notebooks/train.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "import findspark\n",
    "findspark.init()\n",
    "import pyspark\n",
    "sc = pyspark.SparkContext()\n",
    "sqlContext = pyspark.sql.SQLContext(sc)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import os"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "from sift.corpora import wikipedia, wikidata\n",
    "from sift.models import text, links\n",
    "wikipedia_base_path = '/data0/linking/wikipedia/dumps/20150901/'\n",
    "wikidata_base_path = '/n/schwa11/data0/linking/wikidata/dumps/20150713'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "wikipedia_corpus = wikipedia.WikipediaCorpus()(sc, wikipedia_base_path)\n",
    "docs = wikipedia.WikipediaArticles()(wikipedia_corpus).cache()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'_id': 'en.wikipedia.org/wiki/Anarchism',\n",
       "  'links': [{'start': 0,\n",
       "    'stop': 9,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism'},\n",
       "   {'start': 15,\n",
       "    'stop': 35,\n",
       "    'target': u'en.wikipedia.org/wiki/Political_philosophy'},\n",
       "   {'start': 51,\n",
       "    'stop': 70,\n",
       "    'target': u'en.wikipedia.org/wiki/Stateless_society'},\n",
       "   {'start': 88,\n",
       "    'stop': 101,\n",
       "    'target': u'en.wikipedia.org/wiki/Self-governance'},\n",
       "   {'start': 207, 'stop': 219, 'target': u'en.wikipedia.org/wiki/Hierarchy'},\n",
       "   {'start': 220,\n",
       "    'stop': 237,\n",
       "    'target': u'en.wikipedia.org/wiki/Free_association_(communism_and_anarchism)'},\n",
       "   {'start': 259,\n",
       "    'stop': 264,\n",
       "    'target': u'en.wikipedia.org/wiki/State_(polity)'},\n",
       "   {'start': 315,\n",
       "    'stop': 327,\n",
       "    'target': u'en.wikipedia.org/wiki/Anti-statism'},\n",
       "   {'start': 367, 'stop': 376, 'target': u'en.wikipedia.org/wiki/Authority'},\n",
       "   {'start': 380,\n",
       "    'stop': 405,\n",
       "    'target': u'en.wikipedia.org/wiki/Hierarchical_organisation'},\n",
       "   {'start': 804,\n",
       "    'stop': 832,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchist_schools_of_thought'},\n",
       "   {'start': 892,\n",
       "    'stop': 905,\n",
       "    'target': u'en.wikipedia.org/wiki/Individualism'},\n",
       "   {'start': 1000,\n",
       "    'stop': 1006,\n",
       "    'target': u'en.wikipedia.org/wiki/Social_anarchism'},\n",
       "   {'start': 1011,\n",
       "    'stop': 1034,\n",
       "    'target': u'en.wikipedia.org/wiki/Individualist_anarchism'},\n",
       "   {'start': 1110, 'stop': 1119, 'target': u'en.wikipedia.org/wiki/Left-wing'},\n",
       "   {'start': 1142,\n",
       "    'stop': 1161,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchist_economics'},\n",
       "   {'start': 1166,\n",
       "    'stop': 1192,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchist_law'},\n",
       "   {'start': 1201,\n",
       "    'stop': 1235,\n",
       "    'target': u'en.wikipedia.org/wiki/Libertarian_socialism'},\n",
       "   {'start': 1239,\n",
       "    'stop': 1248,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarcho-communism'},\n",
       "   {'start': 1250,\n",
       "    'stop': 1262,\n",
       "    'target': u'en.wikipedia.org/wiki/Collectivist_anarchism'},\n",
       "   {'start': 1264,\n",
       "    'stop': 1275,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarcho-syndicalism'},\n",
       "   {'start': 1277,\n",
       "    'stop': 1286,\n",
       "    'target': u'en.wikipedia.org/wiki/Mutualism_(economic_theory)'},\n",
       "   {'start': 1291,\n",
       "    'stop': 1314,\n",
       "    'target': u'en.wikipedia.org/wiki/Participatory_economics'},\n",
       "   {'start': 1355,\n",
       "    'stop': 1364,\n",
       "    'target': u'en.wikipedia.org/wiki/Wikt:anarchism'},\n",
       "   {'start': 1409, 'stop': 1416, 'target': u'en.wikipedia.org/wiki/Anarchy'},\n",
       "   {'start': 1434, 'stop': 1438, 'target': u'en.wikipedia.org/wiki/-ism'},\n",
       "   {'start': 1564, 'stop': 1573, 'target': u'en.wikipedia.org/wiki/Privative'},\n",
       "   {'start': 1581,\n",
       "    'stop': 1583,\n",
       "    'target': u'en.wikipedia.org/wiki/Privative_alpha'},\n",
       "   {'start': 1655, 'stop': 1661, 'target': u'en.wikipedia.org/wiki/Archon'},\n",
       "   {'start': 1790,\n",
       "    'stop': 1800,\n",
       "    'target': u'en.wikipedia.org/wiki/Infinitive'},\n",
       "   {'start': 1901,\n",
       "    'stop': 1918,\n",
       "    'target': u'en.wikipedia.org/wiki/French_Revolution'},\n",
       "   {'start': 1956,\n",
       "    'stop': 1967,\n",
       "    'target': u'en.wikipedia.org/wiki/Maximilien_de_Robespierre'},\n",
       "   {'start': 1976,\n",
       "    'stop': 1986,\n",
       "    'target': u'en.wikipedia.org/wiki/H\\xe9bertists'},\n",
       "   {'start': 2184,\n",
       "    'stop': 2198,\n",
       "    'target': u'en.wikipedia.org/wiki/William_Godwin'},\n",
       "   {'start': 2203,\n",
       "    'stop': 2219,\n",
       "    'target': u'en.wikipedia.org/wiki/Wilhelm_Weitling'},\n",
       "   {'start': 2387,\n",
       "    'stop': 2409,\n",
       "    'target': u'en.wikipedia.org/wiki/Pierre-Joseph_Proudhon'},\n",
       "   {'start': 2772,\n",
       "    'stop': 2786,\n",
       "    'target': u'en.wikipedia.org/wiki/Libertarianism'},\n",
       "   {'start': 2884,\n",
       "    'stop': 2905,\n",
       "    'target': u'en.wikipedia.org/wiki/Libertarian_anarchism'},\n",
       "   {'start': 2942, 'stop': 2949, 'target': u'en.wikipedia.org/wiki/Diggers'},\n",
       "   {'start': 2962,\n",
       "    'stop': 2977,\n",
       "    'target': u'en.wikipedia.org/wiki/William_Everard_(Digger)'},\n",
       "   {'start': 3065, 'stop': 3071, 'target': u'en.wikipedia.org/wiki/Taoism'},\n",
       "   {'start': 3084, 'stop': 3089, 'target': u'en.wikipedia.org/wiki/Laozi'},\n",
       "   {'start': 3117,\n",
       "    'stop': 3125,\n",
       "    'target': u'en.wikipedia.org/wiki/Zhuang_Zhou'},\n",
       "   {'start': 3272,\n",
       "    'stop': 3279,\n",
       "    'target': u'en.wikipedia.org/wiki/Wikt:brigand'},\n",
       "   {'start': 3310,\n",
       "    'stop': 3328,\n",
       "    'target': u'en.wikipedia.org/wiki/Diogenes_of_Sinope'},\n",
       "   {'start': 3337,\n",
       "    'stop': 3343,\n",
       "    'target': u'en.wikipedia.org/wiki/Cynicism_(philosophy)'},\n",
       "   {'start': 3364,\n",
       "    'stop': 3378,\n",
       "    'target': u'en.wikipedia.org/wiki/Zeno_of_Citium'},\n",
       "   {'start': 3395, 'stop': 3403, 'target': u'en.wikipedia.org/wiki/Stoicism'},\n",
       "   {'start': 3494,\n",
       "    'stop': 3513,\n",
       "    'target': u'en.wikipedia.org/wiki/Christian_anarchism'},\n",
       "   {'start': 3751,\n",
       "    'stop': 3768,\n",
       "    'target': u'en.wikipedia.org/wiki/Second_Fitna'},\n",
       "   {'start': 3778, 'stop': 3787, 'target': u'en.wikipedia.org/wiki/Caliphate'},\n",
       "   {'start': 3799,\n",
       "    'stop': 3809,\n",
       "    'target': u'en.wikipedia.org/wiki/Kharijites'},\n",
       "   {'start': 3828, 'stop': 3835, 'target': u'en.wikipedia.org/wiki/Imamate'},\n",
       "   {'start': 3907, 'stop': 3913, 'target': u'en.wikipedia.org/wiki/Muslim'},\n",
       "   {'start': 3950,\n",
       "    'stop': 3960,\n",
       "    'target': u'en.wikipedia.org/wiki/Abu_Hanifa'},\n",
       "   {'start': 4024, 'stop': 4028, 'target': u'en.wikipedia.org/wiki/Waqf'},\n",
       "   {'start': 4413,\n",
       "    'stop': 4450,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism_and_religion'},\n",
       "   {'start': 4538, 'stop': 4546, 'target': u'en.wikipedia.org/wiki/Idolatry'},\n",
       "   {'start': 4560,\n",
       "    'stop': 4571,\n",
       "    'target': u'en.wikipedia.org/wiki/Renaissance_humanism'},\n",
       "   {'start': 4594,\n",
       "    'stop': 4614,\n",
       "    'target': u'en.wikipedia.org/wiki/\\xc9tienne_de_La_Bo\\xe9tie'},\n",
       "   {'start': 4760,\n",
       "    'stop': 4780,\n",
       "    'target': u'en.wikipedia.org/wiki/Protestant_Christianity'},\n",
       "   {'start': 4781,\n",
       "    'stop': 4799,\n",
       "    'target': u'en.wikipedia.org/wiki/Gerrard_Winstanley'},\n",
       "   {'start': 4818, 'stop': 4825, 'target': u'en.wikipedia.org/wiki/Diggers'},\n",
       "   {'start': 5002,\n",
       "    'stop': 5019,\n",
       "    'target': u'en.wikipedia.org/wiki/English_Civil_War'},\n",
       "   {'start': 5026,\n",
       "    'stop': 5039,\n",
       "    'target': u'en.wikipedia.org/wiki/Pejorative'},\n",
       "   {'start': 5049, 'stop': 5058, 'target': u'en.wikipedia.org/wiki/Cavalier'},\n",
       "   {'start': 5073, 'stop': 5082, 'target': u'en.wikipedia.org/wiki/Roundhead'},\n",
       "   {'start': 5113,\n",
       "    'stop': 5130,\n",
       "    'target': u'en.wikipedia.org/wiki/French_Revolution'},\n",
       "   {'start': 5150,\n",
       "    'stop': 5157,\n",
       "    'target': u'en.wikipedia.org/wiki/Enrag\\xe9s'},\n",
       "   {'start': 5211,\n",
       "    'stop': 5218,\n",
       "    'target': u'en.wikipedia.org/wiki/Jacobin_(politics)'},\n",
       "   {'start': 5281, 'stop': 5289, 'target': u'en.wikipedia.org/wiki/Oxymoron'},\n",
       "   {'start': 5468,\n",
       "    'stop': 5481,\n",
       "    'target': u'en.wikipedia.org/wiki/Age_of_Enlightenment'},\n",
       "   {'start': 5496,\n",
       "    'stop': 5517,\n",
       "    'target': u'en.wikipedia.org/wiki/Jean-Jacques_Rousseau'},\n",
       "   {'start': 5633,\n",
       "    'stop': 5650,\n",
       "    'target': u'en.wikipedia.org/wiki/French_Revolution'},\n",
       "   {'start': 5652,\n",
       "    'stop': 5666,\n",
       "    'target': u'en.wikipedia.org/wiki/William_Godwin'},\n",
       "   {'start': 5701,\n",
       "    'stop': 5725,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchist_schools_of_thought'},\n",
       "   {'start': 5752,\n",
       "    'stop': 5767,\n",
       "    'target': u'en.wikipedia.org/wiki/Peter_Kropotkin'},\n",
       "   {'start': 5977,\n",
       "    'stop': 5989,\n",
       "    'target': u'en.wikipedia.org/wiki/Edmund_Burke'},\n",
       "   {'start': 5992,\n",
       "    'stop': 6006,\n",
       "    'target': u'en.wikipedia.org/wiki/William_Godwin'},\n",
       "   {'start': 6282,\n",
       "    'stop': 6299,\n",
       "    'target': u'en.wikipedia.org/wiki/Political_Justice'},\n",
       "   {'start': 6950,\n",
       "    'stop': 6965,\n",
       "    'target': u'en.wikipedia.org/wiki/Property_rights'},\n",
       "   {'start': 7400,\n",
       "    'stop': 7422,\n",
       "    'target': u'en.wikipedia.org/wiki/Pierre-Joseph_Proudhon'},\n",
       "   {'start': 7525,\n",
       "    'stop': 7542,\n",
       "    'target': u'en.wikipedia.org/wiki/What_is_Property?'},\n",
       "   {'start': 7681,\n",
       "    'stop': 7698,\n",
       "    'target': u'en.wikipedia.org/wiki/Spontaneous_order'},\n",
       "   {'start': 8019,\n",
       "    'stop': 8036,\n",
       "    'target': u'en.wikipedia.org/wiki/Property_is_theft'},\n",
       "   {'start': 8650,\n",
       "    'stop': 8665,\n",
       "    'target': u'en.wikipedia.org/wiki/Joseph_D\\xe9jacque'},\n",
       "   {'start': 8711,\n",
       "    'stop': 8722,\n",
       "    'target': u'en.wikipedia.org/wiki/Libertarian_socialism'},\n",
       "   {'start': 8732,\n",
       "    'stop': 8754,\n",
       "    'target': u'en.wikipedia.org/wiki/Pierre-Joseph_Proudhon'},\n",
       "   {'start': 8973,\n",
       "    'stop': 8984,\n",
       "    'target': u'en.wikipedia.org/wiki/Max_Stirner'},\n",
       "   {'start': 9006,\n",
       "    'stop': 9025,\n",
       "    'target': u'en.wikipedia.org/wiki/The_Ego_and_Its_Own'},\n",
       "   {'start': 9089,\n",
       "    'stop': 9112,\n",
       "    'target': u'en.wikipedia.org/wiki/Individualist_anarchism'},\n",
       "   {'start': 9146,\n",
       "    'stop': 9161,\n",
       "    'target': u'en.wikipedia.org/wiki/1848_Revolution'},\n",
       "   {'start': 9171,\n",
       "    'stop': 9192,\n",
       "    'target': u'en.wikipedia.org/wiki/Anselme_Bellegarrigue'},\n",
       "   {'start': 9213,\n",
       "    'stop': 9228,\n",
       "    'target': u'en.wikipedia.org/wiki/Joseph_D\\xe9jacque'},\n",
       "   {'start': 9233,\n",
       "    'stop': 9255,\n",
       "    'target': u'en.wikipedia.org/wiki/Pierre_Joseph_Proudhon'},\n",
       "   {'start': 9324,\n",
       "    'stop': 9339,\n",
       "    'target': u'en.wikipedia.org/wiki/Mikhail_Bakunin'},\n",
       "   {'start': 9352, 'stop': 9359, 'target': u'en.wikipedia.org/wiki/Marxist'},\n",
       "   {'start': 9367,\n",
       "    'stop': 9398,\n",
       "    'target': u'en.wikipedia.org/wiki/Dictatorship_of_the_proletariat'},\n",
       "   {'start': 9579,\n",
       "    'stop': 9598,\n",
       "    'target': u'en.wikipedia.org/wiki/Revolutions_of_1848'},\n",
       "   {'start': 10072,\n",
       "    'stop': 10079,\n",
       "    'target': u'en.wikipedia.org/wiki/Catalan_people'},\n",
       "   {'start': 10091,\n",
       "    'stop': 10112,\n",
       "    'target': u'en.wikipedia.org/wiki/Francesc_Pi_i_Margall'},\n",
       "   {'start': 10310,\n",
       "    'stop': 10325,\n",
       "    'target': u'en.wikipedia.org/wiki/George_Woodcock'},\n",
       "   {'start': 10628,\n",
       "    'stop': 10651,\n",
       "    'target': u'en.wikipedia.org/wiki/Encyclopedia_Britannica'},\n",
       "   {'start': 10706,\n",
       "    'stop': 10780,\n",
       "    'target': u'en.wikipedia.org/wiki/Cantonal_Revolution'},\n",
       "   {'start': 10817,\n",
       "    'stop': 10855,\n",
       "    'target': u\"en.wikipedia.org/wiki/International_Workingmen's_Association\"},\n",
       "   {'start': 10969,\n",
       "    'stop': 10977,\n",
       "    'target': u'en.wikipedia.org/wiki/Pierre-Joseph_Proudhon'},\n",
       "   {'start': 10979,\n",
       "    'stop': 10989,\n",
       "    'target': u'en.wikipedia.org/wiki/Blanquism'},\n",
       "   {'start': 10991,\n",
       "    'stop': 11003,\n",
       "    'target': u'en.wikipedia.org/wiki/Philadelphes'},\n",
       "   {'start': 11045,\n",
       "    'stop': 11061,\n",
       "    'target': u'en.wikipedia.org/wiki/Social_democrats'},\n",
       "   {'start': 11163,\n",
       "    'stop': 11172,\n",
       "    'target': u'en.wikipedia.org/wiki/Karl_Marx'},\n",
       "   {'start': 11281,\n",
       "    'stop': 11291,\n",
       "    'target': u'en.wikipedia.org/wiki/Mutualism_(economic_theory)'},\n",
       "   {'start': 11308,\n",
       "    'stop': 11323,\n",
       "    'target': u'en.wikipedia.org/wiki/State_socialism'},\n",
       "   {'start': 11346,\n",
       "    'stop': 11359,\n",
       "    'target': u'en.wikipedia.org/wiki/Abstentionism'},\n",
       "   {'start': 11454,\n",
       "    'stop': 11470,\n",
       "    'target': u'en.wikipedia.org/wiki/Lysander_Spooner'},\n",
       "   {'start': 11475,\n",
       "    'stop': 11492,\n",
       "    'target': u'en.wikipedia.org/wiki/William_B._Greene'},\n",
       "   {'start': 11517,\n",
       "    'stop': 11536,\n",
       "    'target': u'en.wikipedia.org/wiki/First_International'},\n",
       "   {'start': 11597,\n",
       "    'stop': 11624,\n",
       "    'target': u'en.wikipedia.org/wiki/League_of_Peace_and_Freedom'},\n",
       "   {'start': 11654,\n",
       "    'stop': 11669,\n",
       "    'target': u'en.wikipedia.org/wiki/Mikhail_Bakunin'},\n",
       "   {'start': 11678,\n",
       "    'stop': 11700,\n",
       "    'target': u'en.wikipedia.org/wiki/Collectivist_anarchism'},\n",
       "   {'start': 11829,\n",
       "    'stop': 11839,\n",
       "    'target': u'en.wikipedia.org/wiki/Federalist'},\n",
       "   {'start': 12263,\n",
       "    'stop': 12273,\n",
       "    'target': u'en.wikipedia.org/wiki/Centralism'},\n",
       "   {'start': 12375,\n",
       "    'stop': 12387,\n",
       "    'target': u'en.wikipedia.org/wiki/Ruling_class'},\n",
       "   {'start': 12433,\n",
       "    'stop': 12448,\n",
       "    'target': u'en.wikipedia.org/wiki/George_Woodcock'},\n",
       "   {'start': 13122,\n",
       "    'stop': 13136,\n",
       "    'target': u'en.wikipedia.org/wiki/Hague_Congress_(1872)'},\n",
       "   {'start': 13156,\n",
       "    'stop': 13171,\n",
       "    'target': u'en.wikipedia.org/wiki/James_Guillaume'},\n",
       "   {'start': 13335,\n",
