Wikidata SPARQL.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Wikidata SPARQL"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The cell below lists all the authors who have received the Nobel Prize for Literature. The wikidata id of this prize is wd:Q37922.\n",
    "\n",
    "Try to adjust the query below to find the laureates of the following awards and prizes:\n",
    "\n",
    "* Booker Prize (wd:Q160082)\n",
    "* Pulitzer Prize (wd:Q46525)\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 121,
   "metadata": {},
   "outputs": [],
   "source": [
    "from SPARQLWrapper import SPARQLWrapper, JSON\n",
    "\n",
    "endpoint = 'https://query.wikidata.org/sparql'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 122,
   "metadata": {},
   "outputs": [],
   "source": [
    "query = \"\"\"\n",
    "SELECT ?author ?authorLabel ?image ?genderLabel ?nationalityLabel ?birth_date ?birth_placeLabel ?educationLabel\n",
    "\n",
    "WHERE {\n",
    "?author wdt:P1411 wd:Q37922 .\n",
    "?author wdt:P31 wd:Q5 .\n",
    "OPTIONAL { ?author wdt:P21 ?gender . } . \n",
    "OPTIONAL { ?author wdt:P27 ?nationality . } . \n",
    "OPTIONAL { ?author wdt:P569 ?birth_date .} . \n",
    "OPTIONAL { ?author wdt:P19 ?birth_place .} . \n",
    "OPTIONAL { ?author wdt:P69 ?education . } . \n",
    "OPTIONAL { ?author wdt:P18 ?image . } .\n",
    "                                                                                                            \n",
    " SERVICE wikibase:label { bd:serviceParam wikibase:language \"[AUTO_LANGUAGE],en\".}\n",
    "}\n",
    "\"\"\"\n",
    "\n",
    "\n",
    "sparql = SPARQLWrapper(endpoint)\n",
    "sparql.setQuery(query)\n",
    "sparql.setReturnFormat(JSON)\n",
    "data = sparql.query().convert()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 123,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np \n",
    "\n",
    "df = pd.json_normalize(data['results']['bindings'])   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 124,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Name: J. B. Priestley\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/J%20B%20Priestley%20at%20work%20in%20his%20study%2C%201940.%20%287893553148%29.jpg\n",
      "Gender: male\n",
      "Nationality: United Kingdom\n",
      "Date of birth: 1894-09-13\n",
      "Place of birth: \n",
      "Education:\n",
      "Trinity Hall\n",
      "\n",
      "\n",
      "Name: Armando Palacio Valdés\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Armando%20Palacio%20Vald%C3%A9s%2C%20de%20Compa%C3%B1y%2C%20en%20Mundo%20Gr%C3%A1fico.jpg\n",
      "Gender: male\n",
      "Nationality: Spain\n",
      "Date of birth: 1853-10-04\n",
      "Place of birth: \n",
      "Education:\n",
      "University of Oviedo\n",
      "\n",
      "\n",
      "Name: John Lubbock, 1st Baron Avebury\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/John%20Lubbock72.jpg\n",
      "Gender: male\n",
      "Nationality: United Kingdom of Great Britain and Ireland\n",
      "Date of birth: 1834-04-30\n",
      "Place of birth: \n",
      "Education:\n",
      "Eton College\n",
      "\n",
      "\n",
      "Name: Eliza Orzeszkowa\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Eliza%20Orzeszkowa.PNG\n",
      "Gender: female\n",
      "Nationality: Russian Empire\n",
      "Date of birth: 1841-06-06\n",
      "Place of birth: \n",
      "\n",
      "\n",
      "Name: Rudolf Pfeiffer\n",
      "nan\n",
      "Gender: male\n",
      "Nationality: Germany\n",
      "Date of birth: 1889-09-20\n",
      "Place of birth: \n",
      "Education:\n",
      "Ludwig Maximilian University of Munich\n",
      "\n",
      "\n",
      "Name: Ramón Pérez de Ayala\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Ram%C3%B3n%20P%C3%A9rez%20de%20Ayala.JPG\n",
      "Gender: male\n",
      "Nationality: Spain\n",
      "Date of birth: 1880-08-09\n",
      "Place of birth: \n",
