diff --git a/exercicios/para-casa/League Of Legends.ipynb b/exercicios/para-casa/League Of Legends.ipynb
new file mode 100644
index 0000000..a3765b8
--- /dev/null
+++ b/exercicios/para-casa/League Of Legends.ipynb	
@@ -0,0 +1,31 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Como tarefa de casa eu escolhi um jogo para ser a minha base, e esse jogo é o jogo merda de League Of Legends, não recomendo e nem uso como parâmetro de um bom jogo. É viciante então mantenham-se longe. \n",
+    "\n",
+    "A ideia foi montar ranks de alguns atributos que os campeões possuem de base, nível um. Com essas informações eu trouxe oito ranks contendo dez posições e junto coloquei uma imagem em formato PNG do top um de cada uma das tabelas gráficas.\n",
+    "\n",
+    "Ao final terão duas tabelas que foi feita uma soma de dois atributos para ter um determinado resultado, que foi positivo embora a tabela gráfica tenha ficado confusa, masm deixei escrito a forma de leitura da mesma."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Segue o link para acesso ao trabalho da semana.\n",
+    "\n",
+    "https://public.tableau.com/app/profile/bruna.macedo.santos/viz/WorkHomeDoneinTableou_LeagueOfLegendsrank_BrunaBodecam/Dashboard1"
+   ]
+  }
+ ],
+ "metadata": {
+  "language_info": {
+   "name": "python"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/exercicios/para-casa/archive.zip b/exercicios/para-casa/archive.zip
new file mode 100644
index 0000000..c58b7af
Binary files /dev/null and b/exercicios/para-casa/archive.zip differ
diff --git a/exercicios/para-casa/champion_list_complete.csv b/exercicios/para-casa/champion_list_complete.csv
new file mode 100644
index 0000000..cdf38a5
--- /dev/null
+++ b/exercicios/para-casa/champion_list_complete.csv
@@ -0,0 +1,166 @@
+;name;type;roles;Health;Resource;Health regen. (per 5s);Resource regen.;Armor;Attack damage;Magic resist.;Crit. damage;Move. speed;Attack range;Base AS;Attack windup;AS ratio;Bonus AS;Gameplay radius;Selection radius;Pathing radius;Acq. radius;innate;q;w;e;r;skin_count;Mana;Mana regen. (per 5s);Missile speed;Energy;Energy regen. (per 5s);Secondary Bar
+0;aatrox;melee;fighter,juggernaut;650;N/A;3;N/A;38;60;32;175%;345;175;0.651;19.74%;N/A;2.5;65;135;35;475;deathbringer stance;the darkin blade;infernal chains;umbral dash;world ender;12;;;;;;
+1;ahri;ranged;mage,burst;590;;2.5;;21;53;30;175%;330;550;0.668;20.05%;N/A;2;65;100;;;essence theft;orb of deception;fox-fire;charm;spirit rush;18;418;8;1750;;;
+2;akali;melee;slayer,assassin;570;;9;;23;62;37;175%;345;125;0.625;13.90%;N/A;3.2;65;100;30;400;assassin's mark;five point strike;twilight shroud;shuriken flip;perfect execution;20;;;;200;50;
+3;akshan;ranged;,slayer,marksman,assassin;630;;3.75;;26;52;30;175%;330;500;0.638;13.33%;0.4;4;65;100;;;dirty fighting;avengerang;going rogue;heroic swing;comeuppance;3;350;8.2;2000;;;
+4;alistar;melee;tank,vanguard;685;;8.5;;47;62;32;175%;330;125;0.625;30%;N/A;2.125;80;145;50;600;triumphant roar;pulverize;headbutt;trample;unbreakable will;15;350;8.5;;;;
+5;amumu;melee;tank,vanguard;685;;9;;30;53;32;175%;335;125;0.736;23.38%;0.638;2.18;55;100;30;600;cursed touch;bandage toss;despair;tantrum;curse of the sad mummy;14;285;7.4;;;;
+6;anivia;ranged;mage,battlemage;550;;5.5;;21;51;30;175%;325;600;0.625;20%;N/A;1.68;65;140;;;rebirth;flash frost;crystallize;frostbite;glacial storm;13;495;8;1600;;;
+7;annie;ranged;mage,burst;560;;5.5;;19;50;30;175%;335;625;0.579;19.58%;N/A;1.36;55;100;;;pyromania;disintegrate;incinerate;molten shield;summon: tibbers;16;418;8;1200;;;
+8;aphelios;ranged;,marksman;580;;3.25;;26;55;30;175%;325;550;0.64;15.33%;N/A;2.1;65;110;35;750;the hitman and the seer;weapons of the faithful;calibrum, the sniper rifle;severum, the scythe pistol;gravitum, the gravity cannon;5;348;6.5;;;;
+9;ashe;ranged;,marksman;640;;3.5;;26;59;30;100%;325;600;0.658;21.93%;N/A;3.33;65;120;;;frost shot;ranger's focus;volley;hawkshot;enchanted crystal arrow;17;280;7;2500;;;
+10;aurelion sol;ranged;mage,battlemage;620;;5.5;;22;55;30;175%;335;550;0.625;20%;N/A;1.5;65;165;35;400;cosmic creator;breath of light;astral flight;singularity;falling star;5;530;8;;;;
+11;azir;ranged;,specialist;550;;7;;22;52;30;175%;335;525;0.625;15.63%;0.694;6;65;89;;;shurima's legacy;conquering sands;arise!;shifting sands;emperor's divide;7;320;8;Non-projectile;;;
+12;bard;ranged;controller,catcher;630;;5.5;;34;52;30;175%;330;500;0.625;18.75%;N/A;2;80;89;;;traveler's call;cosmic binding;caretaker's shrine;magical journey;tempered fate;7;350;6;2000;;;
+13;bel'veth;melee;slayer,skirmisher;610;N/A;6;N/A;32;60;32;175%;340;175;0.85;24.75%;N/A;0;65;120;35;600;death in lavender;void surge;above and below;royal maelstrom;endless banquet;3;;;;;;
+14;blitzcrank;melee;controller,catcher;650;;7.5;;40;62;32;175%;325;125;0.625;27%;N/A;1.13;80;165;50;600;mana barrier;rocket grab;overdrive;power fist;static field;15;267;8.5;;;;
+15;brand;ranged;mage,burst;590;;5.5;;22;57;30;175%;340;550;0.625;18.75%;N/A;1.36;65;89;;;blaze;sear;pillar of flame;conflagration;pyroclasm;12;469;10.65;2000;;;
+16;braum;melee;tank,warden;610;;8.5;;47;55;32;175%;335;125;0.644;23%;N/A;3.5;80;100;50;800;concussive blows;winter's bite;stand behind me;unbreakable;glacial fissure;8;311;6;;;;
+17;briar;melee;fighter,diver;610;N/A (Uses Health);0;N/A;32;60;32;175%;340;125;0.664;19.32%;0.644;2.3;55;111;35;400;crimson curse;head rush;blood frenzy;chilling scream;certain death;2;;;;;;
+18;caitlyn;ranged;,marksman;580;;3.5;;27;60;30;175%;325;650;0.681;17.71%;0.568;4;65;120;;;headshot;piltover peacemaker;yordle snap trap;90 caliber net;ace in the hole;18;315;7.4;2500;;;
+19;camille;melee;fighter,diver;646;;8.5;;35;68;32;175%;340;125;0.644;19.33%;N/A;2.5;65;100;35;550;adaptive defenses;precision protocol;tactical sweep;hookshot;the hextech ultimatum;6;339;8.15;;;;
+20;cassiopeia;ranged;mage,battlemage;630;;5.5;;18;53;32;175%;328;550;0.647;19.20%;N/A;1.5;65;120;;;serpentine grace;noxious blast;miasma;twin fang;petrifying gaze;9;350;8;1200;;;
+21;cho'gath;melee;,specialist;644;;9;;38;69;32;175%;345;125;0.625;21.90%;N/A;1.44;80;130;50;500;carnivore;rupture;feral scream;vorpal spikes;feast;10;270;7.2;;;;
+22;corki;ranged;,marksman;588;;5.5;;28;55;30;175%;325;550;0.638;10%;N/A;2.3;65;135;;;hextech munitions;phosphorus bomb;valkyrie;gatling gun;missile barrage;11;350;7.4;2000;;;
+23;darius;melee;fighter,juggernaut;652;;10;;39;64;32;175%;340;175;0.625;20% (mod. 0.5);N/A;1;80;125;26;400;hemorrhage;decimate;crippling strike;apprehend;noxian guillotine;12;263;6.6;;;;
+24;diana;melee;slayer,fighter,assassin,diver;640;;6.5;;31;57;32;175%;345;150;0.625;20.83%;N/A;2.25;65;75;35;600;moonsilver blade;crescent strike;pale cascade;lunar rush;moonfall;12;375;8;;;;
+25;dr. mundo;melee;fighter,juggernaut;613;N/A (Uses Health);7;N/A;32;61;29;175%;345;125;0.67;16.03%;0.625;3.3;80;135;50;600;goes where he pleases;infected bonesaw;heart zapper;blunt force trauma;maximum dosage;12;;;;;;
+26;draven;ranged;,marksman;675;;3.75;;29;62;30;175%;330;550;0.679;15.61%;N/A;2.7;65;111;;;league of draven;spinning axe;blood rush;stand aside;whirling death;13;361;8.05;1600;;;
+27;ekko;melee;slayer,assassin;655;;9;;32;58;32;175%;340;125;0.688;16.25%;0.625;3.3;65;120;35;600;z-drive resonance;timewinder;parallel convergence;phase dive;chronobreak;11;280;7;;;;
+28;elise;ranged;fighter,diver;650;;5.5;;30;55;30;175%;330;550;0.625;18.75%;N/A;1.75;65;120;;;spider queen;neurotoxin;volatile spiderling;cocoon;venomous bite;9;324;6;1600;;;
+29;evelynn;melee;slayer,assassin;642;;8.5;;37;61;32;175%;335;125;0.667;15.33%;N/A;2.1;65;120;35;400;demon shade;hate spike;allure;whiplash;last caress;14;315;8.11;;;;
+30;ezreal;ranged;,marksman;600;;4;;24;62;30;175%;325;550;0.625;18.84%;N/A;2.5;65;115;;;rising spell force;mystic shot;essence flux;arcane shift;trueshot barrage;18;375;8.5;2000;;;
+31;fiddlesticks;ranged;,specialist;650;;5.5;;34;55;30;175%;335;480;0.625;30%;N/A;2.11;65;135;;;a harmless scarecrow;terrify;bountiful harvest;reap;crowstorm;11;500;8;1750;;;
+32;fiora;melee;slayer,skirmisher;620;;8.5;;33;68;32;175%;345;150;0.69;13.79%;N/A;3.2;65;100;35;600;duelist's dance;lunge;riposte;bladework;grand challenge;14;300;8;;;;
+33;fizz;melee;slayer,assassin;640;;8;;22;58;32;175%;335;175;0.658;20.30%;N/A;3.1;55;108;30;400;nimble fighter;urchin strike;seastone trident;playful;chum the waters;13;317;6;;;;
+34;galio;melee;tank,warden;632;;8;;24;59;32;175%;335;150;0.625;20.63%;N/A;1.5;80;125;50;600;colossal smash;winds of war;shield of durand;justice punch;hero's entrance;10;500;9.5;;;;
+35;gangplank;melee;,specialist;600;;6;;31;64;32;175%;345;125;0.658;16.45%;0.69;3.2;65;85;35;400;trial by fire;parrrley;remove scurvy;powder keg;cannon barrage;12;280;7.5;;;;
+36;garen;melee;fighter,juggernaut;690;N/A;8;N/A;38;69;32;175%;340;175;0.625;18% (mod. 0.5);N/A;3.65;65;75;35;600;perseverance;decisive strike;courage;judgment;demacian justice;15;;;;;;
+37;gnar;ranged;,specialist;540;N/A;4.5;;32;57;30;175%;335;400;0.625;14.60%;N/A;6;65;100;;;rage gene;mini gnar;boomerang throw;hyper;hop;10;;;1500;;;Rage
+38;gragas;melee;tank,vanguard;670;;5.5;;38;64;32;175%;330;125;0.675;25%;0.625;2.05;80;155;50;600;happy hour;barrel roll;drunken rage;body slam;explosive cask;13;400;6;;;;
+39;graves;ranged;,specialist;625;;8;;33;68;32;175%;340;425;0.475;0.5% (mod. 0.1);0.49;2.6;65;110;;;new destiny;end of the line;smoke screen;quickdraw;collateral damage;13;325;8;3800;;;
+40;gwen;melee;slayer,skirmisher;620;;9;;39;63;32;175%;340;150;0.69;19.67%;N/A;2.25;65;100;35;600;thousand cuts;snip snip!;hallowed mist;skip 'n slash;needlework;4;330;7.5;;;;
+41;hecarim;melee;fighter,diver;625;;7;;32;66;32;175%;345;175;0.67;25%;N/A;2.5;80;140;50;750;warpath;rampage;spirit of dread;devastating charge;onslaught of shadows;11;280;7;;;;
+42;heimerdinger;ranged;,specialist;558;;7;;19;56;30;175%;340;550;0.625;20.08%;N/A;1.36;55;100;;;hextech affinity;h-28g evolution turret;hextech micro-rockets;ch-2 electron storm grenade;upgrade!!!;9;385;8;1500;;;
+43;illaoi;melee;fighter,juggernaut;656;;9.5;;35;68;32;175%;350;125;0.625;21.43%;N/A;2.5;65;100;35;600;prophet of an elder god;tentacle smash;harsh lesson;test of spirit;leap of faith;5;300;7.5;;;;
+44;irelia;melee;fighter,diver;590;;8.5;;36;65;30;175%;335;200;0.656;19.67%;N/A;2.5;65;100;35;600;ionian fervor;bladesurge;defiant dance;flawless duet;vanguard's edge;14;350;8;;;;
+45;ivern;ranged;controller,catcher;655;;7;;27;50;30;175%;330;475;0.644;23%;N/A;3.4;70;140;40;750;friend of the forest;rootcaller;brushmaker;triggerseed;daisy!;5;450;6;;;;
+46;janna;ranged;controller,enchanter;570;;5.5;;28;52;30;175%;325;500;0.625;22%;N/A;3;65;125;;;tailwind;howling gale;zephyr;eye of the storm;monsoon;15;350;11.5;1800;;;
+47;Jarvan_IV;melee;fighter,diver;640;;8;;36;64;32;175%;340;175;0.658;17.54%;N/A;2.5;65;125;35;600;martial cadence;dragon strike;golden aegis;demacian standard;cataclysm;14;300;6.5;;;;
+48;jax;melee;slayer,skirmisher;665;;8.5;;36;68;32;175%;350;125;0.638;20.81%;N/A;3.4;65;120;35;400;relentless assault;leap strike;empower;counter strike;grandmaster-at-arms;16;339;7.6;;;;
+49;jayce;melee;mage,artillery;590;;6;;22;57;30;175%;335;125;0.658;9.5% (mod. 0.005);N/A;3;65;75;35;200;hextech capacitor;to the skies!;lightning field;thundering blow;transform mercury cannon;9;375;6;;;;
+50;jhin;ranged;,controller,marksman,catcher;655;;3.75;;24;59;30;175% ( ×  0.86);330;550;0.625;15.63%;0;0%;65;120;;;basic attack;whisper;dancing grenade;deadly flourish;captive audience;11;300;6;2600;;;
+51;jinx;ranged;,marksman;630;;3.75;;26;59;30;175%;325;525;0.625;16.88%;N/A;1;65;120;35;550;get excited!;switcheroo!;zap!;flame chompers!;super mega death rocket!;13;260;6.7;;;;
+52;k'sante;melee;tank,slayer,warden,skirmisher;570;;9.5;;33;64;30;175%;330;175;0.625;19.53%;N/A;2.5;65;103;35;400;dauntless instinct;ntofo strikes;path maker;footwork;all out;3;290;7;;;;
+53;kai'sa;ranged;,marksman;640;;3.5;;25;59;30;175%;335;525;0.644;16.11%;N/A;1.8;65;100;41;800;second skin;icathian rain;void seeker;supercharge;killer instinct;12;345;8.2;;;;
+54;kalista;ranged;,marksman;600;;4;;24;61;30;175%;330;525;0.694;36% (mod. 0.75);N/A;4.5;65;100;35;900;basic attack;martial poise;pierce;sentinel;rend;6;300;6.3;;;;
+55;karma;ranged;mage,controller,burst,enchanter;604;;5.5;;28;51;30;175%;335;525;0.625;16.15%;N/A;2.3;65;120;35;525;gathering fire;inner flame;focused resolve;inspire;mantra;14;374;13;;;;
+56;karthus;ranged;mage,battlemage;620;;6.5;;21;46;30;175%;335;450;0.625;34.38%;N/A;2.11;65;100;;;death defied;lay waste;wall of pain;defile;requiem;10;467;8;1200;;;
+57;kassadin;melee;slayer,assassin;646;;6;;19;59;30;175%;335;150;0.64;15%;N/A;3.7;65;120;35;400;void stone;null sphere;nether blade;force pulse;riftwalk;9;400;6;;;;
+58;katarina;melee;slayer,assassin;672;N/A;7.5;N/A;28;58;32;175%;335;125;0.658;15%;N/A;2.74;65;120;35;400;voracity;bouncing blade;preparation;shunpo;death lotus;17;;;;;;
+59;kayle;melee;,specialist;670;;5;;26;50;22;175%;335;175;0.625;19.36%;0.667;1.5;65;140;;;divine ascent;radiant blast;celestial blessing;starfire spellblade;divine judgment;15;330;8;5000;;;
+60;kayn;melee;slayer,skirmisher;655;;8;;38;68;32;175%;340;175;0.669;18.73%;N/A;2.7;65;135;35;400;the darkin scythe;reaping slash;blade's reach;shadow step;umbral trespass;6;410;11.5;;;;
+61;kennen;ranged;,specialist;611;;5.5;;29;48;30;175%;335;550;0.625;20%;0.69;3.4;55;100;;;mark of the storm;thundering shuriken;electrical surge;lightning rush;slicing maelstrom;11;;;1700;200;50;
+62;kha'zix;melee;slayer,assassin;643;;7.5;;36;60;32;175%;350;125;0.668;20.05%;N/A;2.7;65;130;35;400;unseen threat;taste their fear;void spike;leap;void assault;8;327;7.59;;;;
+63;kindred;ranged;,marksman;610;;7;;29;65;30;175%;325;500;0.625;17.54%;N/A;3.5;65;120;;;mark of the kindred;dance of arrows;wolf's frenzy;mounting dread;lamb's respite;7;300;7;2000;;;
+64;kled;melee;slayer,skirmisher;810;N/A;6;;35;65;28;175%;345;125;0.625;17.50%;N/A;3.5;65;140;35;750;skaarl, the cowardly lizard;bear trap on a rope;violent tendencies;jousting;chaaaaaaaarge!!!;5;;;;;;Courage
+65;kog'maw;ranged;,marksman;635;;3.75;;24;61;30;175%;330;500;0.665;16.62%;N/A;2.65;65;130;;;icathian surprise;caustic spittle;bio-arcane barrage;void ooze;living artillery;15;325;8.75;1800;;;
+66;leblanc;ranged;mage,burst;598;;7.5;;22;55;30;175%;340;525;0.625;16.67%;0.4;2.2;65;100;;;mirror image;sigil of malice;distortion;ethereal chains;mimic;13;400;8;1700;;;
+67;lee sin;melee;fighter,diver;645;;7.5;;36;66;32;175%;345;125;0.651;19.53%;N/A;3;65;103;35;400;flurry;sonic wave;safeguard;tempest;dragon's rage;16;;;;200;50;
+68;leona;melee;tank,vanguard;646;;8.5;;47;60;32;175%;335;125;0.625;22.92%;N/A;2.9;65;75;35;400;sunlight;shield of daybreak;eclipse;zenith blade;solar flare;16;302;6;;;;
+69;lillia;melee;slayer,skirmisher;605;;2.5;;22;61;32;175%;330;325;0.625;14.71%;N/A;2.7;65;135;35;400;dream-laden bough;blooming blows;watch out! eep!;swirlseed;lilting lullaby;4;410;11.5;;;;
+70;lissandra;ranged;mage,burst;620;;7;;22;55;30;175%;325;550;0.656;18.75%;0.625;1.36;65;89;;;iceborn subjugation;ice shard;ring of frost;glacial path;frozen tomb;9;475;8;2200;;;
+71;lucian;ranged;,marksman;641;;3.75;;28;60;30;175%;335;500;0.638;15%;N/A;3.3;65;100;;;lightslinger;piercing light;ardent blaze;relentless pursuit;the culling;12;320;7;2800;;;
+72;lulu;ranged;controller,enchanter;595;;6;;26;47;30;175%;330;550;0.625;18.75%;N/A;2.25;65;100;;;pix, faerie companion;glitterlance;whimsy;help, pix!;wild growth;13;350;11;1450;;;
+73;lux;ranged;mage,mage,burst,artillery;560;;5.5;;19;54;30;175%;330;550;0.669;15.63%;0.625;2;65;100;;;illumination;light binding;prismatic barrier;lucent singularity;final spark;20;480;7;1600;;;
+74;malphite;melee;tank,vanguard;644;;7;;37;62;28;175%;335;125;0.736;24.97%;0.638;3.4;80;125;50;400;granite shield;seismic shard;thunderclap;ground slam;unstoppable force;14;280;7.3;;;;
+75;malzahar;ranged;mage,battlemage;580;;6;;18;55;30;175%;335;500;0.625;19%;N/A;1.5;65;89;;;void shift;call of the void;void swarm;malefic visions;nether grasp;12;375;8;2000;;;
+76;maokai;melee;tank,vanguard;635;;5;;39;64;32;175%;335;125;0.8;30%;0.695;2.125;80;125;50;600;sap magic;bramble smash;twisted advance;sapling toss;nature's grasp;11;375;7.2;;;;
+77;master yi;melee;slayer,skirmisher;669;;7.5;;33;65;32;175%;355;175;0.679;24.38%;N/A;2;65;125;35;600;double strike;alpha strike;meditate;wuju style;highlander;16;251;7.25;;;;
+78;milio;ranged;controller,enchanter;560;;5;;26;48;30;175%;330;525;0.625;17.14%;N/A;3;65;125;35;550;fired up!;ultra mega fire kick;cozy campfire;warm hugs;breath of life;2;365;11.5;;;;
+79;miss fortune;ranged;,marksman;640;;3.75;;28;52;30;175%;325;550;0.656;14.80%;N/A;3;65;100;;;love tap;double up;strut;make it rain;bullet time;20;300;8;2000;;;
+80;mordekaiser;melee;fighter,juggernaut;645;N/A;5;;37;61;32;175%;335;175;0.625;21.13%;N/A;1;80;125;35;400;darkness rise;obliterate;indestructible;death's grasp;realm of death;12;;;;;;Shield
+81;morgana;ranged;controller,catcher;630;;5.5;;25;56;30;175%;335;450;0.625;14%;N/A;1.53;65;120;;;soul siphon;dark binding;tormented shadow;black shield;soul shackles;15;340;11;1600;;;
+82;naafiri;melee;slayer,assassin;635;;9;;32;55;30;175%;335;125;0.663;17.50%;0.625;2.1;55;111;35;400;we are more;darkin daggers;hounds' pursuit;eviscerate;the call of the pack;2;400;7.5;;;;
+83;nami;ranged;controller,enchanter;560;;5.5;;29;51;30;175%;335;550;0.644;18%;N/A;2.61;65;125;;;surging tides;aqua prison;ebb and flow;tidecaller's blessing;tidal wave;13;365;11.5;1500;;;
+84;nasus;melee;fighter,juggernaut;631;;9;;34;67;32;175%;350;125;0.638;20.14%;N/A;3.48;80;135;50;350;soul eater;siphoning strike;wither;spirit fire;fury of the sands;13;326;7.45;;;;
+85;nautilus;melee;tank,vanguard;646;;8.5;;39;61;32;175%;325;175;0.706;30.64%;0.612;1;80;125;50;400;staggering blow;dredge line;titan's wrath;riptide;depth charge;10;400;8.65;;;;
+86;neeko;ranged;mage,controller,burst,catcher;610;;7.5;;21;48;30;175%;340;550;0.625;21.48%;0.67;3.5;65;90;;;inherent glamour;blooming burst;shapesplitter;tangle-barbs;pop blossom;8;450;7;2000;;;
+87;nidalee;ranged;,specialist;610;;6;;32;58;30;175%;340;525;0.638;15%;N/A;3.22;65;110;;;prowl;javelin toss;bushwhack;primal surge;takedown;16;295;6;2500;;;
+88;nilah;melee;slayer,skirmisher;570;;4;;27;58;32;175%;340;225;0.697;22%;0.67;3;65;75;32;400;joy unending;formless blade;jubilant veil;slipstream;apotheosis;3;350;8.2;;;;
+89;nocturne;melee;slayer,assassin;655;;7;;38;62;32;175%;345;125;0.721;20.05%;N/A;2.7;65;120;35;600;umbra blades;duskbringer;shroud of darkness;unspeakable horror;paranoia;10;275;7;;;;
+90;Nunu_&_Willump;melee;tank,vanguard;610;;5;;29;61;32;175%;345;125;0.625;19.36%;N/A;2.25;65;140;35;600;call of the freljord;consume;biggest snowball ever!;snowball barrage;absolute zero;12;280;7;;;;
+91;olaf;melee;fighter,diver;645;;6.5;;35;68;32;175%;350;125;0.694;23.44%;N/A;2.7;65;111;35;400;berserker rage;undertow;tough it out;reckless swing;ragnarok;11;316;7.5;;;;
+92;orianna;ranged;mage,burst;600;;7;;20;40;26;175%;325;525;0.658;17.54%;N/A;3.5;65;120;;;clockwork windup;command: attack;command: dissonance;command: protect;command: shockwave;12;418;8;1450;;;
+93;ornn;melee;tank,vanguard;660;;9;;33;69;32;175%;335;175;0.625;21.88%;N/A;2;80;125;26;600;living forge;volcanic rupture;bellows breath;searing charge;call of the forge god;4;341;8;;;;
+94;pantheon;melee;fighter,diver;650;;6;;40;64;28;175%;345;175;0.658;19.03%;N/A;2.95;65;125;35;600;mortal will;comet spear;shield vault;aegis assault;grand starfall;13;317;7.35;;;;
+95;poppy;melee;tank,warden;610;;8;;38;64;32;175%;345;125;0.625;23.44%;N/A;2.5;55;95;35;400;iron ambassador;hammer shock;steadfast presence;heroic charge;keeper's verdict;13;280;7;;;;
+96;pyke;melee;slayer,controller,assassin,catcher;670;;7;;45;62;32;175%;330;150;0.667;20%;N/A;2.5;65;120;35;400;gift of the drowned ones;bone skewer;ghostwater dive;phantom undertow;death from below;10;415;8;;;;
+97;qiyana;melee;slayer,assassin;590;;6;;28;66;32;175%;335;150;0.688;15.33%;0.625;2.1;65;120;35;750;royal privilege;edge of ixtal;terrashape;audacity;supreme display of talent;9;320;8;;;;
+98;quinn;ranged;,specialist;565;;5.5;;28;59;30;175%;330;525;0.668;17.54%;N/A;3.1;65;120;;;harrier;blinding assault;heightened senses;vault;behind enemy lines;7;269;7;2000;;;
+99;rakan;melee;controller,catcher;610;;5;;30;62;32;175%;335;300;0.635;17.14%;N/A;3;65;125;35;475;fey feathers;gleaming quill;grand entrance;battle dance;the quickness;10;315;8.75;;;;
+100;rammus;melee;tank,vanguard;675;;8;;40;55;32;175%;335;125;0.656;22.92%;0.625;2.215;65;120;35;600;spiked shell;powerball;defensive ball curl;frenzying taunt;soaring slam;11;310;7.85;;;;
+101;rek'sai;melee;fighter,diver;600;N/A;7.5;;36;58;32;175%;335;175;0.667;26.67%;N/A;2;65;100;30;600;fury of the xer'sai;queen's wrath;burrow;furious bite;prey seeker;5;;;;;;Rage
+102;rell;melee;tank,vanguard;610;;7.5;;36;55;30;175%;330;175;0.625;21% (mod. 0.4);N/A;1.5;65;120;35;400;break the mold;shattering strike;ferromancy: crash down;full tilt;magnet storm;3;350;6;;;;
+103;renata glasc;ranged;controller,enchanter;545;;5.5;;27;49;30;175%;330;550;0.625;18.80%;N/A;2.11;65;100;;;leverage;handshake;bailout;loyalty program;hostile takeover;5;350;11.5;1800;;;
+104;renekton;melee;fighter,diver;660;N/A;8;;35;69;28;175%;345;125;0.665;17.73%;N/A;2.75;80;125;50;600;reign of anger;cull the meek;ruthless predator;slice;dominus;15;;;;;;Fury
+105;rengar;melee;slayer,fighter,assassin,diver;620;N/A;6;;34;68;32;175%;345;125;0.667;20%;N/A;3;65;70;35;600;unseen predator;savagery;battle roar;bola strike;thrill of the hunt;9;;;;;;Ferocity
+106;riven;melee;slayer,skirmisher;630;N/A;8.5;N/A;33;64;32;175%;340;125;0.625;16.67%;N/A;3.5;65;130;35;600;runic blade;broken wings;ki burst;valor;blade of the exile;17;;;;;;
+107;rumble;melee;mage,battlemage;625;N/A;7;;36;61;28;175%;345;125;0.644;22.92%;N/A;1.85;80;165;35;600;junkyard titan;flamespitter;scrap shield;electro harpoon;the equalizer;7;;;;;;Heat
+108;ryze;ranged;mage,battlemage;645;;8;;22;58;32;175%;340;550;0.625;20%;N/A;2.11;65;120;;;arcane mastery;overload;rune prison;spell flux;realm warp;14;300;8;2400;;;
+109;samira;ranged;,marksman;630;;3.25;;26;57;30;175%;335;500;0.658;15%;N/A;3.3;65;100;;;daredevil impulse;flair;blade whirl;wild rush;inferno trigger;5;349;8.2;2800;;;
+110;sejuani;melee;tank,vanguard;630;;8.5;;34;66;32;175%;340;150;0.688;18.75%;0.625;3.5;80;140;50;750;fury of the north;arctic assault;winter's wrath;permafrost;glacial prison;13;400;7;;;;
+111;senna;ranged;,controller,marksman,enchanter;530;;3.5;;28;50;30;175%;330;600;0.625;31.25% (mod. 0.6);0.4;4;65;115;;;basic attack;absolution;piercing darkness;last embrace;curse of the black mist;9;350;11.5;Non-projectile;;;
+112;seraphine;ranged;mage,controller,burst,enchanter;570;;6.5;;19;55;30;175%;325;525;0.669;18.70%;0.625;1;65;120;;;stage presence;high note;surround sound;beat drop;encore;9;440;8;1800;;;
+113;sett;melee;fighter,juggernaut;670;N/A;7;;33;60;28;175%;340;125;0.625;21.43%;N/A;1.75;65;100;35;600;pit grit;knuckle down;haymaker;facebreaker;the show stopper;8;;;;;;Grit
+114;shaco;melee;slayer,assassin;630;;8.5;;30;63;32;175%;345;125;0.694;22.15%;N/A;3;65;135;35;400;backstab;deceive;jack in the box;two-shiv poison;hallucinate;14;297;6;;;;
+115;shen;melee;tank,warden;610;;8.5;;34;60;32;175%;340;125;0.751;17.36%;0.651;3;65;100;35;400;ki barrier;twilight assault;spirit's refuge;shadow dash;stand united;12;;;;400;50;
+116;shyvana;melee;fighter,juggernaut;665;N/A;8.5;;38;66;32;175%;350;125;0.658;19.74%;N/A;2.5;65;100;35;600;fury of the dragonborn;twin bite;burnout;flame breath;dragon's descent;9;;;;;;Fury
+117;singed;melee;,specialist;650;;9.5;;34;63;32;175%;345;125;0.613;23.62%;N/A;1.9;65;135;35;300;noxious slipstream;poison trail;mega adhesive;fling;insanity potion;12;330;7.5;;;;
+118;sion;melee;tank,vanguard;655;;7.5;;32;68;32;175%;345;175;0.679;24.91%;N/A;1.3;80;125;26;600;glory in death;decimating smash;soul furnace;roar of the slayer;unstoppable onslaught;10;400;8;;;;
+119;sivir;ranged;,marksman;600;;3.25;;26;58;30;175%;335;500;0.625;12%;N/A;2;65;115;;;fleet of foot;boomerang blade;ricochet;spell shield;on the hunt;17;340;6;1750;;;
+120;skarner;melee;fighter,diver;650;;9;;38;65;32;175%;335;125;0.625;18% (mod. 0.5);N/A;2.1;80;130;50;600;crystal spires;crystal slash;crystalline exoskeleton;fracture;impale;6;320;7.2;;;;
+121;sona;ranged;controller,enchanter;550;;5.5;;26;49;30;175%;325;550;0.644;17.18%;N/A;2.3;65;110;;;power chord;hymn of valor;aria of perseverance;song of celerity;crescendo;14;340;11.5;1500;;;
+122;soraka;ranged;controller,enchanter;605;;2.5;;32;50;30;175%;325;550;0.625;18.70%;N/A;2.14;65;110;;;salvation;starcall;astral infusion;equinox;wish;16;425;11.5;1000;;;
+123;swain;ranged;mage,battlemage;595;;7;;26;58;30;175%;330;525;0.625;14%;N/A;2.11;65;100;;;ravenous flock;death's hand;vision of empire;nevermove;demonic ascension;8;468;8;1800;;;
+124;sylas;melee;mage,slayer,burst,skirmisher;575;;9;;27;61;32;175%;340;175;0.645;16.77%;N/A;3.5;65;100;35;525;petricite burst;chain lash;kingslayer;abscond;hijack;7;400;8;;;;
+125;syndra;ranged;mage,burst;563;;6.5;;25;54;30;175%;330;550;0.625;18.75%;N/A;2;65;125;;;transcendent;dark sphere;force of will;scatter the weak;unleashed power;13;480;8;1800;;;
+126;tahm kench;melee;tank,warden;640;;6.5;;42;56;32;175%;335;175;0.658;25.02%;N/A;2.5;80;125;50;600;an acquired taste;tongue lash;abyssal dive;thick skin;devour;7;325;8;;;;
+127;taliyah;ranged;mage,battlemage;550;;6.5;;18;58;30;175%;330;525;0.625;16.15%;N/A;1.36;65;120;35;550;rock surfing;threaded volley;seismic shove;unraveled earth;weaver's wall;6;470;8;;;;
+128;talon;melee;slayer,assassin;658;;8.5;;30;68;39;175%;335;125;0.625;12.38%;N/A;2.9;65;120;35;400;blade's end;noxian diplomacy;rake;assassin's path;shadow assault;11;400;7.6;;;;
+129;taric;melee;controller,tank,enchanter,warden;645;;6;;40;55;28;175%;340;150;0.625;18% (mod. 0.25);N/A;2;65;135;35;350;bravado;starlight's touch;bastion;dazzle;cosmic radiance;7;300;8.5;;;;
+130;teemo;ranged;,specialist;598;;5.5;;24;54;30;175%;330;500;0.69;21.57%;N/A;3.38;55;100;;;guerrilla warfare;blinding dart;move quick;toxic shot;noxious trap;15;334;9.6;1300;;;
+131;thresh;ranged;controller,catcher;600;;7;;28;56;30;175%;330;450;0.625;23.958% (mod. 0.25);N/A;3.5;65;125;;;damnation;death sentence;dark passage;flay;the box;15;274;6;Non-projectile;;;
+132;tristana;ranged;,marksman;640;;4;;30;59;28;175%;325;525;0.656;14.80%;0.679;1.5;55;100;;;draw a bead;rapid fire;rocket jump;explosive charge;buster shot;15;250;7.2;2250;;;
+133;trundle;melee;fighter,juggernaut;686;;6;;37;68;32;175%;350;175;0.67;20.83%;N/A;2.9;65;135;26;400;king's tribute;chomp;frozen domain;pillar of ice;subjugate;8;340;7.5;;;;
+134;tryndamere;melee;slayer,skirmisher;696;N/A;8.5;;33;66;32;175%;345;175;0.67;19%;N/A;2.9;65;135;35;400;battle fury;bloodlust;mocking shout;spinning slash;undying rage;12;;;;;;Fury
+135;twisted fate;ranged;mage,burst;604;;5.5;;21;52;30;175%;330;525;0.651;24.40%;N/A;3.22;65;110;;;loaded dice;wild cards;pick a card;stacked deck;destiny;16;333;8;1500;;;
+136;twitch;ranged;,marksman;682;;3.75;;27;59;30;175%;330;550;0.679;20.19%;N/A;3.38;65;135;;;deadly venom;ambush;venom cask;contaminate;spray and pray;13;300;7.25;2500;;;
+137;udyr;melee;fighter,juggernaut;664;;6;;31;62;32;175%;350;125;0.65;19.80%;N/A;3;65;125;35;400;bridge between;wilding claw;iron mantle;blazing stampede;wingborne storm;7;271;7.5;;;;
+138;urgot;ranged;fighter,juggernaut;655;;7.5;;36;63;32;175%;330;350;0.625;15%;N/A;3.75;80;136;;;echoing flames;corrosive charge;purge;disdain;fear beyond death;7;340;7.25;2500;;;
+139;varus;ranged;,mage,marksman,artillery;600;;3.5;;27;62;30;175%;330;575;0.658;17.54%;N/A;4;65;120;;;living vengeance;piercing arrow;blighted quiver;hail of arrows;chain of corruption;13;360;8;2000;;;
+140;vayne;ranged;,marksman;550;;3.5;;23;60;30;175%;330;550;0.658;17.54%;N/A;3.3;65;120;;;night hunter;tumble;silver bolts;condemn;final hour;17;232;7;2000;;;
+141;veigar;ranged;mage,burst;550;;6.5;;18;52;32;175%;340;550;0.625;19.09%;N/A;2.24;55;93;;;phenomenal evil power;baleful strike;dark matter;event horizon;primordial burst;14;490;8;1100;;;
+142;vel'koz;ranged;mage,artillery;590;;5.5;;22;55;30;175%;340;525;0.625;20%;N/A;1.36;65;89;;;organic deconstruction;plasma fission;void rift;tectonic disruption;life form disintegration ray;6;469;8;Non-projectile;;;
+143;vex;ranged;mage,burst;590;;6.5;;23;54;28;175%;335;550;0.669;15.63%;0.625;1;65;100;;;doom 'n gloom;mistral bolt;personal space;looming darkness;shadow surge;3;490;6;2000;;;
+144;vi;melee;fighter,diver;655;;10;;30;63;32;175%;340;125;0.644;22.50%;N/A;2;65;100;35;600;blast shield;vault breaker;denting blows;relentless force;cease and desist;11;295;8;;;;
+145;viego;melee;slayer,skirmisher;630;N/A;7;N/A;34;57;32;175%;345;200;0.658;16.45%;N/A;2.5;65;125;35;775;sovereign's domination;blade of the ruined king;spectral maw;harrowed path;heartbreaker;6;;;;;;