       "    'stop': 13353,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchist_St._Imier_International'},\n",
       "   {'start': 13404,\n",
       "    'stop': 13417,\n",
       "    'target': u'en.wikipedia.org/wiki/Paris_Commune'},\n",
       "   {'start': 14000,\n",
       "    'stop': 14047,\n",
       "    'target': u'en.wikipedia.org/wiki/Federation_of_Organized_Trades_and_Labor_Unions'},\n",
       "   {'start': 14141,\n",
       "    'stop': 14160,\n",
       "    'target': u'en.wikipedia.org/wiki/Eight-hour_day'},\n",
       "   {'start': 14211,\n",
       "    'stop': 14223,\n",
       "    'target': u'en.wikipedia.org/wiki/Walter_Crane'},\n",
       "   {'start': 14274,\n",
       "    'stop': 14290,\n",
       "    'target': u'en.wikipedia.org/wiki/Haymarket_affair'},\n",
       "   {'start': 14473,\n",
       "    'stop': 14487,\n",
       "    'target': u'en.wikipedia.org/wiki/General_strike'},\n",
       "   {'start': 14558,\n",
       "    'stop': 14571,\n",
       "    'target': u'en.wikipedia.org/wiki/Strikebreaker'},\n",
       "   {'start': 15317,\n",
       "    'stop': 15333,\n",
       "    'target': u'en.wikipedia.org/wiki/Haymarket_affair'},\n",
       "   {'start': 15736,\n",
       "    'stop': 15762,\n",
       "    'target': u\"en.wikipedia.org/wiki/International_Workers'_Day\"},\n",
       "   {'start': 15856,\n",
       "    'stop': 15901,\n",
       "    'target': u'en.wikipedia.org/wiki/International_Anarchist_Congress_of_Amsterdam'},\n",
       "   {'start': 16017,\n",
       "    'stop': 16033,\n",
       "    'target': u'en.wikipedia.org/wiki/Errico_Malatesta'},\n",
       "   {'start': 16035,\n",
       "    'stop': 16049,\n",
       "    'target': u'en.wikipedia.org/wiki/Pierre_Monatte'},\n",
       "   {'start': 16051,\n",
       "    'stop': 16063,\n",
       "    'target': u'en.wikipedia.org/wiki/Luigi_Fabbri'},\n",
       "   {'start': 16065,\n",
       "    'stop': 16082,\n",
       "    'target': u'en.wikipedia.org/wiki/Beno\\xeet_Broutchoux'},\n",
       "   {'start': 16084,\n",
       "    'stop': 16096,\n",
       "    'target': u'en.wikipedia.org/wiki/Emma_Goldman'},\n",
       "   {'start': 16098,\n",
       "    'stop': 16111,\n",
       "    'target': u'en.wikipedia.org/wiki/Rudolf_Rocker'},\n",
       "   {'start': 16117,\n",
       "    'stop': 16139,\n",
       "    'target': u'en.wikipedia.org/wiki/Christiaan_Cornelissen'},\n",
       "   {'start': 16259,\n",
       "    'stop': 16276,\n",
       "    'target': u'en.wikipedia.org/wiki/Popular_education'},\n",
       "   {'start': 16289,\n",
       "    'stop': 16303,\n",
       "    'target': u'en.wikipedia.org/wiki/General_strike'},\n",
       "   {'start': 16307,\n",
       "    'stop': 16321,\n",
       "    'target': u'en.wikipedia.org/wiki/Antimilitarism'},\n",
       "   {'start': 16385,\n",
       "    'stop': 16396,\n",
       "    'target': u'en.wikipedia.org/wiki/Syndicalism'},\n",
       "   {'start': 16401,\n",
       "    'stop': 16412,\n",
       "    'target': u'en.wikipedia.org/wiki/Trade_union'},\n",
       "   {'start': 16592,\n",
       "    'stop': 16609,\n",
       "    'target': u'en.wikipedia.org/wiki/Social_revolution'},\n",
       "   {'start': 16723,\n",
       "    'stop': 16732,\n",
       "    'target': u'en.wikipedia.org/wiki/Reformism'},\n",
       "   {'start': 16742,\n",
       "    'stop': 16754,\n",
       "    'target': u'en.wikipedia.org/wiki/Conservatism'},\n",
       "   {'start': 17082,\n",
       "    'stop': 17108,\n",
       "    'target': u'en.wikipedia.org/wiki/Federaci\\xf3n_Anarquista_Ib\\xe9rica'},\n",
       "   {'start': 17266,\n",
       "    'stop': 17300,\n",
       "    'target': u'en.wikipedia.org/wiki/Confederaci\\xf3n_Nacional_del_Trabajo'},\n",
       "   {'start': 17517,\n",
       "    'stop': 17534,\n",
       "    'target': u'en.wikipedia.org/wiki/Spanish_Civil_War'},\n",
       "   {'start': 17568,\n",
       "    'stop': 17601,\n",
       "    'target': u'en.wikipedia.org/wiki/International_Workers_Association'},\n",
       "   {'start': 17968,\n",
       "    'stop': 17974,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism_in_Mexico'},\n",
       "   {'start': 17976,\n",
       "    'stop': 17982,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism_in_Brazil'},\n",
       "   {'start': 18250,\n",
       "    'stop': 18286,\n",
       "    'target': u'en.wikipedia.org/wiki/Federaci\\xf3n_Obrera_Regional_Argentina'},\n",
       "   {'start': 18447,\n",
       "    'stop': 18463,\n",
       "    'target': u'en.wikipedia.org/wiki/Italian-American'},\n",
       "   {'start': 18474,\n",
       "    'stop': 18488,\n",
       "    'target': u'en.wikipedia.org/wiki/Luigi_Galleani'},\n",
       "   {'start': 18700,\n",
       "    'stop': 18711,\n",
       "    'target': u'en.wikipedia.org/wiki/Johann_Most'},\n",
       "   {'start': 19027,\n",
       "    'stop': 19035,\n",
       "    'target': u'en.wikipedia.org/wiki/Regicide'},\n",
       "   {'start': 19042,\n",
       "    'stop': 19053,\n",
       "    'target': u'en.wikipedia.org/wiki/Tyrannicide'},\n",
       "   {'start': 19199,\n",
       "    'stop': 19213,\n",
       "    'target': u'en.wikipedia.org/wiki/Confiscation'},\n",
       "   {'start': 19217,\n",
       "    'stop': 19227,\n",
       "    'target': u'en.wikipedia.org/wiki/Illegalism'},\n",
       "   {'start': 19315,\n",
       "    'stop': 19337,\n",
       "    'target': u'en.wikipedia.org/wiki/Propaganda_by_the_deed'},\n",
       "   {'start': 19369,\n",
       "    'stop': 19395,\n",
       "    'target': u'en.wikipedia.org/wiki/Individual_reappropriation'},\n",
       "   {'start': 19577,\n",
       "    'stop': 19588,\n",
       "    'target': u'en.wikipedia.org/wiki/Bonnot_Gang'},\n",
       "   {'start': 19757,\n",
       "    'stop': 19772,\n",
       "    'target': u'en.wikipedia.org/wiki/Peter_Kropotkin'},\n",
       "   {'start': 20055,\n",
       "    'stop': 20066,\n",
       "    'target': u'en.wikipedia.org/wiki/Trade_union'},\n",
       "   {'start': 20081,\n",
       "    'stop': 20100,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarcho-syndicalism'},\n",
       "   {'start': 20102,\n",
       "    'stop': 20120,\n",
       "    'target': u'en.wikipedia.org/wiki/Fernand_Pelloutier'},\n",
       "   {'start': 20278,\n",
       "    'stop': 20294,\n",
       "    'target': u'en.wikipedia.org/wiki/Political_repression'},\n",
       "   {'start': 20332,\n",
       "    'stop': 20347,\n",
       "    'target': u'en.wikipedia.org/wiki/Lois_sc\\xe9l\\xe9rates'},\n",
       "   {'start': 20371,\n",
       "    'stop': 20386,\n",
       "    'target': u'en.wikipedia.org/wiki/Labour_movement'},\n",
       "   {'start': 20651,\n",
       "    'stop': 20669,\n",
       "    'target': u'en.wikipedia.org/wiki/Socialist_movement'},\n",
       "   {'start': 20731,\n",
       "    'stop': 20744,\n",
       "    'target': u'en.wikipedia.org/wiki/Paris_Commune'},\n",
       "   {'start': 20779,\n",
       "    'stop': 20789,\n",
       "    'target': u'en.wikipedia.org/wiki/Communards'},\n",
       "   {'start': 20794,\n",
       "    'stop': 20808,\n",
       "    'target': u'en.wikipedia.org/wiki/Penal_colonies'},\n",
       "   {'start': 20982,\n",
       "    'stop': 21004,\n",
       "    'target': u'en.wikipedia.org/wiki/Alexander_II_of_Russia'},\n",
       "   {'start': 21016,\n",
       "    'stop': 21027,\n",
       "    'target': u'en.wikipedia.org/wiki/Marie_Fran\\xe7ois_Sadi_Carnot'},\n",
       "   {'start': 21039,\n",
       "    'stop': 21067,\n",
       "    'target': u'en.wikipedia.org/wiki/Empress_Elisabeth_of_Austria'},\n",
       "   {'start': 21074,\n",
       "    'stop': 21092,\n",
       "    'target': u'en.wikipedia.org/wiki/Umberto_I_of_Italy'},\n",
       "   {'start': 21104,\n",
       "    'stop': 21120,\n",
       "    'target': u'en.wikipedia.org/wiki/William_McKinley'},\n",
       "   {'start': 21148,\n",
       "    'stop': 21168,\n",
       "    'target': u'en.wikipedia.org/wiki/Carlos_I_of_Portugal'},\n",
       "   {'start': 21178,\n",
       "    'stop': 21196,\n",
       "    'target': u'en.wikipedia.org/wiki/George_I_of_Greece'},\n",
       "   {'start': 21218,\n",
       "    'stop': 21231,\n",
       "    'target': u'en.wikipedia.org/wiki/Leon_Czolgosz'},\n",
       "   {'start': 21281,\n",
       "    'stop': 21289,\n",
       "    'target': u'en.wikipedia.org/wiki/Feminist'},\n",
       "   {'start': 21290,\n",
       "    'stop': 21302,\n",
       "    'target': u'en.wikipedia.org/wiki/Emma_Goldman'},\n",
       "   {'start': 21427,\n",
       "    'stop': 21450,\n",
       "    'target': u'en.wikipedia.org/wiki/1917_October_Revolution'},\n",
       "   {'start': 21506,\n",
       "    'stop': 21519,\n",
       "    'target': u'en.wikipedia.org/wiki/Nestor_Makhno'},\n",
       "   {'start': 21550,\n",
       "    'stop': 21595,\n",
       "    'target': u'en.wikipedia.org/wiki/Revolutionary_Insurrectionary_Army_of_Ukraine'},\n",
       "   {'start': 21635,\n",
       "    'stop': 21644,\n",
       "    'target': u'en.wikipedia.org/wiki/Bolshevik'},\n",
       "   {'start': 21654,\n",
       "    'stop': 21662,\n",
       "    'target': u'en.wikipedia.org/wiki/February_Revolution'},\n",
       "   {'start': 21667,\n",
       "    'stop': 21686,\n",
       "    'target': u'en.wikipedia.org/wiki/October_Revolution'},\n",
       "   {'start': 21901,\n",
       "    'stop': 21920,\n",
       "    'target': u'en.wikipedia.org/wiki/Kronstadt_rebellion'},\n",
       "   {'start': 22120, 'stop': 22127, 'target': u'en.wikipedia.org/wiki/Ukraine'},\n",
       "   {'start': 22143,\n",
       "    'stop': 22157,\n",
       "    'target': u'en.wikipedia.org/wiki/Free_Territory_(Ukraine)'},\n",
       "   {'start': 22178,\n",
       "    'stop': 22187,\n",
       "    'target': u'en.wikipedia.org/wiki/Russian_Civil_War'},\n",
       "   {'start': 22200,\n",
       "    'stop': 22206,\n",
       "    'target': u'en.wikipedia.org/wiki/White_movement'},\n",
       "   {'start': 22320,\n",
       "    'stop': 22365,\n",
       "    'target': u'en.wikipedia.org/wiki/Revolutionary_Insurrectionary_Army_of_Ukraine'},\n",
       "   {'start': 22373,\n",
       "    'stop': 22386,\n",
       "    'target': u'en.wikipedia.org/wiki/Nestor_Makhno'},\n",
       "   {'start': 22493,\n",
       "    'stop': 22505,\n",
       "    'target': u'en.wikipedia.org/wiki/Emma_Goldman'},\n",
       "   {'start': 22510,\n",
       "    'stop': 22527,\n",
       "    'target': u'en.wikipedia.org/wiki/Alexander_Berkman'},\n",
       "   {'start': 22616,\n",
       "    'stop': 22634,\n",
       "    'target': u'en.wikipedia.org/wiki/Kronstadt_rebellion'},\n",
       "   {'start': 22783,\n",
       "    'stop': 22790,\n",
       "    'target': u'en.wikipedia.org/wiki/Mikhail_Bakunin'},\n",
       "   {'start': 23171,\n",
       "    'stop': 23188,\n",
       "    'target': u'en.wikipedia.org/wiki/Communist_party'},\n",
       "   {'start': 23349,\n",
       "    'stop': 23352,\n",
       "    'target': u'en.wikipedia.org/wiki/Conf\\xe9d\\xe9ration_g\\xe9n\\xe9rale_du_travail'},\n",
       "   {'start': 23357,\n",
       "    'stop': 23360,\n",
       "    'target': u'en.wikipedia.org/wiki/Industrial_Workers_of_the_World'},\n",
       "   {'start': 23399,\n",
       "    'stop': 23422,\n",
       "    'target': u'en.wikipedia.org/wiki/Comintern'},\n",
       "   {'start': 23429,\n",
       "    'stop': 23458,\n",
       "    'target': u'en.wikipedia.org/wiki/Revolutions_of_1917\\u201323'},\n",
       "   {'start': 23573,\n",
       "    'stop': 23603,\n",
       "    'target': u'en.wikipedia.org/wiki/German_Revolution_of_1918\\u20131919'},\n",
       "   {'start': 23626,\n",
       "    'stop': 23650,\n",
       "    'target': u'en.wikipedia.org/wiki/Bavarian_Soviet_Republic'},\n",
       "   {'start': 23666,\n",
       "    'stop': 23681,\n",
       "    'target': u'en.wikipedia.org/wiki/Gustav_Landauer'},\n",
       "   {'start': 23683,\n",
       "    'stop': 23696,\n",
       "    'target': u'en.wikipedia.org/wiki/Silvio_Gesell'},\n",
       "   {'start': 23701,\n",
       "    'stop': 23713,\n",
       "    'target': u'en.wikipedia.org/wiki/Erich_M\\xfchsam'},\n",
       "   {'start': 23774,\n",
       "    'stop': 23784,\n",
       "    'target': u'en.wikipedia.org/wiki/Council_communism'},\n",
       "   {'start': 23833,\n",
       "    'stop': 23846,\n",
       "    'target': u'en.wikipedia.org/wiki/Biennio_rosso'},\n",
       "   {'start': 23884,\n",
       "    'stop': 23909,\n",
       "    'target': u'en.wikipedia.org/wiki/Unione_Sindacale_Italiana'},\n",
       "   {'start': 24006,\n",
       "    'stop': 24018,\n",
       "    'target': u'en.wikipedia.org/wiki/Umanita_Nova'},\n",
       "   {'start': 24125,\n",
       "    'stop': 24143,\n",
       "    'target': u'en.wikipedia.org/wiki/Mexican_Revolution'},\n",
       "   {'start': 24148,\n",
       "    'stop': 24169,\n",
       "    'target': u'en.wikipedia.org/wiki/Mexican_Liberal_Party'},\n",
       "   {'start': 24326,\n",
       "    'stop': 24341,\n",
       "    'target': u'en.wikipedia.org/wiki/Baja_California'},\n",
       "   {'start': 24383,\n",
       "    'stop': 24403,\n",
       "    'target': u'en.wikipedia.org/wiki/Ricardo_Flores_Mag\\xf3n'},\n",
       "   {'start': 24420,\n",
       "    'stop': 24431,\n",
       "    'target': u'en.wikipedia.org/wiki/Dielo_Truda'},\n",
       "   {'start': 24482,\n",
       "    'stop': 24495,\n",
       "    'target': u'en.wikipedia.org/wiki/Nestor_Makhno'},\n",
       "   {'start': 24646,\n",
       "    'stop': 24712,\n",
       "    'target': u'en.wikipedia.org/wiki/Platformism'},\n",
       "   {'start': 24730,\n",
       "    'stop': 24741,\n",
       "    'target': u'en.wikipedia.org/wiki/Platformist'},\n",
       "   {'start': 24774,\n",
       "    'stop': 24801,\n",
       "    'target': u'en.wikipedia.org/wiki/Workers_Solidarity_Movement'},\n",
       "   {'start': 24821, 'stop': 24869, 'target': u'en.wikipedia.org/wiki/NEFAC'},\n",
       "   {'start': 24888,\n",
       "    'stop': 24907,\n",
       "    'target': u'en.wikipedia.org/wiki/Synthesis_anarchism'},\n",
       "   {'start': 25042,\n",
       "    'stop': 25070,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism_without_adjectives'},\n",
       "   {'start': 25124, 'stop': 25129, 'target': u'en.wikipedia.org/wiki/Volin'},\n",
       "   {'start': 25134,\n",
       "    'stop': 25149,\n",
       "    'target': u'en.wikipedia.org/wiki/Sebastien_Faure'},\n",
       "   {'start': 25248,\n",
       "    'stop': 25286,\n",
       "    'target': u'en.wikipedia.org/wiki/International_of_Anarchist_Federations'},\n",
       "   {'start': 25345,\n",
       "    'stop': 25351,\n",
       "    'target': u'en.wikipedia.org/wiki/Maquis_(World_War_II)'},\n",
       "   {'start': 25366, 'stop': 25370, 'target': u'en.wikipedia.org/wiki/Nazism'},\n",
       "   {'start': 25375,\n",
       "    'stop': 25384,\n",
       "    'target': u'en.wikipedia.org/wiki/Francisco_Franco'},\n",
       "   {'start': 25567,\n",
       "    'stop': 25585,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism_in_Italy'},\n",
       "   {'start': 25611,\n",
       "    'stop': 25623,\n",
       "    'target': u'en.wikipedia.org/wiki/Anti-fascism'},\n",
       "   {'start': 25638,\n",
       "    'stop': 25655,\n",
       "    'target': u'en.wikipedia.org/wiki/Arditi_del_Popolo'},\n",
       "   {'start': 25777,\n",
       "    'stop': 25788,\n",
       "    'target': u'en.wikipedia.org/wiki/Blackshirts'},\n",
       "   {'start': 25820, 'stop': 25825, 'target': u'en.wikipedia.org/wiki/Parma'},\n",
       "   {'start': 25873,\n",
       "    'stop': 25885,\n",
       "    'target': u'en.wikipedia.org/wiki/Luigi_Fabbri'},\n",
       "   {'start': 26015,\n",
       "    'stop': 26032,\n",
       "    'target': u'en.wikipedia.org/wiki/Far_right_leagues'},\n",
       "   {'start': 26067,\n",
       "    'stop': 26086,\n",
       "    'target': u'en.wikipedia.org/wiki/6_February_1934_crisis'},\n",
       "   {'start': 26114,\n",
       "    'stop': 26126,\n",
       "    'target': u'en.wikipedia.org/wiki/United_front'},\n",
       "   {'start': 26150,\n",
       "    'stop': 26156,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism_in_France'},\n",
       "   {'start': 26161,\n",
       "    'stop': 26166,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism_in_Italy'},\n",
       "   {'start': 26186,\n",
       "    'stop': 26216,\n",
       "    'target': u'en.wikipedia.org/wiki/Resistance_during_World_War_II'},\n",
       "   {'start': 26243,\n",
