create-profile-reading-tracker-prototype.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "#configurations that need to be done\n",
    "file_name = 'politican-data' #make sure that the file is parallel to this program"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#DBpURL</th>\n",
       "      <th>ID</th>\n",
       "      <th>WikiURL</th>\n",
       "      <th>gender</th>\n",
       "      <th>name</th>\n",
       "      <th>birthDate</th>\n",
       "      <th>deathDate</th>\n",
       "      <th>occupation</th>\n",
       "      <th>nationality</th>\n",
       "      <th>party</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>http://dbpedia.org/resource/Quincy_Timberlake</td>\n",
       "      <td>11</td>\n",
       "      <td>http://en.wikipedia.org/wiki/Quincy_Timberlake</td>\n",
       "      <td>male</td>\n",
       "      <td>[' quincy timberlake ', ' timberlake quincy ']</td>\n",
       "      <td>[' 1980-04-22 ']</td>\n",
       "      <td>NaN</td>\n",
       "      <td>['politician']</td>\n",
       "      <td>['kenyan']</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>http://dbpedia.org/resource/Fanny_Edelman</td>\n",
       "      <td>29</td>\n",
       "      <td>http://en.wikipedia.org/wiki/Fanny_Edelman</td>\n",
       "      <td>female</td>\n",
       "      <td>[' fanny edelman ', ' edelman fanny ']</td>\n",
       "      <td>[' 1911-02-27 ']</td>\n",
       "      <td>[' 2011-11-01 ']</td>\n",
       "      <td>['politician']</td>\n",
       "      <td>['argentine']</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>http://dbpedia.org/resource/Stojan_Novaković</td>\n",
       "      <td>65</td>\n",
       "      <td>http://en.wikipedia.org/wiki/Stojan_Novaković</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[' stojan novaković ', ' (стојан новаковић) ',...</td>\n",
       "      <td>[' 1842-11-01 ']</td>\n",
       "      <td>[' 1915-02-18 ']</td>\n",
       "      <td>['historian', 'philology', 'politician', 'dipl...</td>\n",
       "      <td>['serbian']</td>\n",
       "      <td>[' serbian progressive party (historical) ']</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>http://dbpedia.org/resource/Paul_Scheffer</td>\n",
       "      <td>102</td>\n",
       "      <td>http://en.wikipedia.org/wiki/Paul_Scheffer</td>\n",
       "      <td>male</td>\n",
       "      <td>[' scheffer paul ']</td>\n",
       "      <td>[' 1954-09-03 ']</td>\n",
       "      <td>NaN</td>\n",
       "      <td>['politician']</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>http://dbpedia.org/resource/Ed_Robb</td>\n",
       "      <td>127</td>\n",
       "      <td>http://en.wikipedia.org/wiki/Ed_Robb</td>\n",
       "      <td>male</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>['politician']</td>\n",
       "      <td>['american']</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                         #DBpURL   ID  \\\n",
       "0  http://dbpedia.org/resource/Quincy_Timberlake   11   \n",
       "1      http://dbpedia.org/resource/Fanny_Edelman   29   \n",
       "2   http://dbpedia.org/resource/Stojan_Novaković   65   \n",
       "3      http://dbpedia.org/resource/Paul_Scheffer  102   \n",
       "4            http://dbpedia.org/resource/Ed_Robb  127   \n",
       "\n",
       "                                          WikiURL  gender  \\\n",
       "0  http://en.wikipedia.org/wiki/Quincy_Timberlake    male   \n",
       "1      http://en.wikipedia.org/wiki/Fanny_Edelman  female   \n",
       "2   http://en.wikipedia.org/wiki/Stojan_Novaković     NaN   \n",
       "3      http://en.wikipedia.org/wiki/Paul_Scheffer    male   \n",
       "4            http://en.wikipedia.org/wiki/Ed_Robb    male   \n",
       "\n",
       "                                                name         birthDate  \\\n",
       "0     [' quincy timberlake ', ' timberlake quincy ']  [' 1980-04-22 ']   \n",
       "1             [' fanny edelman ', ' edelman fanny ']  [' 1911-02-27 ']   \n",
       "2  [' stojan novaković ', ' (стојан новаковић) ',...  [' 1842-11-01 ']   \n",
       "3                                [' scheffer paul ']  [' 1954-09-03 ']   \n",
       "4                                                NaN               NaN   \n",
       "\n",
       "          deathDate                                         occupation  \\\n",
       "0               NaN                                     ['politician']   \n",
       "1  [' 2011-11-01 ']                                     ['politician']   \n",
       "2  [' 1915-02-18 ']  ['historian', 'philology', 'politician', 'dipl...   \n",
       "3               NaN                                     ['politician']   \n",
       "4               NaN                                     ['politician']   \n",
       "\n",
       "     nationality                                         party  \n",
       "0     ['kenyan']                                           NaN  \n",
       "1  ['argentine']                                           NaN  \n",
       "2    ['serbian']  [' serbian progressive party (historical) ']  \n",
       "3            NaN                                           NaN  \n",