      "Education:\n",
      "University of Oviedo\n",
      "\n",
      "\n",
      "Name: Harald Høffding\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Harald%20H%C3%B8ffding.jpg\n",
      "Gender: male\n",
      "Nationality: Denmark\n",
      "Date of birth: 1843-03-11\n",
      "Place of birth: \n",
      "Education:\n",
      "University of Copenhagen\n",
      "\n",
      "\n",
      "Name: Franz Theodor Csokor\n",
      "nan\n",
      "Gender: male\n",
      "Nationality: Austria\n",
      "Date of birth: 1885-09-06\n",
      "Place of birth: \n",
      "\n",
      "\n",
      "Name: Andrés Manjón\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Andr%C3%A9s%20Manj%C3%B3n.png\n",
      "Gender: male\n",
      "Nationality: Spain\n",
      "Date of birth: 1846-11-30\n",
      "Place of birth: \n",
      "Education:\n",
      "University of Valladolid\n",
      "\n",
      "\n",
      "Name: George Lansing Raymond\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/George%20Lansing%20Raymond.jpg\n",
      "Gender: male\n",
      "Nationality: United States of America\n",
      "Date of birth: 1839-09-03\n",
      "Place of birth: \n",
      "Education:\n",
      "Phillips Academy\n",
      "\n",
      "\n",
      "Name: G. M. Trevelyan\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/GM%20Trevelyan%20by%20Beresford.jpg\n",
      "Gender: male\n",
      "Nationality: United Kingdom\n",
      "Date of birth: 1876-02-16\n",
      "Place of birth: \n",
      "Education:\n",
      "Trinity College\n",
      "Harrow School\n",
      "Wixenford School\n",
      "\n",
      "\n",
      "Name: Léopold Sédar Senghor\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/L%C3%A9opold%20S%C3%A9dar%20Senghor.jpg\n",
      "Gender: male\n",
      "Nationality: France\n",
      "Date of birth: 1906-10-09\n",
      "Place of birth: \n",
      "Education:\n",
      "École normale supérieure\n",
      "Lycée Louis-le-Grand\n",
      "Faculty of Arts of Paris\n",
      "\n",
      "\n",
      "Name: Carl Spitteler\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Carl%20spitteler%201905.jpg\n",
      "Gender: male\n",
      "Nationality: Switzerland\n",
      "Date of birth: 1845-04-24\n",
      "Place of birth: \n",
      "Education:\n",
      "University of Zurich\n",
      "\n",
      "\n",
      "Name: André Chamson\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Andre%20Chamson%201962.jpg\n",
      "Gender: male\n",
      "Nationality: France\n",
      "Date of birth: 1900-06-06\n",
      "Place of birth: \n",
      "Education:\n",
      "École des Chartes\n",
      "lycée Jean-Baptiste-Dumas\n",
      "\n",
      "\n",
      "Name: Ingemar Düring\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Gustaf%20VI%20Adolf%2C%20Ingemar%20D%C3%BCring%20och%20Dag%20Hammarkj%C3%B6ld%201954-03-12.jpg\n",
      "Gender: male\n",
      "Nationality: Sweden\n",
      "Date of birth: 1903-09-02\n",
      "Place of birth: \n",
      "Education:\n",
      "University of Gothenburg\n",
      "\n",
      "\n",
      "Name: Georg Bonne\n",
      "nan\n",
      "Gender: male\n",
      "Nationality: Germany\n",
      "Date of birth: 1859-08-12\n",
      "Place of birth: \n",
      "\n",
      "\n",
      "Name: Jean-Paul Sartre\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Jean%20Paul%20Sartre%201965.jpg\n",
      "Gender: male\n",
      "Nationality: France\n",
      "Date of birth: 1905-06-21\n",
      "Place of birth: \n",
      "Education:\n",
      "École normale supérieure\n",
      "University of Paris\n",
      "Lycée Louis-le-Grand\n",
      "Lycée Henri-IV\n",
      "Cours Hattemer\n",
      "\n",
      "\n",
      "Name: Eugène Ionesco\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Eugene%20Ionesco%2004.jpg\n",
      "Gender: male\n",
      "Nationality: France\n",
      "Date of birth: 1909-11-26\n",
      "Place of birth: \n",
      "Education:\n",