       "    'stop': 26255,\n",
       "    'target': u'en.wikipedia.org/wiki/Erich_M\\xfchsam'},\n",
       "   {'start': 26365,\n",
       "    'stop': 26379,\n",
       "    'target': u'en.wikipedia.org/wiki/Reichstag_fire'},\n",
       "   {'start': 26391,\n",
       "    'stop': 26406,\n",
       "    'target': u'en.wikipedia.org/wiki/Joseph_Goebbels'},\n",
       "   {'start': 26417,\n",
       "    'stop': 26436,\n",
       "    'target': u'en.wikipedia.org/wiki/Propagandaministerium'},\n",
       "   {'start': 26574,\n",
       "    'stop': 26584,\n",
       "    'target': u'en.wikipedia.org/wiki/Sonnenburg'},\n",
       "   {'start': 26611,\n",
       "    'stop': 26622,\n",
       "    'target': u'en.wikipedia.org/wiki/Oranienburg'},\n",
       "   {'start': 26674,\n",
       "    'stop': 26692,\n",
       "    'target': u'en.wikipedia.org/wiki/Nazi_concentration_camps'},\n",
       "   {'start': 26696,\n",
       "    'stop': 26707,\n",
       "    'target': u'en.wikipedia.org/wiki/Oranienburg_concentration_camp'},\n",
       "   {'start': 26939,\n",
       "    'stop': 26973,\n",
       "    'target': u'en.wikipedia.org/wiki/Confederaci\\xf3n_Nacional_del_Trabajo'},\n",
       "   {'start': 27296,\n",
       "    'stop': 27313,\n",
       "    'target': u'en.wikipedia.org/wiki/Spanish_Civil_War'},\n",
       "   {'start': 27365,\n",
       "    'stop': 27383,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism_in_Spain'},\n",
       "   {'start': 27463,\n",
       "    'stop': 27472,\n",
       "    'target': u'en.wikipedia.org/wiki/Barcelona'},\n",
       "   {'start': 27518,\n",
       "    'stop': 27531,\n",
       "    'target': u'en.wikipedia.org/wiki/Collective_farming'},\n",
       "   {'start': 27651,\n",
       "    'stop': 27661,\n",
       "    'target': u'en.wikipedia.org/wiki/Stalinism'},\n",
       "   {'start': 27752,\n",
       "    'stop': 27764,\n",
       "    'target': u'en.wikipedia.org/wiki/Soviet_Union'},\n",
       "   {'start': 27824,\n",
       "    'stop': 27841,\n",
       "    'target': u'en.wikipedia.org/wiki/Social_revolution'},\n",
       "   {'start': 27880,\n",
       "    'stop': 27897,\n",
       "    'target': u'en.wikipedia.org/wiki/Spanish_Civil_War'},\n",
       "   {'start': 27955,\n",
       "    'stop': 27964,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism_in_Spain'},\n",
       "   {'start': 27982,\n",
       "    'stop': 28003,\n",
       "    'target': u'en.wikipedia.org/wiki/Libertarian_socialist'},\n",
       "   {'start': 28107,\n",
       "    'stop': 28116,\n",
       "    'target': u'en.wikipedia.org/wiki/Catalonia'},\n",
       "   {'start': 28118,\n",
       "    'stop': 28124,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchist_Aragon'},\n",
       "   {'start': 28126,\n",
       "    'stop': 28135,\n",
       "    'target': u'en.wikipedia.org/wiki/Andalusia'},\n",
       "   {'start': 28150,\n",
       "    'stop': 28161,\n",
       "    'target': u'en.wikipedia.org/wiki/Levante,_Spain'},\n",
       "   {'start': 28171,\n",
       "    'stop': 28186,\n",
       "    'target': u\"en.wikipedia.org/wiki/Spain's_economy\"},\n",
       "   {'start': 28247,\n",
       "    'stop': 28256,\n",
       "    'target': u'en.wikipedia.org/wiki/Catalonia'},\n",
       "   {'start': 28319,\n",
       "    'stop': 28343,\n",
       "    'target': u'en.wikipedia.org/wiki/Communist_Party_of_Spain_(main)'},\n",
       "   {'start': 28362,\n",
       "    'stop': 28368,\n",
       "    'target': u'en.wikipedia.org/wiki/Soviet_Union'},\n",
       "   {'start': 28412,\n",
       "    'stop': 28428,\n",
       "    'target': u'en.wikipedia.org/wiki/Collectivization'},\n",
       "   {'start': 28486,\n",
       "    'stop': 28494,\n",
       "    'target': u'en.wikipedia.org/wiki/Agriculture'},\n",
       "   {'start': 28533,\n",
       "    'stop': 28544,\n",
       "    'target': u'en.wikipedia.org/wiki/Libertarian_socialism'},\n",
       "   {'start': 28545,\n",
       "    'stop': 28553,\n",
       "    'target': u'en.wikipedia.org/wiki/Commune_(intentional_community)'},\n",
       "   {'start': 28575,\n",
       "    'stop': 28586,\n",
       "    'target': u'en.wikipedia.org/wiki/Sam_Dolgoff'},\n",
       "   {'start': 28840,\n",
       "    'stop': 28849,\n",
       "    'target': u'en.wikipedia.org/wiki/Stalinist_purges'},\n",
       "   {'start': 28908,\n",
       "    'stop': 28926,\n",
       "    'target': u\"en.wikipedia.org/wiki/Workers'_Party_of_Marxist_Unification\"},\n",
       "   {'start': 28975,\n",
       "    'stop': 28990,\n",
       "    'target': u'en.wikipedia.org/wiki/Camillo_Berneri'},\n",
       "   {'start': 29090,\n",
       "    'stop': 29113,\n",
       "    'target': u'en.wikipedia.org/wiki/Spanish_Communist_Party'},\n",
       "   {'start': 29239,\n",
       "    'stop': 29258,\n",
       "    'target': u'en.wikipedia.org/wiki/Synthesis_anarchism'},\n",
       "   {'start': 29263,\n",
       "    'stop': 29274,\n",
       "    'target': u'en.wikipedia.org/wiki/Platformism'},\n",
       "   {'start': 29320,\n",
       "    'stop': 29348,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism_in_Italy#Postwar_years_and_today'},\n",
       "   {'start': 29353,\n",
       "    'stop': 29359,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism_in_France#The_Fourth_Republic_(1945\\u20131958)'},\n",
       "   {'start': 29365,\n",
       "    'stop': 29393,\n",
       "    'target': u'en.wikipedia.org/wiki/Mexican_Anarchist_Federation'},\n",
       "   {'start': 29927,\n",
       "    'stop': 29933,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism_in_France'},\n",
       "   {'start': 29938,\n",
       "    'stop': 29959,\n",
       "    'target': u'en.wikipedia.org/wiki/F\\xe9d\\xe9ration_Anarchiste'},\n",
       "   {'start': 29999,\n",
       "    'stop': 30033,\n",
       "    'target': u'en.wikipedia.org/wiki/Conf\\xe9d\\xe9ration_nationale_du_travail'},\n",
       "   {'start': 30082,\n",
       "    'stop': 30092,\n",
       "    'target': u'en.wikipedia.org/wiki/Synthesist_anarchism'},\n",
       "   {'start': 30093,\n",
       "    'stop': 30123,\n",
       "    'target': u'en.wikipedia.org/wiki/Federazione_Anarchica_Italiana'},\n",
       "   {'start': 30139,\n",
       "    'stop': 30144,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism_in_Italy'},\n",
       "   {'start': 30244,\n",
       "    'stop': 30273,\n",
       "    'target': u'en.wikipedia.org/wiki/Japanese_Anarchist_Federation'},\n",
       "   {'start': 30426,\n",
       "    'stop': 30446,\n",
       "    'target': u'en.wikipedia.org/wiki/Fraye_Arbeter_Shtime'},\n",
       "   {'start': 30472,\n",
       "    'stop': 30489,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism_in_Germany'},\n",
       "   {'start': 30707,\n",
       "    'stop': 30720,\n",
       "    'target': u'en.wikipedia.org/wiki/Rudolf_Rocker'},\n",
       "   {'start': 30807,\n",
       "    'stop': 30837,\n",
       "    'target': u'en.wikipedia.org/wiki/Uruguayan_Anarchist_Federation'},\n",
       "   {'start': 30927,\n",
       "    'stop': 30959,\n",
       "    'target': u'en.wikipedia.org/wiki/Argentine_Libertarian_Federation'},\n",
       "   {'start': 30965,\n",
       "    'stop': 30996,\n",
       "    'target': u\"en.wikipedia.org/wiki/Syndicalist_Workers'_Federation\"},\n",
       "   {'start': 31063,\n",
       "    'stop': 31084,\n",
       "    'target': u'en.wikipedia.org/wiki/Solidarity_Federation'},\n",
       "   {'start': 31342,\n",
       "    'stop': 31353,\n",
       "    'target': u'en.wikipedia.org/wiki/Syndicalism'},\n",
       "   {'start': 31501,\n",
       "    'stop': 31513,\n",
       "    'target': u'en.wikipedia.org/wiki/Albert_Camus'},\n",
       "   {'start': 31515,\n",
       "    'stop': 31527,\n",
       "    'target': u'en.wikipedia.org/wiki/Herbert_Read'},\n",
       "   {'start': 31529,\n",
       "    'stop': 31541,\n",
       "    'target': u'en.wikipedia.org/wiki/Paul_Goodman_(writer)'},\n",
       "   {'start': 31543,\n",
       "    'stop': 31559,\n",
       "    'target': u'en.wikipedia.org/wiki/Dwight_Macdonald'},\n",
       "   {'start': 31561,\n",
       "    'stop': 31575,\n",
       "    'target': u'en.wikipedia.org/wiki/Allen_Ginsberg'},\n",
       "   {'start': 31577,\n",
       "    'stop': 31592,\n",
       "    'target': u'en.wikipedia.org/wiki/George_Woodcock'},\n",
       "   {'start': 31594,\n",
       "    'stop': 31606,\n",
       "    'target': u'en.wikipedia.org/wiki/Leopold_Kohr'},\n",
       "   {'start': 31608,\n",
       "    'stop': 31619,\n",
       "    'target': u'en.wikipedia.org/wiki/Julian_Beck'},\n",
       "   {'start': 31621,\n",
       "    'stop': 31630,\n",
       "    'target': u'en.wikipedia.org/wiki/John_Cage'},\n",
       "   {'start': 31646,\n",
       "    'stop': 31656,\n",
       "    'target': u'en.wikipedia.org/wiki/Surrealism'},\n",
       "   {'start': 31670,\n",
       "    'stop': 31682,\n",
       "    'target': u'en.wikipedia.org/wiki/Andr\\xe9_Breton'},\n",
       "   {'start': 31744,\n",
       "    'stop': 31765,\n",
       "    'target': u'en.wikipedia.org/wiki/F\\xe9d\\xe9ration_Anarchiste'},\n",
       "   {'start': 31768,\n",
       "    'stop': 31784,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarcho-pacifism'},\n",
       "   {'start': 31811,\n",
       "    'stop': 31832,\n",
       "    'target': u'en.wikipedia.org/wiki/Anti-nuclear_movement'},\n",
       "   {'start': 31837,\n",
       "    'stop': 31854,\n",
       "    'target': u'en.wikipedia.org/wiki/Anti_war_movement'},\n",
       "   {'start': 31947,\n",
       "    'stop': 31979,\n",
       "    'target': u'en.wikipedia.org/wiki/Campaign_for_Nuclear_Disarmament'},\n",
       "   {'start': 31980,\n",
       "    'stop': 31992,\n",
       "    'target': u'en.wikipedia.org/wiki/Alex_Comfort'},\n",
       "   {'start': 32061,\n",
       "    'stop': 32074,\n",
       "    'target': u'en.wikipedia.org/wiki/Ammon_Hennacy'},\n",
       "   {'start': 32079,\n",
       "    'stop': 32090,\n",
       "    'target': u'en.wikipedia.org/wiki/Dorothy_Day'},\n",
       "   {'start': 32175,\n",
       "    'stop': 32183,\n",
       "    'target': u'en.wikipedia.org/wiki/Cold_War'},\n",
       "   {'start': 32277,\n",
       "    'stop': 32330,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism:_A_Documentary_History_of_Libertarian_Ideas'},\n",
       "   {'start': 32439,\n",
       "    'stop': 32444,\n",
       "    'target': u'en.wikipedia.org/wiki/Squatting'},\n",
       "   {'start': 32450,\n",
       "    'stop': 32460,\n",
       "    'target': u'en.wikipedia.org/wiki/Park_G\\xfcell'},\n",
       "   {'start': 32474,\n",
       "    'stop': 32483,\n",
       "    'target': u'en.wikipedia.org/wiki/Barcelona'},\n",
       "   {'start': 32485,\n",
       "    'stop': 32494,\n",
       "    'target': u'en.wikipedia.org/wiki/Squatting'},\n",
       "   {'start': 32572,\n",
       "    'stop': 32586,\n",
       "    'target': u'en.wikipedia.org/wiki/Counterculture'},\n",
       "   {'start': 32775,\n",
       "    'stop': 32802,\n",
       "    'target': u'en.wikipedia.org/wiki/Counterculture_of_the_1960s'},\n",
       "   {'start': 32847,\n",
       "    'stop': 32888,\n",
       "    'target': u'en.wikipedia.org/wiki/Protests_of_1968'},\n",
       "   {'start': 32901, 'stop': 32908, 'target': u'en.wikipedia.org/wiki/Carrara'},\n",
       "   {'start': 32920,\n",
       "    'stop': 32958,\n",
       "    'target': u'en.wikipedia.org/wiki/International_of_Anarchist_Federations'},\n",
       "   {'start': 33093,\n",
       "    'stop': 33114,\n",
       "    'target': u'en.wikipedia.org/wiki/F\\xe9d\\xe9ration_anarchiste'},\n",
       "   {'start': 33121,\n",
       "    'stop': 33151,\n",
       "    'target': u'en.wikipedia.org/wiki/Federazione_Anarchica_Italiana'},\n",
       "   {'start': 33169,\n",
       "    'stop': 33197,\n",
       "    'target': u'en.wikipedia.org/wiki/Iberian_Anarchist_Federation'},\n",
       "   {'start': 33213,\n",
       "    'stop': 33221,\n",
       "    'target': u'en.wikipedia.org/wiki/Bulgaria'},\n",
       "   {'start': 33316,\n",
       "    'stop': 33325,\n",
       "    'target': u'en.wikipedia.org/wiki/Punk_rock'},\n",
       "   {'start': 33368, 'stop': 33373, 'target': u'en.wikipedia.org/wiki/Crass'},\n",
       "   {'start': 33382,\n",
       "    'stop': 33393,\n",
       "    'target': u'en.wikipedia.org/wiki/Sex_Pistols'},\n",
       "   {'start': 33479,\n",
       "    'stop': 33487,\n",
       "    'target': u'en.wikipedia.org/wiki/Commune_(intentional_community)'},\n",
       "   {'start': 33492,\n",
       "    'stop': 33500,\n",
       "    'target': u'en.wikipedia.org/wiki/Squatting'},\n",
       "   {'start': 33524,\n",
       "    'stop': 33533,\n",
       "    'target': u'en.wikipedia.org/wiki/Barcelona'},\n",
       "   {'start': 33554,\n",
       "    'stop': 33562,\n",
       "    'target': u'en.wikipedia.org/wiki/Squatter'},\n",
       "   {'start': 33614,\n",
       "    'stop': 33634,\n",
       "    'target': u'en.wikipedia.org/wiki/Freetown_Christiania'},\n",
       "   {'start': 33887,\n",
       "    'stop': 33903,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarcha-feminism'},\n",
       "   {'start': 34005,\n",
       "    'stop': 34018,\n",
       "    'target': u'en.wikipedia.org/wiki/David_Graeber'},\n",
       "   {'start': 34043,\n",
       "    'stop': 34058,\n",
       "    'target': u'en.wikipedia.org/wiki/Andrej_Grubacic'},\n",
       "   {'start': 34294,\n",
       "    'stop': 34304,\n",
       "    'target': u'en.wikipedia.org/wiki/Traditional_knowledge'},\n",
       "   {'start': 34306,\n",
       "    'stop': 34314,\n",
       "    'target': u'en.wikipedia.org/wiki/Feminism'},\n",
       "   {'start': 34331,\n",
       "    'stop': 34348,\n",
       "    'target': u'en.wikipedia.org/wiki/Counterculture'},\n",
       "   {'start': 34568,\n",
       "    'stop': 34595,\n",
       "    'target': u'en.wikipedia.org/wiki/Anti-globalisation_movement'},\n",
       "   {'start': 34684,\n",
       "    'stop': 34708,\n",
       "    'target': u'en.wikipedia.org/wiki/World_Trade_Organization'},\n",
       "   {'start': 34716, 'stop': 34730, 'target': u'en.wikipedia.org/wiki/G8'},\n",
       "   {'start': 34740,\n",
       "    'stop': 34760,\n",
       "    'target': u'en.wikipedia.org/wiki/World_Economic_Forum'},\n",
       "   {'start': 34968,\n",
       "    'stop': 34978,\n",
       "    'target': u'en.wikipedia.org/wiki/Black_bloc'},\n",
       "   {'start': 35042,\n",
       "    'stop': 35058,\n",
       "    'target': u'en.wikipedia.org/wiki/Security_culture'},\n",
       "   {'start': 35060,\n",
       "    'stop': 35075,\n",
       "    'target': u'en.wikipedia.org/wiki/Affinity_groups'},\n",
       "   {'start': 35201,\n",
       "    'stop': 35234,\n",
       "    'target': u'en.wikipedia.org/wiki/World_Trade_Organization_Ministerial_Conference_of_1999_protest_activity'},\n",
       "   {'start': 35267,\n",
       "    'stop': 35282,\n",
       "    'target': u'en.wikipedia.org/wiki/Simon_Critchley'},\n",
       "   {'start': 35388,\n",
       "    'stop': 35402,\n",
       "    'target': u'en.wikipedia.org/wiki/Neo-liberalism'},\n",
       "   {'start': 35816,\n",
       "    'stop': 35854,\n",
       "    'target': u'en.wikipedia.org/wiki/International_of_Anarchist_Federations'},\n",
       "   {'start': 35860,\n",
       "    'stop': 35894,\n",
       "    'target': u\"en.wikipedia.org/wiki/International_Workers'_Association\"},\n",
       "   {'start': 35900,\n",
       "    'stop': 35936,\n",
       "    'target': u'en.wikipedia.org/wiki/International_Libertarian_Solidarity'},\n",
       "   {'start': 36017,\n",
       "    'stop': 36050,\n",
       "    'target': u'en.wikipedia.org/wiki/Confederaci\\xf3n_General_del_Trabajo'},\n",
       "   {'start': 36065,\n",
       "    'stop': 36068,\n",
       "    'target': u'en.wikipedia.org/wiki/Confederaci\\xf3n_Nacional_del_Trabajo'},\n",
       "   {'start': 36184,\n",
       "    'stop': 36229,\n",
       "    'target': u'en.wikipedia.org/wiki/Central_Organisation_of_the_Workers_of_Sweden'},\n",
       "   {'start': 36238,\n",
       "    'stop': 36282,\n",
       "    'target': u'en.wikipedia.org/wiki/Swedish_Anarcho-syndicalist_Youth_Federation'},\n",
       "   {'start': 36311,\n",
       "    'stop': 36335,\n",
       "    'target': u'en.wikipedia.org/wiki/Unione_Sindacale_Italiana'},\n",
       "   {'start': 36356,\n",
       "    'stop': 36383,\n",