       "4   ['american']                                           NaN  "
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pol = pd.read_csv(file_name, sep='\\t')\n",
    "pol.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Quincy_Timberlake',\n",
       " 'Fanny_Edelman',\n",
       " 'Stojan_Novaković',\n",
       " 'Paul_Scheffer',\n",
       " 'Ed_Robb',\n",
       " 'Nizamettin_Erkmen',\n",
       " 'Claudio_Scajola',\n",
       " 'Lawrence_Lual_Lual',\n",
       " 'Thomas_Clausen_(Louisiana)',\n",
       " 'Yang_Ti-liang',\n",
       " 'Georges_Colombier',\n",
       " 'Gottlieb_Duttweiler',\n",
       " 'Mohammad_Natsir',\n",
       " 'Ján_Ševčík',\n",
       " 'Georges_Othily',\n",
       " 'Athanasios_N._Miaoulis',\n",
       " 'Kristalina_Georgieva',\n",
       " 'Otto_Hoetzsch',\n",
       " 'Rafiq_Ahmed_Jamali',\n",
       " 'Carolyn_Maloney',\n",
       " 'Sir_Gilbert_Pickering,_1st_Baronet',\n",
       " 'Karel_Rüütli',\n",
       " 'Todd_Rokita',\n",
       " 'Salmir_Kaplan',\n",
       " 'Ramón_Jiménez_Fuentes',\n",
       " 'Krasen_Kralev',\n",
       " 'Denver_Butler',\n",
       " 'Massimo_Giorgetti',\n",
       " 'Nancy_Shukri',\n",
       " 'Julie_Green',\n",
       " 'Elżbieta_Pierzchała',\n",
       " 'Brice_Lalonde',\n",
       " 'Chandrasiri_Gajadeera',\n",
       " 'Slavica_Đukić_Dejanović',\n",
       " 'Ho_Dam',\n",
       " 'José_Piñera_Carvallo',\n",
       " 'Bruce_Jesson',\n",
       " 'Thomas_Ravenel',\n",
       " 'Akhilesh_Yadav',\n",
       " 'Luc_Recordon',\n",
       " 'Benjamin_D._Dwinnell',\n",
       " 'José_Francisco_Rábago',\n",
       " 'Gustaw_Przeczek',\n",
       " 'Jacques_Lavoie',\n",
       " 'Nessa_Childers',\n",
       " 'S._Nijamudeen',\n",
       " 'María_García_Quiroz',\n",
       " 'Tunji_Olurin',\n",
       " 'Jalagam_Vengala_Rao',\n",
       " 'Jim_McGovern_(British_politician)',\n",
       " 'Mohammad_Reza_Aref',\n",
       " 'Alexander_Hermann,_Count_of_Wartensleben',\n",
       " 'Ali_Ahsan_Mohammad_Mojaheed',\n",
       " 'Faustino_Félix_Chávez',\n",
       " 'Saadaldeen_Talib',\n",
       " 'Laxmikant_Parsekar',\n",
       " 'Tulsidas_Jadhav',\n",
       " 'Rigoberta_Menchú',\n",
       " 'Lucie_Leblanc',\n",
       " 'David_Milwyn_Duggan',\n",
       " 'John_Wilson_(Mid_Durham_MP)',\n",
       " 'Yōsuke_Tsuruho',\n",
       " 'Mark_Souder',\n",
       " 'Benjamin_Boyd_(South_Carolina)',\n",
       " 'Joaquín_Abril_Martorell',\n",
       " 'Martin_Lidegaard',\n",
       " 'Paul_Janson',\n",
       " 'Iain_Smith_(Scottish_politician)',\n",
       " 'Jacques_Germeaux',\n",
       " 'R._Avudaiyappan',\n",
       " 'Al_Smith',\n",
       " 'William_Gupton',\n",
       " 'Bill_Malarky',\n",
       " 'Jeanette_Dousdebes_Rubio',\n",
       " 'Buzz_Thomas',\n",
       " 'Sachin_Ahir',\n",
       " 'Maria_Lohela',\n",
       " 'Carlos_Morales_Vázquez',\n",
       " 'Daniel_Spagnou',\n",
       " 'Antoine_Wright_(politician)',\n",
       " 'Pawan_Kumar_Tinu',\n",
       " 'Sardar_Tufail_Ahmad_Khan_Mayo',\n",
       " 'Mohammad_Khan_Qajar',\n",
       " 'Tom_Tauke',\n",
       " 'Wojciech_Olejniczak',\n",
       " 'Ayisha_Osori',\n",
       " 'Samuel_Miller_Quincy',\n",
       " 'Arsalan_Fathipour',\n",
       " 'Claus_Nissen_Riiber_Berg',\n",
       " 'Alun_Davies_(politician)',\n",
       " 'Muhammad_Khan_Achakzai',\n",
       " 'Dragan_Đilas',\n",
       " 'Elżbieta_Bieńkowska',\n",
       " 'Sándor_Rónai',\n",
       " 'V._J._Sukselainen',\n",
       " 'Peter_Bossman',\n",
       " 'Muhammad_Fazal_Karim',\n",
       " 'Hortensia_Aragón_Castillo',\n",
       " 'Walter_E._Fauntroy',\n",
       " 'Leopold_De_Wael',\n",
       " 'Mira_Spivak',\n",
       " 'Brody_Sweeney',\n",
       " 'Liza_M._Ortiz',\n",
       " 'Nicolás_del_Caño',\n",
       " 'Michael_Brennan_(Progressive_Democrats)',\n",
       " 'Mohammed_Tayea',\n",
       " 'Jacques_Grosperrin',\n",
       " 'Florestano_Di_Fausto',\n",
       " 'Ferdinand_Odžakov',\n",
       " 'Rabindra_Pratap_Shah',\n",
       " 'Jesse_Hale_Moore',\n",
       " 'Obdulio_Ávila_Mayo',\n",
       " 'Lillian_Hansen',\n",
       " 'Antonio_Mejía_Haro',\n",
       " 'Démosthène_Ollivier',\n",
       " 'Koffi_Agbényéga_Voule-Frititi',\n",
       " 'G._M._Syed',\n",
       " 'Melvin_Rambin',\n",
       " 'James_W._Mott',\n",
       " 'Zhang_Zhijun',\n",
       " 'Felipe_González_González',\n",
       " 'Daggubati_Venkateswara_Rao',\n",
       " \"Arthur_O'Neill\",\n",
       " 'George_D._Perkins',\n",
       " 'Francis_W._Eppes',\n",
       " 'Torgeir_Svendsen',\n",
       " 'Franz_Josef_Ritter_von_Buß',\n",
       " 'Alfredo_Cachia_Zammit',\n",
       " 'Deendayal_Upadhyaya',\n",
       " 'Thanga_Tamil_Selvan',\n",
       " 'Eleonora_Menicucci',\n",
       " 'Kirata_Temamaka',\n",
       " 'Elvin_Nimrod',\n",
       " 'Rod_Donald',\n",
       " 'Penny_Ballem',\n",
       " 'Adolf_Fischhof',\n",
       " 'Teodoro_Lonfernini',\n",
       " 'Michel_Sainte-Marie',\n",
       " 'Francis_Burdett',\n",
       " 'Emmanuel_Erskine',\n",
       " 'Gu_Chunli',\n",
       " 'Adrien_Charles_Deshommets_de_Martainville',\n",
       " 'Dingiri_Banda_Wijetunga',\n",
