From eaac0272b15e6aa5d0017caa9391549bfcda1406 Mon Sep 17 00:00:00 2001 From: Bodecam Date: Wed, 15 Nov 2023 19:34:43 -0300 Subject: [PATCH] Home Work Done in Tableou S15. Bruna Bodecam. --- exercicios/para-casa/League Of Legends.ipynb | 31 + exercicios/para-casa/archive.zip | Bin 0 -> 12322 bytes .../para-casa/champion_list_complete.csv | 166 ++ exercicios/para-sala/Netflix.ipynb | 576 ++++ exercicios/para-sala/aula_s15_parte01.ipynb | 301 ++ exercicios/para-sala/aula_s15_parte02.ipynb | 173 ++ .../para-sala}/base_final_s14_olist.csv | 0 exercicios/para-sala/netflix.csv | 2501 +++++++++++++++++ 8 files changed, 3748 insertions(+) create mode 100644 exercicios/para-casa/League Of Legends.ipynb create mode 100644 exercicios/para-casa/archive.zip create mode 100644 exercicios/para-casa/champion_list_complete.csv create mode 100644 exercicios/para-sala/Netflix.ipynb create mode 100644 exercicios/para-sala/aula_s15_parte01.ipynb create mode 100644 exercicios/para-sala/aula_s15_parte02.ipynb rename {material => exercicios/para-sala}/base_final_s14_olist.csv (100%) create mode 100644 exercicios/para-sala/netflix.csv 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 0000000000000000000000000000000000000000..c58b7af29da4058c2eb97cf72e93a4e901a41371 GIT binary patch literal 12322 zcmb7qQ*b5>5abuzwrzW(jgyUS+uqpD#|rL&8^vAwN>jj4+%qp`Ca2ml$- z><;)}Fk$-N9OJW*aIl)Z_3?XBFpuz1O~R!#f=)P_%Ceu$SR%Tg1$N^fEHXd2A~*;; z&Kl^Fw+GUA=nPt5kJo`LDuHMbuyZO1~9R zzNg|AL8z`@XU7b$KBXVT1isHR8&r!#AJ!X{g0aSmdV!*j41ct~v>hv?I}OT0@8rIe z^<(V6%b#_7AVf=_`o5I(***5T2-d>C)}*W6*kfD zM@k>QwK?Ebs~N_As^`AW?0()K*LzMIY!Su$kiJzOe_oOBRMCxhz7^DG%a-bSvn95E z?tOT(U3SnH${Jh>zd!YV%8VY&YZ_uA$uR5|cFMV>-jJF-C*~DGI)JwKe4d(*Df?Ke z*rl*PGPemq!|5*qe-K1M>n$974m5*K1Y)r-FZS~sU&#cU5yzbsIf623J_rQ~BKNB7 zZ1ssixA0wR`z6Qx{@Wv;cG{=-&=)asS6JWR2;BLPr2Itbhvp2hC* zq;-r2_iJ;1w}h_QC1%9EpcY;Gt9w(HS zP^+PLL9ZLMmc1rYe8=Z~tb11EcU}X&$uasr6S}H@W?JUUBY0HP-t;5NtvKEap)&yY zQfsK`-E(bkX|AQ4_S#>PrjD!f2jQvcD>chjR?l6b*q8Z*tub05<;7eaN?8^Ayt<_; zNg}^T2R(#K(c*2hguS=-KiyOMh&jW;`DjS0DO5y=0_(HK8`rUBf6$6L2q4RjW-(M} zX7E4Gtn{QDOYIPcNC3JkeACsWv-Ly8Fn#H?8RuQJ%aQ8Q#??c?N&_nAO-xy0Amrxa z=(n|_4P4$qv`Xlxdb+hQ$f1qA%L*U6tH9aghMoi3i;T-;iD!)H!*a%P*k?m*?NdYS zN|RKj7gjn@ZG|fVqSE0>w{+-u zc37Ucm^tHc&2{}4=sr8!y_(_g;(IfT+X$-~vI0y{Sdqrvac}hZtVGpzG|#}M1kVE! 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User IDSubscription TypeMonthly RevenueJoin DateLast Payment DateCountryAgeGenderDevicePlan Duration
01Basic1015-01-2210-06-23United States28MaleSmartphone1 Month
12Premium1505-09-2122-06-23Canada35FemaleTablet1 Month
23Standard1228-02-2327-06-23United Kingdom42MaleSmart TV1 Month
34Standard1210-07-2226-06-23Australia51FemaleLaptop1 Month
45Basic1001-05-2328-06-23Germany33MaleSmartphone1 Month
.................................
