From 36873ef2caa31e389a4620c0afc10c6ad170ef04 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?J=C3=A9ssica=20Cristina?= <jessicacristina.recife@gmail.com>
Date: Tue, 14 Nov 2023 21:05:14 -0300
Subject: [PATCH] Add files via upload

---
 exercicios/casa_s12.ipynb | 1354 ++++++++++++++++++++
 exercicios/netflix.csv    | 2501 +++++++++++++++++++++++++++++++++++++
 2 files changed, 3855 insertions(+)
 create mode 100644 exercicios/casa_s12.ipynb
 create mode 100644 exercicios/netflix.csv

diff --git a/exercicios/casa_s12.ipynb b/exercicios/casa_s12.ipynb
new file mode 100644
index 0000000..2382777
--- /dev/null
+++ b/exercicios/casa_s12.ipynb
@@ -0,0 +1,1354 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 63,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>User ID</th>\n",
+       "      <th>Subscription Type</th>\n",
+       "      <th>Monthly Revenue</th>\n",
+       "      <th>Join Date</th>\n",
+       "      <th>Last Payment Date</th>\n",
+       "      <th>Country</th>\n",
+       "      <th>Age</th>\n",
+       "      <th>Gender</th>\n",
+       "      <th>Device</th>\n",
+       "      <th>Plan Duration</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>1</td>\n",
+       "      <td>Basic</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15-01-22</td>\n",
+       "      <td>10-06-23</td>\n",
+       "      <td>United States</td>\n",
+       "      <td>28</td>\n",
+       "      <td>Male</td>\n",
+       "      <td>Smartphone</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2</td>\n",
+       "      <td>Premium</td>\n",
+       "      <td>15</td>\n",
+       "      <td>05-09-21</td>\n",
+       "      <td>22-06-23</td>\n",
+       "      <td>Canada</td>\n",
+       "      <td>35</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Tablet</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>3</td>\n",
+       "      <td>Standard</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28-02-23</td>\n",
+       "      <td>27-06-23</td>\n",
+       "      <td>United Kingdom</td>\n",
+       "      <td>42</td>\n",
+       "      <td>Male</td>\n",
+       "      <td>Smart TV</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>4</td>\n",
+       "      <td>Standard</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10-07-22</td>\n",
+       "      <td>26-06-23</td>\n",
+       "      <td>Australia</td>\n",
+       "      <td>51</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Laptop</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>5</td>\n",
+       "      <td>Basic</td>\n",
+       "      <td>10</td>\n",
+       "      <td>01-05-23</td>\n",
+       "      <td>28-06-23</td>\n",
+       "      <td>Germany</td>\n",
+       "      <td>33</td>\n",
+       "      <td>Male</td>\n",
+       "      <td>Smartphone</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2495</th>\n",
+       "      <td>2496</td>\n",
+       "      <td>Premium</td>\n",
+       "      <td>14</td>\n",
+       "      <td>25-07-22</td>\n",
+       "      <td>12-07-23</td>\n",
+       "      <td>Spain</td>\n",
+       "      <td>28</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Smart TV</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2496</th>\n",
+       "      <td>2497</td>\n",
+       "      <td>Basic</td>\n",
+       "      <td>15</td>\n",
+       "      <td>04-08-22</td>\n",
+       "      <td>14-07-23</td>\n",
+       "      <td>Spain</td>\n",
+       "      <td>33</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Smart TV</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2497</th>\n",
+       "      <td>2498</td>\n",
+       "      <td>Standard</td>\n",
+       "      <td>12</td>\n",
+       "      <td>09-08-22</td>\n",
+       "      <td>15-07-23</td>\n",
+       "      <td>United States</td>\n",
+       "      <td>38</td>\n",
+       "      <td>Male</td>\n",
+       "      <td>Laptop</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2498</th>\n",
+       "      <td>2499</td>\n",
+       "      <td>Standard</td>\n",
+       "      <td>13</td>\n",
+       "      <td>12-08-22</td>\n",
+       "      <td>12-07-23</td>\n",
+       "      <td>Canada</td>\n",
+       "      <td>48</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Tablet</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2499</th>\n",
+       "      <td>2500</td>\n",
+       "      <td>Basic</td>\n",
+       "      <td>15</td>\n",
+       "      <td>13-08-22</td>\n",
+       "      <td>12-07-23</td>\n",
+       "      <td>United States</td>\n",
+       "      <td>35</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Smart TV</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>2500 rows × 10 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "      User ID Subscription Type  Monthly Revenue Join Date Last Payment Date  \\\n",
+       "0           1             Basic               10  15-01-22          10-06-23   \n",
+       "1           2           Premium               15  05-09-21          22-06-23   \n",
+       "2           3          Standard               12  28-02-23          27-06-23   \n",
+       "3           4          Standard               12  10-07-22          26-06-23   \n",
+       "4           5             Basic               10  01-05-23          28-06-23   \n",
+       "...       ...               ...              ...       ...               ...   \n",
+       "2495     2496           Premium               14  25-07-22          12-07-23   \n",
+       "2496     2497             Basic               15  04-08-22          14-07-23   \n",
+       "2497     2498          Standard               12  09-08-22          15-07-23   \n",
+       "2498     2499          Standard               13  12-08-22          12-07-23   \n",
+       "2499     2500             Basic               15  13-08-22          12-07-23   \n",
+       "\n",
+       "             Country  Age  Gender      Device Plan Duration  \n",
+       "0      United States   28    Male  Smartphone       1 Month  \n",
+       "1             Canada   35  Female      Tablet       1 Month  \n",
+       "2     United Kingdom   42    Male    Smart TV       1 Month  \n",
+       "3          Australia   51  Female      Laptop       1 Month  \n",
+       "4            Germany   33    Male  Smartphone       1 Month  \n",
+       "...              ...  ...     ...         ...           ...  \n",
+       "2495           Spain   28  Female    Smart TV       1 Month  \n",
+       "2496           Spain   33  Female    Smart TV       1 Month  \n",
+       "2497   United States   38    Male      Laptop       1 Month  \n",
+       "2498          Canada   48  Female      Tablet       1 Month  \n",
+       "2499   United States   35  Female    Smart TV       1 Month  \n",
+       "\n",
+       "[2500 rows x 10 columns]"
+      ]
+     },
+     "execution_count": 63,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Exercício Casa - Semana 12\n",
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "df = pd.read_csv('netflix.csv')\n",
+    "df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 64,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['Usuario ID', 'Tipo de Conta', 'Receita Mensal', 'Data Adesão', 'Data Último Pagamento', 'País', 'Idade', 'Gênero', 'Dispositivo', 'Duração do Plano']\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Tradução das colunas\n",
+    "\n",
+    "traducoes = {\n",
+    "    'User ID': 'Usuario ID',\n",
+    "    'Subscription Type': 'Tipo de Conta', \n",
+    "    'Monthly Revenue': 'Receita Mensal', \n",
+    "    'Join Date': 'Data Adesão',\n",
+    "    'Last Payment Date': 'Data Último Pagamento',\n",
+    "    'Country': 'País',\n",
+    "    'Age': 'Idade',\n",
+    "    'Gender':  'Gênero',\n",
+    "    'Device': 'Dispositivo',\n",
+    "    'Plan Duration': 'Duração do Plano'\n",
+    "    \n",
+    "}\n",
+    "\n",
+    "novas_colunas = []\n",
+    "for chave, valor in traducoes.items():\n",
+    "    novas_colunas.append(valor)\n",
+    "\n",
+    "print(novas_colunas)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 65,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Usuario ID</th>\n",
+       "      <th>Tipo de Conta</th>\n",
+       "      <th>Receita Mensal</th>\n",
+       "      <th>Data Adesão</th>\n",
+       "      <th>Data Último Pagamento</th>\n",
+       "      <th>País</th>\n",
+       "      <th>Idade</th>\n",
+       "      <th>Gênero</th>\n",
+       "      <th>Dispositivo</th>\n",
+       "      <th>Duração do Plano</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>1</td>\n",
+       "      <td>Basic</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15-01-22</td>\n",
+       "      <td>10-06-23</td>\n",
+       "      <td>United States</td>\n",
+       "      <td>28</td>\n",
+       "      <td>Male</td>\n",
+       "      <td>Smartphone</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2</td>\n",
+       "      <td>Premium</td>\n",
+       "      <td>15</td>\n",
+       "      <td>05-09-21</td>\n",
+       "      <td>22-06-23</td>\n",
+       "      <td>Canada</td>\n",
+       "      <td>35</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Tablet</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>3</td>\n",
+       "      <td>Standard</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28-02-23</td>\n",
+       "      <td>27-06-23</td>\n",
+       "      <td>United Kingdom</td>\n",
+       "      <td>42</td>\n",
+       "      <td>Male</td>\n",
+       "      <td>Smart TV</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>4</td>\n",
+       "      <td>Standard</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10-07-22</td>\n",
+       "      <td>26-06-23</td>\n",
+       "      <td>Australia</td>\n",
+       "      <td>51</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Laptop</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>5</td>\n",
+       "      <td>Basic</td>\n",
+       "      <td>10</td>\n",
+       "      <td>01-05-23</td>\n",
+       "      <td>28-06-23</td>\n",
+       "      <td>Germany</td>\n",
+       "      <td>33</td>\n",
+       "      <td>Male</td>\n",
+       "      <td>Smartphone</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2495</th>\n",
+       "      <td>2496</td>\n",
+       "      <td>Premium</td>\n",
+       "      <td>14</td>\n",
+       "      <td>25-07-22</td>\n",
+       "      <td>12-07-23</td>\n",
+       "      <td>Spain</td>\n",
+       "      <td>28</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Smart TV</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2496</th>\n",
+       "      <td>2497</td>\n",
+       "      <td>Basic</td>\n",
+       "      <td>15</td>\n",
+       "      <td>04-08-22</td>\n",
+       "      <td>14-07-23</td>\n",
+       "      <td>Spain</td>\n",
+       "      <td>33</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Smart TV</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2497</th>\n",
+       "      <td>2498</td>\n",
+       "      <td>Standard</td>\n",
+       "      <td>12</td>\n",
+       "      <td>09-08-22</td>\n",
+       "      <td>15-07-23</td>\n",
+       "      <td>United States</td>\n",
+       "      <td>38</td>\n",
+       "      <td>Male</td>\n",
+       "      <td>Laptop</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2498</th>\n",
+       "      <td>2499</td>\n",
+       "      <td>Standard</td>\n",
+       "      <td>13</td>\n",
+       "      <td>12-08-22</td>\n",
+       "      <td>12-07-23</td>\n",
+       "      <td>Canada</td>\n",
+       "      <td>48</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Tablet</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2499</th>\n",
+       "      <td>2500</td>\n",
+       "      <td>Basic</td>\n",
+       "      <td>15</td>\n",
+       "      <td>13-08-22</td>\n",
+       "      <td>12-07-23</td>\n",
+       "      <td>United States</td>\n",
+       "      <td>35</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Smart TV</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>2500 rows × 10 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "      Usuario ID Tipo de Conta  Receita Mensal Data Adesão  \\\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 Último Pagamento            País  Idade  Gênero 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",
+       "     Duração 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": 65,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# atribuindo os novos nomes das colunas\n",
+    "df.columns = novas_colunas\n",
+    "df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 66,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Usuario ID</th>\n",
+       "      <th>Tipo de Conta</th>\n",
+       "      <th>Receita Mensal</th>\n",
+       "      <th>Data Adesão</th>\n",
+       "      <th>Data Último Pagamento</th>\n",
+       "      <th>País</th>\n",
+       "      <th>Idade</th>\n",
+       "      <th>Gênero</th>\n",
+       "      <th>Dispositivo</th>\n",
+       "      <th>Duração do Plano</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>1</td>\n",
+       "      <td>Básico</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15-01-22</td>\n",
+       "      <td>10-06-23</td>\n",
+       "      <td>United States</td>\n",
+       "      <td>28</td>\n",
+       "      <td>Male</td>\n",
+       "      <td>Smartphone</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2</td>\n",
+       "      <td>Ouro</td>\n",
+       "      <td>15</td>\n",
+       "      <td>05-09-21</td>\n",
+       "      <td>22-06-23</td>\n",
+       "      <td>Canada</td>\n",
+       "      <td>35</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Tablet</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>3</td>\n",
+       "      <td>Comum</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28-02-23</td>\n",
+       "      <td>27-06-23</td>\n",
+       "      <td>United Kingdom</td>\n",
+       "      <td>42</td>\n",
+       "      <td>Male</td>\n",
+       "      <td>Smart TV</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>4</td>\n",
+       "      <td>Comum</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10-07-22</td>\n",
+       "      <td>26-06-23</td>\n",
+       "      <td>Australia</td>\n",
+       "      <td>51</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Laptop</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>5</td>\n",
+       "      <td>Básico</td>\n",
+       "      <td>10</td>\n",
+       "      <td>01-05-23</td>\n",
+       "      <td>28-06-23</td>\n",
+       "      <td>Germany</td>\n",
+       "      <td>33</td>\n",
+       "      <td>Male</td>\n",
+       "      <td>Smartphone</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>6</td>\n",
+       "      <td>Ouro</td>\n",
+       "      <td>15</td>\n",
+       "      <td>18-03-22</td>\n",
+       "      <td>27-06-23</td>\n",
+       "      <td>France</td>\n",
+       "      <td>29</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Smart TV</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>7</td>\n",
+       "      <td>Comum</td>\n",
+       "      <td>12</td>\n",
+       "      <td>09-12-21</td>\n",
+       "      <td>25-06-23</td>\n",
+       "      <td>Brazil</td>\n",
+       "      <td>46</td>\n",
+       "      <td>Male</td>\n",
+       "      <td>Tablet</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>8</td>\n",
+       "      <td>Básico</td>\n",
+       "      <td>10</td>\n",
+       "      <td>02-04-23</td>\n",
+       "      <td>24-06-23</td>\n",
+       "      <td>Mexico</td>\n",
+       "      <td>39</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Laptop</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>9</td>\n",
+       "      <td>Comum</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20-10-22</td>\n",
+       "      <td>23-06-23</td>\n",
+       "      <td>Spain</td>\n",
+       "      <td>37</td>\n",
+       "      <td>Male</td>\n",
+       "      <td>Smartphone</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>10</td>\n",
+       "      <td>Ouro</td>\n",
+       "      <td>15</td>\n",
+       "      <td>07-01-23</td>\n",
+       "      <td>22-06-23</td>\n",
+       "      <td>Italy</td>\n",
+       "      <td>44</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Smart TV</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   Usuario ID Tipo de Conta  Receita Mensal Data Adesão Data Último Pagamento  \\\n",
+       "0           1        Básico              10    15-01-22              10-06-23   \n",
+       "1           2          Ouro              15    05-09-21              22-06-23   \n",
+       "2           3         Comum              12    28-02-23              27-06-23   \n",
+       "3           4         Comum              12    10-07-22              26-06-23   \n",
+       "4           5        Básico              10    01-05-23              28-06-23   \n",
+       "5           6          Ouro              15    18-03-22              27-06-23   \n",
+       "6           7         Comum              12    09-12-21              25-06-23   \n",
+       "7           8        Básico              10    02-04-23              24-06-23   \n",
+       "8           9         Comum              12    20-10-22              23-06-23   \n",
+       "9          10          Ouro              15    07-01-23              22-06-23   \n",
+       "\n",
+       "             País  Idade  Gênero Dispositivo Duração do Plano  \n",
+       "0   United States     28    Male  Smartphone          1 Month  \n",
+       "1          Canada     35  Female      Tablet          1 Month  \n",
+       "2  United Kingdom     42    Male    Smart TV          1 Month  \n",
+       "3       Australia     51  Female      Laptop          1 Month  \n",
+       "4         Germany     33    Male  Smartphone          1 Month  \n",
+       "5          France     29  Female    Smart TV          1 Month  \n",
+       "6          Brazil     46    Male      Tablet          1 Month  \n",
+       "7          Mexico     39  Female      Laptop          1 Month  \n",
+       "8           Spain     37    Male  Smartphone          1 Month  \n",
+       "9           Italy     44  Female    Smart TV          1 Month  "
+      ]
+     },
+     "execution_count": 66,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Substituindo os valores contidos na coluna 'Subscription Type' por 'Básico' 'Comum' e 'Ouro'\n",
+    "df['Tipo de Conta'] = df['Tipo de Conta'].replace({'Basic': 'Básico', 'Premium': 'Ouro', 'Standard': 'Comum'})\n",
+    "\n",
+    "df.head(10) # alterando o número de entradas no retorno da função"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 67,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Usuario ID</th>\n",
+       "      <th>Tipo de Conta</th>\n",
+       "      <th>Receita Mensal</th>\n",
+       "      <th>Data Adesão</th>\n",
+       "      <th>Data Último Pagamento</th>\n",
+       "      <th>País</th>\n",
+       "      <th>Idade</th>\n",
+       "      <th>Gênero</th>\n",
+       "      <th>Dispositivo</th>\n",
+       "      <th>Duração do Plano</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>1</td>\n",
+       "      <td>Básico</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15-01-22</td>\n",
+       "      <td>10-06-23</td>\n",
+       "      <td>United States</td>\n",
+       "      <td>28</td>\n",
+       "      <td>Homem</td>\n",
+       "      <td>Smartphone</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2</td>\n",
+       "      <td>Ouro</td>\n",
+       "      <td>15</td>\n",
+       "      <td>05-09-21</td>\n",
+       "      <td>22-06-23</td>\n",
+       "      <td>Canada</td>\n",
+       "      <td>35</td>\n",
+       "      <td>Mulher</td>\n",
+       "      <td>Tablet</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>3</td>\n",
+       "      <td>Comum</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28-02-23</td>\n",
+       "      <td>27-06-23</td>\n",
+       "      <td>United Kingdom</td>\n",
+       "      <td>42</td>\n",
+       "      <td>Homem</td>\n",
+       "      <td>Smart TV</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>4</td>\n",
+       "      <td>Comum</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10-07-22</td>\n",
+       "      <td>26-06-23</td>\n",
+       "      <td>Australia</td>\n",
+       "      <td>51</td>\n",
+       "      <td>Mulher</td>\n",
+       "      <td>Laptop</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>5</td>\n",
+       "      <td>Básico</td>\n",
+       "      <td>10</td>\n",
+       "      <td>01-05-23</td>\n",
+       "      <td>28-06-23</td>\n",
+       "      <td>Germany</td>\n",
+       "      <td>33</td>\n",
+       "      <td>Homem</td>\n",
+       "      <td>Smartphone</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>6</td>\n",
+       "      <td>Ouro</td>\n",
+       "      <td>15</td>\n",
+       "      <td>18-03-22</td>\n",
+       "      <td>27-06-23</td>\n",
+       "      <td>France</td>\n",
+       "      <td>29</td>\n",
+       "      <td>Mulher</td>\n",
+       "      <td>Smart TV</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>7</td>\n",
+       "      <td>Comum</td>\n",
+       "      <td>12</td>\n",
+       "      <td>09-12-21</td>\n",
+       "      <td>25-06-23</td>\n",
+       "      <td>Brazil</td>\n",
+       "      <td>46</td>\n",
+       "      <td>Homem</td>\n",
+       "      <td>Tablet</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>8</td>\n",
+       "      <td>Básico</td>\n",
+       "      <td>10</td>\n",
+       "      <td>02-04-23</td>\n",
+       "      <td>24-06-23</td>\n",
+       "      <td>Mexico</td>\n",
+       "      <td>39</td>\n",
+       "      <td>Mulher</td>\n",
+       "      <td>Laptop</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>9</td>\n",
+       "      <td>Comum</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20-10-22</td>\n",
+       "      <td>23-06-23</td>\n",
+       "      <td>Spain</td>\n",
+       "      <td>37</td>\n",
+       "      <td>Homem</td>\n",
+       "      <td>Smartphone</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>10</td>\n",
+       "      <td>Ouro</td>\n",
+       "      <td>15</td>\n",
+       "      <td>07-01-23</td>\n",
+       "      <td>22-06-23</td>\n",
+       "      <td>Italy</td>\n",