       " 'Bryan_Owsley',\n",
       " 'István_Marton_(politician)',\n",
       " 'P._A._Antony',\n",
       " 'Mirosław_Maliszewski',\n",
       " 'Rolf_Hauge_(trade_unionist)',\n",
       " 'Jean_Breaux',\n",
       " 'Nicole_Collier',\n",
       " 'Peter_Naholo',\n",
       " 'Alexander_H._Conner',\n",
       " 'Vida_Goldstein',\n",
       " 'Christian_K._Wedemeyer',\n",
       " 'Chris_Hall_(politician)',\n",
       " 'César_González_Martínez',\n",
       " 'Rogelio_Rueda_Sánchez',\n",
       " 'Chiu_Chuang-huan',\n",
       " 'Mariliza_Xenogiannakopoulou',\n",
       " 'Y._Hewoto_Awomi',\n",
       " 'Attje_Kuiken',\n",
       " 'Thomas_Starr_King',\n",
       " 'Antonio_Martino',\n",
       " 'Shi_Xiong',\n",
       " 'Anwar_Ali_Cheema',\n",
       " 'Graciliano_Ramos',\n",
       " 'Guo_Jinlong',\n",
       " 'Khushal_Bopche',\n",
       " 'Esther_Alder',\n",
       " 'Wenxiang',\n",
       " 'Vakha_Arsanov',\n",
       " 'Pon_Radhakrishnan',\n",
       " \"Seamus_O'Regan\",\n",
       " \"Miriam_Glazer-Ta'asa\",\n",
       " 'Malali_Ishaqzai',\n",
       " 'Seamus_Mallon',\n",
       " 'Friedrich_Dickel',\n",
       " 'Domingos_Duarte_Lima',\n",
       " 'Anna_Maria_Muccioli',\n",
       " 'Ana_Rita_Esgário',\n",
       " 'Eckhard_Stratmann-Mertens',\n",
       " 'Andreas_Panagopoulos',\n",
       " 'Wooda_Nicholas_Carr',\n",
       " 'Larissa_Waters',\n",
       " 'Patrik_Norinder',\n",
       " 'Parker_Griffith',\n",
       " 'Sun_Zhigang',\n",
       " 'Zhu_Liangcai',\n",
       " 'Egil_Bergsland',\n",
       " 'Raul_Manglapus',\n",
       " 'Carmencita_Hederman',\n",
       " 'Carlos_Duque',\n",
       " 'M._John_Vincent',\n",
       " 'Hyman_Goldstein_(politician)',\n",
       " 'Henry_Lyons,_1st_Baron_Ennisdale',\n",
       " 'Samuel_Sarpong',\n",
       " 'Hilda_Mason',\n",
       " 'Georgina_Zapata_Lucero',\n",
       " 'Otto_Lee',\n",
       " 'Jack_Jones_(Silvertown_MP)',\n",
       " 'Peder_E._Vorum',\n",
       " 'Francisco_Sánchez_Ramos',\n",
       " 'Ahn_Sang-soo_(born_May_1946)',\n",
       " 'Ramón_Sampayo_Ortíz',\n",
       " 'Vicki_Berger',\n",
       " 'Emmerich_Joseph_de_Dalberg',\n",
       " 'William_Petzäll',\n",
       " 'George_F._Wingard',\n",
       " 'Nino_Host_Venturi',\n",
       " 'Wilson_Hungerford',\n",
       " 'Laxman_Munda',\n",
       " \"Marcello_Dell'Utri\",\n",
       " 'Tony_Exum',\n",
       " 'Ryan_Frazier',\n",
       " 'Volodymyr_Ohryzko',\n",
       " 'Alphonse_Couturier_(Liberal_politician)',\n",
       " 'Arthur_Tovmasyan',\n",
       " 'Hugh_Finn',\n",
       " 'Ahmed_Warsame',\n",
       " 'David_Collison',\n",
       " 'Richard_Hertwig',\n",
       " 'Gery_Chico',\n",
       " 'Hassan_Aly',\n",
       " 'Fanny_Ahlfors',\n",
       " 'Anders_Hornslien',\n",
       " 'Dick_Knowles',\n",
       " 'Hector_Luisi',\n",
       " 'Bill_Rosendahl',\n",
       " 'Eddie_Fullerton',\n",
       " 'J._Rameshwar_Rao',\n",
       " 'Barry_Campbell',\n",
       " 'Arie_Heijkoop',\n",
       " 'Wiley_Scribner',\n",
       " 'Bishan_Narayan_Dar',\n",
       " 'Edward_C._Kretlow',\n",
       " 'Asma_Agbarieh',\n",
       " 'Antonio_Bajamonti',\n",
       " 'Ferdynand_Arczyński',\n",
       " 'Xie_Xide',\n",
       " 'William_Bennett_(English_politician)',\n",
       " 'Vicente_Riva_Palacio',\n",
       " 'Herbert_Quin',\n",
       " 'Jim_Sillars',\n",
       " 'Rafael_Francisco_Amador_Campos',\n",
       " 'Wijeyananda_Dahanayake',\n",
       " 'Ernest_Tresidder',\n",
       " 'Alejandro_Carabias_Icaza',\n",
       " 'Adolf_Grimme',\n",
       " 'Elvira_Pola_Figueroa',\n",
       " 'Eduardo_Brenta',\n",
       " 'Howard_Baker',\n",
       " 'James_John_Hamlyn_Moses',\n",
       " 'Dena_M._Carli',\n",
       " 'Ottaviano_Del_Turco',\n",
       " 'Emil_Boc',\n",
       " 'Kathryn_Reilly',\n",
       " 'Siegfried_Nagl',\n",
       " 'Josian_Santiago',\n",
       " 'Alok_Sharma',\n",
       " 'Paul-Émile_Janson',\n",
       " 'Dmitry_Manuilsky',\n",
       " 'John_Reyly',\n",
       " 'D._O._Quick',\n",
       " 'Jann_Stuckey',\n",
       " 'Prakashrao_Abitkar',\n",
       " 'Lyn_Brown_(politician)',\n",
       " 'Wang_Jianli',\n",
       " 'Ngairangbam_Bijoy_Singh',\n",
       " 'Derrick_Simmons',\n",
       " 'Prince_Louis_Rwagasore',\n",
       " 'Leiv_Magnus_Vidvei',\n",
       " 'Òscar_Ribas_Reig',\n",
       " 'Charles-Louis_Rochat',\n",
       " 'Syvert_Omundsen_Eeg',\n",
       " 'Mustafa_Akaydın',\n",
       " 'Jean-Jacques_Susini',\n",
       " 'James_Blundell_(singer)',\n",
       " 'Robert_Libman',\n",
       " 'Hope_Morgan_Ward',\n",
       " 'P._L._Punia',\n",
       " 'Sylvia_Lucas',\n",
       " 'Heinz_Jost',\n",
       " 'Masashi_Waki',\n",
       " 'Edward_Murphy_(politician)',\n",
       " 'Shamsul_Huq',\n",
       " 'Manuel_Fraga_Iribarne',\n",
       " 'Félix_Bautista',\n",
       " 'Jorge_Rosiñol_Abreu',\n",
       " 'Zheng_Su',\n",
       " 'Lau_Dan',\n",
       " 'Mohamed_Abbou_(Moroccan_politician)',\n",
       " 'Bets_Borm-Luijkx',\n",
       " 'Julián_Besteiro',\n",
       " 'Zhang_Jian_(politician)',\n",
       " 'John_Quiñones_(politician)',\n",
       " 'John_White_(Louisiana_politician)',\n",