+146;viktor;ranged;mage,battlemage;600;;8;;23;53;30;175%;335;525;0.658;18%;N/A;2.11;65;160;;;glorious evolution;siphon power;gravity field;death ray;chaos storm;7;405;8;2300;;;
+147;vladimir;ranged;mage,battlemage;607;N/A;7;;27;55;30;175%;330;450;0.658;19.74%;N/A;2;65;120;;;crimson pact;transfusion;sanguine pool;tides of blood;hemoplague;13;;;1600;;;Bloodthirst
+148;volibear;melee;fighter,juggernaut;650;;9;;31;60;32;175%;340;150;0.625;30%;0.7;2;80;125;50;400;the relentless storm;thundering smash;frenzied maul;sky splitter;stormbringer;10;350;6.25;;;;
+149;warwick;melee;fighter,diver;620;;4;;33;65;32;175%;335;125;0.638;17.50%;N/A;2.3;55;111;35;400;eternal hunger;jaws of the beast;blood hunt;primal howl;infinite duress;15;280;7.45;;;;
+150;wukong;melee;fighter,diver;610;;3.5;;31;66;28;175%;340;175;0.69;20.83%;0.658;3;65;100;35;600;stone skin;crushing blow;warrior trickster;nimbus strike;cyclone;9;300;8;;;;
+151;xayah;ranged;,marksman;630;;3.25;;25;60;30;175%;330;525;0.658;17.69%;N/A;3.9;65;120;35;800;clean cuts;double daggers;deadly plumage;bladecaller;featherstorm;11;340;8.25;;;;
+152;xerath;ranged;mage,artillery;596;;5.5;;22;55;30;175%;340;525;0.625;25.07%;N/A;1.36;65;89;;;mana surge;arcanopulse;eye of destruction;shocking orb;rite of the arcane;8;400;6.85;2000;;;
+153;xin zhao;melee;fighter,diver;640;;8;;35;63;32;175%;345;175;0.645;18.71%;N/A;3.5;65;108;35;750;determination;three talon strike;wind becomes lightning;audacious charge;crescent guard;11;274;7.25;;;;
+154;yasuo;melee;slayer,skirmisher;590;N/A;6.5;;30;60;32;175% ( ×  0.9);345;175;0.697;22%;0.67;3.5;65;75;32;400;way of the wanderer;steel tempest;wind wall;sweeping blade;last breath;15;;;;;;Flow
+155;yone;melee;slayer,slayer,assassin,skirmisher;620;N/A;7.5;N/A;30;60;32;175% ( ×  0.9);345;175;0.625;22%;N/A;3.5;65;75;32;400;way of the hunter;mortal steel;spirit cleave;soul unbound;fate sealed;6;;;;;;
+156;yorick;melee;fighter,juggernaut;650;;8;;39;62;32;175%;340;175;0.625;20.63%;N/A;2;80;125;50;400;shepherd of souls;last rites;dark procession;mourning mist;eulogy of the isles;8;300;7.5;;;;
+157;yuumi;ranged;controller,enchanter;500;;5;;25;49;25;175%;330;425;0.625;15.63%;N/A;1;65;120;35;475;feline friendship;prowling projectile;you and me!;zoomies;final chapter;7;440;10;;;;
+158;zac;melee;tank,vanguard;685;N/A (Uses Health);8;N/A;33;60;32;175%;340;175;0.736;23.15%;0.638;1.6;80;90;43;400;cell division;stretching strikes;unstable matter;elastic slingshot;let's bounce!;6;;;;;;
+159;zed;melee;slayer,assassin;654;;7;;32;63;29;175%;345;125;0.651;19.76%;N/A;3.3;65;100;35;400;contempt for the weak;razor shuriken;living shadow;shadow slash;death mark;12;;;;200;50;
+160;zeri;ranged;,marksman;630;;3.25;;24;53;30;175%;330;500;0.658;15.63%;0.625;2;65;100;;;living battery;burst fire;ultrashock laser;spark surge;lightning crash;4;250;6;Non-projectile;;;
+161;ziggs;ranged;mage,artillery;606;;6.5;;22;54;30;175%;325;550;0.656;20.83%;N/A;2;55;100;;;short fuse;bouncing bomb;satchel charge;hexplosive minefield;mega inferno bomb;12;480;8;1500;;;
+162;zilean;ranged;,specialist;574;;5.5;;24;52;30;175%;335;550;0.625;18%;N/A;2.13;65;135;;;time in a bottle;time bomb;rewind;time warp;chronoshift;8;452;11.35;1200;;;
+163;zoe;ranged;mage,burst;630;;7.5;;21;58;30;175%;340;550;0.625;16.15%;N/A;2.5;65;120;35;550;more sparkles!;paddle star;spell thief;sleepy trouble bubble;portal jump;8;425;8;;;;
+164;zyra;ranged;controller,catcher;574;;5.5;;29;53;30;175%;340;575;0.625;14.58%;N/A;2.11;65;120;;;garden of thorns;deadly spines;rampant growth;grasping roots;stranglethorns;11;418;13;1700;;;
diff --git a/exercicios/para-sala/Netflix.ipynb b/exercicios/para-sala/Netflix.ipynb
new file mode 100644
index 0000000..7f92fef
--- /dev/null
+++ b/exercicios/para-sala/Netflix.ipynb
@@ -0,0 +1,576 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>User ID</th>\n",
+       "      <th>Subscription Type</th>\n",
+       "      <th>Monthly Revenue</th>\n",
+       "      <th>Join Date</th>\n",
+       "      <th>Last Payment Date</th>\n",
+       "      <th>Country</th>\n",
+       "      <th>Age</th>\n",
+       "      <th>Gender</th>\n",
+       "      <th>Device</th>\n",
+       "      <th>Plan Duration</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>1</td>\n",
+       "      <td>Basic</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15-01-22</td>\n",
+       "      <td>10-06-23</td>\n",
+       "      <td>United States</td>\n",
+       "      <td>28</td>\n",
+       "      <td>Male</td>\n",
+       "      <td>Smartphone</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2</td>\n",
+       "      <td>Premium</td>\n",
+       "      <td>15</td>\n",
+       "      <td>05-09-21</td>\n",
+       "      <td>22-06-23</td>\n",
+       "      <td>Canada</td>\n",
+       "      <td>35</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Tablet</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>3</td>\n",
+       "      <td>Standard</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28-02-23</td>\n",
+       "      <td>27-06-23</td>\n",
+       "      <td>United Kingdom</td>\n",
+       "      <td>42</td>\n",
+       "      <td>Male</td>\n",
+       "      <td>Smart TV</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>4</td>\n",
+       "      <td>Standard</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10-07-22</td>\n",
+       "      <td>26-06-23</td>\n",
+       "      <td>Australia</td>\n",
+       "      <td>51</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Laptop</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>5</td>\n",
+       "      <td>Basic</td>\n",
+       "      <td>10</td>\n",
+       "      <td>01-05-23</td>\n",
+       "      <td>28-06-23</td>\n",
+       "      <td>Germany</td>\n",
+       "      <td>33</td>\n",
+       "      <td>Male</td>\n",
+       "      <td>Smartphone</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2495</th>\n",
+       "      <td>2496</td>\n",
+       "      <td>Premium</td>\n",
+       "      <td>14</td>\n",
+       "      <td>25-07-22</td>\n",
+       "      <td>12-07-23</td>\n",
+       "      <td>Spain</td>\n",
+       "      <td>28</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Smart TV</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2496</th>\n",
+       "      <td>2497</td>\n",
+       "      <td>Basic</td>\n",
+       "      <td>15</td>\n",
+       "      <td>04-08-22</td>\n",
+       "      <td>14-07-23</td>\n",
+       "      <td>Spain</td>\n",
+       "      <td>33</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Smart TV</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2497</th>\n",
+       "      <td>2498</td>\n",
+       "      <td>Standard</td>\n",
+       "      <td>12</td>\n",
+       "      <td>09-08-22</td>\n",
+       "      <td>15-07-23</td>\n",
+       "      <td>United States</td>\n",
+       "      <td>38</td>\n",
+       "      <td>Male</td>\n",
+       "      <td>Laptop</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2498</th>\n",
+       "      <td>2499</td>\n",
+       "      <td>Standard</td>\n",
+       "      <td>13</td>\n",
+       "      <td>12-08-22</td>\n",
+       "      <td>12-07-23</td>\n",
+       "      <td>Canada</td>\n",
+       "      <td>48</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Tablet</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2499</th>\n",
+       "      <td>2500</td>\n",
+       "      <td>Basic</td>\n",
+       "      <td>15</td>\n",
+       "      <td>13-08-22</td>\n",
+       "      <td>12-07-23</td>\n",
+       "      <td>United States</td>\n",
+       "      <td>35</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Smart TV</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>2500 rows × 10 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "      User ID Subscription Type  Monthly Revenue Join Date Last Payment Date  \\\n",
+       "0           1             Basic               10  15-01-22          10-06-23   \n",
+       "1           2           Premium               15  05-09-21          22-06-23   \n",
+       "2           3          Standard               12  28-02-23          27-06-23   \n",
+       "3           4          Standard               12  10-07-22          26-06-23   \n",
+       "4           5             Basic               10  01-05-23          28-06-23   \n",
+       "...       ...               ...              ...       ...               ...   \n",
+       "2495     2496           Premium               14  25-07-22          12-07-23   \n",
+       "2496     2497             Basic               15  04-08-22          14-07-23   \n",
+       "2497     2498          Standard               12  09-08-22          15-07-23   \n",
+       "2498     2499          Standard               13  12-08-22          12-07-23   \n",
+       "2499     2500             Basic               15  13-08-22          12-07-23   \n",
+       "\n",
+       "             Country  Age  Gender      Device Plan Duration  \n",
+       "0      United States   28    Male  Smartphone       1 Month  \n",
+       "1             Canada   35  Female      Tablet       1 Month  \n",
+       "2     United Kingdom   42    Male    Smart TV       1 Month  \n",
+       "3          Australia   51  Female      Laptop       1 Month  \n",
+       "4            Germany   33    Male  Smartphone       1 Month  \n",
+       "...              ...  ...     ...         ...           ...  \n",
+       "2495           Spain   28  Female    Smart TV       1 Month  \n",
+       "2496           Spain   33  Female    Smart TV       1 Month  \n",
+       "2497   United States   38    Male      Laptop       1 Month  \n",
+       "2498          Canada   48  Female      Tablet       1 Month  \n",
+       "2499   United States   35  Female    Smart TV       1 Month  \n",
+       "\n",
+       "[2500 rows x 10 columns]"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_netflix = pd.read_csv('netflix.csv')\n",
+    "df_netflix"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 2500 entries, 0 to 2499\n",
+      "Data columns (total 10 columns):\n",
+      " #   Column             Non-Null Count  Dtype \n",
+      "---  ------             --------------  ----- \n",
+      " 0   User ID            2500 non-null   int64 \n",
+      " 1   Subscription Type  2500 non-null   object\n",
+      " 2   Monthly Revenue    2500 non-null   int64 \n",
+      " 3   Join Date          2500 non-null   object\n",
+      " 4   Last Payment Date  2500 non-null   object\n",
+      " 5   Country            2500 non-null   object\n",
+      " 6   Age                2500 non-null   int64 \n",
+      " 7   Gender             2500 non-null   object\n",
+      " 8   Device             2500 non-null   object\n",
+      " 9   Plan Duration      2500 non-null   object\n",
+      "dtypes: int64(3), object(7)\n",
+      "memory usage: 195.4+ KB\n"
+     ]
+    }
+   ],
+   "source": [
+    "df_netflix.info()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "ID do usuario               0\n",
+       "Tipo de assinatura          0\n",
+       "Receita mensal              0\n",
+       "Data de afiliacao           0\n",
+       "Data do ultimo pagamento    0\n",
+       "Pais                        0\n",
+       "Idade                       0\n",
+       "Genero                      0\n",
+       "Dispositivo                 0\n",
+       "Duraco do plano             0\n",
+       "dtype: int64"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_netflix.isnull().sum()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>ID do usuario</th>\n",
+       "      <th>Tipo de assinatura</th>\n",
+       "      <th>Receita mensal</th>\n",
+       "      <th>Data de afiliacao</th>\n",
+       "      <th>Data do ultimo pagamento</th>\n",
+       "      <th>Pais</th>\n",
+       "      <th>Idade</th>\n",
+       "      <th>Genero</th>\n",
+       "      <th>Dispositivo</th>\n",
+       "      <th>Duracao do plano</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>1</td>\n",
+       "      <td>Basic</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15-01-22</td>\n",
+       "      <td>10-06-23</td>\n",
+       "      <td>United States</td>\n",
+       "      <td>28</td>\n",
+       "      <td>Male</td>\n",
+       "      <td>Smartphone</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2</td>\n",
+       "      <td>Premium</td>\n",
+       "      <td>15</td>\n",
+       "      <td>05-09-21</td>\n",
+       "      <td>22-06-23</td>\n",
+       "      <td>Canada</td>\n",
+       "      <td>35</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Tablet</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>3</td>\n",
+       "      <td>Standard</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28-02-23</td>\n",
+       "      <td>27-06-23</td>\n",
+       "      <td>United Kingdom</td>\n",
+       "      <td>42</td>\n",
+       "      <td>Male</td>\n",
+       "      <td>Smart TV</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>4</td>\n",
+       "      <td>Standard</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10-07-22</td>\n",
+       "      <td>26-06-23</td>\n",
+       "      <td>Australia</td>\n",
+       "      <td>51</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Laptop</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>5</td>\n",
+       "      <td>Basic</td>\n",
+       "      <td>10</td>\n",
+       "      <td>01-05-23</td>\n",
+       "      <td>28-06-23</td>\n",
+       "      <td>Germany</td>\n",
+       "      <td>33</td>\n",
+       "      <td>Male</td>\n",
+       "      <td>Smartphone</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2495</th>\n",
+       "      <td>2496</td>\n",
+       "      <td>Premium</td>\n",
+       "      <td>14</td>\n",
+       "      <td>25-07-22</td>\n",
+       "      <td>12-07-23</td>\n",
+       "      <td>Spain</td>\n",
+       "      <td>28</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Smart TV</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2496</th>\n",
+       "      <td>2497</td>\n",
+       "      <td>Basic</td>\n",
+       "      <td>15</td>\n",
+       "      <td>04-08-22</td>\n",
+       "      <td>14-07-23</td>\n",
+       "      <td>Spain</td>\n",
+       "      <td>33</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Smart TV</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2497</th>\n",
+       "      <td>2498</td>\n",
+       "      <td>Standard</td>\n",
+       "      <td>12</td>\n",
+       "      <td>09-08-22</td>\n",
+       "      <td>15-07-23</td>\n",
+       "      <td>United States</td>\n",
+       "      <td>38</td>\n",
+       "      <td>Male</td>\n",
+       "      <td>Laptop</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2498</th>\n",
+       "      <td>2499</td>\n",
+       "      <td>Standard</td>\n",
+       "      <td>13</td>\n",
+       "      <td>12-08-22</td>\n",
+       "      <td>12-07-23</td>\n",
+       "      <td>Canada</td>\n",
+       "      <td>48</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Tablet</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2499</th>\n",
+       "      <td>2500</td>\n",
+       "      <td>Basic</td>\n",
+       "      <td>15</td>\n",
+       "      <td>13-08-22</td>\n",
+       "      <td>12-07-23</td>\n",
+       "      <td>United States</td>\n",
+       "      <td>35</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Smart TV</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>2500 rows × 10 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "      ID do usuario Tipo de assinatura  Receita mensal Data de afiliacao  \\\n",
+       "0                 1              Basic              10          15-01-22   \n",
+       "1                 2            Premium              15          05-09-21   \n",
+       "2                 3           Standard              12          28-02-23   \n",
+       "3                 4           Standard              12          10-07-22   \n",
+       "4                 5              Basic              10          01-05-23   \n",
+       "...             ...                ...             ...               ...   \n",
+       "2495           2496            Premium              14          25-07-22   \n",
+       "2496           2497              Basic              15          04-08-22   \n",
+       "2497           2498           Standard              12          09-08-22   \n",
+       "2498           2499           Standard              13          12-08-22   \n",
+       "2499           2500              Basic              15          13-08-22   \n",
+       "\n",
+       "     Data do ultimo pagamento            Pais  Idade  Genero Dispositivo  \\\n",
+       "0                    10-06-23   United States     28    Male  Smartphone   \n",
+       "1                    22-06-23          Canada     35  Female      Tablet   \n",
+       "2                    27-06-23  United Kingdom     42    Male    Smart TV   \n",
+       "3                    26-06-23       Australia     51  Female      Laptop   \n",
+       "4                    28-06-23         Germany     33    Male  Smartphone   \n",
+       "...                       ...             ...    ...     ...         ...   \n",
+       "2495                 12-07-23           Spain     28  Female    Smart TV   \n",
+       "2496                 14-07-23           Spain     33  Female    Smart TV   \n",
+       "2497                 15-07-23   United States     38    Male      Laptop   \n",
+       "2498                 12-07-23          Canada     48  Female      Tablet   \n",
+       "2499                 12-07-23   United States     35  Female    Smart TV   \n",
+       "\n",
+       "     Duracao do plano  \n",
+       "0             1 Month  \n",
+       "1             1 Month  \n",
+       "2             1 Month  \n",
+       "3             1 Month  \n",
+       "4             1 Month  \n",
+       "...               ...  \n",
+       "2495          1 Month  \n",
+       "2496          1 Month  \n",
+       "2497          1 Month  \n",
+       "2498          1 Month  \n",
+       "2499          1 Month  \n",
+       "\n",
+       "[2500 rows x 10 columns]"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "traducao_colunas = {\n",
+    "    'User ID': 'ID do usuario',\n",
+    "    'Subscription Type': 'Tipo de assinatura',\n",
+    "    'Monthly Revenue': 'Receita mensal',\n",
+    "    'Join Date': 'Data de afiliacao',\n",
+    "    'Last Payment Date': 'Data do ultimo pagamento',\n",
+    "    'Country': 'Pais',\n",
+    "    'Age': 'Idade',\n",
+    "    'Gender': 'Genero',\n",
+    "    'Device': 'Dispositivo',\n",
+    "    'Plan Duration': 'Duracao do plano'\n",
+    "}\n",
+    "df_netflix.rename(columns=traducao_colunas, inplace=True)\n",
+    "df_netflix"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/exercicios/para-sala/aula_s15_parte01.ipynb b/exercicios/para-sala/aula_s15_parte01.ipynb
new file mode 100644
index 0000000..fd640ba
--- /dev/null
+++ b/exercicios/para-sala/aula_s15_parte01.ipynb
@@ -0,0 +1,301 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "##  Introdução ao Tableau Public\n",
+    "\n",
+    "Tenham as bases da netflix e da olist (que elas criaram) em mãos desde o início da aula. Não iremos criar visualizações de dados com esses dados nesse primeiro momento, a ideia é usar essas bases que que já conhecem para fazer algumas observações sobre o conteúdo teórico. \n",
+    "\n",
+    "O Tableau Public é uma plataforma gratuita para explorar, criar e compartilhar publicamente visualizações de dados online, ou seja, dashboards. Através dele é possível publicar suas visualizações em uma espécie de \"repositório\", então é uma excelente alternativa para a criação de um portfólio de dados. No próprio site da empresa você consegue acessar os repositórios de outras pessoas e explorar os projetos de outras pessoas. A empresa Tableau possui vários produtos, contudo, o Tableau Public é um software gratuito que pode ser utilizado tanto no desktop quanto na nuvem. \n",
+    "\n",
+    "Para acessar o Tableau Public: https://public.tableau.com/app/discover\n",
+    "\n",
+    "Para criar sua conta, acesse: https://id.tableau.com/register?clientId=wcS7HwY98qdfgBREHT7Xoln7ipc75U0a. Aqui, o usuário é criado, quando feito, retorne ao primeiro link do Tableau Public para finalizar seu cadastro no Tableau Public. \n",
+    "\n",
+    "Para logar no Tableau Public, clique em Entrar:\n",
+    "![](imgs/tela_login.png)\n",
+    "\n",
+    "Feito o login, você cairá na página mais \"gerencial\" da sua conta. Vamos explorá-la:\n",
+    "![](imgs/dashboard_tp.png)\n",
+    "\n",
+    "Nota p/ a professora: aqui vale explorar a página um pouco. Explicar o que é a visualização do dia, aonde aparece os projetos pessoais, a aba de Tendência com os dashboards mais famosos da plataforma, etc. \n",
+    "\n",
+    "Agora que entendemos um pouquinho melhor das informações disponíveis na página, observando no menu a aba de Criar:\n",
+    "![](imgs/dashboard_criar.png)\n",
+    "\n",
+    "Nela veremos duas opções: criação na Web e Baixe o Tabelau Desktop Public Edition. Como havia dito, temos duas formas de utilizar esse software, online e via desktop. Para nossa aula, iremos utilizar a versão web. \n",
+    "![](imgs/criar_web.png)\n",
+    "\n",
+    "Clicando em Criação na Web, nos deparamos com a página de Conexão de Dados. Para esse pedaço da aula iremos parar aqui e dar seguimento ao software daqui a pouco. Agora, iremos para uma dinâmica para vocês se familizarem melhor com o Tableau!"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Dinâmica: Cadastrando o Tableau Public e explorando repositórios\n",
+    "\n",
+    "Agora é hora de vocês conhecerem um pouquinho mais sobre essa ferramenta. Clicando na lupa no canto superior direito, vamos para essa tela: \n",
+    "![](imgs/search.png)\n",
+    "Nessa tela você é capaz de pesquisar por visualizações públicas que a comunidade Tableau criou. \n",
+    "\n",
+    "Para essa dinâmica, vocês irão:\n",
+    "- Criar a sua conta;\n",
+    "- Logar no Tableau Public\n",
+    "- Explorar os repositorios por temas que te interessem e ver como as pessoas dispõem e mostram essas informações. E caso goste de algum, favorite esse repositório!\n",
+    "\n",
+    "Teremos 20 minutos para essa dinâmica."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Princípios básicos da visualização de dados\n",
+    "Nesta seção, vamos explorar os princípios fundamentais que norteiam a criação de visualizações eficazes e impactantes. Vamos mergulhar em conceitos-chave que ajudarão você a criar visualizações que comunicam informações de forma clara e concisa.\n",
+    "\n",
+    "O que é a visualização de dados? É a representação gráfica ou visual de informações, padrões ou insights contidos em conjuntos de dados. Essa representação gráfica e visual pode ser feita através de gráficos, tabelas, mapas, infográficos e outros elementos visuais para traduzir dados numéricos e estatísticos em formas mais compreensíveis. Traduzindo essa informação, facilitamos a interpretação e a análise dos dados, tornando as informações mais acessíveis, claras e impactantes. Quando bem projetadas, as visualizações podem permitir a identificação de tendências, padrões, correlações e anomalias, auxiliando na tomada de decisões informadas, na comunicação eficaz de insights e no suporte à resolução de problemas complexos.\n",
+    "\n",
+    "Pensando nesse cenário, é fácil tendenciar que somente empresas de tecnologia. Porém, independentemente do campo de atuação, a capacidade de visualizar dados é uma habilidade valiosa para profissionais em diversos setores. Por exemplo:\n",
+    "\n",
+    "- Negócios e Gestão: Utilizada em análises de negócios, gestão de projetos, inteligência de negócios para auxiliar na monitorização de métricas de desempenho, avaliação de resultados e planejamento estratégico.\n",
+    "\n",
+    "- Ciência e Pesquisa: Em pesquisa científica, a visualização de dados é usada para representar resultados de estudos, modelagem de dados e padrões complexos, bem como para divulgar descobertas para o público em geral, como por exemplo em artigos científicos.\n",
+    "\n",
+    "- Jornalismo e Mídia: Podem ser utilizadas por jornalistas para contar histórias e apresentar informações complexas de forma acessível ao público, especialmente em temas como política, economia, saúde e questões sociais.\n",
+    "\n",
+    "- Saúde e Medicina: Em saúde, é usada para rastrear epidemias, analisar dados de pacientes e melhorar a compreensão de padrões e tendências em dados médicos.\n",
+    "\n",
+    "- Marketing e Vendas: A visualização de dados ajuda as empresas a entender o comportamento do cliente, analisar o desempenho das campanhas de marketing e tomar decisões estratégicas de vendas.\n",
+    "\n",
+    "### Etapas da criação de uma visualização de dados\n",
+    "Assim como fizemos durante a nossa análise exploratória na aula passada, com a visualização de dados que iremos criar, precisamos garantir que as perguntas feitas inicialmente serão respondidas. \n",
+    "- **Definição dos objetivos**: Assim como fizemos durante a nossa análise exploratória na aula passada, com a visualização de dados que iremos criar, precisamos garantir que as perguntas feitas inicialmente serão respondidas. \n",
+    "- **Escolhendo gráficos adequados**: Para garantir que as nossas perguntas sejam corretamente respondidas, é importante entender os diferentes tipos de gráficos que temos e qual deles seria o mais adequado, afinal, temos diferentes tipos de gráficos e suas capacidades para representar diferentes tipos de dados (quantitativos, qualitativos, temporais, espaciais etc).\n",
+    "- **Organização e sequência lógica**: Organização da visualização em uma sequência lógica que faça sentido e que ajudem à contar uma história que guie os usuários.\n",
+    "- **Escolha de cores e paleta de cores**: A escolha das cores em si não faz diferença no quão bem as suas visualizações serão absorvidas, o ponto aqui é se manter em uma paleta de cores para todas as visualizações. A mudança brusca de paletas com contrastes diferentes pode tirar a atenção do usuário para o que realmente importa: os dados. Cores devem ser  utilizadas de forma estratégica para enfatizar padrões e dar agilidade na interpretação da informação. \n",
+    "\n",
+    "Agora, vamos entender um pouco melhor sobre como podemos trabalhar os diferentes tipos de dados para garantirmos que a informação será transmitida de forma clara. Como disse anteriormente, dependendo da natureza dos dados, diferentes tipos de gráficos são mais adequados para representá-los. Vamos explorar:\n",
+    "\n",
+    "1. Dados Categóricos: Os dados categóricos representam categorias ou grupos distintos que não possuem uma ordem natural entre eles.\n",
+    "    - Gráfico de Barras: Ideal para comparar quantidades entre diferentes categorias. Cada categoria é representada por uma barra, e a altura da barra indica a magnitude da categoria. Observando o gráfico abaixo, temos uma informação categórica, a classificação do custo. Categorizando esse tipo de informação conseguimos obter diferentes insights  do quão bem uma empresa, por exemplo, está lucrando (ou não) ao longo do mês.  \n",
+    "    ![img](imgs/1.webp)\n",
+    "    - Gráfico de Pizza (ou Setores): Mostra a proporção de cada categoria em relação ao total. Cada categoria é representada como uma fatia de pizza. Na figura abaixo temos um gráfico de pizza, que pode ser utilizado para dados categóricos. Aqui estamos vendo um gráfico que retrata o Faturamento por produtos vendidos. Porém, esse gráfico apresenta alguns problemas que fazem com que analistas geralmente evitem gráficos de pizza, observando essa imagem percebemos algumas coisas: temos +15 categorias diferentes e algumas delas possuem números tão pequenos que mal conseguimos identificá-las na visualização. Gráficos de pizza dependem de cores para salientar diferenças, e caso você tenha muitas categorias, dificilmente você conseguirá chegar num esquema de cores que te ajude nisso. , cada uma com uma cor diferente. E por fim, em gráficos assim é dificil perceber rapidamente a diferença entre valores próximos (exemplo: o faturamento do iPhone XS, Aspire 5 e Smart TV 50'), caso não existissem as labels indicando o %, seria impossível estimar os percentuais. \n",
+    "    Isso significa que gráficos de pizza devem ser abolidos? Não. Podemos usar gráficos de pizza em dados que possuem poucas categorias (máximo 3).\n",
+    "    ![img](imgs/grafico_pizza.png)\n",
+    "\n",