+       "      <td>44</td>\n",
+       "      <td>Mulher</td>\n",
+       "      <td>Smart TV</td>\n",
+       "      <td>1 Month</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   Usuario ID Tipo de Conta  Receita Mensal Data Adesão Data Último Pagamento  \\\n",
+       "0           1        Básico              10    15-01-22              10-06-23   \n",
+       "1           2          Ouro              15    05-09-21              22-06-23   \n",
+       "2           3         Comum              12    28-02-23              27-06-23   \n",
+       "3           4         Comum              12    10-07-22              26-06-23   \n",
+       "4           5        Básico              10    01-05-23              28-06-23   \n",
+       "5           6          Ouro              15    18-03-22              27-06-23   \n",
+       "6           7         Comum              12    09-12-21              25-06-23   \n",
+       "7           8        Básico              10    02-04-23              24-06-23   \n",
+       "8           9         Comum              12    20-10-22              23-06-23   \n",
+       "9          10          Ouro              15    07-01-23              22-06-23   \n",
+       "\n",
+       "             País  Idade  Gênero Dispositivo Duração do Plano  \n",
+       "0   United States     28   Homem  Smartphone          1 Month  \n",
+       "1          Canada     35  Mulher      Tablet          1 Month  \n",
+       "2  United Kingdom     42   Homem    Smart TV          1 Month  \n",
+       "3       Australia     51  Mulher      Laptop          1 Month  \n",
+       "4         Germany     33   Homem  Smartphone          1 Month  \n",
+       "5          France     29  Mulher    Smart TV          1 Month  \n",
+       "6          Brazil     46   Homem      Tablet          1 Month  \n",
+       "7          Mexico     39  Mulher      Laptop          1 Month  \n",
+       "8           Spain     37   Homem  Smartphone          1 Month  \n",
+       "9           Italy     44  Mulher    Smart TV          1 Month  "
+      ]
+     },
+     "execution_count": 67,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Substituindo os valores contidos na coluna 'Gênero' por 'Mulher' ou 'Homem'\n",
+    "df['Gênero'] = df['Gênero'].replace({'Male': 'Homem', 'Female': 'Mulher'})\n",
+    "\n",
+    "df.head(10) # alterando o número de entradas no retorno da função"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 68,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(2500, 10)"
+      ]
+     },
+     "execution_count": 68,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 69,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(1257, 10)"
+      ]
+     },
+     "execution_count": 69,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Quantas mulheres?\n",
+    "df_filtro_mulheres = df[df['Gênero'] == 'Mulher']\n",
+    "df_filtro_mulheres.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 70,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(95, 10)"
+      ]
+     },
+     "execution_count": 70,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Quantas mulheres brasileiras?\n",
+    "df_filtro_mulheresbr = df[(df['Gênero'] == 'Mulher') & (df['País'] == 'Brazil')]\n",
+    "df_filtro_mulheresbr.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 71,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(65, 10)"
+      ]
+     },
+     "execution_count": 71,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Mulheres brasileiras mais de 30 anos com conta básica\n",
+    "df_filtro_mulheres30 = df[(df['Idade'] > 30) & (df['Gênero'] == 'Mulher') & (df['Tipo de Conta'] == 'Básico') & (df['País'] == 'Brazil')]\n",
+    "df_filtro_mulheres30.shape\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 72,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Usuario ID</th>\n",
+       "      <th>Receita Mensal</th>\n",
+       "      <th>Idade</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>count</th>\n",
+       "      <td>95.000000</td>\n",
+       "      <td>95.000000</td>\n",
+       "      <td>95.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>mean</th>\n",
+       "      <td>1209.684211</td>\n",
+       "      <td>12.168421</td>\n",
+       "      <td>39.905263</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>std</th>\n",
+       "      <td>787.864003</td>\n",
+       "      <td>1.729916</td>\n",
+       "      <td>7.300647</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>min</th>\n",
+       "      <td>17.000000</td>\n",
+       "      <td>10.000000</td>\n",
+       "      <td>27.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25%</th>\n",
+       "      <td>427.000000</td>\n",
+       "      <td>11.000000</td>\n",
+       "      <td>32.500000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50%</th>\n",
+       "      <td>1187.000000</td>\n",
+       "      <td>12.000000</td>\n",
+       "      <td>41.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75%</th>\n",
+       "      <td>1892.000000</td>\n",
+       "      <td>14.000000</td>\n",
+       "      <td>46.500000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>max</th>\n",
+       "      <td>2492.000000</td>\n",
+       "      <td>15.000000</td>\n",
+       "      <td>51.000000</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        Usuario ID  Receita Mensal      Idade\n",
+       "count    95.000000       95.000000  95.000000\n",
+       "mean   1209.684211       12.168421  39.905263\n",
+       "std     787.864003        1.729916   7.300647\n",
+       "min      17.000000       10.000000  27.000000\n",
+       "25%     427.000000       11.000000  32.500000\n",
+       "50%    1187.000000       12.000000  41.000000\n",
+       "75%    1892.000000       14.000000  46.500000\n",
+       "max    2492.000000       15.000000  51.000000"
+      ]
+     },
+     "execution_count": 72,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Dados estatísticos das usuárias brasileiras\n",
+    "df_filtro_mulheresbr.describe()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 73,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Contagem de usuários por tipo de conta\n",
+      "Tipo de Conta\n",
+      "Básico    999\n",
+      "Comum     768\n",
+      "Ouro      733\n",
+      "Name: Usuario ID, dtype: int64\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Agrupando usuários por tipo de conta\n",
+    "agrupado_conta = df.groupby('Tipo de Conta')\n",
+    "\n",
+    "# Contagem de passageiros em cada tipo de conta, usando os dados agrupados no passo anterior\n",
+    "contagem_por_conta = agrupado_conta['Usuario ID'].count()\n",
+    "\n",
+    "print(\"Contagem de usuários por tipo de conta\")\n",
+    "print(contagem_por_conta)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 74,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Valor máximo da idade por tipo de conta\n",
+      "Tipo de Conta\n",
+      "Básico    51\n",
+      "Comum     51\n",
+      "Ouro      51\n",
+      "Name: Idade, dtype: int64\n",
+      "Valor mínimo da idade por tipo de conta\n",
+      "Tipo de Conta\n",
+      "Básico    27\n",
+      "Comum     27\n",
+      "Ouro      26\n",
+      "Name: Idade, dtype: int64\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Obter o valor máximo e mínimo da idade por usuário em cada tipo de conta:\n",
+    "valor_max = agrupado_conta['Idade'].max()\n",
+    "valor_min = agrupado_conta['Idade'].min()\n",
+    "\n",
+    "print(\"Valor máximo da idade por tipo de conta\")\n",
+    "print(valor_max)\n",
+    "\n",
+    "print(\"Valor mínimo da idade por tipo de conta\")\n",
+    "print(valor_min)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 114,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "\n",
+    "contagem_por_conta = df['País'].value_counts()\n",
+    "contagem_por_conta.plot(kind='bar', color='#A08F9D');\n",
+    "\n",
+    "plt.xlabel('País')\n",
+    "plt.title('Número de Usuários por País');\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 112,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "contagem_por_conta = df['Tipo de Conta'].value_counts()\n",
+    "c = ['#A08F9D', '#A37E9D', '#A63B95', '#BB0FA0']\n",
+    "contagem_por_conta.plot(kind='bar', color=c);\n",
+    "\n",
+    "\n",
+    "plt.title('Número de Usuários por Tipo de Conta');"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 124,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "contagem_por_conta = df['Gênero'].value_counts()\n",
+    "c = ['#A08F9D', '#A37E9D', '#A63B95', '#BB0FA0']\n",
+    "contagem_por_conta.plot(kind='pie', colors=c, startangle=90, autopct='%1.1f%%');\n",
+    "\n",
+    "\n",
+    "plt.title('Número de Usuários por Gênero');\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 98,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Contagem de usuários por tipo de conta\n",
+      "Tipo de Conta\n",
+      "Básico    78\n",
+      "Comum      1\n",
+      "Ouro      16\n",
+      "Name: Usuario ID, dtype: int64\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Agrupando usuárias mulheres brasileiras por tipo de conta\n",
+    "agrupado_mulheresbr = df_filtro_mulheresbr.groupby('Tipo de Conta')\n",
+    "\n",
+    "# Contagem de usuárias mulheres brasileiras em cada tipo de conta, usando os dados agrupados no passo anterior\n",
+    "contagem_por_mulheresbr = agrupado_mulheresbr['Usuario ID'].count()\n",
+    "\n",
+    "print(\"Contagem de usuários por tipo de conta\")\n",
+    "print(contagem_por_mulheresbr)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 137,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 800x800 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "contagem_por_mulheresbr = df['Tipo de Conta'].value_counts()\n",
+    "c = ['#A08F9D', '#A37E9D', '#A63B95', '#BB0FA0']\n",
+    "explode = (0.05, 0, 0)\n",
+    "\n",
+    "fig1, ax1 = plt.subplots(figsize=(8, 8))\n",
+    "contagem_por_mulheresbr.plot(kind='pie', colors=c, startangle=90, autopct='%1.1f%%', explode=explode);\n",
+    "\n",
+    "\n",
+    "plt.title('Usuárias Brasileiras por Tipo de Conta');"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "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": "3.11.0"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/exercicios/netflix.csv b/exercicios/netflix.csv
new file mode 100644
index 0000000..5bb7159
--- /dev/null
+++ b/exercicios/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
+50,Basic,10,02-06-23,22-06-23,Italy,45,Male,Smartphone,1 Month
+51,Premium,15,27-02-23,22-06-23,United States,30,Female,Smart TV,1 Month
+52,Basic,10,29-08-22,28-06-23,Canada,37,Male,Tablet,1 Month
+53,Standard,12,13-01-22,27-06-23,United Kingdom,41,Female,Laptop,1 Month
+54,Standard,12,30-06-22,26-06-23,Australia,29,Male,Smartphone,1 Month
+55,Basic,10,20-04-23,28-06-23,Germany,39,Female,Smart TV,1 Month
+56,Premium,15,15-03-22,27-06-23,France,36,Male,Tablet,1 Month
+57,Basic,10,01-10-22,25-06-23,Brazil,46,Female,Laptop,1 Month
+58,Standard,12,08-10-21,24-06-23,Mexico,34,Male,Smartphone,1 Month
+59,Premium,15,03-12-22,23-06-23,Spain,27,Female,Smart TV,1 Month
+60,Basic,10,14-06-23,22-06-23,Italy,42,Male,Tablet,1 Month
+61,Premium,15,08-02-23,22-06-23,United States,28,Female,Laptop,1 Month
+62,Basic,10,03-08-22,28-06-23,Canada,37,Male,Smartphone,1 Month
+63,Standard,12,23-02-22,27-06-23,United Kingdom,41,Female,Smart TV,1 Month
+64,Standard,12,20-06-22,26-06-23,Australia,29,Male,Tablet,1 Month
+65,Basic,10,29-03-23,28-06-23,Germany,40,Female,Laptop,1 Month
+66,Premium,15,30-01-22,27-06-23,France,29,Male,Smartphone,1 Month
+67,Basic,10,18-09-22,25-06-23,Brazil,47,Female,Smart TV,1 Month
+68,Standard,12,09-11-21,24-06-23,Mexico,33,Male,Tablet,1 Month
+69,Premium,15,23-12-22,23-06-23,Spain,36,Female,Laptop,1 Month
+70,Basic,10,08-05-23,22-06-23,Italy,41,Male,Smartphone,1 Month
+71,Basic,10,26-01-22,20-06-23,United States,27,Male,Smartphone,1 Month
+72,Basic,10,11-10-22,22-06-23,Canada,31,Female,Smartphone,1 Month
+73,Standard,12,27-09-22,26-06-23,United Kingdom,28,Female,Laptop,1 Month
+74,Premium,13,14-12-22,25-06-23,Australia,41,Female,Smartphone,1 Month
+75,Basic,13,28-05-22,26-06-23,Germany,28,Female,Laptop,1 Month
+76,Basic,13,29-12-21,26-06-23,France,51,Female,Laptop,1 Month
+77,Premium,15,25-12-22,23-06-23,Brazil,45,Female,Smartphone,1 Month
+78,Standard,15,18-11-22,28-06-23,Mexico,49,Male,Tablet,1 Month
+79,Standard,15,03-12-22,25-06-23,Spain,43,Female,Laptop,1 Month
+80,Basic,12,08-11-22,22-06-23,Italy,43,Male,Tablet,1 Month
+81,Premium,10,11-01-23,24-06-23,United States,37,Male,Tablet,1 Month
+82,Standard,12,07-12-22,28-06-23,Canada,35,Male,Laptop,1 Month
+83,Basic,10,20-10-22,26-06-23,United Kingdom,46,Female,Smartphone,1 Month
+84,Standard,12,13-04-23,25-06-23,Australia,32,Male,Smartphone,1 Month
+85,Premium,10,06-04-23,27-06-23,Germany,37,Female,Laptop,1 Month
+86,Basic,11,04-03-22,25-06-23,France,29,Female,Smartphone,1 Month
+87,Premium,15,28-12-21,23-06-23,Brazil,45,Male,Smart TV,1 Month
+88,Standard,12,27-09-22,28-06-23,Mexico,47,Male,Tablet,1 Month
+89,Basic,15,20-10-22,26-06-23,Spain,39,Male,Smartphone,1 Month
+90,Standard,13,03-02-23,23-06-23,Italy,49,Female,Smartphone,1 Month
+91,Premium,11,03-10-22,23-06-23,United States,39,Male,Tablet,1 Month
+92,Basic,14,05-01-22,28-06-23,Canada,39,Male,Smart TV,1 Month
+93,Standard,12,05-02-22,26-06-23,United Kingdom,35,Male,Smartphone,1 Month
+94,Premium,12,19-03-22,25-06-23,Australia,44,Male,Smartphone,1 Month
+95,Basic,11,28-02-22,25-06-23,Germany,34,Male,Laptop,1 Month
+96,Premium,14,26-07-22,24-06-23,France,32,Male,Laptop,1 Month
+97,Basic,10,05-03-22,24-06-23,Brazil,29,Female,Tablet,1 Month
+98,Standard,13,07-03-22,28-06-23,Mexico,31,Female,Tablet,1 Month
+99,Standard,12,13-01-23,24-06-23,Spain,29,Female,Tablet,1 Month
+100,Basic,12,22-01-23,25-06-23,Italy,35,Male,Laptop,1 Month
+101,Premium,11,17-10-22,24-06-23,United States,46,Female,Tablet,1 Month
+102,Basic,12,29-03-22,28-06-23,Canada,31,Male,Tablet,1 Month
+103,Standard,13,04-04-22,26-06-23,United Kingdom,36,Male,Laptop,1 Month
+104,Premium,10,08-06-22,25-06-23,Australia,38,Male,Laptop,1 Month
+105,Basic,11,04-03-22,27-06-23,Germany,46,Female,Laptop,1 Month
+106,Premium,10,18-03-22,24-06-23,France,49,Female,Tablet,1 Month
+107,Basic,14,07-03-22,24-06-23,Brazil,29,Female,Smart TV,1 Month
+108,Standard,12,24-05-22,25-06-23,Mexico,27,Female,Smart TV,1 Month
+109,Standard,13,08-02-23,25-06-23,Spain,35,Female,Tablet,1 Month
+110,Basic,13,26-01-23,24-06-23,Italy,37,Female,Laptop,1 Month
+111,Premium,14,14-07-22,27-06-23,United States,40,Male,Tablet,1 Month
+112,Basic,10,01-06-22,28-06-23,Canada,33,Female,Laptop,1 Month
+113,Standard,15,07-05-22,26-06-23,United Kingdom,37,Male,Tablet,1 Month
+114,Premium,10,18-11-22,25-06-23,Australia,48,Male,Smartphone,1 Month
+115,Basic,11,05-04-22,25-06-23,Germany,50,Female,Laptop,1 Month
+116,Premium,14,19-05-22,23-06-23,France,45,Female,Smart TV,1 Month
+117,Basic,15,30-10-21,23-06-23,Brazil,40,Female,Tablet,1 Month
+118,Standard,12,07-08-22,27-06-23,Mexico,33,Male,Smartphone,1 Month
+119,Standard,11,20-09-22,25-06-23,Spain,44,Female,Smartphone,1 Month
+120,Basic,10,18-10-22,25-06-23,Italy,30,Female,Smart TV,1 Month
+121,Premium,15,03-10-22,24-06-23,United States,27,Male,Smart TV,1 Month
+122,Basic,11,03-05-22,28-06-23,Canada,51,Male,Smart TV,1 Month
+123,Standard,13,25-05-22,26-06-23,United Kingdom,49,Female,Smartphone,1 Month
+124,Premium,15,05-11-22,25-06-23,Australia,43,Male,Laptop,1 Month
+125,Basic,12,21-08-22,24-06-23,Germany,42,Male,Smartphone,1 Month
+126,Premium,13,21-09-22,23-06-23,France,45,Male,Laptop,1 Month
+127,Basic,10,23-11-21,23-06-23,Brazil,36,Male,Smartphone,1 Month
+128,Standard,12,06-10-22,27-06-23,Mexico,48,Male,Smartphone,1 Month
+129,Standard,13,05-11-22,23-06-23,Spain,38,Male,Smart TV,1 Month
+130,Basic,14,07-01-23,23-06-23,Italy,43,Female,Tablet,1 Month
+131,Premium,15,06-10-22,23-06-23,United States,47,Male,Laptop,1 Month
+132,Basic,15,24-06-22,28-06-23,Canada,48,Female,Smart TV,1 Month
+133,Standard,13,24-06-22,26-06-23,United Kingdom,47,Male,Smart TV,1 Month
+134,Premium,15,05-11-22,25-06-23,Australia,32,Male,Tablet,1 Month
+135,Basic,13,18-07-22,26-06-23,Germany,47,Female,Smart TV,1 Month
+136,Premium,12,13-09-22,26-06-23,France,41,Female,Smart TV,1 Month
+137,Basic,12,10-08-22,22-06-23,Brazil,49,Male,Laptop,1 Month
+138,Standard,15,21-09-22,23-06-23,Mexico,28,Male,Laptop,1 Month
+139,Standard,13,24-03-23,23-06-23,Spain,40,Male,Smartphone,1 Month
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+142,Basic,14,10-06-22,22-06-23,Canada,28,Male,Smart TV,1 Month
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+145,Basic,11,05-05-22,26-06-23,Germany,35,Female,Laptop,1 Month
+146,Basic,10,06-10-22,25-06-23,France,38,Male,Tablet,1 Month
+147,Basic,12,08-11-22,24-06-23,Brazil,49,Female,Laptop,1 Month
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+156,Premium,15,19-08-22,25-06-23,France,47,Male,Smartphone,1 Month
+157,Standard,14,27-09-22,24-06-23,Brazil,30,Male,Laptop,1 Month
+158,Basic,13,19-10-22,28-06-23,Mexico,47,Female,Smartphone,1 Month
+159,Standard,10,21-12-22,26-06-23,Spain,51,Female,Smart TV,1 Month
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+162,Premium,15,19-04-22,25-06-23,Canada,31,Male,Laptop,1 Month
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+164,Basic,11,11-03-22,26-06-23,Australia,42,Female,Tablet,1 Month
+165,Standard,14,25-05-22,25-06-23,Germany,49,Male,Tablet,1 Month
+166,Premium,13,16-04-22,26-06-23,France,42,Male,Laptop,1 Month
+167,Basic,13,07-04-22,24-06-23,Brazil,29,Male,Smartphone,1 Month
+168,Standard,10,11-12-22,28-06-23,Mexico,29,Male,Tablet,1 Month
+169,Premium,12,20-01-23,26-06-23,Spain,49,Male,Tablet,1 Month
+170,Basic,14,12-01-23,25-06-23,Italy,32,Male,Laptop,1 Month
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+172,Basic,12,27-04-22,26-06-23,Canada,39,Female,Smartphone,1 Month
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+176,Premium,13,12-04-22,25-06-23,France,37,Female,Smart TV,1 Month
+177,Basic,15,23-05-22,26-06-23,Brazil,27,Female,Smartphone,1 Month
+178,Standard,13,19-10-22,26-06-23,Mexico,49,Female,Laptop,1 Month
+179,Premium,10,03-12-22,26-06-23,Spain,30,Female,Tablet,1 Month
+180,Basic,14,26-09-22,25-06-23,Italy,36,Male,Laptop,1 Month
+181,Premium,15,16-06-22,27-06-23,United States,33,Male,Smartphone,1 Month
+182,Basic,13,16-05-22,25-06-23,Canada,30,Female,Laptop,1 Month
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+184,Standard,13,26-04-22,25-06-23,Australia,28,Female,Laptop,1 Month
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+186,Premium,12,01-03-22,25-06-23,France,33,Female,Smart TV,1 Month
+187,Basic,13,10-07-22,24-06-23,Brazil,49,Female,Laptop,1 Month
+188,Standard,15,16-07-22,27-06-23,Mexico,44,Female,Smart TV,1 Month
+189,Premium,13,02-09-22,26-06-23,Spain,47,Male,Smart TV,1 Month
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+191,Premium,10,08-07-22,25-06-23,United States,46,Male,Laptop,1 Month
+192,Basic,14,26-06-22,27-06-23,Canada,50,Female,Smartphone,1 Month
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+196,Premium,13,09-06-22,24-06-23,France,45,Female,Smart TV,1 Month
+197,Basic,14,27-09-22,23-06-23,Brazil,45,Male,Tablet,1 Month
+198,Standard,10,18-10-22,27-06-23,Mexico,49,Female,Laptop,1 Month
+199,Premium,14,31-10-22,25-06-23,Spain,39,Female,Tablet,1 Month
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+206,Premium,11,06-08-22,25-06-23,France,40,Male,Smartphone,1 Month
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+208,Standard,15,05-01-23,23-06-23,Mexico,36,Female,Tablet,1 Month
+209,Premium,11,10-12-22,24-06-23,Spain,41,Male,Laptop,1 Month
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+214,Standard,13,30-06-22,28-06-23,Australia,43,Female,Laptop,1 Month
+215,Basic,13,02-09-22,27-06-23,Germany,50,Female,Smartphone,1 Month
+216,Premium,14,08-10-22,24-06-23,France,51,Female,Smart TV,1 Month
+217,Basic,15,13-11-22,25-06-23,Brazil,44,Male,Smart TV,1 Month
+218,Standard,12,15-11-22,28-06-23,Mexico,27,Male,Tablet,1 Month
+219,Premium,12,16-11-22,25-06-23,Spain,46,Female,Smartphone,1 Month
+220,Basic,12,26-11-22,27-06-23,Italy,29,Male,Tablet,1 Month
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+226,Basic,10,27-09-22,26-06-23,France,35,Male,Smartphone,1 Month
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+237,Premium,13,07-07-22,25-06-23,Brazil,46,Female,Tablet,1 Month
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+239,Basic,15,23-12-22,26-06-23,Spain,38,Male,Smart TV,1 Month
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+491,Premium,12,07-10-22,28-06-23,United States,28,Female,Smartphone,1 Month
+492,Basic,10,17-09-22,30-06-23,Canada,51,Male,Tablet,1 Month
+493,Standard,11,18-09-22,27-06-23,United Kingdom,35,Female,Smartphone,1 Month
+494,Standard,14,27-09-22,29-06-23,Australia,31,Male,Smart TV,1 Month
+495,Basic,13,30-09-22,27-06-23,Germany,39,Male,Smartphone,1 Month
+496,Premium,10,30-10-22,30-06-23,France,51,Female,Laptop,1 Month
+497,Basic,11,09-11-22,29-06-23,Brazil,44,Male,Smartphone,1 Month
+498,Standard,11,17-11-22,28-06-23,Mexico,41,Female,Smartphone,1 Month
+499,Premium,10,18-11-22,26-06-23,Spain,28,Female,Laptop,1 Month
+500,Basic,15,22-11-22,30-06-23,Italy,38,Male,Laptop,1 Month
+501,Premium,14,22-11-22,28-06-23,Spain,43,Male,Smartphone,1 Month
+502,Basic,13,21-11-22,30-06-23,Spain,38,Male,Smartphone,1 Month
+503,Standard,14,10-11-22,26-06-23,United States,30,Male,Tablet,1 Month
+504,Standard,12,21-10-22,29-06-23,Canada,32,Female,Laptop,1 Month
+505,Basic,11,21-10-22,28-06-23,United States,35,Male,Smartphone,1 Month
+506,Premium,14,23-10-22,29-06-23,United States,27,Male,Smart TV,1 Month
+507,Basic,15,24-10-22,26-06-23,Canada,49,Female,Tablet,1 Month
+508,Standard,12,23-10-22,28-06-23,United Kingdom,42,Female,Tablet,1 Month
+509,Premium,10,21-10-22,28-06-23,Australia,40,Male,Smartphone,1 Month
+510,Basic,15,06-10-22,29-06-23,Germany,43,Female,Tablet,1 Month
+511,Premium,11,26-07-22,28-06-23,France,44,Female,Smart TV,1 Month
+512,Basic,15,13-07-22,28-06-23,Brazil,32,Male,Tablet,1 Month
+513,Standard,10,06-07-22,28-06-23,Mexico,50,Male,Tablet,1 Month
+514,Standard,14,07-07-22,28-06-23,Spain,35,Male,Tablet,1 Month
+515,Basic,15,01-07-22,29-06-23,Italy,44,Female,Laptop,1 Month