       " 'Carmel_Zollo',\n",
       " 'Abner_Lawson_Duncan',\n",
       " 'Heinz_Neukirchen',\n",
       " 'Vicente_Millora',\n",
       " 'Vasile_Stati',\n",
       " 'B._D._Lakshman',\n",
       " 'Alfonso_Elías_Serrano',\n",
       " 'Alfonso_Navarrete_Prida',\n",
       " 'Sheikh_Waqas_Akram',\n",
       " 'Tina_Molinari',\n",
       " 'Karl_K._Kleppe',\n",
       " 'Søren_Pape_Poulsen',\n",
       " 'Arrel_Olaño',\n",
       " 'Francesco_De_Martino',\n",
       " 'David_Azulai',\n",
       " 'Yves_Détraigne',\n",
       " 'Alex_C._Ruffing',\n",
       " 'Sunil_Tatkare',\n",
       " 'Charlotte_Anita_Whitney',\n",
       " 'Alain_Fouché',\n",
       " 'T._M._Nallaswamy',\n",
       " 'Pedro_Montt',\n",
       " 'Triloki_Ram',\n",
       " 'Johan_Christian_Heuch',\n",
       " 'Yang_Bin',\n",
       " 'Frances_May_Don',\n",
       " 'Tiririca',\n",
       " 'Jalila_Jefferson-Bullock',\n",
       " 'Tan_Yankai',\n",
       " 'A._T._M._Abdul_Mateen',\n",
       " 'John_McCoy_(politician)',\n",
       " 'Sergio_del_Valle_Jiménez',\n",
       " 'José_A._Rodríguez_Cruz',\n",
       " 'Sushmita_Dev',\n",
       " 'Vilja_Toomast',\n",
       " 'Adam_Marshall',\n",
       " 'Steven_Sim',\n",
       " 'Subramaniam_Sathasivam',\n",
       " 'Mark_Fredriksen',\n",
       " 'Farrukh_Saleem',\n",
       " 'Jia_Zhibang',\n",
       " 'Abdullahi_Boos_Ahmed',\n",
       " 'Stephen_F._Chadwick',\n",
       " 'Umberto_Fabris',\n",
       " 'Grzegorz_Kołacz',\n",
       " 'Stevo_Pendarovski',\n",
       " 'Gaspar_de_Espinosa',\n",
       " 'Wilhelm_von_Bismarck',\n",
       " 'Sam_Ratulangi',\n",
       " 'Muhammad_Sanya',\n",
       " 'Salih_Mahmoud_Osman',\n",
       " 'Ulrik_Frederik_Cappelen',\n",
       " 'Yoshio_Yatsu',\n",
       " 'Marco_Hausiku',\n",
       " 'Elhanan_Glazer',\n",
       " 'Inder_Jit_Malhotra',\n",
       " 'Jacobus_Arnoldus_Graaff',\n",
       " 'Buddy_Wentworth',\n",
       " 'Ben_Hueso',\n",
       " 'Mridula_Sinha',\n",
       " 'Juan_Álvarez',\n",
       " 'Carl_Grewesmühl',\n",
       " 'Carlos_Julio_Arosemena_Monroy',\n",
       " 'Robert_Condon',\n",
       " 'Dharma_Bhiksham',\n",
       " 'Walter_Patrick_Twinn',\n",
       " 'Mostafa_Kavakebian',\n",
       " 'Željko_Komšić',\n",
       " 'Britt_Hildeng',\n",
       " 'Edward_Müller',\n",
       " 'Joaquín_María_de_Ferrer_y_Cafranga',\n",
       " 'Robert_Sharman-Crawford',\n",
       " 'Victoria_Hernandez-Reyes',\n",
       " 'Brockhill_Newburgh',\n",
       " 'Benjamin_Nageak',\n",
       " 'Jean-Marc_Brûlé',\n",
       " 'Heinrich_Albertz',\n",
       " 'Rodolfo_Elizondo_Torres',\n",
       " 'Colleen_Hanabusa',\n",
       " 'Andrés_Felipe_Arias_Leiva',\n",
       " 'Henry_E._Cooper',\n",
       " 'Tony_Dreyfus',\n",
       " 'Kundy_Pahiama',\n",
       " 'Ingibjörg_H._Bjarnason',\n",
       " 'Fernando_Pérez_Noriega',\n",
       " 'Jordi_Font_Mariné',\n",
       " 'Yadav_Shivram_Mahajan',\n",
       " 'Bent_Røiseland',\n",
       " 'Maj_Britt_Andersen',\n",
       " 'Teodor_Teodorov',\n",
       " 'Frederick_Outa_Otieno',\n",
       " 'James_E._West_(politician)',\n",
       " 'Dale_Lovick',\n",
       " 'António_Ramalho_Eanes',\n",
       " 'Rattan_Singh_Ajnala',\n",
       " 'George_Chan_Hong_Nam',\n",
       " 'Amildo_Morales',\n",
       " 'Sadriddin_Ayni',\n",
       " 'Vitālijs_Orlovs',\n",
       " 'Rob_Munro',\n",
       " 'Jens_Beutel',\n",
       " 'Tobias_Billström',\n",
       " 'Roger_van_Boxtel',\n",
       " 'Sajeeb_Wazed',\n",
       " 'Lysandros_Vilaetis',\n",
       " 'Fred_Fono',\n",
       " 'Johannes_Lundson',\n",
       " 'Proco_Joe_Moreno',\n",
       " 'Harith_al-Obeidi',\n",
       " 'Danny_Kinahan',\n",
       " 'Steve_Beshear',\n",
       " 'Hüseyin_Aygün',\n",
       " 'Adnan_Kassar',\n",
       " 'Endre_Hadik-Barkóczy',\n",
       " 'Božo_Nikolić',\n",
       " 'Thomas_Dawson,_1st_Viscount_Cremorne',\n",
       " 'Erika_Spezia_Maldonado',\n",
       " 'Butta_Renuka',\n",
       " 'Saburo_Okita',\n",
       " 'Lalmohan_Ghosh',\n",
       " 'Raad_Shallal_al-Ani',\n",
       " 'Madhukar_Katre',\n",
       " 'Paul_Kronacker',\n",
       " 'Carol_Browner',\n",
       " 'Stan_Woloshyn',\n",
       " 'Henry_Knox',\n",
       " 'Zhang_Wenguan',\n",
       " 'Roberto_Tremelloni',\n",
       " 'Tatsuo_Murayama',\n",
       " 'Catherine_Gavin',\n",
       " 'Craig_Fitzhugh',\n",
       " 'Juan_Vicente_Chiarino',\n",
       " 'Clive_Betts',\n",
       " 'Rapolu_Ananda_Bhaskar',\n",
       " 'Žarko_Korać',\n",
       " 'Cecil_Dennistoun_Burney',\n",
       " 'Juanita_Arcelia_Cruz',\n",
       " 'Charles_de_la_Verpillière',\n",
       " 'S._Madheswaran',\n",
       " 'Prince_Gong',\n",
       " 'Julia_Pitera',\n",
       " 'José_Pinto_Coelho',\n",
       " 'Yan_Gamarnik',\n",
       " 'Toni_Abela',\n",
       " 'Étienne_Cabet',\n",
       " 'Zhao_Fusan',\n",
       " 'Otis_Johnson',\n",
       " 'Charles_Elwood_Brown',\n",
       " 'Ray_Stevens_(politician)',\n",
       " 'Óscar_Martín_Ramos_Salinas',\n",
       " 'Bobby_Richardson',\n",
       " 'Ge_Hongsheng',\n",
       " 'Allison_Madueke',\n",
       " 'Galvano_Della_Volpe',\n",
       " 'Jolo_Revilla',\n",
