| "martin: display, social, search\n", | |
| "martina: video, display, mobile, display\n", | |
| "marva: display\n", | |
| "marvin: video, social\n", | |
| "mary: video, social, display, affiliate\n", | |
| "maryann: display, mobile, video, video\n", | |
| "marybeth: display, video, display, search\n", | |
| "maryellen: mobile, display, display, video\n", | |
| "marylou: display, display\n", | |
| "mason: display\n", | |
| "mathew: video, search\n", | |
| "matilda: video, display, display, display, display, mobile\n", | |
| "matt: display, display, video\n", | |
| "matthew: display, mobile, display\n", | |
| "mattie: search, video, display, video, display\n", | |
| "maude: display, display, display, display, video, display, search, display\n", | |
| "maudie: video\n", | |
| "maura: video, social, display, display, display\n", | |
| "maurice: video, video\n", | |
| "mauricio: search, display, video\n", | |
| "maurine: display, video, display, search\n", | |
| "max: display, video, display, display, display, display\n", | |
| "maxwell: display, display\n", | |
| "maynard: video, search\n", | |
| "melanie: display\n", | |
| "melba: display\n", | |
| "melinda: display, display, mobile, video, video, social, display, display\n", | |
| "melisa: video, display, video, display\n", | |
| "melissa: display, social\n", | |
| "mellisa: display\n", | |
| "melody: mobile, mobile, display\n", | |
| "melvin: display\n", | |
| "mercedes: video\n", | |
| "meredith: display, mobile\n", | |
| "merle: display, video, display, display, display\n", | |
| "merrill: display, display, display\n", | |
| "merry: display, video, display, video, display, video, video, search, display\n", | |
| "mervin: mobile\n", | |
| "mia: search, display, display, mobile, display\n", | |
| "michael: display\n", | |
| "michaela: display, video\n", | |
| "micheal: display, video, display, display, display\n", | |
| "michel: display, display, display, display, display\n", | |
| "mickey: display, video\n", | |
| "miguel: mobile, search\n", | |
| "miles: social, display, display, mobile\n", | |
| "millard: social, video, video, search\n", | |
| "millicent: display\n", | |
| "millie: display\n", | |
| "milton: display, display\n", | |
| "mindy: display, display, display, video\n", | |
| "minerva: display, mobile, display\n", | |
| "minh: video\n", | |
| "minnie: display, email, display, display, display, mobile, video, display, display, video, display, display\n", | |
| "miriam: mobile, video, mobile\n", | |
| "misty: video, video, video, display\n", | |
| "mitchell: display, video, video, display, search, display\n", | |
| "mitzi: social, display, search\n", | |
| "mohammad: display, display, email, display\n", | |
| "mohammed: social, display, display\n", | |
| "moises: display, display, display\n", | |
| "mollie: affiliate\n", | |
| "molly: display, display, display\n", | |
| "mona: display, display, video\n", | |
| "monica: display\n", | |
| "monika: search, display, email\n", | |
| "monique: display, video, mobile, display, search, mobile\n", | |
| "monroe: search\n", | |
| "monte: display\n", | |
| "monty: video, display, video, search\n", | |
| "morgan: video, video, video, display, video\n", | |
| "morris: mobile, display, display, display, video, social, video\n", | |
| "moses: display\n", | |
| "murray: display, mobile\n", | |
| "myles: video\n", | |
| "myra: display, video, display\n", | |
| "myrna: mobile, search, search\n", | |
| "myron: native, display, search\n", | |
| "nadia: video, video\n", | |
| "nadine: display, video, display, video\n", | |
| "nannie: display\n", | |
| "nathan: display\n", | |
| "nathaniel: search, display\n", | |
| "neal: display, display\n", | |
| "neil: display, video, display\n", | |
| "nell: display, display, mobile, search, search, display, mobile, video\n", | |
| "nestor: display\n", | |
| "neva: display, video\n", | |