+    "2. Dados Quantitativos: Os dados quantitativos representam valores numéricos, podendo ser contínuos (compreendidos em um intervalo real) ou discretos (valores inteiros).\n",
+    "    - Gráfico de Linhas: Ideal para mostrar tendências e padrões ao longo do tempo ou qualquer outra dimensão contínua. Os pontos de dados são conectados por linhas.\n",
+    "\n",
+    "    ![img](imgs/grafico_linhas.webp)\n",
+    "    - Gráfico de Barras (também para dados quantitativos): Quando os dados são agrupados em intervalos ou quando as categorias são numéricas.\n",
+    "\n",
+    "    ![img](imgs/grafico_barras_1.png)\n",
+    "    - Gráfico de Dispersão: Usado para visualizar a relação entre duas variáveis quantitativas. Cada ponto representa uma observação com valores nos eixos X e Y.\n",
+    "\n",
+    "    ![img](imgs/grafico_dispersao.webp)\n",
+    "    - Histograma: Representa a distribuição de dados quantitativos em intervalos discretos (bins). É semelhante ao gráfico de barras, mas usado para dados contínuos.\n",
+    "\n",
+    "    ![img](imgs/grafico_histograma.jpg)\n",
+    "\n",
+    "3. Dados Temporais: os dados temporais representam eventos ou valores que ocorrem em momentos específicos no tempo.\n",
+    "    - Gráfico de Linhas: Usado para mostrar a evolução de um valor ao longo do tempo.\n",
+    "    - Gráfico de Barras: Pode ser usado para comparar valores de diferentes períodos de tempo.\n",
+    "    - Gráfico de Área: Similar ao gráfico de linha, mas com a área abaixo da linha preenchida, o que facilita a comparação entre diferentes séries de tempo.\n",
+    "\n",
+    "    ![img](imgs/graficos_areas.webp)\n",
+    "\n",
+    "4. Dados Geoespaciais: Os dados geoespaciais estão associados a locais geográficos específicos, como cidades, países ou coordenadas de latitude e longitude.\n",
+    "    - Mapas: Permitem visualizar dados em um contexto geográfico. Pontos, bolhas, cores ou padrões podem ser usados para representar informações relacionadas a locais específicos.\n",
+    "\n",
+    "    ![img](imgs/grafico_mapas.png)\n",
+    "\n",
+    "Sempre que estiver em dúvida sobre qual gráfico seria melhor. A resposta é simples: \n",
+    "\n",
+    "`R: Qualquer um que seja fácil para seu público ler.`"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Dinâmica: Avaliando os tipos de dados na base da Netflix e Olist\n",
+    "\n",
+    "Agora que vocês entenderam um pouco melhor sobre os tipos de dados e a melhor forma de visualizá-los, vamos retomar às tabelas que trabalhamos na semana passada, da Netflix e da Olist. E a ideia da dinâmica é fazer uma classificação da nossa base, temos dados temporais? Quais colunas? Temos dados categóricos? Quais colunas? Qual a melhor forma de disponibilizar essas informações?\n",
+    "\n",
+    "Teremos 15 minutos para essa dinâmica."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Dashboards: outra abordagem de visualização de dados (Parte 2)\n",
+    "Agora que entendemos os conceitos da visualização de dados e os diferentes tipos de gráfico que conseguimos utilizar, chegou a hora de colocarmos a cereja no bolo para criarmos visualizações eficientes: precisamos nos aprofundar em sequência lógica e escolha das cores. \n",
+    "\n",
+    "A sequência lógica refere-se à organização e estruturação da apresentação dos elementos visuais de forma a guiar o público através da história ou mensagem que se deseja transmitir. Uma sequência lógica ajuda os usuários a compreenderem melhor os dados, interpretarem as informações corretamente e extrair insights de maneira clara e coerente.\n",
+    "\n",
+    "Vamos mergulhar em alguns conceitos para entender melhor como podemos garantir uma sequência lógica eficiente em nossos dashboards:\n",
+    "\n",
+    "- Objetivo Claro: Antes de criar uma visualização, defina um objetivo claro do que você deseja comunicar. Isso permitirá que você estruture a sequência de maneira apropriada, garantindo que cada elemento visual contribua para a compreensão da mensagem geral.\n",
+    "\n",
+    "- Fluxo da Informação: A sequência lógica deve seguir uma ordem natural de leitura, levando o público a percorrer a visualização de forma coesa. Comece com uma introdução clara, apresentando o contexto e, em seguida, siga para os detalhes e insights mais específicos.\n",
+    "\n",
+    "- Destaque e Contexto: Utilize anotações, destaques, setas ou outros elementos para chamar a atenção para informações importantes. Esses recursos ajudam a fornecer contexto e guiar o olhar do público para os aspectos essenciais da visualização.\n",
+    "\n",
+    "- Consistência: Mantenha uma estrutura consistente em toda a visualização, evitando mudanças bruscas no estilo ou organização que possam confundir o público.\n",
+    "\n",
+    "- Eliminação de Ruído: Evite adicionar elementos visuais desnecessários que possam desviar a atenção do público dos principais insights ou da mensagem que você deseja transmitir.\n",
+    "\n",
+    "- Conte uma História: Use a sequência lógica para criar uma narrativa com os dados, apresentando informações em uma ordem que faça sentido, construindo um início, meio e fim, ou conduzindo o público por uma linha de raciocínio.\n",
+    "\n",
+    "\n",
+    "- **Escolha de cores e paleta de cores**\n",
+    "A escolha de cores e a paleta de cores desempenham um papel crucial na visualização de dados em dashboards. Cores bem selecionadas podem melhorar a compreensão, destacar informações importantes e tornar a experiência do usuário mais agradável. No entanto, o uso inadequado de cores pode levar a interpretações equivocadas e até mesmo distorcer os dados. Aqui estão algumas diretrizes importantes para a escolha de cores em dashboards de visualização de dados:\n",
+    "\n",
+    "Atenção ao Contraste: Certifique-se de que as cores escolhidas tenham bom contraste entre si, facilitando a distinção entre diferentes elementos visuais. Isso é especialmente importante para leitores com deficiência visual.\n",
+    "\n",
+    "Cuidado com Cores Próximas: Evite o uso de cores muito próximas em tonalidade, pois podem ser confundidas facilmente. Garanta que as cores escolhidas sejam claramente distintas.\n",
+    "\n",
+    "Escala de Cores Gradativas: Ao representar dados contínuos, como dados numéricos em um mapa de calor, utilize escalas de cores graduativas que transmitam claramente a variação dos valores. Por exemplo, azul para valores baixos e vermelho para valores altos.\n",
+    "\n",
+    "Cuidado com a Saturação: Evite cores excessivamente saturadas, pois elas podem ser distrativas e dificultar a leitura das informações. Opte por cores mais suaves e menos vibrantes.\n",
+    "\n",
+    "Acessibilidade: Leve em consideração a acessibilidade para pessoas com deficiências visuais. Utilize cores que tenham contraste suficiente para que os leitores com daltonismo ou outros problemas de visão possam distinguir facilmente os elementos.\n",
+    "\n",
+    "Evite o Uso Excessivo de Cores: Não sobrecarregue a visualização com muitas cores diferentes. Em vez disso, tente manter uma paleta de cores coesa e consistente.\n",
+    "\n",
+    "Fique Atento ao Tema do Dashboard: Considere o tema ou a marca do dashboard ao escolher as cores. Elas devem ser consistentes com a identidade visual da empresa ou projeto.\n",
+    "\n",
+    "Uma paleta de cores bem selecionada pode tornar o dashboard visualmente atraente, facilitar a interpretação dos dados e melhorar a experiência geral do usuário. Com a devida atenção à escolha de cores, você pode criar dashboards de visualização de dados eficazes e envolventes."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Dinâmica: Avaliando dashboards e sua eficácia\n",
+    "Agora que vocês entenderam melhor sobre a importância da escolha correta de gráficos, cores e sequencia lógica, chegou a hora de vocês analisarem 4 dashboards diferentes. Em grupos, analisem se a informação é facilmente \"digerível\", e avalie o que pode ser melhorado em cada uma delas. \n",
+    "\n",
+    "https://docs.google.com/presentation/d/1ecgGf9zS1PrHMsSIdwB1ur4ccoQ1T9xhwGvgcBY_c64/edit?usp=sharing\n",
+    "\n",
+    "Teremos 15 minutos para essa dinâmica."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Conhecendo o Tableau Public com os dados da Olist\n",
+    "\n",
+    "Vamos usar o arquivo `base_final_s14_parte2.csv`  para garantir que estamos trabalhando em cima do mesmo dado. \n",
+    "\n",
+    "Agora que já entendemos as melhores práticas, chegou a hora de conhecermos a ferramenta que iremos utilizar, o Tableau. Em nossa aula, iremos utilizar o Tableau Public Web. E iremos fazer um dashboard com a base que criamos na aula passada da Olist. Vamos lá!\n",
+    "\n",
+    "A primeira tela que nos deparamos ao abrir o Tableau Web é a tela de conexão dos dados. Aqui iremos incluir o arquivo `base_final_s14_parte2.csv`.\n",
+    "![](imgs/criar_web.png)\n",
+    "\n",
+    "Ao selecionar o arquivo desejado, aguardamos o Tableau processar essas informações:\n",
+    "![](imgs/dashboard_importando_arquivo.png)\n",
+    "\n",
+    "Com o fim do processamento, nos deparamos com isso:\n",
+    "![](imgs/tela_fonte_de_dados.png)\n",
+    "\n",
+    "Essa tela nos mostra um 'overview' da tabela que importamos, ela mostra como os nomes de cada campo foi renomeado, pode mostrar uma amostra da sua tabela clicando em \"atualizar agora\", e no canto inferior esquerdo, temos as abas que é onde iremos criar individualmente cada gráfico. Vamos para a Sheets 1. \n",
+    "![](imgs/tela_sheets.png)\n",
+    "\n",
+    "Essa tela iremos ver sempre que abrirmos uma Planilha (ou sheets) nova. Ao lado esquerdo encontramos todas as colunas da nossa tabela. Logo ao lado temos a label de Marcas que é onde controlamos o tipo de gráfico, e a forma que queremos apresentar nossa informação. No Tableau Public, para criar as visualizações, você deve arrastar as colunas para ou algum campo das Marcas, campo de Colunas ou Linhas. Vamos fazer um gráfico simples de barras:\n",
+    "Primeiro arrastamos a coluna de Customer State para o campo de Colunas:\n",
+    "\n",
+    "![](imgs/tela_barras_1.png)\n",
+    "\n",
+    "Feito isso, observamos que todos os estados são alinhados na horizontal. Agora, iremos incluir uma dado quantitativo, de preço dos pedidos, para observarmos qual é o estado com mais faturamento.\n",
+    "![](imgs/grafico_barras_2.png)\n",
+    "\n",
+    "O gráfico de barras é o gráfico padrão do Tableau. Você pode alterar o tipo de gráfico clicando nesse menu dropdown de Marcas:\n",
+    "![](imgs/opcoes_marcas.png)\n",
+    "\n",
+    "Você pode alterar a cor dessa visualização clicando em Cor, e escolhendo a cor desejada: \n",
+    "![](imgs/tela_cores.png)\n",
+    "\n",
+    "\n",
+    "Agora, vamos ajustar mais um ponto dessa visualização: ordenar os estados por maior valor vendido. São Paulo é bem claro que vendeu mais, mas para estados com vendas relativamente próximas é dificil identificar quem vendeu mais, para isso, vamos ordenar essa informação clicando no eixo de Price:\n",
+    "![](imgs/grafico_orderna.png)\n",
+    "\n",
+    "Agora ficou melhor, né? Vamos fazer mais alguns ajustes. Vamos incluir um título e ocultar alguns eixos:\n",
+    "\n",
+    "Clicando duas vezes no texto \"Sheet 1\" na parte superior do gráfico, iremos escrever:\n",
+    "![](imgs/grafico_titulo.png)\n",
+    "\n",
+    "E agora, para deixar a visão mais limpa, iremos ocultar um eixo:\n",
+    "![](imgs/grafico_ocultar.png)\n",
+    "\n",
+    "Agora, vamos categorizar essa informação. Quais são as cidades com maior representatividade?\n",
+    "\n",
+    "Arrastando a coluna de cidade para Cor, teremos a seguinte visão: \n",
+    "\n",
+    "![](imgs/grafico_cidades.png)\n",
+    "\n",
+    "Passando o mouse, percebemos que para o estado de São Paulo, a cidade de São Paulo é a que trouxe o maior número de vendas. Essa visão é interessante, porém, é um pouco poluída. Vamos pensar numa forma melhor que mostrar essa informação. \n",
+    "\n",
+    "Vamos mudar a paleta de cores para degradê e colocar uma borda no mesmo tom:\n",
+    "![](imgs/grafico_degrade.png)\n",
+    "\n",
+    "Colocando a borda:\n",
+    "![](imgs/grafico_com_borda.png)\n",
+    "\n",
+    "Por fim, iremos incluir 3 filtros nessa visualização: de cidade, estado e mês. \n",
+    "![](imgs/grafico_filtros.png)\n",
+    "\n",
+    "Para fecharmos essa parte da aula, iremos criar mais um gráfico, agora temporal, para entendermos a sazonalidade do nosso dado: \n",
+    "\n",
+    "Quando importamos uma informação de data no Tableau, geralmente ele irá agregá-la por ano. Vamos ajustar esse campo para ele trazer a data da forma que ela está na nossa base: \n",
+    "\n",
+    "![](imgs/grafico_reference_month.png)\n",
+    "\n",
+    "Colocando a coluna Price no campo de Linhas, teremos o seguinte gráfico de evolução: \n",
+    "![](imgs/grafico_linhas.png)\n",
+    "\n",
+    "Em filtros, inclua os filtros de reference_month, cidade e estado e aplique esses filtros à todas as planilhas que utilizam essa base:\n",
+    "![](imgs/grafico_filtros_1.png)\n",
+    "\n",
+    "Ah, não esqueça do título também. \n",
+    "\n",
+    "Agora, vamos colocar essas visualizações em nosso dashboard: \n",
+    "\n",
+    "Clicando em Novo Painel, você pode arrastar as visualizações que acabamos de criar:\n",
+    "\n",
+    "![](imgs/dashboard_1.png)\n",
+    "\n",
+    "Agora, vamos deixá-lo interativo com os filtros que trouxemos anteriormente. \n",
+    "\n",
+    "Para fazer isso, no dashboard, clique na setinha da primeira visualização e clique em cada um dos filtros e organize eles no dashboard.\n",
+    "\n",
+    "![](imgs/grafico_filtros_2.png)\n",
+    "\n",
+    "E assim, temos o nosso primeiro dashboard:\n",
+    "![](imgs/dashboard_1.png)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Dinâmica: Importando dados p/ o Tableau e primeiras visualizações\n",
+    "\n",
+    "Agora é a vez de vocês, importe a `base_final_s14_parte2.py` que foi utilizado na aula prática, e explorem! Importem essa informação para o Tableau, e tentem criar algumas visualizações, explorem as cores, diferentes tipos de gráficos, e se der tempo, um dashboard com filtros interativos.\n",
+    "\n",
+    "Teremos 30 minutos para essa dinâmica.\n"
+   ]
+  }
+ ],
+ "metadata": {
+  "language_info": {
+   "name": "python"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/exercicios/para-sala/aula_s15_parte02.ipynb b/exercicios/para-sala/aula_s15_parte02.ipynb
new file mode 100644
index 0000000..da7b537
--- /dev/null
+++ b/exercicios/para-sala/aula_s15_parte02.ipynb
@@ -0,0 +1,173 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Prática: Construíndo visualizações no Tableau Public (Parte 1): Gráficos\n",
+    "Agora que entendemos um pouquinho melhor como o Tableau funciona, podemos explorar um pouco melhor os tipos de gráficos que temos. Para fazer isso, vamos explorar melhor o estado de São Paulo?\n",
+    "\n",
+    "Adicionando uma nova planilha, vamos garantir que estamos filtrando somente os dados de São Paulo. \n",
+    "![](imgs/filtro_sp.png)\n",
+    "\n",
+    "Para essa parte da aula, o objetivo é criar 4 visualizações diferentes:\n",
+    "1. Ranking Top 10 cidades de SP c/ melhor desempenho\n",
+    "2. Evolução de Vendas por Cidade\n",
+    "3. Número de Pedidos + Status de Entrega\n",
+    "\n",
+    "Para a primeira visualização, iremos trazer o campo de Cidade para linhas, e arrastar o campo Price para o campo de Texto: \n",
+    "![](imgs/viz_sp.png)\n",
+    "\n",
+    "Para trazermos as 10 cidades com mais vendas, precisamos criar um \"Campo Calculado\" utilizando a função Rank. Que irá ordenar as cidades de acordo com a variável que iremos escolher, no caso, a soma de Price. \n",
+    "\n",
+    "Para criar um campo calculado, clique com o botão direito no campo Price: \n",
+    "![](imgs/viz_campo_calculado.png). \n",
+    "\n",
+    "Essa ação cria um pop-up onde damos um nome a esse campo novo, iremos chamar de Ranking, e logo abaixo inserimos o nosso cálculo. \n",
+    "![](imgs/campo_calculado.png).\n",
+    "\n",
+    "`RANK(SUM([Price]))`\n",
+    "\n",
+    "Com o campo calculado criado, podemos arrastar esse campo ao lado do campo de Cidade nas Linhas. Precisaremos ajustar esse campo para Discreto. E por fim, teremos o nosso ranking: \n",
+    "![](imgs/ranking.png)\n",
+    "\n",
+    "Agora basta trazer o campo de Ranking para filtros e filtrar somente os 10 primeiros. \n",
+    "![](imgs/filtro_ranking.png)\n",
+    "\n",
+    "Agora, precisamos fazer mais alguns cálculos. Quantos pedidos foram realizados em cada cidade? Quantos itens? \n",
+    "\n",
+    "Para calcular os pedidos, crie um campo calculado chamado Pedidos, com o seguinte cálculo: \n",
+    "`COUNTD([Order Id])`\n",
+    "\n",
+    "E para calcular o Ticket Médio, ou seja, o valor médio dos pedidos:\n",
+    "`SUM([Price])/Pedidos`\n",
+    "\n",
+    "Assim, finalizamos nossa primeira visualização:\n",
+    "\n",
+    "![](imgs/viz_1_sp.png)\n",
+    "\n",
+    "A nossa segunda visualização é a evolução de vendas por cidade: \n",
+    "![](imgs/viz_2_sp.png)\n",
+    "\n",
+    "Nossa próxima e última visualização, iremos entender um pouco melhor sobre o Status da Entrega. Realizamos esse cálculo na nossa Análise Exploratória, porém não trouxemos a coluna calculada para tabela final, então, vamos fazer um campo calculado para isso!\n",
+    "\n",
+    "Na aula anterior, o cálculo que fizemos para chegar nesse status foi:\n",
+    "```\n",
+    "df_olist.loc[df_olist['order_delivered_date'] > df_olist['shipping_limit_dt'], 'status_entrega'] = 'ATRASADO'\n",
+    "df_olist.loc[df_olist['order_delivered_date'] < df_olist['shipping_limit_dt'], 'status_entrega'] = 'ADIANTADO'\n",
+    "df_olist.loc[df_olist['order_delivered_date'] == df_olist['shipping_limit_dt'], 'status_entrega'] = 'DENTRO DO ESPERADO'\n",
+    "```\n",
+    "\n",
+    "Vamos replicar isso no Tableau:\n",
+    "```\n",
+    "IF [Order Delivered Customer Date] > [Shipping Limit Date] THEN 'ATRASADO'\n",
+    "ELSEIF [Order Delivered Customer Date] < [Shipping Limit Date] THEN 'ADIANTADO'\n",
+    "ELSE 'DENTRO DO ESPERADO'\n",
+    "END\n",
+    "```\n",
+    "\n",
+    "Campo calculado pronto, vamos fazer nossas visões!\n",
+    "Traga os campos status_entrega e o de Pedidos para Linhas ou Colunas, tanto faz! Clique no canto superior direito \"Mostre-me\" e altere a visualização para o mapa de árvores: \n",
+    "\n",
+    "![](imgs/viz_3_1_sp.png)\n",
+    "\n",
+    "E dessa forma, teremos a seguinte visualização por área: \n",
+    "![](imgs/viz_3_sp.png)\n",
+    "\n",
+    "Agora, vamos fazer algumas melhorias. Trazer os números para a visualização e trazer seus percentuais também!\n",
+    "\n",
+    "![](imgs/viz_sp_perc.png)\n",
+    "\n",
+    "Porém, apesar desse campo agora ser de porcentagem, ainda não conseguimos ver os números. Para isso, clicando em Ctrl, arraste o campo AGREG(Pedidos) para o campo de rótulos. Assim, teremos uma viz final assim: \n",
+    "![](imgs/viz_4_sp.png)\n",
+    "\n",
+    "Finalizamos as visões, vamos praticar? "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Dinâmica: Exercícios Práticos: criando visualizações\n",
+    "\n",
+    "Para essa dinâmica, vocês devem replicar a ideia que usamos para fazer nossas visualizações, porém, para outros estados! Vocês irão fazer 3 visualizações: \n",
+    "\n",
+    "1. Ranking Top 10 cidades do estado de sua escolha\n",
+    "2. Evolução de Vendas por Cidade\n",
+    "3. Número de Pedidos + Status de Entrega\n",
+    "\n",
+    "E irão criar alguns campos calculados para gerar essas visões, como:\n",
+    "\n",
+    "1. Número de pedidos\n",
+    "2. Status de Entrega\n",
+    "3. Ticket Médio\n",
+    "\n",
+    "A ideia da dinâmica é que vocês explorem outras formas de dispor essas informações. Por exemplo, para o Ranking criamos uma tabela, essa informação poderia ser um gráfico? Quais outras formas que podemos passar a mensagem do Top 10 cidades? \n",
+    "\n",
+    "Teremos 45 minutos para essa dinâmica."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Prática: Construíndo visualizações no Tableau Public (Parte 2): Dashboards\n",
+    "Agora que temos nossas visualizações prontas, vamos fazer o nosso dashboard final. Arrastando as visualizações para o nosso dashboard:\n",
+    "\n",
+    "![](imgs/viz_5_sp.png)\n",
+    "\n",
+    "Vamos deixá-lo interativo como fizemos anteriormente. Vamos trazer o filtro de cidade, período e status de entrega.\n",
+    "![](imgs/viz_6_sp.png)\n",
+    "\n",
+    "Com as duas visualizações finalizadas, vamos publicar nosso projeto? \n",
+    "\n",
+    "No menu superior, clique em Arquivo > Publicar como...\n",
+    "![](imgs/viz_7_sp.png)\n",
+    "\n",
+    "Marque a opção de Mostrar planilhas como guias. E clique em Publicar. E prontinho! \n",
+    "\n",
+    "Seu dashboard está publicado."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Dinâmica: Refatorando visualizações criadas com os dados da Olist\n",
+    "\n",
+    "Na semana passada vocês precisaram entregar uma base final enriquecida com mais tabelas da base da Olist, lembram? Vocês irão utilizar essa base final criada na semana passada para replicar todas as visualizações que vocês criaram no notebook exploratório de vocês. Se o campo status entrega (que fizemos na prática de gráficos), por exemplo, for um campo que você já trouxe calculado, ótimo! Caso contrário, use essa oportunidade para calculá-lo no Tableau e compare os resultados!\n",
+    "\n",
+    "Teremos 50 minutos para essa dinâmica."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Desafio da semana \n",
+    "\n",
+    "Objetivo: Sedimentar os conhecimentos de Visualização de Dados que aprendemos nessa aula. \n",
+    "\n",
+    "Desafio: Criar um dashboard com os dados da Olist a partir da sua base final criada na Semana 14.\n",
+    "\n",
+    "Requisitos: \n",
+    "- Formular o mínimo de 8 visualizações diferentes;\n",
+    "- Utilizar a sua base final criada com os dados da Olist (caso você deseje enriquecer sua base conforme você for criando as visualizações, fique à vontade!);  \n",
+    "- Publicar seu dashboard final no repositório do Tableau. \n",
+    "\n",
+    "\n",
+    "Submeta uma pasta que contenha: \n",
+    "- o link de acesso ao seu dashboard no site do Tableau Web;\n",
+    "- print das telas finais;\n",
+    "- arquivo .py da base final utilizada para alimentar o dashboard."
+   ]
+  }
+ ],
+ "metadata": {
+  "language_info": {
+   "name": "python"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/material/base_final_s14_olist.csv b/exercicios/para-sala/base_final_s14_olist.csv
similarity index 100%
rename from material/base_final_s14_olist.csv
rename to exercicios/para-sala/base_final_s14_olist.csv
diff --git a/exercicios/para-sala/netflix.csv b/exercicios/para-sala/netflix.csv
new file mode 100644
index 0000000..5bb7159
--- /dev/null
+++ b/exercicios/para-sala/netflix.csv
@@ -0,0 +1,2501 @@
+User ID,Subscription Type,Monthly Revenue,Join Date,Last Payment Date,Country,Age,Gender,Device,Plan Duration
+1,Basic,10,15-01-22,10-06-23,United States,28,Male,Smartphone,1 Month
+2,Premium,15,05-09-21,22-06-23,Canada,35,Female,Tablet,1 Month
+3,Standard,12,28-02-23,27-06-23,United Kingdom,42,Male,Smart TV,1 Month
+4,Standard,12,10-07-22,26-06-23,Australia,51,Female,Laptop,1 Month
+5,Basic,10,01-05-23,28-06-23,Germany,33,Male,Smartphone,1 Month
+6,Premium,15,18-03-22,27-06-23,France,29,Female,Smart TV,1 Month
+7,Standard,12,09-12-21,25-06-23,Brazil,46,Male,Tablet,1 Month
+8,Basic,10,02-04-23,24-06-23,Mexico,39,Female,Laptop,1 Month
+9,Standard,12,20-10-22,23-06-23,Spain,37,Male,Smartphone,1 Month
+10,Premium,15,07-01-23,22-06-23,Italy,44,Female,Smart TV,1 Month
+11,Basic,10,16-05-22,22-06-23,United States,31,Female,Smartphone,1 Month
+12,Premium,15,23-03-23,28-06-23,Canada,45,Male,Tablet,1 Month
+13,Standard,12,30-11-21,27-06-23,United Kingdom,48,Female,Laptop,1 Month
+14,Basic,10,01-08-22,26-06-23,Australia,27,Male,Smartphone,1 Month
+15,Standard,12,09-05-23,28-06-23,Germany,38,Female,Smart TV,1 Month
+16,Premium,15,07-04-22,27-06-23,France,36,Male,Tablet,1 Month
+17,Basic,10,24-01-22,25-06-23,Brazil,30,Female,Laptop,1 Month
+18,Standard,12,18-10-21,24-06-23,Mexico,43,Male,Smartphone,1 Month
+19,Premium,15,15-02-23,23-06-23,Spain,32,Female,Smart TV,1 Month
+20,Basic,10,27-05-23,22-06-23,Italy,41,Male,Tablet,1 Month
+21,Premium,15,10-06-23,22-06-23,United States,26,Female,Laptop,1 Month
+22,Basic,10,22-07-22,28-06-23,Canada,34,Male,Smartphone,1 Month
+23,Standard,12,05-12-21,27-06-23,United Kingdom,49,Female,Smart TV,1 Month
+24,Standard,12,03-04-22,26-06-23,Australia,31,Male,Tablet,1 Month
+25,Basic,10,14-03-23,28-06-23,Germany,40,Female,Laptop,1 Month
+26,Premium,15,12-01-22,27-06-23,France,29,Male,Smartphone,1 Month
+27,Basic,10,29-08-22,25-06-23,Brazil,47,Female,Smart TV,1 Month
+28,Standard,12,27-09-21,24-06-23,Mexico,33,Male,Tablet,1 Month
+29,Premium,15,19-12-22,23-06-23,Spain,36,Female,Laptop,1 Month
+30,Basic,10,17-05-23,22-06-23,Italy,42,Male,Smartphone,1 Month
+31,Premium,15,03-02-23,22-06-23,United States,28,Female,Smart TV,1 Month
+32,Basic,10,07-07-22,28-06-23,Canada,37,Male,Tablet,1 Month
+33,Standard,12,21-01-22,27-06-23,United Kingdom,41,Female,Laptop,1 Month
+34,Standard,12,25-05-22,26-06-23,Australia,29,Male,Smartphone,1 Month
+35,Basic,10,11-04-23,28-06-23,Germany,39,Female,Smart TV,1 Month
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+42,Basic,10,15-06-22,28-06-23,Canada,40,Male,Smartphone,1 Month
+43,Standard,12,07-02-22,27-06-23,United Kingdom,36,Female,Smart TV,1 Month
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+45,Basic,10,28-01-23,28-06-23,Germany,43,Female,Laptop,1 Month
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+84,Standard,12,13-04-23,25-06-23,Australia,32,Male,Smartphone,1 Month
+85,Premium,10,06-04-23,27-06-23,Germany,37,Female,Laptop,1 Month
+86,Basic,11,04-03-22,25-06-23,France,29,Female,Smartphone,1 Month
+87,Premium,15,28-12-21,23-06-23,Brazil,45,Male,Smart TV,1 Month
+88,Standard,12,27-09-22,28-06-23,Mexico,47,Male,Tablet,1 Month
+89,Basic,15,20-10-22,26-06-23,Spain,39,Male,Smartphone,1 Month
+90,Standard,13,03-02-23,23-06-23,Italy,49,Female,Smartphone,1 Month
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+95,Basic,11,28-02-22,25-06-23,Germany,34,Male,Laptop,1 Month
+96,Premium,14,26-07-22,24-06-23,France,32,Male,Laptop,1 Month
+97,Basic,10,05-03-22,24-06-23,Brazil,29,Female,Tablet,1 Month
+98,Standard,13,07-03-22,28-06-23,Mexico,31,Female,Tablet,1 Month
+99,Standard,12,13-01-23,24-06-23,Spain,29,Female,Tablet,1 Month
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+112,Basic,10,01-06-22,28-06-23,Canada,33,Female,Laptop,1 Month
+113,Standard,15,07-05-22,26-06-23,United Kingdom,37,Male,Tablet,1 Month
+114,Premium,10,18-11-22,25-06-23,Australia,48,Male,Smartphone,1 Month
+115,Basic,11,05-04-22,25-06-23,Germany,50,Female,Laptop,1 Month
+116,Premium,14,19-05-22,23-06-23,France,45,Female,Smart TV,1 Month
+117,Basic,15,30-10-21,23-06-23,Brazil,40,Female,Tablet,1 Month
+118,Standard,12,07-08-22,27-06-23,Mexico,33,Male,Smartphone,1 Month
+119,Standard,11,20-09-22,25-06-23,Spain,44,Female,Smartphone,1 Month
+120,Basic,10,18-10-22,25-06-23,Italy,30,Female,Smart TV,1 Month
+121,Premium,15,03-10-22,24-06-23,United States,27,Male,Smart TV,1 Month
+122,Basic,11,03-05-22,28-06-23,Canada,51,Male,Smart TV,1 Month
+123,Standard,13,25-05-22,26-06-23,United Kingdom,49,Female,Smartphone,1 Month
+124,Premium,15,05-11-22,25-06-23,Australia,43,Male,Laptop,1 Month
+125,Basic,12,21-08-22,24-06-23,Germany,42,Male,Smartphone,1 Month
+126,Premium,13,21-09-22,23-06-23,France,45,Male,Laptop,1 Month
+127,Basic,10,23-11-21,23-06-23,Brazil,36,Male,Smartphone,1 Month
+128,Standard,12,06-10-22,27-06-23,Mexico,48,Male,Smartphone,1 Month
+129,Standard,13,05-11-22,23-06-23,Spain,38,Male,Smart TV,1 Month
+130,Basic,14,07-01-23,23-06-23,Italy,43,Female,Tablet,1 Month
+131,Premium,15,06-10-22,23-06-23,United States,47,Male,Laptop,1 Month
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+149,Premium,13,17-11-22,27-06-23,Spain,46,Female,Smart TV,1 Month
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+156,Premium,15,19-08-22,25-06-23,France,47,Male,Smartphone,1 Month
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+159,Standard,10,21-12-22,26-06-23,Spain,51,Female,Smart TV,1 Month
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+226,Basic,10,27-09-22,26-06-23,France,35,Male,Smartphone,1 Month
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+381,Premium,10,14-07-22,27-06-23,United States,43,Female,Laptop,1 Month