       " 'John_Russell_(prohibitionist)',\n",
       " 'Dominique_Ntsiété',\n",
       " 'Anna_Mukhamedov',\n",
       " 'Ni_Shu',\n",
       " 'Giancarlo_Scottà',\n",
       " 'John_Giheno',\n",
       " 'Jean-Paul_Denanot',\n",
       " 'R._Krishnan_(politician)',\n",
       " 'Nikola_Mikhov',\n",
       " 'Rolf_Olsson',\n",
       " 'Visar_Arifaj',\n",
       " 'Carmen_Alborch',\n",
       " 'W._D._Childers',\n",
       " 'Liu_Jianfeng',\n",
       " 'Shuli_Mualem',\n",
       " 'Alexander_Podrabinek',\n",
       " 'K._Thirupathy',\n",
       " 'Fatos_Hoxha',\n",
       " \"George_'Johnny'_Johnson\",\n",
       " 'Christian_Sole',\n",
       " 'Richard_Field_(politician)',\n",
       " 'Fotis_Kouvelis',\n",
       " 'Tomás_Carreras_Artau',\n",
       " 'John_Owen_Dominis',\n",
       " 'Rolf_Gerhardsen',\n",
       " 'Howard_Reynold_Penn',\n",
       " 'Michael_Doherty_(Irish_politician)',\n",
       " 'Wilfred_de_Souza',\n",
       " 'Maria_Rita_Lorenzetti',\n",
       " 'James_Traficant',\n",
       " 'Christine_Lagarde',\n",
       " 'Laura_María_Garro_Sánchez',\n",
       " 'Justo_Rufino_Barrios',\n",
       " 'Donald_Lee_(politician)',\n",
       " 'Uzi_Baram',\n",
       " 'Malik_Mehr_un_Nisa_Afridi',\n",
       " 'Motohiko_Kondo',\n",
       " 'Peter_Eckersley_(cricketer)',\n",
       " 'Bernt_Stilluf_Karlsen',\n",
       " 'Abdul_Rahman_Mustafa',\n",
       " 'Huang_Ming_(politician)',\n",
       " 'Toni_Preckwinkle',\n",
       " 'Patricia_R._Bellock',\n",
       " 'Daisy_Elliott',\n",
       " 'Omar_Oussedik',\n",
       " 'Charles_Jordan_(government_official)',\n",
       " 'Francisco_Forteza_(son)',\n",
       " 'Sharon_Ebanks',\n",
       " 'Bjørn_Skogstad_Aamo',\n",
       " 'Asaf_Ali',\n",
       " 'Nancy_Boyda',\n",
       " 'Myqerem_Tafaj',\n",
       " 'Ram_Jati_Singh',\n",
       " 'Tarun_Gogoi',\n",
       " 'N._Ramakrishnan',\n",
       " 'Martin_Mutschmann',\n",
       " 'Balu_Naik',\n",
       " 'Josip_Predavec',\n",
       " 'Janko_Vukotić',\n",
       " 'Pierre_Bossier',\n",
       " 'Kim_Jong-il',\n",
       " 'Hashem_Abd_al-Rahman',\n",
       " 'Kenny_Ray_Cox',\n",
       " 'Salinda_Dissanayake',\n",
       " 'Francisco_Grajales_Palacios',\n",
       " 'Ramazan_Bashardost',\n",
       " 'Adán_Chávez',\n",
       " 'Jean_Chavannes_Jeune',\n",
       " 'Rafael_Ramírez_Hidalgo',\n",
       " 'John_Kelly_(Sinn_Féin_politician)',\n",
       " 'Prosper_Duvergier_de_Hauranne',\n",
       " 'Sir_Arthur_Gore,_1st_Baronet',\n",
       " 'Robert_Smoktunowicz',\n",
       " 'Joko_Widodo',\n",
       " 'Vaiko',\n",
       " 'Guy_Favreau',\n",
       " 'Fakhruddin_Ali_Ahmed',\n",
       " 'Odd_Rikard_Olsen',\n",
       " 'José_Gomes_Temporão',\n",
       " 'Prênk_Bibë_Doda',\n",
       " 'Julius_Anton_Glaser',\n",
       " 'Jamshid_Amouzegar',\n",
       " 'P._K._van_der_Byl',\n",
       " 'Raúl_Salinas_Lozano',\n",
       " 'Daisuke_Matsumoto',\n",
       " 'Thomas_B._Stanley',\n",
       " 'Phuntsok_Wangyal',\n",
       " 'Peter_Ulrik_Magnus_Hount',\n",
       " 'Gérard_Deltell',\n",
       " 'Paolo_Orano',\n",
       " 'Abdirahman_Saylici',\n",
       " 'Horacio_Rodríguez_Larreta',\n",
       " 'John_Casimir_Ehrnrooth',\n",
       " 'Mantas_Adomėnas',\n",
       " 'Mirvan_Xhemaili',\n",
       " 'Uffe_Elbæk',\n",
       " 'Timothy_Villagomez',\n",
       " 'Abdulhussain_bin_Ali_Mirza',\n",
       " 'François_Dufour',\n",
       " 'Mahamadou_Danda',\n",
       " 'Lovely_Anand',\n",
       " 'Othón_Cuevas_Córdova',\n",
       " 'Paul_O._Løkke',\n",
       " 'Haya_van_Someren',\n",
       " 'Kálmán_Nagy',\n",
       " 'Kathleen_Wynne',\n",
       " 'Mansukh_L._Mandaviya',\n",
       " 'Alireza_Zakani',\n",
       " 'Navin_Maharaj',\n",
       " 'José_Sócrates',\n",
       " 'Qemal_Mullai',\n",
       " 'P._K._Sreemathy',\n",
       " 'Sarath_Chandrasiri_Mayadunne',\n",
       " 'César_Flores_Maldonado',\n",
       " 'Rajesh_Tacho',\n",
       " 'Mary_Keefe',\n",
       " 'Vladimír_Clementis',\n",
       " 'William_C._Cozzens',\n",
       " 'Avtar_Singh_Malhotra',\n",
       " 'M._S._Gill',\n",
       " 'Guy_Scott',\n",
       " 'Richard_Salwey',\n",
       " 'James_Gralton',\n",
       " 'Baba_Jigida',\n",
       " 'Tie_Ning',\n",
       " 'K._Ponmudy',\n",
       " 'Arthur_Longmore',\n",
       " 'R._Nadesan',\n",
       " 'William_Fullerton_(politician)',\n",
       " 'S._S._Ahluwalia',\n",
       " 'Angela_Merkel',\n",
       " 'Ferenc_Schnetzer',\n",
       " 'Jacques_Mézard',\n",
       " 'Eva_Biaudet',\n",
       " 'John_Foster_of_Dunleer',\n",
       " 'Ole_Henrik_Magga',\n",
       " 'Lê_Trọng_Tấn',\n",
       " 'T._Ganapathy',\n",
       " 'Hans_Hanssen',\n",
       " 'Hugo_Cóccaro',\n",
       " 'André_Flahaut',\n",
       " 'Jairam_Ramesh',\n",
       " 'Dennis_Elwell_(politician)',\n",
       " 'Sara_W._Mahan',\n",
       " 'Mario_Beaulieu_(politician)',\n",
       " 'Avon_Honey',\n",
       " 'Mita_Teriipaia',\n",
       " 'William_Cullen_(representative)',\n",
       " 'Nixon_Kiprotich_Korir',\n",
       " 'Marie_Engström',\n",
       " 'Sukomal_Sen',\n",
       " 'Jharna_Das',\n",
       " 'Fernand_Sabaye',\n",
       " 'Yasuhiro_Ozato',\n",