| "nicholas: affiliate, mobile\n", | |
| "nichole: display, video\n", | |
| "nick: email, display\n", | |
| "nickolas: video, mobile, display, social, display, mobile\n", | |
| "nicolas: display, display\n", | |
| "nicole: display, display, display, display, display\n", | |
| "nilda: video, display, display, video\n", | |
| "nina: display\n", | |
| "nita: display, video, mobile, display, display, email\n", | |
| "noe: video, display, display, video, display\n", | |
| "noel: display, video\n", | |
| "noelle: display\n", | |
| "noemi: display, mobile, mobile, display, display, display, display, display, display, display\n", | |
| "nolan: mobile, display, display, social, display\n", | |
| "nona: video, search\n", | |
| "noreen: display, display\n", | |
| "norma: social, display, social, video, display\n", | |
| "norman: display, video\n", | |
| "norris: video, video\n", | |
| "numbers: display\n", | |
| "octavio: mobile, mobile\n", | |
| "odessa: video, video\n", | |
| "ofelia: video, mobile, display\n", | |
| "olga: email, video, display\n", | |
| "olive: display, display, video, display\n", | |
| "oliver: display\n", | |
| "olivia: mobile, display, mobile\n", | |
| "ollie: video, display, display, display, display, display, search, display, social, display, display, video, display, mobile\n", | |
| "omar: mobile\n", | |
| "opal: display, video, search, mobile, display, display, display, display\n", | |
| "ophelia: display, display\n", | |
| "ora: video, video, video, display, display, display\n", | |
| "orville: display\n", | |
| "oscar: video, display, video, display, display, display, video, display\n", | |
| "otis: display, video, display, email\n", | |
| "otto: mobile\n", | |
| "owen: display, video\n", | |
| "pablo: display, display\n", | |
| "paige: display, display\n", | |
| "pam: mobile\n", | |
| "pamela: video\n", | |
| "pansy: display, display, mobile\n", | |
| "paris: video, display, mobile, mobile\n", | |
| "parker: video\n", | |
| "pasquale: display, video, video, email, video, video\n", | |
| "patrice: display\n", | |
| "patricia: display, display, social\n", | |
| "patsy: video, display\n", | |
| "pattie: display\n", | |
| "patty: video, video, display, video\n", | |
| "paul: mobile, display, mobile, mobile, video, display\n", | |
| "paula: video\n", | |
| "paulina: display, display, social\n", | |
| "pearlie: mobile\n", | |
| "pearline: display, social, display, display\n", | |
| "pedro: display, video, display, video, display\n", | |
| "peggy: display, display\n", | |
| "penelope: display, search, video, display, display, display, display, video, display, display, video, video, display, video\n", | |
| "penny: display, display, search\n", | |
| "percy: mobile, display\n", | |
| "perry: video, search, display, display, video, display\n", | |
| "pete: mobile, display, video\n", | |
| "peter: video\n", | |
| "petra: display, video, email, display, display, video, mobile, display\n", | |
| "phil: video\n", | |
| "phillip: mobile\n", | |
| "phillis: video\n", | |
| "phoebe: display\n", | |
| "phyllis: video, display, display\n", | |
| "pierre: video, display\n", | |
| "pilar: display, video\n", | |
| "polly: display, mobile, social, email, affiliate\n", | |
| "portia: mobile, mobile\n", | |
| "preston: affiliate\n", | |
| "pricilla: video, display\n", | |
| "queen: mobile, social, video, display, display, video\n", | |
| "quentin: display\n", | |
| "quincy: display, video, display, display, display, search\n", | |
| "quinn: video, display, email\n", | |
| "quinton: display, display, display, display, display\n", | |
| "rachael: display\n", | |
| "rachel: video, social\n", | |
| "rae: display, video, display\n", | |
| "rafael: mobile, display\n", | |
| "rafaela: display, display\n", | |
| "ralph: display, video, display, display, video, video, display, display\n", | |