       "    'target': u'en.wikipedia.org/wiki/Workers_Solidarity_Alliance'},\n",
       "   {'start': 36396,\n",
       "    'stop': 36417,\n",
       "    'target': u'en.wikipedia.org/wiki/Solidarity_Federation'},\n",
       "   {'start': 36422,\n",
       "    'stop': 36442,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchist_Federation_(Britain_and_Ireland)'},\n",
       "   {'start': 36482,\n",
       "    'stop': 36513,\n",
       "    'target': u'en.wikipedia.org/wiki/Industrial_Workers_of_the_World'},\n",
       "   {'start': 36554,\n",
       "    'stop': 36587,\n",
       "    'target': u'en.wikipedia.org/wiki/International_Workers_Association'},\n",
       "   {'start': 36725,\n",
       "    'stop': 36747,\n",
       "    'target': u'en.wikipedia.org/wiki/Pierre-Joseph_Proudhon'},\n",
       "   {'start': 36763,\n",
       "    'stop': 36778,\n",
       "    'target': u'en.wikipedia.org/wiki/Gustave_Courbet'},\n",
       "   {'start': 36828,\n",
       "    'stop': 36837,\n",
       "    'target': u'en.wikipedia.org/wiki/Mutualism_(economic_theory)'},\n",
       "   {'start': 36865,\n",
       "    'stop': 36888,\n",
       "    'target': u'en.wikipedia.org/wiki/Individualist_anarchist'},\n",
       "   {'start': 37011,\n",
       "    'stop': 37034,\n",
       "    'target': u'en.wikipedia.org/wiki/Individualist_anarchism'},\n",
       "   {'start': 37039,\n",
       "    'stop': 37055,\n",
       "    'target': u'en.wikipedia.org/wiki/Social_anarchism'},\n",
       "   {'start': 37161,\n",
       "    'stop': 37177,\n",
       "    'target': u'en.wikipedia.org/wiki/Negative_liberty'},\n",
       "   {'start': 37207,\n",
       "    'stop': 37221,\n",
       "    'target': u'en.wikipedia.org/wiki/Social_control'},\n",
       "   {'start': 37284,\n",
       "    'stop': 37300,\n",
       "    'target': u'en.wikipedia.org/wiki/Positive_liberty'},\n",
       "   {'start': 37684,\n",
       "    'stop': 37707,\n",
       "    'target': u'en.wikipedia.org/wiki/Philosophical_anarchism'},\n",
       "   {'start': 37756,\n",
       "    'stop': 37761,\n",
       "    'target': u'en.wikipedia.org/wiki/State_(polity)'},\n",
       "   {'start': 37953,\n",
       "    'stop': 37966,\n",
       "    'target': u'en.wikipedia.org/wiki/Minarchism'},\n",
       "   {'start': 38061,\n",
       "    'stop': 38077,\n",
       "    'target': u'en.wikipedia.org/wiki/Moral_obligation'},\n",
       "   {'start': 38212,\n",
       "    'stop': 38240,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism_without_adjectives'},\n",
       "   {'start': 38254,\n",
       "    'stop': 38264,\n",
       "    'target': u'en.wikipedia.org/wiki/Toleration'},\n",
       "   {'start': 38282,\n",
       "    'stop': 38309,\n",
       "    'target': u'en.wikipedia.org/wiki/Fernando_Tarrida_del_M\\xe1rmol'},\n",
       "   {'start': 38528,\n",
       "    'stop': 38546,\n",
       "    'target': u'en.wikipedia.org/wiki/Anti-authoritarian'},\n",
       "   {'start': 38767,\n",
       "    'stop': 38789,\n",
       "    'target': u'en.wikipedia.org/wiki/Pierre-Joseph_Proudhon'},\n",
       "   {'start': 38851,\n",
       "    'stop': 38868,\n",
       "    'target': u'en.wikipedia.org/wiki/Spontaneous_order'},\n",
       "   {'start': 39682,\n",
       "    'stop': 39693,\n",
       "    'target': u'en.wikipedia.org/wiki/Reciprocity_(cultural_anthropology)'},\n",
       "   {'start': 39813,\n",
       "    'stop': 39838,\n",
       "    'target': u'en.wikipedia.org/wiki/William_Batchelder_Greene'},\n",
       "   {'start': 40516,\n",
       "    'stop': 40526,\n",
       "    'target': u'en.wikipedia.org/wiki/Individual'},\n",
       "   {'start': 40537,\n",
       "    'stop': 40541,\n",
       "    'target': u'en.wikipedia.org/wiki/Will_(philosophy)'},\n",
       "   {'start': 40791,\n",
       "    'stop': 40805,\n",
       "    'target': u'en.wikipedia.org/wiki/William_Godwin'},\n",
       "   {'start': 40863,\n",
       "    'stop': 40880,\n",
       "    'target': u'en.wikipedia.org/wiki/Political_Justice'},\n",
       "   {'start': 40980,\n",
       "    'stop': 40991,\n",
       "    'target': u'en.wikipedia.org/wiki/Rationalist'},\n",
       "   {'start': 40996,\n",
       "    'stop': 41007,\n",
       "    'target': u'en.wikipedia.org/wiki/Utilitarian'},\n",
       "   {'start': 41053,\n",
       "    'stop': 41066,\n",
       "    'target': u'en.wikipedia.org/wiki/Limited_government'},\n",
       "   {'start': 41206,\n",
       "    'stop': 41219,\n",
       "    'target': u'en.wikipedia.org/wiki/Individualism'},\n",
       "   {'start': 41348,\n",
       "    'stop': 41372,\n",
       "    'target': u'en.wikipedia.org/wiki/19th_century_philosophy'},\n",
       "   {'start': 41373,\n",
       "    'stop': 41384,\n",
       "    'target': u'en.wikipedia.org/wiki/Max_Stirner'},\n",
       "   {'start': 41423,\n",
       "    'stop': 41446,\n",
       "    'target': u'en.wikipedia.org/wiki/Individualist_anarchist'},\n",
       "   {'start': 41458,\n",
       "    'stop': 41474,\n",
       "    'target': u'en.wikipedia.org/wiki/Friedrich_Engels'},\n",
       "   {'start': 41545,\n",
       "    'stop': 41561,\n",
       "    'target': u'en.wikipedia.org/wiki/Egoist_anarchism'},\n",
       "   {'start': 41665,\n",
       "    'stop': 41676,\n",
       "    'target': u'en.wikipedia.org/wiki/Max_Stirner'},\n",
       "   {'start': 41689,\n",
       "    'stop': 41708,\n",
       "    'target': u'en.wikipedia.org/wiki/The_Ego_and_Its_Own'},\n",
       "   {'start': 41954,\n",
       "    'stop': 41960,\n",
       "    'target': u'en.wikipedia.org/wiki/Reification_(fallacy)'},\n",
       "   {'start': 42099,\n",
       "    'stop': 42116,\n",
       "    'target': u'en.wikipedia.org/wiki/Union_of_egoists'},\n",
       "   {'start': 42279,\n",
       "    'stop': 42284,\n",
       "    'target': u'en.wikipedia.org/wiki/State_(polity)'},\n",
       "   {'start': 42525, 'stop': 42529, 'target': u'en.wikipedia.org/wiki/LGBT'},\n",
       "   {'start': 42539,\n",
       "    'stop': 42556,\n",
       "    'target': u'en.wikipedia.org/wiki/John_Henry_Mackay'},\n",
       "   {'start': 42559,\n",
       "    'stop': 42572,\n",
       "    'target': u'en.wikipedia.org/wiki/Josiah_Warren'},\n",
       "   {'start': 42837,\n",
       "    'stop': 42848,\n",
       "    'target': u'en.wikipedia.org/wiki/Pierre-Joseph_Proudhon'},\n",
       "   {'start': 43002,\n",
       "    'stop': 43015,\n",
       "    'target': u'en.wikipedia.org/wiki/Josiah_Warren'},\n",
       "   {'start': 43020,\n",
       "    'stop': 43041,\n",
       "    'target': u'en.wikipedia.org/wiki/Stephen_Pearl_Andrews'},\n",
       "   {'start': 43046,\n",
       "    'stop': 43063,\n",
       "    'target': u'en.wikipedia.org/wiki/William_B._Greene'},\n",
       "   {'start': 43143,\n",
       "    'stop': 43162,\n",
       "    'target': u'en.wikipedia.org/wiki/Henry_David_Thoreau'},\n",
       "   {'start': 43340,\n",
       "    'stop': 43358,\n",
       "    'target': u'en.wikipedia.org/wiki/Development_criticism'},\n",
       "   {'start': 43406,\n",
       "    'stop': 43423,\n",
       "    'target': u'en.wikipedia.org/wiki/Transcendentalist'},\n",
       "   {'start': 43457, 'stop': 43463, 'target': u'en.wikipedia.org/wiki/Walden'},\n",
       "   {'start': 43484,\n",
       "    'stop': 43497,\n",
       "    'target': u'en.wikipedia.org/wiki/Simple_living'},\n",
       "   {'start': 43539,\n",
       "    'stop': 43557,\n",
       "    'target': u'en.wikipedia.org/wiki/Civil_Disobedience_(Thoreau)'},\n",
       "   {'start': 43664,\n",
       "    'stop': 43679,\n",
       "    'target': u'en.wikipedia.org/wiki/Benjamin_Tucker'},\n",
       "   {'start': 43786,\n",
       "    'stop': 43793,\n",
       "    'target': u'en.wikipedia.org/wiki/Liberty_(1881\\u20131908)'},\n",
       "   {'start': 43951,\n",
       "    'stop': 43960,\n",
       "    'target': u'en.wikipedia.org/wiki/Free_love'},\n",
       "   {'start': 43965,\n",
       "    'stop': 43978,\n",
       "    'target': u'en.wikipedia.org/wiki/Birth_control'},\n",
       "   {'start': 43994,\n",
       "    'stop': 44038,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism_and_issues_related_to_love_and_sex'},\n",
       "   {'start': 44055,\n",
       "    'stop': 44064,\n",
       "    'target': u'en.wikipedia.org/wiki/Naturism'},\n",
       "   {'start': 44065, 'stop': 44072, 'target': u'en.wikipedia.org/wiki/Nudism'},\n",
       "   {'start': 44078,\n",
       "    'stop': 44094,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarcho-naturism'},\n",
       "   {'start': 44097,\n",
       "    'stop': 44108,\n",
       "    'target': u'en.wikipedia.org/wiki/Freethought'},\n",
       "   {'start': 44113,\n",
       "    'stop': 44126,\n",
       "    'target': u'en.wikipedia.org/wiki/Anti-clericalism'},\n",
       "   {'start': 44196,\n",
       "    'stop': 44206,\n",
       "    'target': u'en.wikipedia.org/wiki/Illegalism'},\n",
       "   {'start': 44211,\n",
       "    'stop': 44233,\n",
       "    'target': u'en.wikipedia.org/wiki/Individual_reclamation'},\n",
       "   {'start': 44239,\n",
       "    'stop': 44271,\n",
       "    'target': u'en.wikipedia.org/wiki/European_individualist_anarchism'},\n",
       "   {'start': 44276,\n",
       "    'stop': 44309,\n",
       "    'target': u'en.wikipedia.org/wiki/Individualist_anarchism_in_France'},\n",
       "   {'start': 44349,\n",
       "    'stop': 44360,\n",
       "    'target': u'en.wikipedia.org/wiki/Oscar_Wilde'},\n",
       "   {'start': 44362,\n",
       "    'stop': 44374,\n",
       "    'target': u'en.wikipedia.org/wiki/Emile_Armand'},\n",
       "   {'start': 44376,\n",
       "    'stop': 44385,\n",
       "    'target': u'en.wikipedia.org/wiki/Han_Ryner'},\n",
       "   {'start': 44387,\n",
       "    'stop': 44398,\n",
       "    'target': u'en.wikipedia.org/wiki/Henri_Zisly'},\n",
       "   {'start': 44400,\n",
       "    'stop': 44414,\n",
       "    'target': u'en.wikipedia.org/wiki/Renzo_Novatore'},\n",
       "   {'start': 44416,\n",
       "    'stop': 44439,\n",
       "    'target': u'en.wikipedia.org/wiki/Miguel_Gimenez_Igualada'},\n",
       "   {'start': 44441,\n",
       "    'stop': 44452,\n",
       "    'target': u'en.wikipedia.org/wiki/Adolf_Brand'},\n",
       "   {'start': 44457,\n",
       "    'stop': 44468,\n",
       "    'target': u'en.wikipedia.org/wiki/Lev_Chernyi'},\n",
       "   {'start': 44665,\n",
       "    'stop': 44673,\n",
       "    'target': u'en.wikipedia.org/wiki/Coercion'},\n",
       "   {'start': 44840,\n",
       "    'stop': 44857,\n",
       "    'target': u'en.wikipedia.org/wiki/Personal_property'},\n",
       "   {'start': 44891,\n",
       "    'stop': 44901,\n",
       "    'target': u'en.wikipedia.org/wiki/Mutual_aid_(organization)'},\n",
       "   {'start': 45080,\n",
       "    'stop': 45095,\n",
       "    'target': u'en.wikipedia.org/wiki/Mikhail_Bakunin'},\n",
       "   {'start': 45100,\n",
       "    'stop': 45111,\n",
       "    'target': u'en.wikipedia.org/wiki/Johann_Most'},\n",
       "   {'start': 45371,\n",
       "    'stop': 45393,\n",
       "    'target': u'en.wikipedia.org/wiki/Propaganda_by_the_deed'},\n",
       "   {'start': 45755,\n",
       "    'stop': 45775,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchist_communists'},\n",
       "   {'start': 45873, 'stop': 45880, 'target': u'en.wikipedia.org/wiki/Marxism'},\n",
       "   {'start': 45905,\n",
       "    'stop': 45936,\n",
       "    'target': u'en.wikipedia.org/wiki/Dictatorship_of_the_proletariat'},\n",
       "   {'start': 46059,\n",
       "    'stop': 46077,\n",
       "    'target': u'en.wikipedia.org/wiki/Mutually_exclusive'},\n",
       "   {'start': 46464,\n",
       "    'stop': 46469,\n",
       "    'target': u'en.wikipedia.org/wiki/State_(polity)'},\n",
       "   {'start': 46471, 'stop': 46478, 'target': u'en.wikipedia.org/wiki/Markets'},\n",
       "   {'start': 46487,\n",
       "    'stop': 46503,\n",
       "    'target': u'en.wikipedia.org/wiki/Private_property'},\n",
       "   {'start': 46533,\n",
       "    'stop': 46550,\n",
       "    'target': u'en.wikipedia.org/wiki/Personal_property'},\n",
       "   {'start': 46581,\n",
       "    'stop': 46597,\n",
       "    'target': u'en.wikipedia.org/wiki/Common_ownership'},\n",
       "   {'start': 46605,\n",
       "    'stop': 46624,\n",
       "    'target': u'en.wikipedia.org/wiki/Means_of_production'},\n",
       "   {'start': 46626,\n",
       "    'stop': 46642,\n",
       "    'target': u'en.wikipedia.org/wiki/Direct_democracy'},\n",
       "   {'start': 46671,\n",
       "    'stop': 46692,\n",
       "    'target': u'en.wikipedia.org/wiki/Voluntary_association'},\n",
       "   {'start': 46698,\n",
       "    'stop': 46714,\n",
       "    'target': u\"en.wikipedia.org/wiki/Workers'_council\"},\n",
       "   {'start': 46781,\n",
       "    'stop': 46846,\n",
       "    'target': u'en.wikipedia.org/wiki/From_each_according_to_his_ability,_to_each_according_to_his_need'},\n",
       "   {'start': 46867,\n",
       "    'stop': 46882,\n",
       "    'target': u'en.wikipedia.org/wiki/Peter_Kropotkin'},\n",
       "   {'start': 46938,\n",
       "    'stop': 46957,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchist_communism'},\n",
       "   {'start': 47002,\n",
       "    'stop': 47027,\n",
       "    'target': u'en.wikipedia.org/wiki/Insurrectionary_anarchism'},\n",
       "   {'start': 47055,\n",
       "    'stop': 47061,\n",
       "    'target': u'en.wikipedia.org/wiki/Egoist_anarchism'},\n",
       "   {'start': 47074,\n",
       "    'stop': 47087,\n",
       "    'target': u'en.wikipedia.org/wiki/Individualism'},\n",
       "   {'start': 47462,\n",
       "    'stop': 47481,\n",
       "    'target': u'en.wikipedia.org/wiki/First_International'},\n",
       "   {'start': 47507,\n",
       "    'stop': 47522,\n",
       "    'target': u'en.wikipedia.org/wiki/Peter_Kropotkin'},\n",
       "   {'start': 47600,\n",
       "    'stop': 47638,\n",
       "    'target': u'en.wikipedia.org/wiki/Insurrectionary_anarchism'},\n",
       "   {'start': 47887,\n",
       "    'stop': 47905,\n",
       "    'target': u'en.wikipedia.org/wiki/Spanish_Revolution'},\n",
       "   {'start': 47914,\n",
       "    'stop': 47928,\n",
       "    'target': u'en.wikipedia.org/wiki/Free_Territory'},\n",
       "   {'start': 47940,\n",
       "    'stop': 47958,\n",
       "    'target': u'en.wikipedia.org/wiki/Russian_Revolution_(1917)'},\n",
       "   {'start': 48001,\n",
       "    'stop': 48019,\n",
       "    'target': u'en.wikipedia.org/wiki/Spanish_Anarchists'},\n",
       "   {'start': 48031,\n",
       "    'stop': 48049,\n",
       "    'target': u'en.wikipedia.org/wiki/Spanish_Revolution'},\n",
       "   {'start': 48061,\n",
       "    'stop': 48078,\n",
       "    'target': u'en.wikipedia.org/wiki/Spanish_Civil_War'},\n",
       "   {'start': 48136,\n",
       "    'stop': 48142,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchist_Aragon'},\n",
       "   {'start': 48212,\n",
       "    'stop': 48231,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchist_Catalonia'},\n",
       "   {'start': 48279,\n",
       "    'stop': 48306,\n",
       "    'target': u'en.wikipedia.org/wiki/Francoism'},\n",
       "   {'start': 48308,\n",
       "    'stop': 48314,\n",
       "    'target': u'en.wikipedia.org/wiki/Adolf_Hitler'},\n",
       "   {'start': 48541,\n",
       "    'stop': 48554,\n",
       "    'target': u'en.wikipedia.org/wiki/Nestor_Makhno'},\n",
       "   {'start': 48597,\n",
       "    'stop': 48642,\n",
       "    'target': u'en.wikipedia.org/wiki/Revolutionary_Insurrectionary_Army_of_Ukraine'},\n",
       "   {'start': 48672,\n",
       "    'stop': 48686,\n",
       "    'target': u'en.wikipedia.org/wiki/Free_Territory'},\n",
       "   {'start': 48817,\n",
       "    'stop': 48836,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarcho-syndicalist'},\n",
       "   {'start': 48849,\n",
       "    'stop': 48852,\n",
       "    'target': u'en.wikipedia.org/wiki/Confederaci\\xf3n_Nacional_del_Trabajo'},\n",
       "   {'start': 48856, 'stop': 48862, 'target': u'en.wikipedia.org/wiki/Bilbao'},\n",
       "   {'start': 48952,\n",
       "    'stop': 48967,\n",
       "    'target': u'en.wikipedia.org/wiki/Trade_union'},\n",
       "   {'start': 48995,\n",
       "    'stop': 49008,\n",
       "    'target': u'en.wikipedia.org/wiki/Trade_union'},\n",
       "   {'start': 49092,\n",
       "    'stop': 49097,\n",
