index.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# World University Rankings Data\n",
    "\n",
    "This notebook will lead you through a simple code to extract the data of university ranking from https://www.timeshighereducation.com/\n",
    "________________________________________________________________________________________________________________"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Aim\n",
    "This code tries to extract information from a university ranking website. The concept of collecting data from websites is called web scraping and is used mainly to collect data from websites which do not offer an API to collect data natively. \n",
    "Several tutorials are available to explain the web scraping basics. This notebook is more of a case study. <br />\n",
    "Let's start ......  "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1. Prerequisites\n",
    "This code assumes that you have python installed on your machine.  Basic knowledge of python is also assumed. Here is a full list of the prerequisites: \n",
    "* python 3.6 or above\n",
    "* Jupyter notebook - or any environment that allows running python\n",
    "* The following python libraries (BeautifulSoup, Selenium, urllib, objectpath and Pandas) \n",
    "* A web browser, I am using chrome 77 here, but you can use other browsers too\n",
    "* Web driver for the browsers you are using, for chrome and chrome based browsers you can download it from here https://chromedriver.chromium.org/downloads"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2. What data are you trying to get? \n",
    "This is the first question you should ask yourself, before even touching a single key. In our case, we started with the idea of collecting the list of universities with their ranking. To understand how to do so you will need to visit the website itself to understand a bit about it and its webpages. <br/>\n",
    "\n",
    "The page we are tyring to scrap looked something like this \n",
    "\n",
    "![title](img/basic_page_01.PNG)\n",
    "<br/> <br/> <br/> \n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "It is clear that the page contains some sort of a table that hosts the information we are trying to collect. However collecting the information will depend on the HTML code hidden behind what we can see in the browser window. In chrome to display the HTML code simply press F12. The page should look something like this  \n",
    "\n",
    "![title](img/page_code_02.PNG)\n",
    "<br/> <br/> <br/> \n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Using the small inspection cursor you can point at elements of the page and find out which part of the HTML represent them. This important because we will only use the HTML to collect the data and not the displayed page in the browser. Once you have identified the part of HTML corresponds with the information we need then we will start scraping "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3. Let's write some python "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "A standard method of using python to request internet pages is through the requests library, however in our particular case this approach will not work, because the website uses AJAX to modify the HTML of the page. This means that the HTML code which you will receive by using requests will only contain an empty template of the table and not the information we are trying to collect. To give the JS code a chance to run and populate the table with the information, we use selenium. Selenium uses browsers to request webpages and then collect the HTML after the page is fully loaded, which will allow us to collect the information we need. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# import standard libraries\n",
    "import json\n",
    "import time\n",
    "\n",
    "# import third party libraries\n",
    "import objectpath\n",
    "import pandas as pd\n",
    "\n",
    "from bs4 import BeautifulSoup as soup\n",
    "from urllib.request import urlopen \n",
    "from selenium import webdriver"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Selenium requires a webdriver to access the web browser. It can be installed or used from an executable file directly. In this example we will use the executable file directly, please edit the following code by adding the location of the webdriver. It is recommonded to place it with the code itself."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "webdriver_location = '***please insert here webdriver location *** /chromedriver.exe'\n",
    "\n",
    "webdriver_location = 'C:/Users/razek/Desktop/git_pages/World-University-Rankings-Table/chromedriver.exe'\n",
    "# initiate webdriver\n",
    "driver = webdriver.Chrome(executable_path = webdriver_location)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Defining which web address we are going to use for scrapping is essential for the workflow. A quick inspection of the target web address reveals that changing the length parameter from 25 to -1 will result in collecting all the available universities instead of 25 per page. This should enable us to collect the information we need in one go rather than requesting several web pages. \n",
    "Also checking the tabs available on the web page (ranking, scores) reveals more data to be collected. Therefore we will use two web adresses to collect the data, as follows: "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "url_stats = 'https://www.timeshighereducation.com/world-university-rankings/2020/world-ranking#!/page/0/length/-1/sort_by/rank/sort_order/asc/cols/stats'\n",
    "url_scores = 'https://www.timeshighereducation.com/world-university-rankings/2020/world-ranking#!/page/0/length/-1/sort_by/rank/sort_order/asc/cols/scores'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# create two webdriver objects, one for each of the two adresses \n",
    "stats_browser = webdriver.Chrome()\n",
    "scores_browser = webdriver.Chrome()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In the follwoing two cells, we will follow the same procedures for each of the two pages as follows: \n",
    "* Request the webpage using the webdriver \n",
    "* Collect the HTML code of the webpage \n",
    "* Use BeautifulSoup to \"parse\" the HTML. This will enable us to collect spesific pices of code after\n",
    "* Use \"findAll\" method to collect the objects which we identified in the HTML code"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# use the webdriver to request the ranking webpage\n",
    "stats_browser.get(url_stats)\n",
    "\n",
    "# collect the webpage HTML after its loading\n",
    "stats_page_html = stats_browser.page_source\n",
    "\n",
    "# parse the HTML using BeautifulSoup\n",
    "stats_page_soup = soup(stats_page_html, 'html.parser')\n",
    "\n",
    "# collect HTML objects \n",
    "rank_obj = stats_page_soup.findAll(\"td\", {\"class\":\"rank sorting_1 sorting_2\"})\n",
    "names_obj = stats_page_soup.findAll(\"td\", {\"class\":\"name namesearch\"})\n",
    "stats_number_students_obj = stats_page_soup.findAll(\"td\", {\"class\":\"stats stats_number_students\"})\n",
    "stats_student_staff_ratio_obj = stats_page_soup.findAll(\"td\", {\"class\":\"stats stats_student_staff_ratio\"})\n",
    "stats_pc_intl_students_obj = stats_page_soup.findAll(\"td\", {\"class\":\"stats stats_pc_intl_students\"})\n",
    "stats_female_male_ratio_obj = stats_page_soup.findAll(\"td\", {\"class\":\"stats stats_female_male_ratio\"})\n",
    "\n",
    "# close the browser\n",
    "stats_browser.close() "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# use the webdriver to request the scores webpage\n",
    "scores_browser.get(url_scores)\n",
    "\n",
    "# collect the webpage HTML after its loading\n",
    "scores_page_html = scores_browser.page_source\n",
    "scores_page_soup = soup(scores_page_html, 'html.parser')\n",
    "\n",
    "# parse the HTML using BeautifulSoup\n",
    "overall_score_obj = scores_page_soup.findAll(\"td\", {\"class\":\"scores overall-score\"})\n",
    "teaching_score_obj = scores_page_soup.findAll(\"td\", {\"class\":\"scores teaching-score\"})\n",
    "research_score_obj = scores_page_soup.findAll(\"td\", {\"class\":\"scores research-score\"})\n",
    "citations_score_obj = scores_page_soup.findAll(\"td\", {\"class\":\"scores citations-score\"})\n",
    "industry_income_score_obj = scores_page_soup.findAll(\"td\", {\"class\":\"scores industry_income-score\"})\n",
    "international_outlook_score_obj = scores_page_soup.findAll(\"td\", {\"class\":\"scores international_outlook-score\"})\n",
    "\n",
    "# close the browser\n",
    "scores_browser.close() "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Once the HTML objects are collected, then we can start extracting the data from them. The data will be presented eventually in pandas dataframe, which can be presented as a table. Pandas dataframe can be constructed using lists of equal length. In the follwoing two cells we will extract/collect the data using two differnet methods"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Extracting data from HTML objects: "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "rank, names, number_students, student_staff_ratio, intl_students, female_male_ratio, web_address =  [], [], [], [], [], [], []\n",
    "overall_score, teaching_score, research_score, citations_score, industry_income_score, international_outlook_score = [], [], [], [], [], []\n",
    "for i in range(len(names_obj)):\n",
    "    web_address.append('https://www.timeshighereducation.com' + names_obj[i].a.get('href'))\n",
    "    rank.append(rank_obj[i].text)\n",
    "    \n",
    "    names.append(names_obj[i].a.text)\n",
    "    number_students.append(stats_number_students_obj[i].text)\n",
    "    student_staff_ratio.append(stats_student_staff_ratio_obj[i].text)\n",
    "    intl_students.append(stats_pc_intl_students_obj[i].text)\n",
    "    female_male_ratio.append(stats_female_male_ratio_obj[i].text[:2])\n",
    "    \n",
    "    overall_score.append(overall_score_obj[i].text)\n",
    "    teaching_score.append(teaching_score_obj[i].text)\n",
    "    research_score.append(research_score_obj[i].text)\n",
    "    citations_score.append(citations_score_obj[i].text)\n",
    "    industry_income_score.append(industry_income_score_obj[i].text)\n",
    "    international_outlook_score.append(international_outlook_score_obj[i].text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1 out of 1396 University Offices, Wellington Square, Oxford, Oxfordshire, OX1 2JD, United Kingdom\n",
      "2 out of 1396 1200 East California Boulevard, Pasadena, California, 91125, United States\n",
      "3 out of 1396 The Old Schools, Trinity Lane, Cambridge, Cambridgeshire, CB2 1TN, United Kingdom\n",
      "4 out of 1396 450 Serra Mall, Stanford, California, 94305–2004, United States\n",
      "5 out of 1396 77 Massachusetts Avenue, Cambridge, Massachusetts, 02139-4307, United States\n",
      "6 out of 1396 Princeton, New Jersey, 08544, United States\n",
      "7 out of 1396 Massachusetts Hall, Cambridge, Massachusetts, 02138, United States\n",
      "8 out of 1396 New Haven, Connecticut, 06520, United States\n",
      "9 out of 1396 Edward H. Levi Hall, 5801 South Ellis Avenue, Chicago, Illinois, 60637, United States\n",
      "10 out of 1396 South Kensington Road, Kensington, London, SW7 2AZ, United Kingdom\n",
      "11 out of 1396 3451 Walnut Street, Philadelphia, Philadelphia, Pennsylvania, 19104, United States\n",
      "12 out of 1396 Baltimore, Maryland, 21218, United States\n",
      "13 out of 1396 110 Sproul Hall, Berkeley, California, 94704, United States\n",
      "14 out of 1396 Rämistrasse 101, Zürich, 8092, Switzerland\n",
      "15 out of 1396 Gower Street, London, WC1E 6BT, United Kingdom\n",
      "16 out of 1396 116th and Broadway, New York, 10027, United States\n",
      "17 out of 1396 405 Hilgard Ave, Los Angeles, California, 90095, United States\n",
      "18 out of 1396 27 King's College Circle, Toronto, Ontario, M5S 1A1, Canada\n",
      "19 out of 1396 Day Hall Lobby, Ithaca, New York, 14853, United States\n",
      "20 out of 1396 Durham, North Carolina, 27708, United States\n",
      "21 out of 1396 500 S. State Street, Ann Arbor, Michigan, 48109, United States\n",
      "22 out of 1396 633 Clark Street, Evanston, Illinois, 60208, United States\n",
      "23 out of 1396 1 Qinqhuayuan, Beijing, 100084, China\n",
      "24 out of 1396 No.5 Yiheyuan Road, Haidian District, Beijing, 100871, China\n",
      "25 out of 1396 21 Lower Kent Ridge Road, 119077, Singapore\n",
      "26 out of 1396 1410 NE Campus Parkway, Seattle, Washington, 98195-5852, United States\n",
      "27 out of 1396 5000 Forbes Ave, Pittsburgh, Pennsylvania, 15213, United States\n",
      "28 out of 1396 Houghton Street, London, WC2A 2AE, United Kingdom\n",
      "29 out of 1396 70 Washington Square South, New York, 10012, United States\n",
      "30 out of 1396 Old College, South Bridge, Edinburgh, EH8 9YL, United Kingdom\n",
      "31 out of 1396 9500 Gilman Dr, La Jolla, California, 92093, United States\n",
      "32 out of 1396 Geschwister-Scholl-Platz 1, Munich, 80539, Germany\n",
      "33 out of 1396 Grattan Street, Parkville, Victoria, VIC 3010, Australia\n",
      "34 out of 1396 2329 West Mall, Vancouver, British Columbia, V6T 1Z4, Canada\n",
      "35 out of 1396 9/F, Knowles Building Pok Fu Lam Road, Pokfulam, Hong Kong Island, Hong Kong\n",
      "36 out of 1396 Strand, London, WC2R 2LS, United Kingdom\n",
      "37 out of 1396 7-3-1 Hongo, Bunkyo, Tokyo, 113-8654, Japan\n",
      "38 out of 1396 Route Cantonale, Lausanne, 1015, Switzerland\n",
      "39 out of 1396 North Avenue, Atlanta, Georgia, 30332, United States\n",
      "40 out of 1396 1 University Station, Austin, Texas, 78712, United States\n",
      "41 out of 1396 SE-171 77, Stockholm, Sweden\n",
      "42 out of 1396 845 Sherbrooke Street West, Montreal, Quebec, H3A 0G4, Canada\n",
      "43 out of 1396 Arcisstraße 21, Munich, D-80333, Germany\n",
      "44 out of 1396 Grabengasse 1, Heidelberg, Baden-Württemberg, 69117, Germany\n",
      "45 out of 1396 Oude Markt 13, Leuven, 3000, Belgium\n",
      "46 out of 1396 60 rue Mazarine, Paris, 75006, France\n",
      "47 out of 1396 Clear Water Bay, Kowloon, Hong Kong\n",
      "48 out of 1396 901 West Illinois Street, Urbana, Illinois, 61801, United States\n",
      "49 out of 1396 50 Nanyang Avenue, 639798, Singapore\n",
      "50 out of 1396 Acton, Australian Capital Territory, ACT 2601, Australia\n",
      "51 out of 1396 Union South, 1308 W. Dayton St, Madison, Wisconsin, 53715-1149, United States\n",
      "52 out of 1396 One Brookings Drive, St. Louis, Missouri, 63130, United States\n",
      "53 out of 1396 Providence, Rhode Island, 02912, United States\n",
      "54 out of 1396 174 Country Club Road, Chapel Hill, North Carolina, 27599, United States\n",
      "55 out of 1396 1 Shields Avenue, California, 95616, United States\n",
      "56 out of 1396 Oxford Road, Manchester, Lancashire, M13 9PL, United Kingdom\n",
      "57 out of 1396 Santa Barbara, 552 University Road, California, 93106, United States\n",
      "58 out of 1396 Shatin, New Territories, Hong Kong\n",
      "59 out of 1396 Droevendaalsesteeg 4, Building nr. 104, Wageningen, 6702 PB, Netherlands\n",
      "60 out of 1396 Level 1, The Box Factory K06, 1 - 3 Ross Street, Sydney, New South Wales, NSW 2006, Australia\n",
      "61 out of 1396 One Silber Way, Boston, Massachusetts, 02215, United States\n",
      "62 out of 1396 P.O. Box 19268, 1000 GG Amsterdam, Netherlands\n",
      "63 out of 1396 University of Southern Califor, Los Angeles, California, 90089, United States\n",
      "64 out of 1396 1 Gwanak-ro, Gwanak-gu, Seoul, 151-742, South Korea\n",
      "65 out of 1396 Yoshida-honmachi, Sakyo-ku, Kyoto, 606-8501, Japan\n",
      "66 out of 1396 Brisbane St Lucia, Brisbane, Queensland, QLD 4072, Australia\n",
      "67 out of 1396 Postbus 5, 2600 AA Delft, Netherlands\n",
      "68 out of 1396 PO Box 9500, Leiden, 2300, Netherlands\n",
      "69 out of 1396 Burgemeester Oudlaan 50, Rotterdam, 3062 PA, Netherlands\n",
      "70 out of 1396 281 W. Lane Ave, Columbus, Ohio, 43210, United States\n",
      "71 out of 1396 High St, Kensington, Sydney, New South Wales, NSW 2052, Australia\n",
      "72 out of 1396 1280 Main Street West, Hamilton, Ontario, L8S 4L8, Canada\n",
      "73 out of 1396 PO Box 72, 9700 AB Groningen, Netherlands\n",
      "74 out of 1396 Unter den Linden 6, D-10099 Berlin, Germany\n",
      "75 out of 1396 Ground Floor and Level 1, 211 Wellington Road, Mulgrave, Victoria, VIC 3170, Australia\n",
      "76 out of 1396 P.O Box 80125, TC Utrecht, 3508, Netherlands\n",
      "77 out of 1396 Gibbert Hall Road, Coventry, Warwickshire, CV4 7AL, United Kingdom\n",
      "78 out of 1396 201 Old Main, University Park, Pennsylvania, 16802, United States\n",
      "79 out of 1396 3 Morrill Hall, 100 Church St. S.E., Minneapolis, Minnesota, 55455, United States\n",
      "80 out of 1396 Charitéplatz 1, 10117 Berlin, Germany\n",
      "81 out of 1396 201 Dowman Drive, Atlanta, Georgia, 30322, United States\n",
      "82 out of 1396 No.96 JinZhai Road Baohe District, Hefei, Anhui, 230026, China\n",
      "83 out of 1396 21 Rue de l'Ecole-de-Medecine, Paris, 75006, France\n",
      "84 out of 1396 220 Trowbridge Rd, East Lansing, Michigan, 48824, United States\n",
      "85 out of 1396 2900, boul., Édouard-Montpetit, Montréal, Quebec, H3T 1J4, Canada\n",
      "86 out of 1396 Fahnenbergplatz, 79085 Freiburg, Germany\n",
      "87 out of 1396 Senate House, Tyndall Avenue, Bristol, Avon, BS8 1TH, United Kingdom\n",
      "88 out of 1396 610 Purdue Mall, West Lafayette, Indiana, 47907, United States\n",
      "89 out of 1396 25-2 Sungkyunkwan-Ro, Jongno-gu, Seoul, 561-758, South Korea\n",
      "90 out of 1396 Rämistrasse 71, CH-8006 Zürich, Switzerland\n",
      "91 out of 1396 College Park, MD 20742, Prince George's County, Maryland, 20742, United States\n",
      "92 out of 1396 Geschwister-Scholl-Platz, Tubingen, 72074, Germany\n",
      "93 out of 1396 Route de Saclay, Palaiseau, 91128, France\n",
      "94 out of 1396 Petersplatz 1, CH-4001 Basel, Switzerland\n",
      "95 out of 1396 Hanover, New Hampshire, 03755, United States\n",
      "96 out of 1396 Irvine, California, 92697, United States\n",
      "97 out of 1396 P.O. Box 3, (Fabianinkatu 33), 00014, Finland\n",
      "98 out of 1396 Box 117, 221 00 Lund, Sweden\n",
      "99 out of 1396 East Quadrangle, Glasgow, Lanarkshire, G12 8QQ, United Kingdom\n",
      "100 out of 1396 Templergraben 55, 52056 Aachen, Germany\n",
      "101 out of 1396 Nørregade 10 Postboks 2177, 1017 København K, Denmark\n",
      "102 out of 1396 37th and O Streets, North West, District of Columbia, 20057, United States\n",
      "103 out of 1396 P.O. Box 256, SE-751 05, Uppsala, Sweden\n",
      "104 out of 1396 Tucson, Arizona, AZ 85721, United States\n",
      "105 out of 1396 Regina Pacis Weg 3, D-53012 Bonn, Germany\n",
      "106 out of 1396 6100 Main Street, Houston, Texas, 77005-1827, United States\n",
      "107 out of 1396 400 Ray C. Hunt Drive, P.O. Box 400229, Charlottesville, Virginia, 22904-4229, United States\n",
      "108 out of 1396 866 Yuhangtang Road Hangzhou, Zhejiang Province, Zhejiang, 310058, China\n",
