RandomUserAPI.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "42ca86c9",
   "metadata": {},
   "source": [
    "## Rest API and HTTP "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b3d11058",
   "metadata": {},
   "source": [
    "We'll work with rest api and http get and send request methos here.\n",
    "We'll import requests libraray and have a url as shown\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "7695231a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'<!doctype '"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import requests\n",
    "url='http://www.google.com'\n",
    "r=requests.get(url)\n",
    "#print(r.text)\n",
    "\n",
    "#its memeber functions to get more details of r are\n",
    "r.status_code\n",
    "r.request.headers\n",
    "r.request.body\n",
    "r.headers\n",
    "r.encoding\n",
    "r.text[0:10]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4ae206ee",
   "metadata": {},
   "source": [
    "## working witth randomuser API\n",
    "RandomUser is an open-source, free API providing developers with randomly generated users to be used as placeholders for testing purposes. This makes the tool similar to Lorem Ipsum"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "bedac1ba",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting randomuser\n",
      "  Downloading randomuser-1.6.tar.gz (5.0 kB)\n",
      "  Preparing metadata (setup.py): started\n",
      "  Preparing metadata (setup.py): finished with status 'done'\n",
      "Building wheels for collected packages: randomuser\n",
      "  Building wheel for randomuser (setup.py): started\n",
      "  Building wheel for randomuser (setup.py): finished with status 'done'\n",
      "  Created wheel for randomuser: filename=randomuser-1.6-py3-none-any.whl size=5067 sha256=86d2e8ea1c5a0b7adbe18ec514192eac4479d49374171045f0abb6bde3297f8b\n",
      "  Stored in directory: c:\\users\\lenovo\\appdata\\local\\pip\\cache\\wheels\\41\\6f\\23\\878c103a235dc2d4e85a3965c124aae8a28470c541b81aa2ba\n",
      "Successfully built randomuser\n",
      "Installing collected packages: randomuser\n",
      "Successfully installed randomuser-1.6\n"
     ]
    }
   ],
   "source": [
    "!pip install randomuser"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "603403f5",
   "metadata": {},
   "outputs": [],
   "source": [
    "from randomuser import RandomUser\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "9900d986",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Mirco Perrin\n",
      "Elsie Steeves \n",
      "Emilia Hokkanen\n",
      "Mikkel Sørensen\n",
      "Dimitrios Schaar\n",
      "Floyd Porter\n",
      "Susanne Johnston\n",
      "Maja Kristensen\n",
      "Natalia Gutierrez\n",
      "Ethan Lee\n",
      "mirco.perrin@example.com\n",
      "elsie.steeves@example.com\n",
      "emilia.hokkanen@example.com\n",
      "mikkel.sorensen@example.com\n",
      "dimitrios.schaar@example.com\n",
      "floyd.porter@example.com\n",
      "susanne.johnston@example.com\n",
      "maja.kristensen@example.com\n",
      "natalia.gutierrez@example.com\n",
      "ethan.lee@example.com\n",
      "https://randomuser.me/api/portraits/men/42.jpg\n",
      "https://randomuser.me/api/portraits/women/83.jpg\n",
      "https://randomuser.me/api/portraits/women/47.jpg\n",
      "https://randomuser.me/api/portraits/men/56.jpg\n",
      "https://randomuser.me/api/portraits/men/38.jpg\n",
      "https://randomuser.me/api/portraits/men/27.jpg\n",
      "https://randomuser.me/api/portraits/women/79.jpg\n",
      "https://randomuser.me/api/portraits/women/21.jpg\n",
      "https://randomuser.me/api/portraits/women/70.jpg\n",
      "https://randomuser.me/api/portraits/men/30.jpg\n"
     ]
    }
   ],
   "source": [
    "r= RandomUser()\n",
    "r\n",
    "#a list of 10 users\n",
    "somelist=r.generate_users(10)\n",
    "somelist\n",
    "#to get required details of a users\n",
    "name=r.get_full_name()\n",
    "name\n",
    "\n",
    "\n",
    "#or to get full name of 10 users from the somelist we can\n",
    "for user in somelist:\n",
    "    print(user.get_full_name())\n",
    "    \n",
    "    \n",
    "    \n",
    "#similarly we can also fetch their gmail ids\n",
    "for user in somelist:\n",
    "    print(user.get_email())\n",
    "    \n",
    "    \n",
    "    \n",
    "#similarly we can also fetch their pictures\n",
    "for user in somelist:\n",
    "    print(user.get_picture())\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "32e32734",
   "metadata": {},
   "source": [
    "NOw this helps in testing and other purposes by testers and developers if we add additional info and create a dummy databse of users."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "f4f180c6",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<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>Name</th>\n",
       "      <th>Gender</th>\n",
       "      <th>City</th>\n",
       "      <th>State</th>\n",