+516,Premium,14,31-07-22,28-06-23,Spain,42,Female,Smart TV,1 Month
+517,Basic,12,06-08-22,28-06-23,Spain,34,Female,Smart TV,1 Month
+518,Standard,15,07-08-22,27-06-23,United States,37,Female,Tablet,1 Month
+519,Premium,10,06-08-22,28-06-23,Canada,43,Male,Smartphone,1 Month
+520,Basic,13,03-08-22,28-06-23,United States,32,Male,Smart TV,1 Month
+521,Basic,15,18-06-22,28-06-23,United States,33,Female,Smart TV,1 Month
+522,Basic,14,17-06-22,27-06-23,Canada,32,Female,Tablet,1 Month
+523,Standard,13,07-06-22,29-06-23,United Kingdom,41,Male,Smartphone,1 Month
+524,Premium,15,06-06-22,28-06-23,Australia,31,Male,Tablet,1 Month
+525,Basic,14,04-06-22,27-06-23,Germany,44,Male,Tablet,1 Month
+526,Basic,11,20-06-22,28-06-23,France,49,Male,Laptop,1 Month
+527,Premium,10,10-07-22,28-06-23,Brazil,48,Female,Tablet,1 Month
+528,Standard,13,13-07-22,29-06-23,Mexico,42,Female,Smartphone,1 Month
+529,Standard,11,07-07-22,27-06-23,Spain,50,Female,Laptop,1 Month
+530,Basic,14,22-06-22,28-06-23,Italy,49,Female,Smart TV,1 Month
+531,Premium,14,15-06-22,27-06-23,Spain,30,Female,Laptop,1 Month
+532,Standard,11,03-06-22,28-06-23,Spain,38,Male,Laptop,1 Month
+533,Basic,14,04-06-22,27-06-23,United States,38,Male,Smartphone,1 Month
+534,Standard,11,05-06-22,28-06-23,Canada,39,Female,Smart TV,1 Month
+535,Premium,15,07-06-22,29-06-23,United States,42,Female,Laptop,1 Month
+536,Basic,10,14-06-22,29-06-23,United States,28,Male,Smart TV,1 Month
+537,Premium,10,17-06-22,27-06-23,Canada,38,Male,Smartphone,1 Month
+538,Standard,14,19-06-22,28-06-23,United Kingdom,40,Female,Tablet,1 Month
+539,Basic,12,02-07-22,29-06-23,Australia,30,Female,Tablet,1 Month
+540,Standard,10,03-07-22,29-06-23,Germany,40,Male,Smartphone,1 Month
+541,Premium,10,13-07-22,27-06-23,France,31,Male,Smart TV,1 Month
+542,Basic,14,26-07-22,27-06-23,Brazil,41,Male,Smartphone,1 Month
+543,Standard,11,27-07-22,28-06-23,Mexico,37,Male,Smartphone,1 Month
+544,Premium,14,08-08-22,28-06-23,Spain,49,Male,Tablet,1 Month
+545,Basic,14,17-08-22,27-06-23,Italy,29,Male,Smart TV,1 Month
+546,Premium,10,20-08-22,26-06-23,Spain,31,Male,Smart TV,1 Month
+547,Basic,10,05-09-22,27-06-23,Spain,39,Male,Tablet,1 Month
+548,Standard,12,05-09-22,27-06-23,United States,51,Female,Smartphone,1 Month
+549,Standard,10,05-09-22,27-06-23,Canada,38,Female,Smartphone,1 Month
+550,Basic,11,06-09-22,27-06-23,United States,29,Female,Tablet,1 Month
+551,Premium,13,03-09-22,28-06-23,United 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
+566,Premium,11,11-10-22,01-07-23,United States,45,Male,Tablet,1 Month
+567,Basic,14,08-11-22,29-06-23,Canada,36,Male,Smart TV,1 Month
+568,Standard,11,16-11-22,28-06-23,United Kingdom,27,Female,Laptop,1 Month
+569,Standard,10,17-11-22,26-06-23,Australia,31,Female,Laptop,1 Month
+570,Basic,10,20-11-22,30-06-23,Germany,41,Female,Laptop,1 Month
+571,Premium,13,21-11-22,29-06-23,France,37,Male,Smart TV,1 Month
+572,Basic,12,21-11-22,30-06-23,Brazil,49,Female,Tablet,1 Month
+573,Standard,12,18-11-22,27-06-23,Mexico,37,Female,Smart TV,1 Month
+574,Premium,14,26-10-22,29-06-23,Spain,36,Female,Smartphone,1 Month
+575,Basic,13,25-10-22,28-06-23,Italy,38,Female,Smart TV,1 Month
+576,Premium,15,26-10-22,30-06-23,Spain,49,Female,Tablet,1 Month
+577,Basic,15,23-10-22,26-06-23,Spain,31,Male,Laptop,1 Month
+578,Standard,13,23-10-22,28-06-23,United States,29,Female,Laptop,1 Month
+579,Standard,12,16-10-22,28-06-23,Canada,35,Female,Tablet,1 Month
+580,Basic,14,09-08-22,29-06-23,United 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
+595,Basic,10,11-06-22,28-06-23,United States,49,Male,Laptop,1 Month
+596,Basic,14,18-06-22,28-06-23,United States,29,Female,Smart TV,1 Month
+597,Basic,13,27-06-22,28-06-23,Canada,50,Male,Laptop,1 Month
+598,Standard,12,05-07-22,29-06-23,United Kingdom,29,Female,Tablet,1 Month
+599,Premium,15,06-07-22,27-06-23,Australia,44,Male,Smart TV,1 Month
+600,Basic,14,16-06-22,29-06-23,Germany,36,Female,Smart TV,1 Month
+601,Basic,14,05-06-22,30-06-23,France,46,Female,Smart TV,1 Month
+602,Premium,14,05-06-22,29-06-23,Brazil,30,Male,Smartphone,1 Month
+603,Standard,15,06-06-22,27-06-23,Mexico,46,Female,Tablet,1 Month
+604,Standard,15,07-06-22,28-06-23,Spain,33,Male,Smartphone,1 Month
+605,Basic,15,10-06-22,29-06-23,Italy,46,Female,Tablet,1 Month
+606,Premium,14,13-06-22,29-06-23,Spain,50,Male,Tablet,1 Month
+607,Standard,14,14-06-22,27-06-23,Spain,27,Female,Smart TV,1 Month
+608,Basic,12,22-06-22,28-06-23,United States,48,Female,Smart TV,1 Month
+609,Standard,14,03-07-22,29-06-23,Canada,50,Female,Smartphone,1 Month
+610,Premium,13,05-07-22,29-06-23,United States,28,Female,Tablet,1 Month
+611,Basic,15,11-07-22,28-06-23,United States,29,Female,Smartphone,1 Month
+612,Premium,11,17-07-22,27-06-23,Canada,36,Male,Smart TV,1 Month
+613,Standard,12,27-07-22,28-06-23,United Kingdom,51,Male,Laptop,1 Month
+614,Basic,15,14-08-22,28-06-23,Australia,51,Male,Smartphone,1 Month
+615,Standard,13,15-08-22,27-06-23,Germany,43,Male,Smart TV,1 Month
+616,Premium,14,02-09-22,27-06-23,France,38,Female,Laptop,1 Month
+617,Basic,11,05-09-22,28-06-23,Brazil,45,Female,Smartphone,1 Month
+618,Standard,10,06-09-22,28-06-23,Mexico,28,Female,Smart TV,1 Month
+619,Premium,11,06-09-22,29-06-23,Spain,27,Male,Smartphone,1 Month
+620,Basic,11,05-09-22,27-06-23,Italy,41,Female,Smartphone,1 Month
+621,Premium,14,06-09-22,29-06-23,Spain,49,Male,Smart TV,1 Month
+622,Basic,12,29-08-22,28-06-23,Spain,35,Male,Smartphone,1 Month
+623,Standard,13,30-08-22,28-06-23,United States,29,Female,Smart TV,1 Month
+624,Standard,10,02-09-22,30-06-23,Canada,42,Male,Smartphone,1 Month
+625,Basic,15,20-09-22,28-06-23,United States,33,Male,Tablet,1 Month
+626,Premium,10,23-09-22,30-06-23,United States,30,Male,Laptop,1 Month
+627,Basic,11,29-09-22,29-06-23,Canada,43,Female,Smart TV,1 Month
+628,Standard,10,09-10-22,01-07-23,United Kingdom,42,Male,Smartphone,1 Month
+629,Premium,11,12-10-22,29-06-23,Australia,39,Male,Tablet,1 Month
+630,Basic,15,06-10-22,30-06-23,Germany,32,Female,Smart TV,1 Month
+631,Premium,14,21-09-22,28-06-23,France,31,Male,Smartphone,1 Month
+632,Basic,13,23-09-22,01-07-23,Brazil,39,Male,Smartphone,1 Month
+633,Standard,12,28-09-22,29-06-23,Mexico,41,Female,Smartphone,1 Month
+634,Standard,12,29-09-22,29-06-23,Spain,51,Female,Smart TV,1 Month
+635,Basic,13,03-10-22,27-06-23,Italy,29,Male,Laptop,1 Month
+636,Premium,10,28-10-22,01-07-23,Spain,33,Female,Smart TV,1 Month
+637,Basic,12,14-11-22,29-06-23,Spain,51,Female,Tablet,1 Month
+638,Standard,11,16-11-22,01-07-23,United States,38,Male,Tablet,1 Month
+639,Premium,10,17-11-22,28-06-23,Canada,37,Female,Laptop,1 Month
+640,Basic,13,20-11-22,30-06-23,United States,50,Female,Laptop,1 Month
+641,Premium,12,21-11-22,29-06-23,United States,33,Male,Tablet,1 Month
+642,Basic,11,19-11-22,01-07-23,Canada,27,Male,Laptop,1 Month
+643,Standard,11,28-10-22,27-06-23,United Kingdom,50,Female,Smartphone,1 Month
+644,Standard,15,27-10-22,29-06-23,Australia,47,Female,Laptop,1 Month
+645,Basic,13,27-10-22,29-06-23,Germany,41,Male,Laptop,1 Month
+646,Premium,10,27-10-22,30-06-23,France,49,Female,Laptop,1 Month
+647,Basic,15,25-10-22,28-06-23,Brazil,32,Male,Smart TV,1 Month
+648,Standard,10,17-10-22,28-06-23,Mexico,38,Female,Smartphone,1 Month
+649,Premium,14,20-08-22,29-06-23,Spain,38,Female,Smartphone,1 Month
+650,Basic,15,16-08-22,29-06-23,Italy,28,Female,Smart TV,1 Month
+651,Premium,13,15-08-22,29-06-23,Spain,31,Male,Tablet,1 Month
+652,Basic,14,15-08-22,29-06-23,Spain,39,Female,Smartphone,1 Month
+653,Standard,11,29-07-22,29-06-23,United States,28,Female,Smartphone,1 Month
+654,Standard,12,17-07-22,28-06-23,Canada,30,Female,Smartphone,1 Month
+655,Basic,11,26-07-22,29-06-23,United States,42,Male,Tablet,1 Month
+656,Premium,14,31-07-22,29-06-23,United States,33,Female,Laptop,1 Month
+657,Basic,14,03-08-22,29-06-23,Canada,34,Female,Smart TV,1 Month
+658,Standard,13,04-08-22,29-06-23,United Kingdom,49,Female,Smart TV,1 Month
+659,Premium,13,03-08-22,29-06-23,Australia,41,Male,Laptop,1 Month
+660,Basic,12,27-06-22,29-06-23,Germany,28,Male,Smart TV,1 Month
+661,Premium,14,27-06-22,28-06-23,France,49,Female,Laptop,1 Month
+662,Basic,15,15-06-22,29-06-23,Brazil,49,Male,Tablet,1 Month
+663,Standard,11,13-06-22,29-06-23,Mexico,36,Male,Tablet,1 Month
+664,Standard,11,12-06-22,30-06-23,Spain,31,Male,Smart TV,1 Month
+665,Basic,10,18-06-22,28-06-23,Italy,38,Male,Smartphone,1 Month
+666,Premium,15,26-06-22,29-06-23,Spain,34,Female,Tablet,1 Month
+667,Basic,11,30-06-22,30-06-23,Spain,51,Female,Smartphone,1 Month
+668,Standard,13,03-07-22,30-06-23,United States,49,Male,Smart TV,1 Month
+669,Premium,13,19-06-22,28-06-23,Canada,27,Female,Tablet,1 Month
+670,Basic,10,08-06-22,29-06-23,United States,38,Male,Smart TV,1 Month
+671,Basic,10,08-06-22,30-06-23,United States,51,Male,Tablet,1 Month
+672,Basic,14,09-06-22,30-06-23,Canada,47,Female,Tablet,1 Month
+673,Standard,15,09-06-22,27-06-23,United Kingdom,37,Male,Smartphone,1 Month
+674,Premium,13,10-06-22,28-06-23,Australia,37,Female,Laptop,1 Month
+675,Basic,11,11-06-22,29-06-23,Germany,39,Female,Tablet,1 Month
+676,Basic,11,13-06-22,29-06-23,France,31,Male,Smartphone,1 Month
+677,Premium,13,17-06-22,28-06-23,Brazil,36,Male,Smart TV,1 Month
+678,Standard,15,27-06-22,28-06-23,Mexico,42,Female,Smart TV,1 Month
+679,Standard,11,05-07-22,29-06-23,Spain,49,Male,Laptop,1 Month
+680,Basic,15,07-07-22,29-06-23,Italy,44,Female,Laptop,1 Month
+681,Premium,11,16-07-22,28-06-23,Spain,33,Male,Laptop,1 Month
+682,Standard,11,23-07-22,27-06-23,Spain,42,Male,Tablet,1 Month
+683,Basic,13,03-08-22,29-06-23,United States,39,Male,Smartphone,1 Month
+684,Standard,10,11-08-22,29-06-23,Canada,49,Male,Smartphone,1 Month
+685,Premium,12,15-08-22,30-06-23,United States,31,Male,Smartphone,1 Month
+686,Basic,14,18-08-22,28-06-23,United States,37,Male,Tablet,1 Month
+687,Premium,13,26-08-22,29-06-23,Canada,30,Female,Tablet,1 Month
+688,Standard,10,03-09-22,28-06-23,United Kingdom,42,Male,Smartphone,1 Month
+689,Basic,15,04-09-22,29-06-23,Australia,37,Female,Smart TV,1 Month
+690,Standard,15,05-09-22,30-06-23,Germany,36,Male,Laptop,1 Month
+691,Premium,11,01-09-22,29-06-23,France,28,Female,Laptop,1 Month
+692,Basic,15,31-08-22,30-06-23,Brazil,36,Male,Tablet,1 Month
+693,Standard,14,01-09-22,29-06-23,Mexico,31,Female,Tablet,1 Month
+694,Premium,14,17-09-22,01-07-23,Spain,46,Male,Smart TV,1 Month
+695,Basic,13,21-09-22,28-06-23,Italy,28,Male,Laptop,1 Month
+696,Premium,15,29-09-22,01-07-23,Spain,31,Male,Tablet,1 Month
+697,Basic,12,06-10-22,29-06-23,Spain,43,Male,Smart TV,1 Month
+698,Standard,10,12-10-22,02-07-23,United States,28,Male,Laptop,1 Month
+699,Standard,13,07-10-22,30-06-23,Canada,32,Female,Smartphone,1 Month
+700,Basic,12,04-10-22,30-06-23,United States,31,Female,Laptop,1 Month
+701,Premium,11,24-09-22,28-06-23,United States,45,Male,Smart TV,1 Month
+702,Basic,14,25-09-22,01-07-23,Canada,36,Male,Smartphone,1 Month
+703,Standard,14,27-09-22,30-06-23,United Kingdom,35,Male,Laptop,1 Month
+704,Premium,13,30-09-22,01-07-23,Australia,27,Female,Tablet,1 Month
+705,Basic,13,04-10-22,28-06-23,Germany,32,Male,Laptop,1 Month
+706,Premium,12,24-10-22,01-07-23,France,46,Female,Smartphone,1 Month
+707,Basic,12,28-10-22,30-06-23,Brazil,36,Male,Smart TV,1 Month
+708,Standard,13,02-11-22,01-07-23,Mexico,39,Male,Laptop,1 Month
+709,Standard,12,07-11-22,28-06-23,Spain,48,Female,Smart TV,1 Month
+710,Basic,10,10-11-22,30-06-23,Italy,48,Female,Smart TV,1 Month
+711,Premium,14,15-11-22,29-06-23,Spain,27,Female,Laptop,1 Month
+712,Basic,13,08-11-22,01-07-23,Spain,45,Male,Tablet,1 Month
+713,Standard,10,01-11-22,27-06-23,United States,30,Male,Laptop,1 Month
+714,Premium,15,30-10-22,29-06-23,Canada,29,Male,Tablet,1 Month
+715,Basic,12,28-10-22,29-06-23,United States,43,Female,Laptop,1 Month
+716,Premium,10,26-10-22,30-06-23,United States,43,Male,Laptop,1 Month
+717,Basic,15,18-10-22,29-06-23,Canada,39,Female,Tablet,1 Month
+718,Standard,14,30-09-22,30-06-23,United Kingdom,27,Male,Tablet,1 Month
+719,Standard,10,03-09-22,29-06-23,Australia,33,Female,Tablet,1 Month
+720,Basic,10,23-08-22,29-06-23,Germany,32,Female,Tablet,1 Month
+721,Premium,10,16-08-22,29-06-23,France,37,Female,Tablet,1 Month
+722,Basic,13,11-08-22,30-06-23,Brazil,45,Male,Smartphone,1 Month
+723,Standard,10,01-08-22,30-06-23,Mexico,40,Female,Smartphone,1 Month
+724,Premium,14,01-08-22,29-06-23,Spain,44,Male,Laptop,1 Month
+725,Basic,12,01-08-22,29-06-23,Italy,29,Female,Tablet,1 Month
+726,Premium,14,02-08-22,30-06-23,Spain,50,Male,Laptop,1 Month
+727,Basic,11,04-08-22,29-06-23,Spain,32,Female,Laptop,1 Month
+728,Standard,14,04-08-22,29-06-23,United States,39,Male,Laptop,1 Month
+729,Standard,15,07-07-22,30-06-23,Canada,43,Female,Smartphone,1 Month
+730,Basic,12,27-06-22,30-06-23,United States,49,Female,Smartphone,1 Month
+731,Premium,13,19-06-22,29-06-23,United States,30,Male,Tablet,1 Month
+732,Basic,12,19-06-22,29-06-23,Canada,47,Male,Tablet,1 Month
+733,Standard,10,18-06-22,29-06-23,United Kingdom,51,Female,Laptop,1 Month
+734,Premium,14,19-06-22,30-06-23,Australia,40,Male,Tablet,1 Month
+735,Basic,14,24-06-22,28-06-23,Germany,40,Male,Laptop,1 Month
+736,Premium,11,30-06-22,30-06-23,France,49,Male,Smartphone,1 Month
+737,Basic,15,02-07-22,30-06-23,Brazil,43,Female,Tablet,1 Month
+738,Standard,14,26-06-22,01-07-23,Mexico,44,Female,Smartphone,1 Month
+739,Standard,13,21-06-22,28-06-23,Spain,27,Male,Smartphone,1 Month
+740,Basic,14,16-06-22,29-06-23,Italy,30,Male,Tablet,1 Month
+741,Premium,14,09-06-22,30-06-23,Spain,47,Male,Smart TV,1 Month
+742,Basic,13,10-06-22,30-06-23,Spain,51,Male,Smartphone,1 Month
+743,Standard,15,10-06-22,28-06-23,United States,31,Female,Laptop,1 Month
+744,Premium,13,11-06-22,29-06-23,Canada,34,Female,Tablet,1 Month
+745,Basic,11,12-06-22,30-06-23,United States,28,Female,Laptop,1 Month
+746,Basic,15,15-06-22,30-06-23,United States,32,Male,Smartphone,1 Month
+747,Basic,11,25-06-22,29-06-23,Canada,41,Male,Smart TV,1 Month
+748,Standard,13,30-06-22,28-06-23,United Kingdom,40,Male,Smart TV,1 Month
+749,Premium,12,06-07-22,30-06-23,Australia,46,Male,Smart TV,1 Month
+750,Basic,13,09-07-22,29-06-23,Germany,47,Male,Smart TV,1 Month
+751,Basic,14,18-07-22,29-06-23,France,45,Female,Laptop,1 Month
+752,Premium,10,24-07-22,28-06-23,Brazil,28,Female,Smartphone,1 Month
+753,Standard,12,27-07-22,30-06-23,Mexico,43,Female,Smartphone,1 Month
+754,Standard,11,10-08-22,29-06-23,Spain,41,Male,Laptop,1 Month
+755,Basic,13,16-08-22,30-06-23,Italy,32,Male,Tablet,1 Month
+756,Premium,14,23-08-22,29-06-23,Spain,44,Female,Smartphone,1 Month
+757,Standard,11,03-09-22,30-06-23,Spain,32,Male,Laptop,1 Month
+758,Basic,12,04-09-22,29-06-23,United States,47,Male,Laptop,1 Month
+759,Standard,14,05-09-22,29-06-23,Canada,37,Male,Smart TV,1 Month
+760,Premium,13,04-09-22,01-07-23,United States,40,Female,Smartphone,1 Month
+761,Basic,11,31-08-22,29-06-23,United States,48,Female,Smart TV,1 Month
+762,Premium,10,01-09-22,02-07-23,Canada,48,Male,Laptop,1 Month
+763,Standard,10,15-09-22,29-06-23,United Kingdom,35,Male,Laptop,1 Month
+764,Basic,15,18-09-22,03-07-23,Australia,28,Male,Smart TV,1 Month
+765,Standard,11,28-09-22,29-06-23,Germany,35,Female,Smart TV,1 Month
+766,Premium,13,30-09-22,01-07-23,France,43,Male,Smartphone,1 Month
+767,Basic,15,07-10-22,29-06-23,Brazil,39,Male,Laptop,1 Month
+768,Standard,10,08-10-22,02-07-23,Mexico,38,Female,Laptop,1 Month
+769,Premium,14,08-10-22,30-06-23,Spain,36,Female,Smart TV,1 Month
+770,Basic,11,03-10-22,01-07-23,Italy,42,Female,Laptop,1 Month
+771,Premium,14,04-10-22,28-06-23,Spain,27,Male,Tablet,1 Month
+772,Basic,12,02-10-22,01-07-23,Spain,48,Male,Laptop,1 Month
+773,Standard,13,01-10-22,30-06-23,United States,27,Female,Smart TV,1 Month
+774,Standard,15,03-10-22,02-07-23,Canada,49,Male,Smartphone,1 Month
+775,Basic,11,20-10-22,28-06-23,United States,29,Male,Tablet,1 Month
+776,Premium,11,21-10-22,01-07-23,United States,44,Male,Laptop,1 Month
+777,Basic,11,28-10-22,30-06-23,Canada,31,Male,Smartphone,1 Month
+778,Standard,13,03-11-22,01-07-23,United Kingdom,33,Male,Tablet,1 Month
+779,Premium,10,07-11-22,28-06-23,Australia,36,Female,Smart TV,1 Month
+780,Basic,15,12-11-22,30-06-23,Germany,43,Female,Laptop,1 Month
+781,Premium,14,13-11-22,29-06-23,France,30,Female,Smartphone,1 Month
+782,Basic,13,02-11-22,01-07-23,Brazil,44,Female,Laptop,1 Month
+783,Standard,13,01-11-22,29-06-23,Mexico,37,Female,Laptop,1 Month
+784,Standard,14,31-10-22,30-06-23,Spain,27,Male,Laptop,1 Month
+785,Basic,12,28-10-22,29-06-23,Italy,35,Female,Laptop,1 Month
+786,Premium,13,24-10-22,30-06-23,Spain,32,Male,Smart TV,1 Month
+787,Basic,12,03-10-22,29-06-23,Spain,49,Female,Laptop,1 Month
+788,Standard,12,13-09-22,30-06-23,United States,45,Female,Tablet,1 Month
+789,Premium,11,02-09-22,30-06-23,Canada,33,Female,Smartphone,1 Month
+790,Basic,14,30-08-22,30-06-23,United States,37,Female,Smartphone,1 Month
+791,Premium,15,25-08-22,30-06-23,United States,29,Male,Smartphone,1 Month
+792,Basic,12,11-08-22,30-06-23,Canada,45,Male,Smart TV,1 Month
+793,Standard,11,05-08-22,30-06-23,United Kingdom,42,Female,Smartphone,1 Month
+794,Standard,12,02-08-22,30-06-23,Australia,32,Female,Smart TV,1 Month
+795,Basic,11,03-08-22,01-07-23,Germany,47,Male,Smartphone,1 Month
+796,Premium,12,04-08-22,01-07-23,France,27,Male,Smart TV,1 Month
+797,Basic,10,05-08-22,30-06-23,Brazil,35,Male,Tablet,1 Month
+798,Standard,15,12-07-22,30-06-23,Mexico,35,Male,Laptop,1 Month
+799,Premium,10,02-07-22,30-06-23,Spain,48,Male,Tablet,1 Month
+800,Basic,12,26-06-22,30-06-23,Italy,36,Male,Smartphone,1 Month
+801,Premium,10,22-06-22,29-06-23,Spain,46,Male,Smartphone,1 Month
+802,Basic,13,22-06-22,30-06-23,Spain,33,Female,Smartphone,1 Month
+803,Standard,14,19-06-22,01-07-23,United States,43,Male,Smart TV,1 Month
+804,Standard,14,22-06-22,02-07-23,Canada,47,Female,Smartphone,1 Month
+805,Basic,15,27-06-22,28-06-23,United States,39,Female,Laptop,1 Month
+806,Premium,15,01-07-22,30-06-23,United States,30,Female,Laptop,1 Month
+807,Basic,11,28-06-22,30-06-23,Canada,46,Male,Tablet,1 Month
+808,Standard,13,25-06-22,01-07-23,United Kingdom,39,Male,Smart TV,1 Month
+809,Premium,10,22-06-22,28-06-23,Australia,28,Male,Smartphone,1 Month
+810,Basic,13,09-06-22,29-06-23,Germany,38,Male,Smartphone,1 Month
+811,Premium,13,10-06-22,30-06-23,France,36,Male,Laptop,1 Month
+812,Basic,15,11-06-22,01-07-23,Brazil,33,Male,Laptop,1 Month
+813,Standard,10,11-06-22,28-06-23,Mexico,50,Male,Smartphone,1 Month
+814,Standard,10,12-06-22,29-06-23,Spain,38,Male,Smartphone,1 Month
+815,Basic,15,13-06-22,30-06-23,Italy,29,Male,Smartphone,1 Month
+816,Premium,15,18-06-22,30-06-23,Spain,47,Female,Smart TV,1 Month
+817,Basic,15,29-06-22,30-06-23,Spain,31,Female,Tablet,1 Month
+818,Standard,13,30-06-22,28-06-23,United States,40,Male,Tablet,1 Month
+819,Premium,14,01-07-22,01-07-23,Canada,50,Male,Laptop,1 Month
+820,Basic,11,07-07-22,30-06-23,United States,43,Female,Tablet,1 Month
+821,Basic,12,13-07-22,29-06-23,United States,35,Female,Laptop,1 Month
+822,Basic,11,24-07-22,29-06-23,Canada,36,Male,Laptop,1 Month
+823,Standard,15,29-07-22,30-06-23,United Kingdom,30,Male,Smartphone,1 Month
+824,Premium,13,31-07-22,30-06-23,Australia,47,Female,Smartphone,1 Month
+825,Basic,12,09-08-22,30-06-23,Germany,30,Female,Laptop,1 Month
+826,Basic,11,18-08-22,01-07-23,France,37,Male,Smart TV,1 Month
+827,Premium,15,20-08-22,30-06-23,Brazil,34,Male,Smartphone,1 Month
+828,Standard,15,30-08-22,30-06-23,Mexico,33,Female,Smart TV,1 Month
+829,Standard,10,01-09-22,29-06-23,Spain,31,Male,Tablet,1 Month
+830,Basic,13,02-09-22,03-07-23,Italy,30,Female,Smartphone,1 Month
+831,Premium,10,02-09-22,29-06-23,Spain,35,Male,Smartphone,1 Month
+832,Standard,14,15-09-22,02-07-23,Spain,40,Female,Tablet,1 Month
+833,Basic,13,17-09-22,29-06-23,United States,29,Male,Smartphone,1 Month
+834,Standard,14,26-09-22,03-07-23,Canada,34,Female,Smart TV,1 Month
+835,Premium,12,27-09-22,29-06-23,United States,31,Male,Laptop,1 Month
+836,Basic,15,04-10-22,01-07-23,United States,28,Male,Laptop,1 Month
+837,Premium,12,06-10-22,29-06-23,Canada,46,Female,Smart TV,1 Month
+838,Standard,11,07-10-22,02-07-23,United Kingdom,38,Male,Smartphone,1 Month
+839,Basic,13,06-10-22,30-06-23,Australia,35,Female,Laptop,1 Month
+840,Standard,15,07-10-22,03-07-23,Germany,49,Male,Smartphone,1 Month
+841,Premium,13,06-10-22,29-06-23,France,42,Male,Smartphone,1 Month
+842,Basic,14,06-10-22,02-07-23,Brazil,37,Female,Laptop,1 Month
+843,Standard,13,04-10-22,01-07-23,Mexico,39,Female,Smartphone,1 Month
+844,Premium,10,14-10-22,02-07-23,Spain,47,Female,Smart TV,1 Month
+845,Basic,12,19-10-22,29-06-23,Italy,49,Male,Smartphone,1 Month
+846,Premium,12,21-10-22,01-07-23,Spain,35,Male,Laptop,1 Month
+847,Basic,11,28-10-22,30-06-23,Spain,36,Female,Smart TV,1 Month
+848,Standard,11,01-11-22,02-07-23,United States,40,Male,Tablet,1 Month
+849,Standard,10,12-11-22,29-06-23,Canada,30,Female,Smart TV,1 Month
+850,Basic,13,13-11-22,30-06-23,United States,51,Female,Smart TV,1 Month
+851,Premium,15,09-11-22,30-06-23,United States,47,Male,Laptop,1 Month
+852,Basic,12,08-11-22,01-07-23,Canada,47,Female,Laptop,1 Month
+853,Standard,14,06-11-22,30-06-23,United Kingdom,39,Male,Tablet,1 Month
+854,Premium,10,07-11-22,30-06-23,Australia,49,Male,Smart TV,1 Month
+855,Basic,12,02-11-22,01-07-23,Germany,33,Male,Laptop,1 Month
+856,Premium,10,06-10-22,30-06-23,France,32,Female,Smart TV,1 Month
+857,Basic,15,16-09-22,30-06-23,Brazil,40,Male,Smartphone,1 Month
+858,Standard,14,10-09-22,30-06-23,Mexico,40,Female,Laptop,1 Month
+859,Standard,12,04-09-22,30-06-23,Spain,51,Female,Tablet,1 Month
+860,Basic,13,26-08-22,01-07-23,Italy,50,Male,Smart TV,1 Month
+861,Premium,14,14-08-22,01-07-23,Spain,50,Female,Smart TV,1 Month
+862,Basic,14,12-08-22,01-07-23,Spain,47,Male,Smartphone,1 Month
+863,Standard,12,10-08-22,30-06-23,United States,35,Male,Laptop,1 Month
+864,Premium,11,10-08-22,01-07-23,Canada,31,Male,Tablet,1 Month
+865,Basic,15,04-08-22,01-07-23,United States,36,Male,Smartphone,1 Month
+866,Premium,10,05-08-22,01-07-23,United States,41,Female,Smart TV,1 Month
+867,Basic,13,17-07-22,30-06-23,Canada,49,Female,Tablet,1 Month
+868,Standard,12,16-07-22,01-07-23,United Kingdom,34,Female,Tablet,1 Month
+869,Standard,15,13-07-22,01-07-23,Australia,30,Female,Tablet,1 Month
+870,Basic,13,03-07-22,02-07-23,Germany,38,Male,Laptop,1 Month
+871,Premium,11,24-06-22,29-06-23,France,45,Male,Tablet,1 Month
+872,Basic,14,21-06-22,01-07-23,Brazil,42,Female,Laptop,1 Month