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+384,Standard,10,19-05-22,28-06-23,Australia,35,Female,Smartphone,1 Month
+385,Premium,15,22-05-22,27-06-23,Germany,44,Male,Smartphone,1 Month
+386,Basic,14,11-07-22,26-06-23,France,48,Male,Tablet,1 Month
+387,Premium,11,19-07-22,28-06-23,Brazil,39,Female,Tablet,1 Month
+388,Standard,12,21-07-22,28-06-23,Mexico,38,Male,Laptop,1 Month
+389,Basic,14,02-08-22,26-06-23,Spain,45,Male,Smart TV,1 Month
+390,Standard,13,03-07-22,28-06-23,Italy,43,Female,Laptop,1 Month
+391,Premium,13,23-06-22,27-06-23,United States,42,Male,Laptop,1 Month
+392,Basic,15,03-06-22,28-06-23,Canada,28,Male,Smart TV,1 Month
+393,Standard,10,03-06-22,26-06-23,United Kingdom,40,Male,Tablet,1 Month
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+395,Basic,12,05-06-22,26-06-23,Germany,45,Female,Laptop,1 Month
+396,Premium,14,10-06-22,27-06-23,France,30,Female,Smartphone,1 Month
+397,Basic,11,14-07-22,26-06-23,Brazil,31,Female,Smartphone,1 Month
+398,Standard,13,15-07-22,27-06-23,Mexico,51,Female,Tablet,1 Month
+399,Standard,12,14-07-22,25-06-23,Spain,44,Female,Smartphone,1 Month
+400,Basic,14,13-07-22,27-06-23,Italy,49,Male,Laptop,1 Month
+401,Premium,12,17-07-22,26-06-23,United States,47,Female,Laptop,1 Month
+402,Basic,14,21-07-22,26-06-23,Canada,42,Male,Smartphone,1 Month
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+405,Basic,13,06-08-22,26-06-23,Germany,49,Female,Tablet,1 Month
+406,Premium,12,19-08-22,26-06-23,France,32,Female,Smartphone,1 Month
+407,Basic,12,26-08-22,27-06-23,Brazil,37,Female,Tablet,1 Month
+408,Standard,13,27-09-22,27-06-23,Mexico,37,Female,Tablet,1 Month
+409,Standard,14,15-09-22,25-06-23,Spain,37,Male,Smartphone,1 Month
+410,Basic,15,02-09-22,25-06-23,Italy,37,Male,Smart TV,1 Month
+411,Premium,14,03-09-22,26-06-23,United States,48,Female,Tablet,1 Month
+412,Basic,12,03-09-22,26-06-23,Canada,47,Male,Laptop,1 Month
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+414,Premium,14,21-08-22,27-06-23,Australia,47,Female,Laptop,1 Month
+415,Basic,13,23-08-22,25-06-23,Germany,39,Female,Smartphone,1 Month
+416,Premium,10,02-09-22,26-06-23,France,28,Male,Tablet,1 Month
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+418,Standard,14,21-10-22,27-06-23,Mexico,47,Female,Smart TV,1 Month
+419,Standard,11,30-10-22,27-06-23,Spain,27,Female,Laptop,1 Month
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+421,Premium,14,16-10-22,28-06-23,United States,33,Male,Tablet,1 Month
+422,Basic,14,15-09-22,29-06-23,Canada,29,Female,Tablet,1 Month
+423,Standard,15,12-09-22,27-06-23,United Kingdom,41,Male,Smartphone,1 Month
+424,Premium,12,18-09-22,29-06-23,Australia,28,Female,Tablet,1 Month
+425,Basic,13,04-10-22,27-06-23,Germany,38,Male,Tablet,1 Month
+426,Premium,15,05-10-22,30-06-23,France,35,Male,Laptop,1 Month
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+428,Standard,12,17-11-22,28-06-23,Mexico,45,Male,Smartphone,1 Month
+429,Standard,14,18-11-22,26-06-23,Spain,51,Male,Laptop,1 Month
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+431,Premium,15,04-12-22,28-06-23,United States,28,Male,Smart TV,1 Month
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+435,Basic,11,17-10-22,28-06-23,Germany,39,Female,Smart TV,1 Month
+436,Premium,11,19-10-22,29-06-23,France,41,Female,Smartphone,1 Month
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+438,Standard,12,24-10-22,28-06-23,Mexico,35,Male,Smart TV,1 Month
+439,Standard,12,23-10-22,27-06-23,Spain,37,Female,Smart TV,1 Month
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+444,Premium,10,25-06-22,28-06-23,Australia,50,Female,Smartphone,1 Month
+445,Basic,12,24-06-22,28-06-23,Germany,41,Male,Tablet,1 Month
+446,Basic,14,28-06-22,28-06-23,France,46,Female,Smartphone,1 Month
+447,Basic,15,11-08-22,28-06-23,Brazil,36,Female,Laptop,1 Month
+448,Standard,14,12-08-22,27-06-23,Mexico,48,Male,Tablet,1 Month
+449,Premium,10,07-08-22,28-06-23,Spain,37,Female,Laptop,1 Month
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+452,Premium,12,16-06-22,26-06-23,Canada,42,Female,Laptop,1 Month
+453,Standard,11,30-05-22,28-06-23,United Kingdom,45,Female,Tablet,1 Month
+454,Standard,15,28-05-22,28-06-23,Australia,51,Female,Tablet,1 Month
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+456,Premium,14,04-06-22,27-06-23,France,41,Male,Tablet,1 Month
+457,Standard,14,29-06-22,28-06-23,Brazil,40,Male,Smart TV,1 Month
+458,Basic,10,24-07-22,28-06-23,Mexico,27,Male,Tablet,1 Month
+459,Standard,10,19-07-22,27-06-23,Spain,46,Female,Tablet,1 Month
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+462,Premium,15,10-06-22,28-06-23,Canada,45,Male,Smartphone,1 Month
+463,Standard,11,01-06-22,26-06-23,United Kingdom,40,Male,Smart TV,1 Month
+464,Basic,13,03-06-22,28-06-23,Australia,45,Male,Laptop,1 Month
+465,Standard,11,05-06-22,26-06-23,Germany,34,Male,Laptop,1 Month
+466,Premium,10,07-06-22,27-06-23,France,33,Male,Laptop,1 Month
+467,Basic,10,22-06-22,26-06-23,Brazil,47,Female,Laptop,1 Month
+468,Standard,11,28-06-22,27-06-23,Mexico,32,Male,Smart TV,1 Month
+469,Premium,12,29-06-22,29-06-23,Spain,41,Female,Tablet,1 Month
+470,Basic,15,03-07-22,28-06-23,Italy,31,Female,Tablet,1 Month
+471,Premium,15,08-07-22,27-06-23,United States,43,Male,Tablet,1 Month
+472,Basic,10,13-07-22,27-06-23,Canada,32,Female,Tablet,1 Month
+473,Standard,10,27-07-22,28-06-23,United Kingdom,46,Female,Smartphone,1 Month
+474,Standard,14,30-07-22,28-06-23,Australia,38,Male,Smartphone,1 Month
+475,Basic,11,13-08-22,26-06-23,Germany,31,Female,Smart TV,1 Month
+476,Premium,14,18-08-22,26-06-23,France,31,Female,Laptop,1 Month
+477,Basic,10,24-08-22,27-06-23,Brazil,50,Male,Laptop,1 Month
+478,Standard,10,08-09-22,27-06-23,Mexico,32,Male,Laptop,1 Month
+479,Premium,13,04-09-22,27-06-23,Spain,38,Female,Smartphone,1 Month
+480,Basic,15,04-09-22,27-06-23,Italy,37,Female,Laptop,1 Month
+481,Premium,12,04-09-22,26-06-23,United States,36,Male,Smart TV,1 Month
+482,Basic,11,27-08-22,27-06-23,Canada,30,Male,Smart TV,1 Month
+483,Standard,14,25-08-22,27-06-23,United Kingdom,28,Male,Smart TV,1 Month
+484,Standard,13,25-08-22,28-06-23,Australia,40,Male,Smartphone,1 Month
+485,Basic,14,01-09-22,28-06-23,Germany,28,Female,Tablet,1 Month
+486,Premium,15,13-09-22,26-06-23,France,37,Female,Laptop,1 Month
+487,Basic,15,05-10-22,29-06-23,Brazil,30,Male,Smart TV,1 Month
+488,Standard,11,08-10-22,28-06-23,Mexico,33,Female,Smart TV,1 Month
+489,Premium,11,26-10-22,28-06-23,Spain,49,Male,Tablet,1 Month
+490,Basic,12,18-10-22,29-06-23,Italy,36,Female,Smart TV,1 Month
+491,Premium,12,07-10-22,28-06-23,United States,28,Female,Smartphone,1 Month
+492,Basic,10,17-09-22,30-06-23,Canada,51,Male,Tablet,1 Month
+493,Standard,11,18-09-22,27-06-23,United Kingdom,35,Female,Smartphone,1 Month
+494,Standard,14,27-09-22,29-06-23,Australia,31,Male,Smart TV,1 Month
+495,Basic,13,30-09-22,27-06-23,Germany,39,Male,Smartphone,1 Month
+496,Premium,10,30-10-22,30-06-23,France,51,Female,Laptop,1 Month
+497,Basic,11,09-11-22,29-06-23,Brazil,44,Male,Smartphone,1 Month
+498,Standard,11,17-11-22,28-06-23,Mexico,41,Female,Smartphone,1 Month
+499,Premium,10,18-11-22,26-06-23,Spain,28,Female,Laptop,1 Month
+500,Basic,15,22-11-22,30-06-23,Italy,38,Male,Laptop,1 Month
+501,Premium,14,22-11-22,28-06-23,Spain,43,Male,Smartphone,1 Month
+502,Basic,13,21-11-22,30-06-23,Spain,38,Male,Smartphone,1 Month
+503,Standard,14,10-11-22,26-06-23,United States,30,Male,Tablet,1 Month
+504,Standard,12,21-10-22,29-06-23,Canada,32,Female,Laptop,1 Month
+505,Basic,11,21-10-22,28-06-23,United States,35,Male,Smartphone,1 Month
+506,Premium,14,23-10-22,29-06-23,United States,27,Male,Smart TV,1 Month
+507,Basic,15,24-10-22,26-06-23,Canada,49,Female,Tablet,1 Month
+508,Standard,12,23-10-22,28-06-23,United Kingdom,42,Female,Tablet,1 Month
+509,Premium,10,21-10-22,28-06-23,Australia,40,Male,Smartphone,1 Month
+510,Basic,15,06-10-22,29-06-23,Germany,43,Female,Tablet,1 Month
+511,Premium,11,26-07-22,28-06-23,France,44,Female,Smart TV,1 Month
+512,Basic,15,13-07-22,28-06-23,Brazil,32,Male,Tablet,1 Month
+513,Standard,10,06-07-22,28-06-23,Mexico,50,Male,Tablet,1 Month
+514,Standard,14,07-07-22,28-06-23,Spain,35,Male,Tablet,1 Month
+515,Basic,15,01-07-22,29-06-23,Italy,44,Female,Laptop,1 Month
+516,Premium,14,31-07-22,28-06-23,Spain,42,Female,Smart TV,1 Month
+517,Basic,12,06-08-22,28-06-23,Spain,34,Female,Smart TV,1 Month
+518,Standard,15,07-08-22,27-06-23,United States,37,Female,Tablet,1 Month
+519,Premium,10,06-08-22,28-06-23,Canada,43,Male,Smartphone,1 Month
+520,Basic,13,03-08-22,28-06-23,United States,32,Male,Smart TV,1 Month
+521,Basic,15,18-06-22,28-06-23,United States,33,Female,Smart TV,1 Month
+522,Basic,14,17-06-22,27-06-23,Canada,32,Female,Tablet,1 Month
+523,Standard,13,07-06-22,29-06-23,United Kingdom,41,Male,Smartphone,1 Month
+524,Premium,15,06-06-22,28-06-23,Australia,31,Male,Tablet,1 Month
+525,Basic,14,04-06-22,27-06-23,Germany,44,Male,Tablet,1 Month
+526,Basic,11,20-06-22,28-06-23,France,49,Male,Laptop,1 Month
+527,Premium,10,10-07-22,28-06-23,Brazil,48,Female,Tablet,1 Month
+528,Standard,13,13-07-22,29-06-23,Mexico,42,Female,Smartphone,1 Month
+529,Standard,11,07-07-22,27-06-23,Spain,50,Female,Laptop,1 Month
+530,Basic,14,22-06-22,28-06-23,Italy,49,Female,Smart TV,1 Month
+531,Premium,14,15-06-22,27-06-23,Spain,30,Female,Laptop,1 Month
+532,Standard,11,03-06-22,28-06-23,Spain,38,Male,Laptop,1 Month
+533,Basic,14,04-06-22,27-06-23,United States,38,Male,Smartphone,1 Month
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+537,Premium,10,17-06-22,27-06-23,Canada,38,Male,Smartphone,1 Month
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+539,Basic,12,02-07-22,29-06-23,Australia,30,Female,Tablet,1 Month
+540,Standard,10,03-07-22,29-06-23,Germany,40,Male,Smartphone,1 Month
+541,Premium,10,13-07-22,27-06-23,France,31,Male,Smart TV,1 Month
+542,Basic,14,26-07-22,27-06-23,Brazil,41,Male,Smartphone,1 Month
+543,Standard,11,27-07-22,28-06-23,Mexico,37,Male,Smartphone,1 Month
+544,Premium,14,08-08-22,28-06-23,Spain,49,Male,Tablet,1 Month
+545,Basic,14,17-08-22,27-06-23,Italy,29,Male,Smart TV,1 Month
+546,Premium,10,20-08-22,26-06-23,Spain,31,Male,Smart TV,1 Month
+547,Basic,10,05-09-22,27-06-23,Spain,39,Male,Tablet,1 Month
+548,Standard,12,05-09-22,27-06-23,United States,51,Female,Smartphone,1 Month
+549,Standard,10,05-09-22,27-06-23,Canada,38,Female,Smartphone,1 Month
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+553,Standard,14,27-08-22,28-06-23,United Kingdom,39,Male,Smart TV,1 Month
+554,Premium,12,29-08-22,29-06-23,Australia,37,Male,Smartphone,1 Month
+555,Basic,11,13-09-22,28-06-23,Germany,37,Female,Smartphone,1 Month
+556,Premium,14,24-09-22,27-06-23,France,34,Male,Smartphone,1 Month
+557,Basic,15,05-10-22,29-06-23,Brazil,37,Male,Smartphone,1 Month
+558,Standard,14,18-10-22,30-06-23,Mexico,37,Female,Smart TV,1 Month
+559,Standard,13,19-10-22,28-06-23,Spain,51,Female,Tablet,1 Month
+560,Basic,15,14-10-22,29-06-23,Italy,45,Male,Laptop,1 Month
+561,Premium,14,30-09-22,28-06-23,Spain,29,Female,Laptop,1 Month
+562,Basic,14,19-09-22,30-06-23,Spain,37,Male,Laptop,1 Month
+563,Standard,10,24-09-22,29-06-23,United States,34,Male,Tablet,1 Month
+564,Premium,14,28-09-22,29-06-23,Canada,35,Male,Smartphone,1 Month
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+567,Basic,14,08-11-22,29-06-23,Canada,36,Male,Smart TV,1 Month
+568,Standard,11,16-11-22,28-06-23,United Kingdom,27,Female,Laptop,1 Month
+569,Standard,10,17-11-22,26-06-23,Australia,31,Female,Laptop,1 Month
+570,Basic,10,20-11-22,30-06-23,Germany,41,Female,Laptop,1 Month
+571,Premium,13,21-11-22,29-06-23,France,37,Male,Smart TV,1 Month
+572,Basic,12,21-11-22,30-06-23,Brazil,49,Female,Tablet,1 Month
+573,Standard,12,18-11-22,27-06-23,Mexico,37,Female,Smart TV,1 Month
+574,Premium,14,26-10-22,29-06-23,Spain,36,Female,Smartphone,1 Month
+575,Basic,13,25-10-22,28-06-23,Italy,38,Female,Smart TV,1 Month
+576,Premium,15,26-10-22,30-06-23,Spain,49,Female,Tablet,1 Month
+577,Basic,15,23-10-22,26-06-23,Spain,31,Male,Laptop,1 Month
+578,Standard,13,23-10-22,28-06-23,United States,29,Female,Laptop,1 Month
+579,Standard,12,16-10-22,28-06-23,Canada,35,Female,Tablet,1 Month
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+581,Premium,10,02-08-22,29-06-23,United States,29,Female,Laptop,1 Month
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+584,Premium,14,14-07-22,28-06-23,Australia,48,Female,Smart TV,1 Month
+585,Basic,14,16-07-22,29-06-23,Germany,41,Male,Laptop,1 Month
+586,Premium,15,06-08-22,29-06-23,France,51,Female,Laptop,1 Month
+587,Basic,14,07-08-22,28-06-23,Brazil,39,Male,Smart TV,1 Month
+588,Standard,11,07-08-22,27-06-23,Mexico,31,Male,Smartphone,1 Month
+589,Standard,15,04-08-22,29-06-23,Spain,28,Male,Laptop,1 Month
+590,Basic,15,29-07-22,29-06-23,Italy,47,Male,Laptop,1 Month
+591,Premium,14,19-06-22,28-06-23,Spain,35,Female,Smart TV,1 Month
+592,Basic,15,09-06-22,29-06-23,Spain,33,Male,Smartphone,1 Month
+593,Standard,11,06-06-22,29-06-23,United States,41,Male,Smartphone,1 Month
+594,Premium,12,06-06-22,30-06-23,Canada,38,Female,Smart TV,1 Month
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+596,Basic,14,18-06-22,28-06-23,United States,29,Female,Smart TV,1 Month
+597,Basic,13,27-06-22,28-06-23,Canada,50,Male,Laptop,1 Month
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+599,Premium,15,06-07-22,27-06-23,Australia,44,Male,Smart TV,1 Month
+600,Basic,14,16-06-22,29-06-23,Germany,36,Female,Smart TV,1 Month
+601,Basic,14,05-06-22,30-06-23,France,46,Female,Smart TV,1 Month
+602,Premium,14,05-06-22,29-06-23,Brazil,30,Male,Smartphone,1 Month
+603,Standard,15,06-06-22,27-06-23,Mexico,46,Female,Tablet,1 Month
+604,Standard,15,07-06-22,28-06-23,Spain,33,Male,Smartphone,1 Month
+605,Basic,15,10-06-22,29-06-23,Italy,46,Female,Tablet,1 Month
+606,Premium,14,13-06-22,29-06-23,Spain,50,Male,Tablet,1 Month
+607,Standard,14,14-06-22,27-06-23,Spain,27,Female,Smart TV,1 Month
+608,Basic,12,22-06-22,28-06-23,United States,48,Female,Smart TV,1 Month
+609,Standard,14,03-07-22,29-06-23,Canada,50,Female,Smartphone,1 Month
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+611,Basic,15,11-07-22,28-06-23,United States,29,Female,Smartphone,1 Month
+612,Premium,11,17-07-22,27-06-23,Canada,36,Male,Smart TV,1 Month
+613,Standard,12,27-07-22,28-06-23,United Kingdom,51,Male,Laptop,1 Month
+614,Basic,15,14-08-22,28-06-23,Australia,51,Male,Smartphone,1 Month
+615,Standard,13,15-08-22,27-06-23,Germany,43,Male,Smart TV,1 Month
+616,Premium,14,02-09-22,27-06-23,France,38,Female,Laptop,1 Month
+617,Basic,11,05-09-22,28-06-23,Brazil,45,Female,Smartphone,1 Month
+618,Standard,10,06-09-22,28-06-23,Mexico,28,Female,Smart TV,1 Month
+619,Premium,11,06-09-22,29-06-23,Spain,27,Male,Smartphone,1 Month
+620,Basic,11,05-09-22,27-06-23,Italy,41,Female,Smartphone,1 Month
+621,Premium,14,06-09-22,29-06-23,Spain,49,Male,Smart TV,1 Month
+622,Basic,12,29-08-22,28-06-23,Spain,35,Male,Smartphone,1 Month
+623,Standard,13,30-08-22,28-06-23,United States,29,Female,Smart TV,1 Month
+624,Standard,10,02-09-22,30-06-23,Canada,42,Male,Smartphone,1 Month
+625,Basic,15,20-09-22,28-06-23,United States,33,Male,Tablet,1 Month
+626,Premium,10,23-09-22,30-06-23,United States,30,Male,Laptop,1 Month
+627,Basic,11,29-09-22,29-06-23,Canada,43,Female,Smart TV,1 Month
+628,Standard,10,09-10-22,01-07-23,United Kingdom,42,Male,Smartphone,1 Month
+629,Premium,11,12-10-22,29-06-23,Australia,39,Male,Tablet,1 Month
+630,Basic,15,06-10-22,30-06-23,Germany,32,Female,Smart TV,1 Month
+631,Premium,14,21-09-22,28-06-23,France,31,Male,Smartphone,1 Month
+632,Basic,13,23-09-22,01-07-23,Brazil,39,Male,Smartphone,1 Month
+633,Standard,12,28-09-22,29-06-23,Mexico,41,Female,Smartphone,1 Month
+634,Standard,12,29-09-22,29-06-23,Spain,51,Female,Smart TV,1 Month
+635,Basic,13,03-10-22,27-06-23,Italy,29,Male,Laptop,1 Month
+636,Premium,10,28-10-22,01-07-23,Spain,33,Female,Smart TV,1 Month
+637,Basic,12,14-11-22,29-06-23,Spain,51,Female,Tablet,1 Month
+638,Standard,11,16-11-22,01-07-23,United States,38,Male,Tablet,1 Month
+639,Premium,10,17-11-22,28-06-23,Canada,37,Female,Laptop,1 Month
+640,Basic,13,20-11-22,30-06-23,United States,50,Female,Laptop,1 Month
+641,Premium,12,21-11-22,29-06-23,United States,33,Male,Tablet,1 Month
+642,Basic,11,19-11-22,01-07-23,Canada,27,Male,Laptop,1 Month
+643,Standard,11,28-10-22,27-06-23,United Kingdom,50,Female,Smartphone,1 Month
+644,Standard,15,27-10-22,29-06-23,Australia,47,Female,Laptop,1 Month
+645,Basic,13,27-10-22,29-06-23,Germany,41,Male,Laptop,1 Month
+646,Premium,10,27-10-22,30-06-23,France,49,Female,Laptop,1 Month
+647,Basic,15,25-10-22,28-06-23,Brazil,32,Male,Smart TV,1 Month
+648,Standard,10,17-10-22,28-06-23,Mexico,38,Female,Smartphone,1 Month
+649,Premium,14,20-08-22,29-06-23,Spain,38,Female,Smartphone,1 Month
+650,Basic,15,16-08-22,29-06-23,Italy,28,Female,Smart TV,1 Month
+651,Premium,13,15-08-22,29-06-23,Spain,31,Male,Tablet,1 Month
+652,Basic,14,15-08-22,29-06-23,Spain,39,Female,Smartphone,1 Month
+653,Standard,11,29-07-22,29-06-23,United States,28,Female,Smartphone,1 Month
+654,Standard,12,17-07-22,28-06-23,Canada,30,Female,Smartphone,1 Month
+655,Basic,11,26-07-22,29-06-23,United States,42,Male,Tablet,1 Month
+656,Premium,14,31-07-22,29-06-23,United States,33,Female,Laptop,1 Month
+657,Basic,14,03-08-22,29-06-23,Canada,34,Female,Smart TV,1 Month
+658,Standard,13,04-08-22,29-06-23,United Kingdom,49,Female,Smart TV,1 Month
+659,Premium,13,03-08-22,29-06-23,Australia,41,Male,Laptop,1 Month
+660,Basic,12,27-06-22,29-06-23,Germany,28,Male,Smart TV,1 Month
+661,Premium,14,27-06-22,28-06-23,France,49,Female,Laptop,1 Month
+662,Basic,15,15-06-22,29-06-23,Brazil,49,Male,Tablet,1 Month
+663,Standard,11,13-06-22,29-06-23,Mexico,36,Male,Tablet,1 Month
+664,Standard,11,12-06-22,30-06-23,Spain,31,Male,Smart TV,1 Month
+665,Basic,10,18-06-22,28-06-23,Italy,38,Male,Smartphone,1 Month
+666,Premium,15,26-06-22,29-06-23,Spain,34,Female,Tablet,1 Month
+667,Basic,11,30-06-22,30-06-23,Spain,51,Female,Smartphone,1 Month
+668,Standard,13,03-07-22,30-06-23,United States,49,Male,Smart TV,1 Month
+669,Premium,13,19-06-22,28-06-23,Canada,27,Female,Tablet,1 Month
+670,Basic,10,08-06-22,29-06-23,United States,38,Male,Smart TV,1 Month
+671,Basic,10,08-06-22,30-06-23,United States,51,Male,Tablet,1 Month
+672,Basic,14,09-06-22,30-06-23,Canada,47,Female,Tablet,1 Month
+673,Standard,15,09-06-22,27-06-23,United Kingdom,37,Male,Smartphone,1 Month
+674,Premium,13,10-06-22,28-06-23,Australia,37,Female,Laptop,1 Month
+675,Basic,11,11-06-22,29-06-23,Germany,39,Female,Tablet,1 Month
+676,Basic,11,13-06-22,29-06-23,France,31,Male,Smartphone,1 Month
+677,Premium,13,17-06-22,28-06-23,Brazil,36,Male,Smart TV,1 Month
+678,Standard,15,27-06-22,28-06-23,Mexico,42,Female,Smart TV,1 Month
+679,Standard,11,05-07-22,29-06-23,Spain,49,Male,Laptop,1 Month
+680,Basic,15,07-07-22,29-06-23,Italy,44,Female,Laptop,1 Month
+681,Premium,11,16-07-22,28-06-23,Spain,33,Male,Laptop,1 Month
+682,Standard,11,23-07-22,27-06-23,Spain,42,Male,Tablet,1 Month
+683,Basic,13,03-08-22,29-06-23,United States,39,Male,Smartphone,1 Month
+684,Standard,10,11-08-22,29-06-23,Canada,49,Male,Smartphone,1 Month
+685,Premium,12,15-08-22,30-06-23,United States,31,Male,Smartphone,1 Month
+686,Basic,14,18-08-22,28-06-23,United States,37,Male,Tablet,1 Month
+687,Premium,13,26-08-22,29-06-23,Canada,30,Female,Tablet,1 Month
+688,Standard,10,03-09-22,28-06-23,United Kingdom,42,Male,Smartphone,1 Month
+689,Basic,15,04-09-22,29-06-23,Australia,37,Female,Smart TV,1 Month
+690,Standard,15,05-09-22,30-06-23,Germany,36,Male,Laptop,1 Month
+691,Premium,11,01-09-22,29-06-23,France,28,Female,Laptop,1 Month
+692,Basic,15,31-08-22,30-06-23,Brazil,36,Male,Tablet,1 Month
+693,Standard,14,01-09-22,29-06-23,Mexico,31,Female,Tablet,1 Month
+694,Premium,14,17-09-22,01-07-23,Spain,46,Male,Smart TV,1 Month
+695,Basic,13,21-09-22,28-06-23,Italy,28,Male,Laptop,1 Month
+696,Premium,15,29-09-22,01-07-23,Spain,31,Male,Tablet,1 Month
+697,Basic,12,06-10-22,29-06-23,Spain,43,Male,Smart TV,1 Month
+698,Standard,10,12-10-22,02-07-23,United States,28,Male,Laptop,1 Month
+699,Standard,13,07-10-22,30-06-23,Canada,32,Female,Smartphone,1 Month
+700,Basic,12,04-10-22,30-06-23,United States,31,Female,Laptop,1 Month
+701,Premium,11,24-09-22,28-06-23,United States,45,Male,Smart TV,1 Month
+702,Basic,14,25-09-22,01-07-23,Canada,36,Male,Smartphone,1 Month
+703,Standard,14,27-09-22,30-06-23,United Kingdom,35,Male,Laptop,1 Month
+704,Premium,13,30-09-22,01-07-23,Australia,27,Female,Tablet,1 Month
+705,Basic,13,04-10-22,28-06-23,Germany,32,Male,Laptop,1 Month
+706,Premium,12,24-10-22,01-07-23,France,46,Female,Smartphone,1 Month
+707,Basic,12,28-10-22,30-06-23,Brazil,36,Male,Smart TV,1 Month
+708,Standard,13,02-11-22,01-07-23,Mexico,39,Male,Laptop,1 Month
+709,Standard,12,07-11-22,28-06-23,Spain,48,Female,Smart TV,1 Month
+710,Basic,10,10-11-22,30-06-23,Italy,48,Female,Smart TV,1 Month
+711,Premium,14,15-11-22,29-06-23,Spain,27,Female,Laptop,1 Month
+712,Basic,13,08-11-22,01-07-23,Spain,45,Male,Tablet,1 Month
+713,Standard,10,01-11-22,27-06-23,United States,30,Male,Laptop,1 Month
+714,Premium,15,30-10-22,29-06-23,Canada,29,Male,Tablet,1 Month
+715,Basic,12,28-10-22,29-06-23,United States,43,Female,Laptop,1 Month
+716,Premium,10,26-10-22,30-06-23,United States,43,Male,Laptop,1 Month
+717,Basic,15,18-10-22,29-06-23,Canada,39,Female,Tablet,1 Month
+718,Standard,14,30-09-22,30-06-23,United Kingdom,27,Male,Tablet,1 Month
+719,Standard,10,03-09-22,29-06-23,Australia,33,Female,Tablet,1 Month
+720,Basic,10,23-08-22,29-06-23,Germany,32,Female,Tablet,1 Month
+721,Premium,10,16-08-22,29-06-23,France,37,Female,Tablet,1 Month
+722,Basic,13,11-08-22,30-06-23,Brazil,45,Male,Smartphone,1 Month
+723,Standard,10,01-08-22,30-06-23,Mexico,40,Female,Smartphone,1 Month
+724,Premium,14,01-08-22,29-06-23,Spain,44,Male,Laptop,1 Month
+725,Basic,12,01-08-22,29-06-23,Italy,29,Female,Tablet,1 Month
+726,Premium,14,02-08-22,30-06-23,Spain,50,Male,Laptop,1 Month
+727,Basic,11,04-08-22,29-06-23,Spain,32,Female,Laptop,1 Month
+728,Standard,14,04-08-22,29-06-23,United States,39,Male,Laptop,1 Month
+729,Standard,15,07-07-22,30-06-23,Canada,43,Female,Smartphone,1 Month
+730,Basic,12,27-06-22,30-06-23,United States,49,Female,Smartphone,1 Month
+731,Premium,13,19-06-22,29-06-23,United States,30,Male,Tablet,1 Month
+732,Basic,12,19-06-22,29-06-23,Canada,47,Male,Tablet,1 Month
+733,Standard,10,18-06-22,29-06-23,United Kingdom,51,Female,Laptop,1 Month
+734,Premium,14,19-06-22,30-06-23,Australia,40,Male,Tablet,1 Month
+735,Basic,14,24-06-22,28-06-23,Germany,40,Male,Laptop,1 Month
+736,Premium,11,30-06-22,30-06-23,France,49,Male,Smartphone,1 Month
+737,Basic,15,02-07-22,30-06-23,Brazil,43,Female,Tablet,1 Month
+738,Standard,14,26-06-22,01-07-23,Mexico,44,Female,Smartphone,1 Month
+739,Standard,13,21-06-22,28-06-23,Spain,27,Male,Smartphone,1 Month
+740,Basic,14,16-06-22,29-06-23,Italy,30,Male,Tablet,1 Month
+741,Premium,14,09-06-22,30-06-23,Spain,47,Male,Smart TV,1 Month
+742,Basic,13,10-06-22,30-06-23,Spain,51,Male,Smartphone,1 Month
+743,Standard,15,10-06-22,28-06-23,United States,31,Female,Laptop,1 Month
+744,Premium,13,11-06-22,29-06-23,Canada,34,Female,Tablet,1 Month
+745,Basic,11,12-06-22,30-06-23,United States,28,Female,Laptop,1 Month
+746,Basic,15,15-06-22,30-06-23,United States,32,Male,Smartphone,1 Month
+747,Basic,11,25-06-22,29-06-23,Canada,41,Male,Smart TV,1 Month
+748,Standard,13,30-06-22,28-06-23,United Kingdom,40,Male,Smart TV,1 Month
+749,Premium,12,06-07-22,30-06-23,Australia,46,Male,Smart TV,1 Month
+750,Basic,13,09-07-22,29-06-23,Germany,47,Male,Smart TV,1 Month
+751,Basic,14,18-07-22,29-06-23,France,45,Female,Laptop,1 Month
+752,Premium,10,24-07-22,28-06-23,Brazil,28,Female,Smartphone,1 Month
+753,Standard,12,27-07-22,30-06-23,Mexico,43,Female,Smartphone,1 Month
+754,Standard,11,10-08-22,29-06-23,Spain,41,Male,Laptop,1 Month
+755,Basic,13,16-08-22,30-06-23,Italy,32,Male,Tablet,1 Month
+756,Premium,14,23-08-22,29-06-23,Spain,44,Female,Smartphone,1 Month
+757,Standard,11,03-09-22,30-06-23,Spain,32,Male,Laptop,1 Month
+758,Basic,12,04-09-22,29-06-23,United States,47,Male,Laptop,1 Month
+759,Standard,14,05-09-22,29-06-23,Canada,37,Male,Smart TV,1 Month
+760,Premium,13,04-09-22,01-07-23,United States,40,Female,Smartphone,1 Month
+761,Basic,11,31-08-22,29-06-23,United States,48,Female,Smart TV,1 Month
+762,Premium,10,01-09-22,02-07-23,Canada,48,Male,Laptop,1 Month
+763,Standard,10,15-09-22,29-06-23,United Kingdom,35,Male,Laptop,1 Month
+764,Basic,15,18-09-22,03-07-23,Australia,28,Male,Smart TV,1 Month
+765,Standard,11,28-09-22,29-06-23,Germany,35,Female,Smart TV,1 Month
+766,Premium,13,30-09-22,01-07-23,France,43,Male,Smartphone,1 Month
+767,Basic,15,07-10-22,29-06-23,Brazil,39,Male,Laptop,1 Month
+768,Standard,10,08-10-22,02-07-23,Mexico,38,Female,Laptop,1 Month
+769,Premium,14,08-10-22,30-06-23,Spain,36,Female,Smart TV,1 Month
+770,Basic,11,03-10-22,01-07-23,Italy,42,Female,Laptop,1 Month
+771,Premium,14,04-10-22,28-06-23,Spain,27,Male,Tablet,1 Month
+772,Basic,12,02-10-22,01-07-23,Spain,48,Male,Laptop,1 Month
+773,Standard,13,01-10-22,30-06-23,United States,27,Female,Smart TV,1 Month
+774,Standard,15,03-10-22,02-07-23,Canada,49,Male,Smartphone,1 Month
+775,Basic,11,20-10-22,28-06-23,United States,29,Male,Tablet,1 Month
+776,Premium,11,21-10-22,01-07-23,United States,44,Male,Laptop,1 Month
+777,Basic,11,28-10-22,30-06-23,Canada,31,Male,Smartphone,1 Month
+778,Standard,13,03-11-22,01-07-23,United Kingdom,33,Male,Tablet,1 Month
+779,Premium,10,07-11-22,28-06-23,Australia,36,Female,Smart TV,1 Month
+780,Basic,15,12-11-22,30-06-23,Germany,43,Female,Laptop,1 Month
+781,Premium,14,13-11-22,29-06-23,France,30,Female,Smartphone,1 Month
+782,Basic,13,02-11-22,01-07-23,Brazil,44,Female,Laptop,1 Month
+783,Standard,13,01-11-22,29-06-23,Mexico,37,Female,Laptop,1 Month
+784,Standard,14,31-10-22,30-06-23,Spain,27,Male,Laptop,1 Month
+785,Basic,12,28-10-22,29-06-23,Italy,35,Female,Laptop,1 Month
+786,Premium,13,24-10-22,30-06-23,Spain,32,Male,Smart TV,1 Month
+787,Basic,12,03-10-22,29-06-23,Spain,49,Female,Laptop,1 Month
+788,Standard,12,13-09-22,30-06-23,United States,45,Female,Tablet,1 Month
+789,Premium,11,02-09-22,30-06-23,Canada,33,Female,Smartphone,1 Month
+790,Basic,14,30-08-22,30-06-23,United States,37,Female,Smartphone,1 Month
+791,Premium,15,25-08-22,30-06-23,United States,29,Male,Smartphone,1 Month
+792,Basic,12,11-08-22,30-06-23,Canada,45,Male,Smart TV,1 Month
+793,Standard,11,05-08-22,30-06-23,United Kingdom,42,Female,Smartphone,1 Month
+794,Standard,12,02-08-22,30-06-23,Australia,32,Female,Smart TV,1 Month
+795,Basic,11,03-08-22,01-07-23,Germany,47,Male,Smartphone,1 Month
+796,Premium,12,04-08-22,01-07-23,France,27,Male,Smart TV,1 Month
+797,Basic,10,05-08-22,30-06-23,Brazil,35,Male,Tablet,1 Month
+798,Standard,15,12-07-22,30-06-23,Mexico,35,Male,Laptop,1 Month
+799,Premium,10,02-07-22,30-06-23,Spain,48,Male,Tablet,1 Month
+800,Basic,12,26-06-22,30-06-23,Italy,36,Male,Smartphone,1 Month
+801,Premium,10,22-06-22,29-06-23,Spain,46,Male,Smartphone,1 Month
+802,Basic,13,22-06-22,30-06-23,Spain,33,Female,Smartphone,1 Month
+803,Standard,14,19-06-22,01-07-23,United States,43,Male,Smart TV,1 Month
+804,Standard,14,22-06-22,02-07-23,Canada,47,Female,Smartphone,1 Month
+805,Basic,15,27-06-22,28-06-23,United States,39,Female,Laptop,1 Month
+806,Premium,15,01-07-22,30-06-23,United States,30,Female,Laptop,1 Month
+807,Basic,11,28-06-22,30-06-23,Canada,46,Male,Tablet,1 Month
+808,Standard,13,25-06-22,01-07-23,United Kingdom,39,Male,Smart TV,1 Month
+809,Premium,10,22-06-22,28-06-23,Australia,28,Male,Smartphone,1 Month
+810,Basic,13,09-06-22,29-06-23,Germany,38,Male,Smartphone,1 Month
+811,Premium,13,10-06-22,30-06-23,France,36,Male,Laptop,1 Month
+812,Basic,15,11-06-22,01-07-23,Brazil,33,Male,Laptop,1 Month
+813,Standard,10,11-06-22,28-06-23,Mexico,50,Male,Smartphone,1 Month
+814,Standard,10,12-06-22,29-06-23,Spain,38,Male,Smartphone,1 Month
+815,Basic,15,13-06-22,30-06-23,Italy,29,Male,Smartphone,1 Month
+816,Premium,15,18-06-22,30-06-23,Spain,47,Female,Smart TV,1 Month
+817,Basic,15,29-06-22,30-06-23,Spain,31,Female,Tablet,1 Month
+818,Standard,13,30-06-22,28-06-23,United States,40,Male,Tablet,1 Month
+819,Premium,14,01-07-22,01-07-23,Canada,50,Male,Laptop,1 Month
+820,Basic,11,07-07-22,30-06-23,United States,43,Female,Tablet,1 Month
+821,Basic,12,13-07-22,29-06-23,United States,35,Female,Laptop,1 Month
+822,Basic,11,24-07-22,29-06-23,Canada,36,Male,Laptop,1 Month
+823,Standard,15,29-07-22,30-06-23,United Kingdom,30,Male,Smartphone,1 Month
+824,Premium,13,31-07-22,30-06-23,Australia,47,Female,Smartphone,1 Month
+825,Basic,12,09-08-22,30-06-23,Germany,30,Female,Laptop,1 Month
+826,Basic,11,18-08-22,01-07-23,France,37,Male,Smart TV,1 Month
+827,Premium,15,20-08-22,30-06-23,Brazil,34,Male,Smartphone,1 Month