       " 'Babë_Dud_Karbunara',\n",
       " 'John_Oceguera',\n",
       " 'Mehmet_Ali_Talat',\n",
       " 'Salath_Rasasack',\n",
       " 'Yu_Shinan',\n",
       " 'Corina_Fusu',\n",
       " 'Iván_Szabó',\n",
       " 'Hans_Hoff',\n",
       " 'José_Marcos_Aguilar_Moreno',\n",
       " 'Douglas_Carswell',\n",
       " 'Amitesh_Shukla',\n",
       " 'Thomas_Alexander_Marshall',\n",
       " 'Nicola_Atalmi',\n",
       " 'Gopal_Kalan_Tandel',\n",
       " 'Sun_Chuyue',\n",
       " 'Benedict_I_of_Esztergom',\n",
       " 'Aleksi_Inauri',\n",
       " 'Javier_Villacaña_Jiménez',\n",
       " 'Geoff_Plant',\n",
       " 'Robert_Patterson_(Australian_politician)',\n",
       " 'Martin_Smeby',\n",
       " 'John_D._Dingell,_Sr.',\n",
       " 'F._M._Rajarathnam',\n",
       " 'Henry_Williams_(Massachusetts)',\n",
       " 'Robert_Tillmanns',\n",
       " 'Finn_Thoresen',\n",
       " 'Aldo_Tessio',\n",
       " 'Rudi_Georgi',\n",
       " 'Jostein_Berntsen',\n",
       " 'Cornelis_de_Witt',\n",
       " 'C._A._Shah',\n",
       " 'Mervyn_M._Dymally',\n",
       " 'Myechyslaw_Hryb',\n",
       " 'Savas_Papapolitis',\n",
       " 'Elizabeth_Rowley',\n",
       " 'Lajos_Bokros',\n",
       " 'Chen_Wu_(politician)',\n",
       " 'Wilfred_Elrington',\n",
       " 'Mossi_Raz',\n",
       " 'Shinichiro_Furumoto',\n",
       " 'Dan_Allen_(Ontario_politician)',\n",
       " 'Imre_Antal_Kocsis',\n",
       " 'Christopher_St_Lawrence,_8th_Baron_Howth',\n",
       " 'Stéphane_Rossini',\n",
       " 'Majead_Ansari',\n",
       " 'Edward_McGuire_(politician)',\n",
       " 'Marta_Grande',\n",
       " 'Humberto_Lepe_Lepe',\n",
       " 'Bhagwant_Mann',\n",
       " 'Shadi_Taha',\n",
       " 'Władysław_Czartoryski',\n",
       " 'Chen_Shuda',\n",
       " 'Gabrielle_LeDoux',\n",
       " 'Anwar_Fituri',\n",
       " 'Endre_Gyimesi',\n",
       " 'Ewen_Alison',\n",
       " 'Latifa_Akherbach',\n",
       " 'José_Maria_Neves',\n",
       " 'Dumpa_Mary_Vijayakumari',\n",
       " 'T.B._Jayachandra',\n",
       " 'Stanisław_Kostka_Potocki',\n",
       " 'Austin_Badon',\n",
       " 'Paul_Levi',\n",
       " 'Clifford_Marshall',\n",
       " 'Mamba_Sano',\n",
       " 'Richard_Davey_(MP)',\n",
       " 'Cheryl_Chow',\n",
       " 'Chandra_Shekhar_Dubey',\n",
       " 'Pasqual_Maragall_i_Mira',\n",
       " 'Michael_Angottitauruq',\n",
       " 'Franklin_Muzzy',\n",
       " 'Joshua_Mills_(Australian_politician)',\n",
       " 'Luo_Yi',\n",
       " 'P._R._Rajan',\n",
       " 'Annelie_Lotriet',\n",
       " 'U_Razak',\n",
       " 'Thawan_Thamrongnawasawat',\n",
       " 'Khagendra_Nath_Dasgupta',\n",
       " 'William_K._Bond',\n",
       " 'Steve_Chia',\n",
       " 'Sardar_Saeed-ul_haq_dogar',\n",
       " 'P._Parameswaran',\n",
       " 'George_Athor',\n",
       " 'Zulima_Farber',\n",
       " 'Robert_Grier_Stephens,_Jr.',\n",
       " 'Hemakumara_Nanayakkara',\n",
       " 'Richard_Hely-Hutchinson,_6th_Earl_of_Donoughmore',\n",
       " 'Juan_Manuel_Gálvez',\n",
       " 'Esabelle_Dingizian',\n",
       " 'William_H._Frankhauser',\n",
       " 'Cain_Mathema',\n",
       " 'László_Németh',\n",
       " 'Huang_Kecheng',\n",
       " 'Belden_Bly',\n",
       " 'Curtis_Boozman',\n",
       " 'Charles_Gilbert_Tourret',\n",
       " 'Daniel_Dalton_(British_politician)',\n",
       " 'Yao_Gang',\n",
       " 'Rick_Stokes',\n",
       " 'Lalith_Dissanayake',\n",
       " 'Elżbieta_Ratajczak',\n",
       " 'Stephanie_Miner',\n",
       " 'Prabowo_Subianto_Djojohadikusumo',\n",
       " 'Henry_Wilhelm_Kristiansen',\n",
       " 'Helge_Ellingsen_Waagaard',\n",
       " 'Hilaria_Supa',\n",
       " 'Shyama_Singh',\n",
       " 'P._N._Vallarasu',\n",
       " 'Thomas_McKnight_(Iowa_pioneer)',\n",
       " 'Safet_Isović',\n",
       " 'Billy_Hutchinson',\n",
       " 'Fernando_de_Santiago_y_Díaz',\n",
       " \"Ya'akov_Frank\",\n",
       " 'Einar_Stavang',\n",
       " 'Sergey_Shakhray',\n",
       " 'Bimla_Kashyap_Sood',\n",
       " 'Marc_Saturnin_Nan_Nguéma',\n",
       " 'David_Burnside',\n",
       " 'Avraham_Krinitzi',\n",
       " 'María_Eugenia_Vidal',\n",
       " 'Bradley_M._Campbell',\n",
       " 'John_Midgaard',\n",
       " 'Maxwell_Kofi_Jumah',\n",
       " 'Meyer_London',\n",
       " 'Vyacheslav_Kyrylenko',\n",
       " 'Basavraj_Madhavrao_Patil',\n",
       " 'Erling_Johan_Vindenes',\n",
       " 'Max_von_Gagern',\n",
       " 'Elvira_Abdić-Jelenović',\n",
       " 'Liudvikas_Saulius_Razma',\n",
       " 'Tom_Tate',\n",
       " 'Olav_Kringen',\n",
       " 'Francisco_Suárez_Dávila',\n",
       " 'Farooq_Naek',\n",
       " 'Peter_Murdoch',\n",
       " 'Jesús_Alí_de_la_Torre',\n",
       " 'K._Tamil_Azhagan',\n",
       " 'Máire_Drumm',\n",
       " 'Juan_N._Méndez',\n",
       " 'José_Francisco_Peña_Gómez',\n",
       " 'José_Vicente_Concha',\n",
       " 'Ernesto_Gándara_Camou',\n",
       " 'Gabriel_Lund',\n",
       " 'Filippos_Petsalnikos',\n",
       " 'Anders_Myklebust',\n",
       " 'Janmeja_Singh_Sekhon',\n",
       " 'Mario_Villanueva',\n",
       " 'Ara_Darzi,_Baron_Darzi_of_Denham',\n",
       " 'Priscilla_Misihairabwi-Mushonga',\n",