      "University of Bucharest\n",
      "\n",
      "\n",
      "Name: Anatole France\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Anatole%20France%20young%20years.jpg\n",
      "Gender: male\n",
      "Nationality: France\n",
      "Date of birth: 1844-04-16\n",
      "Place of birth: \n",
      "Education:\n",
      "Collège Stanislas de Paris\n",
      "\n",
      "\n",
      "Name: Väinö Linna\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Vaino%20Linna%20color.jpg\n",
      "Gender: male\n",
      "Nationality: Finland\n",
      "Date of birth: 1920-12-20\n",
      "Place of birth: \n",
      "\n",
      "\n",
      "Name: Manfred Hausmann\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Stamp%20Germany%201998%20MiNr2012%20Manfred%20Hausmann.jpg\n",
      "Gender: male\n",
      "Nationality: Germany\n",
      "Date of birth: 1898-09-10\n",
      "Place of birth: \n",
      "\n",
      "\n",
      "Name: Martin Greif\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Martin%20Greif%20von%20Hans%20Thoma.jpg\n",
      "Gender: male\n",
      "Nationality: Germany\n",
      "Date of birth: 1839-06-18\n",
      "Place of birth: \n",
      "\n",
      "\n",
      "Name: Anna Seghers\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Anna%20Seghers%20%28Bundesarchiv-Bild%20183-F0114-0204-003%29%20%E2%80%93%20retouched%20by%20Carschten.jpg\n",
      "Gender: female\n",
      "Nationality: Germany\n",
      "Date of birth: 1900-11-19\n",
      "Place of birth: \n",
      "Education:\n",
      "University of Cologne\n",
      "Heidelberg University\n",
      "\n",
      "\n",
      "Name: Ludwig von Pastor\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Ludwig%20von%20Pastor.JPG\n",
      "Gender: male\n",
      "Nationality: Austria-Hungary\n",
      "Date of birth: 1854-01-31\n",
      "Place of birth: \n",
      "Education:\n",
      "University of Bonn\n",
      "University of Vienna\n",
      "\n",
      "\n",
      "Name: Charles de Gaulle\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/General%20Charles%20de%20Gaulle%20in%201945.jpg\n",
      "Gender: male\n",
      "Nationality: France\n",
      "Date of birth: 1890-11-22\n",
      "Place of birth: \n",
      "Education:\n",
      "École Spéciale Militaire de Saint-Cyr\n",
      "Collège Stanislas de Paris\n",
      "\n",
      "\n",
      "Name: Edmund Blunden\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Edmund%20Blunden%20by%20Lady%20Ottoline%20Morrell%20vintage%20snapshot%20print%2C%201923.jpg\n",
      "Gender: male\n",
      "Nationality: United Kingdom\n",
      "Date of birth: 1896-11-01\n",
      "Place of birth: \n",
      "Education:\n",
      "The Queen's College\n",
      "Christ's Hospital\n",
      "\n",
      "\n",
      "Name: Henry Handel Richardson\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Henry%20Handel%20Richardson%2C%20author%2C%20ca.%201920-1935%2C%20photographers%20Elliott%20%26%20Fry%20%286963289973%29.jpg\n",
      "Gender: female\n",
      "Nationality: Australia\n",
      "Date of birth: 1870-01-03\n",
      "Place of birth: \n",
      "Education:\n",
      "Presbyterian Ladies' College\n",
      "\n",
      "\n",
      "Name: Dora Melegari\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Dora%20Melegari%2002.jpg\n",
      "Gender: female\n",
      "Nationality: Switzerland\n",
      "Date of birth: 1849-06-27\n",
      "Place of birth: \n",
      "\n",
      "\n",
      "Name: Salvatore Quasimodo\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Salvatore%20Quasimodo%201959.jpg\n",
      "Gender: male\n",
      "Nationality: Italy\n",
      "Date of birth: 1901-08-20\n",
      "Place of birth: \n",
      "\n",
      "\n",
      "Name: Ferenc Kemény\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Kem%C3%A9ny%20Ferenc%20%281860-1944%29.jpg\n",
      "Gender: male\n",
      "Nationality: Hungary\n",
      "Date of birth: 1860-07-17\n",