| "ramon: mobile, video, display, mobile\n", | |
| "randall: display, video, display, video, video, social\n", | |
| "randell: display, mobile, display\n", | |
| "randi: video, video, display, video\n", | |
| "randolph: mobile, email\n", | |
| "randy: display\n", | |
| "raphael: video, display, social\n", | |
| "raquel: display, video, mobile\n", | |
| "ray: mobile, video, display\n", | |
| "raymundo: search, display, display\n", | |
| "rebeca: video\n", | |
| "rebecca: display, video, display, display, display, display, display\n", | |
| "rebekah: search\n", | |
| "reed: video, display, display, display, display, display\n", | |
| "reggie: display, video, video, video, display\n", | |
| "reginald: display\n", | |
| "reid: affiliate, display, mobile\n", | |
| "reina: mobile, search, display, display, display, display\n", | |
| "reinaldo: display\n", | |
| "rena: display, display, search, display\n", | |
| "renae: display, display, search\n", | |
| "rene: display\n", | |
| "renita: display, display, display\n", | |
| "reta: display, display, display, search, video\n", | |
| "reuben: mobile, display, display, display\n", | |
| "reva: video\n", | |
| "rex: display, display, display, display, display, display, mobile, display, display, video, display\n", | |
| "reyna: mobile, video, video, display, display\n", | |
| "rhea: video, display, video, display, display, mobile\n", | |
| "rhoda: search, display\n", | |
| "rhonda: display, display, display, mobile\n", | |
| "ricardo: display, video\n", | |
| "rich: mobile\n", | |
| "richard: search, search, display, display, video, video\n", | |
| "rick: display, mobile\n", | |
| "rickey: display, display, display, display\n", | |
| "rickie: video, social\n", | |
| "ricky: display\n", | |
| "rico: display, display, mobile, display\n", | |
| "rigoberto: video, video, display\n", | |
| "riley: display, display, mobile, video, display\n", | |
| "rita: display\n", | |
| "robbie: display, display, display, mobile\n", | |
| "robbin: video, display, search, display, display\n", | |
| "robert: mobile, social, display\n", | |
| "roberta: display, search, video, display, mobile, mobile, mobile\n", | |
| "roberto: video, video, video\n", | |
| "robin: video, display, mobile\n", | |
| "robyn: video, mobile, display, display, video, mobile, display, search, display\n", | |
| "rocco: social\n", | |
| "rochelle: search, search, video, mobile, display, mobile, display, video, mobile\n", | |
| "rocio: search, display, mobile\n", | |
| "rocky: display, display, display, mobile, display, display, mobile, display, email, display, display, mobile, video\n", | |
| "rod: mobile, display\n", | |
| "rodger: display, display, video\n", | |
| "rodney: display, display, display\n", | |
| "rodolfo: display\n", | |
| "rodrick: video, video, video\n", | |
| "rodrigo: display, display, display, display, display, video\n", | |
| "roger: display\n", | |
| "roland: mobile, display, search, display\n", | |
| "rolando: video, video, video, display\n", | |
| "roman: display, display\n", | |
| "romeo: display, display\n", | |
| "ronald: display, display, video, video, video, display, video\n", | |
| "ronda: video, display, display\n", | |
| "ronny: video, mobile, mobile, display, social, display\n", | |
| "rosalee: mobile\n", | |
| "rosalia: display, video, display, video, video, video\n", | |
| "rosalie: video, display, mobile, display, video, video, mobile\n", | |
| "rosalinda: display, video\n", | |
| "rosalyn: display, display, social, search, video, mobile, video, display\n", | |
| "rosanne: display, mobile, display, display, display\n", | |
| "rosario: display, search, video, display, video, display, display\n", | |
| "roscoe: display, display, video\n", | |
| "rose: video, search, email, search\n", | |
| "roseann: display, mobile, display, search\n", | |
| "roseanne: video, display, mobile, display, display, mobile, mobile, display\n", | |