      "109 out of 1396 220 Handan Road, Shanghai, 200433, China\n",
      "110 out of 1396 291 Daehak-ro, Daejeon, 34141, South Korea\n",
      "111 out of 1396 Mile End Road, London, E1 4NS, United Kingdom\n",
      "112 out of 1396 Chancellors Court, Edgbaston, Birmingham, West Midlands, B15 2TT, United Kingdom\n",
      "113 out of 1396 Hochschulstrasse 4, CH-3012 Bern, Switzerland\n",
      "114 out of 1396 4200 Fifth Avenue, Pittsburgh, Pennsylvania, 15260, United States\n",
      "115 out of 1396 Nordre Ringgade 1 8000 Aarhus C, DK - Denmark, Denmark\n",
      "116 out of 1396 Nashville, Tennessee, 37240, United States\n",
      "117 out of 1396 Kaiserswerther Str. 16-18, 14195 Berlin, Germany\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "118 out of 1396 Western Bank, Sheffield, South Yorkshire, S10 2TN, United Kingdom\n",
      "119 out of 1396 10900 Euclid Ave, Cleveland, Ohio, 44106, United States\n",
      "120 out of 1396 North Terrace, Adelaide, South Australia, SA 5005, Australia\n",
      "121 out of 1396 No. 1, Sec 4, Roosevelt Road, Taipei, 10617, Taiwan\n",
      "122 out of 1396 University Road, Southampton, Hampshire, SO17 1BJ, United Kingdom\n",
      "123 out of 1396 Sint-Pietersnieuwstraat, B - 9000 Ghent, Belgium\n",
      "124 out of 1396 Boulder, Colorado, CO 80309, United States\n",
      "125 out of 1396 Wilhelmsplatz, 37073 Göttingen, Germany\n",
      "126 out of 1396 Tat Chee Avenue, Kowloon, Hong Kong\n",
      "127 out of 1396 Postbus 616, Maastricht, 6200 MD, Netherlands\n",
      "128 out of 1396 Comeniuslaan 4, 6525 HP Nijmegen, Netherlands\n",
      "129 out of 1396 Heslington, York, Yorkshire, YO10 5DD, United Kingdom\n",
      "130 out of 1396 85 boulevard Saint-Germain, cedex 06, Paris, Ile-de-France, 75006, France\n",
      "131 out of 1396 P.O. Box 1072 Blindern, 0316 Oslo, Norway\n",
      "132 out of 1396 35 Stirling Highway, Crawley, Perth, Western Australia, WA 6009, Australia\n",
      "133 out of 1396 Stockton Road, Durham, County Durham, DH1 3LE, United Kingdom\n",
      "134 out of 1396 IU Bloomington, 107 S. Indiana Ave, Bloomington, Indiana, 47405-7000, United States\n",
      "135 out of 1396 Dr Karl Lueger Ring 1, 1010 Vienna, Austria\n",
      "136 out of 1396 Edmonton, Alberta, T6G 2R3, Canada\n",
      "137 out of 1396 Private Bag X3, Rondebosch, Cape Town, 7701, South Africa\n",
      "138 out of 1396 De Boelelaan 1105, Amsterdam, 1081 HV, Netherlands\n",
      "139 out of 1396 Bailrigg, Lancaster, Lancashire, LA1 4YW, United Kingdom\n",
      "140 out of 1396 419 Boston Avenue, Dowling Hall Garage, Medford, Massachusetts, 02155-5555, United States\n",
      "141 out of 1396 75 Laurier Avenue East, Ottawa, Ontario, K1N 6N5, Canada\n",
      "142 out of 1396 Helmholtzstraße 16, Ulm, 89081, Germany\n",
      "143 out of 1396 Placa de la Merce 10-12, Barcelona, 08002, Spain\n",
      "144 out of 1396 24 rue du Général-Dufour, CH - 1211 Genève 4, Switzerland\n",
      "145 out of 1396 22 Hankou Road, Nanjing, Jiangsu, 210093, China\n",
      "146 out of 1396 Stocker Road, Exeter, Devon, EX4 4PY, United Kingdom\n",
      "147 out of 1396 77 Cheongam-Ro Nam-Gu, Pohang, Gyeongbuk, 790-784, South Korea\n",
      "148 out of 1396 Sussex House, Brighton, East Sussex, BN1 9RH, United Kingdom\n",
      "149 out of 1396 Mittelweg 177, 20148 Hamburg, Germany\n",
      "150 out of 1396 Piazza Martiri della Libertà,, Pisa, 56127, Italy\n",
      "151 out of 1396 Straße des 17. Juni 135, D-10623 Berlin, Germany\n",
      "152 out of 1396 1 Place de l'Université, Louvain-la-Neuve, B-1348, Belgium\n",
      "153 out of 1396 University Park, Nottingham, Nottinghamshire, NG7 2RD, United Kingdom\n",
      "154 out of 1396 Piazza dei Cavalieri, 7, Pisa, 56126, Italy\n",
      "155 out of 1396 Tempe, Arizona, 85287, United States\n",
      "156 out of 1396 171-173 Woodhouse Lane, Leeds, West Yorkshire, LS2 9JT, United Kingdom\n",
      "157 out of 1396 Placa Civica, Campus de la UAB, Barcelona, 08193, Spain\n",
      "158 out of 1396 Albertus-Magnus-Platz 50923, Köln, Germany\n",
      "159 out of 1396 Schloss, 68131 Mannheim, Germany\n",
      "160 out of 1396 Notre Dame, Indiana, 46556, United States\n",
      "161 out of 1396 800 Dongchuan RD Minhang District, Shanghai, Shanghai, China\n",
      "162 out of 1396 D-01062 Dresden, Germany\n",
      "163 out of 1396 Sanderring 2, Würzburg, 97070, Germany\n",
      "164 out of 1396 College Green, Dublin 2, Ireland\n",
      "165 out of 1396 Foundation Building, Brownlow Hill, Liverpool, Merseyside, L69 7ZX, United Kingdom\n",
      "166 out of 1396 Postfach 10 01 31, D-33501 Bielefeld, Germany\n",
      "167 out of 1396 University Road, Leicester, Leicestershire, LE1 7RH, United Kingdom\n",
      "168 out of 1396 King's College, Aberdeen, Aberdeenshire, AB24 3FX, United Kingdom\n",
      "169 out of 1396 Via Zamboni 33, Bologna, 40126, Italy\n",
      "170 out of 1396 83 Somerset Street, New Brunswick, New Jersey, 08901-1281, United States\n",
      "171 out of 1396 11 Yuk Choi Road, Hung Hom, Kowloon, Hong Kong\n",
      "172 out of 1396 1720 2nd Ave South, Birmingham, Alabama, 35294, United States\n",
      "173 out of 1396 360 Huntington Ave, Boston, Massachusetts, 02115, United States\n",
      "174 out of 1396 Rochester, New York, 14627, United States\n",
      "175 out of 1396 Gainesville, Florida, 32611, United States\n",
      "176 out of 1396 Kaiserstraße 12, Karlsruhe, 76131, Germany\n",
      "177 out of 1396 SE-106 91, Stockholm, Sweden\n",
      "178 out of 1396 Rudder Tower, 401 Joe Routt Blvd, College Station, Texas, 77843-1372, United States\n",
      "179 out of 1396 Private Bag 92019, Auckland, 1142, New Zealand\n",
      "180 out of 1396 1156 High Street, Santa Cruz, California, 95064, United States\n",
      "181 out of 1396 145 Anam-ro, Seongbuk-gu, Seoul, 02841, South Korea\n",
      "182 out of 1396 2 George Street, Brisbane, Queensland, QLD 4000, Australia\n",
      "183 out of 1396 Schlossplatz 4, Erlangen, 91054, Germany\n",
      "184 out of 1396 PO Box 11000, Aalto, 00076, Finland\n",
      "185 out of 1396 Anker Engelunds Vej 1, 2800 Kgs. Lyngby, Denmark\n",
      "186 out of 1396 Postbus 513, Eindhoven, 5600, Netherlands\n",
      "187 out of 1396 PO Box 100, SE-405 30, Gothenburg, Sweden\n",
      "188 out of 1396 46 rue Barrault F-75634 Paris, Cedex 13, France\n",
      "189 out of 1396 GSP-1, Leninskie Gory, Moscow, 119991, Russian Federation\n",
      "190 out of 1396 Schlossplatz 2, 48149 Munster, Germany\n",
      "191 out of 1396 PO Box 39040, Tel Aviv 69978, Israel\n",
      "192 out of 1396 Norwich Research Park, Norwich, Norfolk, NR4 7TJ, United Kingdom\n",
      "193 out of 1396 University Drive, Bruce, Australian Capital Territory, ACT 2617, Australia\n",
      "194 out of 1396 Universitätsstraße 2, Essen, 45141, Germany\n",
      "195 out of 1396 P.O. Box 123, Broadway, New South Wales, NSW 2007, Australia\n",
      "196 out of 1396 1 Jan Smuts Avenue, Braamfontein 2000, Johannesburg, South Africa\n",
      "197 out of 1396 50 Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea\n",
      "198 out of 1396 Prinsstraat 13, 2000 Antwerpen, Belgium\n",
      "199 out of 1396 Park Place, Cardiff, CF10 3AT, United Kingdom\n",
      "200 out of 1396 1918 F Street, NW, Washington DC, Washington, 20052, United States\n",
      "201 out of 1396 Bâtiment Géopolis, CH-1015 Lausanne, Switzerland\n",
      "202 out of 1396 College Gate, St. Andrews, Fife, KY16 9AJ, United Kingdom\n",
      "203 out of 1396 Fredrik Bajers Vej 5 P.O. Box 159, DK - 9100 Aalborg, Denmark\n",
      "204 out of 1396 Gr. Via de les Corts Catalanes, 585, Barcelona, 08007, Spain\n",
      "205 out of 1396 PO Box 7800, 5020 Bergen, Norway\n",
      "206 out of 1396 415 South St., Waltham, Massachusetts, 02453, United States\n",
      "207 out of 1396 2500 University Drive. NW, Calgary, Alberta, T2N 1N4, Canada\n",
      "208 out of 1396 Solbjerg Plads 3, DK-2000 Frederiksberg, Denmark\n",
      "209 out of 1396 Nethergate, Dundee, DD1 4HN, United Kingdom\n",
      "210 out of 1396 15 parvis René Descartes, BP 7000 69342, Lyon Cedex 07, France\n",
      "211 out of 1396 Parklands Drive, Southport, Queensland, QLD 4222, Australia\n",
      "212 out of 1396 2500 Campus Road, Honolulu, Hawaii, HI 96822, United States\n",
      "213 out of 1396 Jerusalem, 9190501, Israel\n",
      "214 out of 1396 Schloss Hohenheim 1, 70599 Stuttgart, Germany\n",
      "215 out of 1396 2400 Sixth Street, NW, Washington, District of Columbia, 20059, United States\n",
      "216 out of 1396 West Washington St, Iowa, 52242, United States\n",
      "217 out of 1396 1 James Cook Drive, Townsville City, Queensland, QLD 4811, Australia\n",
      "218 out of 1396 P.O. Box 80200, Jeddah, 21589, Saudi Arabia\n",
      "219 out of 1396 Universitätsstraße 10, Konstanz, 78464, Germany\n",
      "220 out of 1396 SE-100 44, Stockholm, Sweden\n",
      "221 out of 1396 Avenue Franklin Roosevelt 50, 1050 Bruxelles, Belgium\n",
      "222 out of 1396 2, avenue de l'Université, L-4365 Esch-sur-Alzette, Luxembourg\n",
      "223 out of 1396 Balaclava Rd, North Ryde, Sydney, New South Wales, NSW 2109, Australia\n",
      "224 out of 1396 One Beacon Street, 31st Floor, Boston, Massachusetts, MA 02108, United States\n",
      "225 out of 1396 Auenbruggerplatz 2, A-8036 Graz, Austria\n",
      "226 out of 1396 Spitalgasse 23, Vienna, 1090, Austria\n",
      "227 out of 1396 Coral Gables, Florida, 33124, United States\n",
      "228 out of 1396 9 Institutskiy per., Dolgoprudny, Moscow, 141700, Russian Federation\n",
      "229 out of 1396 Armstrong Building, Newcastle upon Tyne, Tyne and Wear, NE1 7RU, United Kingdom\n",
      "230 out of 1396 PO Box 56, Dunedin 9054, New Zealand\n",
      "231 out of 1396 Via 8 Febbraio 2, Padova, 35122, Italy\n",
      "232 out of 1396 Siège et Présidence Bât. 300, 91405 Orsay, France\n",
      "233 out of 1396 University Road, Belfast, BT7 1NN, United Kingdom\n",
      "234 out of 1396 Whiteknights House Whiteknights, PO Box 217, Reading, Berkshire, RG6 6AH, United Kingdom\n",
      "235 out of 1396 123 St Stephens Green, Dublin 2, Dublin 2, Ireland\n",
      "236 out of 1396 Cranmer Terrace, London, SW17 0RE, United Kingdom\n",
      "237 out of 1396 4202 E. Fowler Avenue, Tampa, Florida, 33620, United States\n"
     ]
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     "text": [
      "238 out of 1396 Warandelaan 2, AB Tilburg, 5037, Netherlands\n",
      "239 out of 1396 PO Box 217, 7500 AE Enschede, Netherlands\n",
      "240 out of 1396 50, UNIST-gil, Ulju-gun, Ulsan, 44919, South Korea\n",
      "241 out of 1396 Belfield, Dublin 4, Ireland\n",
      "242 out of 1396 201 Presidents Circle, Salt Lake City, Utah, 84112, United States\n",
      "243 out of 1396 Blacksburg, Virginia, 24061, United States\n",
      "244 out of 1396 Via Olgettina 58, Milano, 20123, Italy\n",
      "245 out of 1396 Pleinlaan 2, 1050 Brussel, Belgium\n",
      "246 out of 1396 1834 Wake Forest Road, Winston-Salem, North Carolina, 27106, United States\n",
      "247 out of 1396 University of Waterloo, 200 University Avenue West, Waterloo, Ontario, N2L 3G1, Canada\n",
      "248 out of 1396 1151 Richmond Street, London, Ontario, N6A 3K7, Canada\n",
      "249 out of 1396 P.O. Box 8795, Williamsburg, Virginia, 23187-8795, United States\n",
      "250 out of 1396 Northfields Ave, Wollongong, New South Wales, NSW 2522, Australia\n",
      "251 out of 1396 P.O.Box 50927, Riyadh 11533, Saudi Arabia\n",
      "252 out of 1396 Building WA - level 2, 55 Wellesley Street East, Auckland Central 1010, New Zealand\n",
      "253 out of 1396 Madrid, 28049, Spain\n",
      "254 out of 1396 Claverton Down, Bath, Somerset, BA2 7AY, United Kingdom\n",
      "255 out of 1396 BSMS Teaching Building, Brighton, East Sussex, BN1 9PX, United Kingdom\n",
      "256 out of 1396 12 Capen Hall Buffalo, New York 14260-1660, Buffalo, New York, 14260, United States\n",
      "257 out of 1396 900 University Avenue, # 116, Riverside, California, 92521-0001, United States\n",
      "258 out of 1396 Maskingränd 2, Göteborg, 412 58, Sweden\n",
      "259 out of 1396 2600 Clifton Ave, Cincinnati, Ohio, 45221, United States\n",
      "260 out of 1396 Kent Street, Bentley, Perth, Western Australia, WA 6102, Australia\n",
      "261 out of 1396 Halifax, Nova Scotia, B3H 4R2, Canada\n",
      "262 out of 1396 150 South College Avenue, Newark, Delaware, 19716-7200, United States\n",
      "263 out of 1396 6-8 avenue Blaise-Pascal Cité Descartes, 77455 Champs-sur-Marne, Marne-la-Vallée, France\n",
      "264 out of 1396 Wivenhoe Park, Colchester, Essex, CO4 3SQ, United Kingdom\n",
      "265 out of 1396 Sturt Road, Bedford Park, South Australia, SA 5042, Australia\n",
      "266 out of 1396 600 W. College Avenue, Tallahassee, Florida, 32306, United States\n",
      "267 out of 1396 4400 University Drive, Fairfax, Virginia, 22030, United States\n",
      "268 out of 1396 Scott Russell Building, Riccarton, Edinburgh, Midlothian, EH14 4AS, United Kingdom\n",
      "269 out of 1396 Myasnitskaya ulitsa 20, Moscow, 101000, Russian Federation\n",
      "270 out of 1396 1200 W Harrison St, Chicago, Illinois, 60607, United States\n",
      "271 out of 1396 Christian-Albrechts-Platz 4, 24118 Kiel, Germany\n",
      "272 out of 1396 Kingsbury Drive, Bundoora, Melbourne, Victoria, VIC 3086, Australia\n",
      "273 out of 1396 2325 rue de l'Université, Quebec, G1V 0A6, Canada\n",
      "274 out of 1396 Avenida Wai, Long, Taipa, Macao\n",
      "275 out of 1396 Christoph-Probst-Platz 1, Innrain 52, 6020 Innsbruck, Austria\n",
      "276 out of 1396 University Rd, Galway, Co, Ireland\n",
      "277 out of 1396 Pamplona, Navarra, 31009, Spain\n",
      "278 out of 1396 1585 E. 13th Avenue, Eugene, Oregon, 97403, United States\n",
      "279 out of 1396 3181 S.W. Sam Jackson Park Rd, Portland, Oregon, 97239-3098, United States\n",
      "280 out of 1396 Pentti Kaiteran katu 1, 90570 Oulu, Finland\n",
      "281 out of 1396 Innstraße 41, D-94032 Passau, Germany\n",
      "282 out of 1396 Am Neuen Palais 10, 14469 Potsdam, Germany\n",
      "283 out of 1396 99 University Avenue, Kingston, Ontario, K7L 3N6, Canada\n",
      "284 out of 1396 Egham Hill, Egham, Surrey, TW20 0EX, United Kingdom\n",
      "285 out of 1396 Universitätsstraße 150, 44801 Bochum, Germany\n",
      "286 out of 1396 Rua da Reitoria 374, térreo, Cidade Universitá, Butantã, Sao Paulo, 05508-220, Brazil\n",
      "287 out of 1396 Piazzale Aldo Moro 5, Rome, 00185, Italy\n",
      "288 out of 1396 8888 University Drive, Burnaby, British Colombia, V5A 1S6, Canada\n",
      "289 out of 1396 GPO Box 2471, Adelaide, South Australia, SA 5001, Australia\n",
      "290 out of 1396 Campusvej 55 DK-5230, Odense M, Denmark\n",
      "291 out of 1396 Private Bag X1 Matieland, 7602, Stellenbosch, South Africa\n",
      "292 out of 1396 Keplerstraße 7, Stuttgart, 70174, Germany\n",
      "293 out of 1396 No. 135, Xingang Xi Road, Guangzhou, Guangdong, 510275, China\n",
      "294 out of 1396 Stag Hill, Guildford, Surrey, GU2 7XH, United Kingdom\n",
      "295 out of 1396 Singleton Park, Swansea, SA2 8PP, United Kingdom\n",
      "296 out of 1396 900 South Crouse Ave, Syracuse, New York, NY 13244, United States\n",
      "297 out of 1396 Kalevantie 4, Tampere, 33100, Finland\n",
      "298 out of 1396 Karolinenplatz 5, Darmstadt, 64289, Germany\n",
      "299 out of 1396 2-1-1 Katahira, Aoba-ku, Sendai, Miyagi, 980-8577, Japan\n",
      "300 out of 1396 2-12-1 Ookayama, Meguro-ku, Tokyo, 152-8550, Japan\n",
      "301 out of 1396 Locked Bag 1797, Penrith, New South Wales, NSW 2751, Australia\n",
      "302 out of 1396 Jardin du Pharo, 58, bd Charles Livon, Marseille, 13284, France\n",
      "303 out of 1396 East Road, Cambridge, Cambridgeshire, CB1 1PT, United Kingdom\n",
      "304 out of 1396 No. 19 XinJieKouWai St, HaiDian Distric, Beijing, 100875, China\n",
      "305 out of 1396 140 Commonwealth Ave, Chestnut Hill, Massachusetts, 02467, United States\n",
      "306 out of 1396 Private Bag 4800, Christchurch 8140, New Zealand\n",
      "307 out of 1396 1500 Illinois Street, Golden, Colorado, CO 80401, United States\n",
      "308 out of 1396 30 Archbishop Kyprianos Str, 3036 Lemesos, Cyprus\n",
      "309 out of 1396 1 Gheringhap Street, Geelong, Victoria, VIC 3220, Australia\n",
      "310 out of 1396 Av. Europe 20, 1700 Fribourg, Switzerland\n",
      "311 out of 1396 Grueneburgplatz 1/2nd floor, 60323 Frankfurt, Germany\n",
      "312 out of 1396 621 Central Avenue, Saint Martin d'Heres, 38400, France\n",
      "313 out of 1396 1037 Luoyu Road, Wuhan, Hubei, 430074, China\n",
      "314 out of 1396 Bangalore, 560012, India\n",
      "315 out of 1396 Nangal Road, Rupnagar, Punjab, 140001, India\n",
      "316 out of 1396 Jacobs University Bremen Campus Ring 1, 28759 Bremen, Germany\n",
      "317 out of 1396 Saarstr. 21 D 55122, Mainz, Germany\n",
      "318 out of 1396 Universitätsstraße 65-67, 9020 Klagenfurt am Wörthersee, Austria\n",
      "319 out of 1396 26, Kyungheedae-ro, Dongdaemun-gu, Seoul, 130-701, South Korea\n",
      "320 out of 1396 Place du 20-Août 7, Liege, 4000, Belgium\n",
      "321 out of 1396 Avenida da Universidade, Taipa, Macau, Macao\n",
      "322 out of 1396 50603, Kuala Lumpur, Malaysia\n",
      "323 out of 1396 Biegenstraße 10, D-35032 Marburg, Germany\n",
      "324 out of 1396 Maynooth, County Kildare, Ireland\n",
      "325 out of 1396 Via Festa del Perdono 7, Milano, 20122, Italy\n",
      "326 out of 1396 163 rue Auguste Broussonnet, 34090 Montpellier, France\n",
      "327 out of 1396 Furo-cho, Chikusa-ku, Nagoya, Aichi, 464-8601, Japan\n",
      "328 out of 1396 University Drive, Callaghan, New South Wales, NSW 2308, Australia\n",
      "329 out of 1396 Albuquerque, New Mexico, 87131, United States\n",
      "330 out of 1396 Raleigh, North Carolina, 27695, United States\n",
      "331 out of 1396 3301 College Avenue, Fort Lauderdale, Florida, 33314-7796, United States\n",
      "332 out of 1396 1-1 Yamadaoka, Suita, Osaka, 565-0871, Japan\n",
      "333 out of 1396 Piazza Leonardo da Vinci 32, Milano, 20133, Italy\n",
      "334 out of 1396 Menntavegur 1, 101 Reykjavík, Iceland\n",
      "335 out of 1396 600 South Paulina St., Suite 440, Chicago, Illinois, 60612, United States\n",
      "336 out of 1396 No 1088, Xueyuan Rd, Nanshan District, Shenzhen, Guangdong, 518055, China\n",
      "337 out of 1396 Stony Brook, New York, 11794, United States\n",
      "338 out of 1396 SLU, P.O. Box 7070, SE-750 07, Sweden\n",
      "339 out of 1396 Ülikooli 18, Tartu, 50090, Estonia\n",
      "340 out of 1396 Churchill Avenue, Sandy Bay, Hobart, Tasmania, TAS 7001, Australia\n",
      "341 out of 1396 1801 N. Broad Street, Philadelphia, Pennsylvania, 19122, United States\n",
      "342 out of 1396 Knoxville, Tennessee, 37996, United States\n",
      "343 out of 1396 800 W. Campbell Road, Richardson, Texas, 75080-3021, United States\n",
      "344 out of 1396 Via Calepina, 14, Trento, 38122, Italy\n",
      "345 out of 1396 6823 St Charles Ave, New Orleans, Louisiana, 70118-5645, United States\n",
      "346 out of 1396 SE-901 87, Umea, Sweden\n",
      "347 out of 1396 P.O.Box 15551, Al-Ain, United Arab Emirates\n",
      "348 out of 1396 Via Giuseppe Buffi 13, 6900 Lugano, Switzerland\n",
      "349 out of 1396 Western Road, Cork, Ireland\n",