+873,Standard,10,22-06-22,01-07-23,Mexico,42,Female,Smart TV,1 Month
+874,Premium,10,23-06-22,02-07-23,Spain,31,Male,Smart TV,1 Month
+875,Basic,14,26-06-22,29-06-23,Italy,28,Male,Smart TV,1 Month
+876,Premium,11,27-06-22,30-06-23,Spain,44,Male,Tablet,1 Month
+877,Basic,13,28-06-22,01-07-23,Spain,30,Male,Smart TV,1 Month
+878,Standard,13,28-06-22,02-07-23,United States,33,Male,Smartphone,1 Month
+879,Standard,12,18-06-22,29-06-23,Canada,42,Female,Tablet,1 Month
+880,Basic,11,11-06-22,30-06-23,United States,31,Male,Smart TV,1 Month
+881,Premium,11,11-06-22,01-07-23,United States,31,Female,Smartphone,1 Month
+882,Basic,13,12-06-22,01-07-23,Canada,46,Female,Smart TV,1 Month
+883,Standard,15,13-06-22,29-06-23,United Kingdom,28,Female,Tablet,1 Month
+884,Premium,11,13-06-22,29-06-23,Australia,50,Male,Tablet,1 Month
+885,Basic,11,18-06-22,02-07-23,Germany,34,Male,Tablet,1 Month
+886,Premium,15,23-06-22,30-06-23,France,45,Female,Smart TV,1 Month
+887,Basic,12,26-06-22,30-06-23,Brazil,38,Female,Laptop,1 Month
+888,Standard,13,29-06-22,29-06-23,Mexico,42,Female,Laptop,1 Month
+889,Standard,10,02-07-22,01-07-23,Spain,45,Female,Smartphone,1 Month
+890,Basic,10,06-07-22,30-06-23,Italy,44,Male,Smart TV,1 Month
+891,Premium,14,18-07-22,30-06-23,Spain,50,Female,Smart TV,1 Month
+892,Basic,15,29-07-22,30-06-23,Spain,38,Male,Tablet,1 Month
+893,Standard,13,30-07-22,01-07-23,United States,42,Female,Smart TV,1 Month
+894,Premium,13,03-08-22,01-07-23,Canada,50,Male,Smart TV,1 Month
+895,Basic,10,15-08-22,30-06-23,United States,30,Male,Smartphone,1 Month
+896,Basic,10,20-08-22,01-07-23,United States,47,Female,Smartphone,1 Month
+897,Basic,14,21-08-22,30-06-23,Canada,32,Female,Laptop,1 Month
+898,Standard,11,30-08-22,02-07-23,United Kingdom,31,Female,Tablet,1 Month
+899,Premium,15,01-09-22,29-06-23,Australia,37,Male,Laptop,1 Month
+900,Basic,14,02-09-22,03-07-23,Germany,32,Female,Smartphone,1 Month
+901,Basic,12,04-09-22,30-06-23,France,29,Male,Smartphone,1 Month
+902,Premium,12,10-09-22,02-07-23,Brazil,28,Male,Tablet,1 Month
+903,Standard,11,25-09-22,29-06-23,Mexico,42,Male,Laptop,1 Month
+904,Standard,12,27-09-22,03-07-23,Spain,37,Male,Tablet,1 Month
+905,Basic,13,01-10-22,30-06-23,Italy,38,Female,Laptop,1 Month
+906,Premium,13,06-10-22,02-07-23,Spain,32,Male,Smart TV,1 Month
+907,Standard,15,07-10-22,30-06-23,Spain,48,Male,Laptop,1 Month
+908,Basic,13,08-10-22,03-07-23,United States,46,Female,Smart TV,1 Month
+909,Standard,14,08-10-22,01-07-23,Canada,30,Male,Tablet,1 Month
+910,Premium,10,08-10-22,03-07-23,United States,40,Female,Smart TV,1 Month
+911,Basic,13,08-10-22,29-06-23,United States,29,Male,Smart TV,1 Month
+912,Premium,15,08-10-22,02-07-23,Canada,41,Male,Tablet,1 Month
+913,Standard,15,10-10-22,01-07-23,United Kingdom,32,Male,Laptop,1 Month
+914,Basic,12,19-10-22,02-07-23,Australia,44,Female,Smart TV,1 Month
+915,Standard,15,20-10-22,29-06-23,Germany,41,Male,Laptop,1 Month
+916,Premium,12,26-10-22,01-07-23,France,50,Female,Smartphone,1 Month
+917,Basic,14,29-10-22,30-06-23,Brazil,33,Female,Tablet,1 Month
+918,Standard,10,31-10-22,02-07-23,Mexico,34,Female,Smart TV,1 Month
+919,Premium,15,11-11-22,29-06-23,Spain,40,Male,Smartphone,1 Month
+920,Basic,14,09-11-22,01-07-23,Italy,34,Female,Tablet,1 Month
+921,Premium,14,09-11-22,01-07-23,Spain,27,Female,Smart TV,1 Month
+922,Basic,13,07-11-22,01-07-23,Spain,34,Male,Tablet,1 Month
+923,Standard,13,08-11-22,30-06-23,United States,28,Male,Tablet,1 Month
+924,Standard,14,05-11-22,01-07-23,Canada,37,Female,Smart TV,1 Month
+925,Basic,10,25-10-22,01-07-23,United States,27,Female,Laptop,1 Month
+926,Premium,13,23-10-22,02-07-23,United States,33,Female,Laptop,1 Month
+927,Basic,11,20-10-22,02-07-23,Canada,42,Male,Laptop,1 Month
+928,Standard,11,14-10-22,01-07-23,United Kingdom,49,Male,Smartphone,1 Month
+929,Premium,13,29-08-22,30-06-23,Australia,44,Male,Smart TV,1 Month
+930,Basic,10,18-08-22,01-07-23,Germany,47,Male,Laptop,1 Month
+931,Premium,13,13-08-22,02-07-23,France,33,Male,Laptop,1 Month
+932,Basic,11,11-08-22,02-07-23,Brazil,37,Male,Smart TV,1 Month
+933,Standard,10,11-08-22,01-07-23,Mexico,35,Male,Laptop,1 Month
+934,Standard,11,06-08-22,01-07-23,Spain,34,Female,Smartphone,1 Month
+935,Basic,10,07-08-22,02-07-23,Italy,44,Male,Smartphone,1 Month
+936,Premium,15,18-07-22,02-07-23,Spain,29,Male,Tablet,1 Month
+937,Basic,10,17-07-22,30-06-23,Spain,38,Male,Smartphone,1 Month
+938,Standard,14,15-07-22,02-07-23,United States,46,Male,Smart TV,1 Month
+939,Premium,10,14-07-22,02-07-23,Canada,29,Male,Tablet,1 Month
+940,Basic,12,26-06-22,03-07-23,United States,48,Female,Smart TV,1 Month
+941,Premium,10,26-06-22,29-06-23,United States,36,Male,Smart TV,1 Month
+942,Basic,12,22-06-22,01-07-23,Canada,43,Male,Laptop,1 Month
+943,Standard,15,23-06-22,01-07-23,United Kingdom,42,Female,Smart TV,1 Month
+944,Standard,10,24-06-22,02-07-23,Australia,50,Male,Tablet,1 Month
+945,Basic,13,26-06-22,29-06-23,Germany,39,Male,Laptop,1 Month
+946,Premium,14,28-06-22,01-07-23,France,43,Female,Laptop,1 Month
+947,Basic,10,29-06-22,02-07-23,Brazil,50,Female,Tablet,1 Month
+948,Standard,12,26-06-22,02-07-23,Mexico,51,Male,Laptop,1 Month
+949,Premium,14,26-06-22,30-06-23,Spain,40,Male,Tablet,1 Month
+950,Basic,10,20-06-22,30-06-23,Italy,31,Male,Tablet,1 Month
+951,Premium,12,18-06-22,03-07-23,Spain,39,Female,Smartphone,1 Month
+952,Basic,10,16-06-22,01-07-23,Spain,49,Female,Tablet,1 Month
+953,Standard,10,16-06-22,30-06-23,United States,34,Female,Laptop,1 Month
+954,Standard,13,17-06-22,30-06-23,Canada,38,Male,Smartphone,1 Month
+955,Basic,15,20-06-22,02-07-23,United States,36,Female,Laptop,1 Month
+956,Premium,10,24-06-22,01-07-23,United States,42,Female,Smart TV,1 Month
+957,Basic,14,27-06-22,01-07-23,Canada,50,Male,Tablet,1 Month
+958,Standard,10,02-07-22,01-07-23,United Kingdom,42,Female,Laptop,1 Month
+959,Premium,14,04-07-22,02-07-23,Australia,35,Female,Laptop,1 Month
+960,Basic,15,15-07-22,30-06-23,Germany,46,Female,Tablet,1 Month
+961,Premium,15,23-07-22,01-07-23,France,48,Male,Laptop,1 Month
+962,Basic,12,29-07-22,01-07-23,Brazil,43,Female,Laptop,1 Month
+963,Standard,13,01-08-22,01-07-23,Mexico,51,Female,Tablet,1 Month
+964,Standard,13,12-08-22,03-07-23,Spain,45,Male,Smart TV,1 Month
+965,Basic,10,14-08-22,30-06-23,Italy,46,Male,Laptop,1 Month
+966,Premium,12,16-08-22,04-07-23,Spain,42,Female,Laptop,1 Month
+967,Basic,10,26-08-22,30-06-23,Spain,42,Female,Smartphone,1 Month
+968,Standard,13,31-08-22,03-07-23,United States,50,Male,Tablet,1 Month
+969,Premium,12,02-09-22,30-06-23,Canada,28,Male,Smart TV,1 Month
+970,Basic,15,03-09-22,03-07-23,United States,44,Female,Tablet,1 Month
+971,Basic,10,05-09-22,01-07-23,United States,36,Male,Tablet,1 Month
+972,Basic,14,10-09-22,02-07-23,Canada,37,Female,Laptop,1 Month
+973,Standard,12,17-09-22,01-07-23,United Kingdom,36,Male,Smartphone,1 Month
+974,Premium,13,28-09-22,03-07-23,Australia,31,Male,Smartphone,1 Month
+975,Basic,12,02-10-22,30-06-23,Germany,36,Female,Smart TV,1 Month
+976,Basic,15,05-10-22,03-07-23,France,39,Female,Laptop,1 Month
+977,Premium,11,07-10-22,30-06-23,Brazil,45,Female,Laptop,1 Month
+978,Standard,13,08-10-22,03-07-23,Mexico,29,Male,Smart TV,1 Month
+979,Standard,15,08-10-22,01-07-23,Spain,45,Male,Smartphone,1 Month
+980,Basic,11,09-10-22,03-07-23,Italy,29,Male,Smart TV,1 Month
+981,Premium,10,09-10-22,30-06-23,Spain,28,Female,Smart TV,1 Month
+982,Standard,12,10-10-22,02-07-23,Spain,42,Female,Smart TV,1 Month
+983,Basic,11,14-10-22,01-07-23,United States,36,Female,Smartphone,1 Month
+984,Standard,15,16-10-22,03-07-23,Canada,39,Male,Smart TV,1 Month
+985,Premium,11,21-10-22,29-06-23,United States,36,Male,Smart TV,1 Month
+986,Basic,15,25-10-22,01-07-23,United States,49,Male,Laptop,1 Month
+987,Premium,11,30-10-22,01-07-23,Canada,32,Female,Tablet,1 Month
+988,Standard,12,31-10-22,02-07-23,United Kingdom,40,Female,Smartphone,1 Month
+989,Basic,12,08-11-22,01-07-23,Australia,34,Male,Smartphone,1 Month
+990,Standard,15,09-11-22,01-07-23,Germany,35,Male,Smartphone,1 Month
+991,Premium,11,07-11-22,01-07-23,France,44,Female,Smart TV,1 Month
+992,Basic,13,08-11-22,03-07-23,Brazil,47,Female,Smartphone,1 Month
+993,Standard,14,08-11-22,03-07-23,Mexico,33,Female,Laptop,1 Month
+994,Premium,11,31-10-22,02-07-23,Spain,45,Male,Tablet,1 Month
+995,Basic,14,28-10-22,01-07-23,Italy,42,Female,Tablet,1 Month
+996,Premium,15,25-10-22,02-07-23,Spain,46,Male,Tablet,1 Month
+997,Basic,14,18-10-22,02-07-23,Spain,51,Male,Tablet,1 Month
+998,Standard,15,25-09-22,02-07-23,United States,41,Female,Laptop,1 Month
+999,Standard,10,26-08-22,01-07-23,Canada,50,Female,Tablet,1 Month
+1000,Basic,10,20-08-22,02-07-23,United States,49,Female,Smartphone,1 Month
+1001,Premium,12,12-08-22,03-07-23,United States,34,Female,Laptop,1 Month
+1002,Basic,13,12-08-22,03-07-23,Canada,38,Female,Tablet,1 Month
+1003,Standard,13,11-08-22,01-07-23,United Kingdom,46,Male,Smart TV,1 Month
+1004,Premium,14,11-08-22,02-07-23,Australia,42,Male,Smart TV,1 Month
+1005,Basic,12,10-08-22,02-07-23,Germany,46,Male,Laptop,1 Month
+1006,Premium,10,31-07-22,03-07-23,France,51,Female,Smart TV,1 Month
+1007,Basic,12,17-07-22,30-06-23,Brazil,35,Male,Smart TV,1 Month
+1008,Standard,10,15-07-22,02-07-23,Mexico,34,Female,Smartphone,1 Month
+1009,Standard,14,05-07-22,02-07-23,Spain,31,Female,Laptop,1 Month
+1010,Basic,12,01-07-22,03-07-23,Italy,36,Female,Tablet,1 Month
+1011,Premium,15,01-07-22,30-06-23,Spain,28,Male,Smart TV,1 Month
+1012,Basic,15,26-06-22,01-07-23,Spain,29,Female,Smartphone,1 Month
+1013,Standard,12,27-06-22,02-07-23,United States,42,Female,Smart TV,1 Month
+1014,Premium,10,28-06-22,02-07-23,Canada,35,Female,Smartphone,1 Month
+1015,Basic,12,28-06-22,30-06-23,United States,32,Female,Laptop,1 Month
+1016,Premium,10,29-06-22,01-07-23,United States,43,Female,Tablet,1 Month
+1017,Basic,10,26-06-22,02-07-23,Canada,29,Male,Smartphone,1 Month
+1018,Standard,13,26-06-22,02-07-23,United Kingdom,35,Female,Tablet,1 Month
+1019,Standard,14,24-06-22,30-06-23,Australia,27,Female,Tablet,1 Month
+1020,Basic,13,21-06-22,01-07-23,Germany,38,Male,Tablet,1 Month
+1021,Premium,13,22-06-22,03-07-23,France,33,Male,Smart TV,1 Month
+1022,Basic,11,18-06-22,02-07-23,Brazil,48,Male,Laptop,1 Month
+1023,Standard,10,18-06-22,02-07-23,Mexico,51,Female,Laptop,1 Month
+1024,Premium,10,20-06-22,01-07-23,Spain,40,Female,Smartphone,1 Month
+1025,Basic,13,23-06-22,03-07-23,Italy,28,Male,Smartphone,1 Month
+1026,Premium,10,26-06-22,01-07-23,Spain,46,Female,Laptop,1 Month
+1027,Basic,12,02-07-22,01-07-23,Spain,28,Female,Tablet,1 Month
+1028,Standard,12,04-07-22,01-07-23,United States,47,Male,Tablet,1 Month
+1029,Standard,10,07-07-22,02-07-23,Canada,47,Male,Smartphone,1 Month
+1030,Basic,13,14-07-22,01-07-23,United States,50,Male,Smartphone,1 Month
+1031,Premium,13,20-07-22,01-07-23,United States,50,Female,Smart TV,1 Month
+1032,Basic,15,23-07-22,02-07-23,Canada,29,Male,Smartphone,1 Month
+1033,Standard,15,30-07-22,01-07-23,United Kingdom,38,Male,Tablet,1 Month
+1034,Premium,11,12-08-22,03-07-23,Australia,40,Female,Tablet,1 Month
+1035,Basic,14,14-08-22,01-07-23,Germany,43,Male,Smartphone,1 Month
+1036,Premium,14,22-08-22,04-07-23,France,27,Female,Smartphone,1 Month
+1037,Basic,10,29-08-22,30-06-23,Brazil,37,Female,Tablet,1 Month
+1038,Standard,12,02-09-22,03-07-23,Mexico,30,Male,Smartphone,1 Month
+1039,Standard,13,03-09-22,01-07-23,Spain,50,Male,Laptop,1 Month
+1040,Basic,11,04-09-22,04-07-23,Italy,51,Male,Smartphone,1 Month
+1041,Premium,13,06-09-22,01-07-23,Spain,37,Female,Laptop,1 Month
+1042,Basic,14,10-09-22,02-07-23,Spain,35,Female,Tablet,1 Month
+1043,Standard,12,20-09-22,01-07-23,United States,35,Male,Tablet,1 Month
+1044,Premium,11,26-09-22,03-07-23,Canada,46,Male,Tablet,1 Month
+1045,Basic,13,04-10-22,01-07-23,United States,27,Male,Tablet,1 Month
+1046,Basic,13,06-10-22,03-07-23,United States,27,Male,Laptop,1 Month
+1047,Basic,13,07-10-22,01-07-23,Canada,39,Female,Laptop,1 Month
+1048,Standard,15,08-10-22,03-07-23,United Kingdom,51,Male,Tablet,1 Month
+1049,Premium,14,09-10-22,01-07-23,Australia,41,Male,Smartphone,1 Month
+1050,Basic,15,10-10-22,03-07-23,Germany,30,Female,Smart TV,1 Month
+1051,Basic,11,10-10-22,30-06-23,France,46,Male,Laptop,1 Month
+1052,Premium,14,14-10-22,02-07-23,Brazil,31,Male,Tablet,1 Month
+1053,Standard,13,15-10-22,01-07-23,Mexico,49,Male,Smartphone,1 Month
+1054,Standard,12,17-10-22,03-07-23,Spain,39,Female,Tablet,1 Month
+1055,Basic,11,23-10-22,01-07-23,Italy,47,Male,Smartphone,1 Month
+1056,Premium,15,27-10-22,02-07-23,Spain,36,Female,Tablet,1 Month
+1057,Standard,14,29-10-22,02-07-23,Spain,42,Female,Tablet,1 Month
+1058,Basic,15,05-11-22,02-07-23,United States,28,Female,Smart TV,1 Month
+1059,Standard,15,07-11-22,02-07-23,Canada,43,Male,Tablet,1 Month
+1060,Premium,10,08-11-22,02-07-23,United States,50,Female,Laptop,1 Month
+1061,Basic,15,09-11-22,01-07-23,United States,30,Female,Tablet,1 Month
+1062,Premium,10,10-11-22,03-07-23,Canada,34,Female,Laptop,1 Month
+1063,Standard,13,02-11-22,03-07-23,United Kingdom,35,Female,Laptop,1 Month
+1064,Basic,11,31-10-22,02-07-23,Australia,29,Male,Tablet,1 Month
+1065,Standard,15,29-10-22,02-07-23,Germany,33,Male,Smart TV,1 Month
+1066,Premium,12,22-10-22,03-07-23,France,47,Male,Laptop,1 Month
+1067,Basic,14,20-10-22,02-07-23,Brazil,32,Female,Tablet,1 Month
+1068,Standard,15,21-10-22,04-07-23,Mexico,34,Female,Tablet,1 Month
+1069,Premium,13,10-10-22,02-07-23,Spain,46,Male,Smart TV,1 Month
+1070,Basic,15,06-09-22,03-07-23,Italy,31,Male,Tablet,1 Month
+1071,Premium,12,06-09-22,03-07-23,Spain,40,Female,Tablet,1 Month
+1072,Basic,11,13-08-22,03-07-23,Spain,38,Female,Tablet,1 Month
+1073,Standard,11,13-08-22,01-07-23,United States,31,Male,Smart TV,1 Month
+1074,Standard,12,13-08-22,02-07-23,Canada,46,Female,Smartphone,1 Month
+1075,Basic,11,06-08-22,03-07-23,United States,43,Male,Smart TV,1 Month
+1076,Premium,15,06-08-22,03-07-23,United States,38,Female,Laptop,1 Month
+1077,Basic,15,22-07-22,30-06-23,Canada,38,Female,Laptop,1 Month
+1078,Standard,14,17-07-22,02-07-23,United Kingdom,27,Male,Laptop,1 Month
+1079,Premium,12,09-07-22,02-07-23,Australia,49,Female,Tablet,1 Month
+1080,Basic,11,04-07-22,03-07-23,Germany,33,Male,Smartphone,1 Month
+1081,Premium,10,27-06-22,30-06-23,France,40,Female,Smartphone,1 Month
+1082,Basic,13,28-06-22,02-07-23,Brazil,27,Male,Tablet,1 Month
+1083,Standard,12,28-06-22,02-07-23,Mexico,28,Female,Laptop,1 Month
+1084,Standard,10,29-06-22,03-07-23,Spain,30,Male,Smartphone,1 Month
+1085,Basic,10,29-06-22,30-06-23,Italy,33,Female,Smartphone,1 Month
+1086,Premium,15,26-06-22,01-07-23,Spain,51,Female,Tablet,1 Month
+1087,Basic,11,26-06-22,03-07-23,Spain,51,Male,Tablet,1 Month
+1088,Standard,10,26-06-22,02-07-23,United States,50,Female,Smartphone,1 Month
+1089,Premium,14,24-06-22,30-06-23,Canada,46,Female,Tablet,1 Month
+1090,Basic,14,25-06-22,02-07-23,United States,31,Male,Smart TV,1 Month
+1091,Premium,12,20-06-22,03-07-23,United States,46,Female,Smartphone,1 Month
+1092,Basic,15,21-06-22,02-07-23,Canada,41,Male,Smart TV,1 Month
+1093,Standard,12,20-06-22,02-07-23,United Kingdom,36,Male,Smartphone,1 Month
+1094,Standard,10,22-06-22,02-07-23,Australia,45,Female,Tablet,1 Month
+1095,Basic,10,24-06-22,03-07-23,Germany,36,Male,Smartphone,1 Month
+1096,Premium,15,30-06-22,02-07-23,France,28,Male,Smartphone,1 Month
+1097,Basic,13,03-07-22,02-07-23,Brazil,45,Female,Smartphone,1 Month
+1098,Standard,10,04-07-22,02-07-23,Mexico,39,Female,Smartphone,1 Month
+1099,Premium,13,08-07-22,02-07-23,Spain,51,Female,Laptop,1 Month
+1100,Basic,10,19-07-22,01-07-23,Italy,37,Male,Laptop,1 Month
+1101,Premium,11,21-07-22,01-07-23,Spain,33,Female,Tablet,1 Month
+1102,Basic,15,27-07-22,03-07-23,Spain,32,Female,Smartphone,1 Month
+1103,Standard,14,02-08-22,01-07-23,United States,49,Female,Tablet,1 Month
+1104,Standard,10,09-08-22,03-07-23,Canada,37,Female,Smart TV,1 Month
+1105,Basic,15,21-08-22,01-07-23,United States,39,Male,Tablet,1 Month
+1106,Premium,14,29-08-22,04-07-23,United States,37,Male,Smart TV,1 Month
+1107,Basic,15,31-08-22,01-07-23,Canada,36,Female,Smart TV,1 Month
+1108,Standard,10,02-09-22,03-07-23,United Kingdom,34,Male,Laptop,1 Month
+1109,Premium,13,04-09-22,01-07-23,Australia,51,Female,Smartphone,1 Month
+1110,Basic,13,05-09-22,04-07-23,Germany,41,Female,Tablet,1 Month
+1111,Premium,13,10-09-22,01-07-23,France,51,Male,Smart TV,1 Month
+1112,Basic,15,13-09-22,03-07-23,Brazil,31,Female,Tablet,1 Month
+1113,Standard,13,20-09-22,01-07-23,Mexico,44,Male,Laptop,1 Month
+1114,Standard,15,01-10-22,03-07-23,Spain,50,Male,Smart TV,1 Month
+1115,Basic,14,03-10-22,01-07-23,Italy,33,Male,Laptop,1 Month
+1116,Premium,11,06-10-22,04-07-23,Spain,44,Female,Laptop,1 Month
+1117,Basic,15,08-10-22,01-07-23,Spain,42,Female,Tablet,1 Month
+1118,Standard,13,09-10-22,03-07-23,United States,35,Male,Smart TV,1 Month
+1119,Premium,12,10-10-22,02-07-23,Canada,48,Male,Smartphone,1 Month
+1120,Basic,13,10-10-22,04-07-23,United States,51,Female,Smartphone,1 Month
+1121,Basic,15,12-10-22,01-07-23,United States,44,Female,Smart TV,1 Month
+1122,Basic,11,14-10-22,02-07-23,Canada,37,Female,Smartphone,1 Month
+1123,Standard,15,15-10-22,02-07-23,United Kingdom,35,Female,Laptop,1 Month
+1124,Premium,11,17-10-22,03-07-23,Australia,32,Male,Laptop,1 Month
+1125,Basic,15,19-10-22,02-07-23,Germany,46,Female,Tablet,1 Month
+1126,Basic,14,25-10-22,02-07-23,France,39,Female,Laptop,1 Month
+1127,Premium,11,26-10-22,02-07-23,Brazil,33,Female,Tablet,1 Month
+1128,Standard,10,05-11-22,03-07-23,Mexico,42,Male,Tablet,1 Month
+1129,Standard,14,07-11-22,03-07-23,Spain,37,Female,Smartphone,1 Month
+1130,Basic,14,08-11-22,03-07-23,Italy,27,Female,Smart TV,1 Month
+1131,Premium,14,09-11-22,02-07-23,Spain,34,Female,Laptop,1 Month
+1132,Standard,13,06-11-22,03-07-23,Spain,51,Male,Laptop,1 Month
+1133,Basic,12,04-11-22,03-07-23,United States,42,Male,Laptop,1 Month
+1134,Standard,13,03-11-22,05-07-23,Canada,46,Female,Smart TV,1 Month
+1135,Premium,13,23-10-22,02-07-23,United States,36,Male,Laptop,1 Month
+1136,Basic,14,24-10-22,04-07-23,United States,46,Male,Smartphone,1 Month
+1137,Premium,13,23-10-22,04-07-23,Canada,51,Male,Smart TV,1 Month
+1138,Standard,12,21-10-22,04-07-23,United Kingdom,45,Female,Smartphone,1 Month
+1139,Basic,14,11-09-22,02-07-23,Australia,33,Male,Smartphone,1 Month
+1140,Standard,10,09-09-22,03-07-23,Germany,31,Female,Smart TV,1 Month
+1141,Premium,12,22-08-22,03-07-23,France,48,Female,Smart TV,1 Month
+1142,Basic,13,21-08-22,04-07-23,Brazil,47,Female,Laptop,1 Month
+1143,Standard,13,15-08-22,01-07-23,Mexico,43,Male,Smart TV,1 Month
+1144,Premium,14,14-08-22,03-07-23,Spain,39,Male,Tablet,1 Month
+1145,Basic,11,09-08-22,03-07-23,Italy,46,Male,Smart TV,1 Month
+1146,Premium,12,04-08-22,04-07-23,Spain,46,Female,Smartphone,1 Month
+1147,Basic,11,27-07-22,01-07-23,Spain,40,Female,Tablet,1 Month
+1148,Standard,12,11-07-22,02-07-23,United States,38,Male,Smartphone,1 Month
+1149,Standard,13,09-07-22,03-07-23,Canada,48,Female,Tablet,1 Month
+1150,Basic,15,01-07-22,03-07-23,United States,38,Male,Tablet,1 Month
+1151,Premium,12,30-06-22,01-07-23,United States,43,Male,Laptop,1 Month
+1152,Basic,11,29-06-22,02-07-23,Canada,29,Male,Smartphone,1 Month
+1153,Standard,15,29-06-22,03-07-23,United Kingdom,32,Female,Laptop,1 Month
+1154,Premium,10,30-06-22,03-07-23,Australia,32,Female,Laptop,1 Month
+1155,Basic,10,30-06-22,30-06-23,Germany,49,Female,Laptop,1 Month
+1156,Premium,14,26-06-22,02-07-23,France,51,Female,Laptop,1 Month
+1157,Basic,14,27-06-22,03-07-23,Brazil,32,Male,Smart TV,1 Month
+1158,Standard,12,25-06-22,02-07-23,Mexico,35,Female,Smart TV,1 Month
+1159,Standard,15,25-06-22,01-07-23,Spain,41,Male,Laptop,1 Month
+1160,Basic,12,20-06-22,03-07-23,Italy,43,Female,Smart TV,1 Month
+1161,Premium,12,21-06-22,03-07-23,Spain,41,Male,Smartphone,1 Month
+1162,Basic,10,21-06-22,02-07-23,Spain,51,Male,Smart TV,1 Month
+1163,Standard,13,22-06-22,03-07-23,United States,47,Female,Smart TV,1 Month
+1164,Premium,15,23-06-22,02-07-23,Canada,39,Male,Smart TV,1 Month
+1165,Basic,15,27-06-22,03-07-23,United States,51,Male,Smartphone,1 Month
+1166,Premium,13,02-07-22,02-07-23,United States,39,Female,Tablet,1 Month
+1167,Basic,12,03-07-22,02-07-23,Canada,45,Male,Tablet,1 Month
+1168,Standard,13,05-07-22,02-07-23,United Kingdom,42,Male,Laptop,1 Month
+1169,Standard,13,15-07-22,02-07-23,Australia,48,Male,Smartphone,1 Month
+1170,Basic,11,20-07-22,02-07-23,Germany,33,Male,Smart TV,1 Month
+1171,Premium,14,27-07-22,02-07-23,France,47,Female,Smartphone,1 Month
+1172,Basic,11,29-07-22,04-07-23,Brazil,51,Female,Smart TV,1 Month
+1173,Standard,11,03-08-22,01-07-23,Mexico,27,Male,Smartphone,1 Month
+1174,Premium,11,18-08-22,04-07-23,Spain,44,Female,Laptop,1 Month
+1175,Basic,12,23-08-22,02-07-23,Italy,41,Male,Laptop,1 Month
+1176,Premium,11,27-08-22,05-07-23,Spain,37,Male,Smart TV,1 Month
+1177,Basic,15,01-09-22,02-07-23,Spain,48,Male,Tablet,1 Month
+1178,Standard,12,03-09-22,04-07-23,United States,30,Male,Smart TV,1 Month
+1179,Standard,14,05-09-22,02-07-23,Canada,44,Female,Smartphone,1 Month
+1180,Basic,14,09-09-22,04-07-23,United States,34,Female,Smart TV,1 Month
+1181,Premium,15,11-09-22,01-07-23,United States,40,Female,Laptop,1 Month
+1182,Basic,14,17-09-22,04-07-23,Canada,28,Female,Smartphone,1 Month
+1183,Standard,15,19-09-22,02-07-23,United Kingdom,44,Female,Tablet,1 Month
+1184,Premium,13,28-09-22,03-07-23,Australia,38,Female,Laptop,1 Month
+1185,Basic,14,06-10-22,02-07-23,Germany,49,Male,Smart TV,1 Month
+1186,Premium,13,07-10-22,05-07-23,France,32,Female,Smart TV,1 Month
+1187,Basic,14,09-10-22,01-07-23,Brazil,47,Female,Smart TV,1 Month
+1188,Standard,10,10-10-22,03-07-23,Mexico,44,Male,Tablet,1 Month
+1189,Standard,12,11-10-22,03-07-23,Spain,33,Male,Smartphone,1 Month
+1190,Basic,15,12-10-22,04-07-23,Italy,32,Male,Laptop,1 Month
+1191,Premium,12,13-10-22,01-07-23,Spain,27,Female,Smartphone,1 Month
+1192,Basic,11,14-10-22,03-07-23,Spain,37,Male,Laptop,1 Month
+1193,Standard,14,16-10-22,03-07-23,United States,34,Male,Tablet,1 Month
+1194,Premium,15,19-10-22,04-07-23,Canada,40,Male,Smart TV,1 Month
+1195,Basic,12,23-10-22,02-07-23,United States,45,Female,Smart TV,1 Month
+1196,Basic,13,24-10-22,03-07-23,United States,29,Female,Tablet,1 Month
+1197,Basic,14,25-10-22,03-07-23,Canada,35,Male,Smart TV,1 Month
+1198,Standard,10,01-11-22,04-07-23,United Kingdom,38,Female,Laptop,1 Month
+1199,Premium,11,02-11-22,04-07-23,Australia,48,Female,Smart TV,1 Month
+1200,Basic,12,04-11-22,06-07-23,Germany,36,Male,Smartphone,1 Month