| "rosella: display, display, social, display, video, video\n", | |
| "rosemarie: mobile, search, display, display\n", | |
| "rosemary: mobile, display, search, search, video, video, display\n", | |
| "rosendo: video, display, display, display\n", | |
| "rosetta: video, display\n", | |
| "rosie: video, display\n", | |
| "rosita: display, mobile, mobile, video\n", | |
| "roslyn: search, video\n", | |
| "rowena: display\n", | |
| "roxana: display\n", | |
| "roxanna: mobile\n", | |
| "roxie: display\n", | |
| "roy: display, display, video\n", | |
| "royal: social, mobile\n", | |
| "rubin: display, display\n", | |
| "ruby: mobile, display\n", | |
| "rudy: display\n", | |
| "rufus: search, display, display, display, display, display\n", | |
| "russ: video, search, social, video\n", | |
| "russel: display, video, display, display, display, video, mobile\n", | |
| "russell: display, mobile, display, mobile, display, display, mobile, search, video, display, display, search, video\n", | |
| "rusty: display\n", | |
| "ruth: mobile, mobile, social, display\n", | |
| "ryan: video, display, video\n", | |
| "sadie: display, display, display, mobile, search, mobile\n", | |
| "sallie: display, video, video, email\n", | |
| "sally: display\n", | |
| "salvatore: video, video, mobile\n", | |
| "sam: mobile\n", | |
| "sammie: video, video\n", | |
| "samuel: display, display, mobile, video, mobile, display, display\n", | |
| "sandi: mobile, video, video, display, display, display, display, display\n", | |
| "sandra: mobile, display, video, mobile, display, video, video, mobile, video, video, display, video, mobile, video, display\n", | |
| "sanford: display, mobile, video, display, video\n", | |
| "sang: mobile\n", | |
| "santa: search\n", | |
| "santiago: video, video, mobile, video, video\n", | |
| "santos: display, display\n", | |
| "sara: display\n", | |
| "sarah: video\n", | |
| "sasha: display, display, video, search, display, display, display, social\n", | |
| "saul: video, display, video, search\n", | |
| "saundra: display, mobile\n", | |
| "savannah: display, social, display, video, mobile\n", | |
| "scot: social, display, display, video, display, social, display, display, display\n", | |
| "scott: video, video, video, search, display\n", | |
| "scottie: video, affiliate\n", | |
| "scotty: search, mobile, display\n", | |
| "sean: display, display, display\n", | |
| "sebastian: video\n", | |
| "selena: display, video, mobile\n", | |
| "selina: video\n", | |
| "selma: display, video, video\n", | |
| "serena: display, display\n", | |
| "sergio: display, display, video, display, video, video, display, social, mobile\n", | |
| "seth: display, display\n", | |
| "seymour: search\n", | |
| "shana: display\n", | |
| "shanda: display, display, display, video, display, video\n", | |
| "shanna: video, video, display, video, display, display, mobile\n", | |
| "shannon: display\n", | |
| "shari: display, mobile\n", | |
| "sharlene: display, video\n", | |
| "sharon: display, mobile, video, display\n", | |
| "sharron: display, search\n", | |
| "shauna: display, display, mobile, display, display, display\n", | |
| "shawn: native\n", | |
| "shawna: video, mobile, display\n", | |
| "sheena: video\n", | |
| "sheila: display, video, video, display, display, video\n", | |
| "shelby: video\n", | |
| "shelia: mobile, social, affiliate, mobile, display, display, video\n", | |
| "shelley: display, search, display, display, display, display, video\n", | |
| "shellie: display, display, display\n", | |
| "sheree: mobile, mobile, display\n", | |
| "sheri: video\n", | |
| "sherman: display, display, display, video\n", | |
| "sherrie: video, display, display, display, video, video, display, video, display, search\n", | |
| "sherry: display, video\n", | |
| "sheryl: display, video\n", | |