+828,Standard,15,30-08-22,30-06-23,Mexico,33,Female,Smart TV,1 Month
+829,Standard,10,01-09-22,29-06-23,Spain,31,Male,Tablet,1 Month
+830,Basic,13,02-09-22,03-07-23,Italy,30,Female,Smartphone,1 Month
+831,Premium,10,02-09-22,29-06-23,Spain,35,Male,Smartphone,1 Month
+832,Standard,14,15-09-22,02-07-23,Spain,40,Female,Tablet,1 Month
+833,Basic,13,17-09-22,29-06-23,United States,29,Male,Smartphone,1 Month
+834,Standard,14,26-09-22,03-07-23,Canada,34,Female,Smart TV,1 Month
+835,Premium,12,27-09-22,29-06-23,United States,31,Male,Laptop,1 Month
+836,Basic,15,04-10-22,01-07-23,United States,28,Male,Laptop,1 Month
+837,Premium,12,06-10-22,29-06-23,Canada,46,Female,Smart TV,1 Month
+838,Standard,11,07-10-22,02-07-23,United Kingdom,38,Male,Smartphone,1 Month
+839,Basic,13,06-10-22,30-06-23,Australia,35,Female,Laptop,1 Month
+840,Standard,15,07-10-22,03-07-23,Germany,49,Male,Smartphone,1 Month
+841,Premium,13,06-10-22,29-06-23,France,42,Male,Smartphone,1 Month
+842,Basic,14,06-10-22,02-07-23,Brazil,37,Female,Laptop,1 Month
+843,Standard,13,04-10-22,01-07-23,Mexico,39,Female,Smartphone,1 Month
+844,Premium,10,14-10-22,02-07-23,Spain,47,Female,Smart TV,1 Month
+845,Basic,12,19-10-22,29-06-23,Italy,49,Male,Smartphone,1 Month
+846,Premium,12,21-10-22,01-07-23,Spain,35,Male,Laptop,1 Month
+847,Basic,11,28-10-22,30-06-23,Spain,36,Female,Smart TV,1 Month
+848,Standard,11,01-11-22,02-07-23,United States,40,Male,Tablet,1 Month
+849,Standard,10,12-11-22,29-06-23,Canada,30,Female,Smart TV,1 Month
+850,Basic,13,13-11-22,30-06-23,United States,51,Female,Smart TV,1 Month
+851,Premium,15,09-11-22,30-06-23,United States,47,Male,Laptop,1 Month
+852,Basic,12,08-11-22,01-07-23,Canada,47,Female,Laptop,1 Month
+853,Standard,14,06-11-22,30-06-23,United Kingdom,39,Male,Tablet,1 Month
+854,Premium,10,07-11-22,30-06-23,Australia,49,Male,Smart TV,1 Month
+855,Basic,12,02-11-22,01-07-23,Germany,33,Male,Laptop,1 Month
+856,Premium,10,06-10-22,30-06-23,France,32,Female,Smart TV,1 Month
+857,Basic,15,16-09-22,30-06-23,Brazil,40,Male,Smartphone,1 Month
+858,Standard,14,10-09-22,30-06-23,Mexico,40,Female,Laptop,1 Month
+859,Standard,12,04-09-22,30-06-23,Spain,51,Female,Tablet,1 Month
+860,Basic,13,26-08-22,01-07-23,Italy,50,Male,Smart TV,1 Month
+861,Premium,14,14-08-22,01-07-23,Spain,50,Female,Smart TV,1 Month
+862,Basic,14,12-08-22,01-07-23,Spain,47,Male,Smartphone,1 Month
+863,Standard,12,10-08-22,30-06-23,United States,35,Male,Laptop,1 Month
+864,Premium,11,10-08-22,01-07-23,Canada,31,Male,Tablet,1 Month
+865,Basic,15,04-08-22,01-07-23,United States,36,Male,Smartphone,1 Month
+866,Premium,10,05-08-22,01-07-23,United States,41,Female,Smart TV,1 Month
+867,Basic,13,17-07-22,30-06-23,Canada,49,Female,Tablet,1 Month
+868,Standard,12,16-07-22,01-07-23,United Kingdom,34,Female,Tablet,1 Month
+869,Standard,15,13-07-22,01-07-23,Australia,30,Female,Tablet,1 Month
+870,Basic,13,03-07-22,02-07-23,Germany,38,Male,Laptop,1 Month
+871,Premium,11,24-06-22,29-06-23,France,45,Male,Tablet,1 Month
+872,Basic,14,21-06-22,01-07-23,Brazil,42,Female,Laptop,1 Month
+873,Standard,10,22-06-22,01-07-23,Mexico,42,Female,Smart TV,1 Month
+874,Premium,10,23-06-22,02-07-23,Spain,31,Male,Smart TV,1 Month
+875,Basic,14,26-06-22,29-06-23,Italy,28,Male,Smart TV,1 Month
+876,Premium,11,27-06-22,30-06-23,Spain,44,Male,Tablet,1 Month
+877,Basic,13,28-06-22,01-07-23,Spain,30,Male,Smart TV,1 Month
+878,Standard,13,28-06-22,02-07-23,United States,33,Male,Smartphone,1 Month
+879,Standard,12,18-06-22,29-06-23,Canada,42,Female,Tablet,1 Month
+880,Basic,11,11-06-22,30-06-23,United States,31,Male,Smart TV,1 Month
+881,Premium,11,11-06-22,01-07-23,United States,31,Female,Smartphone,1 Month
+882,Basic,13,12-06-22,01-07-23,Canada,46,Female,Smart TV,1 Month
+883,Standard,15,13-06-22,29-06-23,United Kingdom,28,Female,Tablet,1 Month
+884,Premium,11,13-06-22,29-06-23,Australia,50,Male,Tablet,1 Month
+885,Basic,11,18-06-22,02-07-23,Germany,34,Male,Tablet,1 Month
+886,Premium,15,23-06-22,30-06-23,France,45,Female,Smart TV,1 Month
+887,Basic,12,26-06-22,30-06-23,Brazil,38,Female,Laptop,1 Month
+888,Standard,13,29-06-22,29-06-23,Mexico,42,Female,Laptop,1 Month
+889,Standard,10,02-07-22,01-07-23,Spain,45,Female,Smartphone,1 Month
+890,Basic,10,06-07-22,30-06-23,Italy,44,Male,Smart TV,1 Month
+891,Premium,14,18-07-22,30-06-23,Spain,50,Female,Smart TV,1 Month
+892,Basic,15,29-07-22,30-06-23,Spain,38,Male,Tablet,1 Month
+893,Standard,13,30-07-22,01-07-23,United States,42,Female,Smart TV,1 Month
+894,Premium,13,03-08-22,01-07-23,Canada,50,Male,Smart TV,1 Month
+895,Basic,10,15-08-22,30-06-23,United States,30,Male,Smartphone,1 Month
+896,Basic,10,20-08-22,01-07-23,United States,47,Female,Smartphone,1 Month
+897,Basic,14,21-08-22,30-06-23,Canada,32,Female,Laptop,1 Month
+898,Standard,11,30-08-22,02-07-23,United Kingdom,31,Female,Tablet,1 Month
+899,Premium,15,01-09-22,29-06-23,Australia,37,Male,Laptop,1 Month
+900,Basic,14,02-09-22,03-07-23,Germany,32,Female,Smartphone,1 Month
+901,Basic,12,04-09-22,30-06-23,France,29,Male,Smartphone,1 Month
+902,Premium,12,10-09-22,02-07-23,Brazil,28,Male,Tablet,1 Month
+903,Standard,11,25-09-22,29-06-23,Mexico,42,Male,Laptop,1 Month
+904,Standard,12,27-09-22,03-07-23,Spain,37,Male,Tablet,1 Month
+905,Basic,13,01-10-22,30-06-23,Italy,38,Female,Laptop,1 Month
+906,Premium,13,06-10-22,02-07-23,Spain,32,Male,Smart TV,1 Month
+907,Standard,15,07-10-22,30-06-23,Spain,48,Male,Laptop,1 Month
+908,Basic,13,08-10-22,03-07-23,United States,46,Female,Smart TV,1 Month
+909,Standard,14,08-10-22,01-07-23,Canada,30,Male,Tablet,1 Month
+910,Premium,10,08-10-22,03-07-23,United States,40,Female,Smart TV,1 Month
+911,Basic,13,08-10-22,29-06-23,United States,29,Male,Smart TV,1 Month
+912,Premium,15,08-10-22,02-07-23,Canada,41,Male,Tablet,1 Month
+913,Standard,15,10-10-22,01-07-23,United Kingdom,32,Male,Laptop,1 Month
+914,Basic,12,19-10-22,02-07-23,Australia,44,Female,Smart TV,1 Month
+915,Standard,15,20-10-22,29-06-23,Germany,41,Male,Laptop,1 Month
+916,Premium,12,26-10-22,01-07-23,France,50,Female,Smartphone,1 Month
+917,Basic,14,29-10-22,30-06-23,Brazil,33,Female,Tablet,1 Month
+918,Standard,10,31-10-22,02-07-23,Mexico,34,Female,Smart TV,1 Month
+919,Premium,15,11-11-22,29-06-23,Spain,40,Male,Smartphone,1 Month
+920,Basic,14,09-11-22,01-07-23,Italy,34,Female,Tablet,1 Month
+921,Premium,14,09-11-22,01-07-23,Spain,27,Female,Smart TV,1 Month
+922,Basic,13,07-11-22,01-07-23,Spain,34,Male,Tablet,1 Month
+923,Standard,13,08-11-22,30-06-23,United States,28,Male,Tablet,1 Month
+924,Standard,14,05-11-22,01-07-23,Canada,37,Female,Smart TV,1 Month
+925,Basic,10,25-10-22,01-07-23,United States,27,Female,Laptop,1 Month
+926,Premium,13,23-10-22,02-07-23,United States,33,Female,Laptop,1 Month
+927,Basic,11,20-10-22,02-07-23,Canada,42,Male,Laptop,1 Month
+928,Standard,11,14-10-22,01-07-23,United Kingdom,49,Male,Smartphone,1 Month
+929,Premium,13,29-08-22,30-06-23,Australia,44,Male,Smart TV,1 Month
+930,Basic,10,18-08-22,01-07-23,Germany,47,Male,Laptop,1 Month
+931,Premium,13,13-08-22,02-07-23,France,33,Male,Laptop,1 Month
+932,Basic,11,11-08-22,02-07-23,Brazil,37,Male,Smart TV,1 Month
+933,Standard,10,11-08-22,01-07-23,Mexico,35,Male,Laptop,1 Month
+934,Standard,11,06-08-22,01-07-23,Spain,34,Female,Smartphone,1 Month
+935,Basic,10,07-08-22,02-07-23,Italy,44,Male,Smartphone,1 Month
+936,Premium,15,18-07-22,02-07-23,Spain,29,Male,Tablet,1 Month
+937,Basic,10,17-07-22,30-06-23,Spain,38,Male,Smartphone,1 Month
+938,Standard,14,15-07-22,02-07-23,United States,46,Male,Smart TV,1 Month
+939,Premium,10,14-07-22,02-07-23,Canada,29,Male,Tablet,1 Month
+940,Basic,12,26-06-22,03-07-23,United States,48,Female,Smart TV,1 Month
+941,Premium,10,26-06-22,29-06-23,United States,36,Male,Smart TV,1 Month
+942,Basic,12,22-06-22,01-07-23,Canada,43,Male,Laptop,1 Month
+943,Standard,15,23-06-22,01-07-23,United Kingdom,42,Female,Smart TV,1 Month
+944,Standard,10,24-06-22,02-07-23,Australia,50,Male,Tablet,1 Month
+945,Basic,13,26-06-22,29-06-23,Germany,39,Male,Laptop,1 Month
+946,Premium,14,28-06-22,01-07-23,France,43,Female,Laptop,1 Month
+947,Basic,10,29-06-22,02-07-23,Brazil,50,Female,Tablet,1 Month
+948,Standard,12,26-06-22,02-07-23,Mexico,51,Male,Laptop,1 Month
+949,Premium,14,26-06-22,30-06-23,Spain,40,Male,Tablet,1 Month
+950,Basic,10,20-06-22,30-06-23,Italy,31,Male,Tablet,1 Month
+951,Premium,12,18-06-22,03-07-23,Spain,39,Female,Smartphone,1 Month
+952,Basic,10,16-06-22,01-07-23,Spain,49,Female,Tablet,1 Month
+953,Standard,10,16-06-22,30-06-23,United States,34,Female,Laptop,1 Month
+954,Standard,13,17-06-22,30-06-23,Canada,38,Male,Smartphone,1 Month
+955,Basic,15,20-06-22,02-07-23,United States,36,Female,Laptop,1 Month
+956,Premium,10,24-06-22,01-07-23,United States,42,Female,Smart TV,1 Month
+957,Basic,14,27-06-22,01-07-23,Canada,50,Male,Tablet,1 Month
+958,Standard,10,02-07-22,01-07-23,United Kingdom,42,Female,Laptop,1 Month
+959,Premium,14,04-07-22,02-07-23,Australia,35,Female,Laptop,1 Month
+960,Basic,15,15-07-22,30-06-23,Germany,46,Female,Tablet,1 Month
+961,Premium,15,23-07-22,01-07-23,France,48,Male,Laptop,1 Month
+962,Basic,12,29-07-22,01-07-23,Brazil,43,Female,Laptop,1 Month
+963,Standard,13,01-08-22,01-07-23,Mexico,51,Female,Tablet,1 Month
+964,Standard,13,12-08-22,03-07-23,Spain,45,Male,Smart TV,1 Month
+965,Basic,10,14-08-22,30-06-23,Italy,46,Male,Laptop,1 Month
+966,Premium,12,16-08-22,04-07-23,Spain,42,Female,Laptop,1 Month
+967,Basic,10,26-08-22,30-06-23,Spain,42,Female,Smartphone,1 Month
+968,Standard,13,31-08-22,03-07-23,United States,50,Male,Tablet,1 Month
+969,Premium,12,02-09-22,30-06-23,Canada,28,Male,Smart TV,1 Month
+970,Basic,15,03-09-22,03-07-23,United States,44,Female,Tablet,1 Month
+971,Basic,10,05-09-22,01-07-23,United States,36,Male,Tablet,1 Month
+972,Basic,14,10-09-22,02-07-23,Canada,37,Female,Laptop,1 Month
+973,Standard,12,17-09-22,01-07-23,United Kingdom,36,Male,Smartphone,1 Month
+974,Premium,13,28-09-22,03-07-23,Australia,31,Male,Smartphone,1 Month
+975,Basic,12,02-10-22,30-06-23,Germany,36,Female,Smart TV,1 Month
+976,Basic,15,05-10-22,03-07-23,France,39,Female,Laptop,1 Month
+977,Premium,11,07-10-22,30-06-23,Brazil,45,Female,Laptop,1 Month
+978,Standard,13,08-10-22,03-07-23,Mexico,29,Male,Smart TV,1 Month
+979,Standard,15,08-10-22,01-07-23,Spain,45,Male,Smartphone,1 Month
+980,Basic,11,09-10-22,03-07-23,Italy,29,Male,Smart TV,1 Month
+981,Premium,10,09-10-22,30-06-23,Spain,28,Female,Smart TV,1 Month
+982,Standard,12,10-10-22,02-07-23,Spain,42,Female,Smart TV,1 Month
+983,Basic,11,14-10-22,01-07-23,United States,36,Female,Smartphone,1 Month
+984,Standard,15,16-10-22,03-07-23,Canada,39,Male,Smart TV,1 Month
+985,Premium,11,21-10-22,29-06-23,United States,36,Male,Smart TV,1 Month
+986,Basic,15,25-10-22,01-07-23,United States,49,Male,Laptop,1 Month
+987,Premium,11,30-10-22,01-07-23,Canada,32,Female,Tablet,1 Month
+988,Standard,12,31-10-22,02-07-23,United Kingdom,40,Female,Smartphone,1 Month
+989,Basic,12,08-11-22,01-07-23,Australia,34,Male,Smartphone,1 Month
+990,Standard,15,09-11-22,01-07-23,Germany,35,Male,Smartphone,1 Month
+991,Premium,11,07-11-22,01-07-23,France,44,Female,Smart TV,1 Month
+992,Basic,13,08-11-22,03-07-23,Brazil,47,Female,Smartphone,1 Month
+993,Standard,14,08-11-22,03-07-23,Mexico,33,Female,Laptop,1 Month
+994,Premium,11,31-10-22,02-07-23,Spain,45,Male,Tablet,1 Month
+995,Basic,14,28-10-22,01-07-23,Italy,42,Female,Tablet,1 Month
+996,Premium,15,25-10-22,02-07-23,Spain,46,Male,Tablet,1 Month
+997,Basic,14,18-10-22,02-07-23,Spain,51,Male,Tablet,1 Month
+998,Standard,15,25-09-22,02-07-23,United States,41,Female,Laptop,1 Month
+999,Standard,10,26-08-22,01-07-23,Canada,50,Female,Tablet,1 Month
+1000,Basic,10,20-08-22,02-07-23,United States,49,Female,Smartphone,1 Month
+1001,Premium,12,12-08-22,03-07-23,United States,34,Female,Laptop,1 Month
+1002,Basic,13,12-08-22,03-07-23,Canada,38,Female,Tablet,1 Month
+1003,Standard,13,11-08-22,01-07-23,United Kingdom,46,Male,Smart TV,1 Month
+1004,Premium,14,11-08-22,02-07-23,Australia,42,Male,Smart TV,1 Month
+1005,Basic,12,10-08-22,02-07-23,Germany,46,Male,Laptop,1 Month
+1006,Premium,10,31-07-22,03-07-23,France,51,Female,Smart TV,1 Month
+1007,Basic,12,17-07-22,30-06-23,Brazil,35,Male,Smart TV,1 Month
+1008,Standard,10,15-07-22,02-07-23,Mexico,34,Female,Smartphone,1 Month
+1009,Standard,14,05-07-22,02-07-23,Spain,31,Female,Laptop,1 Month
+1010,Basic,12,01-07-22,03-07-23,Italy,36,Female,Tablet,1 Month
+1011,Premium,15,01-07-22,30-06-23,Spain,28,Male,Smart TV,1 Month
+1012,Basic,15,26-06-22,01-07-23,Spain,29,Female,Smartphone,1 Month
+1013,Standard,12,27-06-22,02-07-23,United States,42,Female,Smart TV,1 Month
+1014,Premium,10,28-06-22,02-07-23,Canada,35,Female,Smartphone,1 Month
+1015,Basic,12,28-06-22,30-06-23,United States,32,Female,Laptop,1 Month
+1016,Premium,10,29-06-22,01-07-23,United States,43,Female,Tablet,1 Month
+1017,Basic,10,26-06-22,02-07-23,Canada,29,Male,Smartphone,1 Month
+1018,Standard,13,26-06-22,02-07-23,United Kingdom,35,Female,Tablet,1 Month
+1019,Standard,14,24-06-22,30-06-23,Australia,27,Female,Tablet,1 Month
+1020,Basic,13,21-06-22,01-07-23,Germany,38,Male,Tablet,1 Month
+1021,Premium,13,22-06-22,03-07-23,France,33,Male,Smart TV,1 Month
+1022,Basic,11,18-06-22,02-07-23,Brazil,48,Male,Laptop,1 Month
+1023,Standard,10,18-06-22,02-07-23,Mexico,51,Female,Laptop,1 Month
+1024,Premium,10,20-06-22,01-07-23,Spain,40,Female,Smartphone,1 Month
+1025,Basic,13,23-06-22,03-07-23,Italy,28,Male,Smartphone,1 Month
+1026,Premium,10,26-06-22,01-07-23,Spain,46,Female,Laptop,1 Month
+1027,Basic,12,02-07-22,01-07-23,Spain,28,Female,Tablet,1 Month
+1028,Standard,12,04-07-22,01-07-23,United States,47,Male,Tablet,1 Month
+1029,Standard,10,07-07-22,02-07-23,Canada,47,Male,Smartphone,1 Month
+1030,Basic,13,14-07-22,01-07-23,United States,50,Male,Smartphone,1 Month
+1031,Premium,13,20-07-22,01-07-23,United States,50,Female,Smart TV,1 Month
+1032,Basic,15,23-07-22,02-07-23,Canada,29,Male,Smartphone,1 Month
+1033,Standard,15,30-07-22,01-07-23,United Kingdom,38,Male,Tablet,1 Month
+1034,Premium,11,12-08-22,03-07-23,Australia,40,Female,Tablet,1 Month
+1035,Basic,14,14-08-22,01-07-23,Germany,43,Male,Smartphone,1 Month
+1036,Premium,14,22-08-22,04-07-23,France,27,Female,Smartphone,1 Month
+1037,Basic,10,29-08-22,30-06-23,Brazil,37,Female,Tablet,1 Month
+1038,Standard,12,02-09-22,03-07-23,Mexico,30,Male,Smartphone,1 Month
+1039,Standard,13,03-09-22,01-07-23,Spain,50,Male,Laptop,1 Month
+1040,Basic,11,04-09-22,04-07-23,Italy,51,Male,Smartphone,1 Month
+1041,Premium,13,06-09-22,01-07-23,Spain,37,Female,Laptop,1 Month
+1042,Basic,14,10-09-22,02-07-23,Spain,35,Female,Tablet,1 Month
+1043,Standard,12,20-09-22,01-07-23,United States,35,Male,Tablet,1 Month
+1044,Premium,11,26-09-22,03-07-23,Canada,46,Male,Tablet,1 Month
+1045,Basic,13,04-10-22,01-07-23,United States,27,Male,Tablet,1 Month
+1046,Basic,13,06-10-22,03-07-23,United States,27,Male,Laptop,1 Month
+1047,Basic,13,07-10-22,01-07-23,Canada,39,Female,Laptop,1 Month
+1048,Standard,15,08-10-22,03-07-23,United Kingdom,51,Male,Tablet,1 Month
+1049,Premium,14,09-10-22,01-07-23,Australia,41,Male,Smartphone,1 Month
+1050,Basic,15,10-10-22,03-07-23,Germany,30,Female,Smart TV,1 Month
+1051,Basic,11,10-10-22,30-06-23,France,46,Male,Laptop,1 Month
+1052,Premium,14,14-10-22,02-07-23,Brazil,31,Male,Tablet,1 Month
+1053,Standard,13,15-10-22,01-07-23,Mexico,49,Male,Smartphone,1 Month
+1054,Standard,12,17-10-22,03-07-23,Spain,39,Female,Tablet,1 Month
+1055,Basic,11,23-10-22,01-07-23,Italy,47,Male,Smartphone,1 Month
+1056,Premium,15,27-10-22,02-07-23,Spain,36,Female,Tablet,1 Month
+1057,Standard,14,29-10-22,02-07-23,Spain,42,Female,Tablet,1 Month
+1058,Basic,15,05-11-22,02-07-23,United States,28,Female,Smart TV,1 Month
+1059,Standard,15,07-11-22,02-07-23,Canada,43,Male,Tablet,1 Month
+1060,Premium,10,08-11-22,02-07-23,United States,50,Female,Laptop,1 Month
+1061,Basic,15,09-11-22,01-07-23,United States,30,Female,Tablet,1 Month
+1062,Premium,10,10-11-22,03-07-23,Canada,34,Female,Laptop,1 Month
+1063,Standard,13,02-11-22,03-07-23,United Kingdom,35,Female,Laptop,1 Month
+1064,Basic,11,31-10-22,02-07-23,Australia,29,Male,Tablet,1 Month
+1065,Standard,15,29-10-22,02-07-23,Germany,33,Male,Smart TV,1 Month
+1066,Premium,12,22-10-22,03-07-23,France,47,Male,Laptop,1 Month
+1067,Basic,14,20-10-22,02-07-23,Brazil,32,Female,Tablet,1 Month
+1068,Standard,15,21-10-22,04-07-23,Mexico,34,Female,Tablet,1 Month
+1069,Premium,13,10-10-22,02-07-23,Spain,46,Male,Smart TV,1 Month
+1070,Basic,15,06-09-22,03-07-23,Italy,31,Male,Tablet,1 Month
+1071,Premium,12,06-09-22,03-07-23,Spain,40,Female,Tablet,1 Month
+1072,Basic,11,13-08-22,03-07-23,Spain,38,Female,Tablet,1 Month
+1073,Standard,11,13-08-22,01-07-23,United States,31,Male,Smart TV,1 Month
+1074,Standard,12,13-08-22,02-07-23,Canada,46,Female,Smartphone,1 Month
+1075,Basic,11,06-08-22,03-07-23,United States,43,Male,Smart TV,1 Month
+1076,Premium,15,06-08-22,03-07-23,United States,38,Female,Laptop,1 Month
+1077,Basic,15,22-07-22,30-06-23,Canada,38,Female,Laptop,1 Month
+1078,Standard,14,17-07-22,02-07-23,United Kingdom,27,Male,Laptop,1 Month
+1079,Premium,12,09-07-22,02-07-23,Australia,49,Female,Tablet,1 Month
+1080,Basic,11,04-07-22,03-07-23,Germany,33,Male,Smartphone,1 Month
+1081,Premium,10,27-06-22,30-06-23,France,40,Female,Smartphone,1 Month
+1082,Basic,13,28-06-22,02-07-23,Brazil,27,Male,Tablet,1 Month
+1083,Standard,12,28-06-22,02-07-23,Mexico,28,Female,Laptop,1 Month
+1084,Standard,10,29-06-22,03-07-23,Spain,30,Male,Smartphone,1 Month
+1085,Basic,10,29-06-22,30-06-23,Italy,33,Female,Smartphone,1 Month
+1086,Premium,15,26-06-22,01-07-23,Spain,51,Female,Tablet,1 Month
+1087,Basic,11,26-06-22,03-07-23,Spain,51,Male,Tablet,1 Month
+1088,Standard,10,26-06-22,02-07-23,United States,50,Female,Smartphone,1 Month
+1089,Premium,14,24-06-22,30-06-23,Canada,46,Female,Tablet,1 Month
+1090,Basic,14,25-06-22,02-07-23,United States,31,Male,Smart TV,1 Month
+1091,Premium,12,20-06-22,03-07-23,United States,46,Female,Smartphone,1 Month
+1092,Basic,15,21-06-22,02-07-23,Canada,41,Male,Smart TV,1 Month
+1093,Standard,12,20-06-22,02-07-23,United Kingdom,36,Male,Smartphone,1 Month
+1094,Standard,10,22-06-22,02-07-23,Australia,45,Female,Tablet,1 Month
+1095,Basic,10,24-06-22,03-07-23,Germany,36,Male,Smartphone,1 Month
+1096,Premium,15,30-06-22,02-07-23,France,28,Male,Smartphone,1 Month
+1097,Basic,13,03-07-22,02-07-23,Brazil,45,Female,Smartphone,1 Month
+1098,Standard,10,04-07-22,02-07-23,Mexico,39,Female,Smartphone,1 Month
+1099,Premium,13,08-07-22,02-07-23,Spain,51,Female,Laptop,1 Month
+1100,Basic,10,19-07-22,01-07-23,Italy,37,Male,Laptop,1 Month
+1101,Premium,11,21-07-22,01-07-23,Spain,33,Female,Tablet,1 Month
+1102,Basic,15,27-07-22,03-07-23,Spain,32,Female,Smartphone,1 Month
+1103,Standard,14,02-08-22,01-07-23,United States,49,Female,Tablet,1 Month
+1104,Standard,10,09-08-22,03-07-23,Canada,37,Female,Smart TV,1 Month
+1105,Basic,15,21-08-22,01-07-23,United States,39,Male,Tablet,1 Month
+1106,Premium,14,29-08-22,04-07-23,United States,37,Male,Smart TV,1 Month
+1107,Basic,15,31-08-22,01-07-23,Canada,36,Female,Smart TV,1 Month
+1108,Standard,10,02-09-22,03-07-23,United Kingdom,34,Male,Laptop,1 Month
+1109,Premium,13,04-09-22,01-07-23,Australia,51,Female,Smartphone,1 Month
+1110,Basic,13,05-09-22,04-07-23,Germany,41,Female,Tablet,1 Month
+1111,Premium,13,10-09-22,01-07-23,France,51,Male,Smart TV,1 Month
+1112,Basic,15,13-09-22,03-07-23,Brazil,31,Female,Tablet,1 Month
+1113,Standard,13,20-09-22,01-07-23,Mexico,44,Male,Laptop,1 Month
+1114,Standard,15,01-10-22,03-07-23,Spain,50,Male,Smart TV,1 Month
+1115,Basic,14,03-10-22,01-07-23,Italy,33,Male,Laptop,1 Month
+1116,Premium,11,06-10-22,04-07-23,Spain,44,Female,Laptop,1 Month
+1117,Basic,15,08-10-22,01-07-23,Spain,42,Female,Tablet,1 Month
+1118,Standard,13,09-10-22,03-07-23,United States,35,Male,Smart TV,1 Month
+1119,Premium,12,10-10-22,02-07-23,Canada,48,Male,Smartphone,1 Month
+1120,Basic,13,10-10-22,04-07-23,United States,51,Female,Smartphone,1 Month
+1121,Basic,15,12-10-22,01-07-23,United States,44,Female,Smart TV,1 Month
+1122,Basic,11,14-10-22,02-07-23,Canada,37,Female,Smartphone,1 Month
+1123,Standard,15,15-10-22,02-07-23,United Kingdom,35,Female,Laptop,1 Month
+1124,Premium,11,17-10-22,03-07-23,Australia,32,Male,Laptop,1 Month
+1125,Basic,15,19-10-22,02-07-23,Germany,46,Female,Tablet,1 Month
+1126,Basic,14,25-10-22,02-07-23,France,39,Female,Laptop,1 Month
+1127,Premium,11,26-10-22,02-07-23,Brazil,33,Female,Tablet,1 Month
+1128,Standard,10,05-11-22,03-07-23,Mexico,42,Male,Tablet,1 Month
+1129,Standard,14,07-11-22,03-07-23,Spain,37,Female,Smartphone,1 Month
+1130,Basic,14,08-11-22,03-07-23,Italy,27,Female,Smart TV,1 Month
+1131,Premium,14,09-11-22,02-07-23,Spain,34,Female,Laptop,1 Month
+1132,Standard,13,06-11-22,03-07-23,Spain,51,Male,Laptop,1 Month
+1133,Basic,12,04-11-22,03-07-23,United States,42,Male,Laptop,1 Month
+1134,Standard,13,03-11-22,05-07-23,Canada,46,Female,Smart TV,1 Month
+1135,Premium,13,23-10-22,02-07-23,United States,36,Male,Laptop,1 Month
+1136,Basic,14,24-10-22,04-07-23,United States,46,Male,Smartphone,1 Month
+1137,Premium,13,23-10-22,04-07-23,Canada,51,Male,Smart TV,1 Month
+1138,Standard,12,21-10-22,04-07-23,United Kingdom,45,Female,Smartphone,1 Month
+1139,Basic,14,11-09-22,02-07-23,Australia,33,Male,Smartphone,1 Month
+1140,Standard,10,09-09-22,03-07-23,Germany,31,Female,Smart TV,1 Month
+1141,Premium,12,22-08-22,03-07-23,France,48,Female,Smart TV,1 Month
+1142,Basic,13,21-08-22,04-07-23,Brazil,47,Female,Laptop,1 Month
+1143,Standard,13,15-08-22,01-07-23,Mexico,43,Male,Smart TV,1 Month
+1144,Premium,14,14-08-22,03-07-23,Spain,39,Male,Tablet,1 Month
+1145,Basic,11,09-08-22,03-07-23,Italy,46,Male,Smart TV,1 Month
+1146,Premium,12,04-08-22,04-07-23,Spain,46,Female,Smartphone,1 Month
+1147,Basic,11,27-07-22,01-07-23,Spain,40,Female,Tablet,1 Month
+1148,Standard,12,11-07-22,02-07-23,United States,38,Male,Smartphone,1 Month
+1149,Standard,13,09-07-22,03-07-23,Canada,48,Female,Tablet,1 Month
+1150,Basic,15,01-07-22,03-07-23,United States,38,Male,Tablet,1 Month
+1151,Premium,12,30-06-22,01-07-23,United States,43,Male,Laptop,1 Month
+1152,Basic,11,29-06-22,02-07-23,Canada,29,Male,Smartphone,1 Month
+1153,Standard,15,29-06-22,03-07-23,United Kingdom,32,Female,Laptop,1 Month
+1154,Premium,10,30-06-22,03-07-23,Australia,32,Female,Laptop,1 Month
+1155,Basic,10,30-06-22,30-06-23,Germany,49,Female,Laptop,1 Month
+1156,Premium,14,26-06-22,02-07-23,France,51,Female,Laptop,1 Month
+1157,Basic,14,27-06-22,03-07-23,Brazil,32,Male,Smart TV,1 Month
+1158,Standard,12,25-06-22,02-07-23,Mexico,35,Female,Smart TV,1 Month
+1159,Standard,15,25-06-22,01-07-23,Spain,41,Male,Laptop,1 Month
+1160,Basic,12,20-06-22,03-07-23,Italy,43,Female,Smart TV,1 Month
+1161,Premium,12,21-06-22,03-07-23,Spain,41,Male,Smartphone,1 Month
+1162,Basic,10,21-06-22,02-07-23,Spain,51,Male,Smart TV,1 Month
+1163,Standard,13,22-06-22,03-07-23,United States,47,Female,Smart TV,1 Month
+1164,Premium,15,23-06-22,02-07-23,Canada,39,Male,Smart TV,1 Month
+1165,Basic,15,27-06-22,03-07-23,United States,51,Male,Smartphone,1 Month
+1166,Premium,13,02-07-22,02-07-23,United States,39,Female,Tablet,1 Month
+1167,Basic,12,03-07-22,02-07-23,Canada,45,Male,Tablet,1 Month
+1168,Standard,13,05-07-22,02-07-23,United Kingdom,42,Male,Laptop,1 Month
+1169,Standard,13,15-07-22,02-07-23,Australia,48,Male,Smartphone,1 Month
+1170,Basic,11,20-07-22,02-07-23,Germany,33,Male,Smart TV,1 Month
+1171,Premium,14,27-07-22,02-07-23,France,47,Female,Smartphone,1 Month
+1172,Basic,11,29-07-22,04-07-23,Brazil,51,Female,Smart TV,1 Month
+1173,Standard,11,03-08-22,01-07-23,Mexico,27,Male,Smartphone,1 Month
+1174,Premium,11,18-08-22,04-07-23,Spain,44,Female,Laptop,1 Month
+1175,Basic,12,23-08-22,02-07-23,Italy,41,Male,Laptop,1 Month
+1176,Premium,11,27-08-22,05-07-23,Spain,37,Male,Smart TV,1 Month
+1177,Basic,15,01-09-22,02-07-23,Spain,48,Male,Tablet,1 Month
+1178,Standard,12,03-09-22,04-07-23,United States,30,Male,Smart TV,1 Month
+1179,Standard,14,05-09-22,02-07-23,Canada,44,Female,Smartphone,1 Month
+1180,Basic,14,09-09-22,04-07-23,United States,34,Female,Smart TV,1 Month
+1181,Premium,15,11-09-22,01-07-23,United States,40,Female,Laptop,1 Month
+1182,Basic,14,17-09-22,04-07-23,Canada,28,Female,Smartphone,1 Month
+1183,Standard,15,19-09-22,02-07-23,United Kingdom,44,Female,Tablet,1 Month
+1184,Premium,13,28-09-22,03-07-23,Australia,38,Female,Laptop,1 Month
+1185,Basic,14,06-10-22,02-07-23,Germany,49,Male,Smart TV,1 Month
+1186,Premium,13,07-10-22,05-07-23,France,32,Female,Smart TV,1 Month
+1187,Basic,14,09-10-22,01-07-23,Brazil,47,Female,Smart TV,1 Month
+1188,Standard,10,10-10-22,03-07-23,Mexico,44,Male,Tablet,1 Month
+1189,Standard,12,11-10-22,03-07-23,Spain,33,Male,Smartphone,1 Month
+1190,Basic,15,12-10-22,04-07-23,Italy,32,Male,Laptop,1 Month
+1191,Premium,12,13-10-22,01-07-23,Spain,27,Female,Smartphone,1 Month
+1192,Basic,11,14-10-22,03-07-23,Spain,37,Male,Laptop,1 Month
+1193,Standard,14,16-10-22,03-07-23,United States,34,Male,Tablet,1 Month
+1194,Premium,15,19-10-22,04-07-23,Canada,40,Male,Smart TV,1 Month
+1195,Basic,12,23-10-22,02-07-23,United States,45,Female,Smart TV,1 Month
+1196,Basic,13,24-10-22,03-07-23,United States,29,Female,Tablet,1 Month
+1197,Basic,14,25-10-22,03-07-23,Canada,35,Male,Smart TV,1 Month
+1198,Standard,10,01-11-22,04-07-23,United Kingdom,38,Female,Laptop,1 Month
+1199,Premium,11,02-11-22,04-07-23,Australia,48,Female,Smart TV,1 Month
+1200,Basic,12,04-11-22,06-07-23,Germany,36,Male,Smartphone,1 Month
+1201,Basic,10,06-11-22,03-07-23,France,41,Male,Smart TV,1 Month
+1202,Premium,15,06-11-22,03-07-23,Brazil,27,Male,Smart TV,1 Month
+1203,Standard,12,04-11-22,04-07-23,Mexico,41,Male,Smart TV,1 Month
+1204,Standard,13,30-10-22,05-07-23,Spain,42,Male,Laptop,1 Month
+1205,Basic,12,27-10-22,03-07-23,Italy,40,Female,Laptop,1 Month
+1206,Premium,13,23-10-22,04-07-23,Spain,32,Male,Smart TV,1 Month
+1207,Standard,12,23-10-22,04-07-23,Spain,33,Male,Smart TV,1 Month
+1208,Basic,11,24-09-22,04-07-23,United States,34,Male,Smartphone,1 Month
+1209,Standard,11,22-09-22,02-07-23,Canada,29,Male,Tablet,1 Month
+1210,Premium,14,06-09-22,03-07-23,United States,50,Male,Smart TV,1 Month
+1211,Basic,10,23-08-22,04-07-23,United States,29,Female,Laptop,1 Month
+1212,Premium,13,21-08-22,04-07-23,Canada,40,Female,Tablet,1 Month
+1213,Standard,10,16-08-22,02-07-23,United Kingdom,27,Male,Smart TV,1 Month
+1214,Basic,10,09-08-22,03-07-23,Australia,51,Female,Smartphone,1 Month
+1215,Standard,13,04-08-22,03-07-23,Germany,41,Female,Laptop,1 Month
+1216,Premium,15,28-07-22,04-07-23,France,28,Female,Tablet,1 Month
+1217,Basic,12,12-07-22,01-07-23,Brazil,42,Male,Laptop,1 Month
+1218,Standard,13,11-07-22,03-07-23,Mexico,40,Male,Laptop,1 Month
+1219,Premium,12,06-07-22,04-07-23,Spain,48,Female,Smartphone,1 Month
+1220,Basic,13,01-07-22,03-07-23,Italy,28,Male,Smart TV,1 Month
+1221,Premium,15,02-07-22,01-07-23,Spain,40,Male,Smart TV,1 Month
+1222,Basic,15,30-06-22,03-07-23,Spain,33,Female,Tablet,1 Month
+1223,Standard,12,30-06-22,03-07-23,United States,33,Male,Smartphone,1 Month
+1224,Standard,15,30-06-22,03-07-23,Canada,47,Female,Smartphone,1 Month
+1225,Basic,13,30-06-22,01-07-23,United States,50,Female,Smart TV,1 Month
+1226,Premium,15,29-06-22,03-07-23,United States,38,Male,Smartphone,1 Month
+1227,Basic,15,27-06-22,04-07-23,Canada,36,Female,Tablet,1 Month
+1228,Standard,15,26-06-22,03-07-23,United Kingdom,38,Female,Tablet,1 Month
+1229,Premium,12,24-06-22,01-07-23,Australia,49,Male,Smartphone,1 Month
+1230,Basic,12,25-06-22,03-07-23,Germany,40,Female,Smart TV,1 Month
+1231,Premium,13,24-06-22,03-07-23,France,51,Male,Tablet,1 Month
+1232,Basic,11,22-06-22,03-07-23,Brazil,42,Female,Smartphone,1 Month
+1233,Standard,13,23-06-22,03-07-23,Mexico,41,Female,Smartphone,1 Month
+1234,Standard,12,25-06-22,03-07-23,Spain,48,Female,Smartphone,1 Month
+1235,Basic,13,29-06-22,03-07-23,Italy,39,Female,Tablet,1 Month
+1236,Premium,15,01-07-22,02-07-23,Spain,35,Female,Tablet,1 Month
+1237,Basic,11,05-07-22,02-07-23,Spain,32,Female,Tablet,1 Month
+1238,Standard,12,12-07-22,04-07-23,United States,28,Female,Smartphone,1 Month
+1239,Premium,11,16-07-22,02-07-23,Canada,27,Male,Laptop,1 Month
+1240,Basic,11,20-07-22,04-07-23,United States,30,Female,Laptop,1 Month
+1241,Premium,14,28-07-22,02-07-23,United States,47,Female,Laptop,1 Month
+1242,Basic,14,31-07-22,05-07-23,Canada,49,Female,Tablet,1 Month
+1243,Standard,14,14-08-22,02-07-23,United Kingdom,43,Female,Smartphone,1 Month
+1244,Standard,12,16-08-22,04-07-23,Australia,42,Male,Tablet,1 Month
+1245,Basic,14,18-08-22,03-07-23,Germany,29,Female,Smartphone,1 Month
+1246,Premium,15,27-08-22,05-07-23,France,35,Female,Smartphone,1 Month
+1247,Basic,13,01-09-22,02-07-23,Brazil,41,Female,Smartphone,1 Month