      "350 out of 1396 Ballarat Road, Footscray, Victoria, VIC 3011, Australia\n",
      "351 out of 1396 1731 South Chandalar Drive, Fairbanks, Alaska, 99775, United States\n",
      "352 out of 1396 PO Box 11-0236, Riad El-Solh, Beirut 1107 2020, Lebanon\n",
      "353 out of 1396 40 Edward Street, North Sydney, Sydney, New South Wales, NSW 2060, Australia\n",
      "354 out of 1396 Shariati Avenue, Babol, Mazandaran, 4714871167, Iran\n"
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     "text": [
      "355 out of 1396 Universitätsstraße 30, 95440 Bayreuth, Germany\n",
      "356 out of 1396 Malet Street, Bloomsbury, London, WC1E 7HX, United Kingdom\n",
      "357 out of 1396 Bibliothekstraße 1, Bremen, 28359, Germany\n",
      "358 out of 1396 Kingston Lane, Greater London, Uxbridge, Middlesex, UB8 3PH, United Kingdom\n",
      "359 out of 1396 5200 North Lake Rd., Merced, California, 95343, United States\n",
      "360 out of 1396 Palma de Cima, 1649-023 Lisbon, Portugal\n",
      "361 out of 1396 950 Main Street, Worcester, Massachusetts, 01610, United States\n",
      "362 out of 1396 2131 Hillside Road, Storrs, Connecticut, 06269, United States\n",
      "363 out of 1396 Rethymnon, Crete, 74100, Greece\n",
      "364 out of 1396 2199 South University Blvd, Denver, Colorado, 80208, United States\n",
      "365 out of 1396 P.zza S.Marco 4, Firenze, Florence, 50121, Italy\n",
      "366 out of 1396 New Cross, London, SE14 6NW, United Kingdom\n",
      "367 out of 1396 222, Wangsimni-ro, Seongdong-gu, Seoul, 133-791, South Korea\n",
      "368 out of 1396 Martelarenlaan 42, 3500 Hasselt, Belgium\n",
      "369 out of 1396 105 Memorial Hall, 126 Hofstra University, Hempstead, New York, NY 11549, United States\n",
      "370 out of 1396 Sæmundargötu 2, 101 Reykjavík, Iceland\n",
      "371 out of 1396 4, rue Alfred Kastler, La Chantrerie, Nantes, Cedex 3, 20722, France\n",
      "372 out of 1396 Khandwa Road, Simrol, Indore, 453552, India\n",
      "373 out of 1396 100 Enrollment Services Center, 2433 Union Drive, Ames, Iowa, 50011-2011, United States\n",
      "374 out of 1396 Irbid 22110, Jordan, Jordan\n",
      "375 out of 1396 Ludwigstraße 23, 35390 Giessen, Germany\n",
      "376 out of 1396 Canterbury, Kent, CT2 7NZ, United Kingdom\n",
      "377 out of 1396 PO.Box 127788, Abu Dhabi, United Arab Emirates\n",
      "378 out of 1396 Epinal Way, Loughborough, Leicestershire, LE11 3TU, United Kingdom\n",
      "379 out of 1396 Winnipeg, Manitoba, R3T 2N2, Canada\n",
      "380 out of 1396 94 Weijin Rd, Nankai, Tianjin, China\n",
      "381 out of 1396 Corso Umberto I 40, Napoli, 80138, Italy\n",
      "382 out of 1396 No. 101 Section 2, Kuang-Fu Road, Hsinchu, 30013, Taiwan\n",
      "383 out of 1396 Ellison Place, Newcastle upon Tyne, Tyne and Wear, NE1 8ST, United Kingdom\n",
      "384 out of 1396 1-1, Iseigaoka Yahata-nishi-ku, Kitakyushu, Fukuoka, 807-8555, Japan\n",
      "385 out of 1396 Fakultetsgatan 1, Örebro SE 70182, Sweden\n",
      "386 out of 1396 Corvallis, Oregon, 97331, United States\n",
      "387 out of 1396 Piazza Università 1, Perugia, 06123, Italy\n",
      "388 out of 1396 Lungarno Pacinotti 43, Pisa, 56126, Italy\n",
      "389 out of 1396 124 La Trobe Street, Melbourne, Victoria, VIC 3000, Australia\n",
      "390 out of 1396 Via Giovanni Paolo II, 132, Fisciano Salerno, 84084, Italy\n",
      "391 out of 1396 1400 Washington Ave, Albany, New York, 12222, United States\n",
      "392 out of 1396 Stirling, Stirling, FK9 4LA, United Kingdom\n",
      "393 out of 1396 PO Box 218, Hawthorn, Victoria, VIC 3122, Australia\n",
      "394 out of 1396 250 Wuxing Street, Taipei, 11031, Taiwan\n",
      "395 out of 1396 August-Schmidt-Straße 4, Dortmund, 44227, Germany\n",
      "396 out of 1396 Turku, 20014, Finland\n",
      "397 out of 1396 55 avenue de Paris, Versailles, 78035, France\n",
      "398 out of 1396 Karlsplatz 13, 1040 Vienna, Austria\n",
      "399 out of 1396 P.O. Box 645910, Pullman, Washington, 99164, United States\n",
      "400 out of 1396 Detroit, Michigan, 48202, United States\n",
      "401 out of 1396 Luo-jia-shan, Wuchang, Wuhan, Hubei, 430072, China\n",
      "402 out of 1396 Reception, Penglais, Aberystwyth, Ceredigion, SY23 3FL, United Kingdom\n",
      "403 out of 1396 719 University Boulevard, Tuscaloosa, Alabama, AL 35487, United States\n",
      "404 out of 1396 4400 Massachusetts Avenue, NW, Washington, District of Columbia, 20016, United States\n",
      "405 out of 1396 Airport Road, Desert City, 81528, Egypt\n",
      "406 out of 1396 Bangor, Gwynedd, LL57 2DG, United Kingdom\n",
      "407 out of 1396 Piazza Umberto I, Bari, 70121, Italy\n",
      "408 out of 1396 14 University Drive, Robina, Queensland, QLD 4226, Australia\n",
      "409 out of 1396 146 rue Léo Saignat, S 61292, Bordeaux, 33 076, France\n",
      "410 out of 1396 Fern Barrow, Poole, Dorset, BH12 5BB, United Kingdom\n",
      "411 out of 1396 Jalan Tungku Link, Gadong BE1410, Brunei Darussalam\n",
      "412 out of 1396 Eskisehir Yolu 29. Km Yukar?yurtcu Mahallesi, Mahallesi Mimar Sinan, Ankara, 06790, Turkey\n",
      "413 out of 1396 1 rue de la Noë, Nantes, Pays de la Loire, 44321, France\n",
      "414 out of 1396 Changsha Hunan, 410083, Hunan, 410083, China\n",
      "415 out of 1396 Ovocný trh 3-5, Prague 1, 116 36, Czech Republic\n",
      "416 out of 1396 Northampton Square, London, EC1V 0HB, United Kingdom\n",
      "417 out of 1396 Fort Collins, Colorado, 80523, United States\n",
      "418 out of 1396 Batiment M, 28 Avenue de Valrose, Cedex 2, Nice, 06108, France\n",
      "419 out of 1396 KM. 10 Idiroko Road, Ota, Ogun State, Nigeria\n",
      "420 out of 1396 1 Panepistimiou Avenue, Aglantzia, Nicosia, Cyprus\n",
      "421 out of 1396 Av. Plaza 680 San Carlos de Apoquindo, Las Condes, Santiago, 7610658, Chile\n",
      "422 out of 1396 Manuel Rodríguez Sur 415, Santiago, Región Metropolitana, Chile\n",
      "423 out of 1396 3141 Chestnut Street, Philadelphia, Pennsylvania, 19104, United States\n",
      "424 out of 1396 Yliopistokatu 2 P.O. Box 111, FI-80101 Joensuu, Finland\n",
      "425 out of 1396 158, cours Fauriel F-42023, CS 62362, Saint Etienne, France\n",
      "426 out of 1396 270 Joondalup Drive, Joondalup, Western Australia, WA 6027, Australia\n",
      "427 out of 1396 41 Allées Jules Guesde, 31013 Toulouse, France\n",
      "428 out of 1396 via Ludovico Ariosto, 35, Ferrara, 44121, Italy\n",
      "429 out of 1396 Piazza Universita, 1, Bozen-Bolzano, 39100, Italy\n",
      "430 out of 1396 1-98 Dengakugakubo, Kutsukake-cho, Toyoake, Aichi, 470-1192, Japan\n",
      "431 out of 1396 Via Balbi, 5, Genova, 16126, Italy\n",
      "432 out of 1396 210 S Jackson St Athens, Georgia, 30602, United States\n",
      "433 out of 1396 P.O. Box 3965, Atlanta, Georgia, 30302-3965, United States\n",
      "434 out of 1396 123 Cheomdangwagi-ro, Buk-gu, Gwangju, 61005, South Korea\n",
      "435 out of 1396 92 West Dazhi Street, Nangang District, Harbin, Heilongjiang, 150001, China\n",
      "436 out of 1396 Kita 8 Nishi 5, Kita-ku, Sapporo, Hokkaido, 060-0808, Japan\n",
      "437 out of 1396 Kowloon Tong, Kowloon, Hong Kong\n",
      "438 out of 1396 4800 Calhoun Road, Houston, Texas, 77004-2693, United States\n",
      "439 out of 1396 2 Lushan South Road, Yuelu, Changsha, Hunan, China\n",
      "440 out of 1396 Powai, Mumbai, 400076, India\n",
      "441 out of 1396 Hauz Khas, New Delhi, 110016, India\n",
      "442 out of 1396 Kharagpur, 721302, India\n",
      "443 out of 1396 Innrain 52, A-6020 Innsbruck, Austria\n",
      "444 out of 1396 49 Kronverksky Pr., Saint Petersburg, 197101, Russian Federation\n",
      "445 out of 1396 1502 Iowa Street, Kansas, 66045, United States\n",
      "446 out of 1396 Lexington, Kentucky, 40506, United States\n",
      "447 out of 1396 Private Bag X 54001, University Road, Westville, Durban, 4000, South Africa\n",
      "448 out of 1396 744 Motooka Nishi-ku, Fukuoka, 819-0395, Japan\n",
      "449 out of 1396 Welfengarten 1, Hannover, D-30167, Germany\n",
      "450 out of 1396 Linkoping, SE-581 83, Sweden\n",
      "451 out of 1396 Ground Floor Exchange Station, Tithebarn Street, Liverpool, Merseyside, L2 2QP, United Kingdom\n",
      "452 out of 1396 Elgomhouria Street, Mansoura, Dakahlia, 35516, Egypt\n",
      "453 out of 1396 The Burroughs, Barnet, London, NW4 4BT, United Kingdom\n",
      "454 out of 1396 Piazza dell'Ateneo Nuovo 1, Milano, 20126, Italy\n",
      "455 out of 1396 Columbia, Missouri, 65211, United States\n",
      "456 out of 1396 1 University Blvd, St. Louis, Missouri, 63121-440, United States\n",
      "457 out of 1396 Via Università 4, Modena, 41121, Italy\n",
      "458 out of 1396 90 South Street, Murdoch, Western Australia, WA 6150, Australia\n",
      "459 out of 1396 Kashirskoe shosse, 31, Moscow, 115409, Russian Federation\n",
      "460 out of 1396 1400 R Street, Lincoln, Nebraska, 68588, United States\n",
      "461 out of 1396 801 Leroy Place, Socorro, New Mexico, 87801, United States\n",
      "462 out of 1396 Trondheim, NO-7491, Norway\n",
      "463 out of 1396 Stillwater, Oklahoma, 74078, United States\n",
      "464 out of 1396 Strada Nuova 65, Pavia, 27100, Italy\n",
      "465 out of 1396 Peradeniya, 20400, Sri Lanka\n",
      "466 out of 1396 Diliman, Quezon City, 1102, Philippines\n",
      "467 out of 1396 Via Giovanni Amendola, 126/B, Bari, 70126, Italy\n",
      "468 out of 1396 Carrera 7 No. 40 - 62, Bogota, Distrito Capital, Colombia\n",
      "469 out of 1396 Praça Gomes Teixeira, Porto, 4099-002, Portugal\n",
      "470 out of 1396 University House, Winston Churchill Avenue, Portsmouth, Hampshire, PO1 2UP, United Kingdom\n",
      "471 out of 1396 Al Tarfa, Doha 2713, Qatar\n",
      "472 out of 1396 Islamabad, 45320, Pakistan\n",
      "473 out of 1396 110 Eighth Street, Troy, New York, 12180, United States\n",
      "474 out of 1396 Royal College Street, Camden, London, NW1 0TU, United Kingdom\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "475 out of 1396 Orta Mahalle, Tuzla, Istanbul, 34956, Turkey\n",
      "476 out of 1396 Dufourstrasse 50, St.Gallen, 9000, Switzerland\n",
      "477 out of 1396 105 Administration Place, Saskatoon, Saskatchewan, S7N 5A2, Canada\n",
      "478 out of 1396 27 Rue Saint Guillaume, 75337 Paris, France\n",
      "479 out of 1396 209 Neungdong-ro, Gwangjin-gu, Seoul, South Korea\n",
      "480 out of 1396 Ülloi út 26, H - 1085 Budapest, Hungary\n",
      "481 out of 1396 via Banchi di Sotto 55, Siena, 53100, Italy\n",
      "482 out of 1396 Thornhaugh Street, Russell Square, London, WC1H 0XG, United Kingdom\n",
      "483 out of 1396 Columbia, South Carolina, 29208, United States\n",
      "484 out of 1396 4 rue Blaise Pascal CS 90032, F-67081 Strasbourg cedex, France\n",
      "485 out of 1396 16 Richmond Street, Glasgow, Strathclyde, G1 1XQ, United Kingdom\n",
      "486 out of 1396 Technion City, Haifa, 32000, Israel\n",
      "487 out of 1396 2-11-1 Kaga, Itabashi-ku, Tokyo, 173-8605, Japan\n",
      "488 out of 1396 One UTSA Circle, San Antonio, Texas, TX 78249, United States\n",
      "489 out of 1396 1- 5 -45 Yushima, Bunkyoku, Tokyo, 113-8510, Japan\n",
      "490 out of 1396 1239 Siping Road, Shanghai, China\n",
      "491 out of 1396 Piazzale Europa 1, Trieste, 34127, Italy\n",
      "492 out of 1396 1-1-1 Tennodai, Tsukuba, Ibaraki, 305-8577, Japan\n",
      "493 out of 1396 800 South Tucker Drive, Tulsa, Oklahoma, 74104, United States\n",
      "494 out of 1396 Via Giuseppe Verdi 8, Turin, 10124, Italy\n",
      "495 out of 1396 Hansine Hansens Veg 18, Tromso, Norway\n",
      "496 out of 1396 Via Aurelio Saffi 2, Urbino, 61029, Italy\n",
      "497 out of 1396 Avda. Blasco Ibáñez 13, València, 46010, Spain\n",
      "498 out of 1396 Via dell'Artigliere 8, Verona, 37129, Italy\n",
      "499 out of 1396 PO Box 1700 STN CSC, Victoria, British Columbia, V8W 2Y2, Canada\n",
      "500 out of 1396 Yasuj, Kohgiluyeh and Boyer-Ahmad, Iran\n",
      "501 out of 1396 4700 Keele Street, Toronto, Ontario, M3J 1P3, Canada\n",
      "502 out of 1396 301 Sparkman Drive, Huntsville, Alabama, 35899, United States\n",
      "503 out of 1396 424 Hafez Ave, Tehran, Iran\n",
      "504 out of 1396 Via Giovanni Di Vincenzo 16/B, L'Aquila, Abruzzo, 67100, Italy\n",
      "505 out of 1396 Aston Triangle, Birmingham, West Midlands, B4 7ET, United Kingdom\n",
      "506 out of 1396 Av. Pedro de Valdivia 425, Providencia, Región Metropolitana, Chile\n",
      "507 out of 1396 Ramat Gan, 52900, Israel\n",
      "508 out of 1396 XueYuan Road No.37, HaiDian District, Beijing, China\n",
      "509 out of 1396 Bilkent, Ankara, 06800, Turkey\n",
      "510 out of 1396 4400 Vestal Parkway East, Binghamton, New York, 13902, United States\n",
      "511 out of 1396 32, Avenue de l’Observatoire, BESANCON, 25000, France\n",
      "512 out of 1396 Piazza del Mercato, 15, Brescia, 25121, Italy\n",
      "513 out of 1396 Rua Roxo Moreira, 1831 Barão Geraldo, Campinas, Sao Paulo, 3521-4608, Brazil\n",
      "514 out of 1396 1125 Colonel By Drive, Ottawa, Ontario, K1S 5B6, Canada\n",
      "515 out of 1396 Piazza Università, 2, Catania, 95131, Italy\n",
      "516 out of 1396 Largo A. Gemelli, 1, Milano, 20123, Italy\n",
      "517 out of 1396 Plateau de Moulon, 3 rue Joliot-Curie, F-91192 Gif-sur-Yvette, France\n",
      "518 out of 1396 PO Box 40146, Casuarina, Northern Territory, NT 0811, Australia\n",
      "519 out of 1396 Nathalal Parekh Marg, Matunga, Mumbai, 400019, India\n",
      "520 out of 1396 No.91, Hsueh-Shih Road, Taichung, 40402, Taiwan\n",
      "521 out of 1396 84 Heukseok-Ro, Dongjak-gu, Seoul, South Korea\n",
      "522 out of 1396 43 Blvd du 11 Novembre 1918, 69622 Villeurbanne cedex, Lyon, France\n",
      "523 out of 1396 Avda. de Séneca, 2, Ciudad Universitaria, Madrid, 28040, Spain\n",
      "524 out of 1396 3663 Zhongshan North Road, Shanghai 200062, Shanghai, 200062, China\n",
      "525 out of 1396 11200 S.W. 8th Street, Miami, Florida, 33199, United States\n",
      "526 out of 1396 Universitätsplatz 3, A - 8010 Graz, Austria\n",
      "527 out of 1396 Rechbauerstraße 12, 8010 Graz, Austria\n",
      "528 out of 1396 Domstraße 11, Greifswald, 17489, Germany\n",
      "529 out of 1396 50 Stone Road East, Guelph, Ontario, N1G 2W1, Canada\n",
      "530 out of 1396 The Rector's Office, Beytepe, Ankara, 06800, Turkey\n",
      "531 out of 1396 199 Aba Khoushy Avenue, Mount Carmel, Mount Carmel, Haifa, 3498838, Israel\n",
      "532 out of 1396 Am Schwarzenberg, Hamburg, 21073, Germany\n",
      "533 out of 1396 Hull, East Riding of Yorkshire, HU6 7RX, United Kingdom\n",
      "534 out of 1396 Ibadan, Oyo 234, Nigeria\n",
      "535 out of 1396 875 Perimeter Drive, Moscow, Idaho, 83844, United States\n",
      "536 out of 1396 Village Palaj Simkheda, Gandhinagar, Gujarat, 382355, India\n",
      "537 out of 1396 Roorkee, Roorkee, 247667, India\n",
      "538 out of 1396 Via Ravasi, 2, Varese, Lombardia, 21100, Italy\n",
      "539 out of 1396 PO Box 35, FI-40014, Finland\n",
      "540 out of 1396 2-5-1 Shin-machi, Hirakata City, Osaka, 573-1010, Japan\n",
      "541 out of 1396 6 Km Ghotbravandi Blvd, Kashan 8731753153, Iran\n",
      "542 out of 1396 Keele, Staffordshire, ST5 5BG, United Kingdom\n",
      "543 out of 1396 Dhahran, 31261, Saudi Arabia\n",
      "544 out of 1396 PO Box 11362, Riyadh, Saudi Arabia\n",
      "545 out of 1396 Al Hars Al Watani, Ar Rimayah, Riyadh 14611, Saudi Arabia\n",
      "546 out of 1396 Rumelifeneri Yolu, Sariyer, Istanbul, 34450, Turkey\n",
      "547 out of 1396 Yliopistonkatu 34, Lappeenranta, 53850, Finland\n",
      "548 out of 1396 Limerick, V94 T9PX, Ireland\n",
      "549 out of 1396 Ellesmere Jct Rd/Springs Rd, Lincoln, Canterbury, New Zealand\n",
      "550 out of 1396 Alameda da Universidade Cidade Universitária, 1649 - 004 Lisboa, Portugal\n",
      "551 out of 1396 Baton Rouge, Louisiana, 70803, United States\n",
      "552 out of 1396 Piazza Roma 22, Ancona, 60121, Italy\n",
      "553 out of 1396 P.O. Box: 91735-951, Mashhad, Iran\n",
      "554 out of 1396 Tennent Drive, Palmerston North, 4474, New Zealand\n",
      "555 out of 1396 St. John's, PO Box 4200, Newfoundland, A1C 5S7, Canada\n",
      "556 out of 1396 1870 Miner Circle, Rolla, Missouri, 65409, United States\n",
      "557 out of 1396 30 Panepistimiou Ave, 106 79 Athens, Greece\n",
      "558 out of 1396 1001 University Road, Hsinchu, Hsinchu, 300, Taiwan\n",
      "559 out of 1396 #No.43, Sec. 4, Keelung Road, Da'an District, Taipei City, 106, Taiwan\n",
      "560 out of 1396 No.155, Sec.2 Linong Street, Taipei, 112, Taiwan\n",
      "561 out of 1396 42nd and Emile, Omaha, Nebraska, 68198, United States\n",
      "562 out of 1396 Avenue du 1er-Mars 26, CH - 2000 Neuchâtel, Switzerland\n",
      "563 out of 1396 University Heights Newark, New Jersey, 07102-1982, United States\n",
      "564 out of 1396 South San Francisco Street, Flagstaff, Arizona, 86011, United States\n",
      "565 out of 1396 11 Hoffman Street Potchefstroom, 2531, South Africa\n",
      "566 out of 1396 Universitetstunet 3, NO-1432 Aas, Norway\n",
      "567 out of 1396 2 Pirogova Str, Novosibirsk-90, 630090, Russian Federation\n",
      "568 out of 1396 Walton Hall, Milton Keynes, Buckinghamshire, MK7 6AA, United Kingdom\n",
      "569 out of 1396 Avinguda Tibidabo 39-43, Barcelona, 08035, Spain\n",
      "570 out of 1396 Av. Honorio Delgado 430, Urb. Ingeniería, San Martín de Porres- Lima, Peru\n",
      "571 out of 1396 29, Polytechnicheskaya st., Saint Petersburg, 195251, Russian Federation\n",
      "572 out of 1396 8 Portland Villas, Drake Circus, Plymouth, Devon, PL4 8AA, United Kingdom\n",
      "573 out of 1396 Corso Duca degli Abruzzi 24, Torino, 10129, Italy\n",
      "574 out of 1396 Avda. Libertador Bernardo, O'Higgins 340, Santiago, Chile\n",
      "575 out of 1396 No.59 Zhongguancun Street, Haidian District, Beijing, 100872, China\n",
      "576 out of 1396 45 Upper College Road, Kingston, Rhode Island, 02881, United States\n",
      "577 out of 1396 Via Cracovia snc, Rome, 00133, Italy\n",
      "578 out of 1396 Via Ostiense, 159, Roma, 00154, Italy\n",
      "579 out of 1396 Carrer de l`Escorxador s/n, Tarragona, 43003, Spain\n",
      "580 out of 1396 5500 Campanile Drive, San Diego, California, 92182, United States\n",
      "581 out of 1396 Azadi Ave, Tehran, Iran\n",
      "582 out of 1396 Nanhai Ave 3688, Shenzhen, Guangdong, 518060, China\n",
      "583 out of 1396 Adolf-Reichwein-Straße 2a, Siegen, D-57068, Germany\n",
      "584 out of 1396 No.1 Shizi Street, Suzhou City, Jiangsu Province, China\n",
      "585 out of 1396 Wushan Road Tianhe District, Guangzhou, Guangdong, 510641, China\n",
      "586 out of 1396 No.2 Sipailou NANJING, 210096, Nanjing, Jiangsu, 210096, China\n",
      "587 out of 1396 4.5 Km the Ring Road, Ismailia, 41522, Egypt\n",
      "588 out of 1396 21 Dameshgh St, Vali-e Asr Ave., Tehran 1416753955, Iran\n",
      "589 out of 1396 92 Weijin Road, Nankai District, Tianjin, 300072, China\n",
      "590 out of 1396 36, Lenina Avenue, Tomsk, 634050, Russian Federation\n",
      "591 out of 1396 Jalan Universiti Bandar Barat, Kampar, Perak, 31900, Malaysia\n",
      "592 out of 1396 Via Palladio 8, Udine, 33100, Italy\n",
      "593 out of 1396 PO Box 600, Wellington 6140, New Zealand\n",