+1201,Basic,10,06-11-22,03-07-23,France,41,Male,Smart TV,1 Month
+1202,Premium,15,06-11-22,03-07-23,Brazil,27,Male,Smart TV,1 Month
+1203,Standard,12,04-11-22,04-07-23,Mexico,41,Male,Smart TV,1 Month
+1204,Standard,13,30-10-22,05-07-23,Spain,42,Male,Laptop,1 Month
+1205,Basic,12,27-10-22,03-07-23,Italy,40,Female,Laptop,1 Month
+1206,Premium,13,23-10-22,04-07-23,Spain,32,Male,Smart TV,1 Month
+1207,Standard,12,23-10-22,04-07-23,Spain,33,Male,Smart TV,1 Month
+1208,Basic,11,24-09-22,04-07-23,United States,34,Male,Smartphone,1 Month
+1209,Standard,11,22-09-22,02-07-23,Canada,29,Male,Tablet,1 Month
+1210,Premium,14,06-09-22,03-07-23,United States,50,Male,Smart TV,1 Month
+1211,Basic,10,23-08-22,04-07-23,United States,29,Female,Laptop,1 Month
+1212,Premium,13,21-08-22,04-07-23,Canada,40,Female,Tablet,1 Month
+1213,Standard,10,16-08-22,02-07-23,United Kingdom,27,Male,Smart TV,1 Month
+1214,Basic,10,09-08-22,03-07-23,Australia,51,Female,Smartphone,1 Month
+1215,Standard,13,04-08-22,03-07-23,Germany,41,Female,Laptop,1 Month
+1216,Premium,15,28-07-22,04-07-23,France,28,Female,Tablet,1 Month
+1217,Basic,12,12-07-22,01-07-23,Brazil,42,Male,Laptop,1 Month
+1218,Standard,13,11-07-22,03-07-23,Mexico,40,Male,Laptop,1 Month
+1219,Premium,12,06-07-22,04-07-23,Spain,48,Female,Smartphone,1 Month
+1220,Basic,13,01-07-22,03-07-23,Italy,28,Male,Smart TV,1 Month
+1221,Premium,15,02-07-22,01-07-23,Spain,40,Male,Smart TV,1 Month
+1222,Basic,15,30-06-22,03-07-23,Spain,33,Female,Tablet,1 Month
+1223,Standard,12,30-06-22,03-07-23,United States,33,Male,Smartphone,1 Month
+1224,Standard,15,30-06-22,03-07-23,Canada,47,Female,Smartphone,1 Month
+1225,Basic,13,30-06-22,01-07-23,United States,50,Female,Smart TV,1 Month
+1226,Premium,15,29-06-22,03-07-23,United States,38,Male,Smartphone,1 Month
+1227,Basic,15,27-06-22,04-07-23,Canada,36,Female,Tablet,1 Month
+1228,Standard,15,26-06-22,03-07-23,United Kingdom,38,Female,Tablet,1 Month
+1229,Premium,12,24-06-22,01-07-23,Australia,49,Male,Smartphone,1 Month
+1230,Basic,12,25-06-22,03-07-23,Germany,40,Female,Smart TV,1 Month
+1231,Premium,13,24-06-22,03-07-23,France,51,Male,Tablet,1 Month
+1232,Basic,11,22-06-22,03-07-23,Brazil,42,Female,Smartphone,1 Month
+1233,Standard,13,23-06-22,03-07-23,Mexico,41,Female,Smartphone,1 Month
+1234,Standard,12,25-06-22,03-07-23,Spain,48,Female,Smartphone,1 Month
+1235,Basic,13,29-06-22,03-07-23,Italy,39,Female,Tablet,1 Month
+1236,Premium,15,01-07-22,02-07-23,Spain,35,Female,Tablet,1 Month
+1237,Basic,11,05-07-22,02-07-23,Spain,32,Female,Tablet,1 Month
+1238,Standard,12,12-07-22,04-07-23,United States,28,Female,Smartphone,1 Month
+1239,Premium,11,16-07-22,02-07-23,Canada,27,Male,Laptop,1 Month
+1240,Basic,11,20-07-22,04-07-23,United States,30,Female,Laptop,1 Month
+1241,Premium,14,28-07-22,02-07-23,United States,47,Female,Laptop,1 Month
+1242,Basic,14,31-07-22,05-07-23,Canada,49,Female,Tablet,1 Month
+1243,Standard,14,14-08-22,02-07-23,United Kingdom,43,Female,Smartphone,1 Month
+1244,Standard,12,16-08-22,04-07-23,Australia,42,Male,Tablet,1 Month
+1245,Basic,14,18-08-22,03-07-23,Germany,29,Female,Smartphone,1 Month
+1246,Premium,15,27-08-22,05-07-23,France,35,Female,Smartphone,1 Month
+1247,Basic,13,01-09-22,02-07-23,Brazil,41,Female,Smartphone,1 Month
+1248,Standard,13,03-09-22,05-07-23,Mexico,47,Female,Smart TV,1 Month
+1249,Premium,14,07-09-22,03-07-23,Spain,28,Female,Smart TV,1 Month
+1250,Basic,10,08-09-22,04-07-23,Italy,44,Female,Smartphone,1 Month
+1251,Premium,10,14-09-22,03-07-23,Spain,28,Female,Tablet,1 Month
+1252,Basic,11,15-09-22,05-07-23,Spain,51,Male,Laptop,1 Month
+1253,Standard,11,27-09-22,02-07-23,United States,48,Male,Laptop,1 Month
+1254,Standard,14,30-09-22,04-07-23,Canada,49,Female,Tablet,1 Month
+1255,Basic,10,02-10-22,04-07-23,United States,50,Male,Smart TV,1 Month
+1256,Premium,13,03-10-22,05-07-23,United States,43,Male,Laptop,1 Month
+1257,Basic,14,05-10-22,01-07-23,Canada,32,Male,Smart TV,1 Month
+1258,Standard,15,10-10-22,03-07-23,United Kingdom,42,Female,Tablet,1 Month
+1259,Premium,13,11-10-22,03-07-23,Australia,41,Female,Laptop,1 Month
+1260,Basic,11,13-10-22,04-07-23,Germany,31,Male,Laptop,1 Month
+1261,Premium,11,14-10-22,02-07-23,France,37,Female,Smart TV,1 Month
+1262,Basic,12,16-10-22,03-07-23,Brazil,46,Male,Smart TV,1 Month
+1263,Standard,14,18-10-22,03-07-23,Mexico,30,Female,Tablet,1 Month
+1264,Standard,11,22-10-22,05-07-23,Spain,30,Female,Smart TV,1 Month
+1265,Basic,10,24-10-22,03-07-23,Italy,34,Female,Tablet,1 Month
+1266,Premium,15,25-10-22,04-07-23,Spain,47,Female,Laptop,1 Month
+1267,Basic,14,29-10-22,03-07-23,Spain,41,Male,Tablet,1 Month
+1268,Standard,13,02-11-22,04-07-23,United States,42,Female,Laptop,1 Month
+1269,Premium,12,03-11-22,05-07-23,Canada,48,Female,Smartphone,1 Month
+1270,Basic,11,04-11-22,06-07-23,United States,30,Female,Smart TV,1 Month
+1271,Basic,13,05-11-22,03-07-23,United States,51,Male,Smartphone,1 Month
+1272,Basic,13,05-11-22,04-07-23,Canada,27,Male,Smartphone,1 Month
+1273,Standard,13,31-10-22,04-07-23,United Kingdom,38,Male,Tablet,1 Month
+1274,Premium,12,27-10-22,05-07-23,Australia,29,Female,Smart TV,1 Month
+1275,Basic,11,25-10-22,03-07-23,Germany,40,Female,Smartphone,1 Month
+1276,Basic,12,26-10-22,04-07-23,France,31,Female,Laptop,1 Month
+1277,Premium,11,30-09-22,04-07-23,Brazil,30,Male,Smartphone,1 Month
+1278,Standard,13,27-09-22,05-07-23,Mexico,44,Male,Laptop,1 Month
+1279,Standard,14,12-09-22,03-07-23,Spain,34,Female,Tablet,1 Month
+1280,Basic,14,25-08-22,04-07-23,Italy,28,Female,Laptop,1 Month
+1281,Premium,13,25-08-22,04-07-23,Spain,41,Female,Laptop,1 Month
+1282,Standard,12,22-08-22,05-07-23,Spain,43,Male,Tablet,1 Month
+1283,Basic,10,17-08-22,02-07-23,United States,33,Male,Laptop,1 Month
+1284,Standard,12,09-08-22,03-07-23,Canada,32,Female,Tablet,1 Month
+1285,Premium,10,06-08-22,04-07-23,United States,39,Male,Smart TV,1 Month
+1286,Basic,15,17-07-22,04-07-23,United States,37,Male,Laptop,1 Month
+1287,Premium,11,12-07-22,02-07-23,Canada,46,Male,Tablet,1 Month
+1288,Standard,11,12-07-22,03-07-23,United Kingdom,39,Male,Smartphone,1 Month
+1289,Basic,12,02-07-22,04-07-23,Australia,46,Female,Tablet,1 Month
+1290,Standard,13,02-07-22,03-07-23,Germany,43,Male,Laptop,1 Month
+1291,Premium,10,30-06-22,02-07-23,France,32,Female,Laptop,1 Month
+1292,Basic,12,30-06-22,04-07-23,Brazil,30,Female,Smart TV,1 Month
+1293,Standard,11,01-07-22,04-07-23,Mexico,40,Female,Tablet,1 Month
+1294,Premium,11,30-06-22,04-07-23,Spain,51,Female,Smartphone,1 Month
+1295,Basic,10,29-06-22,02-07-23,Italy,40,Female,Smartphone,1 Month
+1296,Premium,12,30-06-22,03-07-23,Spain,28,Male,Smart TV,1 Month
+1297,Basic,14,29-06-22,04-07-23,Spain,51,Female,Smartphone,1 Month
+1298,Standard,14,26-06-22,03-07-23,United States,27,Male,Laptop,1 Month
+1299,Standard,14,27-06-22,01-07-23,Canada,35,Male,Smart TV,1 Month
+1300,Basic,11,24-06-22,03-07-23,United States,37,Male,Laptop,1 Month
+1301,Premium,14,23-06-22,04-07-23,United States,51,Male,Smart TV,1 Month
+1302,Basic,11,23-06-22,03-07-23,Canada,40,Male,Smart TV,1 Month
+1303,Standard,14,25-06-22,03-07-23,United Kingdom,38,Male,Laptop,1 Month
+1304,Premium,11,28-06-22,03-07-23,Australia,48,Female,Laptop,1 Month
+1305,Basic,11,01-07-22,03-07-23,Germany,49,Male,Smartphone,1 Month
+1306,Premium,15,02-07-22,05-07-23,France,33,Female,Laptop,1 Month
+1307,Basic,10,06-07-22,03-07-23,Brazil,34,Female,Tablet,1 Month
+1308,Standard,15,12-07-22,06-07-23,Mexico,39,Male,Tablet,1 Month
+1309,Standard,13,17-07-22,02-07-23,Spain,37,Female,Tablet,1 Month
+1310,Basic,15,23-07-22,05-07-23,Italy,44,Male,Laptop,1 Month
+1311,Premium,15,29-07-22,04-07-23,Spain,35,Male,Tablet,1 Month
+1312,Basic,11,06-08-22,06-07-23,Spain,31,Female,Laptop,1 Month
+1313,Standard,10,09-08-22,02-07-23,United States,39,Male,Smart TV,1 Month
+1314,Premium,13,14-08-22,05-07-23,Canada,38,Male,Tablet,1 Month
+1315,Basic,11,20-08-22,03-07-23,United States,42,Male,Smartphone,1 Month
+1316,Premium,12,28-08-22,05-07-23,United States,48,Female,Tablet,1 Month
+1317,Basic,11,02-09-22,03-07-23,Canada,31,Male,Tablet,1 Month
+1318,Standard,11,04-09-22,05-07-23,United Kingdom,42,Male,Smartphone,1 Month
+1319,Standard,14,06-09-22,03-07-23,Australia,35,Male,Smartphone,1 Month
+1320,Basic,10,14-09-22,05-07-23,Germany,39,Male,Laptop,1 Month
+1321,Premium,13,15-09-22,04-07-23,France,50,Female,Tablet,1 Month
+1322,Basic,11,16-09-22,06-07-23,Brazil,40,Male,Smartphone,1 Month
+1323,Standard,10,28-09-22,02-07-23,Mexico,29,Male,Smartphone,1 Month
+1324,Premium,10,02-10-22,04-07-23,Spain,48,Female,Smart TV,1 Month
+1325,Basic,15,03-10-22,04-07-23,Italy,34,Male,Smartphone,1 Month
+1326,Premium,10,05-10-22,05-07-23,Spain,48,Male,Smartphone,1 Month
+1327,Basic,12,07-10-22,02-07-23,Spain,48,Male,Laptop,1 Month
+1328,Standard,12,09-10-22,04-07-23,United States,35,Female,Tablet,1 Month
+1329,Standard,11,11-10-22,04-07-23,Canada,29,Male,Laptop,1 Month
+1330,Basic,14,13-10-22,05-07-23,United States,47,Female,Smart TV,1 Month
+1331,Premium,12,15-10-22,02-07-23,United States,36,Male,Smartphone,1 Month
+1332,Basic,12,17-10-22,04-07-23,Canada,40,Female,Smartphone,1 Month
+1333,Standard,14,21-10-22,04-07-23,United Kingdom,51,Male,Tablet,1 Month
+1334,Premium,12,23-10-22,05-07-23,Australia,37,Male,Smart TV,1 Month
+1335,Basic,12,24-10-22,06-07-23,Germany,36,Male,Tablet,1 Month
+1336,Premium,12,28-10-22,04-07-23,France,45,Male,Tablet,1 Month
+1337,Basic,11,31-10-22,04-07-23,Brazil,31,Female,Tablet,1 Month
+1338,Standard,14,03-11-22,04-07-23,Mexico,45,Female,Laptop,1 Month
+1339,Standard,11,04-11-22,05-07-23,Spain,30,Male,Laptop,1 Month
+1340,Basic,14,05-11-22,06-07-23,Italy,40,Female,Smartphone,1 Month
+1341,Premium,14,06-11-22,04-07-23,Spain,44,Female,Smart TV,1 Month
+1342,Basic,12,01-11-22,05-07-23,Spain,36,Female,Laptop,1 Month
+1343,Standard,10,01-11-22,05-07-23,United States,36,Male,Tablet,1 Month
+1344,Premium,11,29-10-22,05-07-23,Canada,32,Female,Smartphone,1 Month
+1345,Basic,10,27-10-22,03-07-23,United States,46,Male,Smart TV,1 Month
+1346,Basic,12,16-10-22,04-07-23,United States,39,Female,Smart TV,1 Month
+1347,Basic,13,14-10-22,04-07-23,Canada,30,Male,Smart TV,1 Month
+1348,Standard,13,14-09-22,05-07-23,United Kingdom,34,Male,Laptop,1 Month
+1349,Premium,14,03-09-22,03-07-23,Australia,28,Male,Laptop,1 Month
+1350,Basic,13,27-08-22,04-07-23,Germany,39,Female,Smartphone,1 Month
+1351,Basic,12,27-08-22,05-07-23,France,34,Female,Laptop,1 Month
+1352,Premium,13,21-08-22,05-07-23,Brazil,42,Male,Laptop,1 Month
+1353,Standard,13,13-08-22,02-07-23,Mexico,29,Female,Tablet,1 Month
+1354,Standard,13,12-08-22,04-07-23,Spain,29,Male,Tablet,1 Month
+1355,Basic,12,24-07-22,04-07-23,Italy,30,Male,Tablet,1 Month
+1356,Premium,11,24-07-22,04-07-23,Spain,51,Male,Smartphone,1 Month
+1357,Standard,11,12-07-22,02-07-23,Spain,51,Male,Smart TV,1 Month
+1358,Basic,13,09-07-22,04-07-23,United States,44,Male,Tablet,1 Month
+1359,Standard,13,09-07-22,05-07-23,Canada,35,Male,Laptop,1 Month
+1360,Premium,10,10-07-22,04-07-23,United States,39,Male,Smart TV,1 Month
+1361,Basic,12,02-07-22,02-07-23,United States,41,Female,Laptop,1 Month
+1362,Premium,13,02-07-22,04-07-23,Canada,44,Female,Laptop,1 Month
+1363,Standard,11,01-07-22,05-07-23,United Kingdom,29,Male,Laptop,1 Month
+1364,Basic,14,01-07-22,04-07-23,Australia,47,Male,Tablet,1 Month
+1365,Standard,10,30-06-22,02-07-23,Germany,28,Female,Smartphone,1 Month
+1366,Premium,15,29-06-22,04-07-23,France,45,Male,Laptop,1 Month
+1367,Basic,11,26-06-22,04-07-23,Brazil,28,Female,Smartphone,1 Month
+1368,Standard,14,27-06-22,03-07-23,Mexico,31,Female,Laptop,1 Month
+1369,Premium,13,25-06-22,03-07-23,Spain,47,Female,Laptop,1 Month
+1370,Basic,13,23-06-22,04-07-23,Italy,42,Female,Tablet,1 Month
+1371,Premium,14,24-06-22,04-07-23,Spain,34,Female,Laptop,1 Month
+1372,Basic,12,25-06-22,05-07-23,Spain,40,Female,Laptop,1 Month
+1373,Standard,13,26-06-22,04-07-23,United States,42,Female,Laptop,1 Month
+1374,Standard,14,27-06-22,07-07-23,Canada,33,Male,Smart TV,1 Month
+1375,Basic,12,30-06-22,03-07-23,United States,30,Male,Laptop,1 Month
+1376,Premium,14,03-07-22,05-07-23,United States,29,Male,Tablet,1 Month
+1377,Basic,13,09-07-22,04-07-23,Canada,31,Male,Smart TV,1 Month
+1378,Standard,14,17-07-22,06-07-23,United Kingdom,46,Female,Smart TV,1 Month
+1379,Premium,11,22-07-22,03-07-23,Australia,46,Female,Smartphone,1 Month
+1380,Basic,11,28-07-22,05-07-23,Germany,47,Male,Laptop,1 Month
+1381,Premium,12,04-08-22,04-07-23,France,48,Female,Smart TV,1 Month
+1382,Basic,13,08-08-22,06-07-23,Brazil,32,Female,Smart TV,1 Month
+1383,Standard,13,13-08-22,04-07-23,Mexico,51,Female,Tablet,1 Month
+1384,Standard,13,17-08-22,05-07-23,Spain,33,Male,Smart TV,1 Month
+1385,Basic,15,20-08-22,04-07-23,Italy,43,Male,Smartphone,1 Month
+1386,Premium,14,28-08-22,06-07-23,Spain,43,Female,Smart TV,1 Month
+1387,Basic,13,29-08-22,04-07-23,Spain,42,Male,Smart TV,1 Month
+1388,Standard,15,03-09-22,05-07-23,United States,30,Male,Smartphone,1 Month
+1389,Premium,13,10-09-22,03-07-23,Canada,50,Male,Smartphone,1 Month
+1390,Basic,11,13-09-22,05-07-23,United States,51,Female,Laptop,1 Month
+1391,Premium,14,15-09-22,04-07-23,United States,36,Female,Tablet,1 Month
+1392,Basic,13,25-09-22,06-07-23,Canada,41,Female,Tablet,1 Month
+1393,Standard,10,01-10-22,03-07-23,United Kingdom,37,Male,Smart TV,1 Month
+1394,Standard,11,02-10-22,04-07-23,Australia,30,Female,Tablet,1 Month
+1395,Basic,11,05-10-22,04-07-23,Germany,50,Female,Tablet,1 Month
+1396,Premium,14,06-10-22,05-07-23,France,41,Female,Smart TV,1 Month
+1397,Basic,14,07-10-22,03-07-23,Brazil,29,Female,Laptop,1 Month
+1398,Standard,12,10-10-22,04-07-23,Mexico,43,Male,Smart TV,1 Month
+1399,Premium,12,12-10-22,04-07-23,Spain,31,Female,Smart TV,1 Month
+1400,Basic,14,15-10-22,06-07-23,Italy,40,Male,Laptop,1 Month
+1401,Premium,12,17-10-22,05-07-23,Spain,35,Female,Smart TV,1 Month
+1402,Basic,13,21-10-22,04-07-23,Spain,39,Female,Laptop,1 Month
+1403,Standard,14,23-10-22,05-07-23,United States,48,Male,Laptop,1 Month
+1404,Standard,14,24-10-22,05-07-23,Canada,42,Female,Tablet,1 Month
+1405,Basic,11,27-10-22,06-07-23,United States,48,Female,Smart TV,1 Month
+1406,Premium,10,30-10-22,07-07-23,United States,33,Female,Smart TV,1 Month
+1407,Basic,14,31-10-22,04-07-23,Canada,45,Female,Smart TV,1 Month
+1408,Standard,14,03-11-22,04-07-23,United Kingdom,40,Female,Smart TV,1 Month
+1409,Premium,15,05-11-22,06-07-23,Australia,38,Male,Tablet,1 Month
+1410,Basic,14,06-11-22,06-07-23,Germany,31,Female,Tablet,1 Month
+1411,Premium,14,01-11-22,04-07-23,France,33,Female,Smart TV,1 Month
+1412,Basic,15,02-11-22,05-07-23,Brazil,27,Male,Laptop,1 Month
+1413,Standard,13,02-11-22,05-07-23,Mexico,47,Male,Smartphone,1 Month
+1414,Standard,15,01-11-22,06-07-23,Spain,41,Male,Tablet,1 Month
+1415,Basic,11,17-10-22,03-07-23,Italy,32,Female,Smart TV,1 Month
+1416,Premium,11,18-10-22,05-07-23,Spain,31,Male,Smart TV,1 Month
+1417,Basic,13,28-09-22,05-07-23,Spain,43,Female,Tablet,1 Month
+1418,Standard,15,23-09-22,05-07-23,United States,42,Female,Smart TV,1 Month
+1419,Premium,15,22-09-22,03-07-23,Canada,46,Male,Smartphone,1 Month
+1420,Basic,12,31-08-22,04-07-23,United States,27,Female,Smartphone,1 Month
+1421,Basic,15,28-08-22,05-07-23,United States,48,Female,Smart TV,1 Month
+1422,Basic,15,27-08-22,05-07-23,Canada,49,Male,Laptop,1 Month
+1423,Standard,12,17-08-22,03-07-23,United Kingdom,43,Male,Smart TV,1 Month
+1424,Premium,14,09-08-22,04-07-23,Australia,38,Male,Laptop,1 Month
+1425,Basic,13,24-07-22,05-07-23,Germany,37,Male,Smartphone,1 Month
+1426,Basic,12,16-07-22,04-07-23,France,39,Female,Smart TV,1 Month
+1427,Premium,10,15-07-22,03-07-23,Brazil,40,Male,Tablet,1 Month
+1428,Standard,12,12-07-22,05-07-23,Mexico,40,Male,Smart TV,1 Month
+1429,Standard,12,12-07-22,06-07-23,Spain,48,Male,Laptop,1 Month
+1430,Basic,13,09-07-22,05-07-23,Italy,43,Female,Smart TV,1 Month
+1431,Premium,10,05-07-22,02-07-23,Spain,46,Male,Laptop,1 Month
+1432,Standard,11,05-07-22,05-07-23,Spain,43,Male,Smartphone,1 Month
+1433,Basic,10,03-07-22,05-07-23,United States,30,Female,Tablet,1 Month
+1434,Standard,13,01-07-22,04-07-23,Canada,51,Female,Laptop,1 Month
+1435,Premium,12,30-06-22,03-07-23,United States,30,Male,Smartphone,1 Month
+1436,Basic,14,27-06-22,04-07-23,United States,47,Female,Smart TV,1 Month
+1437,Premium,13,28-06-22,04-07-23,Canada,41,Male,Laptop,1 Month
+1438,Standard,10,28-06-22,05-07-23,United Kingdom,45,Female,Smartphone,1 Month
+1439,Basic,14,24-06-22,04-07-23,Australia,47,Female,Laptop,1 Month
+1440,Standard,11,24-06-22,05-07-23,Germany,48,Female,Smart TV,1 Month
+1441,Premium,11,25-06-22,04-07-23,France,51,Female,Tablet,1 Month
+1442,Basic,10,26-06-22,06-07-23,Brazil,29,Male,Smart TV,1 Month
+1443,Standard,13,27-06-22,05-07-23,Mexico,43,Female,Laptop,1 Month
+1444,Premium,13,29-06-22,07-07-23,Spain,49,Female,Tablet,1 Month
+1445,Basic,11,02-07-22,03-07-23,Italy,37,Male,Smartphone,1 Month
+1446,Premium,13,07-07-22,05-07-23,Spain,48,Male,Tablet,1 Month
+1447,Basic,11,13-07-22,05-07-23,Spain,36,Female,Tablet,1 Month
+1448,Standard,14,18-07-22,07-07-23,United States,33,Female,Laptop,1 Month
+1449,Standard,14,24-07-22,04-07-23,Canada,38,Female,Laptop,1 Month
+1450,Basic,12,31-07-22,06-07-23,United States,42,Female,Smartphone,1 Month
+1451,Premium,15,01-08-22,05-07-23,United States,30,Female,Tablet,1 Month
+1452,Basic,10,08-08-22,06-07-23,Canada,39,Male,Smart TV,1 Month
+1453,Standard,14,13-08-22,04-07-23,United Kingdom,36,Male,Smartphone,1 Month
+1454,Premium,11,14-08-22,06-07-23,Australia,27,Female,Smartphone,1 Month
+1455,Basic,11,23-08-22,04-07-23,Germany,49,Male,Smart TV,1 Month
+1456,Premium,14,27-08-22,06-07-23,France,31,Male,Laptop,1 Month
+1457,Basic,10,31-08-22,05-07-23,Brazil,36,Male,Laptop,1 Month
+1458,Standard,14,09-09-22,06-07-23,Mexico,41,Female,Tablet,1 Month
+1459,Standard,10,10-09-22,04-07-23,Spain,45,Female,Laptop,1 Month
+1460,Basic,14,12-09-22,05-07-23,Italy,45,Male,Smart TV,1 Month
+1461,Premium,11,17-09-22,05-07-23,Spain,32,Male,Smart TV,1 Month
+1462,Basic,13,21-09-22,06-07-23,Spain,41,Female,Smartphone,1 Month
+1463,Standard,11,02-10-22,03-07-23,United States,37,Male,Smart TV,1 Month
+1464,Premium,10,04-10-22,05-07-23,Canada,27,Male,Laptop,1 Month
+1465,Basic,14,06-10-22,04-07-23,United States,41,Male,Laptop,1 Month
+1466,Premium,13,07-10-22,06-07-23,United States,30,Female,Smart TV,1 Month
+1467,Basic,12,08-10-22,04-07-23,Canada,43,Male,Smartphone,1 Month
+1468,Standard,12,11-10-22,05-07-23,United Kingdom,51,Male,Laptop,1 Month
+1469,Standard,12,13-10-22,04-07-23,Australia,46,Female,Smart TV,1 Month
+1470,Basic,10,15-10-22,06-07-23,Germany,27,Female,Tablet,1 Month
+1471,Premium,10,19-10-22,06-07-23,France,51,Female,Smartphone,1 Month
+1472,Basic,14,21-10-22,06-07-23,Brazil,28,Female,Laptop,1 Month
+1473,Standard,14,23-10-22,05-07-23,Mexico,33,Male,Smartphone,1 Month
+1474,Premium,12,26-10-22,05-07-23,Spain,31,Female,Laptop,1 Month
+1475,Basic,13,27-10-22,06-07-23,Italy,47,Male,Laptop,1 Month
+1476,Premium,10,31-10-22,07-07-23,Spain,45,Female,Tablet,1 Month
+1477,Basic,13,03-11-22,05-07-23,Spain,42,Male,Smart TV,1 Month
+1478,Standard,15,05-11-22,06-07-23,United States,47,Female,Smart TV,1 Month
+1479,Standard,12,06-11-22,06-07-23,Canada,29,Female,Smart TV,1 Month
+1480,Basic,13,03-11-22,07-07-23,United States,49,Female,Laptop,1 Month
+1481,Premium,14,03-11-22,04-07-23,United States,41,Female,Laptop,1 Month
+1482,Basic,13,04-11-22,05-07-23,Canada,45,Male,Smartphone,1 Month
+1483,Standard,14,02-11-22,06-07-23,United Kingdom,49,Male,Smart TV,1 Month
+1484,Premium,13,27-10-22,06-07-23,Australia,41,Male,Smart TV,1 Month
+1485,Basic,15,27-10-22,04-07-23,Germany,37,Male,Laptop,1 Month
+1486,Premium,14,15-10-22,05-07-23,France,31,Male,Smartphone,1 Month
+1487,Basic,13,03-10-22,05-07-23,Brazil,29,Male,Smartphone,1 Month
+1488,Standard,10,25-09-22,05-07-23,Mexico,51,Female,Smart TV,1 Month
+1489,Standard,12,16-09-22,03-07-23,Spain,33,Male,Smart TV,1 Month
+1490,Basic,12,14-09-22,04-07-23,Italy,31,Male,Smartphone,1 Month
+1491,Premium,11,11-09-22,05-07-23,Spain,42,Female,Laptop,1 Month
+1492,Basic,15,09-09-22,05-07-23,Spain,48,Female,Laptop,1 Month
+1493,Standard,13,12-08-22,03-07-23,United States,37,Female,Laptop,1 Month
+1494,Premium,13,04-08-22,06-07-23,Canada,51,Female,Smartphone,1 Month
+1495,Basic,12,04-08-22,06-07-23,United States,29,Female,Tablet,1 Month
+1496,Basic,13,31-07-22,05-07-23,United States,46,Male,Tablet,1 Month
+1497,Basic,15,29-07-22,03-07-23,Canada,35,Male,Smart TV,1 Month
+1498,Standard,15,14-07-22,05-07-23,United Kingdom,44,Female,Smartphone,1 Month
+1499,Premium,12,13-07-22,06-07-23,Australia,36,Male,Smart TV,1 Month
+1500,Basic,14,11-07-22,05-07-23,Germany,38,Female,Tablet,1 Month
+1501,Basic,12,12-07-22,03-07-23,France,36,Male,Smart TV,1 Month
+1502,Premium,14,11-07-22,05-07-23,Brazil,40,Female,Laptop,1 Month
+1503,Standard,10,02-07-22,05-07-23,Mexico,29,Male,Laptop,1 Month
+1504,Standard,11,30-06-22,06-07-23,Spain,32,Male,Smart TV,1 Month
+1505,Basic,12,30-06-22,05-07-23,Italy,30,Male,Laptop,1 Month
+1506,Premium,10,29-06-22,05-07-23,Spain,47,Male,Smartphone,1 Month
+1507,Standard,15,30-06-22,04-07-23,Spain,28,Female,Tablet,1 Month
+1508,Basic,11,24-06-22,05-07-23,United States,49,Male,Laptop,1 Month
+1509,Standard,12,25-06-22,04-07-23,Canada,50,Male,Smartphone,1 Month
+1510,Premium,11,25-06-22,07-07-23,United States,33,Male,Smart TV,1 Month
+1511,Basic,13,26-06-22,04-07-23,United States,50,Male,Smart TV,1 Month
+1512,Premium,10,27-06-22,06-07-23,Canada,28,Female,Smart TV,1 Month
+1513,Standard,12,29-06-22,06-07-23,United Kingdom,41,Male,Smartphone,1 Month
+1514,Basic,12,01-07-22,07-07-23,Australia,30,Female,Smartphone,1 Month
+1515,Standard,10,03-07-22,04-07-23,Germany,32,Male,Smart TV,1 Month
+1516,Premium,15,12-07-22,07-07-23,France,50,Male,Laptop,1 Month
+1517,Basic,11,15-07-22,05-07-23,Brazil,28,Female,Smart TV,1 Month
+1518,Standard,13,19-07-22,07-07-23,Mexico,45,Male,Smart TV,1 Month
+1519,Premium,14,27-07-22,05-07-23,Spain,31,Male,Tablet,1 Month
+1520,Basic,11,29-07-22,06-07-23,Italy,27,Female,Smartphone,1 Month
+1521,Premium,11,06-08-22,05-07-23,Spain,49,Male,Tablet,1 Month
+1522,Basic,10,13-08-22,06-07-23,Spain,32,Female,Laptop,1 Month
+1523,Standard,13,14-08-22,05-07-23,United States,38,Male,Smart TV,1 Month
+1524,Standard,11,20-08-22,07-07-23,Canada,39,Male,Smartphone,1 Month
+1525,Basic,14,24-08-22,04-07-23,United States,50,Female,Tablet,1 Month