       " 'Azis_Efendi_Gjirokastra',\n",
       " 'Pascal_Breland',\n",
       " 'James_Bernard,_2nd_Earl_of_Bandon',\n",
       " 'Frans_Wijffels',\n",
       " 'Yvette_Alexander',\n",
       " 'Anders_Vassbotn',\n",
       " 'Ed_Flanagan_(politician)',\n",
       " 'Karpal_Singh',\n",
       " 'A._K._Antony',\n",
       " 'John_Rathbone',\n",
       " 'Alexander_Stroganov',\n",
       " 'Shimon_Bejarno',\n",
       " 'Javier_Mazariegos',\n",
       " 'James_Kempt',\n",
       " 'Juan_Carlos_Uribe_Padilla',\n",
       " 'John_Hancock',\n",
       " 'Alvhild_Hedstein',\n",
       " 'José_Yunes_Zorrilla',\n",
       " 'Jenny_Lay',\n",
       " 'Barbara_Comstock',\n",
       " 'Dennis_Mills',\n",
       " 'Herbert_FitzSimons',\n",
       " 'Ron_Clarke',\n",
       " 'Petko_Slaveykov',\n",
       " 'Edward_Cohen',\n",
       " 'Jesús_Lomelí',\n",
       " 'Yixuan,_Prince_Chun',\n",
       " 'Liu_Bingzhang',\n",
       " 'Nelson_Gaichuhie',\n",
       " 'Yōsuke_Matsuoka',\n",
       " 'Said_Hassan_Shire',\n",
       " 'Albert_de_Silva',\n",
       " 'Friedrich_Akel',\n",
       " 'Edi_Rama',\n",
       " 'José_Mujica',\n",
       " 'François_Bachelot',\n",
       " 'Riza_Sapunxhiu',\n",
       " 'Joy_Cherian',\n",
       " 'Digvijay_Nath',\n",
       " 'Zeng_Gong',\n",
       " 'Luke_Foley',\n",
       " 'Lakshman_Rajapaksa',\n",
       " 'Ashwani_Sekhri',\n",
       " 'Wendy_Alexander',\n",
       " 'Zakir_Hasanov',\n",
       " 'Punnulal_Mohle',\n",
       " 'Murali_(Malayalam_actor)',\n",
       " 'Dominic_Agostino',\n",
       " 'Marjana_Ivanova-Jevsejeva',\n",
       " 'Guido_Crosetto',\n",
       " 'Harry_S._Truman',\n",
       " 'Carlos_Walker_Martínez',\n",
       " 'Tryggvi_Þór_Herbertsson',\n",
       " 'Aymeric_Chauprade',\n",
       " 'Eduardas_Vilkas',\n",
       " 'William_Kennard',\n",
       " 'Graham_Quirk',\n",
       " 'Rik_Torfs',\n",
       " 'Francisco_de_Paula_González_Vigil',\n",
       " 'Pedro_Canaveri',\n",
       " 'Sigurd_Manneråk',\n",
       " 'Tadeusz_Wita',\n",
       " 'Frédéric_François-Marsal',\n",
       " 'Viktor_Dyk',\n",
       " 'Emese_Danks',\n",
       " 'Norbert_Loizeau',\n",
       " 'Piet_de_Jong',\n",
       " 'Leo_Gummerus',\n",
       " 'Tom_Horne',\n",
       " 'Eric_Swalwell',\n",
       " 'Chay_Wai_Chuen',\n",
       " 'Wong_Ting-kwong',\n",
       " 'Christopher_Nsahlai',\n",
       " 'Giulia_Jones',\n",
       " 'Barnard_Drummond_Clarkson',\n",
       " 'Arturo_Montiel',\n",
       " 'Åge_Konradsen',\n",
       " 'Fred_I._Lamson',\n",
       " 'Dipika_Sanjay_Chavan',\n",
       " 'Ibrahim_Al-Buleihi',\n",
       " 'John_Pope_Cook',\n",
       " 'Sébastien_Huyghe',\n",
       " 'Nesip_Ibrahimi',\n",
       " 'Declan_Bree',\n",
       " 'Wee_Choo_Keong',\n",
       " 'Clémentine_Autain',\n",
       " 'Leonidas_Iasonidis',\n",
       " 'Zoltán_Németh',\n",
       " 'George_Kettmann',\n",
       " 'Frederick_Nicholas_Charrington',\n",
       " 'Peter_M._Rivera',\n",
       " 'Leopoldo_Ortiz_Climent',\n",
       " 'Leila_Al_Solh',\n",
       " 'Maryam_Qaasim',\n",
       " 'Pier_Carlo_Padoan',\n",
       " 'Anna_Synodinou',\n",
       " 'Ahmet_Ağaoğlu',\n",
       " 'T._Jeevan_Reddy',\n",
       " 'Michael_Nadli',\n",
       " 'Jens_Gran',\n",
       " 'Mujibur_Rahman_(Sri_Lankan_politician)',\n",
       " 'Bernhard_Ilg',\n",
       " 'Collins_Dauda',\n",
       " 'Ramón_Otero_Pedrayo',\n",
       " 'Paul_Aubry',\n",
       " 'Ludmyrna_Lopez',\n",
       " 'William_Long_(New_South_Wales_politician)',\n",
       " 'Albino_Aroso',\n",
       " 'Samir_al-Rifai',\n",
       " 'Giulio_Prinetti',\n",
       " 'Péter_Ágh',\n",
       " 'William_Brown_(trade_unionist)',\n",
       " 'Bismillah_Khan_Mohammadi',\n",
       " 'Sayeeda_Warsi,_Baroness_Warsi',\n",
       " 'Cheng_Qian',\n",
       " 'Akmar_Hisham',\n",
       " 'José_Endundo_Bononge',\n",
       " 'Henri_Fiori',\n",
       " 'John_G._Trueschler',\n",
       " 'Elward_Thomas_Brady,_Jr.',\n",
       " 'Malachy_McCourt',\n",
       " 'Siri_A._Meling',\n",
       " 'Fathallah_Sijilmassi',\n",
       " 'R._Tracy_Seyfert',\n",
       " 'Joseph_Meyer_(Wyoming_politician)',\n",
       " 'David_Adams_(loyalist)',\n",
       " 'Julie_Sutton_(mayor)',\n",
       " 'Iqbal_Muhammad_Ali_Khan',\n",
       " 'Tom_Bradley_(American_politician)',\n",
       " 'Klaus_Kilimann',\n",
       " 'Gaspard-Théodore-Ignace_de_la_Fontaine',\n",
       " 'Félix_Le_Pelletier_de_La_Houssaye',\n",
       " 'Nambaryn_Enkhbayar',\n",
       " 'Peter_F._Krogh',\n",
       " 'Hans_Brodmerkel',\n",
       " 'Ila_Mitra',\n",
       " 'Charles_J._Colgan',\n",
       " 'Canek_Vázquez_Góngora',\n",
       " \"Cornelius_O'Callaghan\",\n",
       " 'Jessica_Wooley',\n",
       " 'Irene_Calvert',\n",
       " 'Hideo_Hiraoka',\n",
       " 'Geoffrey_Du_Mhango',\n",
       " 'Jim_Graham',\n",
       " 'Peter_Gingold',\n",
       " 'Jonathan_Bell_(UK_politician)',\n",
       " 'Gino_Mattarelli',\n",
       " 'Ghulam_Mohammed_(Politician)',\n",
       " 'Maurice_Xiberras',\n",
       " 'Lizbeth_Gamboa_Song',\n",
       " 'Mikkel_Warming',\n",
       " 'Alexandru_Tănase',\n",
       " 'Bob_McLeod_(politician)',\n",