       "    'target': u'en.wikipedia.org/wiki/State_(polity)'},\n",
       "   {'start': 49215,\n",
       "    'stop': 49225,\n",
       "    'target': u'en.wikipedia.org/wiki/Wikt:Solidarity'},\n",
       "   {'start': 49227,\n",
       "    'stop': 49240,\n",
       "    'target': u'en.wikipedia.org/wiki/Direct_action'},\n",
       "   {'start': 49245,\n",
       "    'stop': 49269,\n",
       "    'target': u\"en.wikipedia.org/wiki/Workers'_self-management\"},\n",
       "   {'start': 49309,\n",
       "    'stop': 49322,\n",
       "    'target': u'en.wikipedia.org/wiki/Direct_action'},\n",
       "   {'start': 49896,\n",
       "    'stop': 49909,\n",
       "    'target': u'en.wikipedia.org/wiki/Rudolf_Rocker'},\n",
       "   {'start': 50146,\n",
       "    'stop': 50179,\n",
       "    'target': u'en.wikipedia.org/wiki/International_Workers_Association'},\n",
       "   {'start': 50294,\n",
       "    'stop': 50328,\n",
       "    'target': u'en.wikipedia.org/wiki/Confederaci\\xf3n_Nacional_del_Trabajo'},\n",
       "   {'start': 50380,\n",
       "    'stop': 50395,\n",
       "    'target': u'en.wikipedia.org/wiki/Labour_movement'},\n",
       "   {'start': 50435,\n",
       "    'stop': 50452,\n",
       "    'target': u'en.wikipedia.org/wiki/Spanish_Civil_War'},\n",
       "   {'start': 50490,\n",
       "    'stop': 50505,\n",
       "    'target': u'en.wikipedia.org/wiki/Lawrence_Jarach'},\n",
       "   {'start': 50517,\n",
       "    'stop': 50528,\n",
       "    'target': u'en.wikipedia.org/wiki/John_Zerzan'},\n",
       "   {'start': 50626,\n",
       "    'stop': 50645,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarcho-primitivism'},\n",
       "   {'start': 50683,\n",
       "    'stop': 50700,\n",
       "    'target': u'en.wikipedia.org/wiki/Post-left_anarchy'},\n",
       "   {'start': 50820,\n",
       "    'stop': 50829,\n",
       "    'target': u'en.wikipedia.org/wiki/Syncretic_politics'},\n",
       "   {'start': 50901,\n",
       "    'stop': 50916,\n",
       "    'target': u'en.wikipedia.org/wiki/Green_anarchism'},\n",
       "   {'start': 51045,\n",
       "    'stop': 51061,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarcho-naturism'},\n",
       "   {'start': 51104,\n",
       "    'stop': 51123,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarcho-primitivism'},\n",
       "   {'start': 51128,\n",
       "    'stop': 51142,\n",
       "    'target': u'en.wikipedia.org/wiki/Social_ecology'},\n",
       "   {'start': 51145,\n",
       "    'stop': 51161,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarcha-feminism'},\n",
       "   {'start': 51240,\n",
       "    'stop': 51248,\n",
       "    'target': u'en.wikipedia.org/wiki/Feminism'},\n",
       "   {'start': 51269,\n",
       "    'stop': 51279,\n",
       "    'target': u'en.wikipedia.org/wiki/Patriarchy'},\n",
       "   {'start': 51314,\n",
       "    'stop': 51322,\n",
       "    'target': u'en.wikipedia.org/wiki/Coercion'},\n",
       "   {'start': 51360,\n",
       "    'stop': 51373,\n",
       "    'target': u'en.wikipedia.org/wiki/Decentralised'},\n",
       "   {'start': 51374,\n",
       "    'stop': 51390,\n",
       "    'target': u'en.wikipedia.org/wiki/Free_association_(communism_and_anarchism)'},\n",
       "   {'start': 51479,\n",
       "    'stop': 51493,\n",
       "    'target': u'en.wikipedia.org/wiki/Class_struggle'},\n",
       "   {'start': 51534,\n",
       "    'stop': 51539,\n",
       "    'target': u'en.wikipedia.org/wiki/State_(polity)'},\n",
       "   {'start': 51654,\n",
       "    'stop': 51668,\n",
       "    'target': u'en.wikipedia.org/wiki/L._Susan_Brown'},\n",
       "   {'start': 51886,\n",
       "    'stop': 51898,\n",
       "    'target': u'en.wikipedia.org/wiki/Emma_Goldman'},\n",
       "   {'start': 51903,\n",
       "    'stop': 51923,\n",
       "    'target': u'en.wikipedia.org/wiki/Voltairine_de_Cleyre'},\n",
       "   {'start': 51926,\n",
       "    'stop': 51942,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarcho-pacifism'},\n",
       "   {'start': 52018,\n",
       "    'stop': 52030,\n",
       "    'target': u'en.wikipedia.org/wiki/Non-violence'},\n",
       "   {'start': 52061,\n",
       "    'stop': 52072,\n",
       "    'target': u'en.wikipedia.org/wiki/Netherlands'},\n",
       "   {'start': 52147,\n",
       "    'stop': 52166,\n",
       "    'target': u'en.wikipedia.org/wiki/Christian_anarchism'},\n",
       "   {'start': 52172,\n",
       "    'stop': 52180,\n",
       "    'target': u'en.wikipedia.org/wiki/Christian_movement'},\n",
       "   {'start': 52184,\n",
       "    'stop': 52202,\n",
       "    'target': u'en.wikipedia.org/wiki/Political_theology'},\n",
       "   {'start': 52274,\n",
       "    'stop': 52285,\n",
       "    'target': u'en.wikipedia.org/wiki/Leo_Tolstoy'},\n",
       "   {'start': 52287,\n",
       "    'stop': 52298,\n",
       "    'target': u'en.wikipedia.org/wiki/Dorothy_Day'},\n",
       "   {'start': 52300,\n",
       "    'stop': 52313,\n",
       "    'target': u'en.wikipedia.org/wiki/Ammon_Hennacy'},\n",
       "   {'start': 52319,\n",
       "    'stop': 52332,\n",
       "    'target': u'en.wikipedia.org/wiki/Jacques_Ellul'},\n",
       "   {'start': 52335,\n",
       "    'stop': 52346,\n",
       "    'target': u'en.wikipedia.org/wiki/Platformism'},\n",
       "   {'start': 52454,\n",
       "    'stop': 52465,\n",
       "    'target': u'en.wikipedia.org/wiki/Dielo_Truda'},\n",
       "   {'start': 52584,\n",
       "    'stop': 52602,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism_in_Russia'},\n",
       "   {'start': 52615,\n",
       "    'stop': 52633,\n",
       "    'target': u'en.wikipedia.org/wiki/October_Revolution'},\n",
       "   {'start': 52678,\n",
       "    'stop': 52688,\n",
       "    'target': u'en.wikipedia.org/wiki/Bolsheviks'},\n",
       "   {'start': 52820,\n",
       "    'stop': 52838,\n",
       "    'target': u'en.wikipedia.org/wiki/Russian_Revolution_(1917)'},\n",
       "   {'start': 52841,\n",
       "    'stop': 52860,\n",
       "    'target': u'en.wikipedia.org/wiki/Synthesis_anarchism'},\n",
       "   {'start': 52962,\n",
       "    'stop': 52990,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism_without_adjectives'},\n",
       "   {'start': 53049,\n",
       "    'stop': 53067,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarcho-communists'},\n",
       "   {'start': 53068, 'stop': 53074, 'target': u'en.wikipedia.org/wiki/Voline'},\n",
       "   {'start': 53079,\n",
       "    'stop': 53094,\n",
       "    'target': u'en.wikipedia.org/wiki/S\\xe9bastien_Faure'},\n",
       "   {'start': 53194,\n",
       "    'stop': 53232,\n",
       "    'target': u'en.wikipedia.org/wiki/International_of_Anarchist_Federations'},\n",
       "   {'start': 53235,\n",
       "    'stop': 53252,\n",
       "    'target': u'en.wikipedia.org/wiki/Post-left_anarchy'},\n",
       "   {'start': 53362,\n",
       "    'stop': 53380,\n",
       "    'target': u'en.wikipedia.org/wiki/Left-wing_politics'},\n",
       "   {'start': 53432,\n",
       "    'stop': 53440,\n",
       "    'target': u'en.wikipedia.org/wiki/Ideology'},\n",
       "   {'start': 53500,\n",
       "    'stop': 53508,\n",
       "    'target': u'en.wikipedia.org/wiki/Morality'},\n",
       "   {'start': 53536,\n",
       "    'stop': 53547,\n",
       "    'target': u'en.wikipedia.org/wiki/Max_Stirner'},\n",
       "   {'start': 53567,\n",
       "    'stop': 53593,\n",
       "    'target': u'en.wikipedia.org/wiki/Situationist_International'},\n",
       "   {'start': 53644,\n",
       "    'stop': 53656,\n",
       "    'target': u'en.wikipedia.org/wiki/Insurrectionary_anarchism'},\n",
       "   {'start': 53706,\n",
       "    'stop': 53731,\n",
       "    'target': u'en.wikipedia.org/wiki/Insurrectionary_anarchism'},\n",
       "   {'start': 53829,\n",
       "    'stop': 53841,\n",
       "    'target': u'en.wikipedia.org/wiki/Insurrection'},\n",
       "   {'start': 53916,\n",
       "    'stop': 53929,\n",
       "    'target': u'en.wikipedia.org/wiki/Labour_unions'},\n",
       "   {'start': 54088,\n",
       "    'stop': 54102,\n",
       "    'target': u'en.wikipedia.org/wiki/Affinity_group'},\n",
       "   {'start': 54181,\n",
       "    'stop': 54195,\n",
       "    'target': u'en.wikipedia.org/wiki/Class_conflict'},\n",
       "   {'start': 54259,\n",
       "    'stop': 54273,\n",
       "    'target': u'en.wikipedia.org/wiki/Post-anarchism'},\n",
       "   {'start': 54350,\n",
       "    'stop': 54367,\n",
       "    'target': u'en.wikipedia.org/wiki/Poststructuralist'},\n",
       "   {'start': 54414,\n",
       "    'stop': 54428,\n",
       "    'target': u'en.wikipedia.org/wiki/Post-modernism'},\n",
       "   {'start': 54430,\n",
       "    'stop': 54448,\n",
       "    'target': u'en.wikipedia.org/wiki/Autonomist_marxism'},\n",
       "   {'start': 54450,\n",
       "    'stop': 54467,\n",
       "    'target': u'en.wikipedia.org/wiki/Post-left_anarchy'},\n",
       "   {'start': 54469,\n",
       "    'stop': 54495,\n",
       "    'target': u'en.wikipedia.org/wiki/Situationist_International'},\n",
       "   {'start': 54501,\n",
       "    'stop': 54516,\n",
       "    'target': u'en.wikipedia.org/wiki/Postcolonialism'},\n",
       "   {'start': 54519,\n",
       "    'stop': 54545,\n",
       "    'target': u'en.wikipedia.org/wiki/Left-wing_market_anarchism'},\n",
       "   {'start': 54846,\n",
       "    'stop': 54864,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarcho-capitalism'},\n",
       "   {'start': 54898,\n",
       "    'stop': 54903,\n",
       "    'target': u'en.wikipedia.org/wiki/State_(polity)'},\n",
       "   {'start': 54917,\n",
       "    'stop': 54939,\n",
       "    'target': u'en.wikipedia.org/wiki/Sovereign_individual'},\n",
       "   {'start': 54945,\n",
       "    'stop': 54956,\n",
       "    'target': u'en.wikipedia.org/wiki/Free_market'},\n",
       "   {'start': 55011,\n",
       "    'stop': 55025,\n",
       "    'target': u'en.wikipedia.org/wiki/Libertarianism'},\n",
       "   {'start': 55030,\n",
       "    'stop': 55053,\n",
       "    'target': u'en.wikipedia.org/wiki/Individualist_anarchism'},\n",
       "   {'start': 55068,\n",
       "    'stop': 55083,\n",
       "    'target': u'en.wikipedia.org/wiki/Austrian_School'},\n",
       "   {'start': 55104,\n",
       "    'stop': 55121,\n",
       "    'target': u'en.wikipedia.org/wiki/Law_and_economics'},\n",
       "   {'start': 55127,\n",
       "    'stop': 55147,\n",
       "    'target': u'en.wikipedia.org/wiki/Public_choice_theory'},\n",
       "   {'start': 55347,\n",
       "    'stop': 55362,\n",
       "    'target': u'en.wikipedia.org/wiki/Anti-capitalist'},\n",
       "   {'start': 55525,\n",
       "    'stop': 55557,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism_and_violence'},\n",
       "   {'start': 55618,\n",
       "    'stop': 55628,\n",
       "    'target': u'en.wikipedia.org/wiki/Philosophy'},\n",
       "   {'start': 55803,\n",
       "    'stop': 55813,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism_and_capitalism'},\n",
       "   {'start': 55815,\n",
       "    'stop': 55826,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism_and_nationalism'},\n",
       "   {'start': 55832,\n",
       "    'stop': 55840,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism_and_religion'},\n",
       "   {'start': 55950,\n",
       "    'stop': 55957,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism_and_Marxism'},\n",
       "   {'start': 55959,\n",
       "    'stop': 55968,\n",
       "    'target': u'en.wikipedia.org/wiki/Issues_in_anarchism#Communism'},\n",
       "   {'start': 55973,\n",
       "    'stop': 55983,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism_and_capitalism'},\n",
       "   {'start': 56016,\n",
       "    'stop': 56024,\n",
       "    'target': u'en.wikipedia.org/wiki/Humanism'},\n",
       "   {'start': 56026,\n",
       "    'stop': 56042,\n",
       "    'target': u'en.wikipedia.org/wiki/Christian_anarchism'},\n",
       "   {'start': 56044,\n",
       "    'stop': 56069,\n",
       "    'target': u'en.wikipedia.org/wiki/Enlightened_self-interest'},\n",
       "   {'start': 56071,\n",
       "    'stop': 56079,\n",
       "    'target': u'en.wikipedia.org/wiki/Veganarchism'},\n",
       "   {'start': 56147,\n",
       "    'stop': 56159,\n",
       "    'target': u'en.wikipedia.org/wiki/Civilization'},\n",
       "   {'start': 56161,\n",
       "    'stop': 56171,\n",
       "    'target': u'en.wikipedia.org/wiki/Technology'},\n",
       "   {'start': 56185,\n",
       "    'stop': 56204,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarcho-primitivism'},\n",
       "   {'start': 56209,\n",
       "    'stop': 56234,\n",
       "    'target': u'en.wikipedia.org/wiki/Insurrectionary_anarchism'},\n",
       "   {'start': 56241,\n",
       "    'stop': 56263,\n",
       "    'target': u'en.wikipedia.org/wiki/Issues_in_anarchism#Participation_in_statist_democracy'},\n",
       "   {'start': 56388,\n",
       "    'stop': 56410,\n",
       "    'target': u'en.wikipedia.org/wiki/Propaganda_of_the_deed'},\n",
       "   {'start': 56473,\n",
       "    'stop': 56490,\n",
       "    'target': u'en.wikipedia.org/wiki/Nihilist_movement'},\n",
       "   {'start': 56542,\n",
       "    'stop': 56555,\n",
       "    'target': u'en.wikipedia.org/wiki/Direct_action'},\n",
       "   {'start': 56572,\n",
       "    'stop': 56583,\n",
       "    'target': u'en.wikipedia.org/wiki/Nonviolence'},\n",
       "   {'start': 56585,\n",
       "    'stop': 56602,\n",
       "    'target': u'en.wikipedia.org/wiki/Counter-economics'},\n",
       "   {'start': 56607,\n",
       "    'stop': 56630,\n",
       "    'target': u'en.wikipedia.org/wiki/Crypto-anarchism'},\n",
       "   {'start': 56920,\n",
       "    'stop': 56961,\n",
       "    'target': u'en.wikipedia.org/wiki/Definitional_concerns_in_anarchist_theory'},\n",
       "   {'start': 57163,\n",
       "    'stop': 57186,\n",
       "    'target': u'en.wikipedia.org/wiki/Individualist_anarchist'},\n",
       "   {'start': 57187,\n",
       "    'stop': 57199,\n",
       "    'target': u'en.wikipedia.org/wiki/Emile_Armand'},\n",
       "   {'start': 57354,\n",
       "    'stop': 57363,\n",
       "    'target': u'en.wikipedia.org/wiki/Free_love'},\n",
       "   {'start': 57422,\n",
       "    'stop': 57435,\n",
       "    'target': u'en.wikipedia.org/wiki/Josiah_Warren'},\n",
       "   {'start': 57585,\n",
       "    'stop': 57599,\n",
       "    'target': u\"en.wikipedia.org/wiki/Women's_rights\"},\n",
       "   {'start': 57763,\n",
       "    'stop': 57786,\n",
       "    'target': u'en.wikipedia.org/wiki/Lucifer_the_Lightbearer'},\n",
       "   {'start': 57810,\n",
       "    'stop': 57822,\n",
       "    'target': u'en.wikipedia.org/wiki/Moses_Harman'},\n",
       "   {'start': 57827,\n",
       "    'stop': 57843,\n",
       "    'target': u'en.wikipedia.org/wiki/Lois_Waisbrooker'},\n",
       "   {'start': 57868,\n",
       "    'stop': 57880,\n",
       "    'target': u'en.wikipedia.org/wiki/Ezra_Heywood'},\n",
       "   {'start': 57903,\n",
       "    'stop': 57911,\n",
       "    'target': u'en.wikipedia.org/wiki/The_Word_(free_love)'},\n",
       "   {'start': 57938,\n",
       "    'stop': 57950,\n",
       "    'target': u'en.wikipedia.org/wiki/Free_Society'},\n",
       "   {'start': 58151,\n",
       "    'stop': 58160,\n",
       "    'target': u'en.wikipedia.org/wiki/Free_love'},\n",
       "   {'start': 58165,\n",
       "    'stop': 58179,\n",
       "    'target': u\"en.wikipedia.org/wiki/Women's_rights\"},\n",
       "   {'start': 58196,\n",
       "    'stop': 58207,\n",
       "    'target': u'en.wikipedia.org/wiki/Comstockery'},\n",
       "   {'start': 58250,\n",
       "    'stop': 58263,\n",
       "    'target': u'en.wikipedia.org/wiki/M._E._Lazarus'},\n",
       "   {'start': 58358,\n",
       "    'stop': 58375,\n",
       "    'target': u'en.wikipedia.org/wiki/Greenwich_Village'},\n",
       "   {'start': 58377,\n",
       "    'stop': 58385,\n",
       "    'target': u'en.wikipedia.org/wiki/Bohemianism'},\n",
       "   {'start': 58586,\n",
       "    'stop': 58609,\n",
       "    'target': u'en.wikipedia.org/wiki/Edna_St._Vincent_Millay'},\n",
       "   {'start': 58636,\n",
       "    'stop': 58653,\n",
       "    'target': u'en.wikipedia.org/wiki/Margaret_Anderson'},\n",
       "   {'start': 58745,\n",
       "    'stop': 58757,\n",