+1526,Premium,10,28-08-22,06-07-23,United States,51,Male,Tablet,1 Month
+1527,Basic,15,05-09-22,05-07-23,Canada,32,Female,Smart TV,1 Month
+1528,Standard,12,10-09-22,07-07-23,United Kingdom,45,Female,Smart TV,1 Month
+1529,Premium,12,11-09-22,04-07-23,Australia,31,Female,Laptop,1 Month
+1530,Basic,12,14-09-22,06-07-23,Germany,44,Male,Smartphone,1 Month
+1531,Premium,12,21-09-22,05-07-23,France,30,Female,Tablet,1 Month
+1532,Basic,13,26-09-22,07-07-23,Brazil,44,Female,Tablet,1 Month
+1533,Standard,10,30-09-22,03-07-23,Mexico,37,Male,Tablet,1 Month
+1534,Standard,14,02-10-22,06-07-23,Spain,30,Female,Tablet,1 Month
+1535,Basic,12,06-10-22,05-07-23,Italy,31,Female,Smart TV,1 Month
+1536,Premium,15,07-10-22,06-07-23,Spain,31,Female,Laptop,1 Month
+1537,Basic,15,09-10-22,06-07-23,Spain,44,Male,Tablet,1 Month
+1538,Standard,10,11-10-22,05-07-23,United States,44,Female,Smart TV,1 Month
+1539,Premium,14,12-10-22,05-07-23,Canada,34,Male,Laptop,1 Month
+1540,Basic,12,16-10-22,06-07-23,United States,42,Male,Laptop,1 Month
+1541,Premium,15,17-10-22,07-07-23,United States,33,Male,Smartphone,1 Month
+1542,Basic,11,21-10-22,07-07-23,Canada,35,Male,Smart TV,1 Month
+1543,Standard,15,23-10-22,06-07-23,United Kingdom,34,Female,Laptop,1 Month
+1544,Standard,14,25-10-22,05-07-23,Australia,47,Male,Tablet,1 Month
+1545,Basic,13,27-10-22,06-07-23,Germany,43,Female,Laptop,1 Month
+1546,Premium,13,29-10-22,08-07-23,France,43,Male,Smart TV,1 Month
+1547,Basic,13,01-11-22,05-07-23,Brazil,35,Female,Smartphone,1 Month
+1548,Standard,13,04-11-22,06-07-23,Mexico,39,Male,Tablet,1 Month
+1549,Premium,10,04-11-22,06-07-23,Spain,39,Male,Tablet,1 Month
+1550,Basic,11,04-11-22,07-07-23,Italy,49,Female,Smart TV,1 Month
+1551,Premium,14,05-11-22,04-07-23,Spain,30,Male,Tablet,1 Month
+1552,Basic,12,02-11-22,05-07-23,Spain,31,Female,Tablet,1 Month
+1553,Standard,12,03-11-22,06-07-23,United States,39,Male,Tablet,1 Month
+1554,Standard,14,30-10-22,06-07-23,Canada,30,Female,Laptop,1 Month
+1555,Basic,13,31-10-22,04-07-23,United States,43,Female,Smartphone,1 Month
+1556,Premium,10,14-10-22,05-07-23,United States,29,Female,Smartphone,1 Month
+1557,Basic,14,26-09-22,05-07-23,Canada,46,Male,Smart TV,1 Month
+1558,Standard,15,17-09-22,06-07-23,United Kingdom,35,Male,Smartphone,1 Month
+1559,Premium,12,16-09-22,03-07-23,Australia,30,Male,Tablet,1 Month
+1560,Basic,12,12-09-22,07-07-23,Germany,39,Female,Smart TV,1 Month
+1561,Premium,14,12-09-22,06-07-23,France,41,Male,Laptop,1 Month
+1562,Basic,12,29-08-22,05-07-23,Brazil,27,Male,Smartphone,1 Month
+1563,Standard,15,25-08-22,03-07-23,Mexico,42,Male,Laptop,1 Month
+1564,Standard,11,15-08-22,06-07-23,Spain,45,Female,Tablet,1 Month
+1565,Basic,10,11-08-22,07-07-23,Italy,36,Female,Smart TV,1 Month
+1566,Premium,12,10-08-22,06-07-23,Spain,35,Male,Laptop,1 Month
+1567,Basic,13,26-07-22,04-07-23,Spain,38,Male,Smartphone,1 Month
+1568,Standard,14,19-07-22,06-07-23,United States,41,Female,Smart TV,1 Month
+1569,Premium,10,17-07-22,06-07-23,Canada,43,Male,Tablet,1 Month
+1570,Basic,13,17-07-22,06-07-23,United States,44,Male,Tablet,1 Month
+1571,Basic,10,17-07-22,04-07-23,United States,35,Male,Tablet,1 Month
+1572,Basic,13,11-07-22,06-07-23,Canada,39,Male,Laptop,1 Month
+1573,Standard,15,07-07-22,05-07-23,United Kingdom,43,Male,Smart TV,1 Month
+1574,Premium,10,07-07-22,06-07-23,Australia,36,Male,Smart TV,1 Month
+1575,Basic,11,08-07-22,05-07-23,Germany,49,Female,Laptop,1 Month
+1576,Basic,12,06-07-22,08-07-23,France,29,Female,Smartphone,1 Month
+1577,Premium,10,03-07-22,04-07-23,Brazil,45,Male,Tablet,1 Month
+1578,Standard,11,30-06-22,06-07-23,Mexico,44,Female,Laptop,1 Month
+1579,Standard,11,27-06-22,04-07-23,Spain,40,Female,Smart TV,1 Month
+1580,Basic,15,26-06-22,08-07-23,Italy,51,Female,Smart TV,1 Month
+1581,Premium,15,27-06-22,05-07-23,Spain,30,Female,Smart TV,1 Month
+1582,Standard,14,28-06-22,08-07-23,Spain,50,Male,Smart TV,1 Month
+1583,Basic,12,30-06-22,06-07-23,United States,39,Male,Tablet,1 Month
+1584,Standard,11,02-07-22,07-07-23,Canada,51,Male,Tablet,1 Month
+1585,Premium,10,05-07-22,05-07-23,United States,42,Male,Laptop,1 Month
+1586,Basic,12,11-07-22,07-07-23,United States,34,Female,Tablet,1 Month
+1587,Premium,12,18-07-22,06-07-23,Canada,28,Male,Tablet,1 Month
+1588,Standard,15,25-07-22,07-07-23,United Kingdom,43,Male,Tablet,1 Month
+1589,Basic,11,28-07-22,06-07-23,Australia,27,Female,Tablet,1 Month
+1590,Standard,13,05-08-22,08-07-23,Germany,49,Female,Smart TV,1 Month
+1591,Premium,14,09-08-22,05-07-23,France,35,Female,Laptop,1 Month
+1592,Basic,10,14-08-22,06-07-23,Brazil,34,Male,Tablet,1 Month
+1593,Standard,14,15-08-22,05-07-23,Mexico,28,Male,Smartphone,1 Month
+1594,Premium,15,16-08-22,07-07-23,Spain,49,Female,Tablet,1 Month
+1595,Basic,12,25-08-22,04-07-23,Italy,51,Female,Tablet,1 Month
+1596,Premium,13,27-08-22,06-07-23,Spain,36,Male,Laptop,1 Month
+1597,Basic,13,06-09-22,06-07-23,Spain,37,Male,Smart TV,1 Month
+1598,Standard,11,08-09-22,07-07-23,United States,48,Male,Laptop,1 Month
+1599,Standard,13,13-09-22,04-07-23,Canada,45,Female,Smart TV,1 Month
+1600,Basic,11,15-09-22,06-07-23,United States,39,Male,Tablet,1 Month
+1601,Premium,14,19-09-22,05-07-23,United States,39,Male,Smartphone,1 Month
+1602,Basic,15,22-09-22,07-07-23,Canada,46,Female,Smart TV,1 Month
+1603,Standard,13,24-09-22,06-07-23,United Kingdom,30,Female,Smartphone,1 Month
+1604,Premium,10,30-09-22,06-07-23,Australia,32,Female,Smartphone,1 Month
+1605,Basic,11,03-10-22,05-07-23,Germany,39,Male,Laptop,1 Month
+1606,Premium,15,08-10-22,07-07-23,France,35,Female,Smartphone,1 Month
+1607,Basic,15,09-10-22,07-07-23,Brazil,41,Female,Smartphone,1 Month
+1608,Standard,11,12-10-22,08-07-23,Mexico,32,Female,Smart TV,1 Month
+1609,Standard,14,15-10-22,06-07-23,Spain,41,Female,Smart TV,1 Month
+1610,Basic,14,17-10-22,06-07-23,Italy,36,Female,Smart TV,1 Month
+1611,Premium,15,19-10-22,07-07-23,Spain,49,Male,Laptop,1 Month
+1612,Basic,11,22-10-22,09-07-23,Spain,30,Female,Smartphone,1 Month
+1613,Standard,15,23-10-22,06-07-23,United States,40,Female,Smartphone,1 Month
+1614,Premium,13,27-10-22,07-07-23,Canada,46,Female,Tablet,1 Month
+1615,Basic,11,28-10-22,06-07-23,United States,30,Female,Smart TV,1 Month
+1616,Premium,10,01-11-22,08-07-23,United States,48,Male,Laptop,1 Month
+1617,Basic,11,04-11-22,05-07-23,Canada,50,Male,Tablet,1 Month
+1618,Standard,11,05-11-22,06-07-23,United Kingdom,27,Male,Smart TV,1 Month
+1619,Standard,14,04-11-22,07-07-23,Australia,51,Female,Laptop,1 Month
+1620,Basic,11,05-11-22,07-07-23,Germany,38,Male,Smartphone,1 Month
+1621,Premium,10,04-11-22,05-07-23,France,39,Male,Laptop,1 Month
+1622,Basic,12,05-11-22,05-07-23,Brazil,45,Female,Smart TV,1 Month
+1623,Standard,12,03-11-22,06-07-23,Mexico,29,Male,Laptop,1 Month
+1624,Premium,13,31-10-22,07-07-23,Spain,35,Male,Smartphone,1 Month
+1625,Basic,10,26-10-22,04-07-23,Italy,51,Female,Smart TV,1 Month
+1626,Premium,11,16-10-22,06-07-23,Spain,51,Male,Smart TV,1 Month
+1627,Basic,15,16-10-22,07-07-23,Spain,42,Female,Smartphone,1 Month
+1628,Standard,13,17-09-22,06-07-23,United States,48,Female,Laptop,1 Month
+1629,Standard,14,12-09-22,04-07-23,Canada,40,Male,Smart TV,1 Month
+1630,Basic,13,13-09-22,07-07-23,United States,39,Male,Smart TV,1 Month
+1631,Premium,14,09-09-22,07-07-23,United States,44,Male,Laptop,1 Month
+1632,Basic,14,03-09-22,06-07-23,Canada,27,Female,Laptop,1 Month
+1633,Standard,11,31-08-22,05-07-23,United Kingdom,35,Male,Tablet,1 Month
+1634,Premium,14,25-08-22,07-07-23,Australia,45,Male,Smart TV,1 Month
+1635,Basic,12,15-08-22,07-07-23,Germany,33,Male,Tablet,1 Month
+1636,Premium,10,16-08-22,07-07-23,France,32,Female,Smart TV,1 Month
+1637,Basic,11,28-07-22,05-07-23,Brazil,51,Female,Laptop,1 Month
+1638,Standard,10,28-07-22,06-07-23,Mexico,40,Female,Tablet,1 Month
+1639,Standard,15,22-07-22,06-07-23,Spain,47,Male,Laptop,1 Month
+1640,Basic,13,19-07-22,06-07-23,Italy,42,Male,Smart TV,1 Month
+1641,Premium,10,16-07-22,06-07-23,Spain,41,Male,Tablet,1 Month
+1642,Basic,12,15-07-22,09-07-23,Spain,43,Male,Tablet,1 Month
+1643,Standard,11,16-07-22,05-07-23,United States,42,Female,Tablet,1 Month
+1644,Premium,14,09-07-22,06-07-23,Canada,28,Male,Smartphone,1 Month
+1645,Basic,12,07-07-22,05-07-23,United States,40,Female,Laptop,1 Month
+1646,Basic,15,07-07-22,09-07-23,United States,46,Female,Tablet,1 Month
+1647,Basic,11,06-07-22,05-07-23,Canada,39,Female,Laptop,1 Month
+1648,Standard,15,30-06-22,06-07-23,United Kingdom,41,Female,Smartphone,1 Month
+1649,Premium,15,27-06-22,05-07-23,Australia,30,Male,Tablet,1 Month
+1650,Basic,14,28-06-22,08-07-23,Germany,32,Male,Tablet,1 Month
+1651,Basic,14,28-06-22,06-07-23,France,38,Male,Smart TV,1 Month
+1652,Premium,11,29-06-22,08-07-23,Brazil,38,Male,Tablet,1 Month
+1653,Standard,13,01-07-22,06-07-23,Mexico,32,Male,Smartphone,1 Month
+1654,Standard,14,03-07-22,07-07-23,Spain,27,Male,Tablet,1 Month
+1655,Basic,15,04-07-22,06-07-23,Italy,50,Female,Tablet,1 Month
+1656,Premium,10,10-07-22,07-07-23,Spain,30,Male,Smartphone,1 Month
+1657,Standard,11,23-07-22,06-07-23,Spain,49,Male,Smartphone,1 Month
+1658,Basic,11,24-07-22,07-07-23,United States,32,Female,Laptop,1 Month
+1659,Standard,14,26-07-22,06-07-23,Canada,35,Male,Smartphone,1 Month
+1660,Premium,12,07-08-22,08-07-23,United States,44,Male,Tablet,1 Month
+1661,Basic,13,10-08-22,05-07-23,United States,49,Female,Laptop,1 Month
+1662,Premium,13,14-08-22,06-07-23,Canada,39,Male,Smartphone,1 Month
+1663,Standard,12,16-08-22,06-07-23,United Kingdom,38,Female,Smartphone,1 Month
+1664,Basic,10,20-08-22,08-07-23,Australia,38,Female,Laptop,1 Month
+1665,Standard,11,25-08-22,05-07-23,Germany,37,Male,Smartphone,1 Month
+1666,Premium,11,28-08-22,07-07-23,France,28,Male,Laptop,1 Month
+1667,Basic,11,05-09-22,06-07-23,Brazil,49,Male,Tablet,1 Month
+1668,Standard,13,08-09-22,08-07-23,Mexico,33,Female,Tablet,1 Month
+1669,Premium,10,14-09-22,05-07-23,Spain,48,Male,Tablet,1 Month
+1670,Basic,13,16-09-22,06-07-23,Italy,34,Male,Tablet,1 Month
+1671,Premium,13,19-09-22,06-07-23,Spain,39,Female,Smartphone,1 Month
+1672,Basic,15,23-09-22,07-07-23,Spain,30,Male,Tablet,1 Month
+1673,Standard,10,29-09-22,07-07-23,United States,37,Male,Tablet,1 Month
+1674,Standard,10,02-10-22,06-07-23,Canada,38,Male,Smart TV,1 Month
+1675,Basic,12,08-10-22,05-07-23,United States,42,Female,Laptop,1 Month
+1676,Premium,15,09-10-22,07-07-23,United States,35,Female,Laptop,1 Month
+1677,Basic,14,11-10-22,08-07-23,Canada,30,Male,Tablet,1 Month
+1678,Standard,15,14-10-22,09-07-23,United Kingdom,48,Female,Smart TV,1 Month
+1679,Premium,14,16-10-22,06-07-23,Australia,48,Male,Tablet,1 Month
+1680,Basic,13,18-10-22,07-07-23,Germany,32,Male,Laptop,1 Month
+1681,Premium,15,22-10-22,07-07-23,France,27,Male,Smart TV,1 Month
+1682,Basic,10,23-10-22,09-07-23,Brazil,48,Female,Laptop,1 Month
+1683,Standard,12,26-10-22,06-07-23,Mexico,33,Male,Laptop,1 Month
+1684,Standard,13,27-10-22,07-07-23,Spain,28,Male,Smartphone,1 Month
+1685,Basic,15,31-10-22,07-07-23,Italy,46,Male,Laptop,1 Month
+1686,Premium,11,01-11-22,08-07-23,Spain,40,Male,Laptop,1 Month
+1687,Basic,13,03-11-22,05-07-23,Spain,49,Male,Smartphone,1 Month
+1688,Standard,14,04-11-22,06-07-23,United States,41,Female,Tablet,1 Month
+1689,Premium,13,05-11-22,07-07-23,Canada,38,Male,Tablet,1 Month
+1690,Basic,13,05-11-22,07-07-23,United States,42,Female,Laptop,1 Month
+1691,Premium,13,05-11-22,05-07-23,United States,27,Female,Smart TV,1 Month
+1692,Basic,12,05-11-22,06-07-23,Canada,41,Female,Tablet,1 Month
+1693,Standard,13,03-11-22,07-07-23,United Kingdom,41,Female,Tablet,1 Month
+1694,Standard,11,27-10-22,07-07-23,Australia,49,Male,Laptop,1 Month
+1695,Basic,14,24-10-22,04-07-23,Germany,28,Female,Smartphone,1 Month
+1696,Premium,13,17-10-22,07-07-23,France,44,Male,Laptop,1 Month
+1697,Basic,11,06-10-22,07-07-23,Brazil,47,Female,Tablet,1 Month
+1698,Standard,12,18-09-22,06-07-23,Mexico,29,Male,Tablet,1 Month
+1699,Premium,10,17-09-22,04-07-23,Spain,31,Female,Laptop,1 Month
+1700,Basic,12,13-09-22,08-07-23,Italy,28,Female,Smart TV,1 Month
+1701,Premium,15,09-09-22,07-07-23,Spain,32,Male,Smart TV,1 Month
+1702,Basic,12,02-09-22,07-07-23,Spain,43,Male,Smartphone,1 Month
+1703,Standard,13,01-09-22,06-07-23,United States,48,Male,Smart TV,1 Month
+1704,Standard,10,16-08-22,07-07-23,Canada,28,Male,Laptop,1 Month
+1705,Basic,14,17-08-22,07-07-23,United States,31,Female,Tablet,1 Month
+1706,Premium,15,29-07-22,07-07-23,United States,47,Male,Laptop,1 Month
+1707,Basic,13,28-07-22,06-07-23,Canada,39,Female,Smartphone,1 Month
+1708,Standard,13,25-07-22,07-07-23,United Kingdom,35,Male,Smartphone,1 Month
+1709,Premium,10,26-07-22,06-07-23,Australia,42,Female,Smartphone,1 Month
+1710,Basic,11,17-07-22,07-07-23,Germany,30,Male,Smart TV,1 Month
+1711,Premium,14,16-07-22,06-07-23,France,34,Male,Smartphone,1 Month
+1712,Basic,11,17-07-22,09-07-23,Brazil,35,Male,Smartphone,1 Month
+1713,Standard,12,16-07-22,06-07-23,Mexico,31,Female,Tablet,1 Month
+1714,Standard,14,16-07-22,07-07-23,Spain,36,Female,Tablet,1 Month
+1715,Basic,14,12-07-22,06-07-23,Italy,31,Female,Laptop,1 Month
+1716,Premium,11,10-07-22,09-07-23,Spain,32,Male,Smart TV,1 Month
+1717,Basic,10,08-07-22,07-07-23,Spain,46,Female,Smartphone,1 Month
+1718,Standard,15,29-06-22,07-07-23,United States,30,Male,Tablet,1 Month
+1719,Premium,12,29-06-22,06-07-23,Canada,46,Male,Laptop,1 Month
+1720,Basic,12,28-06-22,08-07-23,United States,44,Female,Tablet,1 Month
+1721,Basic,12,29-06-22,06-07-23,United States,34,Male,Tablet,1 Month
+1722,Basic,13,01-07-22,08-07-23,Canada,31,Male,Tablet,1 Month
+1723,Standard,13,02-07-22,06-07-23,United Kingdom,34,Male,Smart TV,1 Month
+1724,Premium,12,04-07-22,08-07-23,Australia,28,Male,Laptop,1 Month
+1725,Basic,10,08-07-22,07-07-23,Germany,36,Female,Smartphone,1 Month
+1726,Basic,14,20-07-22,09-07-23,France,48,Female,Laptop,1 Month
+1727,Premium,13,23-07-22,06-07-23,Brazil,40,Male,Smartphone,1 Month
+1728,Standard,15,26-07-22,07-07-23,Mexico,35,Male,Smartphone,1 Month
+1729,Standard,11,30-07-22,07-07-23,Spain,41,Male,Laptop,1 Month
+1730,Basic,10,08-08-22,08-07-23,Italy,28,Female,Smartphone,1 Month
+1731,Premium,12,13-08-22,05-07-23,Spain,37,Male,Tablet,1 Month
+1732,Standard,12,14-08-22,07-07-23,Spain,33,Male,Smartphone,1 Month
+1733,Basic,15,16-08-22,06-07-23,United States,27,Female,Tablet,1 Month
+1734,Standard,14,19-08-22,08-07-23,Canada,35,Male,Tablet,1 Month
+1735,Premium,10,27-08-22,06-07-23,United States,27,Male,Smartphone,1 Month
+1736,Basic,15,04-09-22,07-07-23,United States,29,Female,Smartphone,1 Month
+1737,Premium,12,05-09-22,06-07-23,Canada,28,Female,Laptop,1 Month
+1738,Standard,12,13-09-22,08-07-23,United Kingdom,33,Female,Smartphone,1 Month
+1739,Basic,10,16-09-22,05-07-23,Australia,35,Female,Smartphone,1 Month
+1740,Standard,15,18-09-22,06-07-23,Germany,37,Female,Laptop,1 Month
+1741,Premium,12,20-09-22,06-07-23,France,31,Male,Smartphone,1 Month
+1742,Basic,13,29-09-22,07-07-23,Brazil,27,Male,Laptop,1 Month
+1743,Standard,11,30-09-22,08-07-23,Mexico,48,Male,Tablet,1 Month
+1744,Premium,15,04-10-22,10-07-23,Spain,30,Female,Smart TV,1 Month
+1745,Basic,14,08-10-22,07-07-23,Italy,45,Male,Tablet,1 Month
+1746,Premium,14,10-10-22,07-07-23,Spain,28,Male,Smart TV,1 Month
+1747,Basic,12,12-10-22,08-07-23,Spain,30,Female,Laptop,1 Month
+1748,Standard,15,14-10-22,10-07-23,United States,48,Male,Smartphone,1 Month
+1749,Standard,10,16-10-22,07-07-23,Canada,37,Female,Laptop,1 Month
+1750,Basic,15,21-10-22,07-07-23,United States,28,Female,Smartphone,1 Month
+1751,Premium,14,23-10-22,07-07-23,United States,43,Female,Tablet,1 Month
+1752,Basic,10,25-10-22,09-07-23,Canada,36,Male,Laptop,1 Month
+1753,Standard,15,26-10-22,06-07-23,United Kingdom,47,Male,Laptop,1 Month
+1754,Premium,10,29-10-22,07-07-23,Australia,42,Male,Smart TV,1 Month
+1755,Basic,15,31-10-22,07-07-23,Germany,50,Male,Laptop,1 Month
+1756,Premium,13,02-11-22,08-07-23,France,41,Male,Tablet,1 Month
+1757,Basic,13,03-11-22,05-07-23,Brazil,43,Male,Laptop,1 Month
+1758,Standard,13,05-11-22,07-07-23,Mexico,35,Male,Laptop,1 Month
+1759,Standard,10,06-11-22,07-07-23,Spain,51,Male,Smart TV,1 Month
+1760,Basic,15,06-11-22,07-07-23,Italy,35,Male,Tablet,1 Month
+1761,Premium,10,07-11-22,05-07-23,Spain,37,Male,Smart TV,1 Month
+1762,Basic,10,04-11-22,06-07-23,Spain,28,Female,Smartphone,1 Month
+1763,Standard,14,02-11-22,07-07-23,United States,32,Female,Smartphone,1 Month
+1764,Premium,13,27-10-22,07-07-23,Canada,37,Female,Tablet,1 Month
+1765,Basic,11,18-10-22,05-07-23,United States,37,Female,Tablet,1 Month
+1766,Premium,12,07-10-22,08-07-23,United States,34,Female,Smart TV,1 Month
+1767,Basic,15,04-10-22,07-07-23,Canada,30,Female,Tablet,1 Month
+1768,Standard,14,17-09-22,07-07-23,United Kingdom,35,Male,Tablet,1 Month
+1769,Standard,14,15-09-22,06-07-23,Australia,41,Female,Laptop,1 Month
+1770,Basic,13,10-09-22,08-07-23,Germany,50,Female,Tablet,1 Month
+1771,Premium,11,09-09-22,08-07-23,France,48,Female,Laptop,1 Month
+1772,Basic,12,09-09-22,08-07-23,Brazil,29,Male,Smart TV,1 Month
+1773,Standard,12,07-09-22,06-07-23,Mexico,37,Male,Tablet,1 Month
+1774,Premium,15,08-09-22,08-07-23,Spain,36,Female,Tablet,1 Month
+1775,Basic,15,14-08-22,07-07-23,Italy,45,Male,Tablet,1 Month
+1776,Premium,15,06-08-22,08-07-23,Spain,27,Female,Smart TV,1 Month
+1777,Basic,12,06-08-22,06-07-23,Spain,31,Female,Tablet,1 Month
+1778,Standard,11,29-07-22,09-07-23,United States,42,Female,Tablet,1 Month
+1779,Standard,15,28-07-22,06-07-23,Canada,43,Female,Smartphone,1 Month
+1780,Basic,13,24-07-22,07-07-23,United States,43,Male,Smart TV,1 Month
+1781,Premium,15,22-07-22,06-07-23,United States,35,Female,Laptop,1 Month
+1782,Basic,13,19-07-22,10-07-23,Canada,51,Male,Laptop,1 Month
+1783,Standard,13,17-07-22,07-07-23,United Kingdom,42,Female,Smartphone,1 Month
+1784,Premium,13,16-07-22,07-07-23,Australia,36,Male,Tablet,1 Month
+1785,Basic,13,13-07-22,07-07-23,Germany,50,Female,Tablet,1 Month
+1786,Premium,15,14-07-22,09-07-23,France,43,Female,Laptop,1 Month
+1787,Basic,11,07-07-22,07-07-23,Brazil,28,Male,Laptop,1 Month
+1788,Standard,10,06-07-22,09-07-23,Mexico,48,Female,Smart TV,1 Month
+1789,Standard,14,30-06-22,07-07-23,Spain,47,Female,Tablet,1 Month
+1790,Basic,12,30-06-22,09-07-23,Italy,31,Male,Smart TV,1 Month
+1791,Premium,14,01-07-22,06-07-23,Spain,45,Male,Laptop,1 Month
+1792,Basic,15,02-07-22,09-07-23,Spain,45,Female,Tablet,1 Month
+1793,Standard,14,03-07-22,06-07-23,United States,42,Female,Smart TV,1 Month
+1794,Premium,12,06-07-22,08-07-23,Canada,36,Female,Tablet,1 Month
+1795,Basic,14,07-07-22,07-07-23,United States,32,Male,Smart TV,1 Month
+1796,Basic,10,15-07-22,09-07-23,United States,50,Male,Tablet,1 Month
+1797,Basic,14,17-07-22,06-07-23,Canada,39,Male,Smart TV,1 Month
+1798,Standard,10,26-07-22,08-07-23,United Kingdom,51,Male,Smartphone,1 Month
+1799,Premium,14,05-08-22,07-07-23,Australia,49,Female,Tablet,1 Month
+1800,Basic,14,12-08-22,09-07-23,Germany,42,Male,Tablet,1 Month
+1801,Basic,12,14-08-22,06-07-23,France,46,Male,Tablet,1 Month
+1802,Premium,12,15-08-22,07-07-23,Brazil,30,Male,Smartphone,1 Month
+1803,Standard,10,18-08-22,07-07-23,Mexico,48,Male,Smart TV,1 Month
+1804,Standard,12,21-08-22,09-07-23,Spain,40,Female,Laptop,1 Month
+1805,Basic,10,04-09-22,06-07-23,Italy,50,Female,Smart TV,1 Month
+1806,Premium,15,05-09-22,07-07-23,Spain,49,Female,Laptop,1 Month
+1807,Standard,11,08-09-22,07-07-23,Spain,37,Male,Smartphone,1 Month
+1808,Basic,12,15-09-22,08-07-23,United States,43,Male,Laptop,1 Month
+1809,Standard,15,17-09-22,06-07-23,Canada,40,Female,Tablet,1 Month
+1810,Premium,14,19-09-22,09-07-23,United States,27,Male,Laptop,1 Month
+1811,Basic,10,23-09-22,06-07-23,United States,47,Male,Smart TV,1 Month
+1812,Premium,11,26-09-22,08-07-23,Canada,50,Male,Smartphone,1 Month
+1813,Standard,12,30-09-22,08-07-23,United Kingdom,31,Female,Smartphone,1 Month
+1814,Basic,10,07-10-22,10-07-23,Australia,33,Male,Smartphone,1 Month
+1815,Standard,13,09-10-22,07-07-23,Germany,42,Female,Tablet,1 Month
+1816,Premium,14,12-10-22,07-07-23,France,51,Female,Laptop,1 Month
+1817,Basic,12,13-10-22,08-07-23,Brazil,43,Female,Smartphone,1 Month
+1818,Standard,15,14-10-22,10-07-23,Mexico,45,Female,Smart TV,1 Month
+1819,Premium,13,19-10-22,07-07-23,Spain,48,Female,Tablet,1 Month
+1820,Basic,14,20-10-22,07-07-23,Italy,48,Female,Smart TV,1 Month
+1821,Premium,12,22-10-22,08-07-23,Spain,30,Male,Smartphone,1 Month
+1822,Basic,15,24-10-22,09-07-23,Spain,29,Female,Tablet,1 Month
+1823,Standard,10,28-10-22,06-07-23,United States,28,Male,Tablet,1 Month
+1824,Standard,12,30-10-22,08-07-23,Canada,46,Female,Laptop,1 Month
+1825,Basic,13,01-11-22,08-07-23,United States,45,Male,Smart TV,1 Month
+1826,Premium,12,03-11-22,08-07-23,United States,30,Male,Tablet,1 Month
+1827,Basic,13,04-11-22,06-07-23,Canada,44,Female,Laptop,1 Month
+1828,Standard,14,05-11-22,07-07-23,United Kingdom,46,Male,Laptop,1 Month
+1829,Premium,13,06-11-22,08-07-23,Australia,36,Female,Tablet,1 Month
+1830,Basic,12,07-11-22,08-07-23,Germany,27,Female,Smartphone,1 Month
+1831,Premium,14,05-11-22,05-07-23,France,43,Male,Laptop,1 Month
+1832,Basic,11,05-11-22,09-07-23,Brazil,48,Female,Smartphone,1 Month
+1833,Standard,12,06-11-22,08-07-23,Mexico,36,Female,Smartphone,1 Month
+1834,Standard,10,03-11-22,07-07-23,Spain,44,Male,Smart TV,1 Month
+1835,Basic,11,22-10-22,06-07-23,Italy,41,Female,Tablet,1 Month
+1836,Premium,12,22-10-22,09-07-23,Spain,29,Female,Smart TV,1 Month
+1837,Basic,13,15-10-22,09-07-23,Spain,28,Female,Smartphone,1 Month
+1838,Standard,11,24-09-22,07-07-23,United States,36,Female,Smartphone,1 Month
+1839,Premium,15,15-09-22,06-07-23,Canada,36,Female,Smart TV,1 Month
+1840,Basic,14,15-09-22,08-07-23,United States,40,Male,Laptop,1 Month
+1841,Premium,11,12-09-22,08-07-23,United States,35,Female,Tablet,1 Month
+1842,Basic,14,12-09-22,09-07-23,Canada,34,Female,Smartphone,1 Month
+1843,Standard,10,11-09-22,07-07-23,United Kingdom,46,Male,Laptop,1 Month
+1844,Standard,14,11-09-22,08-07-23,Australia,47,Female,Smart TV,1 Month
+1845,Basic,12,16-08-22,07-07-23,Germany,32,Female,Smartphone,1 Month
+1846,Premium,13,12-08-22,08-07-23,France,45,Male,Smartphone,1 Month
+1847,Basic,10,02-08-22,07-07-23,Brazil,31,Female,Smartphone,1 Month
+1848,Standard,11,01-08-22,10-07-23,Mexico,49,Male,Laptop,1 Month
+1849,Premium,11,29-07-22,07-07-23,Spain,33,Female,Smartphone,1 Month
+1850,Basic,12,28-07-22,08-07-23,Italy,30,Male,Smartphone,1 Month
+1851,Premium,11,25-07-22,08-07-23,Spain,48,Female,Laptop,1 Month