       " 'S._Peter_Alphonse',\n",
       " 'Charles_I._du_Pont',\n",
       " 'Mariano_de_Araújo_Matsinhe',\n",
       " 'Óscar_Pérez_Torres',\n",
       " 'Marzuki_Darusman',\n",
       " 'Chaudhry_Khaliquzzaman',\n",
       " 'Roberto_Brenes_Mesén',\n",
       " 'John_Stewart_McDiarmid',\n",
       " 'Albert_Füracker',\n",
       " 'Syed_Ali_Shah_Geelani',\n",
       " 'Toni_Atkins',\n",
       " 'James_Bailie',\n",
       " 'Rawya_Saud_Al_Busaidi',\n",
       " 'Wilson_Frost',\n",
       " 'Moses_Hayden',\n",
       " 'Ignasi_Guardans',\n",
       " 'Ngo_Dinh_Diem',\n",
       " 'Andreas_M._Lervik',\n",
       " 'Antoni_Macierewicz',\n",
       " 'Walter_Kreiser',\n",
       " 'Till_Backhaus',\n",
       " 'Ma_Shaohong',\n",
       " 'Anton_Alexander',\n",
       " 'Lydia_Madero_García',\n",
       " 'Silvia_Modig',\n",
       " 'Viktor_Baloha',\n",
       " 'G._Devaraya_Naik',\n",
       " 'János_Szabó_(Minister_of_Agriculture)',\n",
       " 'Kazuo_Aoki',\n",
       " 'Hermann_A._Widemann',\n",
       " \"Paddy_O'Callaghan\",\n",
       " 'János_Zatykó',\n",
       " \"Taylor_W._O'Hearn\",\n",
       " 'Harold_Spender',\n",
       " 'B._Joseph_Tully',\n",
       " 'Anton_Harapi',\n",
       " 'Ivo_Vajgl',\n",
       " 'Raphael_Chegeni',\n",
       " 'Muhammad_Aslam_Khan_Khattak',\n",
       " 'Pratap_Singh_Khachariyawas',\n",
       " 'Yvette_Clarke',\n",
       " 'Aleksandar_Tsankov',\n",
       " 'Jeff_Seeney',\n",
       " 'Eugène_Prévinaire',\n",
       " 'Teresa_Surita',\n",
       " 'F._F._Montgomery',\n",
       " 'Aziz_Ishak',\n",
       " 'Harm_Brouwer',\n",
       " 'Tofazzal_Hossain_Manik_Miah',\n",
       " 'S._Suresh_Kumar',\n",
       " 'Ralph_A._Gamble',\n",
       " 'Bill_Rebane',\n",
       " 'Abdul_Mohit_Talukder',\n",
       " 'Betsey_Bayless',\n",
       " 'Julian_West_(politician)',\n",
       " 'Angelo_Vassallo',\n",
       " 'Imants_Lieģis',\n",
       " 'Liesbeth_Spies',\n",
       " 'Learnmore_Jongwe',\n",
       " 'Ferenc_Bihar',\n",
       " 'Sokol_Olldashi',\n",
       " 'George_Mason',\n",
       " 'Bruce_Morrison',\n",
       " 'William_J._Casey_(Massachusetts_politician)',\n",
       " 'Ved_Prakash_Goyal',\n",
       " 'Wu_Huawen',\n",
       " 'Thangam_Debbonaire',\n",
       " 'John_Marek',\n",
       " 'Tofilau_Eti_Alesana',\n",
       " 'Harin_Fernando',\n",
       " 'Alfred_Palo_Conteh',\n",
       " 'Harry_W._Shlaudeman',\n",
       " 'Malek_Boutih',\n",
       " 'Silvia_Pérez_Ceballos',\n",
       " 'T._K._Divakaran',\n",
       " 'Zulfiqar_Ali_Bhatti',\n",
       " 'Alexandros_Skouzes',\n",
       " 'Ali_Shido_Abdi',\n",
       " 'Michael_J._Gillen',\n",
       " 'Sanjay_Singh_Chauhan',\n",
       " 'Tony_Bouie',\n",
       " 'Práxedes_Mateo_Sagasta',\n",
       " 'Lúdvik_Jósepsson',\n",
       " 'Ebenezer_Cooke_(politician)',\n",
       " 'Yukari_Sato',\n",
       " 'Sigrid_Utkilen',\n",
       " 'Brian_Rohrbough',\n",
       " 'Joseph_Ginat',\n",
       " 'Rosalia_Zemlyachka',\n",
       " 'Anastasio_Somoza_Debayle',\n",
       " 'Vijayashanti',\n",
       " 'Ruth_Svendsen',\n",
       " 'K._Dhanushkodi_Thevar',\n",
       " ...]"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "handle_list = [x.split('/')[-1] for x in pol['WikiURL']]\n",
    "handle_list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>handle</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Quincy_Timberlake</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Fanny_Edelman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Stojan_Novaković</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Paul_Scheffer</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Ed_Robb</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              handle\n",
       "0  Quincy_Timberlake\n",
       "1      Fanny_Edelman\n",
       "2   Stojan_Novaković\n",
       "3      Paul_Scheffer\n",
       "4            Ed_Robb"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "handle_frame = pd.DataFrame(data=handle_list, columns=['handle'])\n",
    "handle_frame.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>handle</th>\n",
       "      <th>finished_reading</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Quincy_Timberlake</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Fanny_Edelman</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Stojan_Novaković</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Paul_Scheffer</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Ed_Robb</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              handle finished_reading\n",
       "0  Quincy_Timberlake            False\n",
       "1      Fanny_Edelman            False\n",
       "2   Stojan_Novaković            False\n",
       "3      Paul_Scheffer            False\n",
       "4            Ed_Robb            False"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "handle_frame['finished_reading'] = False\n",
    "handle_frame['time_taken_in_mins'] = 0.0\n",
    "handle_frame.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "handle_frame.to_csv('profile-reading-tracker.csv')"
   ]
  }
 ],
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