       "    'target': u'en.wikipedia.org/wiki/Emma_Goldman'},\n",
       "   {'start': 59120,\n",
       "    'stop': 59132,\n",
       "    'target': u'en.wikipedia.org/wiki/Heterosexual'},\n",
       "   {'start': 59330,\n",
       "    'stop': 59345,\n",
       "    'target': u'en.wikipedia.org/wiki/Virginia_Bolten'},\n",
       "   {'start': 59611,\n",
       "    'stop': 59623,\n",
       "    'target': u'en.wikipedia.org/wiki/Emile_Armand'},\n",
       "   {'start': 59815,\n",
       "    'stop': 59824,\n",
       "    'target': u'en.wikipedia.org/wiki/Polyamory'},\n",
       "   {'start': 59841, 'stop': 59848, 'target': u'en.wikipedia.org/wiki/Stirner'},\n",
       "   {'start': 59853,\n",
       "    'stop': 59864,\n",
       "    'target': u'en.wikipedia.org/wiki/Adolf_Brand'},\n",
       "   {'start': 59869,\n",
       "    'stop': 59886,\n",
       "    'target': u'en.wikipedia.org/wiki/John_Henry_Mackay'},\n",
       "   {'start': 59942,\n",
       "    'stop': 59953,\n",
       "    'target': u'en.wikipedia.org/wiki/Bisexuality'},\n",
       "   {'start': 59958,\n",
       "    'stop': 59971,\n",
       "    'target': u'en.wikipedia.org/wiki/Homosexuality'},\n",
       "   {'start': 59973,\n",
       "    'stop': 59987,\n",
       "    'target': u'en.wikipedia.org/wiki/Mujeres_Libres'},\n",
       "   {'start': 60104,\n",
       "    'stop': 60125,\n",
       "    'target': u'en.wikipedia.org/wiki/Luc\\xeda_S\\xe1nchez_Saornil'},\n",
       "   {'start': 60151,\n",
       "    'stop': 60171,\n",
       "    'target': u'en.wikipedia.org/wiki/Amparo_Poch_y_Gasc\\xf3n'},\n",
       "   {'start': 60276,\n",
       "    'stop': 60294,\n",
       "    'target': u'en.wikipedia.org/wiki/Feminist_movement'},\n",
       "   {'start': 60299,\n",
       "    'stop': 60316,\n",
       "    'target': u'en.wikipedia.org/wiki/Social_revolution'},\n",
       "   {'start': 60486,\n",
       "    'stop': 60507,\n",
       "    'target': u'en.wikipedia.org/wiki/Luc\\xeda_S\\xe1nchez_Saornil'},\n",
       "   {'start': 60542,\n",
       "    'stop': 60558,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarcha-feminist'},\n",
       "   {'start': 60570,\n",
       "    'stop': 60584,\n",
       "    'target': u'en.wikipedia.org/wiki/Mujeres_Libres'},\n",
       "   {'start': 60608, 'stop': 60615, 'target': u'en.wikipedia.org/wiki/Lesbian'},\n",
       "   {'start': 60733, 'stop': 60740, 'target': u'en.wikipedia.org/wiki/Lesbian'},\n",
       "   {'start': 60809,\n",
       "    'stop': 60819,\n",
       "    'target': u'en.wikipedia.org/wiki/Censorship'},\n",
       "   {'start': 60864,\n",
       "    'stop': 60880,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarcho-pacifist'},\n",
       "   {'start': 60881,\n",
       "    'stop': 60893,\n",
       "    'target': u'en.wikipedia.org/wiki/Alex_Comfort'},\n",
       "   {'start': 60922,\n",
       "    'stop': 60939,\n",
       "    'target': u'en.wikipedia.org/wiki/Sexual_revolution'},\n",
       "   {'start': 60979,\n",
       "    'stop': 60993,\n",
       "    'target': u'en.wikipedia.org/wiki/The_Joy_of_Sex'},\n",
       "   {'start': 61009,\n",
       "    'stop': 61018,\n",
       "    'target': u'en.wikipedia.org/wiki/Free_love'},\n",
       "   {'start': 61075,\n",
       "    'stop': 61083,\n",
       "    'target': u'en.wikipedia.org/wiki/Hedonist'},\n",
       "   {'start': 61096,\n",
       "    'stop': 61109,\n",
       "    'target': u'en.wikipedia.org/wiki/Michel_Onfray'},\n",
       "   {'start': 61293,\n",
       "    'stop': 61318,\n",
       "    'target': u'en.wikipedia.org/wiki/Francesc_Ferrer_i_Gu\\xe0rdia'},\n",
       "   {'start': 61320,\n",
       "    'stop': 61327,\n",
       "    'target': u'en.wikipedia.org/wiki/Catalan_people'},\n",
       "   {'start': 61352,\n",
       "    'stop': 61364,\n",
       "    'target': u'en.wikipedia.org/wiki/Freethought'},\n",
       "   {'start': 61388,\n",
       "    'stop': 61402,\n",
       "    'target': u'en.wikipedia.org/wiki/William_Godwin'},\n",
       "   {'start': 61863,\n",
       "    'stop': 61880,\n",
       "    'target': u'en.wikipedia.org/wiki/Political_Justice'},\n",
       "   {'start': 62010,\n",
       "    'stop': 62023,\n",
       "    'target': u'en.wikipedia.org/wiki/Josiah_Warren'},\n",
       "   {'start': 62114,\n",
       "    'stop': 62125,\n",
       "    'target': u'en.wikipedia.org/wiki/Max_Stirner'},\n",
       "   {'start': 62174,\n",
       "    'stop': 62210,\n",
       "    'target': u'en.wikipedia.org/wiki/The_False_Principle_of_our_Education'},\n",
       "   {'start': 62570,\n",
       "    'stop': 62584,\n",
       "    'target': u'en.wikipedia.org/wiki/Anti-Christianity'},\n",
       "   {'start': 62586,\n",
       "    'stop': 62599,\n",
       "    'target': u'en.wikipedia.org/wiki/Anti-clerical'},\n",
       "   {'start': 62757,\n",
       "    'stop': 62764,\n",
       "    'target': u'en.wikipedia.org/wiki/Liberty_(1881\\u20131908)'},\n",
       "   {'start': 63040,\n",
       "    'stop': 63065,\n",
       "    'target': u'en.wikipedia.org/wiki/Lucifer,_the_Light-Bearer'},\n",
       "   {'start': 63161,\n",
       "    'stop': 63186,\n",
       "    'target': u'en.wikipedia.org/wiki/Lucifer,_the_Light-Bearer'},\n",
       "   {'start': 63239,\n",
       "    'stop': 63246,\n",
       "    'target': u'en.wikipedia.org/wiki/Liberty_(1881\\u20131908)'},\n",
       "   {'start': 63380,\n",
       "    'stop': 63392,\n",
       "    'target': u'en.wikipedia.org/wiki/Freethought'},\n",
       "   {'start': 63393,\n",
       "    'stop': 63418,\n",
       "    'target': u'en.wikipedia.org/wiki/Francesc_Ferrer_i_Gu\\xe0rdia'},\n",
       "   {'start': 63443,\n",
       "    'stop': 63462,\n",
       "    'target': u'en.wikipedia.org/wiki/Progressive_education'},\n",
       "   {'start': 63466,\n",
       "    'stop': 63475,\n",
       "    'target': u'en.wikipedia.org/wiki/Barcelona'},\n",
       "   {'start': 63581,\n",
       "    'stop': 63606,\n",
       "    'target': u'en.wikipedia.org/wiki/Popular_education'},\n",
       "   {'start': 63779,\n",
       "    'stop': 63794,\n",
       "    'target': u'en.wikipedia.org/wiki/Murray_Bookchin'},\n",
       "   {'start': 64282,\n",
       "    'stop': 64296,\n",
       "    'target': u'en.wikipedia.org/wiki/Modern_School_(United_States)'},\n",
       "   {'start': 64320, 'stop': 64324, 'target': u'en.wikipedia.org/wiki/Cuba'},\n",
       "   {'start': 64449,\n",
       "    'stop': 64468,\n",
       "    'target': u'en.wikipedia.org/wiki/Universit\\xe0_popolare_(Italian_newspaper)'},\n",
       "   {'start': 64496,\n",
       "    'stop': 64515,\n",
       "    'target': u'en.wikipedia.org/wiki/Christian_anarchist'},\n",
       "   {'start': 64516,\n",
       "    'stop': 64527,\n",
       "    'target': u'en.wikipedia.org/wiki/Leo_Tolstoy'},\n",
       "   {'start': 65220,\n",
       "    'stop': 65231,\n",
       "    'target': u'en.wikipedia.org/wiki/Unschooling'},\n",
       "   {'start': 65240,\n",
       "    'stop': 65251,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchist_free_school'},\n",
       "   {'start': 65341,\n",
       "    'stop': 65352,\n",
       "    'target': u'en.wikipedia.org/wiki/A._S._Neill'},\n",
       "   {'start': 65374,\n",
       "    'stop': 65391,\n",
       "    'target': u'en.wikipedia.org/wiki/Summerhill_School'},\n",
       "   {'start': 65631,\n",
       "    'stop': 65645,\n",
       "    'target': u'en.wikipedia.org/wiki/Class_struggle'},\n",
       "   {'start': 65801,\n",
       "    'stop': 65812,\n",
       "    'target': u'en.wikipedia.org/wiki/Deschooling'},\n",
       "   {'start': 65832,\n",
       "    'stop': 65843,\n",
       "    'target': u'en.wikipedia.org/wiki/Ivan_Illich'},\n",
       "   {'start': 66036,\n",
       "    'stop': 66041,\n",
       "    'target': u'en.wikipedia.org/wiki/Morality'},\n",
       "   {'start': 66125, 'stop': 66132, 'target': u'en.wikipedia.org/wiki/Utopian'},\n",
       "   {'start': 66463,\n",
       "    'stop': 66482,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchist_economics'},\n",
       "   {'start': 66485,\n",
       "    'stop': 66504,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchist_symbolism'},\n",
       "   {'start': 66507,\n",
       "    'stop': 66521,\n",
       "    'target': u'en.wikipedia.org/wiki/Libertarianism'},\n",
       "   {'start': 66524,\n",
       "    'stop': 66549,\n",
       "    'target': u'en.wikipedia.org/wiki/Lists_of_anarchism_topics'},\n",
       "   {'start': 66552,\n",
       "    'stop': 66581,\n",
       "    'target': u'en.wikipedia.org/wiki/List_of_anarchist_communities'},\n",
       "   {'start': 66584,\n",
       "    'stop': 66621,\n",
       "    'target': u'en.wikipedia.org/wiki/List_of_anarchist_movements_by_region'},\n",
       "   {'start': 66624,\n",
       "    'stop': 66660,\n",
       "    'target': u'en.wikipedia.org/wiki/List_of_films_dealing_with_Anarchism'},\n",
       "   {'start': 66663,\n",
       "    'stop': 66683,\n",
       "    'target': u'en.wikipedia.org/wiki/Outline_of_anarchism'},\n",
       "   {'start': 66721,\n",
       "    'stop': 66736,\n",
       "    'target': u'en.wikipedia.org/wiki/Harold_Barclay'},\n",
       "   {'start': 66884,\n",
       "    'stop': 66900,\n",
       "    'target': u'en.wikipedia.org/wiki/Simon_Critchley'},\n",
       "   {'start': 66980,\n",
       "    'stop': 66993,\n",
       "    'target': u'en.wikipedia.org/wiki/April_Carter'},\n",
       "   {'start': 67116,\n",
       "    'stop': 67127,\n",
       "    'target': u'en.wikipedia.org/wiki/Pluto_Press'},\n",
       "   {'start': 67159,\n",
       "    'stop': 67212,\n",
       "    'target': u'en.wikipedia.org/wiki/Anarchism:_A_Documentary_History_of_Libertarian_Ideas'},\n",
       "   {'start': 67275,\n",
       "    'stop': 67291,\n",
       "    'target': u'en.wikipedia.org/wiki/Black_Rose_Books'},\n",
       "   {'start': 67450,\n",
       "    'stop': 67464,\n",
       "    'target': u'en.wikipedia.org/wiki/Daniel_Guerin'},\n",
       "   {'start': 67466,\n",
       "    'stop': 67503,\n",
       "    'target': u'www.theanarchistlibrary.org/HTML/Daniel_Guerin__Anarchism__From_Theory_to_Practice.html'},\n",
       "   {'start': 67554,\n",
       "    'stop': 67570,\n",
       "    'target': u'en.wikipedia.org/wiki/Clifford_Harper'},\n",
       "   {'start': 67747,\n",
       "    'stop': 67763,\n",
       "    'target': u'en.wikipedia.org/wiki/An_Anarchist_FAQ'},\n",
       "   {'start': 67781,\n",
       "    'stop': 67789,\n",
       "    'target': u'en.wikipedia.org/wiki/AK_Press'},\n",
       "   {'start': 68071,\n",
       "    'stop': 68083,\n",
       "    'target': u'en.wikipedia.org/wiki/Max_Nettlau'},\n",
       "   {'start': 68158,\n",
       "    'stop': 68173,\n",
       "    'target': u'en.wikipedia.org/wiki/James_C._Scott'},\n",
       "   {'start': 68343,\n",
       "    'stop': 68359,\n",
       "    'target': u'en.wikipedia.org/wiki/George_Woodcock'},\n",
       "   {'start': 68629,\n",
       "    'stop': 68637,\n",
       "    'target': u'en.wikipedia.org/wiki/Pierre-Joseph_Proudhon'},\n",
       "   {'start': 68639,\n",
       "    'stop': 68648,\n",
       "    'target': u'en.wikipedia.org/wiki/Peter_Kropotkin'},\n",
       "   {'start': 68650,\n",
       "    'stop': 68657,\n",
       "    'target': u'en.wikipedia.org/wiki/Mikhail_Bakunin'},\n",
       "   {'start': 68659,\n",
       "    'stop': 68668,\n",
       "    'target': u'en.wikipedia.org/wiki/Errico_Malatesta'},\n",
       "   {'start': 68670,\n",
       "    'stop': 68678,\n",
       "    'target': u'en.wikipedia.org/wiki/Murray_Bookchin'},\n",
       "   {'start': 68680,\n",
       "    'stop': 68687,\n",
       "    'target': u'en.wikipedia.org/wiki/Emma_Goldman'}],\n",
       "  'text': u'Anarchism is a political philosophy that advocates stateless societies often defined as self-governed voluntary institutions, but that several authors have defined as more specific institutions based on non-hierarchical free associations. Anarchism holds the state to be undesirable, unnecessary, or harmful. While anti-statism is central, anarchism entails opposing authority or hierarchical organisation in the conduct of human relations, including, but not limited to, the state system.\\n\\nAs an anti-dogmatic philosophy, anarchism draws on many currents of thought and strategy. Anarchism does not offer a fixed body of doctrine from a single particular world view, instead fluxing and flowing as a philosophy. There are many types and traditions of anarchism, not all of which are mutually exclusive. Anarchist schools of thought can differ fundamentally, supporting anything from extreme individualism to complete collectivism. Strains of anarchism have often been divided into the categories of social and individualist anarchism or similar dual classifications. Anarchism is usually considered a radical left-wing ideology, and much of anarchist economics and anarchist legal philosophy reflect anti-authoritarian interpretations of communism, collectivism, syndicalism, mutualism, or participatory economics.\\n\\nEtymology and terminology\\n\\n\\nThe term \"anarchism\" is a compound word composed from the word \"anarchy\" and the suffix \"-ism\", themselves derived respectively from the Greek , i.e. \"anarchy\" (from , \"anarchos\", meaning \"one without rulers\"; from the privative prefix \\u1f00\\u03bd- (\"an-\", i.e. \"without\") and , \"archos\", i.e. \"leader\", \"ruler\"; (cf. \"archon\" or , \"arkh\\u0113\", i.e. \"authority\", \"sovereignty\", \"realm\", \"magistracy\")) and the suffix  or  (\"-ismos\", \"-isma\", from the verbal infinitive suffix -\\u03af\\u03b6\\u03b5\\u03b9\\u03bd, \"-izein\"). The first known use of this word was in 1539. Various factions within the French Revolution labelled opponents as anarchists (as Robespierre did the H\\xe9bertists) although few shared many views of later anarchists.  There would be many revolutionaries of the early nineteenth century who contributed to the anarchist doctrines of the next generation, such as William Godwin and Wilhelm Weitling, but they did not use the word \"anarchist\" or \"anarchism\" in describing themselves or their beliefs.\\n\\nThe first political philosopher to call himself an anarchist was Pierre-Joseph Proudhon, marking the formal birth of anarchism in the mid-nineteenth century. Since the 1890s, and beginning in France, the term \"libertarianism\" has often been used as a synonym for anarchism and was used almost exclusively in this sense until the 1950s in the United States; its use as a synonym is still common outside the United States. On the other hand, some use \"libertarianism\" to refer to individualistic free-market philosophy only, referring to free-market anarchism as \"libertarian anarchism\".\\n\\nHistory\\n\\n\\nOrigins\\nWoodcut from a Diggers document by William Everard.\\n\\nThe earliest anarchist themes can be found in the 6th century BC, among the works of Taoist philosopher Laozi, and in later centuries by Zhuangzi and Bao Jingyan. Zhuangzi\\'s philosophy has been described by various sources as anarchist. Zhuangzi wrote, \"A petty thief is put in jail. A great brigand becomes a ruler of a Nation.\" Diogenes of Sinope and the Cynics, their contemporary Zeno of Citium, the founder of Stoicism, also introduced similar topics. Jesus is sometimes considered the first anarchist in the Christian anarchist tradition. Georges Lechartier wrote that \"The true founder of anarchy was Jesus Christ and\\xa0... the first anarchist society was that of the apostles.\" In early Islamic history, some manifestations of anarchic thought are found during the Islamic civil war over the Caliphate, where the Kharijites insisted that the imamate is a right for each individual within the Islamic society. Later, some Muslim scholars, such as Amer al-Basri and Abu Hanifa, led movements of boycotting the rulers, paving the way to the waqf (endowments) tradition, which served as an alternative to and asylum from the centralized authorities of the emirs. But such interpretations reverberates subversive religious conceptions like the aforementioned seemingly anarchistic Taoist teachings and that of other anti-authoritarian religious traditions creating a complex relationship regarding the question as to whether or not anarchism and religion are compatible. This is exemplified when the glorification of the state is viewed as a form of sinful idolatry.