+1852,Basic,14,20-07-22,10-07-23,Spain,49,Female,Tablet,1 Month
+1853,Standard,13,16-07-22,08-07-23,United States,43,Male,Laptop,1 Month
+1854,Standard,14,16-07-22,08-07-23,Canada,46,Female,Laptop,1 Month
+1855,Basic,12,15-07-22,07-07-23,United States,33,Male,Smartphone,1 Month
+1856,Premium,15,13-07-22,09-07-23,United States,31,Female,Smartphone,1 Month
+1857,Basic,13,06-07-22,07-07-23,Canada,44,Female,Smart TV,1 Month
+1858,Standard,10,03-07-22,09-07-23,United Kingdom,34,Male,Smart TV,1 Month
+1859,Premium,15,04-07-22,07-07-23,Australia,41,Male,Laptop,1 Month
+1860,Basic,10,03-07-22,09-07-23,Germany,42,Male,Laptop,1 Month
+1861,Premium,15,03-07-22,07-07-23,France,38,Female,Laptop,1 Month
+1862,Basic,13,04-07-22,10-07-23,Brazil,31,Female,Tablet,1 Month
+1863,Standard,11,05-07-22,06-07-23,Mexico,35,Female,Smartphone,1 Month
+1864,Standard,15,07-07-22,08-07-23,Spain,32,Male,Smartphone,1 Month
+1865,Basic,15,08-07-22,07-07-23,Italy,39,Male,Smartphone,1 Month
+1866,Premium,12,13-07-22,10-07-23,Spain,42,Male,Laptop,1 Month
+1867,Basic,11,15-07-22,06-07-23,Spain,31,Male,Tablet,1 Month
+1868,Standard,14,01-08-22,08-07-23,United States,38,Male,Tablet,1 Month
+1869,Premium,13,11-08-22,08-07-23,Canada,48,Male,Smart TV,1 Month
+1870,Basic,14,13-08-22,09-07-23,United States,29,Male,Tablet,1 Month
+1871,Basic,10,15-08-22,06-07-23,United States,43,Female,Smart TV,1 Month
+1872,Basic,13,16-08-22,08-07-23,Canada,49,Female,Smartphone,1 Month
+1873,Standard,14,18-08-22,08-07-23,United Kingdom,50,Male,Smartphone,1 Month
+1874,Premium,14,25-08-22,09-07-23,Australia,50,Male,Smartphone,1 Month
+1875,Basic,14,29-08-22,06-07-23,Germany,51,Male,Smart TV,1 Month
+1876,Basic,11,04-09-22,09-07-23,France,29,Male,Tablet,1 Month
+1877,Premium,11,13-09-22,07-07-23,Brazil,50,Female,Smartphone,1 Month
+1878,Standard,12,14-09-22,08-07-23,Mexico,39,Female,Tablet,1 Month
+1879,Standard,10,17-09-22,06-07-23,Spain,27,Female,Smart TV,1 Month
+1880,Basic,15,18-09-22,10-07-23,Italy,29,Male,Smart TV,1 Month
+1881,Premium,15,23-09-22,07-07-23,Spain,28,Male,Tablet,1 Month
+1882,Standard,11,27-09-22,08-07-23,Spain,46,Male,Smartphone,1 Month
+1883,Basic,14,04-10-22,08-07-23,United States,50,Female,Tablet,1 Month
+1884,Standard,12,09-10-22,11-07-23,Canada,33,Female,Tablet,1 Month
+1885,Premium,14,10-10-22,07-07-23,United States,32,Female,Tablet,1 Month
+1886,Basic,12,11-10-22,08-07-23,United States,38,Male,Smart TV,1 Month
+1887,Premium,13,13-10-22,09-07-23,Canada,49,Male,Smart TV,1 Month
+1888,Standard,12,15-10-22,10-07-23,United Kingdom,50,Male,Laptop,1 Month
+1889,Basic,13,20-10-22,07-07-23,Australia,37,Female,Laptop,1 Month
+1890,Standard,15,21-10-22,08-07-23,Germany,33,Female,Laptop,1 Month
+1891,Premium,11,23-10-22,09-07-23,France,33,Female,Tablet,1 Month
+1892,Basic,15,25-10-22,09-07-23,Brazil,46,Male,Smartphone,1 Month
+1893,Standard,10,27-10-22,07-07-23,Mexico,28,Male,Smartphone,1 Month
+1894,Premium,11,30-10-22,08-07-23,Spain,33,Male,Tablet,1 Month
+1895,Basic,15,01-11-22,09-07-23,Italy,45,Male,Laptop,1 Month
+1896,Premium,14,02-11-22,09-07-23,Spain,43,Male,Laptop,1 Month
+1897,Basic,11,04-11-22,06-07-23,Spain,49,Female,Smartphone,1 Month
+1898,Standard,13,06-11-22,07-07-23,United States,41,Female,Tablet,1 Month
+1899,Standard,14,07-11-22,09-07-23,Canada,39,Female,Smartphone,1 Month
+1900,Basic,14,06-11-22,08-07-23,United States,45,Female,Smartphone,1 Month
+1901,Premium,15,07-11-22,06-07-23,United States,38,Male,Tablet,1 Month
+1902,Basic,15,07-11-22,10-07-23,Canada,30,Male,Smart TV,1 Month
+1903,Standard,12,03-11-22,08-07-23,United Kingdom,27,Female,Smart TV,1 Month
+1904,Premium,15,03-11-22,08-07-23,Australia,36,Female,Smartphone,1 Month
+1905,Basic,15,31-10-22,06-07-23,Germany,36,Female,Tablet,1 Month
+1906,Premium,11,28-10-22,09-07-23,France,28,Male,Tablet,1 Month
+1907,Basic,10,28-09-22,09-07-23,Brazil,45,Female,Smartphone,1 Month
+1908,Standard,15,19-09-22,09-07-23,Mexico,41,Male,Smartphone,1 Month
+1909,Standard,12,16-09-22,08-07-23,Spain,29,Male,Smart TV,1 Month
+1910,Basic,15,17-09-22,08-07-23,Italy,35,Male,Smartphone,1 Month
+1911,Premium,12,17-09-22,08-07-23,Spain,36,Female,Smart TV,1 Month
+1912,Basic,11,15-09-22,09-07-23,Spain,41,Male,Laptop,1 Month
+1913,Standard,11,14-09-22,08-07-23,United States,46,Male,Tablet,1 Month
+1914,Premium,11,14-09-22,08-07-23,Canada,46,Female,Tablet,1 Month
+1915,Basic,10,13-09-22,08-07-23,United States,42,Male,Smartphone,1 Month
+1916,Premium,13,13-08-22,08-07-23,United States,40,Male,Tablet,1 Month
+1917,Basic,14,12-08-22,08-07-23,Canada,32,Female,Tablet,1 Month
+1918,Standard,11,07-08-22,10-07-23,United Kingdom,34,Female,Smartphone,1 Month
+1919,Standard,11,07-08-22,09-07-23,Australia,27,Female,Smart TV,1 Month
+1920,Basic,11,04-08-22,08-07-23,Germany,38,Male,Laptop,1 Month
+1921,Premium,14,24-07-22,08-07-23,France,34,Female,Laptop,1 Month
+1922,Basic,13,18-07-22,10-07-23,Brazil,28,Male,Tablet,1 Month
+1923,Standard,12,17-07-22,08-07-23,Mexico,48,Male,Smartphone,1 Month
+1924,Premium,13,17-07-22,09-07-23,Spain,42,Female,Laptop,1 Month
+1925,Basic,10,14-07-22,08-07-23,Italy,37,Female,Smart TV,1 Month
+1926,Premium,11,06-07-22,10-07-23,Spain,28,Female,Tablet,1 Month
+1927,Basic,13,07-07-22,08-07-23,Spain,43,Female,Smart TV,1 Month
+1928,Standard,10,07-07-22,11-07-23,United States,44,Female,Smart TV,1 Month
+1929,Standard,12,08-07-22,07-07-23,Canada,33,Female,Smartphone,1 Month
+1930,Basic,13,07-07-22,09-07-23,United States,36,Male,Smart TV,1 Month
+1931,Premium,14,08-07-22,07-07-23,United States,27,Male,Tablet,1 Month
+1932,Basic,11,09-07-22,11-07-23,Canada,41,Male,Tablet,1 Month
+1933,Standard,14,09-07-22,07-07-23,United Kingdom,32,Male,Smart TV,1 Month
+1934,Premium,12,09-07-22,08-07-23,Australia,36,Female,Laptop,1 Month
+1935,Basic,12,12-07-22,07-07-23,Germany,36,Female,Tablet,1 Month
+1936,Premium,13,15-07-22,10-07-23,France,36,Male,Laptop,1 Month
+1937,Basic,14,16-07-22,07-07-23,Brazil,32,Male,Smart TV,1 Month
+1938,Standard,10,18-07-22,08-07-23,Mexico,45,Female,Smartphone,1 Month
+1939,Standard,11,13-08-22,09-07-23,Spain,43,Female,Tablet,1 Month
+1940,Basic,10,14-08-22,10-07-23,Italy,35,Male,Tablet,1 Month
+1941,Premium,13,16-08-22,07-07-23,Spain,29,Female,Smart TV,1 Month
+1942,Basic,14,17-08-22,08-07-23,Spain,33,Female,Smart TV,1 Month
+1943,Standard,14,25-08-22,08-07-23,United States,49,Male,Smart TV,1 Month
+1944,Premium,15,28-08-22,09-07-23,Canada,27,Male,Tablet,1 Month
+1945,Basic,14,29-08-22,07-07-23,United States,39,Female,Smart TV,1 Month
+1946,Basic,10,11-09-22,10-07-23,United States,34,Female,Smart TV,1 Month
+1947,Basic,12,12-09-22,08-07-23,Canada,39,Male,Smartphone,1 Month
+1948,Standard,11,16-09-22,09-07-23,United Kingdom,39,Female,Laptop,1 Month
+1949,Premium,15,17-09-22,09-07-23,Australia,39,Female,Smart TV,1 Month
+1950,Basic,10,21-09-22,10-07-23,Germany,40,Female,Laptop,1 Month
+1951,Basic,15,23-09-22,08-07-23,France,40,Male,Tablet,1 Month
+1952,Premium,14,27-09-22,08-07-23,Brazil,31,Male,Smartphone,1 Month
+1953,Standard,12,09-10-22,09-07-23,Mexico,47,Male,Smartphone,1 Month
+1954,Standard,11,10-10-22,11-07-23,Spain,43,Male,Laptop,1 Month
+1955,Basic,13,11-10-22,08-07-23,Italy,34,Male,Smartphone,1 Month
+1956,Premium,12,12-10-22,08-07-23,Spain,30,Female,Tablet,1 Month
+1957,Standard,15,13-10-22,09-07-23,Spain,33,Female,Smartphone,1 Month
+1958,Basic,12,19-10-22,10-07-23,United States,29,Male,Tablet,1 Month
+1959,Standard,14,21-10-22,07-07-23,Canada,35,Female,Smartphone,1 Month
+1960,Premium,13,23-10-22,08-07-23,United States,41,Female,Laptop,1 Month
+1961,Basic,14,24-10-22,10-07-23,United States,34,Female,Smartphone,1 Month
+1962,Premium,12,26-10-22,09-07-23,Canada,28,Female,Tablet,1 Month
+1963,Standard,15,27-10-22,07-07-23,United Kingdom,31,Male,Smart TV,1 Month
+1964,Basic,15,01-11-22,08-07-23,Australia,29,Male,Smart TV,1 Month
+1965,Standard,12,02-11-22,09-07-23,Germany,44,Female,Tablet,1 Month
+1966,Premium,10,04-11-22,09-07-23,France,44,Female,Tablet,1 Month
+1967,Basic,13,05-11-22,06-07-23,Brazil,29,Male,Laptop,1 Month
+1968,Standard,12,06-11-22,09-07-23,Mexico,32,Female,Tablet,1 Month
+1969,Premium,11,07-11-22,09-07-23,Spain,31,Male,Smartphone,1 Month
+1970,Basic,14,08-11-22,08-07-23,Italy,27,Male,Laptop,1 Month
+1971,Premium,13,08-11-22,06-07-23,Spain,43,Female,Laptop,1 Month
+1972,Basic,14,09-11-22,10-07-23,Spain,48,Male,Tablet,1 Month
+1973,Standard,15,09-11-22,09-07-23,United States,37,Female,Tablet,1 Month
+1974,Standard,11,05-11-22,08-07-23,Canada,42,Male,Smartphone,1 Month
+1975,Basic,11,04-11-22,07-07-23,United States,40,Male,Tablet,1 Month
+1976,Premium,13,19-10-22,09-07-23,United States,37,Female,Tablet,1 Month
+1977,Basic,12,12-10-22,09-07-23,Canada,31,Male,Smartphone,1 Month
+1978,Standard,11,03-10-22,09-07-23,United Kingdom,30,Male,Smart TV,1 Month
+1979,Premium,15,28-09-22,08-07-23,Australia,51,Female,Smartphone,1 Month
+1980,Basic,15,17-09-22,09-07-23,Germany,42,Female,Laptop,1 Month
+1981,Premium,13,16-09-22,08-07-23,France,37,Female,Smartphone,1 Month
+1982,Basic,14,15-09-22,09-07-23,Brazil,44,Female,Smartphone,1 Month
+1983,Standard,11,14-09-22,08-07-23,Mexico,37,Male,Tablet,1 Month
+1984,Standard,11,15-09-22,09-07-23,Spain,44,Male,Smartphone,1 Month
+1985,Basic,11,06-09-22,09-07-23,Italy,40,Male,Tablet,1 Month
+1986,Premium,15,28-08-22,09-07-23,Spain,27,Male,Smart TV,1 Month
+1987,Basic,12,07-08-22,08-07-23,Spain,31,Male,Smart TV,1 Month
+1988,Standard,15,07-08-22,10-07-23,United States,39,Female,Smartphone,1 Month
+1989,Premium,12,06-08-22,09-07-23,Canada,47,Female,Tablet,1 Month
+1990,Basic,15,30-07-22,09-07-23,United States,30,Male,Smart TV,1 Month
+1991,Premium,12,30-07-22,08-07-23,United States,35,Male,Laptop,1 Month
+1992,Basic,14,30-07-22,10-07-23,Canada,39,Male,Smartphone,1 Month
+1993,Standard,15,19-07-22,08-07-23,United Kingdom,29,Female,Tablet,1 Month
+1994,Standard,11,17-07-22,10-07-23,Australia,28,Male,Laptop,1 Month
+1995,Basic,11,12-07-22,08-07-23,Germany,39,Male,Tablet,1 Month
+1996,Premium,10,11-07-22,10-07-23,France,34,Male,Smart TV,1 Month
+1997,Basic,14,10-07-22,08-07-23,Brazil,47,Male,Smart TV,1 Month
+1998,Standard,14,10-07-22,11-07-23,Mexico,47,Female,Smart TV,1 Month
+1999,Premium,13,08-07-22,08-07-23,Spain,46,Male,Smart TV,1 Month
+2000,Basic,12,09-07-22,09-07-23,Italy,31,Male,Smart TV,1 Month
+2001,Premium,10,09-07-22,08-07-23,Spain,41,Female,Smart TV,1 Month
+2002,Basic,10,09-07-22,11-07-23,Spain,30,Female,Smartphone,1 Month
+2003,Standard,11,10-07-22,08-07-23,United States,41,Male,Tablet,1 Month
+2004,Standard,12,12-07-22,08-07-23,Canada,48,Female,Laptop,1 Month
+2005,Basic,10,13-07-22,09-07-23,United States,35,Female,Laptop,1 Month
+2006,Premium,13,16-07-22,10-07-23,United States,41,Female,Laptop,1 Month
+2007,Basic,10,17-07-22,07-07-23,Canada,39,Female,Smart TV,1 Month
+2008,Standard,10,26-07-22,09-07-23,United Kingdom,45,Male,Laptop,1 Month
+2009,Premium,10,31-07-22,09-07-23,Australia,41,Male,Laptop,1 Month
+2010,Basic,13,03-08-22,10-07-23,Germany,28,Male,Laptop,1 Month
+2011,Premium,10,15-08-22,07-07-23,France,28,Female,Tablet,1 Month
+2012,Basic,15,18-08-22,10-07-23,Brazil,48,Male,Smart TV,1 Month
+2013,Standard,10,27-08-22,08-07-23,Mexico,40,Female,Smart TV,1 Month
+2014,Standard,12,29-08-22,10-07-23,Spain,39,Male,Smart TV,1 Month
+2015,Basic,12,05-09-22,07-07-23,Italy,27,Male,Smartphone,1 Month
+2016,Premium,10,06-09-22,11-07-23,Spain,32,Female,Smart TV,1 Month
+2017,Basic,10,14-09-22,08-07-23,Spain,38,Male,Laptop,1 Month
+2018,Standard,10,16-09-22,09-07-23,United States,41,Female,Laptop,1 Month
+2019,Premium,10,18-09-22,10-07-23,Canada,32,Female,Laptop,1 Month
+2020,Basic,12,23-09-22,11-07-23,United States,37,Male,Tablet,1 Month
+2021,Basic,12,25-09-22,08-07-23,United States,50,Female,Laptop,1 Month
+2022,Basic,10,06-10-22,09-07-23,Canada,48,Female,Laptop,1 Month
+2023,Standard,11,09-10-22,10-07-23,United Kingdom,37,Male,Tablet,1 Month
+2024,Premium,13,11-10-22,11-07-23,Australia,46,Female,Laptop,1 Month
+2025,Basic,13,12-10-22,08-07-23,Germany,46,Male,Laptop,1 Month
+2026,Basic,15,13-10-22,09-07-23,France,39,Male,Smart TV,1 Month
+2027,Premium,13,17-10-22,10-07-23,Brazil,42,Female,Smart TV,1 Month
+2028,Standard,11,19-10-22,10-07-23,Mexico,41,Female,Smartphone,1 Month
+2029,Standard,10,21-10-22,07-07-23,Spain,28,Male,Smart TV,1 Month
+2030,Basic,14,23-10-22,09-07-23,Italy,43,Male,Tablet,1 Month
+2031,Premium,14,25-10-22,10-07-23,Spain,45,Female,Smart TV,1 Month
+2032,Standard,10,27-10-22,09-07-23,Spain,45,Male,Smart TV,1 Month
+2033,Basic,13,31-10-22,07-07-23,United States,48,Male,Smartphone,1 Month
+2034,Standard,12,02-11-22,09-07-23,Canada,30,Male,Laptop,1 Month
+2035,Premium,11,04-11-22,10-07-23,United States,51,Female,Smart TV,1 Month
+2036,Basic,12,05-11-22,09-07-23,United States,48,Female,Smartphone,1 Month
+2037,Premium,13,06-11-22,07-07-23,Canada,41,Female,Smart TV,1 Month
+2038,Standard,11,07-11-22,10-07-23,United Kingdom,37,Female,Smartphone,1 Month
+2039,Basic,11,08-11-22,09-07-23,Australia,43,Male,Laptop,1 Month
+2040,Standard,15,08-11-22,08-07-23,Germany,51,Male,Laptop,1 Month
+2041,Premium,10,09-11-22,07-07-23,France,34,Female,Smartphone,1 Month
+2042,Basic,10,09-11-22,10-07-23,Brazil,35,Female,Smartphone,1 Month
+2043,Standard,12,05-11-22,09-07-23,Mexico,45,Female,Smart TV,1 Month
+2044,Premium,12,05-11-22,10-07-23,Spain,31,Male,Smart TV,1 Month
+2045,Basic,15,02-11-22,08-07-23,Italy,50,Female,Laptop,1 Month
+2046,Premium,12,30-10-22,09-07-23,Spain,41,Male,Smartphone,1 Month
+2047,Basic,11,30-10-22,09-07-23,Spain,42,Female,Laptop,1 Month
+2048,Standard,11,24-10-22,09-07-23,United States,41,Male,Tablet,1 Month
+2049,Standard,14,08-10-22,08-07-23,Canada,34,Male,Tablet,1 Month
+2050,Basic,13,04-10-22,09-07-23,United States,35,Female,Smartphone,1 Month
+2051,Premium,10,28-09-22,09-07-23,United States,48,Male,Smartphone,1 Month
+2052,Basic,11,22-09-22,09-07-23,Canada,39,Female,Smart TV,1 Month
+2053,Standard,14,19-09-22,09-07-23,United Kingdom,37,Female,Laptop,1 Month
+2054,Premium,10,13-09-22,09-07-23,Australia,31,Male,Tablet,1 Month
+2055,Basic,14,05-09-22,09-07-23,Germany,29,Female,Laptop,1 Month
+2056,Premium,10,20-08-22,09-07-23,France,36,Male,Tablet,1 Month
+2057,Basic,10,10-08-22,08-07-23,Brazil,32,Male,Smartphone,1 Month
+2058,Standard,10,10-08-22,11-07-23,Mexico,31,Female,Smartphone,1 Month
+2059,Standard,14,06-08-22,09-07-23,Spain,31,Male,Laptop,1 Month
+2060,Basic,12,03-08-22,10-07-23,Italy,29,Male,Smart TV,1 Month
+2061,Premium,10,01-08-22,09-07-23,Spain,48,Male,Smart TV,1 Month
+2062,Basic,14,28-07-22,10-07-23,Spain,46,Male,Tablet,1 Month
+2063,Standard,15,22-07-22,09-07-23,United States,35,Female,Smartphone,1 Month
+2064,Premium,11,22-07-22,11-07-23,Canada,37,Female,Tablet,1 Month
+2065,Basic,12,20-07-22,09-07-23,United States,45,Female,Tablet,1 Month
+2066,Premium,15,12-07-22,10-07-23,United States,48,Female,Laptop,1 Month
+2067,Basic,10,12-07-22,09-07-23,Canada,44,Female,Laptop,1 Month
+2068,Standard,14,10-07-22,11-07-23,United Kingdom,47,Female,Laptop,1 Month
+2069,Standard,12,11-07-22,08-07-23,Australia,35,Male,Smart TV,1 Month
+2070,Basic,10,11-07-22,09-07-23,Germany,35,Female,Smartphone,1 Month
+2071,Premium,11,09-07-22,08-07-23,France,35,Male,Smartphone,1 Month
+2072,Basic,15,10-07-22,11-07-23,Brazil,49,Female,Laptop,1 Month
+2073,Standard,11,12-07-22,08-07-23,Mexico,50,Female,Tablet,1 Month
+2074,Premium,14,13-07-22,09-07-23,Spain,44,Male,Smartphone,1 Month
+2075,Basic,14,15-07-22,09-07-23,Italy,47,Female,Tablet,1 Month
+2076,Premium,15,16-07-22,11-07-23,Spain,46,Female,Laptop,1 Month
+2077,Basic,11,19-07-22,08-07-23,Spain,39,Female,Laptop,1 Month
+2078,Standard,15,23-07-22,10-07-23,United States,34,Male,Laptop,1 Month
+2079,Standard,10,28-07-22,09-07-23,Canada,31,Female,Smart TV,1 Month
+2080,Basic,10,14-08-22,11-07-23,United States,46,Female,Laptop,1 Month
+2081,Premium,15,18-08-22,08-07-23,United States,30,Male,Smart TV,1 Month
+2082,Basic,12,23-08-22,12-07-23,Canada,29,Male,Tablet,1 Month
+2083,Standard,12,27-08-22,09-07-23,United Kingdom,42,Male,Tablet,1 Month
+2084,Premium,13,01-09-22,10-07-23,Australia,27,Female,Smartphone,1 Month
+2085,Basic,15,02-09-22,09-07-23,Germany,33,Male,Laptop,1 Month
+2086,Premium,13,04-09-22,12-07-23,France,45,Female,Smart TV,1 Month
+2087,Basic,13,11-09-22,09-07-23,Brazil,50,Male,Tablet,1 Month
+2088,Standard,10,16-09-22,09-07-23,Mexico,42,Female,Tablet,1 Month
+2089,Standard,10,19-09-22,11-07-23,Spain,29,Male,Tablet,1 Month
+2090,Basic,12,20-09-22,12-07-23,Italy,31,Female,Tablet,1 Month
+2091,Premium,13,05-10-22,09-07-23,Spain,42,Female,Smartphone,1 Month
+2092,Basic,10,07-10-22,09-07-23,Spain,44,Female,Laptop,1 Month
+2093,Standard,10,10-10-22,11-07-23,United States,34,Male,Smart TV,1 Month
+2094,Premium,13,12-10-22,11-07-23,Canada,40,Female,Smart TV,1 Month
+2095,Basic,10,13-10-22,08-07-23,United States,38,Male,Smart TV,1 Month
+2096,Basic,15,15-10-22,09-07-23,United States,42,Female,Tablet,1 Month
+2097,Basic,10,17-10-22,11-07-23,Canada,47,Male,Tablet,1 Month
+2098,Standard,15,18-10-22,10-07-23,United Kingdom,29,Female,Tablet,1 Month
+2099,Premium,11,20-10-22,08-07-23,Australia,29,Male,Laptop,1 Month
+2100,Basic,14,22-10-22,10-07-23,Germany,44,Female,Smart TV,1 Month
+2101,Basic,12,25-10-22,11-07-23,France,31,Male,Tablet,1 Month
+2102,Premium,14,27-10-22,09-07-23,Brazil,48,Female,Smartphone,1 Month
+2103,Standard,14,01-11-22,07-07-23,Mexico,32,Female,Laptop,1 Month
+2104,Standard,13,02-11-22,11-07-23,Spain,28,Female,Tablet,1 Month
+2105,Basic,11,04-11-22,10-07-23,Italy,36,Female,Smartphone,1 Month
+2106,Premium,10,06-11-22,09-07-23,Spain,28,Female,Smartphone,1 Month
+2107,Standard,14,07-11-22,07-07-23,Spain,32,Female,Smart TV,1 Month
+2108,Basic,15,08-11-22,10-07-23,United States,50,Female,Smartphone,1 Month
+2109,Standard,12,09-11-22,10-07-23,Canada,44,Male,Tablet,1 Month
+2110,Premium,14,10-11-22,10-07-23,United States,44,Female,Smartphone,1 Month
+2111,Basic,14,09-11-22,09-07-23,United States,47,Male,Laptop,1 Month
+2112,Premium,15,09-11-22,10-07-23,Canada,39,Female,Smart TV,1 Month
+2113,Standard,11,07-11-22,10-07-23,United Kingdom,44,Female,Tablet,1 Month
+2114,Basic,12,03-11-22,10-07-23,Australia,46,Female,Tablet,1 Month
+2115,Standard,10,04-11-22,08-07-23,Germany,31,Female,Laptop,1 Month
+2116,Premium,12,01-11-22,10-07-23,France,33,Female,Tablet,1 Month
+2117,Basic,13,27-10-22,09-07-23,Brazil,27,Male,Laptop,1 Month
+2118,Standard,10,23-10-22,10-07-23,Mexico,34,Male,Smart TV,1 Month
+2119,Premium,14,14-10-22,09-07-23,Spain,48,Male,Laptop,1 Month
+2120,Basic,14,28-09-22,10-07-23,Italy,39,Female,Smart TV,1 Month
+2121,Premium,14,25-09-22,09-07-23,Spain,39,Male,Laptop,1 Month
+2122,Basic,11,23-09-22,10-07-23,Spain,48,Female,Smart TV,1 Month
+2123,Standard,12,23-09-22,09-07-23,United States,37,Female,Tablet,1 Month
+2124,Standard,14,14-09-22,11-07-23,Canada,40,Male,Laptop,1 Month
+2125,Basic,14,05-09-22,09-07-23,United States,41,Female,Smartphone,1 Month
+2126,Premium,12,13-08-22,09-07-23,United States,35,Female,Smartphone,1 Month
+2127,Basic,15,12-08-22,09-07-23,Canada,46,Male,Smartphone,1 Month
+2128,Standard,10,10-08-22,11-07-23,United Kingdom,28,Female,Tablet,1 Month
+2129,Premium,14,05-08-22,09-07-23,Australia,29,Female,Laptop,1 Month
+2130,Basic,10,04-08-22,12-07-23,Germany,46,Female,Tablet,1 Month
+2131,Premium,11,28-07-22,09-07-23,France,35,Male,Laptop,1 Month
+2132,Basic,12,24-07-22,11-07-23,Brazil,27,Male,Smart TV,1 Month
+2133,Standard,11,22-07-22,09-07-23,Mexico,38,Male,Laptop,1 Month
+2134,Standard,13,22-07-22,12-07-23,Spain,43,Male,Smart TV,1 Month
+2135,Basic,15,19-07-22,09-07-23,Italy,31,Female,Smartphone,1 Month
+2136,Premium,13,17-07-22,10-07-23,Spain,29,Female,Tablet,1 Month
+2137,Basic,10,16-07-22,09-07-23,Spain,34,Female,Tablet,1 Month
+2138,Standard,11,12-07-22,12-07-23,United States,39,Male,Smartphone,1 Month
+2139,Premium,14,12-07-22,08-07-23,Canada,34,Female,Smartphone,1 Month
+2140,Basic,14,13-07-22,10-07-23,United States,51,Male,Tablet,1 Month
+2141,Premium,14,13-07-22,09-07-23,United States,47,Female,Tablet,1 Month
+2142,Basic,12,13-07-22,11-07-23,Canada,46,Male,Smartphone,1 Month
+2143,Standard,12,14-07-22,08-07-23,United Kingdom,46,Female,Smartphone,1 Month
+2144,Standard,14,15-07-22,10-07-23,Australia,47,Female,Smartphone,1 Month
+2145,Basic,14,16-07-22,09-07-23,Germany,40,Female,Smart TV,1 Month
+2146,Premium,12,18-07-22,11-07-23,France,41,Female,Tablet,1 Month
+2147,Basic,12,23-07-22,09-07-23,Brazil,30,Female,Smartphone,1 Month
+2148,Standard,12,25-07-22,11-07-23,Mexico,31,Female,Tablet,1 Month
+2149,Premium,14,30-07-22,09-07-23,Spain,42,Male,Smart TV,1 Month
+2150,Basic,12,06-08-22,11-07-23,Italy,46,Female,Tablet,1 Month
+2151,Premium,13,14-08-22,08-07-23,Spain,34,Female,Smart TV,1 Month
+2152,Basic,14,23-08-22,12-07-23,Spain,42,Male,Laptop,1 Month
+2153,Standard,13,27-08-22,09-07-23,United States,45,Male,Tablet,1 Month
+2154,Standard,12,29-08-22,10-07-23,Canada,30,Male,Smart TV,1 Month
+2155,Basic,12,01-09-22,09-07-23,United States,44,Male,Smartphone,1 Month
+2156,Premium,10,07-09-22,13-07-23,United States,37,Male,Smart TV,1 Month
+2157,Basic,10,13-09-22,10-07-23,Canada,43,Male,Smart TV,1 Month
+2158,Standard,12,14-09-22,10-07-23,United Kingdom,46,Male,Smartphone,1 Month
+2159,Premium,11,17-09-22,12-07-23,Australia,40,Female,Tablet,1 Month
+2160,Basic,11,23-09-22,12-07-23,Germany,45,Female,Smartphone,1 Month
+2161,Premium,10,27-09-22,09-07-23,France,48,Female,Smartphone,1 Month
+2162,Basic,10,03-10-22,10-07-23,Brazil,43,Female,Tablet,1 Month
+2163,Standard,13,10-10-22,11-07-23,Mexico,48,Male,Smart TV,1 Month
+2164,Standard,10,12-10-22,11-07-23,Spain,32,Female,Smartphone,1 Month
+2165,Basic,12,14-10-22,08-07-23,Italy,38,Male,Laptop,1 Month
+2166,Premium,13,16-10-22,10-07-23,Spain,50,Male,Smartphone,1 Month
+2167,Basic,11,18-10-22,11-07-23,Spain,33,Female,Laptop,1 Month
+2168,Standard,14,20-10-22,10-07-23,United States,27,Male,Smart TV,1 Month
+2169,Premium,12,22-10-22,08-07-23,Canada,47,Male,Tablet,1 Month
+2170,Basic,12,25-10-22,10-07-23,United States,35,Female,Smart TV,1 Month
+2171,Basic,12,26-10-22,11-07-23,United States,41,Male,Tablet,1 Month
+2172,Basic,14,29-10-22,10-07-23,Canada,39,Female,Smart TV,1 Month
+2173,Standard,13,31-10-22,07-07-23,United Kingdom,46,Female,Smartphone,1 Month
+2174,Premium,14,04-11-22,11-07-23,Australia,33,Female,Smartphone,1 Month
+2175,Basic,11,06-11-22,10-07-23,Germany,30,Male,Laptop,1 Month
+2176,Basic,13,07-11-22,10-07-23,France,46,Male,Tablet,1 Month