      "Place of birth: \n",
      "Education:\n",
      "Collège de France\n",
      "University of Paris\n",
      "Eötvös Loránd University\n",
      "\n",
      "\n",
      "Name: Doris Kareva\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Kareva%20Doris.IMG%203153.JPG\n",
      "Gender: female\n",
      "Nationality: Estonia\n",
      "Date of birth: 1958-11-28\n",
      "Place of birth: \n",
      "Education:\n",
      "University of Tartu\n",
      "\n",
      "\n",
      "Name: Yrjö Hirn\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Yrj%C3%B6%20Hirn.jpg\n",
      "Gender: male\n",
      "Nationality: Finland\n",
      "Date of birth: 1870-12-07\n",
      "Place of birth: \n",
      "\n",
      "\n",
      "Name: Sully Prudhomme\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Sully%20Prudhomme%2C%20Ren%C3%A9-Fran%C3%A7ois-Armand%2C%20BNF%20Gallica.jpg\n",
      "Gender: male\n",
      "Nationality: France\n",
      "Date of birth: 1839-03-16\n",
      "Place of birth: \n",
      "Education:\n",
      "Lycée Condorcet\n",
      "\n",
      "\n",
      "Name: Sinclair Lewis\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Lewis-Sinclair-LOC.jpg\n",
      "Gender: male\n",
      "Nationality: United States of America\n",
      "Date of birth: 1885-02-07\n",
      "Place of birth: \n",
      "Education:\n",
      "Yale University\n",
      "Oberlin College\n",
      "Oberlin Academy\n",
      "\n",
      "\n",
      "Name: Émile Mâle\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/%C3%89mile%20M%C3%A2le.png\n",
      "Gender: male\n",
      "Nationality: France\n",
      "Date of birth: 1862-06-02\n",
      "Place of birth: \n",
      "Education:\n",
      "École normale supérieure\n",
      "Lycée Louis-le-Grand\n",
      "\n",
      "\n",
      "Name: Mohammad-Ali Jamalzadeh\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Jamalzadeh1915.jpg\n",
      "Gender: male\n",
      "Nationality: Iran\n",
      "Date of birth: 1892-01-13\n",
      "Place of birth: \n",
      "Education:\n",
      "University of Burgundy\n",
      "University of Lausanne\n",
      "\n",
      "\n",
      "Name: Knud Rasmussen\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Knud%20Rasmussen%2001.jpg\n",
      "Gender: male\n",
      "Nationality: Denmark\n",
      "Date of birth: 1879-06-07\n",
      "Place of birth: \n",
      "\n",
      "\n",
      "Name: Halldór Laxness\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Halld%C3%B3r%20Kiljan%20Laxness%201955.jpg\n",
      "Gender: male\n",
      "Nationality: Iceland\n",
      "Date of birth: 1902-04-23\n",
      "Place of birth: \n",
      "\n",
      "\n",
      "Name: Ivan Grozev\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/BASA-1772K-1-380-1-Ivan%20Grozev.JPG\n",
      "Gender: male\n",
      "Nationality: Bulgaria\n",
      "Date of birth: 1872-06-23\n",
      "Place of birth: \n",
      "Education:\n",
      "Sofia University\n",
      "\n",
      "\n",
      "Name: Hans Egon Holthusen\n",
      "nan\n",
      "Gender: male\n",
      "Nationality: Germany\n",
      "Date of birth: 1913-04-15\n",
      "Place of birth: \n",
      "Education:\n",
      "Ludwig Maximilian University of Munich\n",
      "Humboldt University of Berlin\n",
      "University of Tübingen\n",
      "\n",
      "\n",
      "Name: Veikko Antero Koskenniemi\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Veikko%20Antero%20Koskenniemi.jpg\n",
      "Gender: male\n",
      "Nationality: Finland\n",
      "Date of birth: 1885-07-08\n",
      "Place of birth: \n",
      "Education:\n",
      "University of Helsinki\n",
      "Oulun Lyseon Lukio\n",
      "\n",
      "\n",
      "Name: Arthur Bryant\n",
      "nan\n",
      "Gender: male\n",
      "Nationality: United Kingdom\n",
      "Date of birth: 1899-02-18\n",
      "Place of birth: \n",
      "Education:\n",
      "The Queen's College\n",
      "Harrow School\n",