+1248,Standard,13,03-09-22,05-07-23,Mexico,47,Female,Smart TV,1 Month
+1249,Premium,14,07-09-22,03-07-23,Spain,28,Female,Smart TV,1 Month
+1250,Basic,10,08-09-22,04-07-23,Italy,44,Female,Smartphone,1 Month
+1251,Premium,10,14-09-22,03-07-23,Spain,28,Female,Tablet,1 Month
+1252,Basic,11,15-09-22,05-07-23,Spain,51,Male,Laptop,1 Month
+1253,Standard,11,27-09-22,02-07-23,United States,48,Male,Laptop,1 Month
+1254,Standard,14,30-09-22,04-07-23,Canada,49,Female,Tablet,1 Month
+1255,Basic,10,02-10-22,04-07-23,United States,50,Male,Smart TV,1 Month
+1256,Premium,13,03-10-22,05-07-23,United States,43,Male,Laptop,1 Month
+1257,Basic,14,05-10-22,01-07-23,Canada,32,Male,Smart TV,1 Month
+1258,Standard,15,10-10-22,03-07-23,United Kingdom,42,Female,Tablet,1 Month
+1259,Premium,13,11-10-22,03-07-23,Australia,41,Female,Laptop,1 Month
+1260,Basic,11,13-10-22,04-07-23,Germany,31,Male,Laptop,1 Month
+1261,Premium,11,14-10-22,02-07-23,France,37,Female,Smart TV,1 Month
+1262,Basic,12,16-10-22,03-07-23,Brazil,46,Male,Smart TV,1 Month
+1263,Standard,14,18-10-22,03-07-23,Mexico,30,Female,Tablet,1 Month
+1264,Standard,11,22-10-22,05-07-23,Spain,30,Female,Smart TV,1 Month
+1265,Basic,10,24-10-22,03-07-23,Italy,34,Female,Tablet,1 Month
+1266,Premium,15,25-10-22,04-07-23,Spain,47,Female,Laptop,1 Month
+1267,Basic,14,29-10-22,03-07-23,Spain,41,Male,Tablet,1 Month
+1268,Standard,13,02-11-22,04-07-23,United States,42,Female,Laptop,1 Month
+1269,Premium,12,03-11-22,05-07-23,Canada,48,Female,Smartphone,1 Month
+1270,Basic,11,04-11-22,06-07-23,United States,30,Female,Smart TV,1 Month
+1271,Basic,13,05-11-22,03-07-23,United States,51,Male,Smartphone,1 Month
+1272,Basic,13,05-11-22,04-07-23,Canada,27,Male,Smartphone,1 Month
+1273,Standard,13,31-10-22,04-07-23,United Kingdom,38,Male,Tablet,1 Month
+1274,Premium,12,27-10-22,05-07-23,Australia,29,Female,Smart TV,1 Month
+1275,Basic,11,25-10-22,03-07-23,Germany,40,Female,Smartphone,1 Month
+1276,Basic,12,26-10-22,04-07-23,France,31,Female,Laptop,1 Month
+1277,Premium,11,30-09-22,04-07-23,Brazil,30,Male,Smartphone,1 Month
+1278,Standard,13,27-09-22,05-07-23,Mexico,44,Male,Laptop,1 Month
+1279,Standard,14,12-09-22,03-07-23,Spain,34,Female,Tablet,1 Month
+1280,Basic,14,25-08-22,04-07-23,Italy,28,Female,Laptop,1 Month
+1281,Premium,13,25-08-22,04-07-23,Spain,41,Female,Laptop,1 Month
+1282,Standard,12,22-08-22,05-07-23,Spain,43,Male,Tablet,1 Month
+1283,Basic,10,17-08-22,02-07-23,United States,33,Male,Laptop,1 Month
+1284,Standard,12,09-08-22,03-07-23,Canada,32,Female,Tablet,1 Month
+1285,Premium,10,06-08-22,04-07-23,United States,39,Male,Smart TV,1 Month
+1286,Basic,15,17-07-22,04-07-23,United States,37,Male,Laptop,1 Month
+1287,Premium,11,12-07-22,02-07-23,Canada,46,Male,Tablet,1 Month
+1288,Standard,11,12-07-22,03-07-23,United Kingdom,39,Male,Smartphone,1 Month
+1289,Basic,12,02-07-22,04-07-23,Australia,46,Female,Tablet,1 Month
+1290,Standard,13,02-07-22,03-07-23,Germany,43,Male,Laptop,1 Month
+1291,Premium,10,30-06-22,02-07-23,France,32,Female,Laptop,1 Month
+1292,Basic,12,30-06-22,04-07-23,Brazil,30,Female,Smart TV,1 Month
+1293,Standard,11,01-07-22,04-07-23,Mexico,40,Female,Tablet,1 Month
+1294,Premium,11,30-06-22,04-07-23,Spain,51,Female,Smartphone,1 Month
+1295,Basic,10,29-06-22,02-07-23,Italy,40,Female,Smartphone,1 Month
+1296,Premium,12,30-06-22,03-07-23,Spain,28,Male,Smart TV,1 Month
+1297,Basic,14,29-06-22,04-07-23,Spain,51,Female,Smartphone,1 Month
+1298,Standard,14,26-06-22,03-07-23,United States,27,Male,Laptop,1 Month
+1299,Standard,14,27-06-22,01-07-23,Canada,35,Male,Smart TV,1 Month
+1300,Basic,11,24-06-22,03-07-23,United States,37,Male,Laptop,1 Month
+1301,Premium,14,23-06-22,04-07-23,United States,51,Male,Smart TV,1 Month
+1302,Basic,11,23-06-22,03-07-23,Canada,40,Male,Smart TV,1 Month
+1303,Standard,14,25-06-22,03-07-23,United Kingdom,38,Male,Laptop,1 Month
+1304,Premium,11,28-06-22,03-07-23,Australia,48,Female,Laptop,1 Month
+1305,Basic,11,01-07-22,03-07-23,Germany,49,Male,Smartphone,1 Month
+1306,Premium,15,02-07-22,05-07-23,France,33,Female,Laptop,1 Month
+1307,Basic,10,06-07-22,03-07-23,Brazil,34,Female,Tablet,1 Month
+1308,Standard,15,12-07-22,06-07-23,Mexico,39,Male,Tablet,1 Month
+1309,Standard,13,17-07-22,02-07-23,Spain,37,Female,Tablet,1 Month
+1310,Basic,15,23-07-22,05-07-23,Italy,44,Male,Laptop,1 Month
+1311,Premium,15,29-07-22,04-07-23,Spain,35,Male,Tablet,1 Month
+1312,Basic,11,06-08-22,06-07-23,Spain,31,Female,Laptop,1 Month
+1313,Standard,10,09-08-22,02-07-23,United States,39,Male,Smart TV,1 Month
+1314,Premium,13,14-08-22,05-07-23,Canada,38,Male,Tablet,1 Month
+1315,Basic,11,20-08-22,03-07-23,United States,42,Male,Smartphone,1 Month
+1316,Premium,12,28-08-22,05-07-23,United States,48,Female,Tablet,1 Month
+1317,Basic,11,02-09-22,03-07-23,Canada,31,Male,Tablet,1 Month
+1318,Standard,11,04-09-22,05-07-23,United Kingdom,42,Male,Smartphone,1 Month
+1319,Standard,14,06-09-22,03-07-23,Australia,35,Male,Smartphone,1 Month
+1320,Basic,10,14-09-22,05-07-23,Germany,39,Male,Laptop,1 Month
+1321,Premium,13,15-09-22,04-07-23,France,50,Female,Tablet,1 Month
+1322,Basic,11,16-09-22,06-07-23,Brazil,40,Male,Smartphone,1 Month
+1323,Standard,10,28-09-22,02-07-23,Mexico,29,Male,Smartphone,1 Month
+1324,Premium,10,02-10-22,04-07-23,Spain,48,Female,Smart TV,1 Month
+1325,Basic,15,03-10-22,04-07-23,Italy,34,Male,Smartphone,1 Month
+1326,Premium,10,05-10-22,05-07-23,Spain,48,Male,Smartphone,1 Month
+1327,Basic,12,07-10-22,02-07-23,Spain,48,Male,Laptop,1 Month
+1328,Standard,12,09-10-22,04-07-23,United States,35,Female,Tablet,1 Month
+1329,Standard,11,11-10-22,04-07-23,Canada,29,Male,Laptop,1 Month
+1330,Basic,14,13-10-22,05-07-23,United States,47,Female,Smart TV,1 Month
+1331,Premium,12,15-10-22,02-07-23,United States,36,Male,Smartphone,1 Month
+1332,Basic,12,17-10-22,04-07-23,Canada,40,Female,Smartphone,1 Month
+1333,Standard,14,21-10-22,04-07-23,United Kingdom,51,Male,Tablet,1 Month
+1334,Premium,12,23-10-22,05-07-23,Australia,37,Male,Smart TV,1 Month
+1335,Basic,12,24-10-22,06-07-23,Germany,36,Male,Tablet,1 Month
+1336,Premium,12,28-10-22,04-07-23,France,45,Male,Tablet,1 Month
+1337,Basic,11,31-10-22,04-07-23,Brazil,31,Female,Tablet,1 Month
+1338,Standard,14,03-11-22,04-07-23,Mexico,45,Female,Laptop,1 Month
+1339,Standard,11,04-11-22,05-07-23,Spain,30,Male,Laptop,1 Month
+1340,Basic,14,05-11-22,06-07-23,Italy,40,Female,Smartphone,1 Month
+1341,Premium,14,06-11-22,04-07-23,Spain,44,Female,Smart TV,1 Month
+1342,Basic,12,01-11-22,05-07-23,Spain,36,Female,Laptop,1 Month
+1343,Standard,10,01-11-22,05-07-23,United States,36,Male,Tablet,1 Month
+1344,Premium,11,29-10-22,05-07-23,Canada,32,Female,Smartphone,1 Month
+1345,Basic,10,27-10-22,03-07-23,United States,46,Male,Smart TV,1 Month
+1346,Basic,12,16-10-22,04-07-23,United States,39,Female,Smart TV,1 Month
+1347,Basic,13,14-10-22,04-07-23,Canada,30,Male,Smart TV,1 Month
+1348,Standard,13,14-09-22,05-07-23,United Kingdom,34,Male,Laptop,1 Month
+1349,Premium,14,03-09-22,03-07-23,Australia,28,Male,Laptop,1 Month
+1350,Basic,13,27-08-22,04-07-23,Germany,39,Female,Smartphone,1 Month
+1351,Basic,12,27-08-22,05-07-23,France,34,Female,Laptop,1 Month
+1352,Premium,13,21-08-22,05-07-23,Brazil,42,Male,Laptop,1 Month
+1353,Standard,13,13-08-22,02-07-23,Mexico,29,Female,Tablet,1 Month
+1354,Standard,13,12-08-22,04-07-23,Spain,29,Male,Tablet,1 Month
+1355,Basic,12,24-07-22,04-07-23,Italy,30,Male,Tablet,1 Month
+1356,Premium,11,24-07-22,04-07-23,Spain,51,Male,Smartphone,1 Month
+1357,Standard,11,12-07-22,02-07-23,Spain,51,Male,Smart TV,1 Month
+1358,Basic,13,09-07-22,04-07-23,United States,44,Male,Tablet,1 Month
+1359,Standard,13,09-07-22,05-07-23,Canada,35,Male,Laptop,1 Month
+1360,Premium,10,10-07-22,04-07-23,United States,39,Male,Smart TV,1 Month
+1361,Basic,12,02-07-22,02-07-23,United States,41,Female,Laptop,1 Month
+1362,Premium,13,02-07-22,04-07-23,Canada,44,Female,Laptop,1 Month
+1363,Standard,11,01-07-22,05-07-23,United Kingdom,29,Male,Laptop,1 Month
+1364,Basic,14,01-07-22,04-07-23,Australia,47,Male,Tablet,1 Month
+1365,Standard,10,30-06-22,02-07-23,Germany,28,Female,Smartphone,1 Month
+1366,Premium,15,29-06-22,04-07-23,France,45,Male,Laptop,1 Month
+1367,Basic,11,26-06-22,04-07-23,Brazil,28,Female,Smartphone,1 Month
+1368,Standard,14,27-06-22,03-07-23,Mexico,31,Female,Laptop,1 Month
+1369,Premium,13,25-06-22,03-07-23,Spain,47,Female,Laptop,1 Month
+1370,Basic,13,23-06-22,04-07-23,Italy,42,Female,Tablet,1 Month
+1371,Premium,14,24-06-22,04-07-23,Spain,34,Female,Laptop,1 Month
+1372,Basic,12,25-06-22,05-07-23,Spain,40,Female,Laptop,1 Month
+1373,Standard,13,26-06-22,04-07-23,United States,42,Female,Laptop,1 Month
+1374,Standard,14,27-06-22,07-07-23,Canada,33,Male,Smart TV,1 Month
+1375,Basic,12,30-06-22,03-07-23,United States,30,Male,Laptop,1 Month
+1376,Premium,14,03-07-22,05-07-23,United States,29,Male,Tablet,1 Month
+1377,Basic,13,09-07-22,04-07-23,Canada,31,Male,Smart TV,1 Month
+1378,Standard,14,17-07-22,06-07-23,United Kingdom,46,Female,Smart TV,1 Month
+1379,Premium,11,22-07-22,03-07-23,Australia,46,Female,Smartphone,1 Month
+1380,Basic,11,28-07-22,05-07-23,Germany,47,Male,Laptop,1 Month
+1381,Premium,12,04-08-22,04-07-23,France,48,Female,Smart TV,1 Month
+1382,Basic,13,08-08-22,06-07-23,Brazil,32,Female,Smart TV,1 Month
+1383,Standard,13,13-08-22,04-07-23,Mexico,51,Female,Tablet,1 Month
+1384,Standard,13,17-08-22,05-07-23,Spain,33,Male,Smart TV,1 Month
+1385,Basic,15,20-08-22,04-07-23,Italy,43,Male,Smartphone,1 Month
+1386,Premium,14,28-08-22,06-07-23,Spain,43,Female,Smart TV,1 Month
+1387,Basic,13,29-08-22,04-07-23,Spain,42,Male,Smart TV,1 Month
+1388,Standard,15,03-09-22,05-07-23,United States,30,Male,Smartphone,1 Month
+1389,Premium,13,10-09-22,03-07-23,Canada,50,Male,Smartphone,1 Month
+1390,Basic,11,13-09-22,05-07-23,United States,51,Female,Laptop,1 Month
+1391,Premium,14,15-09-22,04-07-23,United States,36,Female,Tablet,1 Month
+1392,Basic,13,25-09-22,06-07-23,Canada,41,Female,Tablet,1 Month
+1393,Standard,10,01-10-22,03-07-23,United Kingdom,37,Male,Smart TV,1 Month
+1394,Standard,11,02-10-22,04-07-23,Australia,30,Female,Tablet,1 Month
+1395,Basic,11,05-10-22,04-07-23,Germany,50,Female,Tablet,1 Month
+1396,Premium,14,06-10-22,05-07-23,France,41,Female,Smart TV,1 Month
+1397,Basic,14,07-10-22,03-07-23,Brazil,29,Female,Laptop,1 Month
+1398,Standard,12,10-10-22,04-07-23,Mexico,43,Male,Smart TV,1 Month
+1399,Premium,12,12-10-22,04-07-23,Spain,31,Female,Smart TV,1 Month
+1400,Basic,14,15-10-22,06-07-23,Italy,40,Male,Laptop,1 Month
+1401,Premium,12,17-10-22,05-07-23,Spain,35,Female,Smart TV,1 Month
+1402,Basic,13,21-10-22,04-07-23,Spain,39,Female,Laptop,1 Month
+1403,Standard,14,23-10-22,05-07-23,United States,48,Male,Laptop,1 Month
+1404,Standard,14,24-10-22,05-07-23,Canada,42,Female,Tablet,1 Month
+1405,Basic,11,27-10-22,06-07-23,United States,48,Female,Smart TV,1 Month
+1406,Premium,10,30-10-22,07-07-23,United States,33,Female,Smart TV,1 Month
+1407,Basic,14,31-10-22,04-07-23,Canada,45,Female,Smart TV,1 Month
+1408,Standard,14,03-11-22,04-07-23,United Kingdom,40,Female,Smart TV,1 Month
+1409,Premium,15,05-11-22,06-07-23,Australia,38,Male,Tablet,1 Month
+1410,Basic,14,06-11-22,06-07-23,Germany,31,Female,Tablet,1 Month
+1411,Premium,14,01-11-22,04-07-23,France,33,Female,Smart TV,1 Month
+1412,Basic,15,02-11-22,05-07-23,Brazil,27,Male,Laptop,1 Month
+1413,Standard,13,02-11-22,05-07-23,Mexico,47,Male,Smartphone,1 Month
+1414,Standard,15,01-11-22,06-07-23,Spain,41,Male,Tablet,1 Month
+1415,Basic,11,17-10-22,03-07-23,Italy,32,Female,Smart TV,1 Month
+1416,Premium,11,18-10-22,05-07-23,Spain,31,Male,Smart TV,1 Month
+1417,Basic,13,28-09-22,05-07-23,Spain,43,Female,Tablet,1 Month
+1418,Standard,15,23-09-22,05-07-23,United States,42,Female,Smart TV,1 Month
+1419,Premium,15,22-09-22,03-07-23,Canada,46,Male,Smartphone,1 Month
+1420,Basic,12,31-08-22,04-07-23,United States,27,Female,Smartphone,1 Month
+1421,Basic,15,28-08-22,05-07-23,United States,48,Female,Smart TV,1 Month
+1422,Basic,15,27-08-22,05-07-23,Canada,49,Male,Laptop,1 Month
+1423,Standard,12,17-08-22,03-07-23,United Kingdom,43,Male,Smart TV,1 Month
+1424,Premium,14,09-08-22,04-07-23,Australia,38,Male,Laptop,1 Month
+1425,Basic,13,24-07-22,05-07-23,Germany,37,Male,Smartphone,1 Month
+1426,Basic,12,16-07-22,04-07-23,France,39,Female,Smart TV,1 Month
+1427,Premium,10,15-07-22,03-07-23,Brazil,40,Male,Tablet,1 Month
+1428,Standard,12,12-07-22,05-07-23,Mexico,40,Male,Smart TV,1 Month
+1429,Standard,12,12-07-22,06-07-23,Spain,48,Male,Laptop,1 Month
+1430,Basic,13,09-07-22,05-07-23,Italy,43,Female,Smart TV,1 Month
+1431,Premium,10,05-07-22,02-07-23,Spain,46,Male,Laptop,1 Month
+1432,Standard,11,05-07-22,05-07-23,Spain,43,Male,Smartphone,1 Month
+1433,Basic,10,03-07-22,05-07-23,United States,30,Female,Tablet,1 Month
+1434,Standard,13,01-07-22,04-07-23,Canada,51,Female,Laptop,1 Month
+1435,Premium,12,30-06-22,03-07-23,United States,30,Male,Smartphone,1 Month
+1436,Basic,14,27-06-22,04-07-23,United States,47,Female,Smart TV,1 Month
+1437,Premium,13,28-06-22,04-07-23,Canada,41,Male,Laptop,1 Month
+1438,Standard,10,28-06-22,05-07-23,United Kingdom,45,Female,Smartphone,1 Month
+1439,Basic,14,24-06-22,04-07-23,Australia,47,Female,Laptop,1 Month
+1440,Standard,11,24-06-22,05-07-23,Germany,48,Female,Smart TV,1 Month
+1441,Premium,11,25-06-22,04-07-23,France,51,Female,Tablet,1 Month
+1442,Basic,10,26-06-22,06-07-23,Brazil,29,Male,Smart TV,1 Month
+1443,Standard,13,27-06-22,05-07-23,Mexico,43,Female,Laptop,1 Month
+1444,Premium,13,29-06-22,07-07-23,Spain,49,Female,Tablet,1 Month
+1445,Basic,11,02-07-22,03-07-23,Italy,37,Male,Smartphone,1 Month
+1446,Premium,13,07-07-22,05-07-23,Spain,48,Male,Tablet,1 Month
+1447,Basic,11,13-07-22,05-07-23,Spain,36,Female,Tablet,1 Month
+1448,Standard,14,18-07-22,07-07-23,United States,33,Female,Laptop,1 Month
+1449,Standard,14,24-07-22,04-07-23,Canada,38,Female,Laptop,1 Month
+1450,Basic,12,31-07-22,06-07-23,United States,42,Female,Smartphone,1 Month
+1451,Premium,15,01-08-22,05-07-23,United States,30,Female,Tablet,1 Month
+1452,Basic,10,08-08-22,06-07-23,Canada,39,Male,Smart TV,1 Month
+1453,Standard,14,13-08-22,04-07-23,United Kingdom,36,Male,Smartphone,1 Month
+1454,Premium,11,14-08-22,06-07-23,Australia,27,Female,Smartphone,1 Month
+1455,Basic,11,23-08-22,04-07-23,Germany,49,Male,Smart TV,1 Month
+1456,Premium,14,27-08-22,06-07-23,France,31,Male,Laptop,1 Month
+1457,Basic,10,31-08-22,05-07-23,Brazil,36,Male,Laptop,1 Month
+1458,Standard,14,09-09-22,06-07-23,Mexico,41,Female,Tablet,1 Month
+1459,Standard,10,10-09-22,04-07-23,Spain,45,Female,Laptop,1 Month
+1460,Basic,14,12-09-22,05-07-23,Italy,45,Male,Smart TV,1 Month
+1461,Premium,11,17-09-22,05-07-23,Spain,32,Male,Smart TV,1 Month
+1462,Basic,13,21-09-22,06-07-23,Spain,41,Female,Smartphone,1 Month
+1463,Standard,11,02-10-22,03-07-23,United States,37,Male,Smart TV,1 Month
+1464,Premium,10,04-10-22,05-07-23,Canada,27,Male,Laptop,1 Month
+1465,Basic,14,06-10-22,04-07-23,United States,41,Male,Laptop,1 Month
+1466,Premium,13,07-10-22,06-07-23,United States,30,Female,Smart TV,1 Month
+1467,Basic,12,08-10-22,04-07-23,Canada,43,Male,Smartphone,1 Month
+1468,Standard,12,11-10-22,05-07-23,United Kingdom,51,Male,Laptop,1 Month
+1469,Standard,12,13-10-22,04-07-23,Australia,46,Female,Smart TV,1 Month
+1470,Basic,10,15-10-22,06-07-23,Germany,27,Female,Tablet,1 Month
+1471,Premium,10,19-10-22,06-07-23,France,51,Female,Smartphone,1 Month
+1472,Basic,14,21-10-22,06-07-23,Brazil,28,Female,Laptop,1 Month
+1473,Standard,14,23-10-22,05-07-23,Mexico,33,Male,Smartphone,1 Month
+1474,Premium,12,26-10-22,05-07-23,Spain,31,Female,Laptop,1 Month
+1475,Basic,13,27-10-22,06-07-23,Italy,47,Male,Laptop,1 Month
+1476,Premium,10,31-10-22,07-07-23,Spain,45,Female,Tablet,1 Month
+1477,Basic,13,03-11-22,05-07-23,Spain,42,Male,Smart TV,1 Month
+1478,Standard,15,05-11-22,06-07-23,United States,47,Female,Smart TV,1 Month
+1479,Standard,12,06-11-22,06-07-23,Canada,29,Female,Smart TV,1 Month
+1480,Basic,13,03-11-22,07-07-23,United States,49,Female,Laptop,1 Month
+1481,Premium,14,03-11-22,04-07-23,United States,41,Female,Laptop,1 Month
+1482,Basic,13,04-11-22,05-07-23,Canada,45,Male,Smartphone,1 Month
+1483,Standard,14,02-11-22,06-07-23,United Kingdom,49,Male,Smart TV,1 Month
+1484,Premium,13,27-10-22,06-07-23,Australia,41,Male,Smart TV,1 Month
+1485,Basic,15,27-10-22,04-07-23,Germany,37,Male,Laptop,1 Month
+1486,Premium,14,15-10-22,05-07-23,France,31,Male,Smartphone,1 Month
+1487,Basic,13,03-10-22,05-07-23,Brazil,29,Male,Smartphone,1 Month
+1488,Standard,10,25-09-22,05-07-23,Mexico,51,Female,Smart TV,1 Month
+1489,Standard,12,16-09-22,03-07-23,Spain,33,Male,Smart TV,1 Month
+1490,Basic,12,14-09-22,04-07-23,Italy,31,Male,Smartphone,1 Month
+1491,Premium,11,11-09-22,05-07-23,Spain,42,Female,Laptop,1 Month
+1492,Basic,15,09-09-22,05-07-23,Spain,48,Female,Laptop,1 Month
+1493,Standard,13,12-08-22,03-07-23,United States,37,Female,Laptop,1 Month
+1494,Premium,13,04-08-22,06-07-23,Canada,51,Female,Smartphone,1 Month
+1495,Basic,12,04-08-22,06-07-23,United States,29,Female,Tablet,1 Month
+1496,Basic,13,31-07-22,05-07-23,United States,46,Male,Tablet,1 Month
+1497,Basic,15,29-07-22,03-07-23,Canada,35,Male,Smart TV,1 Month
+1498,Standard,15,14-07-22,05-07-23,United Kingdom,44,Female,Smartphone,1 Month
+1499,Premium,12,13-07-22,06-07-23,Australia,36,Male,Smart TV,1 Month
+1500,Basic,14,11-07-22,05-07-23,Germany,38,Female,Tablet,1 Month
+1501,Basic,12,12-07-22,03-07-23,France,36,Male,Smart TV,1 Month
+1502,Premium,14,11-07-22,05-07-23,Brazil,40,Female,Laptop,1 Month
+1503,Standard,10,02-07-22,05-07-23,Mexico,29,Male,Laptop,1 Month
+1504,Standard,11,30-06-22,06-07-23,Spain,32,Male,Smart TV,1 Month
+1505,Basic,12,30-06-22,05-07-23,Italy,30,Male,Laptop,1 Month
+1506,Premium,10,29-06-22,05-07-23,Spain,47,Male,Smartphone,1 Month
+1507,Standard,15,30-06-22,04-07-23,Spain,28,Female,Tablet,1 Month
+1508,Basic,11,24-06-22,05-07-23,United States,49,Male,Laptop,1 Month
+1509,Standard,12,25-06-22,04-07-23,Canada,50,Male,Smartphone,1 Month
+1510,Premium,11,25-06-22,07-07-23,United States,33,Male,Smart TV,1 Month
+1511,Basic,13,26-06-22,04-07-23,United States,50,Male,Smart TV,1 Month
+1512,Premium,10,27-06-22,06-07-23,Canada,28,Female,Smart TV,1 Month
+1513,Standard,12,29-06-22,06-07-23,United Kingdom,41,Male,Smartphone,1 Month
+1514,Basic,12,01-07-22,07-07-23,Australia,30,Female,Smartphone,1 Month
+1515,Standard,10,03-07-22,04-07-23,Germany,32,Male,Smart TV,1 Month
+1516,Premium,15,12-07-22,07-07-23,France,50,Male,Laptop,1 Month
+1517,Basic,11,15-07-22,05-07-23,Brazil,28,Female,Smart TV,1 Month
+1518,Standard,13,19-07-22,07-07-23,Mexico,45,Male,Smart TV,1 Month
+1519,Premium,14,27-07-22,05-07-23,Spain,31,Male,Tablet,1 Month
+1520,Basic,11,29-07-22,06-07-23,Italy,27,Female,Smartphone,1 Month
+1521,Premium,11,06-08-22,05-07-23,Spain,49,Male,Tablet,1 Month
+1522,Basic,10,13-08-22,06-07-23,Spain,32,Female,Laptop,1 Month
+1523,Standard,13,14-08-22,05-07-23,United States,38,Male,Smart TV,1 Month
+1524,Standard,11,20-08-22,07-07-23,Canada,39,Male,Smartphone,1 Month
+1525,Basic,14,24-08-22,04-07-23,United States,50,Female,Tablet,1 Month
+1526,Premium,10,28-08-22,06-07-23,United States,51,Male,Tablet,1 Month
+1527,Basic,15,05-09-22,05-07-23,Canada,32,Female,Smart TV,1 Month
+1528,Standard,12,10-09-22,07-07-23,United Kingdom,45,Female,Smart TV,1 Month
+1529,Premium,12,11-09-22,04-07-23,Australia,31,Female,Laptop,1 Month
+1530,Basic,12,14-09-22,06-07-23,Germany,44,Male,Smartphone,1 Month
+1531,Premium,12,21-09-22,05-07-23,France,30,Female,Tablet,1 Month
+1532,Basic,13,26-09-22,07-07-23,Brazil,44,Female,Tablet,1 Month
+1533,Standard,10,30-09-22,03-07-23,Mexico,37,Male,Tablet,1 Month
+1534,Standard,14,02-10-22,06-07-23,Spain,30,Female,Tablet,1 Month
+1535,Basic,12,06-10-22,05-07-23,Italy,31,Female,Smart TV,1 Month
+1536,Premium,15,07-10-22,06-07-23,Spain,31,Female,Laptop,1 Month
+1537,Basic,15,09-10-22,06-07-23,Spain,44,Male,Tablet,1 Month
+1538,Standard,10,11-10-22,05-07-23,United States,44,Female,Smart TV,1 Month
+1539,Premium,14,12-10-22,05-07-23,Canada,34,Male,Laptop,1 Month
+1540,Basic,12,16-10-22,06-07-23,United States,42,Male,Laptop,1 Month
+1541,Premium,15,17-10-22,07-07-23,United States,33,Male,Smartphone,1 Month
+1542,Basic,11,21-10-22,07-07-23,Canada,35,Male,Smart TV,1 Month
+1543,Standard,15,23-10-22,06-07-23,United Kingdom,34,Female,Laptop,1 Month
+1544,Standard,14,25-10-22,05-07-23,Australia,47,Male,Tablet,1 Month
+1545,Basic,13,27-10-22,06-07-23,Germany,43,Female,Laptop,1 Month
+1546,Premium,13,29-10-22,08-07-23,France,43,Male,Smart TV,1 Month
+1547,Basic,13,01-11-22,05-07-23,Brazil,35,Female,Smartphone,1 Month
+1548,Standard,13,04-11-22,06-07-23,Mexico,39,Male,Tablet,1 Month
+1549,Premium,10,04-11-22,06-07-23,Spain,39,Male,Tablet,1 Month
+1550,Basic,11,04-11-22,07-07-23,Italy,49,Female,Smart TV,1 Month
+1551,Premium,14,05-11-22,04-07-23,Spain,30,Male,Tablet,1 Month
+1552,Basic,12,02-11-22,05-07-23,Spain,31,Female,Tablet,1 Month
+1553,Standard,12,03-11-22,06-07-23,United States,39,Male,Tablet,1 Month
+1554,Standard,14,30-10-22,06-07-23,Canada,30,Female,Laptop,1 Month
+1555,Basic,13,31-10-22,04-07-23,United States,43,Female,Smartphone,1 Month
+1556,Premium,10,14-10-22,05-07-23,United States,29,Female,Smartphone,1 Month
+1557,Basic,14,26-09-22,05-07-23,Canada,46,Male,Smart TV,1 Month
+1558,Standard,15,17-09-22,06-07-23,United Kingdom,35,Male,Smartphone,1 Month
+1559,Premium,12,16-09-22,03-07-23,Australia,30,Male,Tablet,1 Month
+1560,Basic,12,12-09-22,07-07-23,Germany,39,Female,Smart TV,1 Month
+1561,Premium,14,12-09-22,06-07-23,France,41,Male,Laptop,1 Month
+1562,Basic,12,29-08-22,05-07-23,Brazil,27,Male,Smartphone,1 Month
+1563,Standard,15,25-08-22,03-07-23,Mexico,42,Male,Laptop,1 Month
+1564,Standard,11,15-08-22,06-07-23,Spain,45,Female,Tablet,1 Month
+1565,Basic,10,11-08-22,07-07-23,Italy,36,Female,Smart TV,1 Month
+1566,Premium,12,10-08-22,06-07-23,Spain,35,Male,Laptop,1 Month
+1567,Basic,13,26-07-22,04-07-23,Spain,38,Male,Smartphone,1 Month
+1568,Standard,14,19-07-22,06-07-23,United States,41,Female,Smart TV,1 Month
+1569,Premium,10,17-07-22,06-07-23,Canada,43,Male,Tablet,1 Month
+1570,Basic,13,17-07-22,06-07-23,United States,44,Male,Tablet,1 Month
+1571,Basic,10,17-07-22,04-07-23,United States,35,Male,Tablet,1 Month
+1572,Basic,13,11-07-22,06-07-23,Canada,39,Male,Laptop,1 Month
+1573,Standard,15,07-07-22,05-07-23,United Kingdom,43,Male,Smart TV,1 Month
+1574,Premium,10,07-07-22,06-07-23,Australia,36,Male,Smart TV,1 Month
+1575,Basic,11,08-07-22,05-07-23,Germany,49,Female,Laptop,1 Month
+1576,Basic,12,06-07-22,08-07-23,France,29,Female,Smartphone,1 Month
+1577,Premium,10,03-07-22,04-07-23,Brazil,45,Male,Tablet,1 Month
+1578,Standard,11,30-06-22,06-07-23,Mexico,44,Female,Laptop,1 Month
+1579,Standard,11,27-06-22,04-07-23,Spain,40,Female,Smart TV,1 Month
+1580,Basic,15,26-06-22,08-07-23,Italy,51,Female,Smart TV,1 Month
+1581,Premium,15,27-06-22,05-07-23,Spain,30,Female,Smart TV,1 Month
+1582,Standard,14,28-06-22,08-07-23,Spain,50,Male,Smart TV,1 Month
+1583,Basic,12,30-06-22,06-07-23,United States,39,Male,Tablet,1 Month
+1584,Standard,11,02-07-22,07-07-23,Canada,51,Male,Tablet,1 Month
+1585,Premium,10,05-07-22,05-07-23,United States,42,Male,Laptop,1 Month
+1586,Basic,12,11-07-22,07-07-23,United States,34,Female,Tablet,1 Month
+1587,Premium,12,18-07-22,06-07-23,Canada,28,Male,Tablet,1 Month
+1588,Standard,15,25-07-22,07-07-23,United Kingdom,43,Male,Tablet,1 Month
+1589,Basic,11,28-07-22,06-07-23,Australia,27,Female,Tablet,1 Month
+1590,Standard,13,05-08-22,08-07-23,Germany,49,Female,Smart TV,1 Month
+1591,Premium,14,09-08-22,05-07-23,France,35,Female,Laptop,1 Month
+1592,Basic,10,14-08-22,06-07-23,Brazil,34,Male,Tablet,1 Month
+1593,Standard,14,15-08-22,05-07-23,Mexico,28,Male,Smartphone,1 Month
+1594,Premium,15,16-08-22,07-07-23,Spain,49,Female,Tablet,1 Month
+1595,Basic,12,25-08-22,04-07-23,Italy,51,Female,Tablet,1 Month
+1596,Premium,13,27-08-22,06-07-23,Spain,36,Male,Laptop,1 Month
+1597,Basic,13,06-09-22,06-07-23,Spain,37,Male,Smart TV,1 Month
+1598,Standard,11,08-09-22,07-07-23,United States,48,Male,Laptop,1 Month
+1599,Standard,13,13-09-22,04-07-23,Canada,45,Female,Smart TV,1 Month
+1600,Basic,11,15-09-22,06-07-23,United States,39,Male,Tablet,1 Month
+1601,Premium,14,19-09-22,05-07-23,United States,39,Male,Smartphone,1 Month
+1602,Basic,15,22-09-22,07-07-23,Canada,46,Female,Smart TV,1 Month
+1603,Standard,13,24-09-22,06-07-23,United Kingdom,30,Female,Smartphone,1 Month
+1604,Premium,10,30-09-22,06-07-23,Australia,32,Female,Smartphone,1 Month
+1605,Basic,11,03-10-22,05-07-23,Germany,39,Male,Laptop,1 Month
+1606,Premium,15,08-10-22,07-07-23,France,35,Female,Smartphone,1 Month
+1607,Basic,15,09-10-22,07-07-23,Brazil,41,Female,Smartphone,1 Month
+1608,Standard,11,12-10-22,08-07-23,Mexico,32,Female,Smart TV,1 Month
+1609,Standard,14,15-10-22,06-07-23,Spain,41,Female,Smart TV,1 Month
+1610,Basic,14,17-10-22,06-07-23,Italy,36,Female,Smart TV,1 Month
+1611,Premium,15,19-10-22,07-07-23,Spain,49,Male,Laptop,1 Month
+1612,Basic,11,22-10-22,09-07-23,Spain,30,Female,Smartphone,1 Month
+1613,Standard,15,23-10-22,06-07-23,United States,40,Female,Smartphone,1 Month
+1614,Premium,13,27-10-22,07-07-23,Canada,46,Female,Tablet,1 Month
+1615,Basic,11,28-10-22,06-07-23,United States,30,Female,Smart TV,1 Month
+1616,Premium,10,01-11-22,08-07-23,United States,48,Male,Laptop,1 Month
+1617,Basic,11,04-11-22,05-07-23,Canada,50,Male,Tablet,1 Month
+1618,Standard,11,05-11-22,06-07-23,United Kingdom,27,Male,Smart TV,1 Month
+1619,Standard,14,04-11-22,07-07-23,Australia,51,Female,Laptop,1 Month
+1620,Basic,11,05-11-22,07-07-23,Germany,38,Male,Smartphone,1 Month
+1621,Premium,10,04-11-22,05-07-23,France,39,Male,Laptop,1 Month
+1622,Basic,12,05-11-22,05-07-23,Brazil,45,Female,Smart TV,1 Month
+1623,Standard,12,03-11-22,06-07-23,Mexico,29,Male,Laptop,1 Month
+1624,Premium,13,31-10-22,07-07-23,Spain,35,Male,Smartphone,1 Month
+1625,Basic,10,26-10-22,04-07-23,Italy,51,Female,Smart TV,1 Month
+1626,Premium,11,16-10-22,06-07-23,Spain,51,Male,Smart TV,1 Month
+1627,Basic,15,16-10-22,07-07-23,Spain,42,Female,Smartphone,1 Month
+1628,Standard,13,17-09-22,06-07-23,United States,48,Female,Laptop,1 Month
+1629,Standard,14,12-09-22,04-07-23,Canada,40,Male,Smart TV,1 Month
+1630,Basic,13,13-09-22,07-07-23,United States,39,Male,Smart TV,1 Month
+1631,Premium,14,09-09-22,07-07-23,United States,44,Male,Laptop,1 Month
+1632,Basic,14,03-09-22,06-07-23,Canada,27,Female,Laptop,1 Month
+1633,Standard,11,31-08-22,05-07-23,United Kingdom,35,Male,Tablet,1 Month
+1634,Premium,14,25-08-22,07-07-23,Australia,45,Male,Smart TV,1 Month
+1635,Basic,12,15-08-22,07-07-23,Germany,33,Male,Tablet,1 Month
+1636,Premium,10,16-08-22,07-07-23,France,32,Female,Smart TV,1 Month
+1637,Basic,11,28-07-22,05-07-23,Brazil,51,Female,Laptop,1 Month
+1638,Standard,10,28-07-22,06-07-23,Mexico,40,Female,Tablet,1 Month
+1639,Standard,15,22-07-22,06-07-23,Spain,47,Male,Laptop,1 Month
+1640,Basic,13,19-07-22,06-07-23,Italy,42,Male,Smart TV,1 Month
+1641,Premium,10,16-07-22,06-07-23,Spain,41,Male,Tablet,1 Month
+1642,Basic,12,15-07-22,09-07-23,Spain,43,Male,Tablet,1 Month
+1643,Standard,11,16-07-22,05-07-23,United States,42,Female,Tablet,1 Month
+1644,Premium,14,09-07-22,06-07-23,Canada,28,Male,Smartphone,1 Month
+1645,Basic,12,07-07-22,05-07-23,United States,40,Female,Laptop,1 Month
+1646,Basic,15,07-07-22,09-07-23,United States,46,Female,Tablet,1 Month
+1647,Basic,11,06-07-22,05-07-23,Canada,39,Female,Laptop,1 Month
+1648,Standard,15,30-06-22,06-07-23,United Kingdom,41,Female,Smartphone,1 Month
+1649,Premium,15,27-06-22,05-07-23,Australia,30,Male,Tablet,1 Month
+1650,Basic,14,28-06-22,08-07-23,Germany,32,Male,Tablet,1 Month
+1651,Basic,14,28-06-22,06-07-23,France,38,Male,Smart TV,1 Month
+1652,Premium,11,29-06-22,08-07-23,Brazil,38,Male,Tablet,1 Month
+1653,Standard,13,01-07-22,06-07-23,Mexico,32,Male,Smartphone,1 Month
+1654,Standard,14,03-07-22,07-07-23,Spain,27,Male,Tablet,1 Month
+1655,Basic,15,04-07-22,06-07-23,Italy,50,Female,Tablet,1 Month
+1656,Premium,10,10-07-22,07-07-23,Spain,30,Male,Smartphone,1 Month
+1657,Standard,11,23-07-22,06-07-23,Spain,49,Male,Smartphone,1 Month
+1658,Basic,11,24-07-22,07-07-23,United States,32,Female,Laptop,1 Month
+1659,Standard,14,26-07-22,06-07-23,Canada,35,Male,Smartphone,1 Month
+1660,Premium,12,07-08-22,08-07-23,United States,44,Male,Tablet,1 Month
+1661,Basic,13,10-08-22,05-07-23,United States,49,Female,Laptop,1 Month
+1662,Premium,13,14-08-22,06-07-23,Canada,39,Male,Smartphone,1 Month
+1663,Standard,12,16-08-22,06-07-23,United Kingdom,38,Female,Smartphone,1 Month
+1664,Basic,10,20-08-22,08-07-23,Australia,38,Female,Laptop,1 Month
+1665,Standard,11,25-08-22,05-07-23,Germany,37,Male,Smartphone,1 Month