\\n\\nThe French renaissance political philosopher \\xc9tienne de La Bo\\xe9tie wrote in his most famous work the \"Discourse on Voluntary Servitude\" what some historians consider an important anarchist precedent.\\nThe radical Protestant Christian Gerrard Winstanley and his group the Diggers are cited by various authors as proposing anarchist social measures in the 17th century in England. The term \"anarchist\" first entered the English language in 1642, during the English Civil War, as a term of abuse, used by Royalists against their Roundhead opponents. By the time of the French Revolution some, such as the \"Enrag\\xe9s\", began to use the term positively, in opposition to Jacobin centralisation of power, seeing \"revolutionary government\" as oxymoronic. By the turn of the 19th century, the English word \"anarchism\" had lost its initial negative connotation.\\n\\nModern anarchism sprang from the secular or religious thought of the Enlightenment, particularly Jean-Jacques Rousseau\\'s arguments for the moral centrality of freedom.\\n\\nAs part of the political turmoil of the 1790s in the wake of the French Revolution, William Godwin developed the first expression of modern anarchist thought. Godwin was, according to Peter Kropotkin, \"the first to formulate the political and economical conceptions of anarchism, even though he did not give that name to the ideas developed in his work\", while Godwin attached his anarchist ideas to an early Edmund Burke.\\n\\nWilliam Godwin, \"the first to formulate the political and economical conceptions of anarchism, even though he did not give that name to the ideas developed in his work\"..\\nGodwin is generally regarded as the founder of the school of thought known as \\'philosophical anarchism\\'. He argued in \"Political Justice\" (1793) that government has an inherently malevolent influence on society, and that it perpetuates dependency and ignorance. He thought that the spread of the use of reason to the masses would eventually cause government to wither away as an unnecessary force. Although he did not accord the state with moral legitimacy, he was against the use of revolutionary tactics for removing the government from power. Rather, he advocated for its replacement through a process of peaceful evolution.\\n\\nHis aversion to the imposition of a rules-based society led him to denounce, as a manifestation of the people\\u2019s \\u2018mental enslavement\\u2019, the foundations of law, property rights and even the institution of marriage. He considered the basic foundations of society as constraining the natural development of individuals to use their powers of reasoning to arrive at a mutually beneficial method of social organisation. In each case, government and its institutions are shown to constrain the development of our capacity to live wholly in accordance with the full and free exercise of private judgment.\\n\\nThe French Pierre-Joseph Proudhon is regarded as the first \"self-proclaimed\" anarchist, a label he adopted in his groundbreaking work, \"What is Property?,\" published in 1840. It is for this reason that some claim Proudhon as the founder of modern anarchist theory. He developed the theory of spontaneous order in society, where organisation emerges without a central coordinator imposing its own idea of order against the wills of individuals acting in their own interests; his famous quote on the matter is, \"Liberty is the mother, not the daughter, of order.\" In \"What is Property?\" Proudhon answers with the famous accusation \"Property is theft.\" In this work, he opposed the institution of decreed \"property\" (\"propri\\xe9t\\xe9\"), where owners have complete rights to \"use and abuse\" their property as they wish. He contrasted this with what he called \"possession,\" or limited ownership of resources and goods only while in more or less continuous use. Later, however, Proudhon added that \"Property is Liberty,\" and argued that it was a bulwark against state power. His opposition to the state, organised religion, and certain capitalist practices inspired subsequent anarchists, and made him one of the leading social thinkers of his time.\\n\\nThe anarcho-communist Joseph D\\xe9jacque was the first person to describe himself as \"libertarian\". Unlike Pierre-Joseph Proudhon, he argued that, \"it is not the product of his or her labour that the worker has a right to, but to the satisfaction of his or her needs, whatever may be their nature.\" In 1844 in Germany the post-hegelian philosopher Max Stirner published the book, \"The Ego and Its Own,\" which would later be considered an influential early text of individualist anarchism. French anarchists active in the 1848 Revolution included Anselme Bellegarrigue, Ernest Coeurderoy, Joseph D\\xe9jacque and Pierre Joseph Proudhon.\\n\\nFirst International and the Paris Commune\\n\\nCollectivist anarchist Mikhail Bakunin opposed the Marxist aim of dictatorship of the proletariat in favour of universal rebellion, and allied himself with the federalists in the First International before his expulsion by the Marxists..\\n\\nIn Europe, harsh reaction followed the revolutions of 1848, during which ten countries had experienced brief or long-term social upheaval as groups carried out nationalist uprisings. After most of these attempts at systematic change ended in failure, conservative elements took advantage of the divided groups of socialists, anarchists, liberals, and nationalists, to prevent further revolt. In Spain Ram\\xf3n de la Sagra established the anarchist journal \"El Porvenir\" in La Coru\\xf1a in 1845 which was inspired by Proudhon\\xb4s ideas. The Catalan politician Francesc Pi i Margall became the principal translator of Proudhon\\'s works into Spanish and later briefly became president of Spain in 1873 while being the leader of the Democratic Republican Federal Party. According to George Woodcock \"These translations were to have a profound and lasting effect on the development of Spanish anarchism after 1870, but before that time Proudhonian ideas, as interpreted by Pi, already provided much of the inspiration for the federalist movement which sprang up in the early 1860\\'s.\" According to the \"Encyclopedia Britannica\" \"During the Spanish revolution of 1873, Pi y Margall attempted to establish a decentralized, or \"cantonalist,\" political system on Proudhonian lines.\"\\n\\nIn 1864 the International Workingmen\\'s Association (sometimes called the \"First International\") united diverse revolutionary currents including French followers of Proudhon, Blanquists, Philadelphes, English trade unionists, socialists and social democrats. Due to its links to active workers\\' movements, the International became a significant organisation. Karl Marx became a leading figure in the International and a member of its General Council. Proudhon\\'s followers, the mutualists, opposed Marx\\'s state socialism, advocating political abstentionism and small property holdings. Woodcock also reports that the American individualist anarchists Lysander Spooner and William B. Greene had been members of the First International. In 1868, following their unsuccessful participation in the League of Peace and Freedom (LPF), Russian revolutionary Mikhail Bakunin and his collectivist anarchist associates joined the First International (which had decided not to get involved with the LPF). They allied themselves with the federalist socialist sections of the International, who advocated the revolutionary overthrow of the state and the collectivization of property.\\n\\nAt first, the collectivists worked with the Marxists to push the First International in a more revolutionary socialist direction. Subsequently, the International became polarised into two camps, with Marx and Bakunin as their respective figureheads. Bakunin characterised Marx\\'s ideas as centralist and predicted that, if a Marxist party came to power, its leaders would simply take the place of the ruling class they had fought against. Anarchist historian George Woodcock reports that \"The annual Congress of the International had not taken place in 1870 owing to the outbreak of the Paris Commune, and in 1871 the General Council called only a special conference in London. One delegate was able to attend from Spain and none from Italy, while a technical excuse \\u2013 that they had split away from the F\\xe9d\\xe9ration Romande \\u2013 was used to avoid inviting Bakunin\\'s Swiss supporters. Thus only a tiny minority of anarchists was present, and the General Council\\'s resolutions passed almost unanimously. Most of them were clearly directed against Bakunin and his followers.\" In 1872, the conflict climaxed with a final split between the two groups at the Hague Congress, where Bakunin and James Guillaume were expelled from the International and its headquarters were transferred to New York. In response, the federalist sections formed their own International at the St. Imier Congress, adopting a revolutionary anarchist program.\\n\\nThe Paris Commune was a government that briefly ruled Paris from 18 March (more formally, from 28 March) to 28 May 1871. The Commune was the result of an uprising in Paris after France was defeated in the Franco-Prussian War. Anarchists participated actively in the establishment of the Paris Commune. They included  George Woodcock states:\\n\\n\\nOrganised labour\\n\\nThe anti-authoritarian sections of the First International were the precursors of the anarcho-syndicalists, seeking to \"replace the privilege and authority of the State\" with the \"free and spontaneous organisation of labour.\" In 1886, the Federation of Organized Trades and Labor Unions (FOTLU) of the United States and Canada unanimously set 1 May 1886, as the date by which the eight-hour work day would become standard.\\nA sympathetic engraving by Walter Crane of the executed \"Anarchists of Chicago\" after the Haymarket affair. The Haymarket affair is generally considered the most significant event for the origin of international May Day observances.\\nIn response, unions across the United States prepared a general strike in support of the event. On 3 May, in Chicago, a fight broke out when strikebreakers attempted to cross the picket line, and two workers died when police opened fire upon the crowd. The next day, 4 May, anarchists staged a rally at Chicago\\'s Haymarket Square. A bomb was thrown by an unknown party near the conclusion of the rally, killing an officer. In the ensuing panic, police opened fire on the crowd and each other. Seven police officers and at least four workers were killed. Eight anarchists directly and indirectly related to the organisers of the rally were arrested and charged with the murder of the deceased officer. The men became international political celebrities among the labour movement. Four of the men were executed and a fifth committed suicide prior to his own execution. The incident became known as the Haymarket affair, and was a setback for the labour movement and the struggle for the eight-hour day. In 1890 a second attempt, this time international in scope, to organise for the eight-hour day was made. The event also had the secondary purpose of memorializing workers killed as a result of the Haymarket affair. Although it had initially been conceived as a once-off event, by the following year the celebration of International Workers\\' Day on May Day had become firmly established as an international worker\\'s holiday.\\n\\nIn 1907, the International Anarchist Congress of Amsterdam gathered delegates from 14 different countries, among which important figures of the anarchist movement, including Errico Malatesta, Pierre Monatte, Luigi Fabbri, Beno\\xeet Broutchoux, Emma Goldman, Rudolf Rocker, and Christiaan Cornelissen. Various themes were treated during the Congress, in particular concerning the organisation of the anarchist movement, popular education issues, the general strike or antimilitarism. A central debate concerned the relation between anarchism and syndicalism (or trade unionism). Malatesta and Monatte were in particular disagreement themselves on this issue, as the latter thought that syndicalism was revolutionary and would create the conditions of a social revolution, while Malatesta did not consider syndicalism by itself sufficient. He thought that the trade-union movement was reformist and even conservative, citing as essentially bourgeois and anti-worker the phenomenon of professional union officials. Malatesta warned that the syndicalists aims were in perpetuating syndicalism itself, whereas anarchists must always have anarchy as their end and consequently refrain from committing to any particular method of achieving it.\\n\\nThe Spanish Workers Federation in 1881 was the first major anarcho-syndicalist movement; anarchist trade union federations were of special importance in Spain. The most successful was the Confederaci\\xf3n Nacional del Trabajo (National Confederation of Labour: CNT), founded in 1910. Before the 1940s, the CNT was the major force in Spanish working class politics, attracting 1.58\\xa0million members at one point and playing a major role in the Spanish Civil War. The CNT was affiliated with the International Workers Association, a federation of anarcho-syndicalist trade unions founded in 1922, with delegates representing two million workers from 15 countries in Europe and Latin America. In Latin America in particular \"The anarchists quickly became active in organizing craft and industrial workers throughout South and Central America, and until the early 1920s most of the trade unions in Mexico, Brazil, Peru, Chile, and Argentina were anarcho-syndicalist in general outlook; the prestige of the Spanish C.N.T. as a revolutionary organization was\\nundoubtedly to a great extent responsible for this situation. The largest and most militant of these organizations was the Federaci\\xf3n Obrera Regional Argentina\\xa0... it grew quickly to a membership of nearly a quarter of a million, which dwarfed the rival socialdemocratic unions.\"\\n\\nPropaganda of the deed and illegalism\\n\\nItalian-American anarchist Luigi Galleani. His followers, known as Galleanists, carried out a series of bombings and assassination attempts from 1914 to 1932 in what they saw as attacks on \\'tyrants\\' and \\'enemies of the people\\'.\\nSome anarchists, such as Johann Most, advocated publicizing violent acts of retaliation against counter-revolutionaries because \"we preach not only action in and for itself, but also action as propaganda.\" By the 1880s, people inside and outside the anarchist movement began to use the slogan, \"propaganda of the deed\" to refer to individual bombings, regicides, and tyrannicides. From 1905 onwards, the Russian counterparts of these anti-syndicalist anarchist-communists become partisans of economic terrorism and illegal \\'expropriations\\'.\" Illegalism as a practice emerged and within it \"The acts of the anarchist bombers and assassins (\"propaganda by the deed\") and the anarchist burglars (\"individual reappropriation\") expressed their desperation and their personal, violent rejection of an intolerable society. Moreover, they were clearly meant to be \"exemplary\" invitations to revolt.\". France\\'s Bonnot Gang was the most famous group to embrace illegalism.\\n\\nHowever, as soon as 1887, important figures in the anarchist movement distanced themselves from such individual acts. Peter Kropotkin thus wrote that year in \"Le R\\xe9volt\\xe9\" that \"a structure based on centuries of history cannot be destroyed with a few kilos of dynamite\". A variety of anarchists advocated the abandonment of these sorts of tactics in favour of collective revolutionary action, for example through the trade union movement. The anarcho-syndicalist, Fernand Pelloutier, argued in 1895 for renewed anarchist involvement in the labour movement on the basis that anarchism could do very well without \"the individual dynamiter.\"\\n\\nState repression (including the infamous 1894 French \"lois sc\\xe9l\\xe9rates\") of the anarchist and labour movements following the few successful bombings and assassinations may have contributed to the abandonment of these kinds of tactics, although reciprocally state repression, in the first place, may have played a role in these isolated acts. The dismemberment of the French socialist movement, into many groups and, following the suppression of the 1871 Paris Commune, the execution and exile of many \"communards\" to penal colonies, favoured individualist political expression and acts.