+2177,Premium,15,08-11-22,09-07-23,Brazil,42,Female,Tablet,1 Month
+2178,Standard,11,09-11-22,11-07-23,Mexico,28,Female,Tablet,1 Month
+2179,Standard,10,10-11-22,10-07-23,Spain,40,Male,Smart TV,1 Month
+2180,Basic,14,10-11-22,10-07-23,Italy,31,Female,Smart TV,1 Month
+2181,Premium,13,10-11-22,09-07-23,Spain,27,Male,Laptop,1 Month
+2182,Standard,14,09-11-22,10-07-23,Spain,45,Female,Tablet,1 Month
+2183,Basic,10,09-11-22,10-07-23,United States,49,Female,Smart TV,1 Month
+2184,Standard,12,06-11-22,11-07-23,Canada,28,Male,Tablet,1 Month
+2185,Premium,14,03-11-22,08-07-23,United States,33,Male,Smart TV,1 Month
+2186,Basic,15,27-10-22,11-07-23,United States,38,Male,Smart TV,1 Month
+2187,Premium,15,28-10-22,10-07-23,Canada,44,Male,Tablet,1 Month
+2188,Standard,15,18-10-22,10-07-23,United Kingdom,34,Female,Laptop,1 Month
+2189,Basic,15,04-10-22,09-07-23,Australia,35,Male,Laptop,1 Month
+2190,Standard,10,29-09-22,10-07-23,Germany,47,Male,Tablet,1 Month
+2191,Premium,12,29-09-22,10-07-23,France,30,Male,Smartphone,1 Month
+2192,Basic,12,23-09-22,10-07-23,Brazil,50,Female,Smart TV,1 Month
+2193,Standard,12,17-09-22,09-07-23,Mexico,32,Male,Laptop,1 Month
+2194,Premium,14,12-09-22,12-07-23,Spain,36,Female,Smart TV,1 Month
+2195,Basic,14,16-08-22,10-07-23,Italy,40,Female,Smart TV,1 Month
+2196,Premium,15,16-08-22,09-07-23,Spain,39,Male,Smartphone,1 Month
+2197,Basic,11,13-08-22,10-07-23,Spain,28,Male,Smartphone,1 Month
+2198,Standard,12,12-08-22,11-07-23,United States,29,Female,Smart TV,1 Month
+2199,Standard,14,13-08-22,09-07-23,Canada,49,Male,Tablet,1 Month
+2200,Basic,14,30-07-22,12-07-23,United States,40,Male,Laptop,1 Month
+2201,Premium,12,25-07-22,10-07-23,United States,29,Male,Laptop,1 Month
+2202,Basic,14,25-07-22,11-07-23,Canada,35,Female,Tablet,1 Month
+2203,Standard,14,26-07-22,10-07-23,United Kingdom,44,Male,Smartphone,1 Month
+2204,Premium,11,25-07-22,13-07-23,Australia,39,Male,Smart TV,1 Month
+2205,Basic,12,23-07-22,09-07-23,Germany,27,Male,Smart TV,1 Month
+2206,Premium,11,18-07-22,11-07-23,France,31,Male,Smart TV,1 Month
+2207,Basic,13,13-07-22,10-07-23,Brazil,39,Female,Laptop,1 Month
+2208,Standard,13,13-07-22,12-07-23,Mexico,44,Male,Laptop,1 Month
+2209,Standard,10,13-07-22,09-07-23,Spain,48,Female,Tablet,1 Month
+2210,Basic,11,13-07-22,11-07-23,Italy,27,Male,Smartphone,1 Month
+2211,Premium,13,13-07-22,09-07-23,Spain,27,Male,Laptop,1 Month
+2212,Basic,14,14-07-22,11-07-23,Spain,41,Male,Smart TV,1 Month
+2213,Standard,15,15-07-22,09-07-23,United States,44,Female,Tablet,1 Month
+2214,Premium,12,16-07-22,12-07-23,Canada,29,Female,Tablet,1 Month
+2215,Basic,13,18-07-22,09-07-23,United States,42,Female,Smartphone,1 Month
+2216,Premium,15,21-07-22,11-07-23,United States,45,Female,Smart TV,1 Month
+2217,Basic,11,24-07-22,09-07-23,Canada,39,Female,Tablet,1 Month
+2218,Standard,15,29-07-22,12-07-23,United Kingdom,41,Female,Tablet,1 Month
+2219,Standard,10,06-08-22,10-07-23,Australia,41,Female,Laptop,1 Month
+2220,Basic,15,11-08-22,11-07-23,Germany,41,Male,Smartphone,1 Month
+2221,Premium,14,16-08-22,09-07-23,France,47,Female,Smart TV,1 Month
+2222,Basic,10,21-08-22,13-07-23,Brazil,49,Female,Smartphone,1 Month
+2223,Standard,12,22-08-22,10-07-23,Mexico,29,Male,Laptop,1 Month
+2224,Premium,10,24-08-22,10-07-23,Spain,33,Male,Tablet,1 Month
+2225,Basic,13,02-09-22,12-07-23,Italy,45,Female,Smart TV,1 Month
+2226,Premium,13,06-09-22,13-07-23,Spain,41,Female,Laptop,1 Month
+2227,Basic,11,11-09-22,10-07-23,Spain,31,Male,Laptop,1 Month
+2228,Standard,15,16-09-22,10-07-23,United States,51,Male,Tablet,1 Month
+2229,Standard,11,22-09-22,12-07-23,Canada,43,Female,Smartphone,1 Month
+2230,Basic,12,26-09-22,12-07-23,United States,33,Female,Laptop,1 Month
+2231,Premium,10,02-10-22,09-07-23,United States,47,Female,Smartphone,1 Month
+2232,Basic,13,04-10-22,10-07-23,Canada,40,Female,Laptop,1 Month
+2233,Standard,14,09-10-22,12-07-23,United Kingdom,34,Female,Smartphone,1 Month
+2234,Premium,15,11-10-22,11-07-23,Australia,40,Male,Tablet,1 Month
+2235,Basic,15,15-10-22,09-07-23,Germany,38,Male,Laptop,1 Month
+2236,Premium,11,16-10-22,10-07-23,France,47,Male,Smart TV,1 Month
+2237,Basic,13,18-10-22,11-07-23,Brazil,29,Male,Smart TV,1 Month
+2238,Standard,14,21-10-22,10-07-23,Mexico,49,Female,Smartphone,1 Month
+2239,Standard,12,22-10-22,08-07-23,Spain,40,Male,Smart TV,1 Month
+2240,Basic,12,25-10-22,11-07-23,Italy,51,Female,Laptop,1 Month
+2241,Premium,11,29-10-22,11-07-23,Spain,51,Female,Tablet,1 Month
+2242,Basic,12,30-10-22,10-07-23,Spain,50,Female,Smart TV,1 Month
+2243,Standard,10,04-11-22,09-07-23,United States,47,Female,Laptop,1 Month
+2244,Premium,10,05-11-22,12-07-23,Canada,40,Male,Smart TV,1 Month
+2245,Basic,15,07-11-22,10-07-23,United States,35,Female,Smart TV,1 Month
+2246,Basic,15,08-11-22,10-07-23,United States,37,Female,Smart TV,1 Month
+2247,Basic,15,09-11-22,10-07-23,Canada,30,Male,Tablet,1 Month
+2248,Standard,15,10-11-22,11-07-23,United Kingdom,47,Female,Tablet,1 Month
+2249,Premium,12,11-11-22,10-07-23,Australia,35,Male,Smartphone,1 Month
+2250,Basic,14,10-11-22,11-07-23,Germany,33,Male,Tablet,1 Month
+2251,Basic,13,10-11-22,09-07-23,France,51,Female,Laptop,1 Month
+2252,Premium,12,11-11-22,11-07-23,Brazil,31,Female,Tablet,1 Month
+2253,Standard,10,07-11-22,11-07-23,Mexico,48,Female,Laptop,1 Month
+2254,Standard,11,04-11-22,11-07-23,Spain,40,Male,Laptop,1 Month
+2255,Basic,15,31-10-22,09-07-23,Italy,41,Female,Laptop,1 Month
+2256,Premium,15,29-10-22,11-07-23,Spain,41,Male,Laptop,1 Month
+2257,Standard,12,20-10-22,10-07-23,Spain,28,Female,Laptop,1 Month
+2258,Basic,13,14-10-22,11-07-23,United States,45,Female,Laptop,1 Month
+2259,Standard,11,12-10-22,10-07-23,Canada,32,Female,Laptop,1 Month
+2260,Premium,10,01-10-22,11-07-23,United States,31,Male,Tablet,1 Month
+2261,Basic,10,25-09-22,10-07-23,United States,40,Female,Tablet,1 Month
+2262,Premium,10,23-09-22,10-07-23,Canada,40,Female,Smartphone,1 Month
+2263,Standard,14,19-09-22,09-07-23,United Kingdom,50,Male,Tablet,1 Month
+2264,Basic,12,02-09-22,12-07-23,Australia,41,Male,Smartphone,1 Month
+2265,Standard,10,30-08-22,10-07-23,Germany,43,Male,Tablet,1 Month
+2266,Premium,15,16-08-22,09-07-23,France,43,Male,Tablet,1 Month
+2267,Basic,11,15-08-22,10-07-23,Brazil,36,Female,Smartphone,1 Month
+2268,Standard,15,16-08-22,11-07-23,Mexico,48,Male,Smart TV,1 Month
+2269,Premium,15,01-08-22,10-07-23,Spain,33,Female,Smartphone,1 Month
+2270,Basic,14,27-07-22,14-07-23,Italy,30,Female,Smart TV,1 Month
+2271,Premium,14,26-07-22,10-07-23,Spain,37,Female,Laptop,1 Month
+2272,Basic,13,26-07-22,11-07-23,Spain,49,Male,Smart TV,1 Month
+2273,Standard,15,27-07-22,11-07-23,United States,47,Female,Smartphone,1 Month
+2274,Standard,10,26-07-22,13-07-23,Canada,45,Female,Tablet,1 Month
+2275,Basic,11,23-07-22,09-07-23,United States,50,Male,Smart TV,1 Month
+2276,Premium,12,20-07-22,11-07-23,United States,36,Male,Smartphone,1 Month
+2277,Basic,14,14-07-22,10-07-23,Canada,37,Male,Smart TV,1 Month
+2278,Standard,15,14-07-22,12-07-23,United Kingdom,38,Female,Tablet,1 Month
+2279,Premium,10,14-07-22,10-07-23,Australia,40,Male,Smart TV,1 Month
+2280,Basic,13,13-07-22,12-07-23,Germany,38,Female,Smart TV,1 Month
+2281,Premium,14,14-07-22,10-07-23,France,46,Female,Tablet,1 Month
+2282,Basic,10,15-07-22,11-07-23,Brazil,40,Female,Smartphone,1 Month
+2283,Standard,13,16-07-22,10-07-23,Mexico,34,Male,Smart TV,1 Month
+2284,Standard,12,18-07-22,12-07-23,Spain,39,Female,Smartphone,1 Month
+2285,Basic,13,19-07-22,10-07-23,Italy,47,Male,Smartphone,1 Month
+2286,Premium,15,22-07-22,12-07-23,Spain,41,Male,Laptop,1 Month
+2287,Basic,12,27-07-22,09-07-23,Spain,47,Female,Tablet,1 Month
+2288,Standard,13,02-08-22,13-07-23,United States,50,Male,Smartphone,1 Month
+2289,Premium,10,10-08-22,10-07-23,Canada,31,Male,Tablet,1 Month
+2290,Basic,13,15-08-22,11-07-23,United States,41,Male,Smartphone,1 Month
+2291,Premium,11,18-08-22,11-07-23,United States,31,Female,Laptop,1 Month
+2292,Basic,12,20-08-22,14-07-23,Canada,41,Female,Smart TV,1 Month
+2293,Standard,12,23-08-22,11-07-23,United Kingdom,28,Male,Tablet,1 Month
+2294,Standard,14,24-08-22,10-07-23,Australia,40,Female,Smartphone,1 Month
+2295,Basic,11,30-08-22,13-07-23,Germany,34,Female,Smart TV,1 Month
+2296,Premium,10,06-09-22,13-07-23,France,37,Male,Smartphone,1 Month
+2297,Basic,13,13-09-22,10-07-23,Brazil,30,Female,Laptop,1 Month
+2298,Standard,12,18-09-22,10-07-23,Mexico,32,Male,Tablet,1 Month
+2299,Premium,14,22-09-22,12-07-23,Spain,41,Male,Smartphone,1 Month
+2300,Basic,13,28-09-22,12-07-23,Italy,42,Female,Tablet,1 Month
+2301,Premium,13,03-10-22,09-07-23,Spain,40,Male,Laptop,1 Month
+2302,Basic,11,05-10-22,10-07-23,Spain,30,Female,Smartphone,1 Month
+2303,Standard,14,09-10-22,12-07-23,United States,43,Male,Laptop,1 Month
+2304,Standard,14,15-10-22,11-07-23,Canada,31,Female,Tablet,1 Month
+2305,Basic,15,16-10-22,09-07-23,United States,45,Male,Smartphone,1 Month
+2306,Premium,10,18-10-22,11-07-23,United States,33,Male,Smart TV,1 Month
+2307,Basic,14,19-10-22,12-07-23,Canada,41,Male,Smartphone,1 Month
+2308,Standard,11,22-10-22,11-07-23,United Kingdom,37,Male,Smart TV,1 Month
+2309,Premium,12,23-10-22,09-07-23,Australia,40,Female,Smartphone,1 Month
+2310,Basic,10,29-10-22,12-07-23,Germany,36,Male,Tablet,1 Month
+2311,Premium,14,30-10-22,11-07-23,France,28,Male,Smart TV,1 Month
+2312,Basic,12,03-11-22,11-07-23,Brazil,38,Male,Smartphone,1 Month
+2313,Standard,11,04-11-22,09-07-23,Mexico,36,Female,Tablet,1 Month
+2314,Standard,12,05-11-22,12-07-23,Spain,47,Female,Smart TV,1 Month
+2315,Basic,12,07-11-22,10-07-23,Italy,35,Female,Laptop,1 Month
+2316,Premium,14,09-11-22,11-07-23,Spain,29,Female,Tablet,1 Month
+2317,Basic,14,10-11-22,10-07-23,Spain,49,Female,Smart TV,1 Month
+2318,Standard,11,11-11-22,12-07-23,United States,34,Male,Smart TV,1 Month
+2319,Premium,13,11-11-22,11-07-23,Canada,37,Male,Smart TV,1 Month
+2320,Basic,14,10-11-22,11-07-23,United States,50,Male,Smart TV,1 Month
+2321,Basic,12,11-11-22,09-07-23,United States,38,Male,Smart TV,1 Month
+2322,Basic,15,12-11-22,11-07-23,Canada,37,Female,Smart TV,1 Month
+2323,Standard,12,07-11-22,11-07-23,United Kingdom,34,Male,Laptop,1 Month
+2324,Premium,13,04-11-22,11-07-23,Australia,30,Male,Smart TV,1 Month
+2325,Basic,13,03-11-22,11-07-23,Germany,35,Male,Laptop,1 Month
+2326,Basic,12,01-11-22,11-07-23,France,39,Male,Tablet,1 Month
+2327,Premium,10,29-10-22,11-07-23,Brazil,47,Female,Tablet,1 Month
+2328,Standard,13,26-10-22,11-07-23,Mexico,40,Female,Laptop,1 Month
+2329,Standard,12,25-10-22,10-07-23,Spain,33,Male,Smart TV,1 Month
+2330,Basic,12,22-10-22,13-07-23,Italy,32,Female,Smartphone,1 Month
+2331,Premium,13,16-10-22,10-07-23,Spain,32,Male,Smart TV,1 Month
+2332,Standard,10,15-10-22,10-07-23,Spain,30,Female,Smart TV,1 Month
+2333,Basic,12,19-09-22,11-07-23,United States,49,Male,Tablet,1 Month
+2334,Standard,13,16-09-22,12-07-23,Canada,39,Female,Smartphone,1 Month
+2335,Premium,15,08-09-22,10-07-23,United States,45,Male,Laptop,1 Month
+2336,Basic,14,21-08-22,12-07-23,United States,43,Male,Smartphone,1 Month
+2337,Premium,10,20-08-22,10-07-23,Canada,41,Male,Smartphone,1 Month
+2338,Standard,10,10-08-22,11-07-23,United Kingdom,38,Female,Tablet,1 Month
+2339,Basic,13,31-07-22,11-07-23,Australia,34,Female,Smartphone,1 Month
+2340,Standard,15,30-07-22,14-07-23,Germany,38,Male,Laptop,1 Month
+2341,Premium,11,31-07-22,10-07-23,France,48,Male,Tablet,1 Month
+2342,Basic,11,30-07-22,12-07-23,Brazil,38,Female,Smart TV,1 Month
+2343,Standard,10,30-07-22,11-07-23,Mexico,34,Female,Laptop,1 Month
+2344,Premium,10,27-07-22,13-07-23,Spain,44,Female,Tablet,1 Month
+2345,Basic,11,21-07-22,10-07-23,Italy,39,Male,Smartphone,1 Month
+2346,Premium,10,20-07-22,12-07-23,Spain,43,Female,Smartphone,1 Month
+2347,Basic,13,16-07-22,10-07-23,Spain,49,Female,Smart TV,1 Month
+2348,Standard,10,16-07-22,12-07-23,United States,48,Female,Smart TV,1 Month
+2349,Standard,11,14-07-22,11-07-23,Canada,47,Female,Tablet,1 Month
+2350,Basic,12,14-07-22,13-07-23,United States,27,Female,Laptop,1 Month
+2351,Premium,14,15-07-22,10-07-23,United States,40,Female,Smartphone,1 Month
+2352,Basic,11,16-07-22,12-07-23,Canada,43,Female,Smart TV,1 Month
+2353,Standard,15,18-07-22,10-07-23,United Kingdom,30,Female,Laptop,1 Month
+2354,Premium,13,19-07-22,13-07-23,Australia,43,Female,Smart TV,1 Month
+2355,Basic,13,22-07-22,10-07-23,Germany,49,Male,Laptop,1 Month
+2356,Premium,13,25-07-22,12-07-23,France,47,Male,Smartphone,1 Month
+2357,Basic,13,26-07-22,11-07-23,Brazil,33,Male,Smartphone,1 Month
+2358,Standard,15,04-08-22,14-07-23,Mexico,48,Female,Smartphone,1 Month
+2359,Standard,13,12-08-22,11-07-23,Spain,31,Male,Laptop,1 Month
+2360,Basic,13,14-08-22,11-07-23,Italy,30,Male,Tablet,1 Month
+2361,Premium,14,16-08-22,13-07-23,Spain,34,Female,Smartphone,1 Month
+2362,Basic,12,17-08-22,14-07-23,Spain,37,Male,Smartphone,1 Month
+2363,Standard,11,22-08-22,11-07-23,United States,44,Female,Smart TV,1 Month
+2364,Premium,13,26-08-22,11-07-23,Canada,28,Female,Smart TV,1 Month
+2365,Basic,11,06-09-22,13-07-23,United States,47,Male,Smartphone,1 Month
+2366,Premium,11,09-09-22,13-07-23,United States,43,Male,Smart TV,1 Month
+2367,Basic,12,17-09-22,10-07-23,Canada,51,Male,Tablet,1 Month
+2368,Standard,14,19-09-22,11-07-23,United Kingdom,50,Male,Laptop,1 Month
+2369,Standard,11,24-09-22,13-07-23,Australia,40,Female,Smartphone,1 Month
+2370,Basic,11,29-09-22,12-07-23,Germany,31,Female,Laptop,1 Month
+2371,Premium,15,03-10-22,10-07-23,France,29,Female,Smartphone,1 Month
+2372,Basic,15,07-10-22,10-07-23,Brazil,38,Female,Tablet,1 Month
+2373,Standard,14,14-10-22,13-07-23,Mexico,47,Male,Tablet,1 Month
+2374,Premium,15,16-10-22,12-07-23,Spain,30,Male,Tablet,1 Month
+2375,Basic,13,18-10-22,10-07-23,Italy,42,Male,Laptop,1 Month
+2376,Premium,12,19-10-22,12-07-23,Spain,49,Male,Smart TV,1 Month
+2377,Basic,14,20-10-22,12-07-23,Spain,50,Female,Tablet,1 Month
+2378,Standard,11,22-10-22,11-07-23,United States,51,Male,Smart TV,1 Month
+2379,Standard,11,25-10-22,09-07-23,Canada,47,Male,Smartphone,1 Month
+2380,Basic,13,27-10-22,12-07-23,United States,36,Female,Smartphone,1 Month
+2381,Premium,12,30-10-22,11-07-23,United States,30,Female,Laptop,1 Month
+2382,Basic,12,01-11-22,11-07-23,Canada,34,Female,Tablet,1 Month
+2383,Standard,10,05-11-22,10-07-23,United Kingdom,35,Female,Tablet,1 Month
+2384,Premium,14,07-11-22,12-07-23,Australia,30,Male,Smart TV,1 Month
+2385,Basic,14,08-11-22,11-07-23,Germany,30,Male,Tablet,1 Month
+2386,Premium,11,10-11-22,12-07-23,France,41,Female,Smartphone,1 Month
+2387,Basic,15,11-11-22,10-07-23,Brazil,39,Female,Smartphone,1 Month
+2388,Standard,14,12-11-22,12-07-23,Mexico,30,Male,Tablet,1 Month
+2389,Standard,12,11-11-22,12-07-23,Spain,36,Female,Smart TV,1 Month
+2390,Basic,11,11-11-22,12-07-23,Italy,33,Female,Smartphone,1 Month
+2391,Premium,11,12-11-22,10-07-23,Spain,35,Female,Tablet,1 Month
+2392,Basic,14,11-11-22,12-07-23,Spain,46,Male,Tablet,1 Month
+2393,Standard,12,07-11-22,11-07-23,United States,51,Female,Tablet,1 Month
+2394,Premium,13,05-11-22,12-07-23,Canada,42,Female,Smartphone,1 Month
+2395,Basic,13,02-11-22,11-07-23,United States,30,Female,Smart TV,1 Month
+2396,Basic,10,31-10-22,13-07-23,United States,45,Male,Smartphone,1 Month
+2397,Basic,15,29-10-22,11-07-23,Canada,27,Male,Smartphone,1 Month
+2398,Standard,10,25-10-22,11-07-23,United Kingdom,41,Male,Smart TV,1 Month
+2399,Premium,14,23-10-22,10-07-23,Australia,35,Male,Tablet,1 Month
+2400,Basic,10,17-10-22,13-07-23,Germany,30,Male,Laptop,1 Month
+2401,Basic,11,16-10-22,11-07-23,France,35,Female,Laptop,1 Month
+2402,Premium,12,05-10-22,11-07-23,Brazil,47,Female,Smartphone,1 Month
+2403,Standard,15,17-09-22,11-07-23,Mexico,41,Male,Laptop,1 Month
+2404,Standard,12,17-09-22,12-07-23,Spain,48,Female,Tablet,1 Month
+2405,Basic,12,06-09-22,11-07-23,Italy,32,Female,Smart TV,1 Month
+2406,Premium,13,30-08-22,15-07-23,Spain,35,Female,Smart TV,1 Month
+2407,Standard,11,29-08-22,11-07-23,Spain,31,Female,Smartphone,1 Month
+2408,Basic,12,25-08-22,13-07-23,United States,45,Female,Smartphone,1 Month
+2409,Standard,14,03-08-22,11-07-23,Canada,38,Female,Laptop,1 Month
+2410,Premium,12,02-08-22,14-07-23,United States,34,Male,Smartphone,1 Month
+2411,Basic,15,02-08-22,11-07-23,United States,37,Female,Smartphone,1 Month
+2412,Premium,12,01-08-22,13-07-23,Canada,27,Female,Smart TV,1 Month
+2413,Standard,13,31-07-22,11-07-23,United Kingdom,44,Female,Tablet,1 Month
+2414,Basic,10,22-07-22,13-07-23,Australia,46,Male,Smart TV,1 Month
+2415,Standard,14,22-07-22,11-07-23,Germany,37,Male,Smart TV,1 Month
+2416,Premium,14,19-07-22,13-07-23,France,44,Male,Tablet,1 Month
+2417,Basic,15,17-07-22,11-07-23,Brazil,29,Male,Smart TV,1 Month
+2418,Standard,13,16-07-22,13-07-23,Mexico,28,Female,Laptop,1 Month
+2419,Premium,14,16-07-22,11-07-23,Spain,50,Male,Smart TV,1 Month
+2420,Basic,13,16-07-22,13-07-23,Italy,39,Male,Laptop,1 Month
+2421,Premium,10,16-07-22,11-07-23,Spain,34,Female,Smart TV,1 Month
+2422,Basic,14,17-07-22,12-07-23,Spain,40,Male,Smart TV,1 Month
+2423,Standard,12,19-07-22,11-07-23,United States,30,Male,Laptop,1 Month
+2424,Standard,14,20-07-22,14-07-23,Canada,41,Female,Laptop,1 Month
+2425,Basic,12,21-07-22,10-07-23,United States,39,Male,Tablet,1 Month
+2426,Premium,15,23-07-22,12-07-23,United States,51,Male,Smartphone,1 Month
+2427,Basic,15,03-08-22,14-07-23,Canada,28,Female,Smartphone,1 Month
+2428,Standard,12,06-08-22,15-07-23,United Kingdom,30,Female,Tablet,1 Month
+2429,Premium,11,10-08-22,12-07-23,Australia,30,Female,Smartphone,1 Month
+2430,Basic,10,13-08-22,11-07-23,Germany,44,Female,Tablet,1 Month
+2431,Premium,12,15-08-22,14-07-23,France,29,Female,Smart TV,1 Month
+2432,Basic,11,19-08-22,14-07-23,Brazil,28,Female,Tablet,1 Month
+2433,Standard,10,22-08-22,11-07-23,Mexico,48,Male,Tablet,1 Month
+2434,Standard,11,28-08-22,11-07-23,Spain,42,Female,Smart TV,1 Month
+2435,Basic,14,06-09-22,13-07-23,Italy,39,Male,Smartphone,1 Month
+2436,Premium,14,16-09-22,13-07-23,Spain,44,Female,Smart TV,1 Month
+2437,Basic,11,18-09-22,11-07-23,Spain,49,Male,Smart TV,1 Month
+2438,Standard,12,23-09-22,11-07-23,United States,49,Female,Smart TV,1 Month
+2439,Premium,10,28-09-22,13-07-23,Canada,36,Female,Laptop,1 Month
+2440,Basic,14,29-09-22,12-07-23,United States,50,Female,Laptop,1 Month
+2441,Premium,10,07-10-22,10-07-23,United States,49,Female,Smartphone,1 Month
+2442,Basic,11,08-10-22,12-07-23,Canada,36,Male,Smartphone,1 Month
+2443,Standard,13,10-10-22,13-07-23,United Kingdom,28,Female,Laptop,1 Month
+2444,Standard,15,14-10-22,12-07-23,Australia,45,Female,Smartphone,1 Month
+2445,Basic,14,16-10-22,10-07-23,Germany,31,Female,Smartphone,1 Month
+2446,Premium,11,18-10-22,12-07-23,France,46,Male,Tablet,1 Month
+2447,Basic,14,21-10-22,12-07-23,Brazil,27,Male,Tablet,1 Month
+2448,Standard,13,24-10-22,12-07-23,Mexico,43,Male,Tablet,1 Month
+2449,Premium,10,27-10-22,09-07-23,Spain,51,Female,Smart TV,1 Month
+2450,Basic,13,29-10-22,13-07-23,Italy,47,Female,Smartphone,1 Month
+2451,Premium,15,31-10-22,12-07-23,Spain,48,Female,Tablet,1 Month
+2452,Basic,14,04-11-22,13-07-23,Spain,31,Female,Tablet,1 Month
+2453,Standard,15,06-11-22,11-07-23,United States,48,Female,Smartphone,1 Month
+2454,Standard,10,08-11-22,13-07-23,Canada,36,Male,Smartphone,1 Month
+2455,Basic,10,09-11-22,11-07-23,United States,38,Female,Tablet,1 Month
+2456,Premium,13,11-11-22,13-07-23,United States,39,Male,Smartphone,1 Month
+2457,Basic,11,12-11-22,10-07-23,Canada,48,Male,Tablet,1 Month
+2458,Standard,12,12-11-22,12-07-23,United Kingdom,30,Female,Smart TV,1 Month
+2459,Premium,12,12-11-22,12-07-23,Australia,30,Male,Smart TV,1 Month
+2460,Basic,15,12-11-22,13-07-23,Germany,35,Female,Smart TV,1 Month
+2461,Premium,13,13-11-22,12-07-23,France,41,Male,Laptop,1 Month
+2462,Basic,11,13-11-22,13-07-23,Brazil,40,Female,Smart TV,1 Month
+2463,Standard,10,12-11-22,11-07-23,Mexico,50,Male,Smart TV,1 Month
+2464,Standard,12,05-11-22,12-07-23,Spain,42,Female,Smartphone,1 Month
+2465,Basic,15,03-11-22,11-07-23,Italy,30,Male,Tablet,1 Month
+2466,Premium,12,30-10-22,14-07-23,Spain,34,Male,Laptop,1 Month
+2467,Basic,15,26-10-22,11-07-23,Spain,40,Female,Smartphone,1 Month
+2468,Standard,14,24-10-22,12-07-23,United States,47,Female,Smartphone,1 Month
+2469,Premium,12,24-10-22,11-07-23,Canada,36,Male,Laptop,1 Month
+2470,Basic,13,20-10-22,13-07-23,United States,50,Female,Tablet,1 Month
+2471,Basic,10,17-10-22,11-07-23,United States,46,Male,Smartphone,1 Month
+2472,Basic,14,29-09-22,14-07-23,Canada,27,Female,Tablet,1 Month
+2473,Standard,12,28-09-22,11-07-23,United Kingdom,39,Female,Laptop,1 Month
+2474,Premium,10,06-09-22,12-07-23,Australia,49,Male,Smart TV,1 Month
+2475,Basic,12,05-09-22,11-07-23,Germany,37,Female,Tablet,1 Month
+2476,Basic,13,31-08-22,15-07-23,France,28,Male,Tablet,1 Month
+2477,Premium,12,30-08-22,12-07-23,Brazil,40,Male,Laptop,1 Month
+2478,Standard,10,16-08-22,13-07-23,Mexico,47,Male,Tablet,1 Month
+2479,Standard,11,16-08-22,11-07-23,Spain,51,Female,Laptop,1 Month
+2480,Basic,13,07-08-22,14-07-23,Italy,47,Male,Laptop,1 Month
+2481,Premium,10,05-08-22,12-07-23,Spain,33,Female,Laptop,1 Month
+2482,Standard,13,06-08-22,14-07-23,Spain,37,Female,Laptop,1 Month
+2483,Basic,15,28-07-22,11-07-23,United States,42,Male,Laptop,1 Month
+2484,Standard,11,29-07-22,13-07-23,Canada,50,Female,Smart TV,1 Month
+2485,Premium,14,25-07-22,12-07-23,United States,47,Female,Tablet,1 Month
+2486,Basic,10,25-07-22,14-07-23,United States,40,Female,Smartphone,1 Month
+2487,Premium,11,25-07-22,12-07-23,Canada,35,Male,Smart TV,1 Month
+2488,Standard,11,18-07-22,13-07-23,United Kingdom,29,Female,Smartphone,1 Month
+2489,Basic,11,17-07-22,12-07-23,Australia,48,Female,Smartphone,1 Month
+2490,Standard,10,17-07-22,15-07-23,Germany,35,Male,Smart TV,1 Month
+2491,Premium,13,18-07-22,11-07-23,France,41,Female,Smartphone,1 Month
+2492,Basic,14,19-07-22,12-07-23,Brazil,29,Female,Laptop,1 Month
+2493,Standard,11,20-07-22,11-07-23,Mexico,33,Male,Smart TV,1 Month
+2494,Premium,12,21-07-22,15-07-23,Spain,36,Male,Smart TV,1 Month
+2495,Basic,15,23-07-22,12-07-23,Italy,43,Female,Laptop,1 Month
+2496,Premium,14,25-07-22,12-07-23,Spain,28,Female,Smart TV,1 Month
+2497,Basic,15,04-08-22,14-07-23,Spain,33,Female,Smart TV,1 Month
+2498,Standard,12,09-08-22,15-07-23,United States,38,Male,Laptop,1 Month
+2499,Standard,13,12-08-22,12-07-23,Canada,48,Female,Tablet,1 Month
+2500,Basic,15,13-08-22,12-07-23,United States,35,Female,Smart TV,1 Month