| "shiela: display\n", | |
| "shirley: display\n", | |
| "shonda: email, display\n", | |
| "sidney: display, display, mobile, display\n", | |
| "silas: search, display, display\n", | |
| "simon: mobile, video, mobile\n", | |
| "simone: mobile\n", | |
| "socorro: display, mobile, search, mobile, video\n", | |
| "sofia: display\n", | |
| "sol: mobile, display, display\n", | |
| "soledad: display, mobile\n", | |
| "solomon: display, mobile, display, search, display, video\n", | |
| "son: display\n", | |
| "sonia: email, display, display, display, display, search, mobile, display, search, social, mobile, display\n", | |
| "sonja: display\n", | |
| "sonny: display, display, video, video, video, display, display, display, search\n", | |
| "sophia: display\n", | |
| "sophie: display, video, video, display, mobile, display, display, email, video, video\n", | |
| "spencer: social, display, video, display, mobile, video, display, display, display\n", | |
| "stacey: search, display\n", | |
| "staci: video, email, video, display, video, display\n", | |
| "stacie: video, mobile, video\n", | |
| "stacy: display, display, video, mobile, display, display, display, display\n", | |
| "stan: display\n", | |
| "stanley: video, mobile\n", | |
| "stefan: display, video, display, social, search, display\n", | |
| "stefanie: display, video\n", | |
| "stella: video, video, video, social, mobile, video, video, video, video, video\n", | |
| "stephan: display, display, video, social, display, display, display, display\n", | |
| "stephanie: mobile, display\n", | |
| "stephen: search, display, video, mobile, display, display, video, video, video, social, display, mobile\n", | |
| "sterling: video\n", | |
| "steve: video, display, display, display, display\n", | |
| "steven: display, display, mobile\n", | |
| "stevie: mobile, display, display, display, display\n", | |
| "stewart: display\n", | |
| "stuart: display\n", | |
| "sue: video, video, display, display, video, video, video\n", | |
| "sung: video, display, search\n", | |
| "susanne: display, display\n", | |
| "susie: video, video, display, search, video, display, search\n", | |
| "suzan: display, video, display, display\n", | |
| "suzanne: display, mobile, email\n", | |
| "suzette: mobile, display, email, affiliate, video\n", | |
| "sybil: mobile\n", | |
| "sydney: display\n", | |
| "sylvia: display, search, display, display, display, display\n", | |
| "tabatha: mobile, video, display, video, display\n", | |
| "tabitha: native, search, display, social, display, display\n", | |
| "tamara: video, display, video, video\n", | |
| "tameka: video, display\n", | |
| "tamela: video, video, video, display, display, video, display, display\n", | |
| "tamera: video, display, display, video, display\n", | |
| "tammi: display, mobile, social, display\n", | |
| "tammie: video, search\n", | |
| "tammy: display\n", | |
| "tamra: display, mobile, video, affiliate, display, video\n", | |
| "tana: display, search, display, native, mobile, search, search, video\n", | |
| "tania: search\n", | |
| "tanisha: display, display, display, display, display, display\n", | |
| "tanner: video, display\n", | |
| "tara: video\n", | |
| "taryn: mobile, display, search, display, display, mobile\n", | |
| "tasha: social, mobile\n", | |
| "tawana: search, display, affiliate, video\n", | |
| "taylor: video, video, display, native\n", | |
| "tera: mobile\n", | |
| "terence: video, mobile, display, email\n", | |
| "teresa: search, display, mobile\n", | |
| "teresita: display, display, social, social, display, display, display\n", | |
| "teri: display, video, video, mobile, video, video, search, mobile\n", | |
| "terra: mobile, email, display, social, display, display, affiliate, display, display, display\n", | |
| "terrance: display\n", | |
| "terrell: display, social, video, display, display\n", | |