       "      <th>DOB</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Miguel Hall</td>\n",
       "      <td>male</td>\n",
       "      <td>Perth</td>\n",
       "      <td>Western Australia</td>\n",
       "      <td>1966-09-24T11:58:43.444Z</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Marten Hornig</td>\n",
       "      <td>male</td>\n",
       "      <td>Werne</td>\n",
       "      <td>Sachsen-Anhalt</td>\n",
       "      <td>1953-03-26T00:07:37.695Z</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Gabrielle Addy</td>\n",
       "      <td>female</td>\n",
       "      <td>Chelsea</td>\n",
       "      <td>Saskatchewan</td>\n",
       "      <td>1975-02-28T16:27:06.038Z</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Justine Barnaby</td>\n",
       "      <td>female</td>\n",
       "      <td>Aylmer</td>\n",
       "      <td>Manitoba</td>\n",
       "      <td>1966-08-30T01:06:14.824Z</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Silas Sørensen</td>\n",
       "      <td>male</td>\n",
       "      <td>Støvring</td>\n",
       "      <td>Midtjylland</td>\n",
       "      <td>1952-03-03T21:50:14.047Z</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Olivier Denys</td>\n",
       "      <td>male</td>\n",
       "      <td>Brockton</td>\n",
       "      <td>Saskatchewan</td>\n",
       "      <td>1969-07-07T12:01:29.402Z</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Same Gardner</td>\n",
       "      <td>male</td>\n",
       "      <td>Warrnambool</td>\n",
       "      <td>Australian Capital Territory</td>\n",
       "      <td>1991-06-22T01:31:22.768Z</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Micaela Ferreira</td>\n",
       "      <td>female</td>\n",
       "      <td>Sete Lagoas</td>\n",
       "      <td>Rio de Janeiro</td>\n",
       "      <td>1963-01-16T17:54:38.962Z</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Grace Robertson</td>\n",
       "      <td>female</td>\n",
       "      <td>Brighton and Hove</td>\n",
       "      <td>West Sussex</td>\n",
       "      <td>1992-02-05T17:32:09.538Z</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Lily Mitchelle</td>\n",
       "      <td>female</td>\n",
       "      <td>Cobh</td>\n",
       "      <td>South Dublin</td>\n",
       "      <td>1997-09-10T18:40:29.125Z</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Adele Heiß</td>\n",
       "      <td>female</td>\n",
       "      <td>Gebesee</td>\n",
       "      <td>Rheinland-Pfalz</td>\n",
       "      <td>1968-04-16T20:06:25.920Z</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Carmen Dupuis</td>\n",
       "      <td>female</td>\n",
       "      <td>St. Ursen</td>\n",
       "      <td>Aargau</td>\n",
       "      <td>1956-09-21T07:12:22.092Z</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Daniel Macdonald</td>\n",
       "      <td>male</td>\n",
       "      <td>Selkirk</td>\n",
       "      <td>New Brunswick</td>\n",
       "      <td>1948-01-22T19:32:55.134Z</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Judith Murphy</td>\n",
       "      <td>female</td>\n",
       "      <td>Brisbane</td>\n",
       "      <td>Western Australia</td>\n",
       "      <td>1978-03-23T10:40:39.689Z</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Allan West</td>\n",
       "      <td>male</td>\n",
       "      <td>Roanoke</td>\n",
       "      <td>Maine</td>\n",
       "      <td>1987-11-29T06:53:06.126Z</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Nicola Andre</td>\n",
       "      <td>male</td>\n",
       "      <td>La Tène</td>\n",
       "      <td>Zug</td>\n",
       "      <td>1977-01-26T10:38:47.953Z</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>پرهام علیزاده</td>\n",
       "      <td>male</td>\n",
       "      <td>گرگان</td>\n",
       "      <td>کرمان</td>\n",
       "      <td>1955-01-25T15:01:07.168Z</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Avery Scott</td>\n",
       "      <td>female</td>\n",
       "      <td>Edinburgh</td>\n",
       "      <td>Lancashire</td>\n",
       "      <td>1978-12-07T17:34:15.456Z</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Nathan Roy</td>\n",
       "      <td>male</td>\n",
       "      <td>Beaumont</td>\n",
       "      <td>Northwest Territories</td>\n",
       "      <td>1981-03-04T13:19:28.607Z</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Marshall Elliott</td>\n",
       "      <td>male</td>\n",
       "      <td>Launceston</td>\n",
       "      <td>Western Australia</td>\n",
       "      <td>1983-10-24T09:45:38.419Z</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Julian Smith</td>\n",
       "      <td>male</td>\n",
       "      <td>Mackay</td>\n",
       "      <td>Northern Territory</td>\n",
       "      <td>1945-07-28T02:27:21.037Z</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Linnea Nevala</td>\n",
       "      <td>female</td>\n",
       "      <td>Veteli</td>\n",
       "      <td>Southern Ostrobothnia</td>\n",