+1666,Premium,11,28-08-22,07-07-23,France,28,Male,Laptop,1 Month
+1667,Basic,11,05-09-22,06-07-23,Brazil,49,Male,Tablet,1 Month
+1668,Standard,13,08-09-22,08-07-23,Mexico,33,Female,Tablet,1 Month
+1669,Premium,10,14-09-22,05-07-23,Spain,48,Male,Tablet,1 Month
+1670,Basic,13,16-09-22,06-07-23,Italy,34,Male,Tablet,1 Month
+1671,Premium,13,19-09-22,06-07-23,Spain,39,Female,Smartphone,1 Month
+1672,Basic,15,23-09-22,07-07-23,Spain,30,Male,Tablet,1 Month
+1673,Standard,10,29-09-22,07-07-23,United States,37,Male,Tablet,1 Month
+1674,Standard,10,02-10-22,06-07-23,Canada,38,Male,Smart TV,1 Month
+1675,Basic,12,08-10-22,05-07-23,United States,42,Female,Laptop,1 Month
+1676,Premium,15,09-10-22,07-07-23,United States,35,Female,Laptop,1 Month
+1677,Basic,14,11-10-22,08-07-23,Canada,30,Male,Tablet,1 Month
+1678,Standard,15,14-10-22,09-07-23,United Kingdom,48,Female,Smart TV,1 Month
+1679,Premium,14,16-10-22,06-07-23,Australia,48,Male,Tablet,1 Month
+1680,Basic,13,18-10-22,07-07-23,Germany,32,Male,Laptop,1 Month
+1681,Premium,15,22-10-22,07-07-23,France,27,Male,Smart TV,1 Month
+1682,Basic,10,23-10-22,09-07-23,Brazil,48,Female,Laptop,1 Month
+1683,Standard,12,26-10-22,06-07-23,Mexico,33,Male,Laptop,1 Month
+1684,Standard,13,27-10-22,07-07-23,Spain,28,Male,Smartphone,1 Month
+1685,Basic,15,31-10-22,07-07-23,Italy,46,Male,Laptop,1 Month
+1686,Premium,11,01-11-22,08-07-23,Spain,40,Male,Laptop,1 Month
+1687,Basic,13,03-11-22,05-07-23,Spain,49,Male,Smartphone,1 Month
+1688,Standard,14,04-11-22,06-07-23,United States,41,Female,Tablet,1 Month
+1689,Premium,13,05-11-22,07-07-23,Canada,38,Male,Tablet,1 Month
+1690,Basic,13,05-11-22,07-07-23,United States,42,Female,Laptop,1 Month
+1691,Premium,13,05-11-22,05-07-23,United States,27,Female,Smart TV,1 Month
+1692,Basic,12,05-11-22,06-07-23,Canada,41,Female,Tablet,1 Month
+1693,Standard,13,03-11-22,07-07-23,United Kingdom,41,Female,Tablet,1 Month
+1694,Standard,11,27-10-22,07-07-23,Australia,49,Male,Laptop,1 Month
+1695,Basic,14,24-10-22,04-07-23,Germany,28,Female,Smartphone,1 Month
+1696,Premium,13,17-10-22,07-07-23,France,44,Male,Laptop,1 Month
+1697,Basic,11,06-10-22,07-07-23,Brazil,47,Female,Tablet,1 Month
+1698,Standard,12,18-09-22,06-07-23,Mexico,29,Male,Tablet,1 Month
+1699,Premium,10,17-09-22,04-07-23,Spain,31,Female,Laptop,1 Month
+1700,Basic,12,13-09-22,08-07-23,Italy,28,Female,Smart TV,1 Month
+1701,Premium,15,09-09-22,07-07-23,Spain,32,Male,Smart TV,1 Month
+1702,Basic,12,02-09-22,07-07-23,Spain,43,Male,Smartphone,1 Month
+1703,Standard,13,01-09-22,06-07-23,United States,48,Male,Smart TV,1 Month
+1704,Standard,10,16-08-22,07-07-23,Canada,28,Male,Laptop,1 Month
+1705,Basic,14,17-08-22,07-07-23,United States,31,Female,Tablet,1 Month
+1706,Premium,15,29-07-22,07-07-23,United States,47,Male,Laptop,1 Month
+1707,Basic,13,28-07-22,06-07-23,Canada,39,Female,Smartphone,1 Month
+1708,Standard,13,25-07-22,07-07-23,United Kingdom,35,Male,Smartphone,1 Month
+1709,Premium,10,26-07-22,06-07-23,Australia,42,Female,Smartphone,1 Month
+1710,Basic,11,17-07-22,07-07-23,Germany,30,Male,Smart TV,1 Month
+1711,Premium,14,16-07-22,06-07-23,France,34,Male,Smartphone,1 Month
+1712,Basic,11,17-07-22,09-07-23,Brazil,35,Male,Smartphone,1 Month
+1713,Standard,12,16-07-22,06-07-23,Mexico,31,Female,Tablet,1 Month
+1714,Standard,14,16-07-22,07-07-23,Spain,36,Female,Tablet,1 Month
+1715,Basic,14,12-07-22,06-07-23,Italy,31,Female,Laptop,1 Month
+1716,Premium,11,10-07-22,09-07-23,Spain,32,Male,Smart TV,1 Month
+1717,Basic,10,08-07-22,07-07-23,Spain,46,Female,Smartphone,1 Month
+1718,Standard,15,29-06-22,07-07-23,United States,30,Male,Tablet,1 Month
+1719,Premium,12,29-06-22,06-07-23,Canada,46,Male,Laptop,1 Month
+1720,Basic,12,28-06-22,08-07-23,United States,44,Female,Tablet,1 Month
+1721,Basic,12,29-06-22,06-07-23,United States,34,Male,Tablet,1 Month
+1722,Basic,13,01-07-22,08-07-23,Canada,31,Male,Tablet,1 Month
+1723,Standard,13,02-07-22,06-07-23,United Kingdom,34,Male,Smart TV,1 Month
+1724,Premium,12,04-07-22,08-07-23,Australia,28,Male,Laptop,1 Month
+1725,Basic,10,08-07-22,07-07-23,Germany,36,Female,Smartphone,1 Month
+1726,Basic,14,20-07-22,09-07-23,France,48,Female,Laptop,1 Month
+1727,Premium,13,23-07-22,06-07-23,Brazil,40,Male,Smartphone,1 Month
+1728,Standard,15,26-07-22,07-07-23,Mexico,35,Male,Smartphone,1 Month
+1729,Standard,11,30-07-22,07-07-23,Spain,41,Male,Laptop,1 Month
+1730,Basic,10,08-08-22,08-07-23,Italy,28,Female,Smartphone,1 Month
+1731,Premium,12,13-08-22,05-07-23,Spain,37,Male,Tablet,1 Month
+1732,Standard,12,14-08-22,07-07-23,Spain,33,Male,Smartphone,1 Month
+1733,Basic,15,16-08-22,06-07-23,United States,27,Female,Tablet,1 Month
+1734,Standard,14,19-08-22,08-07-23,Canada,35,Male,Tablet,1 Month
+1735,Premium,10,27-08-22,06-07-23,United States,27,Male,Smartphone,1 Month
+1736,Basic,15,04-09-22,07-07-23,United States,29,Female,Smartphone,1 Month
+1737,Premium,12,05-09-22,06-07-23,Canada,28,Female,Laptop,1 Month
+1738,Standard,12,13-09-22,08-07-23,United Kingdom,33,Female,Smartphone,1 Month
+1739,Basic,10,16-09-22,05-07-23,Australia,35,Female,Smartphone,1 Month
+1740,Standard,15,18-09-22,06-07-23,Germany,37,Female,Laptop,1 Month
+1741,Premium,12,20-09-22,06-07-23,France,31,Male,Smartphone,1 Month
+1742,Basic,13,29-09-22,07-07-23,Brazil,27,Male,Laptop,1 Month
+1743,Standard,11,30-09-22,08-07-23,Mexico,48,Male,Tablet,1 Month
+1744,Premium,15,04-10-22,10-07-23,Spain,30,Female,Smart TV,1 Month
+1745,Basic,14,08-10-22,07-07-23,Italy,45,Male,Tablet,1 Month
+1746,Premium,14,10-10-22,07-07-23,Spain,28,Male,Smart TV,1 Month
+1747,Basic,12,12-10-22,08-07-23,Spain,30,Female,Laptop,1 Month
+1748,Standard,15,14-10-22,10-07-23,United States,48,Male,Smartphone,1 Month
+1749,Standard,10,16-10-22,07-07-23,Canada,37,Female,Laptop,1 Month
+1750,Basic,15,21-10-22,07-07-23,United States,28,Female,Smartphone,1 Month
+1751,Premium,14,23-10-22,07-07-23,United States,43,Female,Tablet,1 Month
+1752,Basic,10,25-10-22,09-07-23,Canada,36,Male,Laptop,1 Month
+1753,Standard,15,26-10-22,06-07-23,United Kingdom,47,Male,Laptop,1 Month
+1754,Premium,10,29-10-22,07-07-23,Australia,42,Male,Smart TV,1 Month
+1755,Basic,15,31-10-22,07-07-23,Germany,50,Male,Laptop,1 Month
+1756,Premium,13,02-11-22,08-07-23,France,41,Male,Tablet,1 Month
+1757,Basic,13,03-11-22,05-07-23,Brazil,43,Male,Laptop,1 Month
+1758,Standard,13,05-11-22,07-07-23,Mexico,35,Male,Laptop,1 Month
+1759,Standard,10,06-11-22,07-07-23,Spain,51,Male,Smart TV,1 Month
+1760,Basic,15,06-11-22,07-07-23,Italy,35,Male,Tablet,1 Month
+1761,Premium,10,07-11-22,05-07-23,Spain,37,Male,Smart TV,1 Month
+1762,Basic,10,04-11-22,06-07-23,Spain,28,Female,Smartphone,1 Month
+1763,Standard,14,02-11-22,07-07-23,United States,32,Female,Smartphone,1 Month
+1764,Premium,13,27-10-22,07-07-23,Canada,37,Female,Tablet,1 Month
+1765,Basic,11,18-10-22,05-07-23,United States,37,Female,Tablet,1 Month
+1766,Premium,12,07-10-22,08-07-23,United States,34,Female,Smart TV,1 Month
+1767,Basic,15,04-10-22,07-07-23,Canada,30,Female,Tablet,1 Month
+1768,Standard,14,17-09-22,07-07-23,United Kingdom,35,Male,Tablet,1 Month
+1769,Standard,14,15-09-22,06-07-23,Australia,41,Female,Laptop,1 Month
+1770,Basic,13,10-09-22,08-07-23,Germany,50,Female,Tablet,1 Month
+1771,Premium,11,09-09-22,08-07-23,France,48,Female,Laptop,1 Month
+1772,Basic,12,09-09-22,08-07-23,Brazil,29,Male,Smart TV,1 Month
+1773,Standard,12,07-09-22,06-07-23,Mexico,37,Male,Tablet,1 Month
+1774,Premium,15,08-09-22,08-07-23,Spain,36,Female,Tablet,1 Month
+1775,Basic,15,14-08-22,07-07-23,Italy,45,Male,Tablet,1 Month
+1776,Premium,15,06-08-22,08-07-23,Spain,27,Female,Smart TV,1 Month
+1777,Basic,12,06-08-22,06-07-23,Spain,31,Female,Tablet,1 Month
+1778,Standard,11,29-07-22,09-07-23,United States,42,Female,Tablet,1 Month
+1779,Standard,15,28-07-22,06-07-23,Canada,43,Female,Smartphone,1 Month
+1780,Basic,13,24-07-22,07-07-23,United States,43,Male,Smart TV,1 Month
+1781,Premium,15,22-07-22,06-07-23,United States,35,Female,Laptop,1 Month
+1782,Basic,13,19-07-22,10-07-23,Canada,51,Male,Laptop,1 Month
+1783,Standard,13,17-07-22,07-07-23,United Kingdom,42,Female,Smartphone,1 Month
+1784,Premium,13,16-07-22,07-07-23,Australia,36,Male,Tablet,1 Month
+1785,Basic,13,13-07-22,07-07-23,Germany,50,Female,Tablet,1 Month
+1786,Premium,15,14-07-22,09-07-23,France,43,Female,Laptop,1 Month
+1787,Basic,11,07-07-22,07-07-23,Brazil,28,Male,Laptop,1 Month
+1788,Standard,10,06-07-22,09-07-23,Mexico,48,Female,Smart TV,1 Month
+1789,Standard,14,30-06-22,07-07-23,Spain,47,Female,Tablet,1 Month
+1790,Basic,12,30-06-22,09-07-23,Italy,31,Male,Smart TV,1 Month
+1791,Premium,14,01-07-22,06-07-23,Spain,45,Male,Laptop,1 Month
+1792,Basic,15,02-07-22,09-07-23,Spain,45,Female,Tablet,1 Month
+1793,Standard,14,03-07-22,06-07-23,United States,42,Female,Smart TV,1 Month
+1794,Premium,12,06-07-22,08-07-23,Canada,36,Female,Tablet,1 Month
+1795,Basic,14,07-07-22,07-07-23,United States,32,Male,Smart TV,1 Month
+1796,Basic,10,15-07-22,09-07-23,United States,50,Male,Tablet,1 Month
+1797,Basic,14,17-07-22,06-07-23,Canada,39,Male,Smart TV,1 Month
+1798,Standard,10,26-07-22,08-07-23,United Kingdom,51,Male,Smartphone,1 Month
+1799,Premium,14,05-08-22,07-07-23,Australia,49,Female,Tablet,1 Month
+1800,Basic,14,12-08-22,09-07-23,Germany,42,Male,Tablet,1 Month
+1801,Basic,12,14-08-22,06-07-23,France,46,Male,Tablet,1 Month
+1802,Premium,12,15-08-22,07-07-23,Brazil,30,Male,Smartphone,1 Month
+1803,Standard,10,18-08-22,07-07-23,Mexico,48,Male,Smart TV,1 Month
+1804,Standard,12,21-08-22,09-07-23,Spain,40,Female,Laptop,1 Month
+1805,Basic,10,04-09-22,06-07-23,Italy,50,Female,Smart TV,1 Month
+1806,Premium,15,05-09-22,07-07-23,Spain,49,Female,Laptop,1 Month
+1807,Standard,11,08-09-22,07-07-23,Spain,37,Male,Smartphone,1 Month
+1808,Basic,12,15-09-22,08-07-23,United States,43,Male,Laptop,1 Month
+1809,Standard,15,17-09-22,06-07-23,Canada,40,Female,Tablet,1 Month
+1810,Premium,14,19-09-22,09-07-23,United States,27,Male,Laptop,1 Month
+1811,Basic,10,23-09-22,06-07-23,United States,47,Male,Smart TV,1 Month
+1812,Premium,11,26-09-22,08-07-23,Canada,50,Male,Smartphone,1 Month
+1813,Standard,12,30-09-22,08-07-23,United Kingdom,31,Female,Smartphone,1 Month
+1814,Basic,10,07-10-22,10-07-23,Australia,33,Male,Smartphone,1 Month
+1815,Standard,13,09-10-22,07-07-23,Germany,42,Female,Tablet,1 Month
+1816,Premium,14,12-10-22,07-07-23,France,51,Female,Laptop,1 Month
+1817,Basic,12,13-10-22,08-07-23,Brazil,43,Female,Smartphone,1 Month
+1818,Standard,15,14-10-22,10-07-23,Mexico,45,Female,Smart TV,1 Month
+1819,Premium,13,19-10-22,07-07-23,Spain,48,Female,Tablet,1 Month
+1820,Basic,14,20-10-22,07-07-23,Italy,48,Female,Smart TV,1 Month
+1821,Premium,12,22-10-22,08-07-23,Spain,30,Male,Smartphone,1 Month
+1822,Basic,15,24-10-22,09-07-23,Spain,29,Female,Tablet,1 Month
+1823,Standard,10,28-10-22,06-07-23,United States,28,Male,Tablet,1 Month
+1824,Standard,12,30-10-22,08-07-23,Canada,46,Female,Laptop,1 Month
+1825,Basic,13,01-11-22,08-07-23,United States,45,Male,Smart TV,1 Month
+1826,Premium,12,03-11-22,08-07-23,United States,30,Male,Tablet,1 Month
+1827,Basic,13,04-11-22,06-07-23,Canada,44,Female,Laptop,1 Month
+1828,Standard,14,05-11-22,07-07-23,United Kingdom,46,Male,Laptop,1 Month
+1829,Premium,13,06-11-22,08-07-23,Australia,36,Female,Tablet,1 Month
+1830,Basic,12,07-11-22,08-07-23,Germany,27,Female,Smartphone,1 Month
+1831,Premium,14,05-11-22,05-07-23,France,43,Male,Laptop,1 Month
+1832,Basic,11,05-11-22,09-07-23,Brazil,48,Female,Smartphone,1 Month
+1833,Standard,12,06-11-22,08-07-23,Mexico,36,Female,Smartphone,1 Month
+1834,Standard,10,03-11-22,07-07-23,Spain,44,Male,Smart TV,1 Month
+1835,Basic,11,22-10-22,06-07-23,Italy,41,Female,Tablet,1 Month
+1836,Premium,12,22-10-22,09-07-23,Spain,29,Female,Smart TV,1 Month
+1837,Basic,13,15-10-22,09-07-23,Spain,28,Female,Smartphone,1 Month
+1838,Standard,11,24-09-22,07-07-23,United States,36,Female,Smartphone,1 Month
+1839,Premium,15,15-09-22,06-07-23,Canada,36,Female,Smart TV,1 Month
+1840,Basic,14,15-09-22,08-07-23,United States,40,Male,Laptop,1 Month
+1841,Premium,11,12-09-22,08-07-23,United States,35,Female,Tablet,1 Month
+1842,Basic,14,12-09-22,09-07-23,Canada,34,Female,Smartphone,1 Month
+1843,Standard,10,11-09-22,07-07-23,United Kingdom,46,Male,Laptop,1 Month
+1844,Standard,14,11-09-22,08-07-23,Australia,47,Female,Smart TV,1 Month
+1845,Basic,12,16-08-22,07-07-23,Germany,32,Female,Smartphone,1 Month
+1846,Premium,13,12-08-22,08-07-23,France,45,Male,Smartphone,1 Month
+1847,Basic,10,02-08-22,07-07-23,Brazil,31,Female,Smartphone,1 Month
+1848,Standard,11,01-08-22,10-07-23,Mexico,49,Male,Laptop,1 Month
+1849,Premium,11,29-07-22,07-07-23,Spain,33,Female,Smartphone,1 Month
+1850,Basic,12,28-07-22,08-07-23,Italy,30,Male,Smartphone,1 Month
+1851,Premium,11,25-07-22,08-07-23,Spain,48,Female,Laptop,1 Month
+1852,Basic,14,20-07-22,10-07-23,Spain,49,Female,Tablet,1 Month
+1853,Standard,13,16-07-22,08-07-23,United States,43,Male,Laptop,1 Month
+1854,Standard,14,16-07-22,08-07-23,Canada,46,Female,Laptop,1 Month
+1855,Basic,12,15-07-22,07-07-23,United States,33,Male,Smartphone,1 Month
+1856,Premium,15,13-07-22,09-07-23,United States,31,Female,Smartphone,1 Month
+1857,Basic,13,06-07-22,07-07-23,Canada,44,Female,Smart TV,1 Month
+1858,Standard,10,03-07-22,09-07-23,United Kingdom,34,Male,Smart TV,1 Month
+1859,Premium,15,04-07-22,07-07-23,Australia,41,Male,Laptop,1 Month
+1860,Basic,10,03-07-22,09-07-23,Germany,42,Male,Laptop,1 Month
+1861,Premium,15,03-07-22,07-07-23,France,38,Female,Laptop,1 Month
+1862,Basic,13,04-07-22,10-07-23,Brazil,31,Female,Tablet,1 Month
+1863,Standard,11,05-07-22,06-07-23,Mexico,35,Female,Smartphone,1 Month
+1864,Standard,15,07-07-22,08-07-23,Spain,32,Male,Smartphone,1 Month
+1865,Basic,15,08-07-22,07-07-23,Italy,39,Male,Smartphone,1 Month
+1866,Premium,12,13-07-22,10-07-23,Spain,42,Male,Laptop,1 Month
+1867,Basic,11,15-07-22,06-07-23,Spain,31,Male,Tablet,1 Month
+1868,Standard,14,01-08-22,08-07-23,United States,38,Male,Tablet,1 Month
+1869,Premium,13,11-08-22,08-07-23,Canada,48,Male,Smart TV,1 Month
+1870,Basic,14,13-08-22,09-07-23,United States,29,Male,Tablet,1 Month
+1871,Basic,10,15-08-22,06-07-23,United States,43,Female,Smart TV,1 Month
+1872,Basic,13,16-08-22,08-07-23,Canada,49,Female,Smartphone,1 Month
+1873,Standard,14,18-08-22,08-07-23,United Kingdom,50,Male,Smartphone,1 Month
+1874,Premium,14,25-08-22,09-07-23,Australia,50,Male,Smartphone,1 Month
+1875,Basic,14,29-08-22,06-07-23,Germany,51,Male,Smart TV,1 Month
+1876,Basic,11,04-09-22,09-07-23,France,29,Male,Tablet,1 Month
+1877,Premium,11,13-09-22,07-07-23,Brazil,50,Female,Smartphone,1 Month
+1878,Standard,12,14-09-22,08-07-23,Mexico,39,Female,Tablet,1 Month
+1879,Standard,10,17-09-22,06-07-23,Spain,27,Female,Smart TV,1 Month
+1880,Basic,15,18-09-22,10-07-23,Italy,29,Male,Smart TV,1 Month
+1881,Premium,15,23-09-22,07-07-23,Spain,28,Male,Tablet,1 Month
+1882,Standard,11,27-09-22,08-07-23,Spain,46,Male,Smartphone,1 Month
+1883,Basic,14,04-10-22,08-07-23,United States,50,Female,Tablet,1 Month
+1884,Standard,12,09-10-22,11-07-23,Canada,33,Female,Tablet,1 Month
+1885,Premium,14,10-10-22,07-07-23,United States,32,Female,Tablet,1 Month
+1886,Basic,12,11-10-22,08-07-23,United States,38,Male,Smart TV,1 Month
+1887,Premium,13,13-10-22,09-07-23,Canada,49,Male,Smart TV,1 Month
+1888,Standard,12,15-10-22,10-07-23,United Kingdom,50,Male,Laptop,1 Month
+1889,Basic,13,20-10-22,07-07-23,Australia,37,Female,Laptop,1 Month
+1890,Standard,15,21-10-22,08-07-23,Germany,33,Female,Laptop,1 Month
+1891,Premium,11,23-10-22,09-07-23,France,33,Female,Tablet,1 Month
+1892,Basic,15,25-10-22,09-07-23,Brazil,46,Male,Smartphone,1 Month
+1893,Standard,10,27-10-22,07-07-23,Mexico,28,Male,Smartphone,1 Month
+1894,Premium,11,30-10-22,08-07-23,Spain,33,Male,Tablet,1 Month
+1895,Basic,15,01-11-22,09-07-23,Italy,45,Male,Laptop,1 Month
+1896,Premium,14,02-11-22,09-07-23,Spain,43,Male,Laptop,1 Month
+1897,Basic,11,04-11-22,06-07-23,Spain,49,Female,Smartphone,1 Month
+1898,Standard,13,06-11-22,07-07-23,United States,41,Female,Tablet,1 Month
+1899,Standard,14,07-11-22,09-07-23,Canada,39,Female,Smartphone,1 Month
+1900,Basic,14,06-11-22,08-07-23,United States,45,Female,Smartphone,1 Month
+1901,Premium,15,07-11-22,06-07-23,United States,38,Male,Tablet,1 Month
+1902,Basic,15,07-11-22,10-07-23,Canada,30,Male,Smart TV,1 Month
+1903,Standard,12,03-11-22,08-07-23,United Kingdom,27,Female,Smart TV,1 Month
+1904,Premium,15,03-11-22,08-07-23,Australia,36,Female,Smartphone,1 Month
+1905,Basic,15,31-10-22,06-07-23,Germany,36,Female,Tablet,1 Month
+1906,Premium,11,28-10-22,09-07-23,France,28,Male,Tablet,1 Month
+1907,Basic,10,28-09-22,09-07-23,Brazil,45,Female,Smartphone,1 Month
+1908,Standard,15,19-09-22,09-07-23,Mexico,41,Male,Smartphone,1 Month
+1909,Standard,12,16-09-22,08-07-23,Spain,29,Male,Smart TV,1 Month
+1910,Basic,15,17-09-22,08-07-23,Italy,35,Male,Smartphone,1 Month
+1911,Premium,12,17-09-22,08-07-23,Spain,36,Female,Smart TV,1 Month
+1912,Basic,11,15-09-22,09-07-23,Spain,41,Male,Laptop,1 Month
+1913,Standard,11,14-09-22,08-07-23,United States,46,Male,Tablet,1 Month
+1914,Premium,11,14-09-22,08-07-23,Canada,46,Female,Tablet,1 Month
+1915,Basic,10,13-09-22,08-07-23,United States,42,Male,Smartphone,1 Month
+1916,Premium,13,13-08-22,08-07-23,United States,40,Male,Tablet,1 Month
+1917,Basic,14,12-08-22,08-07-23,Canada,32,Female,Tablet,1 Month
+1918,Standard,11,07-08-22,10-07-23,United Kingdom,34,Female,Smartphone,1 Month
+1919,Standard,11,07-08-22,09-07-23,Australia,27,Female,Smart TV,1 Month
+1920,Basic,11,04-08-22,08-07-23,Germany,38,Male,Laptop,1 Month
+1921,Premium,14,24-07-22,08-07-23,France,34,Female,Laptop,1 Month
+1922,Basic,13,18-07-22,10-07-23,Brazil,28,Male,Tablet,1 Month
+1923,Standard,12,17-07-22,08-07-23,Mexico,48,Male,Smartphone,1 Month
+1924,Premium,13,17-07-22,09-07-23,Spain,42,Female,Laptop,1 Month
+1925,Basic,10,14-07-22,08-07-23,Italy,37,Female,Smart TV,1 Month
+1926,Premium,11,06-07-22,10-07-23,Spain,28,Female,Tablet,1 Month
+1927,Basic,13,07-07-22,08-07-23,Spain,43,Female,Smart TV,1 Month
+1928,Standard,10,07-07-22,11-07-23,United States,44,Female,Smart TV,1 Month
+1929,Standard,12,08-07-22,07-07-23,Canada,33,Female,Smartphone,1 Month
+1930,Basic,13,07-07-22,09-07-23,United States,36,Male,Smart TV,1 Month
+1931,Premium,14,08-07-22,07-07-23,United States,27,Male,Tablet,1 Month
+1932,Basic,11,09-07-22,11-07-23,Canada,41,Male,Tablet,1 Month
+1933,Standard,14,09-07-22,07-07-23,United Kingdom,32,Male,Smart TV,1 Month
+1934,Premium,12,09-07-22,08-07-23,Australia,36,Female,Laptop,1 Month
+1935,Basic,12,12-07-22,07-07-23,Germany,36,Female,Tablet,1 Month
+1936,Premium,13,15-07-22,10-07-23,France,36,Male,Laptop,1 Month
+1937,Basic,14,16-07-22,07-07-23,Brazil,32,Male,Smart TV,1 Month
+1938,Standard,10,18-07-22,08-07-23,Mexico,45,Female,Smartphone,1 Month
+1939,Standard,11,13-08-22,09-07-23,Spain,43,Female,Tablet,1 Month
+1940,Basic,10,14-08-22,10-07-23,Italy,35,Male,Tablet,1 Month
+1941,Premium,13,16-08-22,07-07-23,Spain,29,Female,Smart TV,1 Month
+1942,Basic,14,17-08-22,08-07-23,Spain,33,Female,Smart TV,1 Month
+1943,Standard,14,25-08-22,08-07-23,United States,49,Male,Smart TV,1 Month
+1944,Premium,15,28-08-22,09-07-23,Canada,27,Male,Tablet,1 Month
+1945,Basic,14,29-08-22,07-07-23,United States,39,Female,Smart TV,1 Month
+1946,Basic,10,11-09-22,10-07-23,United States,34,Female,Smart TV,1 Month
+1947,Basic,12,12-09-22,08-07-23,Canada,39,Male,Smartphone,1 Month
+1948,Standard,11,16-09-22,09-07-23,United Kingdom,39,Female,Laptop,1 Month
+1949,Premium,15,17-09-22,09-07-23,Australia,39,Female,Smart TV,1 Month
+1950,Basic,10,21-09-22,10-07-23,Germany,40,Female,Laptop,1 Month
+1951,Basic,15,23-09-22,08-07-23,France,40,Male,Tablet,1 Month
+1952,Premium,14,27-09-22,08-07-23,Brazil,31,Male,Smartphone,1 Month
+1953,Standard,12,09-10-22,09-07-23,Mexico,47,Male,Smartphone,1 Month
+1954,Standard,11,10-10-22,11-07-23,Spain,43,Male,Laptop,1 Month
+1955,Basic,13,11-10-22,08-07-23,Italy,34,Male,Smartphone,1 Month
+1956,Premium,12,12-10-22,08-07-23,Spain,30,Female,Tablet,1 Month
+1957,Standard,15,13-10-22,09-07-23,Spain,33,Female,Smartphone,1 Month
+1958,Basic,12,19-10-22,10-07-23,United States,29,Male,Tablet,1 Month
+1959,Standard,14,21-10-22,07-07-23,Canada,35,Female,Smartphone,1 Month
+1960,Premium,13,23-10-22,08-07-23,United States,41,Female,Laptop,1 Month
+1961,Basic,14,24-10-22,10-07-23,United States,34,Female,Smartphone,1 Month
+1962,Premium,12,26-10-22,09-07-23,Canada,28,Female,Tablet,1 Month
+1963,Standard,15,27-10-22,07-07-23,United Kingdom,31,Male,Smart TV,1 Month
+1964,Basic,15,01-11-22,08-07-23,Australia,29,Male,Smart TV,1 Month
+1965,Standard,12,02-11-22,09-07-23,Germany,44,Female,Tablet,1 Month
+1966,Premium,10,04-11-22,09-07-23,France,44,Female,Tablet,1 Month
+1967,Basic,13,05-11-22,06-07-23,Brazil,29,Male,Laptop,1 Month
+1968,Standard,12,06-11-22,09-07-23,Mexico,32,Female,Tablet,1 Month
+1969,Premium,11,07-11-22,09-07-23,Spain,31,Male,Smartphone,1 Month
+1970,Basic,14,08-11-22,08-07-23,Italy,27,Male,Laptop,1 Month
+1971,Premium,13,08-11-22,06-07-23,Spain,43,Female,Laptop,1 Month
+1972,Basic,14,09-11-22,10-07-23,Spain,48,Male,Tablet,1 Month
+1973,Standard,15,09-11-22,09-07-23,United States,37,Female,Tablet,1 Month
+1974,Standard,11,05-11-22,08-07-23,Canada,42,Male,Smartphone,1 Month
+1975,Basic,11,04-11-22,07-07-23,United States,40,Male,Tablet,1 Month
+1976,Premium,13,19-10-22,09-07-23,United States,37,Female,Tablet,1 Month
+1977,Basic,12,12-10-22,09-07-23,Canada,31,Male,Smartphone,1 Month
+1978,Standard,11,03-10-22,09-07-23,United Kingdom,30,Male,Smart TV,1 Month
+1979,Premium,15,28-09-22,08-07-23,Australia,51,Female,Smartphone,1 Month
+1980,Basic,15,17-09-22,09-07-23,Germany,42,Female,Laptop,1 Month
+1981,Premium,13,16-09-22,08-07-23,France,37,Female,Smartphone,1 Month
+1982,Basic,14,15-09-22,09-07-23,Brazil,44,Female,Smartphone,1 Month
+1983,Standard,11,14-09-22,08-07-23,Mexico,37,Male,Tablet,1 Month
+1984,Standard,11,15-09-22,09-07-23,Spain,44,Male,Smartphone,1 Month
+1985,Basic,11,06-09-22,09-07-23,Italy,40,Male,Tablet,1 Month
+1986,Premium,15,28-08-22,09-07-23,Spain,27,Male,Smart TV,1 Month
+1987,Basic,12,07-08-22,08-07-23,Spain,31,Male,Smart TV,1 Month
+1988,Standard,15,07-08-22,10-07-23,United States,39,Female,Smartphone,1 Month
+1989,Premium,12,06-08-22,09-07-23,Canada,47,Female,Tablet,1 Month
+1990,Basic,15,30-07-22,09-07-23,United States,30,Male,Smart TV,1 Month
+1991,Premium,12,30-07-22,08-07-23,United States,35,Male,Laptop,1 Month
+1992,Basic,14,30-07-22,10-07-23,Canada,39,Male,Smartphone,1 Month
+1993,Standard,15,19-07-22,08-07-23,United Kingdom,29,Female,Tablet,1 Month
+1994,Standard,11,17-07-22,10-07-23,Australia,28,Male,Laptop,1 Month
+1995,Basic,11,12-07-22,08-07-23,Germany,39,Male,Tablet,1 Month
+1996,Premium,10,11-07-22,10-07-23,France,34,Male,Smart TV,1 Month
+1997,Basic,14,10-07-22,08-07-23,Brazil,47,Male,Smart TV,1 Month
+1998,Standard,14,10-07-22,11-07-23,Mexico,47,Female,Smart TV,1 Month
+1999,Premium,13,08-07-22,08-07-23,Spain,46,Male,Smart TV,1 Month
+2000,Basic,12,09-07-22,09-07-23,Italy,31,Male,Smart TV,1 Month
+2001,Premium,10,09-07-22,08-07-23,Spain,41,Female,Smart TV,1 Month
+2002,Basic,10,09-07-22,11-07-23,Spain,30,Female,Smartphone,1 Month
+2003,Standard,11,10-07-22,08-07-23,United States,41,Male,Tablet,1 Month
+2004,Standard,12,12-07-22,08-07-23,Canada,48,Female,Laptop,1 Month
+2005,Basic,10,13-07-22,09-07-23,United States,35,Female,Laptop,1 Month
+2006,Premium,13,16-07-22,10-07-23,United States,41,Female,Laptop,1 Month
+2007,Basic,10,17-07-22,07-07-23,Canada,39,Female,Smart TV,1 Month
+2008,Standard,10,26-07-22,09-07-23,United Kingdom,45,Male,Laptop,1 Month
+2009,Premium,10,31-07-22,09-07-23,Australia,41,Male,Laptop,1 Month
+2010,Basic,13,03-08-22,10-07-23,Germany,28,Male,Laptop,1 Month
+2011,Premium,10,15-08-22,07-07-23,France,28,Female,Tablet,1 Month
+2012,Basic,15,18-08-22,10-07-23,Brazil,48,Male,Smart TV,1 Month
+2013,Standard,10,27-08-22,08-07-23,Mexico,40,Female,Smart TV,1 Month
+2014,Standard,12,29-08-22,10-07-23,Spain,39,Male,Smart TV,1 Month
+2015,Basic,12,05-09-22,07-07-23,Italy,27,Male,Smartphone,1 Month
+2016,Premium,10,06-09-22,11-07-23,Spain,32,Female,Smart TV,1 Month
+2017,Basic,10,14-09-22,08-07-23,Spain,38,Male,Laptop,1 Month
+2018,Standard,10,16-09-22,09-07-23,United States,41,Female,Laptop,1 Month
+2019,Premium,10,18-09-22,10-07-23,Canada,32,Female,Laptop,1 Month
+2020,Basic,12,23-09-22,11-07-23,United States,37,Male,Tablet,1 Month
+2021,Basic,12,25-09-22,08-07-23,United States,50,Female,Laptop,1 Month
+2022,Basic,10,06-10-22,09-07-23,Canada,48,Female,Laptop,1 Month
+2023,Standard,11,09-10-22,10-07-23,United Kingdom,37,Male,Tablet,1 Month
+2024,Premium,13,11-10-22,11-07-23,Australia,46,Female,Laptop,1 Month
+2025,Basic,13,12-10-22,08-07-23,Germany,46,Male,Laptop,1 Month
+2026,Basic,15,13-10-22,09-07-23,France,39,Male,Smart TV,1 Month
+2027,Premium,13,17-10-22,10-07-23,Brazil,42,Female,Smart TV,1 Month
+2028,Standard,11,19-10-22,10-07-23,Mexico,41,Female,Smartphone,1 Month
+2029,Standard,10,21-10-22,07-07-23,Spain,28,Male,Smart TV,1 Month
+2030,Basic,14,23-10-22,09-07-23,Italy,43,Male,Tablet,1 Month
+2031,Premium,14,25-10-22,10-07-23,Spain,45,Female,Smart TV,1 Month
+2032,Standard,10,27-10-22,09-07-23,Spain,45,Male,Smart TV,1 Month
+2033,Basic,13,31-10-22,07-07-23,United States,48,Male,Smartphone,1 Month
+2034,Standard,12,02-11-22,09-07-23,Canada,30,Male,Laptop,1 Month
+2035,Premium,11,04-11-22,10-07-23,United States,51,Female,Smart TV,1 Month
+2036,Basic,12,05-11-22,09-07-23,United States,48,Female,Smartphone,1 Month
+2037,Premium,13,06-11-22,07-07-23,Canada,41,Female,Smart TV,1 Month
+2038,Standard,11,07-11-22,10-07-23,United Kingdom,37,Female,Smartphone,1 Month
+2039,Basic,11,08-11-22,09-07-23,Australia,43,Male,Laptop,1 Month
+2040,Standard,15,08-11-22,08-07-23,Germany,51,Male,Laptop,1 Month
+2041,Premium,10,09-11-22,07-07-23,France,34,Female,Smartphone,1 Month
+2042,Basic,10,09-11-22,10-07-23,Brazil,35,Female,Smartphone,1 Month
+2043,Standard,12,05-11-22,09-07-23,Mexico,45,Female,Smart TV,1 Month
+2044,Premium,12,05-11-22,10-07-23,Spain,31,Male,Smart TV,1 Month
+2045,Basic,15,02-11-22,08-07-23,Italy,50,Female,Laptop,1 Month
+2046,Premium,12,30-10-22,09-07-23,Spain,41,Male,Smartphone,1 Month
+2047,Basic,11,30-10-22,09-07-23,Spain,42,Female,Laptop,1 Month
+2048,Standard,11,24-10-22,09-07-23,United States,41,Male,Tablet,1 Month
+2049,Standard,14,08-10-22,08-07-23,Canada,34,Male,Tablet,1 Month
+2050,Basic,13,04-10-22,09-07-23,United States,35,Female,Smartphone,1 Month
+2051,Premium,10,28-09-22,09-07-23,United States,48,Male,Smartphone,1 Month
+2052,Basic,11,22-09-22,09-07-23,Canada,39,Female,Smart TV,1 Month
+2053,Standard,14,19-09-22,09-07-23,United Kingdom,37,Female,Laptop,1 Month
+2054,Premium,10,13-09-22,09-07-23,Australia,31,Male,Tablet,1 Month
+2055,Basic,14,05-09-22,09-07-23,Germany,29,Female,Laptop,1 Month
+2056,Premium,10,20-08-22,09-07-23,France,36,Male,Tablet,1 Month
+2057,Basic,10,10-08-22,08-07-23,Brazil,32,Male,Smartphone,1 Month
+2058,Standard,10,10-08-22,11-07-23,Mexico,31,Female,Smartphone,1 Month
+2059,Standard,14,06-08-22,09-07-23,Spain,31,Male,Laptop,1 Month
+2060,Basic,12,03-08-22,10-07-23,Italy,29,Male,Smart TV,1 Month
+2061,Premium,10,01-08-22,09-07-23,Spain,48,Male,Smart TV,1 Month
+2062,Basic,14,28-07-22,10-07-23,Spain,46,Male,Tablet,1 Month
+2063,Standard,15,22-07-22,09-07-23,United States,35,Female,Smartphone,1 Month
+2064,Premium,11,22-07-22,11-07-23,Canada,37,Female,Tablet,1 Month
+2065,Basic,12,20-07-22,09-07-23,United States,45,Female,Tablet,1 Month
+2066,Premium,15,12-07-22,10-07-23,United States,48,Female,Laptop,1 Month
+2067,Basic,10,12-07-22,09-07-23,Canada,44,Female,Laptop,1 Month
+2068,Standard,14,10-07-22,11-07-23,United Kingdom,47,Female,Laptop,1 Month
+2069,Standard,12,11-07-22,08-07-23,Australia,35,Male,Smart TV,1 Month
+2070,Basic,10,11-07-22,09-07-23,Germany,35,Female,Smartphone,1 Month
+2071,Premium,11,09-07-22,08-07-23,France,35,Male,Smartphone,1 Month
+2072,Basic,15,10-07-22,11-07-23,Brazil,49,Female,Laptop,1 Month
+2073,Standard,11,12-07-22,08-07-23,Mexico,50,Female,Tablet,1 Month
+2074,Premium,14,13-07-22,09-07-23,Spain,44,Male,Smartphone,1 Month
+2075,Basic,14,15-07-22,09-07-23,Italy,47,Female,Tablet,1 Month
+2076,Premium,15,16-07-22,11-07-23,Spain,46,Female,Laptop,1 Month
+2077,Basic,11,19-07-22,08-07-23,Spain,39,Female,Laptop,1 Month
+2078,Standard,15,23-07-22,10-07-23,United States,34,Male,Laptop,1 Month
+2079,Standard,10,28-07-22,09-07-23,Canada,31,Female,Smart TV,1 Month
+2080,Basic,10,14-08-22,11-07-23,United States,46,Female,Laptop,1 Month
+2081,Premium,15,18-08-22,08-07-23,United States,30,Male,Smart TV,1 Month
+2082,Basic,12,23-08-22,12-07-23,Canada,29,Male,Tablet,1 Month
+2083,Standard,12,27-08-22,09-07-23,United Kingdom,42,Male,Tablet,1 Month