| "terrence: display, display, display, video\n", | |
| "terrie: video, display, mobile, search, display, display, mobile, display, display\n", | |
| "terry: display\n", | |
| "tessa: display, display, affiliate, video\n", | |
| "tessie: display\n", | |
| "thad: mobile, mobile, display\n", | |
| "thaddeus: display, video, email\n", | |
| "thanh: display\n", | |
| "thelma: search\n", | |
| "theo: video, video\n", | |
| "theodora: email\n", | |
| "theodore: video, video, video, display\n", | |
| "theresa: display, search, display, video\n", | |
| "theron: display, display, display, social, display, video, search, search\n", | |
| "thomas: display\n", | |
| "tia: display, search, video, display, display\n", | |
| "tiara: video, display, search, mobile, video\n", | |
| "tiffani: search, display, email\n", | |
| "tiffany: social, video, mobile, display\n", | |
| "tillie: display, social\n", | |
| "tim: display\n", | |
| "timmy: mobile, display\n", | |
| "tina: display, display, video, display, video, affiliate\n", | |
| "tisha: social, video, display, video, display, affiliate, search, mobile, display\n", | |
| "toby: video, display, video, display, video\n", | |
| "todd: display, display, video, video\n", | |
| "tom: display, video, video, display, display, video, display\n", | |
| "tomas: affiliate, display, display, display, search, video\n", | |
| "tomasa: mobile, mobile, display, display, search, display\n", | |
| "tommie: display, video, search, video, display, video\n", | |
| "tommy: display, video\n", | |
| "toni: display\n", | |
| "tonia: display, video, mobile\n", | |
| "tonya: display, mobile\n", | |
| "tori: video, display\n", | |
| "tory: display, display\n", | |
| "tracey: video, video, display, display, display\n", | |
| "traci: display\n", | |
| "tracie: mobile\n", | |
| "tracy: display, display\n", | |
| "travis: display, display, video, video, display, video, video, display\n", | |
| "treva: mobile, mobile, display\n", | |
| "trevor: video, display, video, social\n", | |
| "trey: display\n", | |
| "tricia: display\n", | |
| "trina: display, mobile, display, display, email\n", | |
| "trinidad: display\n", | |
| "trisha: video, mobile, display, display, social, video, search, affiliate\n", | |
| "tristan: video\n", | |
| "troy: display, video, display, display, affiliate, display\n", | |
| "trudy: display, video\n", | |
| "truman: social\n", | |
| "ty: video, search\n", | |
| "una: display, display, video, display, display, display\n", | |
| "ursula: search, display, email, video, video, display, display\n", | |
| "vada: display, video\n", | |
| "val: social, display, display, mobile, search, email\n", | |
| "valarie: display, display, video\n", | |
| "valencia: display, video, email, affiliate, video, display\n", | |
| "valentin: display, display, mobile, display, video, social\n", | |
| "valentine: display, mobile, display\n", | |
| "valeria: display\n", | |
| "valerie: display\n", | |
| "van: video, mobile\n", | |
| "vance: display\n", | |
| "vanessa: mobile, display, display\n", | |
| "vaughn: video, display, search, display, video, video, video, display, video\n", | |
| "veda: display\n", | |
| "velma: video, video\n", | |
| "vera: mobile, display, display\n", | |
| "verna: display\n", | |
| "vernell: display\n", | |
| "vesta: video, display, video, video, display, display, display\n", | |
| "vicente: affiliate, display, display\n", | |
| "vicki: display, mobile\n", | |
| "vickie: video, display, mobile, mobile\n", | |
| "vicky: mobile, video, mobile, display, display, social, video, video\n", | |
| "victor: display, video, video, display, display, display, display, social, email, video, search, display, display, display, display\n", | |
| "victoria: display, display, video, display, mobile, display, mobile, display, display, video\n", | |
| "vida: display, display\n", | |
| "vilma: social, display, mobile, video, display, display\n", | |