      "594 out of 1396 Gate 1 Knighton Road, Private Bag 3105, Hamilton 3240, New Zealand\n",
      "595 out of 1396 Mona, Kingston 7, Jamaica\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "596 out of 1396 Paisley Campus, Paisley, PA1 2BE, United Kingdom\n",
      "597 out of 1396 P.O. Box 413, Milwaukee, Wisconsin, 53201, United States\n",
      "598 out of 1396 Gaußstraße 20, Wuppertal, 42119, Germany\n",
      "599 out of 1396 422 Siming South Road, Xiamen, Fujian, 361005, China\n",
      "600 out of 1396 No.28 Xianning West Road, Xi'an, Shaanxi, 710049, China\n",
      "601 out of 1396 22-2 Seto, Yokohama, Kanagawa, 236-0027, Japan\n",
      "602 out of 1396 Tuomiokirkontori 3, FI-20500 Turku, Finland\n",
      "603 out of 1396 Tsuruga, Ikki-machi, Aizu-Wakamatsu City, Fukushima, 965-8580, Japan\n",
      "604 out of 1396 Pza. San Diego, s/n, Alcalá de Henares, Madrid, 28801, Spain\n",
      "605 out of 1396 Rettorato, via Duomo, 6, Vercelli, 13100, Italy\n",
      "606 out of 1396 Amritanagar, Coimbatore, Tamilnadu, 641112, India\n",
      "607 out of 1396 Carrera 1 N° 18A 12 Bogotá, Bogata, Distrito Capital, Colombia\n",
      "608 out of 1396 54124 Thessaloniki, Greece\n",
      "609 out of 1396 Fayetteville, Arkansas, 72701, United States\n",
      "610 out of 1396 Auburn, Alabama, AL 36849, United States\n",
      "611 out of 1396 3810-193 Aveiro, Portugal\n",
      "612 out of 1396 Cra. de Valldemossa, Palma, Islas Baleares, 07122, Spain\n",
      "613 out of 1396 Varanasi, Uttar Pradesh, 221005, India\n",
      "614 out of 1396 Barrio Sarriena s/n, Leioa, Bizkaia, 48940, Spain\n",
      "615 out of 1396 Waco, Texas, 76798, United States\n",
      "616 out of 1396 5 South Zhongguancun Street, Haidian District, Beijing, 100081, China\n",
      "617 out of 1396 Convento de Sto. Antonio, 6201-001 Covilha, Portugal\n",
      "618 out of 1396 Built Salah Salem Street, Beni Suef, 62511, Egypt\n",
      "619 out of 1396 Via Salvecchio 19, Bergamo, 24129, Italy\n",
      "620 out of 1396 Bebek, Istanbul, 34342, Turkey\n",
      "621 out of 1396 Mithras House, Lewes Road, Brighton, East Sussex, BN2 4AT, United Kingdom\n",
      "622 out of 1396 Dorsoduro 3246 - 30123, 3246, Venezia, 30123, Italy\n",
      "623 out of 1396 1 Gamaa Street, Giza, 12613, Egypt\n",
      "624 out of 1396 Via Pietro Bucci, Arcavacata di Rende, 87036, Italy\n",
      "625 out of 1396 4000 Central Florida Blvd, Orlando, Florida, 32816, United States\n",
      "626 out of 1396 Bruce Highway, North Rockhampton, Queensland, QLD 4702, Australia\n",
      "627 out of 1396 Straße der Nationen 62, Chemnitz, 09111, Germany\n",
      "628 out of 1396 17 Qinghua Donglu, Beijing, 100083, China\n",
      "629 out of 1396 18 Fuxue Road, Changping, Beijing, 102249, China\n",
      "630 out of 1396 201 Sikes Hall, Clemson, South Carolina, SC29634, United States\n",
      "631 out of 1396 49 blvd François-Mitterrand, C.S 60032, Clermont-Ferrand, 63001, France\n",
      "632 out of 1396 Paço das Escolas, Coimbra, 3004-531, Portugal\n",
      "633 out of 1396 Park Road, Islamabad, 45550, Pakistan\n",
      "634 out of 1396 1455 De Maisonneuve Blvd. W., Montreal, Quebec, H3G 1M8, Canada\n",
      "635 out of 1396 Rodrigo Facio Brenes, Montes de Oca, 2060 San José, Costa Rica\n",
      "636 out of 1396 Priory Street, Coventry, CV1 5FB, United Kingdom\n",
      "637 out of 1396 2500 California Plaza, Omaha, Nebraska, 68178, United States\n",
      "638 out of 1396 No.2 Linggong Road, Ganjingzi District, Dalian City, Liaoning, China\n",
      "639 out of 1396 Mall Road, Delhi, 110007, India\n",
      "640 out of 1396 The Gateway, Leicester, Leicestershire, LE1 9BH, United Kingdom\n",
      "641 out of 1396 Dublin 9, Dublin 9, Ireland\n",
      "642 out of 1396 130 Meilong Road, Xuhui, Shanghai, 200237, China\n",
      "643 out of 1396 36 avenue Guy de Collongue, Écully 69134, France\n",
      "644 out of 1396 61 Avenue du Président Wilson, 94235 Cachan, France\n",
      "645 out of 1396 No.2006, Xiyuan Ave, West Hi-Tech Zone, Chengdu, Sichuan, 611731, China\n",
      "646 out of 1396 Egyetem tér 1-3, Budapest, 1053, Hungary\n",
      "647 out of 1396 52 Ewhayeodae-gil, Seodaemun-gu, Seoul, 561-760, South Korea\n",
      "648 out of 1396 Av. Antonio Carlos, 6627, Pampulha, Belo Horizonte, 31270-901, Brazil\n",
      "649 out of 1396 Av. Paulo Gama, 110, Bairro Farroupilha, Porto Alegre, Rio Grande do Sul, 90040-060, Brazil\n",
      "650 out of 1396 Campus Universitário Reitor, João David Ferreira Lima, Trindade, Florianópolis, 88040-900, Brazil\n",
      "651 out of 1396 Rua Sena Madureira, no 1500, Vila Clementino, Sao Paulo, 04021-001, Brazil\n",
      "652 out of 1396 Sétif, 19000, Algeria\n",
      "653 out of 1396 Pl. Sant Domènec, 3, Girona, 17071, Spain\n",
      "654 out of 1396 70 Cowcaddens Road, Glasgow, G4 0BA, United Kingdom\n",
      "655 out of 1396 Calle Real de Cartuja, 36-38, Granada, 18071, Spain\n",
      "656 out of 1396 Park Row, Greenwich, London, SE10 9LS, United Kingdom\n",
      "657 out of 1396 College Lane, Hatfield, Hertfordshire, AL10 9AB, United Kingdom\n",
      "658 out of 1396 1-3-2 Kagamiyama, Higashi, Hiroshima, 739-8511, Japan\n",
      "659 out of 1396 No.1,Shizishan Street, Hongshan District, Wuhan, Hubei, 430070, China\n",
      "660 out of 1396 Queensgate, Huddersfield, HD1 3DH, United Kingdom\n",
      "661 out of 1396 P.O.Box 167, Herzliya 46150, Israel\n",
      "662 out of 1396 Qazvin, 34149-1681, Iran\n",
      "663 out of 1396 Dr. Homi Bhabha Road, Pashan, Pune, 411008, India\n",
      "664 out of 1396 Argul, Khordha, Odisha, 752050, India\n",
      "665 out of 1396 Doul Govinda Road, Amingaon, Guwahati, Assam, 781039, India\n",
      "666 out of 1396 Medak, Telangana, 502329, India\n",
      "667 out of 1396 Kalyanpur, Kanpur-, 208016, India\n",
      "668 out of 1396 Sardar Patel Road, Adyar, Chennai, 600036, India\n",
      "669 out of 1396 Kampus Baru UI Depok, Depok, 16424, Indonesia\n",
      "670 out of 1396 Xingzheng Building, No.10 Huixin East Street, Chaoyang District, Beijing, 100029, China\n",
      "671 out of 1396 P.O. Box 1186, 45110 Ioannina, Greece\n",
      "672 out of 1396 Hemmat Highway, Tehran, 1449614535, Iran\n",
      "673 out of 1396 Narmak, Tehran 1684613114, Iran\n",
      "674 out of 1396 Avª das Forças Armadas, Lisboa, 1649-026, Portugal\n",
      "675 out of 1396 Isfahan, Iran\n",
      "676 out of 1396 ITÜ Ayazaga Kampüsü 34469, Maslak, Istanbul, Turkey\n",
      "677 out of 1396 ul. Golebia 24, Krakow, 31-007, Poland\n",
      "678 out of 1396 Jamia Nagar, New Delhi, 110025, India\n",
      "679 out of 1396 Av. de Vicent Sos Baynat, Castellón de la Plana, 12071, Spain\n",
      "680 out of 1396 New Mehrauli Road, New Delhi, 110067, India\n",
      "681 out of 1396 No.101, Shanghai Road Tongshan District, Xuzhou, Jiangsu, 221116, China\n",
      "682 out of 1396 3-25-8, Nishi-Shimbashi, Minato-ku, Tokyo, 105-8461, Japan\n",
      "683 out of 1396 PO Box 524, Auckland Park, Johannesburg, Gauteng, 2006, South Africa\n",
      "684 out of 1396 Altenberger Straße 69, A-4040 Linz, Austria\n",
      "685 out of 1396 ElGeish St, Kafrelshiekh, Egypt\n",
      "686 out of 1396 Gottlieb-Daimler-Strasse, Kaiserslautern, 67663, Germany\n",
      "687 out of 1396 Manhattan, Kansas, 66506-4900, United States\n",
      "688 out of 1396 18 Kremlyovskaya St, Kazan, Tatarstan, 420008, Russian Federation\n",
      "689 out of 1396 Bangi Selangor, Selangor, 43600, Malaysia\n",
      "690 out of 1396 2-15-45 Mita, Minato-ku, Tokyo, 108-8345, Japan\n",
      "691 out of 1396 800 E. Summit St., Kent, Ohio, 44242, United States\n",
      "692 out of 1396 3-4-1 Kowakae, Higashiosaka City, Osaka, 577-8502, Japan\n",
      "693 out of 1396 Guraiger, Abha, 62529, Saudi Arabia\n",
      "694 out of 1396 1-1 Rokkodai-cho, Nada-ku, Kobe, Hyogo, 657-8501, Japan\n",
      "695 out of 1396 120 Neungdong-ro, Gwangjin-gu, Seoul, 05029, South Korea\n",
      "696 out of 1396 67, Asahi-machi, Kurume-shi, Fukuoka, 830-0011, Japan\n",
      "697 out of 1396 955 Oliver Road, Thunder Bay, Ontario, P7B 5E1, Canada\n",
      "698 out of 1396 Pabellón de Gobierno, C/ Molinos de Agua s/n, La Laguna, 38200, Spain\n",
      "699 out of 1396 27 Memorial Drive West, Bethlehem, Pennsylvania, 18015, United States\n",
      "700 out of 1396 Franz-Josef-Straße 18, A-8700 Leoben, Austria\n",
      "701 out of 1396 42, rue Paul Duez, Lille, 59000, France\n",
      "702 out of 1396 Brayford Pool, Lincoln, Lincolnshire, LN6 7TS, United Kingdom\n",
      "703 out of 1396 Kongresni trg 12, 1000 Ljubljana, Slovenia\n",
      "704 out of 1396 Pl. de Víctor Siurana, 1, Lleida, 25003, Spain\n",
      "705 out of 1396 34 cours Léopold, CS 25233, Nancy, 54052, France\n",
      "706 out of 1396 18 quai Claude Bernard, Lyon, Cedex 07, 69365, France\n",
      "707 out of 1396 333 Moo1, Thasud, Chiang Rai 57100, Thailand\n",
      "708 out of 1396 999 Phutthamonthon 4 Road, Salaya, Nakhon Pathom, 73170, Thailand\n",
      "709 out of 1396 P.O.Box 7062, Kampala University Rd, Kampala, Uganda\n",
      "710 out of 1396 Arau, Perlis, 02600, Malaysia\n",
      "711 out of 1396 Msida MSD 2080, Malta\n",
      "712 out of 1396 All Saints Building, All Saints, Manchester, M15 6BH, United Kingdom\n",
      "713 out of 1396 1000 Hilltop Circle, Baltimore, Maryland, 21250, United States\n",
      "714 out of 1396 Žerotínovo námestí 9 Rektorát, Brno-mesto, Brno, Czech Republic\n",
      "715 out of 1396 Prol. Canal de Miramontes 3855, Ex Hacienda San Juan de Dios, Ciudad de México, Distrito Federal, 14387, Mexico\n",
      "716 out of 1396 Universiteler Mahallesi, Dumlupinar Bulvari No:1, Cankaya Ankara, 06800, Turkey\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "717 out of 1396 Avda. de la Universidad s/n, Elche, 03202, Spain\n",
      "718 out of 1396 Largo do Paço, Braga, 4704-553, Portugal\n",
      "719 out of 1396 100 Culbertson Hall, P.O. Box 172000, Bozeman, Montana, 59717-2000, United States\n",
      "720 out of 1396 Av. Eugenio Garza Sada 2501, Sur Col. Tecnológico, Monterrey, Nuevo León, 64849, Mexico\n",
      "721 out of 1396 No.219 Ningliu Road, Nanjing, Jiangsu, 210044, China\n",
      "722 out of 1396 No. 140 Hanzhong Road, Nanjing, Jiangsu, 210029, China\n",
      "723 out of 1396 Gulou, Nanjing, Jiangsu, China\n",
      "724 out of 1396 1, quai de Tourville, BP 13522, Nantes, 44035, France\n",
      "725 out of 1396 Ciudad Universitaria, Mexico City, 04510, Mexico\n",
      "726 out of 1396 No.1, University Road, Tainan City, 701, Taiwan\n",
      "727 out of 1396 20 avenue Albert Einstein, 69621 Villeurbanne, France\n",
      "728 out of 1396 Leninskiy prospekt 4, Moscow, 119049, Russian Federation\n",
      "729 out of 1396 162 HePing East Road, Section 1, Taipei, Taiwan\n",
      "730 out of 1396 Heroon Polytechniou 9, 15780 Zografou, Greece\n",
      "731 out of 1396 4505 S. Maryland Pkwy., Las Vegas, Nevada, 89154, United States\n",
      "732 out of 1396 PO Box 30001, MSC 3A, Las Cruces, New Mexico, 88003 8001, United States\n",
      "733 out of 1396 1-1-5 Sendagi, Bunkyo-ku, Tokyo, 113-8602, Japan\n",
      "734 out of 1396 1400 Spring Garden Street, Greensboro, North Carolina, 27412, United States\n",
      "735 out of 1396 127 West Youyi Road, Xi'an, Shaanxi, 710072, China\n",
      "736 out of 1396 Burton Street, Nottingham, Nottinghamshire, NG1 4BU, United Kingdom\n",
      "737 out of 1396 Campus de Campolide, 1099-085 Lisboa, Portugal\n",
      "738 out of 1396 Athens, Ohio, 45701, United States\n",
      "739 out of 1396 5155 Hampton Boulevard Norfolk, Virginia, 23529, United States\n",
      "740 out of 1396 C/ San Francisco, 3, Oviedo, 33003, Spain\n",
      "741 out of 1396 Gipsy Lane, Oxford, Oxfordshire, OX3 0BP, United Kingdom\n",
      "742 out of 1396 8 Krízkovskeho, Olomouc, 771 47, Czech Republic\n",
      "743 out of 1396 Piazza Marina, 61, Palermo, 90133, Italy\n",
      "744 out of 1396 Sector 14, Chandigarh, 160014, India\n",
      "745 out of 1396 12 place du Panthéon, 75231 Paris, France\n",
      "746 out of 1396 Università, 12, Parma, 43121, Italy\n",
      "747 out of 1396 C. Jordi Girona, 31, Barcelona, 08034, Spain\n",
      "748 out of 1396 Rua Marquês de São Vicente, 225, Gávea, Rio de Janeiro, 22451-900, Brazil\n",
      "749 out of 1396 PO Box 751, Portland, Oregon, 97207, United States\n",
      "750 out of 1396 Cnr Lynnwood Rd and Roper St, Hatfield, South Africa\n",
      "751 out of 1396 2, Busandaehak-ro 63beon-gil, Geumjeong-gu, Busan, 46241, South Korea\n",
      "752 out of 1396 Serdang, Selangor, 43400, Malaysia\n",
      "753 out of 1396 475 Rue du Parvis, Quebec City, Quebec City, Quebec, G1K 9H7, Canada\n",
      "754 out of 1396 3737 Wascana Parkway, Regina, Saskatchewan, S4S 0A2, Canada\n",
      "755 out of 1396 2, rue du Thabor CS 46510, 35065 Rennes, Cedex, France\n",
      "756 out of 1396 P.O. Box 260, DK- 4000, Roskilde, Denmark\n",
      "757 out of 1396 350 Victoria Street, Toronto, Ontario, M5B 2K3, Canada\n",
      "758 out of 1396 Pulau Pinang, 11800, Malaysia\n",
      "759 out of 1396 7-9 Universitetskaya nab, Saint Petersburg, 199034, Russian Federation\n",
      "760 out of 1396 Casa del Bedel Cardenal Plá y Deniel, 22, Planta baja, Salamanca, 37008, Spain\n",
      "761 out of 1396 Piazza Tancredi, Lecce (LE), 73100, Italy\n",
      "762 out of 1396 Praza do Obradoiro, Santiago de Compostela, 15782, Spain\n",
      "763 out of 1396 Piazza Università 21, Sassari, Italy\n",
      "764 out of 1396 Ganeshkhind, Pune-, 411007, India\n",
      "765 out of 1396 7th Floor 2th SBUMS Bldg., Nxt to Ayatollah Taleghani HOS, Tehran 198396-3113, Iran\n",
      "766 out of 1396 27 Shanda Nanlu Jinan, Shandong, Shandong, 250100, China\n",
      "767 out of 1396 P.O.Box 27272, Sharjah, United Arab Emirates\n",
      "768 out of 1396 2500 boulevard de l'Université, Sherbrooke, Quebec, J1K 2R1, Canada\n",
      "769 out of 1396 Modarres Boulevard, Shiraz, Fars, 7155713876, Iran\n",
      "770 out of 1396 No.24 South Section 1, Yihuan Road, Chengdu, Sichuan, 610065, China\n",
      "771 out of 1396 Route Imouzzer, Fez, 30000, FES BP 262, Morocco\n",
      "772 out of 1396 414 E Clark St., Vermillion, South Dakota, 57069, United States\n",
      "773 out of 1396 1 Military Road, East Lismore, New South Wales, NSW 2480, Australia\n",
      "774 out of 1396 West Street, Toowoomba, Queensland, QLD 4350, Australia\n",
      "775 out of 1396 cesta 35, Split, Poljička, 21000, Croatia\n",
      "776 out of 1396 1 Castle Point on Hudson, Hoboken, New Jersey, 07030, United States\n",
      "777 out of 1396 90 Sippy Downs Drive, Sippy Downs, Queensland, QLD 4556, Australia\n",
      "778 out of 1396 29 Bahman Blvd, Tabriz, 5166616471, Iran\n",
      "779 out of 1396 No 2 Central Building, University Street, Tabriz, 5165665931, Iran\n",
      "780 out of 1396 Rue du Dr Schweitzer, Compiègne 60200, France\n",
      "781 out of 1396 16th Azar St., Enghelab Sq, Tehran, Iran\n",
      "782 out of 1396 Skudai, Johor, 81310, Malaysia\n",
      "783 out of 1396 Perak Darul Ridzuan, Seri Iskandar, 32610, Malaysia\n",
      "784 out of 1396 701 South Nedderman Drive, Arlington, Texas, 76019, United States\n",
      "785 out of 1396 2500 Broadway, Lubbock, Texas, 79409, United States\n",
      "786 out of 1396 P.O Box 32, Bhadson Road, Patiala, Punjab, 147004, India\n",
      "787 out of 1396 Argonafton & Filellinon, 38221 Volos, Greece\n",
      "788 out of 1396 1 - 1 Minami-Osawa, Hachioji-shi, Tokyo, 192-0397, Japan\n",
      "789 out of 1396 2801 W. Bancroft, Toledo, Ohio, 43606-3390, United States\n",
      "790 out of 1396 30 Lenin Avenue, Tomsk, 634050, Russian Federation\n",
      "791 out of 1396 60 rue du Plat D'Etain, 37020 Tours cedex 1, France\n",
      "792 out of 1396 Universitätsplatz 2, Braunschweig, 38106, Germany\n",
      "793 out of 1396 93 Daehak-ro, Nam-gu, Ulsan, 680-749, South Korea\n",
      "794 out of 1396 Cromore Road, Coleraine, Co. Londonderry, BT52 1SA, United Kingdom\n",
      "795 out of 1396 Krakowskie Przedmiescie 26/28, Warszawa, 00-927, Poland\n",
      "796 out of 1396 1-104 Totsukamachi, Shinjuku-ku, Tokyo, 169-8050, Japan\n",
      "797 out of 1396 Coldharbour Lane, Bristol, Avon, BS16 1QY, United Kingdom\n",
      "798 out of 1396 Robert Sobukwe Road, Bellville, Cape Town 7535, South Africa\n",
      "799 out of 1396 516 High Street, Bellingham, Washington, 98225, United States\n",
      "800 out of 1396 309 Regent Street, London, W1B 2HW, United Kingdom\n",
      "801 out of 1396 PO Box 6201, Morgantown, West Virginia, 26506, United States\n",
      "802 out of 1396 401 Sunset Avenue, Windsor, Ontario, N9B 3P4, Canada\n",
      "803 out of 1396 100 Institute Road, Worcester, Massachusetts, 01609-2280, United States\n",
      "804 out of 1396 Nagarjuna Nagar, Guntur, Andhra Pradesh, 522510, India\n",
      "805 out of 1396 Rúa da Maestranza, 9, A Coruña, 15001, Spain\n",
      "806 out of 1396 ul. H. Wieniawskiego 1, 61-712 Poznan, Poland\n",
      "807 out of 1396 University Hill, Mytilene, 81100, Greece\n",
      "808 out of 1396 Agriculture University Road, Faisalabad, 38000, Pakistan\n",
      "809 out of 1396 1-1 Yazakokarimata, Nagakute, Aichi, 480-1195, Japan\n",
      "810 out of 1396 Khalifa El-Maamon st, Abbassiya Square, Cairo, 11566, Egypt\n",
      "811 out of 1396 206 Worldcup-ro, Yeongtong-gu, Suwon, 443-749, South Korea\n",
      "812 out of 1396 Hay Al-Mayamin, PO Box 19 117, Salt, 117, Jordan\n",
      "813 out of 1396 Faro, 8005-139, Portugal\n",
      "814 out of 1396 Crta San Vicente del Raspeig, San Vicente del Raspeig, Alicante, 03690, Spain\n",
      "815 out of 1396 Administrative Block, Uttar Pradesh, 202001, India\n",
      "816 out of 1396 AUC Avenue, P.O. Box 74, New Cairo, 11835, Egypt\n",
      "817 out of 1396 Universities City, Sharjah, United Arab Emirates\n",
      "818 out of 1396 500, Lioufeng Road, Wufeng, Taichung, 41354, Taiwan\n",
      "819 out of 1396 76, Patission Str., GR10434 Athens, Greece\n",
      "820 out of 1396 Kizilcasar District, İncek Gölbaşı, Ankara, 06836, Turkey\n",
      "821 out of 1396 Mihail Kogalniceanu nr. 1, RO- 400084, Cluj-Napoca, Romania\n",
      "822 out of 1396 Jadriyah, Baghdad, Iraq\n",
      "823 out of 1396 ul. Baumanskaya 2-ya, 5/1, Moscow, 105005, Russian Federation\n",
      "824 out of 1396 University Square, Luton, Bedfordshire, LU1 3JU, United Kingdom\n",
      "825 out of 1396 No.3 Shangyuancun, Haidian District, Beijing, 100044, China\n",
      "826 out of 1396 Béjaïa, Algeria\n",
      "827 out of 1396 Fareed Nada Street, Qalubiya Governorate, Benha, Arab Republic of Egypt, 13511, Egypt\n",
      "828 out of 1396 University House, 15 Bartholomew Row, Birmingham, West Midlands, B5 5JU, United Kingdom\n",
      "829 out of 1396 Richmond Road, Bradford, West Yorkshire, BD7 1DP, United Kingdom\n",
      "830 out of 1396 Brasília, 70910-900, Brazil\n",
      "831 out of 1396 6 Piata Romana, Sector 1, Bucharest, Ilfov, 010374, Romania\n",
      "832 out of 1396 Calle Ancha, 16, Cádiz, Andalucia, 11001, Spain\n",
      "833 out of 1396 10 Xitoutiao Youanmen, Fengtai, Beijing, 100069, China\n"
     ]
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     "text": [
      "834 out of 1396 Western Avenue, Cardiff, CF5 2YB, United Kingdom\n",
      "835 out of 1396 C/ Madrid, 126 - Getafe, Madrid, 28903, Spain\n",