+2084,Premium,13,01-09-22,10-07-23,Australia,27,Female,Smartphone,1 Month
+2085,Basic,15,02-09-22,09-07-23,Germany,33,Male,Laptop,1 Month
+2086,Premium,13,04-09-22,12-07-23,France,45,Female,Smart TV,1 Month
+2087,Basic,13,11-09-22,09-07-23,Brazil,50,Male,Tablet,1 Month
+2088,Standard,10,16-09-22,09-07-23,Mexico,42,Female,Tablet,1 Month
+2089,Standard,10,19-09-22,11-07-23,Spain,29,Male,Tablet,1 Month
+2090,Basic,12,20-09-22,12-07-23,Italy,31,Female,Tablet,1 Month
+2091,Premium,13,05-10-22,09-07-23,Spain,42,Female,Smartphone,1 Month
+2092,Basic,10,07-10-22,09-07-23,Spain,44,Female,Laptop,1 Month
+2093,Standard,10,10-10-22,11-07-23,United States,34,Male,Smart TV,1 Month
+2094,Premium,13,12-10-22,11-07-23,Canada,40,Female,Smart TV,1 Month
+2095,Basic,10,13-10-22,08-07-23,United States,38,Male,Smart TV,1 Month
+2096,Basic,15,15-10-22,09-07-23,United States,42,Female,Tablet,1 Month
+2097,Basic,10,17-10-22,11-07-23,Canada,47,Male,Tablet,1 Month
+2098,Standard,15,18-10-22,10-07-23,United Kingdom,29,Female,Tablet,1 Month
+2099,Premium,11,20-10-22,08-07-23,Australia,29,Male,Laptop,1 Month
+2100,Basic,14,22-10-22,10-07-23,Germany,44,Female,Smart TV,1 Month
+2101,Basic,12,25-10-22,11-07-23,France,31,Male,Tablet,1 Month
+2102,Premium,14,27-10-22,09-07-23,Brazil,48,Female,Smartphone,1 Month
+2103,Standard,14,01-11-22,07-07-23,Mexico,32,Female,Laptop,1 Month
+2104,Standard,13,02-11-22,11-07-23,Spain,28,Female,Tablet,1 Month
+2105,Basic,11,04-11-22,10-07-23,Italy,36,Female,Smartphone,1 Month
+2106,Premium,10,06-11-22,09-07-23,Spain,28,Female,Smartphone,1 Month
+2107,Standard,14,07-11-22,07-07-23,Spain,32,Female,Smart TV,1 Month
+2108,Basic,15,08-11-22,10-07-23,United States,50,Female,Smartphone,1 Month
+2109,Standard,12,09-11-22,10-07-23,Canada,44,Male,Tablet,1 Month
+2110,Premium,14,10-11-22,10-07-23,United States,44,Female,Smartphone,1 Month
+2111,Basic,14,09-11-22,09-07-23,United States,47,Male,Laptop,1 Month
+2112,Premium,15,09-11-22,10-07-23,Canada,39,Female,Smart TV,1 Month
+2113,Standard,11,07-11-22,10-07-23,United Kingdom,44,Female,Tablet,1 Month
+2114,Basic,12,03-11-22,10-07-23,Australia,46,Female,Tablet,1 Month
+2115,Standard,10,04-11-22,08-07-23,Germany,31,Female,Laptop,1 Month
+2116,Premium,12,01-11-22,10-07-23,France,33,Female,Tablet,1 Month
+2117,Basic,13,27-10-22,09-07-23,Brazil,27,Male,Laptop,1 Month
+2118,Standard,10,23-10-22,10-07-23,Mexico,34,Male,Smart TV,1 Month
+2119,Premium,14,14-10-22,09-07-23,Spain,48,Male,Laptop,1 Month
+2120,Basic,14,28-09-22,10-07-23,Italy,39,Female,Smart TV,1 Month
+2121,Premium,14,25-09-22,09-07-23,Spain,39,Male,Laptop,1 Month
+2122,Basic,11,23-09-22,10-07-23,Spain,48,Female,Smart TV,1 Month
+2123,Standard,12,23-09-22,09-07-23,United States,37,Female,Tablet,1 Month
+2124,Standard,14,14-09-22,11-07-23,Canada,40,Male,Laptop,1 Month
+2125,Basic,14,05-09-22,09-07-23,United States,41,Female,Smartphone,1 Month
+2126,Premium,12,13-08-22,09-07-23,United States,35,Female,Smartphone,1 Month
+2127,Basic,15,12-08-22,09-07-23,Canada,46,Male,Smartphone,1 Month
+2128,Standard,10,10-08-22,11-07-23,United Kingdom,28,Female,Tablet,1 Month
+2129,Premium,14,05-08-22,09-07-23,Australia,29,Female,Laptop,1 Month
+2130,Basic,10,04-08-22,12-07-23,Germany,46,Female,Tablet,1 Month
+2131,Premium,11,28-07-22,09-07-23,France,35,Male,Laptop,1 Month
+2132,Basic,12,24-07-22,11-07-23,Brazil,27,Male,Smart TV,1 Month
+2133,Standard,11,22-07-22,09-07-23,Mexico,38,Male,Laptop,1 Month
+2134,Standard,13,22-07-22,12-07-23,Spain,43,Male,Smart TV,1 Month
+2135,Basic,15,19-07-22,09-07-23,Italy,31,Female,Smartphone,1 Month
+2136,Premium,13,17-07-22,10-07-23,Spain,29,Female,Tablet,1 Month
+2137,Basic,10,16-07-22,09-07-23,Spain,34,Female,Tablet,1 Month
+2138,Standard,11,12-07-22,12-07-23,United States,39,Male,Smartphone,1 Month
+2139,Premium,14,12-07-22,08-07-23,Canada,34,Female,Smartphone,1 Month
+2140,Basic,14,13-07-22,10-07-23,United States,51,Male,Tablet,1 Month
+2141,Premium,14,13-07-22,09-07-23,United States,47,Female,Tablet,1 Month
+2142,Basic,12,13-07-22,11-07-23,Canada,46,Male,Smartphone,1 Month
+2143,Standard,12,14-07-22,08-07-23,United Kingdom,46,Female,Smartphone,1 Month
+2144,Standard,14,15-07-22,10-07-23,Australia,47,Female,Smartphone,1 Month
+2145,Basic,14,16-07-22,09-07-23,Germany,40,Female,Smart TV,1 Month
+2146,Premium,12,18-07-22,11-07-23,France,41,Female,Tablet,1 Month
+2147,Basic,12,23-07-22,09-07-23,Brazil,30,Female,Smartphone,1 Month
+2148,Standard,12,25-07-22,11-07-23,Mexico,31,Female,Tablet,1 Month
+2149,Premium,14,30-07-22,09-07-23,Spain,42,Male,Smart TV,1 Month
+2150,Basic,12,06-08-22,11-07-23,Italy,46,Female,Tablet,1 Month
+2151,Premium,13,14-08-22,08-07-23,Spain,34,Female,Smart TV,1 Month
+2152,Basic,14,23-08-22,12-07-23,Spain,42,Male,Laptop,1 Month
+2153,Standard,13,27-08-22,09-07-23,United States,45,Male,Tablet,1 Month
+2154,Standard,12,29-08-22,10-07-23,Canada,30,Male,Smart TV,1 Month
+2155,Basic,12,01-09-22,09-07-23,United States,44,Male,Smartphone,1 Month
+2156,Premium,10,07-09-22,13-07-23,United States,37,Male,Smart TV,1 Month
+2157,Basic,10,13-09-22,10-07-23,Canada,43,Male,Smart TV,1 Month
+2158,Standard,12,14-09-22,10-07-23,United Kingdom,46,Male,Smartphone,1 Month
+2159,Premium,11,17-09-22,12-07-23,Australia,40,Female,Tablet,1 Month
+2160,Basic,11,23-09-22,12-07-23,Germany,45,Female,Smartphone,1 Month
+2161,Premium,10,27-09-22,09-07-23,France,48,Female,Smartphone,1 Month
+2162,Basic,10,03-10-22,10-07-23,Brazil,43,Female,Tablet,1 Month
+2163,Standard,13,10-10-22,11-07-23,Mexico,48,Male,Smart TV,1 Month
+2164,Standard,10,12-10-22,11-07-23,Spain,32,Female,Smartphone,1 Month
+2165,Basic,12,14-10-22,08-07-23,Italy,38,Male,Laptop,1 Month
+2166,Premium,13,16-10-22,10-07-23,Spain,50,Male,Smartphone,1 Month
+2167,Basic,11,18-10-22,11-07-23,Spain,33,Female,Laptop,1 Month
+2168,Standard,14,20-10-22,10-07-23,United States,27,Male,Smart TV,1 Month
+2169,Premium,12,22-10-22,08-07-23,Canada,47,Male,Tablet,1 Month
+2170,Basic,12,25-10-22,10-07-23,United States,35,Female,Smart TV,1 Month
+2171,Basic,12,26-10-22,11-07-23,United States,41,Male,Tablet,1 Month
+2172,Basic,14,29-10-22,10-07-23,Canada,39,Female,Smart TV,1 Month
+2173,Standard,13,31-10-22,07-07-23,United Kingdom,46,Female,Smartphone,1 Month
+2174,Premium,14,04-11-22,11-07-23,Australia,33,Female,Smartphone,1 Month
+2175,Basic,11,06-11-22,10-07-23,Germany,30,Male,Laptop,1 Month
+2176,Basic,13,07-11-22,10-07-23,France,46,Male,Tablet,1 Month
+2177,Premium,15,08-11-22,09-07-23,Brazil,42,Female,Tablet,1 Month
+2178,Standard,11,09-11-22,11-07-23,Mexico,28,Female,Tablet,1 Month
+2179,Standard,10,10-11-22,10-07-23,Spain,40,Male,Smart TV,1 Month
+2180,Basic,14,10-11-22,10-07-23,Italy,31,Female,Smart TV,1 Month
+2181,Premium,13,10-11-22,09-07-23,Spain,27,Male,Laptop,1 Month
+2182,Standard,14,09-11-22,10-07-23,Spain,45,Female,Tablet,1 Month
+2183,Basic,10,09-11-22,10-07-23,United States,49,Female,Smart TV,1 Month
+2184,Standard,12,06-11-22,11-07-23,Canada,28,Male,Tablet,1 Month
+2185,Premium,14,03-11-22,08-07-23,United States,33,Male,Smart TV,1 Month
+2186,Basic,15,27-10-22,11-07-23,United States,38,Male,Smart TV,1 Month
+2187,Premium,15,28-10-22,10-07-23,Canada,44,Male,Tablet,1 Month
+2188,Standard,15,18-10-22,10-07-23,United Kingdom,34,Female,Laptop,1 Month
+2189,Basic,15,04-10-22,09-07-23,Australia,35,Male,Laptop,1 Month
+2190,Standard,10,29-09-22,10-07-23,Germany,47,Male,Tablet,1 Month
+2191,Premium,12,29-09-22,10-07-23,France,30,Male,Smartphone,1 Month
+2192,Basic,12,23-09-22,10-07-23,Brazil,50,Female,Smart TV,1 Month
+2193,Standard,12,17-09-22,09-07-23,Mexico,32,Male,Laptop,1 Month
+2194,Premium,14,12-09-22,12-07-23,Spain,36,Female,Smart TV,1 Month
+2195,Basic,14,16-08-22,10-07-23,Italy,40,Female,Smart TV,1 Month
+2196,Premium,15,16-08-22,09-07-23,Spain,39,Male,Smartphone,1 Month
+2197,Basic,11,13-08-22,10-07-23,Spain,28,Male,Smartphone,1 Month
+2198,Standard,12,12-08-22,11-07-23,United States,29,Female,Smart TV,1 Month
+2199,Standard,14,13-08-22,09-07-23,Canada,49,Male,Tablet,1 Month
+2200,Basic,14,30-07-22,12-07-23,United States,40,Male,Laptop,1 Month
+2201,Premium,12,25-07-22,10-07-23,United States,29,Male,Laptop,1 Month
+2202,Basic,14,25-07-22,11-07-23,Canada,35,Female,Tablet,1 Month
+2203,Standard,14,26-07-22,10-07-23,United Kingdom,44,Male,Smartphone,1 Month
+2204,Premium,11,25-07-22,13-07-23,Australia,39,Male,Smart TV,1 Month
+2205,Basic,12,23-07-22,09-07-23,Germany,27,Male,Smart TV,1 Month
+2206,Premium,11,18-07-22,11-07-23,France,31,Male,Smart TV,1 Month
+2207,Basic,13,13-07-22,10-07-23,Brazil,39,Female,Laptop,1 Month
+2208,Standard,13,13-07-22,12-07-23,Mexico,44,Male,Laptop,1 Month
+2209,Standard,10,13-07-22,09-07-23,Spain,48,Female,Tablet,1 Month
+2210,Basic,11,13-07-22,11-07-23,Italy,27,Male,Smartphone,1 Month
+2211,Premium,13,13-07-22,09-07-23,Spain,27,Male,Laptop,1 Month
+2212,Basic,14,14-07-22,11-07-23,Spain,41,Male,Smart TV,1 Month
+2213,Standard,15,15-07-22,09-07-23,United States,44,Female,Tablet,1 Month
+2214,Premium,12,16-07-22,12-07-23,Canada,29,Female,Tablet,1 Month
+2215,Basic,13,18-07-22,09-07-23,United States,42,Female,Smartphone,1 Month
+2216,Premium,15,21-07-22,11-07-23,United States,45,Female,Smart TV,1 Month
+2217,Basic,11,24-07-22,09-07-23,Canada,39,Female,Tablet,1 Month
+2218,Standard,15,29-07-22,12-07-23,United Kingdom,41,Female,Tablet,1 Month
+2219,Standard,10,06-08-22,10-07-23,Australia,41,Female,Laptop,1 Month
+2220,Basic,15,11-08-22,11-07-23,Germany,41,Male,Smartphone,1 Month
+2221,Premium,14,16-08-22,09-07-23,France,47,Female,Smart TV,1 Month
+2222,Basic,10,21-08-22,13-07-23,Brazil,49,Female,Smartphone,1 Month
+2223,Standard,12,22-08-22,10-07-23,Mexico,29,Male,Laptop,1 Month
+2224,Premium,10,24-08-22,10-07-23,Spain,33,Male,Tablet,1 Month
+2225,Basic,13,02-09-22,12-07-23,Italy,45,Female,Smart TV,1 Month
+2226,Premium,13,06-09-22,13-07-23,Spain,41,Female,Laptop,1 Month
+2227,Basic,11,11-09-22,10-07-23,Spain,31,Male,Laptop,1 Month
+2228,Standard,15,16-09-22,10-07-23,United States,51,Male,Tablet,1 Month
+2229,Standard,11,22-09-22,12-07-23,Canada,43,Female,Smartphone,1 Month
+2230,Basic,12,26-09-22,12-07-23,United States,33,Female,Laptop,1 Month
+2231,Premium,10,02-10-22,09-07-23,United States,47,Female,Smartphone,1 Month
+2232,Basic,13,04-10-22,10-07-23,Canada,40,Female,Laptop,1 Month
+2233,Standard,14,09-10-22,12-07-23,United Kingdom,34,Female,Smartphone,1 Month
+2234,Premium,15,11-10-22,11-07-23,Australia,40,Male,Tablet,1 Month
+2235,Basic,15,15-10-22,09-07-23,Germany,38,Male,Laptop,1 Month
+2236,Premium,11,16-10-22,10-07-23,France,47,Male,Smart TV,1 Month
+2237,Basic,13,18-10-22,11-07-23,Brazil,29,Male,Smart TV,1 Month
+2238,Standard,14,21-10-22,10-07-23,Mexico,49,Female,Smartphone,1 Month
+2239,Standard,12,22-10-22,08-07-23,Spain,40,Male,Smart TV,1 Month
+2240,Basic,12,25-10-22,11-07-23,Italy,51,Female,Laptop,1 Month
+2241,Premium,11,29-10-22,11-07-23,Spain,51,Female,Tablet,1 Month
+2242,Basic,12,30-10-22,10-07-23,Spain,50,Female,Smart TV,1 Month
+2243,Standard,10,04-11-22,09-07-23,United States,47,Female,Laptop,1 Month
+2244,Premium,10,05-11-22,12-07-23,Canada,40,Male,Smart TV,1 Month
+2245,Basic,15,07-11-22,10-07-23,United States,35,Female,Smart TV,1 Month
+2246,Basic,15,08-11-22,10-07-23,United States,37,Female,Smart TV,1 Month
+2247,Basic,15,09-11-22,10-07-23,Canada,30,Male,Tablet,1 Month
+2248,Standard,15,10-11-22,11-07-23,United Kingdom,47,Female,Tablet,1 Month
+2249,Premium,12,11-11-22,10-07-23,Australia,35,Male,Smartphone,1 Month
+2250,Basic,14,10-11-22,11-07-23,Germany,33,Male,Tablet,1 Month
+2251,Basic,13,10-11-22,09-07-23,France,51,Female,Laptop,1 Month
+2252,Premium,12,11-11-22,11-07-23,Brazil,31,Female,Tablet,1 Month
+2253,Standard,10,07-11-22,11-07-23,Mexico,48,Female,Laptop,1 Month
+2254,Standard,11,04-11-22,11-07-23,Spain,40,Male,Laptop,1 Month
+2255,Basic,15,31-10-22,09-07-23,Italy,41,Female,Laptop,1 Month
+2256,Premium,15,29-10-22,11-07-23,Spain,41,Male,Laptop,1 Month
+2257,Standard,12,20-10-22,10-07-23,Spain,28,Female,Laptop,1 Month
+2258,Basic,13,14-10-22,11-07-23,United States,45,Female,Laptop,1 Month
+2259,Standard,11,12-10-22,10-07-23,Canada,32,Female,Laptop,1 Month
+2260,Premium,10,01-10-22,11-07-23,United States,31,Male,Tablet,1 Month
+2261,Basic,10,25-09-22,10-07-23,United States,40,Female,Tablet,1 Month
+2262,Premium,10,23-09-22,10-07-23,Canada,40,Female,Smartphone,1 Month
+2263,Standard,14,19-09-22,09-07-23,United Kingdom,50,Male,Tablet,1 Month
+2264,Basic,12,02-09-22,12-07-23,Australia,41,Male,Smartphone,1 Month
+2265,Standard,10,30-08-22,10-07-23,Germany,43,Male,Tablet,1 Month
+2266,Premium,15,16-08-22,09-07-23,France,43,Male,Tablet,1 Month
+2267,Basic,11,15-08-22,10-07-23,Brazil,36,Female,Smartphone,1 Month
+2268,Standard,15,16-08-22,11-07-23,Mexico,48,Male,Smart TV,1 Month
+2269,Premium,15,01-08-22,10-07-23,Spain,33,Female,Smartphone,1 Month
+2270,Basic,14,27-07-22,14-07-23,Italy,30,Female,Smart TV,1 Month
+2271,Premium,14,26-07-22,10-07-23,Spain,37,Female,Laptop,1 Month
+2272,Basic,13,26-07-22,11-07-23,Spain,49,Male,Smart TV,1 Month
+2273,Standard,15,27-07-22,11-07-23,United States,47,Female,Smartphone,1 Month
+2274,Standard,10,26-07-22,13-07-23,Canada,45,Female,Tablet,1 Month
+2275,Basic,11,23-07-22,09-07-23,United States,50,Male,Smart TV,1 Month
+2276,Premium,12,20-07-22,11-07-23,United States,36,Male,Smartphone,1 Month
+2277,Basic,14,14-07-22,10-07-23,Canada,37,Male,Smart TV,1 Month
+2278,Standard,15,14-07-22,12-07-23,United Kingdom,38,Female,Tablet,1 Month
+2279,Premium,10,14-07-22,10-07-23,Australia,40,Male,Smart TV,1 Month
+2280,Basic,13,13-07-22,12-07-23,Germany,38,Female,Smart TV,1 Month
+2281,Premium,14,14-07-22,10-07-23,France,46,Female,Tablet,1 Month
+2282,Basic,10,15-07-22,11-07-23,Brazil,40,Female,Smartphone,1 Month
+2283,Standard,13,16-07-22,10-07-23,Mexico,34,Male,Smart TV,1 Month
+2284,Standard,12,18-07-22,12-07-23,Spain,39,Female,Smartphone,1 Month
+2285,Basic,13,19-07-22,10-07-23,Italy,47,Male,Smartphone,1 Month
+2286,Premium,15,22-07-22,12-07-23,Spain,41,Male,Laptop,1 Month
+2287,Basic,12,27-07-22,09-07-23,Spain,47,Female,Tablet,1 Month
+2288,Standard,13,02-08-22,13-07-23,United States,50,Male,Smartphone,1 Month
+2289,Premium,10,10-08-22,10-07-23,Canada,31,Male,Tablet,1 Month
+2290,Basic,13,15-08-22,11-07-23,United States,41,Male,Smartphone,1 Month
+2291,Premium,11,18-08-22,11-07-23,United States,31,Female,Laptop,1 Month
+2292,Basic,12,20-08-22,14-07-23,Canada,41,Female,Smart TV,1 Month
+2293,Standard,12,23-08-22,11-07-23,United Kingdom,28,Male,Tablet,1 Month
+2294,Standard,14,24-08-22,10-07-23,Australia,40,Female,Smartphone,1 Month
+2295,Basic,11,30-08-22,13-07-23,Germany,34,Female,Smart TV,1 Month
+2296,Premium,10,06-09-22,13-07-23,France,37,Male,Smartphone,1 Month
+2297,Basic,13,13-09-22,10-07-23,Brazil,30,Female,Laptop,1 Month
+2298,Standard,12,18-09-22,10-07-23,Mexico,32,Male,Tablet,1 Month
+2299,Premium,14,22-09-22,12-07-23,Spain,41,Male,Smartphone,1 Month
+2300,Basic,13,28-09-22,12-07-23,Italy,42,Female,Tablet,1 Month
+2301,Premium,13,03-10-22,09-07-23,Spain,40,Male,Laptop,1 Month
+2302,Basic,11,05-10-22,10-07-23,Spain,30,Female,Smartphone,1 Month
+2303,Standard,14,09-10-22,12-07-23,United States,43,Male,Laptop,1 Month
+2304,Standard,14,15-10-22,11-07-23,Canada,31,Female,Tablet,1 Month
+2305,Basic,15,16-10-22,09-07-23,United States,45,Male,Smartphone,1 Month
+2306,Premium,10,18-10-22,11-07-23,United States,33,Male,Smart TV,1 Month
+2307,Basic,14,19-10-22,12-07-23,Canada,41,Male,Smartphone,1 Month
+2308,Standard,11,22-10-22,11-07-23,United Kingdom,37,Male,Smart TV,1 Month
+2309,Premium,12,23-10-22,09-07-23,Australia,40,Female,Smartphone,1 Month
+2310,Basic,10,29-10-22,12-07-23,Germany,36,Male,Tablet,1 Month
+2311,Premium,14,30-10-22,11-07-23,France,28,Male,Smart TV,1 Month
+2312,Basic,12,03-11-22,11-07-23,Brazil,38,Male,Smartphone,1 Month
+2313,Standard,11,04-11-22,09-07-23,Mexico,36,Female,Tablet,1 Month
+2314,Standard,12,05-11-22,12-07-23,Spain,47,Female,Smart TV,1 Month
+2315,Basic,12,07-11-22,10-07-23,Italy,35,Female,Laptop,1 Month
+2316,Premium,14,09-11-22,11-07-23,Spain,29,Female,Tablet,1 Month
+2317,Basic,14,10-11-22,10-07-23,Spain,49,Female,Smart TV,1 Month
+2318,Standard,11,11-11-22,12-07-23,United States,34,Male,Smart TV,1 Month
+2319,Premium,13,11-11-22,11-07-23,Canada,37,Male,Smart TV,1 Month
+2320,Basic,14,10-11-22,11-07-23,United States,50,Male,Smart TV,1 Month
+2321,Basic,12,11-11-22,09-07-23,United States,38,Male,Smart TV,1 Month
+2322,Basic,15,12-11-22,11-07-23,Canada,37,Female,Smart TV,1 Month
+2323,Standard,12,07-11-22,11-07-23,United Kingdom,34,Male,Laptop,1 Month
+2324,Premium,13,04-11-22,11-07-23,Australia,30,Male,Smart TV,1 Month
+2325,Basic,13,03-11-22,11-07-23,Germany,35,Male,Laptop,1 Month
+2326,Basic,12,01-11-22,11-07-23,France,39,Male,Tablet,1 Month
+2327,Premium,10,29-10-22,11-07-23,Brazil,47,Female,Tablet,1 Month
+2328,Standard,13,26-10-22,11-07-23,Mexico,40,Female,Laptop,1 Month
+2329,Standard,12,25-10-22,10-07-23,Spain,33,Male,Smart TV,1 Month
+2330,Basic,12,22-10-22,13-07-23,Italy,32,Female,Smartphone,1 Month
+2331,Premium,13,16-10-22,10-07-23,Spain,32,Male,Smart TV,1 Month
+2332,Standard,10,15-10-22,10-07-23,Spain,30,Female,Smart TV,1 Month
+2333,Basic,12,19-09-22,11-07-23,United States,49,Male,Tablet,1 Month
+2334,Standard,13,16-09-22,12-07-23,Canada,39,Female,Smartphone,1 Month
+2335,Premium,15,08-09-22,10-07-23,United States,45,Male,Laptop,1 Month
+2336,Basic,14,21-08-22,12-07-23,United States,43,Male,Smartphone,1 Month
+2337,Premium,10,20-08-22,10-07-23,Canada,41,Male,Smartphone,1 Month
+2338,Standard,10,10-08-22,11-07-23,United Kingdom,38,Female,Tablet,1 Month
+2339,Basic,13,31-07-22,11-07-23,Australia,34,Female,Smartphone,1 Month
+2340,Standard,15,30-07-22,14-07-23,Germany,38,Male,Laptop,1 Month
+2341,Premium,11,31-07-22,10-07-23,France,48,Male,Tablet,1 Month
+2342,Basic,11,30-07-22,12-07-23,Brazil,38,Female,Smart TV,1 Month
+2343,Standard,10,30-07-22,11-07-23,Mexico,34,Female,Laptop,1 Month
+2344,Premium,10,27-07-22,13-07-23,Spain,44,Female,Tablet,1 Month
+2345,Basic,11,21-07-22,10-07-23,Italy,39,Male,Smartphone,1 Month
+2346,Premium,10,20-07-22,12-07-23,Spain,43,Female,Smartphone,1 Month
+2347,Basic,13,16-07-22,10-07-23,Spain,49,Female,Smart TV,1 Month
+2348,Standard,10,16-07-22,12-07-23,United States,48,Female,Smart TV,1 Month
+2349,Standard,11,14-07-22,11-07-23,Canada,47,Female,Tablet,1 Month
+2350,Basic,12,14-07-22,13-07-23,United States,27,Female,Laptop,1 Month
+2351,Premium,14,15-07-22,10-07-23,United States,40,Female,Smartphone,1 Month
+2352,Basic,11,16-07-22,12-07-23,Canada,43,Female,Smart TV,1 Month
+2353,Standard,15,18-07-22,10-07-23,United Kingdom,30,Female,Laptop,1 Month
+2354,Premium,13,19-07-22,13-07-23,Australia,43,Female,Smart TV,1 Month
+2355,Basic,13,22-07-22,10-07-23,Germany,49,Male,Laptop,1 Month
+2356,Premium,13,25-07-22,12-07-23,France,47,Male,Smartphone,1 Month
+2357,Basic,13,26-07-22,11-07-23,Brazil,33,Male,Smartphone,1 Month
+2358,Standard,15,04-08-22,14-07-23,Mexico,48,Female,Smartphone,1 Month
+2359,Standard,13,12-08-22,11-07-23,Spain,31,Male,Laptop,1 Month
+2360,Basic,13,14-08-22,11-07-23,Italy,30,Male,Tablet,1 Month
+2361,Premium,14,16-08-22,13-07-23,Spain,34,Female,Smartphone,1 Month
+2362,Basic,12,17-08-22,14-07-23,Spain,37,Male,Smartphone,1 Month
+2363,Standard,11,22-08-22,11-07-23,United States,44,Female,Smart TV,1 Month
+2364,Premium,13,26-08-22,11-07-23,Canada,28,Female,Smart TV,1 Month
+2365,Basic,11,06-09-22,13-07-23,United States,47,Male,Smartphone,1 Month
+2366,Premium,11,09-09-22,13-07-23,United States,43,Male,Smart TV,1 Month
+2367,Basic,12,17-09-22,10-07-23,Canada,51,Male,Tablet,1 Month
+2368,Standard,14,19-09-22,11-07-23,United Kingdom,50,Male,Laptop,1 Month
+2369,Standard,11,24-09-22,13-07-23,Australia,40,Female,Smartphone,1 Month
+2370,Basic,11,29-09-22,12-07-23,Germany,31,Female,Laptop,1 Month
+2371,Premium,15,03-10-22,10-07-23,France,29,Female,Smartphone,1 Month
+2372,Basic,15,07-10-22,10-07-23,Brazil,38,Female,Tablet,1 Month
+2373,Standard,14,14-10-22,13-07-23,Mexico,47,Male,Tablet,1 Month
+2374,Premium,15,16-10-22,12-07-23,Spain,30,Male,Tablet,1 Month
+2375,Basic,13,18-10-22,10-07-23,Italy,42,Male,Laptop,1 Month
+2376,Premium,12,19-10-22,12-07-23,Spain,49,Male,Smart TV,1 Month
+2377,Basic,14,20-10-22,12-07-23,Spain,50,Female,Tablet,1 Month
+2378,Standard,11,22-10-22,11-07-23,United States,51,Male,Smart TV,1 Month
+2379,Standard,11,25-10-22,09-07-23,Canada,47,Male,Smartphone,1 Month
+2380,Basic,13,27-10-22,12-07-23,United States,36,Female,Smartphone,1 Month
+2381,Premium,12,30-10-22,11-07-23,United States,30,Female,Laptop,1 Month
+2382,Basic,12,01-11-22,11-07-23,Canada,34,Female,Tablet,1 Month
+2383,Standard,10,05-11-22,10-07-23,United Kingdom,35,Female,Tablet,1 Month
+2384,Premium,14,07-11-22,12-07-23,Australia,30,Male,Smart TV,1 Month
+2385,Basic,14,08-11-22,11-07-23,Germany,30,Male,Tablet,1 Month
+2386,Premium,11,10-11-22,12-07-23,France,41,Female,Smartphone,1 Month
+2387,Basic,15,11-11-22,10-07-23,Brazil,39,Female,Smartphone,1 Month
+2388,Standard,14,12-11-22,12-07-23,Mexico,30,Male,Tablet,1 Month
+2389,Standard,12,11-11-22,12-07-23,Spain,36,Female,Smart TV,1 Month
+2390,Basic,11,11-11-22,12-07-23,Italy,33,Female,Smartphone,1 Month
+2391,Premium,11,12-11-22,10-07-23,Spain,35,Female,Tablet,1 Month
+2392,Basic,14,11-11-22,12-07-23,Spain,46,Male,Tablet,1 Month
+2393,Standard,12,07-11-22,11-07-23,United States,51,Female,Tablet,1 Month
+2394,Premium,13,05-11-22,12-07-23,Canada,42,Female,Smartphone,1 Month
+2395,Basic,13,02-11-22,11-07-23,United States,30,Female,Smart TV,1 Month
+2396,Basic,10,31-10-22,13-07-23,United States,45,Male,Smartphone,1 Month
+2397,Basic,15,29-10-22,11-07-23,Canada,27,Male,Smartphone,1 Month
+2398,Standard,10,25-10-22,11-07-23,United Kingdom,41,Male,Smart TV,1 Month
+2399,Premium,14,23-10-22,10-07-23,Australia,35,Male,Tablet,1 Month
+2400,Basic,10,17-10-22,13-07-23,Germany,30,Male,Laptop,1 Month
+2401,Basic,11,16-10-22,11-07-23,France,35,Female,Laptop,1 Month
+2402,Premium,12,05-10-22,11-07-23,Brazil,47,Female,Smartphone,1 Month
+2403,Standard,15,17-09-22,11-07-23,Mexico,41,Male,Laptop,1 Month
+2404,Standard,12,17-09-22,12-07-23,Spain,48,Female,Tablet,1 Month
+2405,Basic,12,06-09-22,11-07-23,Italy,32,Female,Smart TV,1 Month
+2406,Premium,13,30-08-22,15-07-23,Spain,35,Female,Smart TV,1 Month
+2407,Standard,11,29-08-22,11-07-23,Spain,31,Female,Smartphone,1 Month
+2408,Basic,12,25-08-22,13-07-23,United States,45,Female,Smartphone,1 Month
+2409,Standard,14,03-08-22,11-07-23,Canada,38,Female,Laptop,1 Month
+2410,Premium,12,02-08-22,14-07-23,United States,34,Male,Smartphone,1 Month
+2411,Basic,15,02-08-22,11-07-23,United States,37,Female,Smartphone,1 Month
+2412,Premium,12,01-08-22,13-07-23,Canada,27,Female,Smart TV,1 Month
+2413,Standard,13,31-07-22,11-07-23,United Kingdom,44,Female,Tablet,1 Month
+2414,Basic,10,22-07-22,13-07-23,Australia,46,Male,Smart TV,1 Month
+2415,Standard,14,22-07-22,11-07-23,Germany,37,Male,Smart TV,1 Month
+2416,Premium,14,19-07-22,13-07-23,France,44,Male,Tablet,1 Month
+2417,Basic,15,17-07-22,11-07-23,Brazil,29,Male,Smart TV,1 Month
+2418,Standard,13,16-07-22,13-07-23,Mexico,28,Female,Laptop,1 Month
+2419,Premium,14,16-07-22,11-07-23,Spain,50,Male,Smart TV,1 Month
+2420,Basic,13,16-07-22,13-07-23,Italy,39,Male,Laptop,1 Month
+2421,Premium,10,16-07-22,11-07-23,Spain,34,Female,Smart TV,1 Month
+2422,Basic,14,17-07-22,12-07-23,Spain,40,Male,Smart TV,1 Month
+2423,Standard,12,19-07-22,11-07-23,United States,30,Male,Laptop,1 Month
+2424,Standard,14,20-07-22,14-07-23,Canada,41,Female,Laptop,1 Month
+2425,Basic,12,21-07-22,10-07-23,United States,39,Male,Tablet,1 Month
+2426,Premium,15,23-07-22,12-07-23,United States,51,Male,Smartphone,1 Month
+2427,Basic,15,03-08-22,14-07-23,Canada,28,Female,Smartphone,1 Month
+2428,Standard,12,06-08-22,15-07-23,United Kingdom,30,Female,Tablet,1 Month
+2429,Premium,11,10-08-22,12-07-23,Australia,30,Female,Smartphone,1 Month
+2430,Basic,10,13-08-22,11-07-23,Germany,44,Female,Tablet,1 Month
+2431,Premium,12,15-08-22,14-07-23,France,29,Female,Smart TV,1 Month
+2432,Basic,11,19-08-22,14-07-23,Brazil,28,Female,Tablet,1 Month
+2433,Standard,10,22-08-22,11-07-23,Mexico,48,Male,Tablet,1 Month
+2434,Standard,11,28-08-22,11-07-23,Spain,42,Female,Smart TV,1 Month
+2435,Basic,14,06-09-22,13-07-23,Italy,39,Male,Smartphone,1 Month
+2436,Premium,14,16-09-22,13-07-23,Spain,44,Female,Smart TV,1 Month
+2437,Basic,11,18-09-22,11-07-23,Spain,49,Male,Smart TV,1 Month
+2438,Standard,12,23-09-22,11-07-23,United States,49,Female,Smart TV,1 Month
+2439,Premium,10,28-09-22,13-07-23,Canada,36,Female,Laptop,1 Month
+2440,Basic,14,29-09-22,12-07-23,United States,50,Female,Laptop,1 Month
+2441,Premium,10,07-10-22,10-07-23,United States,49,Female,Smartphone,1 Month
+2442,Basic,11,08-10-22,12-07-23,Canada,36,Male,Smartphone,1 Month
+2443,Standard,13,10-10-22,13-07-23,United Kingdom,28,Female,Laptop,1 Month
+2444,Standard,15,14-10-22,12-07-23,Australia,45,Female,Smartphone,1 Month
+2445,Basic,14,16-10-22,10-07-23,Germany,31,Female,Smartphone,1 Month
+2446,Premium,11,18-10-22,12-07-23,France,46,Male,Tablet,1 Month
+2447,Basic,14,21-10-22,12-07-23,Brazil,27,Male,Tablet,1 Month
+2448,Standard,13,24-10-22,12-07-23,Mexico,43,Male,Tablet,1 Month
+2449,Premium,10,27-10-22,09-07-23,Spain,51,Female,Smart TV,1 Month
+2450,Basic,13,29-10-22,13-07-23,Italy,47,Female,Smartphone,1 Month
+2451,Premium,15,31-10-22,12-07-23,Spain,48,Female,Tablet,1 Month
+2452,Basic,14,04-11-22,13-07-23,Spain,31,Female,Tablet,1 Month
+2453,Standard,15,06-11-22,11-07-23,United States,48,Female,Smartphone,1 Month
+2454,Standard,10,08-11-22,13-07-23,Canada,36,Male,Smartphone,1 Month
+2455,Basic,10,09-11-22,11-07-23,United States,38,Female,Tablet,1 Month
+2456,Premium,13,11-11-22,13-07-23,United States,39,Male,Smartphone,1 Month
+2457,Basic,11,12-11-22,10-07-23,Canada,48,Male,Tablet,1 Month
+2458,Standard,12,12-11-22,12-07-23,United Kingdom,30,Female,Smart TV,1 Month
+2459,Premium,12,12-11-22,12-07-23,Australia,30,Male,Smart TV,1 Month
+2460,Basic,15,12-11-22,13-07-23,Germany,35,Female,Smart TV,1 Month
+2461,Premium,13,13-11-22,12-07-23,France,41,Male,Laptop,1 Month
+2462,Basic,11,13-11-22,13-07-23,Brazil,40,Female,Smart TV,1 Month
+2463,Standard,10,12-11-22,11-07-23,Mexico,50,Male,Smart TV,1 Month
+2464,Standard,12,05-11-22,12-07-23,Spain,42,Female,Smartphone,1 Month
+2465,Basic,15,03-11-22,11-07-23,Italy,30,Male,Tablet,1 Month
+2466,Premium,12,30-10-22,14-07-23,Spain,34,Male,Laptop,1 Month
+2467,Basic,15,26-10-22,11-07-23,Spain,40,Female,Smartphone,1 Month
+2468,Standard,14,24-10-22,12-07-23,United States,47,Female,Smartphone,1 Month
+2469,Premium,12,24-10-22,11-07-23,Canada,36,Male,Laptop,1 Month
+2470,Basic,13,20-10-22,13-07-23,United States,50,Female,Tablet,1 Month
+2471,Basic,10,17-10-22,11-07-23,United States,46,Male,Smartphone,1 Month
+2472,Basic,14,29-09-22,14-07-23,Canada,27,Female,Tablet,1 Month
+2473,Standard,12,28-09-22,11-07-23,United Kingdom,39,Female,Laptop,1 Month
+2474,Premium,10,06-09-22,12-07-23,Australia,49,Male,Smart TV,1 Month
+2475,Basic,12,05-09-22,11-07-23,Germany,37,Female,Tablet,1 Month
+2476,Basic,13,31-08-22,15-07-23,France,28,Male,Tablet,1 Month
+2477,Premium,12,30-08-22,12-07-23,Brazil,40,Male,Laptop,1 Month
+2478,Standard,10,16-08-22,13-07-23,Mexico,47,Male,Tablet,1 Month
+2479,Standard,11,16-08-22,11-07-23,Spain,51,Female,Laptop,1 Month
+2480,Basic,13,07-08-22,14-07-23,Italy,47,Male,Laptop,1 Month
+2481,Premium,10,05-08-22,12-07-23,Spain,33,Female,Laptop,1 Month
+2482,Standard,13,06-08-22,14-07-23,Spain,37,Female,Laptop,1 Month
+2483,Basic,15,28-07-22,11-07-23,United States,42,Male,Laptop,1 Month
+2484,Standard,11,29-07-22,13-07-23,Canada,50,Female,Smart TV,1 Month
+2485,Premium,14,25-07-22,12-07-23,United States,47,Female,Tablet,1 Month
+2486,Basic,10,25-07-22,14-07-23,United States,40,Female,Smartphone,1 Month
+2487,Premium,11,25-07-22,12-07-23,Canada,35,Male,Smart TV,1 Month
+2488,Standard,11,18-07-22,13-07-23,United Kingdom,29,Female,Smartphone,1 Month
+2489,Basic,11,17-07-22,12-07-23,Australia,48,Female,Smartphone,1 Month
+2490,Standard,10,17-07-22,15-07-23,Germany,35,Male,Smart TV,1 Month
+2491,Premium,13,18-07-22,11-07-23,France,41,Female,Smartphone,1 Month
+2492,Basic,14,19-07-22,12-07-23,Brazil,29,Female,Laptop,1 Month
+2493,Standard,11,20-07-22,11-07-23,Mexico,33,Male,Smart TV,1 Month
+2494,Premium,12,21-07-22,15-07-23,Spain,36,Male,Smart TV,1 Month
+2495,Basic,15,23-07-22,12-07-23,Italy,43,Female,Laptop,1 Month
+2496,Premium,14,25-07-22,12-07-23,Spain,28,Female,Smart TV,1 Month
+2497,Basic,15,04-08-22,14-07-23,Spain,33,Female,Smart TV,1 Month
+2498,Standard,12,09-08-22,15-07-23,United States,38,Male,Laptop,1 Month
+2499,Standard,13,12-08-22,12-07-23,Canada,48,Female,Tablet,1 Month
+2500,Basic,15,13-08-22,12-07-23,United States,35,Female,Smart TV,1 Month