      "\n",
      "\n",
      "Name: Jarl Hemmer\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Jarl-Hemmer.jpg\n",
      "Gender: male\n",
      "Nationality: Finland\n",
      "Date of birth: 1893-09-18\n",
      "Place of birth: \n",
      "Education:\n",
      "University of Helsinki\n",
      "\n",
      "\n",
      "Name: Frédéric Mistral\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Portrait%20frederic%20mistral.jpg\n",
      "Gender: male\n",
      "Nationality: France\n",
      "Date of birth: 1830-09-08\n",
      "Place of birth: \n",
      "Education:\n",
      "Aix-Marseille University\n",
      "\n",
      "\n",
      "Name: Katherine Anne Porter\n",
      "nan\n",
      "Gender: female\n",
      "Nationality: United States of America\n",
      "Date of birth: 1890-05-15\n",
      "Place of birth: \n",
      "\n",
      "\n",
      "Name: Max Beerbohm\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Max%20Beerbohm%201901%20retouched.jpg\n",
      "Gender: male\n",
      "Nationality: United Kingdom\n",
      "Date of birth: 1872-08-24\n",
      "Place of birth: \n",
      "Education:\n",
      "Merton College\n",
      "Charterhouse School\n",
      "\n",
      "\n",
      "Name: Dezső Szabó\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Szab%C3%B3%20Dezs%C5%91%20%C3%ADr%C3%B3.jpg\n",
      "Gender: male\n",
      "Nationality: Hungary\n",
      "Date of birth: 1879-06-10\n",
      "Place of birth: \n",
      "\n",
      "\n",
      "Name: Pablo Neruda\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Pablo%20Neruda%201963.jpg\n",
      "Gender: male\n",
      "Nationality: Chile\n",
      "Date of birth: 1904-07-12\n",
      "Place of birth: \n",
      "Education:\n",
      "University of Chile\n",
      "\n",
      "\n",
      "Name: Vladimir Nabokov\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Vladimir%20Nabokov%201973.jpg\n",
      "Gender: male\n",
      "Nationality: United States of America\n",
      "Date of birth: 1899-04-22\n",
      "Place of birth: \n",
      "Education:\n",
      "University of Cambridge\n",
      "Trinity College\n",
      "\n",
      "\n",
      "Name: Sigfrid Siwertz\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Sigfrid%20Siwertz.jpg\n",
      "Gender: male\n",
      "Nationality: Sweden\n",
      "Date of birth: 1882-01-24\n",
      "Place of birth: \n",
      "Education:\n",
      "Uppsala University\n",
      "\n",
      "\n",
      "Name: Verner von Heidenstam\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Johan%20Krouth%C3%A9n%20-%20Portr%C3%A4tt%20av%20Verner%20von%20Heidenstam.jpg\n",
      "Gender: male\n",
      "Nationality: Sweden\n",
      "Date of birth: 1859-07-06\n",
      "Place of birth: \n",
      "\n",
      "\n",
      "Name: Jean Cocteau\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Jean%20Cocteau%20b%20Meurisse%201923.jpg\n",
      "Gender: male\n",
      "Nationality: France\n",
      "Date of birth: 1889-07-05\n",
      "Place of birth: \n",
      "Education:\n",
      "Lycée Condorcet\n",
      "\n",
      "\n",
      "Name: Theodor Zahn\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Theodor%20Zahn%20ca%201908.jpg\n",
      "Gender: male\n",
      "Nationality: Germany\n",
      "Date of birth: 1838-10-10\n",
      "Place of birth: \n",
      "Education:\n",
      "Humboldt University of Berlin\n",
      "\n",
      "\n",
      "Name: Benedetto Croce\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/B.Croce.jpg\n",
      "Gender: male\n",
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      "\n",
      "Name: Ángel Guimerà\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Guimer%C3%A0.jpg\n",
      "Gender: male\n",
      "Nationality: Spain\n",
      "Date of birth: 1845-05-06\n",
      "Place of birth: \n",
      "\n",
      "\n",
      "Name: Juan Zorrilla de San Martín\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/JuanZorrillaDeSanMartin.jpg\n",