      "836 out of 1396 Calle Altagracia, 50 Ciudad Real, Ciudad Real, 13071, Spain\n",
      "837 out of 1396 Adelphi Building, Preston, Lancashire, PR1 2HE, United Kingdom\n",
      "838 out of 1396 259 Wen-Hwa 1st Road, Kwei-Shan Tao-Yuan, 33302, Taiwan\n",
      "839 out of 1396 1-33, Yayoi-cho Inage-ku, Chiba-shi, Chiba, 263-8522, Japan\n",
      "840 out of 1396 Av Libertador, Bernardo OHiggins 1058, Santiago, Chile\n",
      "841 out of 1396 29 Xueyuan Road, Haidian, Beijing, 100083, China\n",
      "842 out of 1396 No. 388 Lumo Road, Wuhan, Hubei, 430074, China\n",
      "843 out of 1396 No1, Daxue Road, Xuzhou, Jiangsu, 221116, China\n",
      "844 out of 1396 24 Tongjia Alley, Gulou, Nanjing, Jiangsu, 210009, China\n",
      "845 out of 1396 567 Baekje-daero, Jeonju-si, Jeollabuk-do, 54896, South Korea\n",
      "846 out of 1396 174 Shazhengjie, Shapingba, Chongqing, 400044, China\n",
      "847 out of 1396 77 Yongbong-ro, Buk-gu, Gwangju, 61186, South Korea\n",
      "848 out of 1396 254 Phayathai Road Pathumwan, Bangkok 10330, Thailand\n",
      "849 out of 1396 Avd. Medina Azahara, 5, Córdoba, 14071, Spain\n",
      "850 out of 1396 Zikova 4, 166 36 Prague 6, Czech Republic\n",
      "851 out of 1396 Egyetem tér 1, 4032 Debrecen, Hungary\n",
      "852 out of 1396 Kedleston Road, Derby, Derbyshire, DE22 1GB, United Kingdom\n",
      "853 out of 1396 Avenida de las Universidades,, 24, Bilbao, 48007, Spain\n",
      "854 out of 1396 via Mersin 10, Famagusta, Northern Cyprus\n",
      "855 out of 1396 Docklands Campus, University Way, London, E16 2RD, United Kingdom\n",
      "856 out of 1396 Sighthill Court, Edinburgh, Midlothian, EH11 4BN, United Kingdom\n",
      "857 out of 1396 600 South Clyde Morris Blvd, Daytona Beach, Florida, 32114, United States\n",
      "858 out of 1396 Largo dos Colegiais 2, Évora, 7004-516, Portugal\n",
      "859 out of 1396 Capão do Leão, Rio Grande do Sul, 96160-000, Brazil\n",
      "860 out of 1396 Av. Pedro Calmon n° 550 - Prédio da Reitoria, 2° andar Cidade Universitária, Rio de Janeiro, 21941-901, Brazil\n",
      "861 out of 1396 Avenida España 1680, Casilla 110-V, Valparaíso, Chile\n",
      "862 out of 1396 Azadi Square, Mashhad, Khorasan Razavi, P.O. Box 9177948974, Iran\n",
      "863 out of 1396 Boca Raton, Florida, 33431, United States\n",
      "864 out of 1396 150 West University Boulevard, Melbourne, Melbourne, Florida, 32901, United States\n",
      "865 out of 1396 Av. Francisco Salazar 01145, Temuco, Chile\n",
      "866 out of 1396 No 510 Zhongzheng Road, Xinzhuang District, New Taipei City, 24205, Taiwan\n",
      "867 out of 1396 2 Xue Yuan Road University Town, Fuzhou, Fuzhou, Fujian, 350108, China\n",
      "868 out of 1396 11/12 Gabriela Narutowicza Str, Gdansk, 80-233, Poland\n",
      "869 out of 1396 P.O. Box LG 25, Legon, Accra, Ghana\n",
      "870 out of 1396 No. 100 Waihuan Xi Road, Panyu District, Guangzhou, Guangdong, 510006, China\n",
      "871 out of 1396 1-20-1 Handayama Higashi-ku, Hamamatsu city, Shizuoka, 431-3192, Japan\n",
      "872 out of 1396 1 Dai Co Viet Road, Hanoi, Vietnam\n",
      "873 out of 1396 No. 1, Mukogawa-machi, Nishinomiya-shi, Hyogo, 663-8501, Japan\n",
      "874 out of 1396 Ehrenbergstraße 29, 98693 Ilmenau, Germany\n",
      "875 out of 1396 Mohanpur - 741 246, Kolkata, West Bengal, India\n",
      "876 out of 1396 Dhanbad, Jharkhand, 826004, India\n",
      "877 out of 1396 Bihta, Patna, Bihar, 801103, India\n",
      "878 out of 1396 100 Inha-ro, Michuhol-gu, Incheon, 22212, South Korea\n",
      "879 out of 1396 Sector H-10, Islamabad, 44000, Pakistan\n",
      "880 out of 1396 Azadi Square, Isfahan, Iran\n",
      "881 out of 1396 P.O. Box 319, Hezar-Jerib Avenue, Isfahan, 81746 7346, Iran\n",
      "882 out of 1396 Beyazit Fatih, Istanbul, 34452, Turkey\n",
      "883 out of 1396 188, Raja S.C. Mallick Road, Kolkata, 700032, India\n",
      "884 out of 1396 Campus Las Lagunillas s/n, Jaén, 23071, Spain\n",
      "885 out of 1396 301 Xuefu Road, Zhenjiang, Jiangsu, 212013, China\n",
      "886 out of 1396 Qianjin Street, Changchun, Jilin, 2699, China\n",
      "887 out of 1396 Huangpu Ave. W. 601, Tianhe, Guangzhou, Guangdong, 510632, China\n",
      "888 out of 1396 Al Abdullah Street, Amman 11942, Jordan\n",
      "889 out of 1396 2-1-1 Hongo, Bunkyo-ku, Tokyo, 113-8421, Japan\n",
      "890 out of 1396 Kanazawa, Ishikawa, 920-1192, Japan\n",
      "891 out of 1396 100,Shih-Chuan 1st Road, Kaohsiung, 80708, Taiwan\n",
      "892 out of 1396 Balıklar Kayası, Mevkii Demir, Karabuk, Anatolia, 78050, Turkey\n",
      "893 out of 1396 Karlstad, SE-651 88, Sweden\n",
      "894 out of 1396 River House, 53-57 High Street, Kingston upon Thames, Surrey, KT1 1LQ, United Kingdom\n",
      "895 out of 1396 470 Mirdamad Ave. West, 19697, Tehran 15875-4416, Iran\n",
      "896 out of 1396 2-39-1 Kurokami, Chuo-ku, Kumamoto, 860-8555, Japan\n",
      "897 out of 1396 Pasdaran Street, Sanandaj, Kurdistan 66177-15177, Iran\n",
      "898 out of 1396 Jamal Abdul Nasser Street, Kuwait City, Kuwait\n",
      "899 out of 1396 465 Kajii-cho Kawaramachi-hirokoji, Kamigyo-ku, Kyoto, 602-8566, Japan\n",
      "900 out of 1396 80 Daehakro, Bukgu, Daegu, 41566, South Korea\n",
      "901 out of 1396 University Road, Lagos, Nigeria\n",
      "902 out of 1396 D.H.A, Lahore Cantt 54792, Pakistan\n",
      "903 out of 1396 Juan de Quesada 30, Las Palmas de Gran Canaria, 35001, Spain\n",
      "904 out of 1396 Raina bulvaris 19, Riga, LV 1586, Latvia\n",
      "905 out of 1396 Chouran Beirut, 1102 2801, Lebanon\n",
      "906 out of 1396 Calverley Street, Leeds, West Yorkshire, LS1 3HE, United Kingdom\n",
      "907 out of 1396 305 Wisteria Street, Ruston, Louisiana, 71272, United States\n",
      "908 out of 1396 12 Bandera street, Lviv, 79013, Ukraine\n",
      "909 out of 1396 Avda. Cervantes, 2, Málaga, 29071, Spain\n",
      "910 out of 1396 Slomškov trg 15, 2000 Maribor, Slovenia\n",
      "911 out of 1396 1250 W. Wisconsin Ave., Milwaukee, Wisconsin, 53233, United States\n",
      "912 out of 1396 Pasdaran Street, Babolsar 47415, Iran\n",
      "913 out of 1396 Mississippi State, Mississippi, 39762, United States\n",
      "914 out of 1396 Avda. Teniente Flomesta, 5, Murcia, 30003, Spain\n",
      "915 out of 1396 27-1 Mizumoto-cho, Muroran, Hokkaido, 050-8585, Japan\n",
      "916 out of 1396 Uhuru Highway, Nairobi 00100, Kenya\n",
      "917 out of 1396 Jingling Road, Xuanwu, Nanjing, Jiangsu, 210095, China\n",
      "918 out of 1396 No.30 Puzhu Road(S), Nanjing, Jiangsu, 211816, China\n",
      "919 out of 1396 No.300, Jhongda Rd, Jhongli City, Taoyuan, 32001, Taiwan\n",
      "920 out of 1396 NO.64, Sec.2, ZhiNan Rd, Wenshan District, Taipei, 11605, Taiwan\n",
      "921 out of 1396 No. 1, Sec. 2, Da Hsueh Road, Shoufeng, Hualien, 97401, Taiwan\n",
      "922 out of 1396 Sector - 2, Rourkela, 769008, India\n",
      "923 out of 1396 2, 21st Line, Saint Petersburg, 199106, Russian Federation\n",
      "924 out of 1396 NUST Campus, H-12, Islamabad, Pakistan\n",
      "925 out of 1396 No. 70, Lienhai Rd, Kaohsiung, 80424, Taiwan\n",
      "926 out of 1396 1 Section, 3 Jungshiau East Road, Taipei, 106, Taiwan\n",
      "927 out of 1396 Tanjore Main Road, Tiruchirappalli, 620015, India\n",
      "928 out of 1396 66 West 12th Street, New York, 10011, United States\n",
      "929 out of 1396 8050, Ikarashi 2-no-cho, Nishi-ku, Niigata, 950-2181, Japan\n",
      "930 out of 1396 Esplanade De La Paix, CS 14032, Caen 14032, France\n",
      "931 out of 1396 3-11 Wenhua Road, Heping District, Shenyang, Liaoning, 110819, China\n",
      "932 out of 1396 5268 Renmin Street, Changchun, Jilin, China\n",
      "933 out of 1396 3333 University Way, Prince George, British Columbia, V2N 4Z9, Canada\n",
      "934 out of 1396 229 North Taibai Road, Xi’an, Shaanxi, 710069, China\n",
      "935 out of 1396 No.3 Taicheng Road, Yangling, Shaanxi, 712100, China\n",
      "936 out of 1396 1-1-1 Tsushima-naka, Kita-ku, Okayama, 700-8530, Japan\n",
      "937 out of 1396 3-3-138, Sugimoto, Sumiyoshi-ku, Osaka, 558-8585, Japan\n",
      "938 out of 1396 Hyderabad, Telangana State, 500007, India\n",
      "939 out of 1396 Ctra. de Utrera, 1, Sevilla, Andalusia, 41013, Spain\n",
      "940 out of 1396 26504 Rio Achaia, Greece\n",
      "941 out of 1396 Vasvári Pál utca 4, H-7622 Pécs, Hungary\n",
      "942 out of 1396 Rua Dr. Roberto Frias, Porto, 4200-465, Portugal\n",
      "943 out of 1396 Camino de Vera, s/n, Valencia, 46022, Spain\n",
      "944 out of 1396 R.V.Nagar, Kalapet, Puducherry, 605014, India\n",
      "945 out of 1396 Av. Universitaria 1801, San Miguel, Lima, 15088, Peru\n",
      "946 out of 1396 Av. Ipiranga, 6681 Partenon Porto Alegre/RS, Porto Alegre, 90619-900, Brazil\n",
      "947 out of 1396 1187 Flamboyán Street, San Juan, 00926-1117, Puerto Rico\n",
      "948 out of 1396 P.O. Box No. 54590, Lahore, Pakistan\n",
      "949 out of 1396 Calle Tulipán, Móstoles, Madrid, 28933, Spain\n",
      "950 out of 1396 3-34-1 Nishi-Ikebukuro, Toshima-ku, Tokyo, 171-8501, Japan\n",
      "951 out of 1396 1 Lomb Memorial Drive, Rochester, New York, 14623-5603, United States\n",
      "952 out of 1396 Erasmus House, Roehampton Lane, Roehampton, London, SW15 5PU, United Kingdom\n",
      "953 out of 1396 Miklukho-Maklaya str. 6, Moscow, 117198, Russian Federation\n"
     ]
    },
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     "name": "stdout",
     "output_type": "stream",
     "text": [
      "954 out of 1396 Rue de Damas, BP 17-5208 - Mar Mikhaël, Beyrouth - 1104 2020, Lebanon\n",
      "955 out of 1396 The Crescent, Salford, Greater Manchester, M5 4WT, United Kingdom\n",
      "956 out of 1396 Rua Quirino de Andrade 215, Sao Paulo, 01049-010, Brazil\n",
      "957 out of 1396 S1W17, Chuoh-ku Sapporo, Hokkaido, 060-8556, Japan\n",
      "958 out of 1396 30 Xueyuan Road Haidian District, Beijing 100083, Beijing, 100083, China\n",
      "959 out of 1396 163 Seoulsiripdaero 90 Jeonnong-dong, Dongdaemun-gu, Seoul, 130-743, South Korea\n",
      "960 out of 1396 C/ S. Fernando, 4, Sevilla, 41004, Spain\n",
      "961 out of 1396 Daneshjo Blv Shahid Shahriari Sq, Yemen St, Shahid Chamran, Tehran 1983963113, Iran\n",
      "962 out of 1396 99 Shangda Road BaoShaun District, Shanghai, Shanghai, China\n",
      "963 out of 1396 777 National Road, Shanghai, 200433, China\n",
      "964 out of 1396 1550 Haigang Avenue, Shanghai, 201306, China\n",
      "965 out of 1396 243 Daxue Road, Shantou, Guangdong, 515063, China\n",
      "966 out of 1396 Howard Street, Sheffield, South Yorkshire, S1 1WB, United Kingdom\n",
      "967 out of 1396 PO Box 1585, Shiraz, 71345, Iran\n",
      "968 out of 1396 35 Baekbeom-ro Sinsu-dong, Mapo-gu, Seoul, 04107, South Korea\n",
      "969 out of 1396 Branišovská 1645/31a, České Budějovice, South Bohemia, 370 05, Czech Republic\n",
      "970 out of 1396 555, Liutai Avenue Wenjiang District, Chengdu, Sichuan, 611130, China\n",
      "971 out of 1396 Gandhi Road, Tirupati, Andhra, Pradesh, 517502, India\n",
      "972 out of 1396 College Road, Stoke on Trent, Staffordshire, ST4 2DE, United Kingdom\n",
      "973 out of 1396 2-16-1, Miyamae ward, Kawasaki city, Kanagawa, 216-8511, Japan\n",
      "974 out of 1396 P.O. Box 50, Muscat 123, Oman\n",
      "975 out of 1396 Dugonics square 13, H-6720 Szeged, Hungary\n",
      "976 out of 1396 Narva mnt 25, Tallinn, 10120, Estonia\n",
      "977 out of 1396 Ehitajate tee 5, Tallinn, 19086, Estonia\n",
      "978 out of 1396 Sebrbay, Tanta, El-Gharbia Governorate, Egypt\n",
      "979 out of 1396 Calle de Ramiro de Maeztu 7, Madrid, 28040, Spain\n",
      "980 out of 1396 Blanchardstown Road North, Dublin 15, D15 YV78, Ireland\n",
      "981 out of 1396 Tees Valley, Middlesbrough, North Yorkshire, TS1 3BX, United Kingdom\n",
      "982 out of 1396 Jalan IKRAM-UNITEN, Kajang, Selangor, 43000, Malaysia\n",
      "983 out of 1396 500 West University Avenue, El Paso, Texas, 79968, United States\n",
      "984 out of 1396 Napaam, Tezpur, Sonitpur, Assam, 784028, India\n",
      "985 out of 1396 3-8-1 Harumi-cho, Fuchu-shi, Tokyo, 183-8538, Japan\n",
      "986 out of 1396 6-1-1 Shinjuku, Shinjuku-ku, Tokyo, 160-8402, Japan\n",
      "987 out of 1396 1-3 Kagurazaka, Shinjuku-ku, Tokyo, 162-8601, Japan\n",
      "988 out of 1396 Quinta de Prados, Vila Real, 5000-801, Portugal\n",
      "989 out of 1396 Private Bag X680 Pretoria 0001, Staatsartillerie Road, Pretoria West, South Africa\n",
      "990 out of 1396 UUM Sintok, Kedah Darul Aman, 6010, Malaysia\n",
      "991 out of 1396 144- Xuan Thuy Street, Cau Giay, Hanoi, Vietnam\n",
      "992 out of 1396 Vigo, Pontevedra, 36310, Spain\n",
      "993 out of 1396 3 Universiteto St, LT-01513 Vilnius, Lithuania\n",
      "994 out of 1396 Katpadi Road, Vellore, Tamil Nadu, 632014, India\n",
      "995 out of 1396 Wulfruna Street, Wolverhampton, West Midlands, WV1 1LY, United Kingdom\n",
      "996 out of 1396 122 Luoshi Road, Wuhan, Hubei, 430070, China\n",
      "997 out of 1396 Yuhu District, Xiangtan, Hunan, 411105, China\n",
      "998 out of 1396 266 Xinglong Section Xifeng Rd, Xi’an, Shaanxi, 710126, China\n",
      "999 out of 1396 88 South University Ave., Yangzhou, Jiangsu, 225009, China\n",
      "1000 out of 1396 280 Daehak-Ro, Gyeongsan, Gyeongbuk, 712-749, South Korea\n",
      "1001 out of 1396 Calle de Pedro Cerbuna 12, Zaragoza, 50009, Spain\n",
      "1002 out of 1396 Kayışdağı Caddesi No:32, Ataşehir, İstanbul, 34752, Turkey\n",
      "1003 out of 1396 al. Mickiewicza 30, 30-059 Krakow, Poland\n",
      "1004 out of 1396 Dumlup?nar Boulevard, Antalya, 07058, Turkey\n",
      "1005 out of 1396 1-1 Tegatagakuen-machi, Akita, 010-8502, Japan\n",
      "1006 out of 1396 1 Al Mokhaym Al Daem, Nasr City, Cairo, Egypt\n",
      "1007 out of 1396 El-Guish Road, El-Shatby, Alexandria, 21526, Egypt\n",
      "1008 out of 1396 Bulevardul Carol I, Nr.11, 700506 Lasi, Romania\n",
      "1009 out of 1396 71 al-Farabi Ave, Almaty, 050040, Kazakhstan\n",
      "1010 out of 1396 Ctra. Sacramento s/n, La Cañada de San Urbano, Almería, 04120, Spain\n",
      "1011 out of 1396 Tehran, 1993891176, Iran\n",
      "1012 out of 1396 Sector-125, Noida, 201313, India\n",
      "1013 out of 1396 Yeşiltepe Mahallesi, Tepebasi, Eskisehir, 26470, Turkey\n",
      "1014 out of 1396 Mons. Álvaro del Portillo, 12.455, Las Condes, Santiago, Chile\n",
      "1015 out of 1396 Avenida 3, Independencia, Mérida. Edo. Mérida, Venezuela\n",
      "1016 out of 1396 Visakhapatnam, Andhra Pradesh, 530003, India\n",
      "1017 out of 1396 Sazie 2320, Santiago, Chile\n",
      "1018 out of 1396 Dogol Caddesi, Tandogan, Ankara, 06100, Turkey\n",
      "1019 out of 1396 Sarder Patel Road, Old Highways Building, Guindy, Chennai, 600025, India\n",
      "1020 out of 1396 Annamalai Nagar, Cuddalore Dt., Tamil Nadu, 608002, India\n",
      "1021 out of 1396 Calle 67 Número 53 - 108 P.O BOX 1226, Medellin, Colombia\n",
      "1022 out of 1396 4-4-25 Shibuya, Shibuya-ku, Tokyo, 150-8366, Japan\n",
      "1023 out of 1396 Assiut 71515, Egypt\n",
      "1024 out of 1396 Independencia 641, Valdivia, Chile\n",
      "1025 out of 1396 Av Alvaro Obregon y Julian Carrillo s/n, Colonia Nueva, Mexicali, Baja California, 21100, Mexico\n",
      "1026 out of 1396 Carr Pachuca-Actopan km. 4.5 Edificio B, 4to.Piso, Pachuca, Hidalgo, 48900, Mexico\n",
      "1027 out of 1396 Pedro de Alba s/n, San Nicolás de Los Garza, Nuevo León, Mexico\n",
      "1028 out of 1396 4 sur 104, Centro Histórico, Puebla, 72000, Mexico\n",
      "1029 out of 1396 Cerro de Las Campanas, Querétaro, 76017, Mexico\n",
      "1030 out of 1396 Alvaro Obregon #64, Col. Centro, San Luis Potosi, 78000, Mexico\n",
      "1031 out of 1396 No. 2358, Desarrollo Urbano Tres Ríos, Blvd. Miguel Tamayo, Espinoza de los Monteros, Culiacán Rosales, Sinaloa, 80020, Mexico\n",
      "1032 out of 1396 Instituto Literario # 100, Col. Centro, Toluca, 50000, Mexico\n",
      "1033 out of 1396 Calle 60 No, 491-A por 57, Merida, Yucatan, 97000, Mexico\n",
      "1034 out of 1396 Azarshahr Road, Tabriz, East Azarbaijan, 5375171379, Iran\n",
      "1035 out of 1396 Bosan Road, Multan, Punjab, Pakistan\n",
      "1036 out of 1396 Çiragan Caddesi Osmanpasa, Mektebi Sokak No: 4 - 6, Besiktas, Istanbul, 34353, Turkey\n",
      "1037 out of 1396 Banasthali Vidyapith, Rajasthan, 304022, India\n",
      "1038 out of 1396 Jl. Tamansari 64, Bandung, 40116, Indonesia\n",
      "1039 out of 1396 32, Validy Street, Ufa, 450076, Russian Federation\n",
      "1040 out of 1396 Fatih Sultan Mahallesi, Eskişehir Yolu 18.km, Etimesgut-Ankara, TR 06790, Turkey\n",
      "1041 out of 1396 4 Nezavisimosti Avenue, 220030 Minsk, Belarus\n",
      "1042 out of 1396 85, Pobedy Street, Belgorod, 308015, Russian Federation\n",
      "1043 out of 1396 Avda. Collao 1202, Casilla 5-C, Concepción, 4051381, Chile\n",
      "1044 out of 1396 University of Birjand Blvd, Avini Blvd, Birjand, South Khorasan, Iran\n",
      "1045 out of 1396 Vidya Vihar, Pilani, Rajasthan, 333031, India\n",
      "1046 out of 1396 BP 145 RP, Biskra, 07000, Algeria\n",
      "1047 out of 1396 Jl. Raya Darmaga, Kampus IPB Darmaga, Bogor, West Java, 16680, Indonesia\n",
      "1048 out of 1396 Veteran Street, Malang, East Java, 65145, Indonesia\n",
      "1049 out of 1396 Antonínská 548/1, 601 90 Brno, Czech Republic\n",
      "1050 out of 1396 Shahid Fahmideh Avenue, Hamedan 65174, Iran\n",
      "1051 out of 1396 Romania Bucharest Sector 5, 36 - 46 Milhail Kogalniceany B, 50107, Romania\n",
      "1052 out of 1396 Muegyetem rkp. 3, 1111 Budapest, Hungary\n",
      "1053 out of 1396 Plaza Infanta Doña Elena s/n, Burgos, 09001, Spain\n",
      "1054 out of 1396 Long Beach, 1250 Bellflower Boulevard, Long Beach, California, 90840, United States\n",
      "1055 out of 1396 North Holmes Road, Canterbury, Kent, CT1 1QU, United Kingdom\n",
      "1056 out of 1396 Plaza del Cronista Isidoro Val, Edificio \"La Milagrosa\", s/n, Cartagena, Murcia, 30202, Spain\n",
      "1057 out of 1396 Avenue de la Republique, PO Box 77, Amilcar, 1054, Tunisia\n",
      "1058 out of 1396 Avda Angamos 0610, Antofagasta, Chile\n",
      "1059 out of 1396 Rua Francisco Getúlio, Vargas 1130, Caxias do Sul, 95070-560, Brazil\n",
      "1060 out of 1396 Dr. Silas Munguba Av., 1700, Fortaleza-CE, 60 714 903, Brazil\n",
      "1061 out of 1396 33, boulevard du Port, 95510 Cergy-Pontoise, France\n",
      "1062 out of 1396 168, Jifeng East Road, Wufeng District, Taichung, 41349, Taiwan\n",
      "1063 out of 1396 Technická 5, 166 28 Prague 6 – Dejvice, Czech Republic\n",
      "1064 out of 1396 Parkgate Road, Chester, Cheshire, CH1 4BJ, United Kingdom\n",
      "1065 out of 1396 239 Huay Kaew Road, Muang District, Chiang Mai 50200, Thailand\n",
      "1066 out of 1396 2-17-1 Tsudanuma, Narashino-Shi, Chiba, 275-0016, Japan\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1067 out of 1396 1200 Matsumoto-cho, Kasugai, Aichi, 487-8501, Japan\n",
      "1068 out of 1396 99 Daehak-ro, Yuseong-gu, Daejeon, 34134, South Korea\n",
      "1069 out of 1396 200 Chung Pei Rd, Chung Li District, Taoyuan City, Taiwan, 32023, Taiwan\n",
      "1070 out of 1396 742-1 Higashinakano, Hachioji-shi, Tokyo, 192-0393, Japan\n",
      "1071 out of 1396 P.O Cochin, Kerala, 682022, India\n",
      "1072 out of 1396 94, University of Colombo, Cumaratunga Munidasa Mw, Colombo 03, Sri Lanka\n",