       "      <td>1967-08-31T16:01:04.015Z</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Amanda Burton</td>\n",
       "      <td>female</td>\n",
       "      <td>Wicklow</td>\n",
       "      <td>Dún Laoghaire–Rathdown</td>\n",
       "      <td>1980-01-06T12:51:51.542Z</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Ayşe Nebioğlu</td>\n",
       "      <td>female</td>\n",
       "      <td>Bartın</td>\n",
       "      <td>Muğla</td>\n",
       "      <td>1953-12-08T09:38:43.815Z</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Xavier Ennis</td>\n",
       "      <td>male</td>\n",
       "      <td>Cumberland</td>\n",
       "      <td>Québec</td>\n",
       "      <td>1956-10-28T16:01:57.520Z</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                Name  Gender               City                         State  \\\n",
       "0        Miguel Hall    male              Perth             Western Australia   \n",
       "1      Marten Hornig    male              Werne                Sachsen-Anhalt   \n",
       "2     Gabrielle Addy  female            Chelsea                  Saskatchewan   \n",
       "3    Justine Barnaby  female             Aylmer                      Manitoba   \n",
       "4     Silas Sørensen    male          Støvring                    Midtjylland   \n",
       "5      Olivier Denys    male           Brockton                  Saskatchewan   \n",
       "6       Same Gardner    male        Warrnambool  Australian Capital Territory   \n",
       "7   Micaela Ferreira  female        Sete Lagoas                Rio de Janeiro   \n",
       "8    Grace Robertson  female  Brighton and Hove                   West Sussex   \n",
       "9     Lily Mitchelle  female               Cobh                  South Dublin   \n",
       "10        Adele Heiß  female            Gebesee               Rheinland-Pfalz   \n",
       "11     Carmen Dupuis  female          St. Ursen                        Aargau   \n",
       "12  Daniel Macdonald    male            Selkirk                 New Brunswick   \n",
       "13     Judith Murphy  female           Brisbane             Western Australia   \n",
       "14        Allan West    male            Roanoke                         Maine   \n",
       "15      Nicola Andre    male            La Tène                           Zug   \n",
       "16     پرهام علیزاده    male              گرگان                         کرمان   \n",
       "17       Avery Scott  female          Edinburgh                    Lancashire   \n",
       "18        Nathan Roy    male           Beaumont         Northwest Territories   \n",
       "19  Marshall Elliott    male         Launceston             Western Australia   \n",
       "20      Julian Smith    male             Mackay            Northern Territory   \n",
       "21     Linnea Nevala  female             Veteli         Southern Ostrobothnia   \n",
       "22     Amanda Burton  female            Wicklow        Dún Laoghaire–Rathdown   \n",
       "23     Ayşe Nebioğlu  female             Bartın                         Muğla   \n",
       "24      Xavier Ennis    male         Cumberland                        Québec   \n",
       "\n",
       "                         DOB  \n",
       "0   1966-09-24T11:58:43.444Z  \n",
       "1   1953-03-26T00:07:37.695Z  \n",
       "2   1975-02-28T16:27:06.038Z  \n",
       "3   1966-08-30T01:06:14.824Z  \n",
       "4   1952-03-03T21:50:14.047Z  \n",
       "5   1969-07-07T12:01:29.402Z  \n",
       "6   1991-06-22T01:31:22.768Z  \n",
       "7   1963-01-16T17:54:38.962Z  \n",
       "8   1992-02-05T17:32:09.538Z  \n",
       "9   1997-09-10T18:40:29.125Z  \n",
       "10  1968-04-16T20:06:25.920Z  \n",
       "11  1956-09-21T07:12:22.092Z  \n",
       "12  1948-01-22T19:32:55.134Z  \n",
       "13  1978-03-23T10:40:39.689Z  \n",
       "14  1987-11-29T06:53:06.126Z  \n",
       "15  1977-01-26T10:38:47.953Z  \n",
       "16  1955-01-25T15:01:07.168Z  \n",
       "17  1978-12-07T17:34:15.456Z  \n",
       "18  1981-03-04T13:19:28.607Z  \n",
       "19  1983-10-24T09:45:38.419Z  \n",
       "20  1945-07-28T02:27:21.037Z  \n",
       "21  1967-08-31T16:01:04.015Z  \n",
       "22  1980-01-06T12:51:51.542Z  \n",
       "23  1953-12-08T09:38:43.815Z  \n",
       "24  1956-10-28T16:01:57.520Z  "
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def get_users():\n",
    "    user=[]\n",
    "    for sampleuser in RandomUser.generate_users(25):\n",
    "        user.append({\"Name\": sampleuser.get_full_name(), \n",
    "                          \"Gender\": sampleuser.get_gender(),\n",
    "                           \"City\": sampleuser.get_city(),\n",
    "                           \"State\":sampleuser.get_state(),\n",
    "                           \"DOB\":sampleuser.get_dob()})\n",
    "    return pd.DataFrame(user)\n",
    "\n",
    "ourdataframe=get_users()\n",
    "ourdataframe"
   ]
  }
 ],
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