24952496Premium1425-07-2212-07-23Spain28FemaleSmart TV1 Month
24962497Basic1504-08-2214-07-23Spain33FemaleSmart TV1 Month
24972498Standard1209-08-2215-07-23United States38MaleLaptop1 Month
24982499Standard1312-08-2212-07-23Canada48FemaleTablet1 Month
24992500Basic1513-08-2212-07-23United States35FemaleSmart TV1 Month
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ID do usuarioTipo de assinaturaReceita mensalData de afiliacaoData do ultimo pagamentoPaisIdadeGeneroDispositivoDuracao do plano
01Basic1015-01-2210-06-23United States28MaleSmartphone1 Month
12Premium1505-09-2122-06-23Canada35FemaleTablet1 Month
23Standard1228-02-2327-06-23United Kingdom42MaleSmart TV1 Month
34Standard1210-07-2226-06-23Australia51FemaleLaptop1 Month
45Basic1001-05-2328-06-23Germany33MaleSmartphone1 Month
.................................
24952496Premium1425-07-2212-07-23Spain28FemaleSmart TV1 Month
24962497Basic1504-08-2214-07-23Spain33FemaleSmart TV1 Month
24972498Standard1209-08-2215-07-23United States38MaleLaptop1 Month
24982499Standard1312-08-2212-07-23Canada48FemaleTablet1 Month
24992500Basic1513-08-2212-07-23United States35FemaleSmart TV1 Month
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" + ], + "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 +36,Premium,15,01-03-22,27-06-23,France,35,Male,Tablet,1 Month +37,Basic,10,14-09-22,25-06-23,Brazil,45,Female,Laptop,1 Month +38,Standard,12,05-11-21,24-06-23,Mexico,32,Male,Smartphone,1 Month +39,Premium,15,28-12-22,23-06-23,Spain,27,Female,Smart TV,1 Month +40,Basic,10,07-03-23,22-06-23,Italy,48,Male,Tablet,1 Month +41,Premium,15,20-01-23,22-06-23,United States,31,Female,Laptop,1 Month +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 +44,Standard,12,26-04-22,26-06-23,Australia,29,Male,Tablet,1 Month +45,Basic,10,28-01-23,28-06-23,Germany,43,Female,Laptop,1 Month +46,Premium,15,23-02-22,27-06-23,France,34,Male,Smartphone,1 Month +47,Basic,10,05-10-22,25-06-23,Brazil,39,Female,Smart TV,1 Month +48,Standard,12,15-09-21,24-06-23,Mexico,32,Male,Tablet,1 Month +49,Premium,15,10-11-22,23-06-23,Spain,28,Female,Laptop,1 Month 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States,41,Female,Laptop,1 Month +552,Basic,13,29-08-22,27-06-23,Canada,48,Female,Tablet,1 Month +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 +565,Basic,12,29-09-22,27-06-23,United States,29,Male,Laptop,1 Month 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States,46,Female,Tablet,1 Month +581,Premium,10,02-08-22,29-06-23,United States,29,Female,Laptop,1 Month +582,Basic,12,16-07-22,28-06-23,Canada,43,Female,Laptop,1 Month +583,Standard,15,17-07-22,28-06-23,United Kingdom,38,Female,Tablet,1 Month +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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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 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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 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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 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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 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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 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+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 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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 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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 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+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 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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 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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 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+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 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+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 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+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 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+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 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+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 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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