      "1073 out of 1396 Šafárikovo námestie 6, P.O.BOX 440, Bratislava 1, 814 99, Slovakia\n",
      "1074 out of 1396 Víctor Lamas 1290, Casilla 160-C, Concepción, Chile\n",
      "1075 out of 1396 325 Ain El Bey Way, Constantine, 25017, Algeria\n",
      "1076 out of 1396 Fovam ter 8, Budapest, Hungary\n",
      "1077 out of 1396 Balcali, Saricam, Adana, 01330, Turkey\n",
      "1078 out of 1396 Kamýcká 129, 165 21 Praha 6, Suchdol, Czech Republic\n",
      "1079 out of 1396 P.O. Box 35091, Dar es Salaam, Tanzania\n",
      "1080 out of 1396 2401 Taft Avenue, Manila, 0922, Philippines\n",
      "1081 out of 1396 Main Bawana Road, Shahbad Daulatpur, Delhi, DL - 42, India\n",
      "1082 out of 1396 Calle 12C No. 6-25, Bogata, Distrito Capital, Colombia\n",
      "1083 out of 1396 University Campus, Komotini, 69100, Greece\n",
      "1084 out of 1396 Dhaka, 1000, Bangladesh\n",
      "1085 out of 1396 Cumhuriyet Blv No:144, Alsancak, 35210, Turkey\n",
      "1086 out of 1396 Karasuma-higashi-iru, Imadegawa-dori, Kamigyo-ku, Kyoto, 602-8580, Japan\n",
      "1087 out of 1396 W. Churchill Sq. 1938/4, Prague 3, 130 67, Czech Republic\n",
      "1088 out of 1396 St. Helens Road, Ormskirk, Lancashire, L39 4QP, United Kingdom\n",
      "1089 out of 1396 Ege Üniversitesi Kampüsü, Bornova, Izmir, 35040, Turkey\n",
      "1090 out of 1396 10-13 Dogo-himata, Matsuyama, Ehime, 790-8577, Japan\n",
      "1091 out of 1396 1-5-1 Chofugaoka, Chofu, Tokyo, 182-8585, Japan\n",
      "1092 out of 1396 G.T. Road, Lahore 54890, Pakistan\n",
      "1093 out of 1396 Kayseri, 38039, Turkey\n",
      "1094 out of 1396 ul. Sukhanova, 8, Vladivostok, 690950, Russian Federation\n",
      "1095 out of 1396 Said Soliman St., University Region, Fayoum, 63514, Egypt\n",
      "1096 out of 1396 Rua Santa Adelia 166, Santo Andre, 09210-170, Brazil\n",
      "1097 out of 1396 Av. Manoel Severino Barbosa, Bom Sucesso, Arapiraca, 57309-005, Brazil\n",
      "1098 out of 1396 Rua Augusto Viana Número 1 - Palácio da Reitoria, Canela, Salvador, Bahia, 40110-909, Brazil\n",
      "1099 out of 1396 Av. da Universidade, 2853 - Benfica, Fortaleza, Ceará, 60020-181, Brazil\n",
      "1100 out of 1396 Av. Fernando Ferrar, 514 - Goiabeiras, Vitória, Espírito Santo, 29075-910, Brazil\n",
      "1101 out of 1396 Campus Samambaia, Goiânia, Goiás, 74690-900, Brazil\n",
      "1102 out of 1396 Rua Sarmento Leite, 245, Porto Alegre, Rio Grande do Sul, 90050-170, Brazil\n",
      "1103 out of 1396 Av. BPS, 1303, Bairro Pinheirinho, Itajubá, Minas Gerais, 37500 903, Brazil\n",
      "1104 out of 1396 Av. Doutor Sylvio Menicucci, 1001 Kennedy, Lavras, 37200-000, Brazil\n",
      "1105 out of 1396 Av. Costa e Silva, s/nº, Bairro Universitário, Campo Grande -MS, 79070-900, Brazil\n",
      "1106 out of 1396 R. Diogo de Vasconcelos, 122, Pilar ‐ Ouro Preto, Minas Gerais, 35400-000, Brazil\n",
      "1107 out of 1396 Rua Augusto Corrêa, 01, Guamá, Belém, Pará, 66075-110, Brazil\n",
      "1108 out of 1396 Rua XV de Novembro, 1299, Curitiba, 80060-000, Brazil\n",
      "1109 out of 1396 Av. Prof. Moraes Rego, 1235, Cidade Universitária, Recife, Pernambuco, 50670-901, Brazil\n",
      "1110 out of 1396 Avenida Senador Salgado Filho S/N Caixa Postal 1524, Campus Universitário - Lagoa N, Natal, Rio Grande do Norte, 59072-970, Brazil\n",
      "1111 out of 1396 Av. Francisco Mota, 572 - Bairro Costa e Silva, Mossoro RN, Rio Grande do Norte, 59 625 900, Brazil\n",
      "1112 out of 1396 Av. Roraima 1000, Bairro Camobi, Santa Maria, 97105-900, Brazil\n",
      "1113 out of 1396 Rodovia Washington Luís km 235, São Carlos 310, Sao Paulo, 13565-905, Brazil\n",
      "1114 out of 1396 3165 - Rebouças, Curitiba, 80230-901, Brazil\n",
      "1115 out of 1396 Avenida Peter Henry Rolfs, s/n, Campus Universitário, Viçosa, 36570-900, Brazil\n",
      "1116 out of 1396 No. 100, Wenhwa Rd, Seatwen, Taichung, 40724, Taiwan\n",
      "1117 out of 1396 Rua Miguel de Frias, 9, Icaraí, Niterói, Rio de Janeiro, 24220-900, Brazil\n",
      "1118 out of 1396 Av. Washington Soares, 1321 Edson Queiroz, CEP60811-905, Fortaleza - CE, Brazil\n",
      "1119 out of 1396 3-9-1 Bunkyo, Fukui-shi, Fukui, 910-8507, Japan\n",
      "1120 out of 1396 Bulaksumur, Yogyakarta, 55281, Indonesia\n",
      "1121 out of 1396 Teknikokullar, Ankara, 06500, Turkey\n",
      "1122 out of 1396 Universite Bulvari, Sehitkamil, Gaziantep, 27310, Turkey\n",
      "1123 out of 1396 ul. Bażyńskiego 8, Gdańsk, 80-309, Poland\n",
      "1124 out of 1396 41400 Gebze, Kocaeli, Turkey\n",
      "1125 out of 1396 1-1 Yanagido, Gifu, 501-1193, Japan\n",
      "1126 out of 1396 Gandhi Nagar, Rushikonda, Visakhapatnam, Andhra Pradesh, 530045, India\n",
      "1127 out of 1396 Katchery Road, Lahore 54000, Pakistan\n",
      "1128 out of 1396 Str.Universitatii nr.16, Iasi 700115, Romania\n",
      "1129 out of 1396 Av. Juárez No. 976, Colonia Centro, Guadalajara, Jalisco, 44100, Mexico\n",
      "1130 out of 1396 Lascuráin de Retana No. 5, Centro, 36000, Mexico\n",
      "1131 out of 1396 100 Daxuedong Road, Xixiangtang District, Nanning, Guangxi, 530004, China\n",
      "1132 out of 1396 Leninsky Prospect 65, Moscow, 119991, Russian Federation\n",
      "1133 out of 1396 Rasht Khalij, Fars Highway, Gilan Province, 4199613776, Iran\n",
      "1134 out of 1396 4-2 Aramaki-machi, Maebashi City, Gunma, 371-8510, Japan\n",
      "1135 out of 1396 1 Hallymdaehak-gil, Chuncheon, Gangwon-do, 200-702, South Korea\n",
      "1136 out of 1396 P.O. Box 330127, Zarqa 13133, Jordan\n",
      "1137 out of 1396 Rue Tarik Bnou Ziad, Mers Sultan, Casablanca 9167, Morocco\n",
      "1138 out of 1396 San Lázaro y L., MU Plaza de la Revolución, La Habana, Cuba\n",
      "1139 out of 1396 Al Sikka Al Hadid Al Gharbeya, Ain Helwan, Cairo, Egypt\n",
      "1140 out of 1396 2-17-1 Fujimi, Chiyoda-ku, Tokyo, 102-8160, Japan\n",
      "1141 out of 1396 Rokitanského 62, Hradec Králové, 500 03, Czech Republic\n",
      "1142 out of 1396 668 Jimei Avenue, Xiamen, Fujian, 361021, China\n",
      "1143 out of 1396 8-2-1 Gakuennishi-machi, Nishi-ku, Kobe, Hyogo, 651-2197, Japan\n",
      "1144 out of 1396 2-1-1, Bunkyo, Mito, Ibaraki, 310-8512, Japan\n",
      "1145 out of 1396 King Faisal Road, Dammam, Saudi Arabia\n",
      "1146 out of 1396 119 Academy-ro, Yeonsu-gu, Incheon, South Korea\n",
      "1147 out of 1396 Cra 27 Calle 9, Bucaramanga, Santander, Colombia\n",
      "1148 out of 1396 No.1, Sec. 1 Syuecheng Rd, Dashu District, Kaohsiung, 84001, Taiwan\n",
      "1149 out of 1396 Atatürk Bulvar? No:27, Fatih, Istanbul, 34083, Turkey\n",
      "1150 out of 1396 1, Chavchavdze Ave., Tbilisi, 0179, Georgia\n",
      "1151 out of 1396 1, Universytetska str, Lviv, 79000, Ukraine\n",
      "1152 out of 1396 3-18-8 Ueda, Morioka, Iwate, 020-8550, Japan\n",
      "1153 out of 1396 Campus Gülbahçe, Urla, Izmir, Turkey\n",
      "1154 out of 1396 1-1 Saiwai-cho, Takamatsu, Kagawa, 760-8521, Japan\n",
      "1155 out of 1396 1-21-24, Korimoto, Kagoshima, 890-8580, Japan\n",
      "1156 out of 1396 3-27-1 Rokkakubashi, Kanagawa-ku, Yokohama-shi, Kanagawa, 221-8686, Japan\n",
      "1157 out of 1396 1 Kangwondaehak-gil, Chuncheon-si, Gangwon-do, 200-701, South Korea\n",
      "1158 out of 1396 3-3-35 Yamate-cho, Suita-shi, Osaka, 564-8680, Japan\n",
      "1159 out of 1396 50 Ngam Wong Wan Rd, Lat Yao Chatuchak, Bangkok 10900, Thailand\n",
      "1160 out of 1396 K. Donelaicio St.73, Kaunas, LT-44029, Lithuania\n",
      "1161 out of 1396 68 Karl Marx street, Kazan, Tatarstan, 420015, Russian Federation\n",
      "1162 out of 1396 43 South Mofatteh Avene, Tehran, 15719-1491, Iran\n",
      "1163 out of 1396 123 Moo 16 Mittapap Rd Nai-Muang, Muang District, Khon Kaen 40002, Thailand\n",
      "1164 out of 1396 Bhubaneswar, Odisha, 751024, India\n",
      "1165 out of 1396 Chalongkrung Road, Ladkrabang, Bangkok 10520, Thailand\n",
      "1166 out of 1396 1518 Pracharat 1 Road Wongsawang, Bangsue, Bangkok 10800, Thailand\n",
      "1167 out of 1396 126 Pracha Uthit Rd, Bang Mod, Thung Khru, Bangkok 10140, Thailand\n",
      "1168 out of 1396 5-9-1 Shirokane, Minato-ku, Tokyo, 108-8641, Japan\n",
      "1169 out of 1396 2-5-1 Akebono-cho, Kochi, 780-8520, Japan\n",
      "1170 out of 1396 1-24-2 Nishi-Shinjuku, Shinjuku-ku, Tokyo, 163-8677, Japan\n",
      "1171 out of 1396 77, Jeongneung-ro, Seongbuk-gu, Seoul, South Korea\n",
      "1172 out of 1396 1-155 Uegahara-1bancho, Nishinomiya, Hyogo, 662-8501, Japan\n",
      "1173 out of 1396 Matsugasaki, Sakyo-ku, Kyoto, 606-8585, Japan\n",
      "1174 out of 1396 1-1 Sensui-cho, Tobata-ku, Kitakyushu-shi, Fukuoka, 804-8550, Japan\n",
      "1175 out of 1396 Liela iela 2, Jelgava, Zemgale, LV-3001, Latvia\n",
      "1176 out of 1396 Campus de Vegazana S/N, León, 24071, Spain\n",
      "1177 out of 1396 4401 University Drive, Lethbridge, Alberta, T1K 3M4, Canada\n"
     ]
    },
    {
     "name": "stdout",
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     "text": [
      "1178 out of 1396 2, Satpayev str., Astana, 010008, Kazakhstan\n",
      "1179 out of 1396 Gagarin Avenue, Nizhny Novgorod, 603950, Russian Federation\n",
      "1180 out of 1396 ul. Narutowicza 68, Lodz, 90-136, Poland\n",
      "1181 out of 1396 90-924 Łódź, Żeromskiego 116, Poland\n",
      "1182 out of 1396 103 Borough Road, London, SE1 0AA, United Kingdom\n",
      "1183 out of 1396 Rodovia Celso Garcia Cid, Pr 445 Km 380, Londrina, 86057-970, Brazil\n",
      "1184 out of 1396 Pratapgunj, Vadodara, Gujarat, India\n",
      "1185 out of 1396 Khamriang Sub-District, Kantarawichai District, Maha Sarakham, 44150, Thailand\n",
      "1186 out of 1396 Kota Samarahan, Sarawak, 94300, Malaysia\n",
      "1187 out of 1396 Karnataka, Manipal, 576104, India\n",
      "1188 out of 1396 University Campus of Manouba, Manouba, 2010, Tunisia\n",
      "1189 out of 1396 Göztepe Kampüsü, Kadiköy, Istanbul, 34722, Turkey\n",
      "1190 out of 1396 Av Abdelkrim Khattabi, 511 - 40000 Marrakech, Morocco\n",
      "1191 out of 1396 1-1 Kanda-Surugadai, Chiyoda-ku, Tokyo, 101-8301, Japan\n",
      "1192 out of 1396 1-501 Shiogamaguchi, Tempaku-ku, Nagoya, Aichi, 468-8502, Japan\n",
      "1193 out of 1396 Zemedelska 1665/1, Brno, 613 00, Czech Republic\n",
      "1194 out of 1396 Gamal Abd El Nasr Street, Shebin ElKoum, Menofia, Egypt\n",
      "1195 out of 1396 Avenue de l'indépendance, Boumerdès, 35000, Algeria\n",
      "1196 out of 1396 Avenida Francisco J. Mugica, Ciudad Universitaria, Morelia, Michoacan, 58030, Mexico\n",
      "1197 out of 1396 1577 Kurimamachiya-cho, Tsu City, Mie, 514-8507, Japan\n",
      "1198 out of 1396 250 Zhong Shan N. Rd, Sec. 5, Taipei, 111, Taiwan\n",
      "1199 out of 1396 Cairo-Aswan Road, El-Minia, 61519, Egypt\n",
      "1200 out of 1396 78 Vernadsky Prospect, Moscow, 119454, Russian Federation\n",
      "1201 out of 1396 1-1 Gakuen Kibanadai-nishi, Miyazaki, 889-2192, Japan\n",
      "1202 out of 1396 Avenue des Nations Unies, Agdal Rabat, Maroc B.P, 8007 N.U., Morocco\n",
      "1203 out of 1396 Avenue Taher Hadded B.P 56, Monastir 5000, Tunisia\n",
      "1204 out of 1396 2 Cetinjski Put, Podgorica, 81000, Montenegro\n",
      "1205 out of 1396 4 Volokolamskoe shosse, Moscow, 125993, Russian Federation\n",
      "1206 out of 1396 Krasnokazarmennaya 14, Moscow, 111250, Russian Federation\n",
      "1207 out of 1396 Persiaran Multimedia, Cyberjaya, Selangor, 63100, Malaysia\n",
      "1208 out of 1396 M.G. Road, Fort, Mumbai, 400032, India\n",
      "1209 out of 1396 Mysuru, Karnataka, 570005, India\n",
      "1210 out of 1396 1603-1, Kamitomioka, Nagaoka, Niigata, 940-2188, Japan\n",
      "1211 out of 1396 1-14 Bunkyo, Nagasaki, 852-8521, Japan\n",
      "1212 out of 1396 1, Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi, 467-8601, Japan\n",
      "1213 out of 1396 Gokiso-cho, Showa-ku, Nagoya, Aichi, 466-8555, Japan\n",
      "1214 out of 1396 29 Yudao Street, Nanjing, Jiangsu, 210016, China\n",
      "1215 out of 1396 840 Shijo-Cho, Kashihara, Nara, 634-8521, Japan\n",
      "1216 out of 1396 99 Moo 9 Tha Pho Sub District, Muang District, Phitsanulok, 65000, Thailand\n",
      "1217 out of 1396 No.1, Jin-De Road, Changhua City, 500, Taiwan\n",
      "1218 out of 1396 No.300 Syuefu Road, Chiayi City, 60004, Taiwan\n",
      "1219 out of 1396 No.57, Sec. 2, Zhongshan Road, Taiping District, Taichung, 41170, Taiwan\n",
      "1220 out of 1396 No.168 Sec. 1 University Rd, Min-Hsiung Township, Chia-yi County, 621, Taiwan\n",
      "1221 out of 1396 145 Xingda Road, South District, Taichung City, 402, Taiwan\n",
      "1222 out of 1396 Carrera 45 No 26-85, Edificio Uriel Gutiérrez, Bogata, Distrito Capital, Colombia\n",
      "1223 out of 1396 Haya de la Torre S/n planta baja, Patio de las Palmeras, Pabellón Argentina, Argentina\n",
      "1224 out of 1396 Provincia de Mendoza, Mendoza, M5502JMA, Argentina\n",
      "1225 out of 1396 700 Kaohsiung University Rd, Nanzih District, Kaohsiung, 81148, Taiwan\n",
      "1226 out of 1396 Av. Luis Enrique Erro S/N, Gustavo A. Madero, 07738, Mexico\n",
      "1227 out of 1396 83 Astrakhanskaya Street, Saratov, Saratov Oblast, 410012, Russian Federation\n",
      "1228 out of 1396 25 de Mayo y Francia, San Martín, Buenos Aires, Argentina\n",
      "1229 out of 1396 Avenida Colón 80, Bahía Blanca, Buenos Aires, 8000FTN, Argentina\n",
      "1230 out of 1396 151 University Road, San Shia District, New Taipei City, 23741, Taiwan\n",
      "1231 out of 1396 No.2, Beining Rd, Jhongjheng District, Keelung, 202, Taiwan\n",
      "1232 out of 1396 2 Kyrpychova Str, Kharkiv, 61002, Ukraine\n",
      "1233 out of 1396 123 University Road, Section 3, Douliou, Yunlin, 64002, Taiwan\n",
      "1234 out of 1396 ul. Gagarina 11, 87-100 Torun, Poland\n",
      "1235 out of 1396 Ihe Nsukka, Nsukka 41001, Nigeria\n",
      "1236 out of 1396 Tr. A. Hlinku 2, Nitra, 949 76, Slovakia\n",
      "1237 out of 1396 601 S. College Road, Wilmington, North Carolina, 28403, United States\n",
      "1238 out of 1396 2 Beinong Road Huilongguan, Changping District, Beijing, 102206, China\n",
      "1239 out of 1396 Km.5 Vía Puerto, Barranquilla, Colombia\n",
      "1240 out of 1396 1 UNF Drive, Jacksonville, Florida, 32224, United States\n",
      "1241 out of 1396 20 Prospekt K. Marksa, Novosibirsk, 630073, Russian Federation\n",
      "1242 out of 1396 2200 N. Squirrel Road, Rochester, Michigan, 48309-4401, United States\n",
      "1243 out of 1396 238 Songling Road, Laoshan District, Qingdao, Shandong, 266100, China\n",
      "1244 out of 1396 2-1-1 Ohtsuka, Bunkyo-ku, Tokyo, 112-8610, Japan\n",
      "1245 out of 1396 700 Dannoharu, Oita, 870-1192, Japan\n",
      "1246 out of 1396 Körfez, Atakum/Samsun, 55280, Turkey\n",
      "1247 out of 1396 2-7, Takatsuki-shi, Osaka, 569-8686, Japan\n",
      "1248 out of 1396 1-1 Gakuen-cho, Sakai, Osaka, 599-8531, Japan\n",
      "1249 out of 1396 Dvorákova 7, 701 03 Ostrava, Czech Republic\n",
      "1250 out of 1396 Studentská 95, 532 10 Pardubice 2, Czech Republic\n",
      "1251 out of 1396 200 Avenue République, 92001 Nanterre, France\n",
      "1252 out of 1396 29 Komsomolsky av., Perm krai, 614990, Russian Federation\n",
      "1253 out of 1396 Bukireva street 15, Perm, 614990, Russian Federation\n",
      "1254 out of 1396 Peshawar, Khyber Pakhtunkhwa, Pakistan\n",
      "1255 out of 1396 Ostrovitianov str. 1, Moscow, 117997, Russian Federation\n",
      "1256 out of 1396 Muree Road, Shamsabad, Rawalpindi, Pakistan\n",
      "1257 out of 1396 Splaiul Independentei nr. 313, Bucharest, RO-060042, Romania\n",
      "1258 out of 1396 Piata Victoriei Nr. 2, Timisoara, Jud. Timis, 300006, Romania\n",
      "1259 out of 1396 Circular 1 No. 70-01, Medellín, Colombia\n",
      "1260 out of 1396 Av. Dom José Gaspar, 500, Coração Eucarístico, Belo Horizonte, Minas Gerais, 30535-901, Brazil\n",
      "1261 out of 1396 Rua Imaculada Conceicao 1155, Curitiba, Paraná, 80215-901, Brazil\n",
      "1262 out of 1396 Avenida Brasil, Valparaíso, 2950, Chile\n",
      "1263 out of 1396 15 Karnjanavanich Road, Hat Yai, Songkhla 90110, Thailand\n",
      "1264 out of 1396 Avinashi Road, Peelamedu, Coimbatore, Tamil Nadu, 641004, India\n",
      "1265 out of 1396 1 Kalku Street, Riga, LV-1658, Latvia\n",
      "1266 out of 1396 Rua São Francisco Xavier 524, Maracanã, Rio de Janeiro, 20550-900, Brazil\n",
      "1267 out of 1396 1 Nishinokyo-Suzaku-cho, Nakagyo-ku, Kyoto, 604-8520, Japan\n",
      "1268 out of 1396 Garthdee House, Garthdee Road, Aberdeen, Aberdeenshire, AB10 7QB, United Kingdom\n",
      "1269 out of 1396 1 Senbaru, Nishihara-cho, Nakagami-gun, Okinawa, 903-0213, Japan\n",
      "1270 out of 1396 1 Honjo-machi, Saga City, Saga, 840-8502, Japan\n",
      "1271 out of 1396 255 Shimo-Okubo, Sakura-ku, Saitama City, Saitama, 338-8570, Japan\n",
      "1272 out of 1396 Morohongo 38, Iruma District, Moroyama, Saitama, 350-0495, Japan\n",
      "1273 out of 1396 34 Moskovskoye Shosse, Samara, 443086, Russian Federation\n",
      "1274 out of 1396 Av Madre Benvenuta, 2007 Itacorubi, Florianópolis, Santa Catarina, 88035 901, Brazil\n",
      "1275 out of 1396 Ave Libertador Bernardo O'Higgins 3363, Estación Central, Santiago, Chile\n",
      "1276 out of 1396 Sargodha, 40100, Pakistan\n",
      "1277 out of 1396 Tirumalaisamudram, Thanjavur, 613401, India\n",
      "1278 out of 1396 Jeppiaar Nagar, Rajiv Gandhi Salai, Chennai, Tamilnadu, 600119, India\n",
      "1279 out of 1396 BP 32 EL ALIA, Bab Ezzouar, Algiers, 16111, Algeria\n",
      "1280 out of 1396 El Mnaouar, Bir El Djir, Oran, BP 1505, Algeria\n",
      "1281 out of 1396 Trubetskaya st. 8-2, Moscow, 119991, Russian Federation\n",
      "1282 out of 1396 Şemsi Tebrizi Mah, Ankara Cad. No:6 Posta Kodu, Karatay-Konya, 42030, Turkey\n",
      "1283 out of 1396 Campus 1, Semnan, 35131-1911, Iran\n",
      "1284 out of 1396 232 Gongneung-ro, Nowon-gu, Seoul, 01811, South Korea\n",
      "1285 out of 1396 Jalan Raya ITS, Surabaya, Jawa Timur, 60111, Indonesia\n",
      "1286 out of 1396 Route de l'Aéroport Km 0.5, BP 1169, Sfax, 3029, Tunisia\n",
      "1287 out of 1396 Persian Gulf Highway, Tehran, 3319118651, Iran\n",
      "1288 out of 1396 Pajoohesh Square, Kerman, 76169-1411, Iran\n",
      "1289 out of 1396 Golestan Blvd, Ahvaz, Iran\n",
      "1290 out of 1396 Rahbar Boulevard, P.O. Box 115, Shahrekord, Chaharmahal and Bakhtiari Prov, Iran\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1291 out of 1396 P.O. Box 3619995161, Shahrood, Iran\n",
      "1292 out of 1396 3-7-5 Toyosu, Koto-ku, Tokyo, 135-8548, Japan\n",
      "1293 out of 1396 Seta Tsukinowa-cho, Otsu, Shiga, 520-2192, Japan\n",
      "1294 out of 1396 1060 Nishikawatsu, Matsue, Shimane, 690-8504, Japan\n",
      "1295 out of 1396 Shinshu Daigaku 3-1-1 Asahi, Matsumoto-shi, Nagano, 390-8621, Japan\n",
      "1296 out of 1396 Fars Province, Shiraz, Zand, Iran\n",
      "1297 out of 1396 836, Ohya, Suruga-ku, Shizuoka-Shi, Shizuoka, 422-8529, Japan\n",
      "1298 out of 1396 52-1 Yada, Suruga Ward, Shizuoka, 422-8526, Japan\n",
      "1299 out of 1396 1-5-8 Hatanodai, Shinagawa-ku, Tokyo, 142-8555, Japan\n",
      "1300 out of 1396 79 Svobodny pr., Krasnoyarsk, 660041, Russian Federation\n",
      "1301 out of 1396 Khandagiri Square, Near SUM Hospital, Bhubaneswar, Odisha, 751030, India\n",
      "1302 out of 1396 ul. Bankowa 12, 40-007 Katowice, Poland\n",