| "vincent: video, display, video\n", | |
| "viola: display, mobile, mobile, display, mobile, display, display, display, mobile, video\n", | |
| "virgie: social\n", | |
| "virgil: mobile, display, mobile, video\n", | |
| "virgina: mobile, display, video\n", | |
| "virginia: video\n", | |
| "vito: display, video, video, video\n", | |
| "vivian: video\n", | |
| "vonda: display, display, display\n", | |
| "wade: display\n", | |
| "wallace: video, mobile, display, mobile, display, display, social\n", | |
| "walter: display, display, video, display, video\n", | |
| "wanda: display\n", | |
| "ward: affiliate, video, video, search, mobile, mobile, mobile, display\n", | |
| "warren: display\n", | |
| "wayne: display, display, video, video, display, display\n", | |
| "wendi: affiliate, display, display\n", | |
| "wendy: mobile\n", | |
| "wesley: display, display, display\n", | |
| "weston: video, display, display, video, display, video, display, display\n", | |
| "whitney: video, search, display, display\n", | |
| "wilbert: display, mobile, display, display\n", | |
| "wilbur: display, display, video, mobile, display, display, display\n", | |
| "wilburn: display, display, display\n", | |
| "wilda: display, display, display, display, display, video, display, display, display, display\n", | |
| "wiley: video, mobile\n", | |
| "wilford: video, video, search\n", | |
| "wilfredo: affiliate, mobile, display, video, video, video, search\n", | |
| "wilhelmina: video, video, display\n", | |
| "will: display\n", | |
| "willa: display, mobile, video\n", | |
| "willard: video, display\n", | |
| "william: display, display, display, display, mobile\n", | |
| "williams: display, mobile, mobile, display, video, display\n", | |
| "willie: video\n", | |
| "willis: display, display\n", | |
| "wilma: display\n", | |
| "wilmer: video, display, video\n", | |
| "wilson: video, video, mobile\n", | |
| "wilton: search, affiliate, mobile, video, search, video, display, display, video, display, video, display\n", | |
| "winifred: video, mobile, video, display, video\n", | |
| "winona: social, video, video, display, display, video, video, mobile, video\n", | |
| "wm: display\n", | |
| "woodrow: video, display, display, video, mobile, video\n", | |
| "wyatt: display, mobile\n", | |
| "xavier: display, display, video, display, video, display, display, display\n", | |
| "yesenia: display, video, video\n", | |
| "yolanda: display, display, display, mobile, display\n", | |
| "yong: display\n", | |
| "young: display, mobile, video, video, display, display\n", | |
| "yvette: display, display, display, affiliate, display, display, video, display, mobile, display, email, mobile\n", | |
| "yvonne: display, display, mobile, video, video, mobile, video, mobile, display\n", | |
| "zachery: mobile, video, display, social\n", | |
| "zelda: video, display, display\n", | |
| "zelma: video\n", | |
| "zenaida: mobile\n", | |
| "zoe: display, social, display, display, display, display, email, display, video\n", | |
| "zoila: video, display, display, display, mobile, display, video, display, mobile, mobile, display, display, display, mobile, search, display\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "#%load evnt\n", | |
| "main(\"data/event.csv\")" | |
| ] | |
| } | |
| ], | |
| "metadata": { | |
| "kernelspec": { | |
| "display_name": "Python 2", | |
| "language": "python", | |
| "name": "python2" | |
| }, | |
| "language_info": { | |
| "codemirror_mode": { | |
| "name": "ipython", | |
| "version": 2 | |
| }, | |
| "file_extension": ".py", | |
| "mimetype": "text/x-python", | |
| "name": "python", | |
| "nbconvert_exporter": "python", | |
| "pygments_lexer": "ipython2", | |
| "version": "2.7.11" | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 0 | |
| } |
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