      "Gender: male\n",
      "Nationality: Uruguay\n",
      "Date of birth: 1855-12-28\n",
      "Place of birth: \n",
      "\n",
      "\n",
      "Name: André Malraux\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Andr%C3%A9%20Malraux%2C%20Pic%2C%2022.jpg\n",
      "Gender: male\n",
      "Nationality: France\n",
      "Date of birth: 1901-11-03\n",
      "Place of birth: \n",
      "Education:\n",
      "Lycée Condorcet\n",
      "Institut national des langues et civilisations orientales\n",
      "Lycée Turgot\n",
      "\n",
      "\n",
      "Name: Bernard Bosanquet\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/BernardBosanquetPhilosopher.jpg\n",
      "Gender: male\n",
      "Nationality: United Kingdom of Great Britain and Ireland\n",
      "Date of birth: 1848-06-14\n",
      "Place of birth: \n",
      "Education:\n",
      "Balliol College\n",
      "Harrow School\n",
      "\n",
      "\n",
      "Name: Teixeira de Pascoaes\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Teixeira%20de%20Pascoaes.jpg\n",
      "Gender: male\n",
      "Nationality: Portugal\n",
      "Date of birth: 1877-11-02\n",
      "Place of birth: \n",
      "Education:\n",
      "Law School of the University of Coimbra\n",
      "\n",
      "\n",
      "Name: Francis Jammes\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Francis%20Jammes%20en%201917.jpg\n",
      "Gender: male\n",
      "Nationality: France\n",
      "Date of birth: 1868-12-02\n",
      "Place of birth: \n",
      "\n",
      "\n",
      "Name: Charles Ferdinand Ramuz\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/CHF200%208%20front%20extract.jpg\n",
      "Gender: male\n",
      "Nationality: Switzerland\n",
      "Date of birth: 1878-09-24\n",
      "Place of birth: \n",
      "Education:\n",
      "University of Lausanne\n",
      "\n",
      "\n",
      "Name: Mark Aldanov\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Aldanov.jpg\n",
      "Gender: male\n",
      "Nationality: Russian Empire\n",
      "Date of birth: 1886-11-07\n",
      "Place of birth: \n",
      "Education:\n",
      "Taras Shevchenko National University of Kyiv\n",
      "\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Name: Charles Wagner\n",
      "http://commons.wikimedia.org/wiki/Special:FilePath/Charles%20Wagner.jpg\n",
      "Gender: male\n",
      "Nationality: France\n",
      "Date of birth: 1852-01-03\n",
      "Place of birth: \n",
      "Education:\n",
      "Protestant Faculty of Theology in Paris\n",
      "Faculté de théologie protestante de Strasbourg\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "import re\n",
    "\n",
    "ids = df['author.value']\n",
    "unique = list(set(ids))\n",
    "\n",
    "for author_id in unique:\n",
    "    author_df = df[ df['author.value'] == author_id ]\n",
    "    print( 'Name: ' + author_df.iloc[0]['authorLabel.value'] )\n",
    "    print( author_df.iloc[0]['image.value'] )\n",
    "    print( 'Gender: {}'.format( author_df.iloc[0]['genderLabel.value']) )\n",
    "    print( 'Nationality: {}'.format( author_df.iloc[0]['nationalityLabel.value']) )\n",
    "    dob = author_df.iloc[0]['birth_date.value']\n",
    "    if re.search( r'T' , str(dob) ):\n",
    "        print( 'Date of birth: ' + dob[:dob.rindex('T')] )\n",
    "    print( 'Place of birth: '.format( author_df.iloc[0]['birth_placeLabel.value']) )\n",
    "    \n",
    "    \n",
    "    edu = author_df['educationLabel.value']\n",
    "    edu = edu.drop_duplicates()\n",
    "    if edu.shape[0] > 0:\n",
    "        for i , education in enumerate( edu.values ):\n",
    "            if not( pd.isnull(education) ):\n",
    "                if i == 0:\n",
    "                    print('Education:')\n",
    "                print(education)\n",
    "        print('\\n')\n",
    "        "
   ]
  }
 ],
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