      "1303 out of 1396 ul. Akademicka 2A, Gliwice, Upper Silesia, 44-100, Poland\n",
      "1304 out of 1396 22 Borommarachachonani Rd, Talingchan, Bangkok, 10170, Thailand\n",
      "1305 out of 1396 Sartenejas Baruta, Edo. Miranda, Caracas, 89000, Venezuela\n",
      "1306 out of 1396 Avenida Unisinos, 950 - Cristo Rei, São Leopoldo, 93022-750, Brazil\n",
      "1307 out of 1396 Vazovova 5, 812 43 Bratislava, Slovakia\n",
      "1308 out of 1396 1504 Sofia, 15 Tsar Osvoboditel Blvd, Bulgaria\n",
      "1309 out of 1396 Sohag governorate, Nasser city, Sohag, Egypt\n",
      "1310 out of 1396 Blvd.Luis Encinas y Rosales S/N, Col. Centro, Hermosillo, Sonora, Mexico\n",
      "1311 out of 1396 369 Sangdo-Ro, Dongjak-gu, Seoul, 06978, South Korea\n",
      "1312 out of 1396 7-1 Kioi-cho, Chiyoda-ku, Tokyo, 102-8554, Japan\n",
      "1313 out of 1396 Rue khalifa karoui sahloul, Sousse, Tunisia\n",
      "1314 out of 1396 1 Preller Street, Muckleneuk, Pretoria 0002, South Africa\n",
      "1315 out of 1396 28 West Changsheng Road, Hengyang City, Hunan, 421001, China\n",
      "1316 out of 1396 105/42 Bolshaya Sadovaya Str., Rostov-on-Don, 344006, Russian Federation\n",
      "1317 out of 1396 No. 1023, Sha Tai Nan Road, Guangzhou City, Baiyun District, China\n",
      "1318 out of 1396 76, Lenin ave, Chelyabinsk, 454080, Russian Federation\n",
      "1319 out of 1396 Qena, 83523, Egypt\n",
      "1320 out of 1396 Mid Glamorgan, Pontypridd, CF37 1DL, United Kingdom\n",
      "1321 out of 1396 West Section, High-tech Zone, Chengdu, Sichuan, 611756, China\n",
      "1322 out of 1396 114 Sukhumvit 23, Bangkok, 10110, Thailand\n",
      "1323 out of 1396 SRM Nagar, Tamil Nadu, Kattankulathur, 603203, India\n",
      "1324 out of 1396 Av. Colombo, 5790, Jd. Universitário, Maringá, Paraná, 87020-900, Brazil\n",
      "1325 out of 1396 Av. General Carlos Cavalcanti, 4748, Ponta Grossa, 84030-900, Brazil\n",
      "1326 out of 1396 Jorge Amado Highway, Km 16, Bairro Salobrinho, Ilheus-Bahia, 45662-900, Brazil\n",
      "1327 out of 1396 ul. Professora Popova 5, Saint Petersburg, 197376, Russian Federation\n",
      "1328 out of 1396 Süleyman Demirel Caddesi 102, Çünür Mh., Merkez, Isparta, Turkey\n",
      "1329 out of 1396 2, Rymskogo-Korsakova Street, Sumy, 40007, Ukraine\n",
      "1330 out of 1396 111 University Avenue, Muang, Nakhon Ratchasima, 3000, Thailand\n",
      "1331 out of 1396 ul. Chodakowska 19/31, 03-815 Warsaw, Poland\n",
      "1332 out of 1396 Páter Károly utca 1., Gödöllő, H-2100, Hungary\n",
      "1333 out of 1396 1 Poniente #1141, Talca, Chile\n",
      "1334 out of 1396 Lawley Road, Coimbatore, 641003, India\n",
      "1335 out of 1396 No.151 Yingzhuan Road, Tamsui District, New Taipei City, 25137, Taiwan\n",
      "1336 out of 1396 18 de Septiembre, Arica, Arica y Parinacota, Chile\n",
      "1337 out of 1396 64/13 Volodymyrska Street, Kyiv, 01601, Ukraine\n",
      "1338 out of 1396 Str. Memorandumului nr. 28, Cluj-Napoca, Jud. Cluj, 400114, Romania\n",
      "1339 out of 1396 Letna 9, Kosice, 04200, Slovakia\n",
      "1340 out of 1396 Studentská 1402/2, 461 17 Liberec 1, Czech Republic\n",
      "1341 out of 1396 Baghdad, Iraq\n",
      "1342 out of 1396 Shah Alam, Darul Ehsan, Selangor, 40450, Malaysia\n",
      "1343 out of 1396 601 University Drive, San Marcos, Texas, 78666-4684, United States\n",
      "1344 out of 1396 2 Soi Phra Chan, Krung Thep Maha Nakhon, Phra Nakhon Si Ayutthaya 10200, Thailand\n",
      "1345 out of 1396 22,Rue Abi Ayad Abdelkrim, Fg Pasteur, Tlemcen BP 119, Algeria\n",
      "1346 out of 1396 Sögütözü Avenue 43, Sögütözü, Ankara, 06560, Turkey\n",
      "1347 out of 1396 5-21-16 Omorinishi, Ota-ku, Tokyo, 143-8540, Japan\n",
      "1348 out of 1396 4-1-1 Kitakaname, Hiratsuka-shi, Kanagawa, 259-1292, Japan\n",
      "1349 out of 1396 Tokat, 60250, Turkey\n",
      "1350 out of 1396 2-24, Shinkura-cho, Tokushima, 770-8501, Japan\n",
      "1351 out of 1396 1-1-1 Sakuragaoka, Setagaya, Tokyo, 156 8502, Japan\n",
      "1352 out of 1396 1-28-1 Tamazutsumi, Setagaya-ku, Tokyo, 158-8557, Japan\n",
      "1353 out of 1396 5 Senju Asahi-cho, Adachi-ku, Tokyo, 120-8551, Japan\n",
      "1354 out of 1396 4-5-7 Konan, Minato-ku, Tokyo, 108-8477, Japan\n",
      "1355 out of 1396 nám. T. G. Masaryka 5555, 760 01 Zlín, Czech Republic\n",
      "1356 out of 1396 4-101 Koyama-cho Minami, Tottori, 680-8550, Japan\n",
      "1357 out of 1396 3190 Gofuku, Toyama-shi, Toyama, 930-8555, Japan\n",
      "1358 out of 1396 5-28-20 Hakusan, Bunkyo-ku, Tokyo, 112-8606, Japan\n",
      "1359 out of 1396 1-1 Hibarigaoka Tenpaku-cho, Toyohashi, Aichi, 441-8580, Japan\n",
      "1360 out of 1396 TU Road, Kirtipur 44618, Nepal\n",
      "1361 out of 1396 No.1727, Sec.4, Taiwan Boulevard, Xitun, Taichung, 40704, Taiwan\n",
      "1362 out of 1396 B.P. no. 94, Rommana 1068, Tunisia\n",
      "1363 out of 1396 No.701 Sec. 3, Zhongyang Rd, Hualien, 97004, Taiwan\n",
      "1364 out of 1396 12 K. Marx Street, Bashkortostan, 450008, Russian Federation\n",
      "1365 out of 1396 19 Mira street, Ekaterinburg, 620002, Russian Federation\n",
      "1366 out of 1396 11km Sero Road, Urmia City, Iran\n",
      "1367 out of 1396 350, Mine, Utsunomiya-City, Tochigi, 321-8505, Japan\n",
      "1368 out of 1396 C/ Plaza de Santa Cruz 8, Valladolid, 47002, Spain\n",
      "1369 out of 1396 Blanco 951, Valparaíso, Chile\n",
      "1370 out of 1396 Syed Abdul Qadir Jillani Road, Lahore, Pakistan\n",
      "1371 out of 1396 6 Quarter, Linh Trung Ward, Thu Duc District, Ho Chi Minh City, Vietnam\n",
      "1372 out of 1396 Sauletekio al. 11, 10223 Vilnius, Lithuania\n",
      "1373 out of 1396 Svobody Square 4, , Kharkiv, Kharkiv, 61022, Ukraine\n",
      "1374 out of 1396 28 Lenin avenue, Volgograd, 400005, Russian Federation\n",
      "1375 out of 1396 1 Universitetskaya pl., Voronezh, 394018, Russian Federation\n",
      "1376 out of 1396 17. listopadu 2172/15, Ostrava, 708 00, Czech Republic\n",
      "1377 out of 1396 Pl. Politechniki 1, 00-661 Warsaw, Poland\n",
      "1378 out of 1396 82 Xue Yuan Road, Wenzhou, Zhejiang, 325035, China\n",
      "1379 out of 1396 Univerzitni 8, 306 14 Pilsen, Czech Republic\n",
      "1380 out of 1396 R. Universitária, 1619, Cascavel, 85819-110, Brazil\n",
      "1381 out of 1396 Blvd. V. Parvan 4, Timisoara 300223, Timis, Romania\n",
      "1382 out of 1396 27 Wybrzeze Wyspianskiego, 50-370 Wroclaw, Poland\n",
      "1383 out of 1396 1-4-12 Kojirakawa-machi, Yamagata, 990-8560, Japan\n",
      "1384 out of 1396 1677-1 Yoshida, Yamaguchi-shi, Yamaguchi, 753-8511, Japan\n",
      "1385 out of 1396 4-4-37 Takeda, Kofu, Yamanashi, 400-8510, Japan\n",
      "1386 out of 1396 Qinhuangdao, Hebei, 66004, China\n",
      "1387 out of 1396 Shafiq Irshidat Street, Irbid, 21163, Jordan\n",
      "1388 out of 1396 University Blvd, Safayieh 741, Iran\n",
      "1389 out of 1396 26 A?ustos Yerle?imi, Atasehir, Istanbul, 34755, Turkey\n",
      "1390 out of 1396 Barbaros Bulvari, Yildiz, Istanbul, 34349, Turkey\n",
      "1391 out of 1396 79 - 1 Tokiwadai, Hodogaya Ward, Yokohama, Kanagawa, 240-8501, Japan\n",
      "1392 out of 1396 No.135, Yuandong Rd, Taoyuan City, 320, Taiwan\n",
      "1393 out of 1396 Zagazig 44519, Egypt\n",
      "1394 out of 1396 Trg maršala Tita 14 HR-10000, Zagreb, Croatia\n",
      "1395 out of 1396 University Blvd, Zanjan, 45371-38791, Iran\n",
      "1396 out of 1396 18 Chaowang Road, Hangzhou, Zhejiang, 310014, China\n"
     ]
    }
   ],
   "source": [
    "full_address_list, streetAddress_list, addressLocality_list, addressRegion_list, postalCode_list, addressCountry_list  = [], [], [], [], [], []\n",
    "for web in web_address:\n",
    "    page = urlopen(web)\n",
    "    page_html = soup(page, 'html.parser')\n",
    "    location = page_html.findAll('script', {'type':\"application/ld+json\"})\n",
    "    jt = json.loads(location[0].text)\n",
    "    jsonnn_tree = objectpath.Tree(jt)\n",
    "    streetAddress_list.append(list(jsonnn_tree.execute('$..streetAddress'))[0])\n",
    "    addressLocality_list.append(list(jsonnn_tree.execute('$..addressLocality'))[0])\n",
    "    addressRegion_list.append(list(jsonnn_tree.execute('$..addressRegion'))[0])\n",
    "    postalCode_list.append(list(jsonnn_tree.execute('$..postalCode'))[0])\n",
    "    addressCountry_list.append(list(jsonnn_tree.execute('$..addressCountry'))[0])\n",
    "    full_address = page_html.findAll('div', {'class':\"institution-info__contact-detail institution-info__contact-detail--address\"})[0].text.strip()\n",
    "    full_address_list.append(full_address)\n",
    "    print ('{} out of {}'.format(len(full_address_list), len (web_address)), full_address)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": true
   },
   "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>rank</th>\n",
       "      <th>name</th>\n",
       "      <th>number_students</th>\n",
       "      <th>student_staff_ratio</th>\n",
       "      <th>intl_students</th>\n",
       "      <th>female_male_ratio</th>\n",
       "      <th>overall_score</th>\n",
       "      <th>teaching_score</th>\n",
       "      <th>research_score</th>\n",
       "      <th>citations_score</th>\n",
       "      <th>industry_income_score</th>\n",
       "      <th>international_outlook_score</th>\n",
       "      <th>address</th>\n",
       "      <th>street_address</th>\n",
       "      <th>locality_address</th>\n",
       "      <th>region_address</th>\n",
       "      <th>postcode_address</th>\n",
       "      <th>country_address</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>University of Oxford</td>\n",
       "      <td>20,664</td>\n",
       "      <td>11.2</td>\n",
       "      <td>41%</td>\n",
       "      <td>46</td>\n",
       "      <td>95.4</td>\n",
       "      <td>90.5</td>\n",
       "      <td>99.6</td>\n",
       "      <td>98.4</td>\n",
       "      <td>65.5</td>\n",
       "      <td>96.4</td>\n",
       "      <td>University Offices, Wellington Square, Oxford,...</td>\n",
       "      <td>University Offices Wellington Square</td>\n",
       "      <td>Oxford</td>\n",
       "      <td>Oxfordshire</td>\n",
       "      <td>OX1 2JD</td>\n",
       "      <td>United Kingdom</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>California Institute of Technology</td>\n",
       "      <td>2,240</td>\n",
       "      <td>6.4</td>\n",
       "      <td>30%</td>\n",
       "      <td>34</td>\n",
       "      <td>94.5</td>\n",
       "      <td>92.1</td>\n",
       "      <td>97.2</td>\n",
       "      <td>97.9</td>\n",
       "      <td>88.0</td>\n",
       "      <td>82.5</td>\n",
       "      <td>1200 East California Boulevard, Pasadena, Cali...</td>\n",
       "      <td>1200 East California Boulevard</td>\n",
       "      <td>Pasadena</td>\n",
       "      <td>CA</td>\n",
       "      <td>91125</td>\n",
       "      <td>United States</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>University of Cambridge</td>\n",
       "      <td>18,978</td>\n",
       "      <td>10.9</td>\n",
       "      <td>37%</td>\n",
       "      <td>47</td>\n",
       "      <td>94.4</td>\n",
       "      <td>91.4</td>\n",
       "      <td>98.7</td>\n",
       "      <td>95.8</td>\n",
       "      <td>59.3</td>\n",
       "      <td>95.0</td>\n",
       "      <td>The Old Schools, Trinity Lane, Cambridge, Camb...</td>\n",
       "      <td>The Old Schools Trinity Lane</td>\n",
       "      <td>Cambridge</td>\n",
       "      <td>Cambridgeshire</td>\n",
       "      <td>CB2 1TN</td>\n",
       "      <td>United Kingdom</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>Stanford University</td>\n",
       "      <td>16,135</td>\n",
       "      <td>7.3</td>\n",
       "      <td>23%</td>\n",
       "      <td>43</td>\n",
       "      <td>94.3</td>\n",
       "      <td>92.8</td>\n",
       "      <td>96.4</td>\n",
       "      <td>99.9</td>\n",
       "      <td>66.2</td>\n",
       "      <td>79.5</td>\n",
       "      <td>450 Serra Mall, Stanford, California, 94305–20...</td>\n",
       "      <td>450 Serra Mall</td>\n",
       "      <td>Stanford</td>\n",
       "      <td>CA</td>\n",
       "      <td>94305–2004</td>\n",
       "      <td>United States</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>Massachusetts Institute of Technology</td>\n",
       "      <td>11,247</td>\n",
       "      <td>8.6</td>\n",
       "      <td>34%</td>\n",
       "      <td>39</td>\n",
       "      <td>93.6</td>\n",
       "      <td>90.5</td>\n",
       "      <td>92.4</td>\n",
       "      <td>99.5</td>\n",
       "      <td>86.9</td>\n",
       "      <td>89.0</td>\n",
       "      <td>77 Massachusetts Avenue, Cambridge, Massachuse...</td>\n",
       "      <td>77 Massachusetts Avenue</td>\n",
       "      <td>Cambridge</td>\n",
       "      <td>MA</td>\n",
       "      <td>02139-4307</td>\n",
       "      <td>United States</td>\n",
       "    </tr>\n",
       "    <tr>\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",
       "      <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",
       "      <td>1391</td>\n",
       "      <td>1001+</td>\n",
       "      <td>Yuan Ze University</td>\n",
       "      <td>8,356</td>\n",
       "      <td>19.5</td>\n",
       "      <td>8%</td>\n",
       "      <td>42</td>\n",
       "      <td>10.7–22.1</td>\n",
       "      <td>17.3</td>\n",
       "      <td>13.9</td>\n",
       "      <td>15.5</td>\n",
       "      <td>47.0</td>\n",
       "      <td>28.3</td>\n",
       "      <td>No.135, Yuandong Rd, Taoyuan City, 320, Taiwan</td>\n",
       "      <td>No.135, Yuandong Rd</td>\n",
       "      <td>Taoyuan City</td>\n",
       "      <td></td>\n",
       "      <td>320</td>\n",
       "      <td>Taiwan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1392</td>\n",
       "      <td>1001+</td>\n",
       "      <td>Zagazig University</td>\n",
       "      <td>156,419</td>\n",
       "      <td>24.0</td>\n",
       "      <td>1%</td>\n",
       "      <td>53</td>\n",
       "      <td>10.7–22.1</td>\n",
       "      <td>13.6</td>\n",
       "      <td>7.7</td>\n",
       "      <td>29.6</td>\n",
       "      <td>34.4</td>\n",
       "      <td>38.8</td>\n",
       "      <td>Zagazig 44519, Egypt</td>\n",
       "      <td>Zagazig 44519</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>Egypt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1393</td>\n",
       "      <td>1001+</td>\n",
       "      <td>University of Zagreb</td>\n",
       "      <td>68,216</td>\n",
       "      <td>18.9</td>\n",
       "      <td>3%</td>\n",
       "      <td>59</td>\n",
       "      <td>10.7–22.1</td>\n",
       "      <td>17.8</td>\n",
       "      <td>12.9</td>\n",
       "      <td>25.3</td>\n",
       "      <td>37.4</td>\n",
       "      <td>33.0</td>\n",
       "      <td>Trg maršala Tita 14 HR-10000, Zagreb, Croatia</td>\n",
       "      <td>Trg maršala Tita 14 HR-10000 Zagreb</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>Croatia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1394</td>\n",
       "      <td>1001+</td>\n",
       "      <td>University of Zanjan</td>\n",
       "      <td>9,980</td>\n",
       "      <td>25.1</td>\n",
       "      <td>0%</td>\n",
       "      <td>54</td>\n",
       "      <td>10.7–22.1</td>\n",
       "      <td>17.0</td>\n",
       "      <td>12.3</td>\n",
       "      <td>28.5</td>\n",
       "      <td>43.8</td>\n",
       "      <td>18.7</td>\n",
       "      <td>University Blvd, Zanjan, 45371-38791, Iran</td>\n",
       "      <td>University Blvd</td>\n",
       "      <td>Zanjan</td>\n",
       "      <td>45371-38791</td>\n",
       "      <td></td>\n",
       "      <td>Iran</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1395</td>\n",
       "      <td>1001+</td>\n",
       "      <td>Zhejiang University of Technology</td>\n",
       "      <td>31,228</td>\n",
       "      <td>14.7</td>\n",
       "      <td>8%</td>\n",
       "      <td>n/</td>\n",
       "      <td>10.7–22.1</td>\n",
       "      <td>16.7</td>\n",
       "      <td>14.2</td>\n",
       "      <td>32.3</td>\n",
       "      <td>51.4</td>\n",
       "      <td>24.4</td>\n",
       "      <td>18 Chaowang Road, Hangzhou, Zhejiang, 310014, ...</td>\n",
       "      <td>18 Chaowang Road</td>\n",
       "      <td>Hangzhou</td>\n",
       "      <td>Zhejiang</td>\n",
       "      <td>310014</td>\n",
       "      <td>China</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1396 rows × 18 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       rank                                   name number_students  \\\n",
       "0         1                   University of Oxford          20,664   \n",
       "1         2     California Institute of Technology           2,240   \n",
       "2         3                University of Cambridge          18,978   \n",
       "3         4                    Stanford University          16,135   \n",
       "4         5  Massachusetts Institute of Technology          11,247   \n",
       "...     ...                                    ...             ...   \n",
       "1391  1001+                     Yuan Ze University           8,356   \n",
       "1392  1001+                     Zagazig University         156,419   \n",
       "1393  1001+                   University of Zagreb          68,216   \n",
       "1394  1001+                   University of Zanjan           9,980   \n",
       "1395  1001+      Zhejiang University of Technology          31,228   \n",
       "\n",
       "     student_staff_ratio intl_students female_male_ratio overall_score  \\\n",
       "0                   11.2           41%                46          95.4   \n",
       "1                    6.4           30%                34          94.5   \n",
       "2                   10.9           37%                47          94.4   \n",
       "3                    7.3           23%                43          94.3   \n",
       "4                    8.6           34%                39          93.6   \n",
       "...                  ...           ...               ...           ...   \n",
       "1391                19.5            8%                42     10.7–22.1   \n",
       "1392                24.0            1%                53     10.7–22.1   \n",
       "1393                18.9            3%                59     10.7–22.1   \n",
       "1394                25.1            0%                54     10.7–22.1   \n",
       "1395                14.7            8%                n/     10.7–22.1   \n",
       "\n",
       "     teaching_score research_score citations_score industry_income_score  \\\n",
       "0              90.5           99.6            98.4                  65.5   \n",
       "1              92.1           97.2            97.9                  88.0   \n",
       "2              91.4           98.7            95.8                  59.3   \n",
       "3              92.8           96.4            99.9                  66.2   \n",
       "4              90.5           92.4            99.5                  86.9   \n",
       "...             ...            ...             ...                   ...   \n",
       "1391           17.3           13.9            15.5                  47.0   \n",
       "1392           13.6            7.7            29.6                  34.4   \n",
       "1393           17.8           12.9            25.3                  37.4   \n",
       "1394           17.0           12.3            28.5                  43.8   \n",
       "1395           16.7           14.2            32.3                  51.4   \n",
       "\n",
       "     international_outlook_score  \\\n",
       "0                           96.4   \n",
       "1                           82.5   \n",
       "2                           95.0   \n",
       "3                           79.5   \n",
       "4                           89.0   \n",
       "...                          ...   \n",
       "1391                        28.3   \n",
       "1392                        38.8   \n",
       "1393                        33.0   \n",
       "1394                        18.7   \n",
       "1395                        24.4   \n",
       "\n",
       "                                                address  \\\n",
       "0     University Offices, Wellington Square, Oxford,...   \n",
       "1     1200 East California Boulevard, Pasadena, Cali...   \n",
       "2     The Old Schools, Trinity Lane, Cambridge, Camb...   \n",
       "3     450 Serra Mall, Stanford, California, 94305–20...   \n",
       "4     77 Massachusetts Avenue, Cambridge, Massachuse...   \n",
       "...                                                 ...   \n",
       "1391     No.135, Yuandong Rd, Taoyuan City, 320, Taiwan   \n",
       "1392                               Zagazig 44519, Egypt   \n",
       "1393      Trg maršala Tita 14 HR-10000, Zagreb, Croatia   \n",
       "1394         University Blvd, Zanjan, 45371-38791, Iran   \n",
       "1395  18 Chaowang Road, Hangzhou, Zhejiang, 310014, ...   \n",
       "\n",
       "                            street_address locality_address  region_address  \\\n",
       "0     University Offices Wellington Square           Oxford     Oxfordshire   \n",
       "1           1200 East California Boulevard         Pasadena              CA   \n",
       "2             The Old Schools Trinity Lane        Cambridge  Cambridgeshire   \n",
       "3                           450 Serra Mall         Stanford              CA   \n",
       "4                  77 Massachusetts Avenue        Cambridge              MA   \n",
       "...                                    ...              ...             ...   \n",
       "1391                   No.135, Yuandong Rd     Taoyuan City                   \n",
       "1392                         Zagazig 44519                                    \n",
       "1393   Trg maršala Tita 14 HR-10000 Zagreb                                    \n",
       "1394                       University Blvd           Zanjan     45371-38791   \n",
       "1395                      18 Chaowang Road         Hangzhou        Zhejiang   \n",
       "\n",
       "     postcode_address country_address  \n",
       "0             OX1 2JD  United Kingdom  \n",
       "1               91125   United States  \n",
       "2             CB2 1TN  United Kingdom  \n",
       "3          94305–2004   United States  \n",
       "4          02139-4307   United States  \n",
       "...               ...             ...  \n",
       "1391              320          Taiwan  \n",
       "1392                            Egypt  \n",
       "1393                          Croatia  \n",
       "1394                             Iran  \n",
       "1395           310014           China  \n",
       "\n",
       "[1396 rows x 18 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.DataFrame({\n",
    "    'rank' : rank,\n",
    "    'name' : names,\n",
    "    'number_students' : number_students,\n",
    "    'student_staff_ratio' : student_staff_ratio,\n",
    "    'intl_students' : intl_students,\n",
    "    'female_male_ratio' : female_male_ratio,\n",
    "    'overall_score' : overall_score,\n",
    "    'teaching_score' : teaching_score,\n",
    "    'research_score' : research_score,\n",
    "    'citations_score' : citations_score,\n",
    "    'industry_income_score' : industry_income_score,\n",
    "    'international_outlook_score' : international_outlook_score,\n",
    "    'address' : full_address_list, \n",
    "    'street_address' : streetAddress_list,\n",
    "    'locality_address' : addressLocality_list,\n",
    "    'region_address' : addressRegion_list,\n",
    "    'postcode_address' : postalCode_list,\n",
    "    'country_address' : addressCountry_list\n",
    "})\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "scrolled": true
   },
   "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",
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       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>rank</th>\n",
       "      <th>name</th>\n",
       "      <th>number_students</th>\n",
       "      <th>student_staff_ratio</th>\n",
       "      <th>intl_students</th>\n",
       "      <th>female_male_ratio</th>\n",
       "      <th>overall_score</th>\n",
       "      <th>teaching_score</th>\n",
       "      <th>research_score</th>\n",
       "      <th>citations_score</th>\n",
       "      <th>industry_income_score</th>\n",
       "      <th>international_outlook_score</th>\n",
       "      <th>address</th>\n",
       "      <th>street_address</th>\n",
       "      <th>locality_address</th>\n",
       "      <th>region_address</th>\n",
       "      <th>postcode_address</th>\n",
       "      <th>country_address</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>University of Oxford</td>\n",
       "      <td>20664</td>\n",
       "      <td>11.2</td>\n",
       "      <td>41</td>\n",
       "      <td>46</td>\n",
       "      <td>95.4</td>\n",
       "      <td>90.5</td>\n",
       "      <td>99.6</td>\n",
       "      <td>98.4</td>\n",
       "      <td>65.5</td>\n",
       "      <td>96.4</td>\n",
       "      <td>University Offices, Wellington Square, Oxford,...</td>\n",
       "      <td>University Offices Wellington Square</td>\n",
       "      <td>Oxford</td>\n",
       "      <td>Oxfordshire</td>\n",
       "      <td>OX1 2JD</td>\n",
       "      <td>United Kingdom</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>California Institute of Technology</td>\n",
       "      <td>2240</td>\n",
       "      <td>6.4</td>\n",
       "      <td>30</td>\n",
       "      <td>34</td>\n",
       "      <td>94.5</td>\n",
       "      <td>92.1</td>\n",
       "      <td>97.2</td>\n",
       "      <td>97.9</td>\n",
       "      <td>88.0</td>\n",
       "      <td>82.5</td>\n",
       "      <td>1200 East California Boulevard, Pasadena, Cali...</td>\n",
       "      <td>1200 East California Boulevard</td>\n",
       "      <td>Pasadena</td>\n",
       "      <td>CA</td>\n",
       "      <td>91125</td>\n",
       "      <td>United States</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>University of Cambridge</td>\n",
       "      <td>18978</td>\n",
       "      <td>10.9</td>\n",
       "      <td>37</td>\n",
       "      <td>47</td>\n",
       "      <td>94.4</td>\n",
       "      <td>91.4</td>\n",
       "      <td>98.7</td>\n",
       "      <td>95.8</td>\n",
       "      <td>59.3</td>\n",
       "      <td>95.0</td>\n",
       "      <td>The Old Schools, Trinity Lane, Cambridge, Camb...</td>\n",
       "      <td>The Old Schools Trinity Lane</td>\n",
       "      <td>Cambridge</td>\n",
       "      <td>Cambridgeshire</td>\n",
       "      <td>CB2 1TN</td>\n",
       "      <td>United Kingdom</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>Stanford University</td>\n",
       "      <td>16135</td>\n",
       "      <td>7.3</td>\n",
       "      <td>23</td>\n",
       "      <td>43</td>\n",
       "      <td>94.3</td>\n",
       "      <td>92.8</td>\n",
       "      <td>96.4</td>\n",
       "      <td>99.9</td>\n",
       "      <td>66.2</td>\n",
       "      <td>79.5</td>\n",
       "      <td>450 Serra Mall, Stanford, California, 94305–20...</td>\n",
       "      <td>450 Serra Mall</td>\n",
       "      <td>Stanford</td>\n",
       "      <td>CA</td>\n",
       "      <td>94305–2004</td>\n",
       "      <td>United States</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>Massachusetts Institute of Technology</td>\n",
       "      <td>11247</td>\n",
       "      <td>8.6</td>\n",
       "      <td>34</td>\n",
       "      <td>39</td>\n",
       "      <td>93.6</td>\n",
       "      <td>90.5</td>\n",
       "      <td>92.4</td>\n",
       "      <td>99.5</td>\n",
       "      <td>86.9</td>\n",
       "      <td>89.0</td>\n",
       "      <td>77 Massachusetts Avenue, Cambridge, Massachuse...</td>\n",
       "      <td>77 Massachusetts Avenue</td>\n",
       "      <td>Cambridge</td>\n",
       "      <td>MA</td>\n",
       "      <td>02139-4307</td>\n",
       "      <td>United States</td>\n",
       "    </tr>\n",
       "    <tr>\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",
       "      <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",
       "      <td>1391</td>\n",
       "      <td>1001</td>\n",
       "      <td>Yuan Ze University</td>\n",
       "      <td>8356</td>\n",
       "      <td>19.5</td>\n",
       "      <td>8</td>\n",
       "      <td>42</td>\n",
       "      <td>22.1</td>\n",
       "      <td>17.3</td>\n",
       "      <td>13.9</td>\n",
       "      <td>15.5</td>\n",
       "      <td>47.0</td>\n",
       "      <td>28.3</td>\n",
       "      <td>No.135, Yuandong Rd, Taoyuan City, 320, Taiwan</td>\n",
       "      <td>No.135, Yuandong Rd</td>\n",
       "      <td>Taoyuan City</td>\n",
       "      <td></td>\n",
       "      <td>320</td>\n",
       "      <td>Taiwan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1392</td>\n",
       "      <td>1001</td>\n",
       "      <td>Zagazig University</td>\n",
       "      <td>156419</td>\n",
       "      <td>24.0</td>\n",
       "      <td>1</td>\n",
       "      <td>53</td>\n",
       "      <td>22.1</td>\n",
       "      <td>13.6</td>\n",
       "      <td>7.7</td>\n",
       "      <td>29.6</td>\n",
       "      <td>34.4</td>\n",
       "      <td>38.8</td>\n",
       "      <td>Zagazig 44519, Egypt</td>\n",
       "      <td>Zagazig 44519</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>Egypt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1393</td>\n",
       "      <td>1001</td>\n",
       "      <td>University of Zagreb</td>\n",
       "      <td>68216</td>\n",
       "      <td>18.9</td>\n",
       "      <td>3</td>\n",
       "      <td>59</td>\n",
       "      <td>22.1</td>\n",
       "      <td>17.8</td>\n",
       "      <td>12.9</td>\n",
       "      <td>25.3</td>\n",
       "      <td>37.4</td>\n",
       "      <td>33.0</td>\n",
       "      <td>Trg maršala Tita 14 HR-10000, Zagreb, Croatia</td>\n",
       "      <td>Trg maršala Tita 14 HR-10000 Zagreb</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>Croatia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1394</td>\n",
       "      <td>1001</td>\n",
       "      <td>University of Zanjan</td>\n",
       "      <td>9980</td>\n",
       "      <td>25.1</td>\n",
       "      <td>0</td>\n",
       "      <td>54</td>\n",
       "      <td>22.1</td>\n",
       "      <td>17.0</td>\n",
       "      <td>12.3</td>\n",
       "      <td>28.5</td>\n",
       "      <td>43.8</td>\n",
       "      <td>18.7</td>\n",
       "      <td>University Blvd, Zanjan, 45371-38791, Iran</td>\n",
       "      <td>University Blvd</td>\n",
       "      <td>Zanjan</td>\n",
       "      <td>45371-38791</td>\n",
       "      <td></td>\n",
       "      <td>Iran</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1395</td>\n",
       "      <td>1001</td>\n",
       "      <td>Zhejiang University of Technology</td>\n",
       "      <td>31228</td>\n",
       "      <td>14.7</td>\n",
       "      <td>8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>22.1</td>\n",
       "      <td>16.7</td>\n",
       "      <td>14.2</td>\n",
       "      <td>32.3</td>\n",
       "      <td>51.4</td>\n",
       "      <td>24.4</td>\n",
       "      <td>18 Chaowang Road, Hangzhou, Zhejiang, 310014, ...</td>\n",
       "      <td>18 Chaowang Road</td>\n",
       "      <td>Hangzhou</td>\n",
       "      <td>Zhejiang</td>\n",
       "      <td>310014</td>\n",
       "      <td>China</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1396 rows × 18 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      rank                                   name number_students  \\\n",
       "0        1                   University of Oxford           20664   \n",
       "1        2     California Institute of Technology            2240   \n",
       "2        3                University of Cambridge           18978   \n",
       "3        4                    Stanford University           16135   \n",
       "4        5  Massachusetts Institute of Technology           11247   \n",
       "...    ...                                    ...             ...   \n",
       "1391  1001                     Yuan Ze University            8356   \n",
       "1392  1001                     Zagazig University          156419   \n",
       "1393  1001                   University of Zagreb           68216   \n",
       "1394  1001                   University of Zanjan            9980   \n",
       "1395  1001      Zhejiang University of Technology           31228   \n",
       "\n",
       "     student_staff_ratio intl_students female_male_ratio overall_score  \\\n",
       "0                   11.2            41                46          95.4   \n",
       "1                    6.4            30                34          94.5   \n",
       "2                   10.9            37                47          94.4   \n",
       "3                    7.3            23                43          94.3   \n",
       "4                    8.6            34                39          93.6   \n",
       "...                  ...           ...               ...           ...   \n",
       "1391                19.5             8                42          22.1   \n",
       "1392                24.0             1                53          22.1   \n",
       "1393                18.9             3                59          22.1   \n",
       "1394                25.1             0                54          22.1   \n",
       "1395                14.7             8               NaN          22.1   \n",
       "\n",
       "     teaching_score research_score citations_score industry_income_score  \\\n",
       "0              90.5           99.6            98.4                  65.5   \n",
       "1              92.1           97.2            97.9                  88.0   \n",
       "2              91.4           98.7            95.8                  59.3   \n",
       "3              92.8           96.4            99.9                  66.2   \n",
       "4              90.5           92.4            99.5                  86.9   \n",
       "...             ...            ...             ...                   ...   \n",
       "1391           17.3           13.9            15.5                  47.0   \n",
       "1392           13.6            7.7            29.6                  34.4   \n",
       "1393           17.8           12.9            25.3                  37.4   \n",
       "1394           17.0           12.3            28.5                  43.8   \n",
       "1395           16.7           14.2            32.3                  51.4   \n",
       "\n",
       "     international_outlook_score  \\\n",
       "0                           96.4   \n",
       "1                           82.5   \n",
       "2                           95.0   \n",
       "3                           79.5   \n",
       "4                           89.0   \n",
       "...                          ...   \n",
       "1391                        28.3   \n",
       "1392                        38.8   \n",
       "1393                        33.0   \n",
       "1394                        18.7   \n",
       "1395                        24.4   \n",
       "\n",
       "                                                address  \\\n",
       "0     University Offices, Wellington Square, Oxford,...   \n",
       "1     1200 East California Boulevard, Pasadena, Cali...   \n",
       "2     The Old Schools, Trinity Lane, Cambridge, Camb...   \n",
       "3     450 Serra Mall, Stanford, California, 94305–20...   \n",
       "4     77 Massachusetts Avenue, Cambridge, Massachuse...   \n",
       "...                                                 ...   \n",
       "1391     No.135, Yuandong Rd, Taoyuan City, 320, Taiwan   \n",
       "1392                               Zagazig 44519, Egypt   \n",
       "1393      Trg maršala Tita 14 HR-10000, Zagreb, Croatia   \n",
       "1394         University Blvd, Zanjan, 45371-38791, Iran   \n",
       "1395  18 Chaowang Road, Hangzhou, Zhejiang, 310014, ...   \n",
       "\n",
       "                            street_address locality_address  region_address  \\\n",
       "0     University Offices Wellington Square           Oxford     Oxfordshire   \n",
       "1           1200 East California Boulevard         Pasadena              CA   \n",
       "2             The Old Schools Trinity Lane        Cambridge  Cambridgeshire   \n",
       "3                           450 Serra Mall         Stanford              CA   \n",
       "4                  77 Massachusetts Avenue        Cambridge              MA   \n",
       "...                                    ...              ...             ...   \n",
       "1391                   No.135, Yuandong Rd     Taoyuan City                   \n",
       "1392                         Zagazig 44519                                    \n",
       "1393   Trg maršala Tita 14 HR-10000 Zagreb                                    \n",
       "1394                       University Blvd           Zanjan     45371-38791   \n",
       "1395                      18 Chaowang Road         Hangzhou        Zhejiang   \n",
       "\n",
       "     postcode_address country_address  \n",
       "0             OX1 2JD  United Kingdom  \n",
       "1               91125   United States  \n",
       "2             CB2 1TN  United Kingdom  \n",
       "3          94305–2004   United States  \n",
       "4          02139-4307   United States  \n",
       "...               ...             ...  \n",
       "1391              320          Taiwan  \n",
       "1392                            Egypt  \n",
       "1393                          Croatia  \n",
       "1394                             Iran  \n",
       "1395           310014           China  \n",
       "\n",
       "[1396 rows x 18 columns]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df['intl_students'] = df['intl_students'].str.replace(pat='%', repl='')\n",
    "df['rank'] = df['rank'].str.replace(pat='\\–\\d*|\\+', repl='', regex=True)\n",
    "df['overall_score'] = df['overall_score'].str.replace(pat='.*\\–', repl='', regex=True)\n",
    "df['number_students'] = df['number_students'].str.replace(pat=',', repl='', regex=True)\n",
    "df = df.replace('n/a*', pd.np.nan, regex=True)\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.to_csv('uni_02.csv', encoding='utf-16', index=False)"
   ]
  }
 ],
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