\\n\\nNumerous heads of state were assassinated between 1881 and 1914 by members of the anarchist movement, including Tsar Alexander II of Russia, President Sadi Carnot of France, Empress Elisabeth of Austria, King Umberto I of Italy, President William McKinley of the United States, King Carlos I of Portugal and King George I of Greece. McKinley\\'s assassin Leon Czolgosz claimed to have been influenced by anarchist and feminist Emma Goldman.\\n\\nPropaganda of the deed was abandoned by the vast majority of the anarchist movement after World War I (1914\\u20131918) and the 1917 October Revolution.\\n\\nRussian Revolution and other uprisings of the 1910s\\n\\nNestor Makhno with members of the anarchist Revolutionary Insurrectionary Army of Ukraine.\\nAnarchists participated alongside the Bolsheviks in both February and October revolutions, and were initially enthusiastic about the Bolshevik revolution. However, following a political falling out with the Bolsheviks by the anarchists and other left-wing opposition, the conflict culminated in the 1921 Kronstadt rebellion, which the new government repressed. Anarchists in central Russia were either imprisoned, driven underground or joined the victorious Bolsheviks; the anarchists from Petrograd and Moscow fled to the Ukraine. There, in the Free Territory, they fought in the civil war against the Whites (a grouping of monarchists and other opponents of the October Revolution) and then the Bolsheviks as part of the Revolutionary Insurrectionary Army of Ukraine led by Nestor Makhno, who established an anarchist society in the region for a number of months.\\n\\nExpelled American anarchists Emma Goldman and Alexander Berkman were amongst those agitating in response to Bolshevik policy and the suppression of the Kronstadt uprising, before they left Russia. Both wrote accounts of their experiences in Russia, criticising the amount of control the Bolsheviks exercised. For them, Bakunin\\'s predictions about the consequences of Marxist rule that the rulers of the new \"socialist\" Marxist state would become a new elite had proved all too true.\\n\\nThe victory of the Bolsheviks in the October Revolution and the resulting Russian Civil War did serious damage to anarchist movements internationally. Many workers and activists saw Bolshevik success as setting an example; Communist parties grew at the expense of anarchism and other socialist movements. In France and the United States, for example, members of the major syndicalist movements of the CGT and IWW left the organisations and joined the Communist International.\\n\\nThe revolutionary wave of 1917\\u201323 saw the active participation of anarchists in varying degrees of protagonism. In the German uprising known as the German Revolution of 1918\\u20131919 which established the Bavarian Soviet Republic the anarchists Gustav Landauer, Silvio Gesell and Erich M\\xfchsam had important leadership positions within the revolutionary councilist structures. In the Italian events known as the \"biennio rosso\" the anarcho-syndicalist trade union Unione Sindacale Italiana \"grew to 800,000 members and the influence of the Italian Anarchist Union (20,000 members plus \"Umanita Nova\", its daily paper) grew accordingly\\xa0... Anarchists were the first to suggest occupying workplaces. In the Mexican Revolution the Mexican Liberal Party was established and during the early 1910s it led  a series of military offensives leading to the conquest and occupation of certain towns and districts in Baja California with the leadership of anarcho-communist Ricardo Flores Mag\\xf3n.\\n\\nIn Paris, the Dielo Truda group of Russian anarchist exiles, which included Nestor Makhno, concluded that anarchists needed to develop new forms of organisation in response to the structures of Bolshevism. Their 1926 manifesto, called the \"Organisational Platform of the General Union of Anarchists (Draft)\", was supported. Platformist groups active today include the Workers Solidarity Movement in Ireland and the North Eastern Federation of Anarchist Communists of North America. Synthesis anarchism emerged as an organisational alternative to platformism that tries to join anarchists of different tendencies under the principles of anarchism without adjectives. In the 1920s this form found as its main proponents Volin and Sebastien Faure. It is the main principle behind the anarchist federations grouped around the contemporary global International of Anarchist Federations.\\n\\nConflicts with European fascist regimes\\n\\n\\n\\nAnti-fascist Maquis, who resisted Nazi and Francoist rule in Europe.\\nIn the 1920s and 1930s, the rise of fascism in Europe transformed anarchism\\'s conflict with the state. Italy saw the first struggles between anarchists and fascists. Italian anarchists played a key role in the anti-fascist organisation \"Arditi del Popolo\", which was strongest in areas with anarchist traditions, and achieved some success in their activism, such as repelling Blackshirts in the anarchist stronghold of Parma in August 1922. The veteran Italian anarchist, Luigi Fabbri, was one of the first critical theorists of fascism, describing it as \"the preventive counter-revolution.\"  In France, where the far right leagues came close to insurrection in the February 1934 riots, anarchists divided over a united front policy.\\n\\nAnarchists in France and Italy were active in the Resistance during World War II. In Germany the anarchist Erich M\\xfchsam was arrested on charges unknown in the early morning hours of 28 February 1933, within a few hours after the Reichstag fire in Berlin. Joseph Goebbels, the Nazi propaganda minister, labelled him as one of \"those Jewish subversives.\" Over the next seventeen months, he would be imprisoned in the concentration camps at Sonnenburg, Brandenburg and finally, Oranienburg. On 2 February 1934, M\\xfchsam was transferred to the concentration camp at Oranienburg when finally on the night of 9 July 1934, M\\xfchsam was tortured and murdered by the guards, his battered corpse found hanging in a latrine the next morning.\\n\\nSpanish Revolution\\n\\nIn Spain, the national anarcho-syndicalist trade union Confederaci\\xf3n Nacional del Trabajo initially refused to join a popular front electoral alliance, and abstention by CNT supporters led to a right wing election victory. But in 1936, the CNT changed its policy and anarchist votes helped bring the popular front back to power. Months later, the former ruling class responded with an attempted coup causing the Spanish Civil War (1936\\u20131939). In response to the army rebellion, an anarchist-inspired movement of peasants and workers, supported by armed militias, took control of Barcelona and of large areas of rural Spain where they collectivised the land. But even before the fascist victory in 1939, the anarchists were losing ground in a bitter struggle with the Stalinists, who controlled much of the distribution of military aid to the Republican cause from the Soviet Union. The events known as the Spanish Revolution was a workers\\' social revolution that began during the outbreak of the Spanish Civil War in 1936 and resulted in the widespread implementation of anarchist and more broadly libertarian socialist organisational principles throughout various portions of the country for two to three years, primarily Catalonia, Aragon, Andalusia, and parts of the Levante. Much of Spain\\'s economy was put under worker control; in anarchist strongholds like Catalonia, the figure was as high as 75%, but lower in areas with heavy Communist Party of Spain influence, as the Soviet-allied party actively resisted attempts at collectivization enactment. Factories were run through worker committees, agrarian areas became collectivised and run as libertarian communes. Anarchist historian Sam Dolgoff estimated that about eight million people participated directly or at least indirectly in the Spanish Revolution, which he claimed \"came closer to realizing the ideal of the free stateless society on a vast scale than any other revolution in history.\"\\n\\nStalinist-led troops suppressed the collectives and persecuted both dissident Marxists and anarchists. The prominent Italian anarchist Camillo Berneri, who volunteered to fight against Franco was killed instead in Spain by gunmen associated with the Spanish Communist Party.\\n\\nPost-war years\\n\\n\\nAnarchism sought to reorganise itself after the war and in this context the organisational debate between synthesis anarchism and platformism took importance once again especially in the anarchist movements of Italy and France. The Mexican Anarchist Federation was established in 1945 after the Anarchist Federation of the Centre united with the Anarchist Federation of the Federal District. In the early 1940s, the Antifascist International Solidarity and the Federation of Anarchist Groups of Cuba merged into the large national organisation Asociaci\\xf3n Libertaria de Cuba (Cuban Libertarian Association). From 1944 to 1947, the Bulgarian Anarchist Communist Federation reemerged as part of a factory and workplace committee movement, but was repressed by the new Communist regime. In 1945 in France the F\\xe9d\\xe9ration Anarchiste and the anarchosyndicalist trade union Conf\\xe9d\\xe9ration nationale du travail was established in the next year while the also synthesist Federazione Anarchica Italiana was founded in Italy. Korean anarchists formed the League of Free Social Constructors in September 1945 and in 1946 the Japanese Anarchist Federation was founded. An International Anarchist Congress with delegates from across Europe was held in Paris in May 1948. After World War II, an appeal in the \"Fraye Arbeter Shtime\" detailing the plight of German anarchists and called for Americans to support them. By February 1946, the sending of aid parcels to anarchists in Germany was a large-scale operation. The Federation of Libertarian Socialists was founded in Germany in 1947 and Rudolf Rocker wrote for its organ, \"Die Freie Gesellschaft\", which survived until 1953. In 1956 the Uruguayan Anarchist Federation was founded. In 1955 the Anarcho-Communist Federation of Argentina renamed itself as the Argentine Libertarian Federation. The Syndicalist Workers\\' Federation was a syndicalist group in active in post-war Britain, and one of Solidarity Federation\\'s earliest predecessors. It was formed in 1950 by members of the dissolved Anarchist Federation of Britain. Unlike the AFB, which was influenced by anarcho-syndicalist ideas but ultimately not syndicalist itself, the SWF decided to pursue a more definitely syndicalist, worker-centred strategy from the outset.\\n\\nAnarchism continued to influence important literary and intellectual personalities of the time, such as Albert Camus, Herbert Read, Paul Goodman, Dwight Macdonald, Allen Ginsberg, George Woodcock, Leopold Kohr, Julian Beck, John Cage and the French Surrealist group led by Andr\\xe9 Breton, which now openly embraced anarchism and collaborated in the F\\xe9d\\xe9ration Anarchiste.\\n\\nAnarcho-pacifism became influential in the Anti-nuclear movement and anti war movements of the time as can be seen in the activism and writings of the English anarchist member of Campaign for Nuclear Disarmament Alex Comfort or the similar activism of the American catholic anarcho-pacifists  Ammon Hennacy and Dorothy Day. Anarcho-pacifism became a \"basis for a critique of militarism on both sides of the Cold War.\" The resurgence of anarchist ideas during this period is well documented in Robert Graham\\'s Anarchism: A Documentary History of Libertarian Ideas, \"Volume Two: The Emergence of the New Anarchism (1939\\u20131977)\".\\n\\nContemporary anarchism\\n\\nThe famous \"okupas\" squat near Parc G\\xfcell, overlooking Barcelona. Squatting was a prominent part of the emergence of renewed anarchist movement from the counterculture of the 1960s and 1970s. On the roof: \"Occupy and Resist\". A surge of popular interest in anarchism occurred in western nations during the 1960s and 1970s. Anarchism was influential in the Counterculture of the 1960s and anarchists actively participated in the late sixties students and workers revolts. In 1968 in Carrara, Italy the International of Anarchist Federations was founded during an international anarchist conference held there in 1968 by the three existing European federations of France (the F\\xe9d\\xe9ration Anarchiste), the Federazione Anarchica Italiana of Italy and the Iberian Anarchist Federation as well as the Bulgarian federation in French exile.\\n\\nIn the United Kingdom in the 1970s this was associated with the punk rock movement, as exemplified by bands such as Crass and the Sex Pistols. The housing and employment crisis in most of Western Europe led to the formation of communes and squatter movements like that of Barcelona, Spain. In Denmark, squatters occupied a disused military base and declared the Freetown Christiania, an autonomous haven in central Copenhagen. Since the revival of anarchism in the mid 20th century, a number of new movements and schools of thought emerged. Although feminist tendencies have always been a part of the anarchist movement in the form of anarcha-feminism, they returned with vigour during the second wave of feminism in the 1960s. Anarchist anthropologist David Graeber and anarchist historian Andrej Grubacic have posited a rupture between generations of anarchism, with those \"who often still have not shaken the sectarian habits\" of the 19th century contrasted with the younger activists who are \"much more informed, among other elements, by indigenous, feminist, ecological and cultural-critical ideas\", and who by the turn of the 21st century formed \"by far the majority\" of anarchists.\\n\\nAround the turn of the 21st century, anarchism grew in popularity and influence as part of the anti-war, anti-capitalist, and anti-globalisation movements. Anarchists became known for their involvement in protests against the meetings of the World Trade Organization (WTO), Group of Eight, and the World Economic Forum. Some anarchist factions at these protests engaged in rioting, property destruction, and violent confrontations with police. These actions were precipitated by ad hoc, leaderless, anonymous cadres known as \"black blocs\"; other organisational tactics pioneered in this time include security culture, affinity groups and the use of decentralised technologies such as the internet. A significant event of this period was the confrontations at WTO conference in Seattle in 1999. According to anarchist scholar Simon Critchley, \"contemporary anarchism can be seen as a powerful critique of the pseudo-libertarianism of contemporary neo-liberalism\\xa0... One might say that contemporary anarchism is about responsibility, whether sexual, ecological or socio-economic; it flows from an experience of conscience about the manifold ways in which the West ravages the rest; it is an ethical outrage at the yawning inequality, impoverishment and disenfranchisment that is so palpable locally and globally.\"\\n\\nInternational anarchist federations in existence include the International of Anarchist Federations, the International Workers\\' Association, and International Libertarian Solidarity.\\nThe largest organised anarchist movement today is in Spain, in the form of the Confederaci\\xf3n General del Trabajo (CGT) and the CNT. CGT membership was estimated at around 100,000 for 2003. Other active syndicalist movements include in Sweden the Central Organisation of the Workers of Sweden and the Swedish Anarcho-syndicalist Youth Federation; the CNT-AIT in France; the Union Sindicale Italiana in Italy; in the US Workers Solidarity Alliance  and the UK Solidarity Federation and Anarchist Federation. The revolutionary industrial unionist Industrial Workers of the World, claiming 3,000 paying members, and the International Workers Association, an anarcho-syndicalist successor to the First International, also remain active.\\n\\nAnarchist schools of thought\\n\\nPortrait of philosopher Pierre-Joseph Proudhon (1809\\u20131865) by Gustave Courbet. Proudhon was the primary proponent of anarchist mutualism, and influenced many later individualist anarchist and social anarchist thinkers.\\nAnarchist schools of thought had been generally grouped in two main historical traditions, individualist anarchism and social anarchism, which have some different origins, values and evolution. The individualist wing of anarchism emphasises negative liberty, i.e. opposition to state or social control over the individual, while those in the social wing emphasise positive liberty to achieve one\\'s potential and argue that humans have needs that society ought to fulfill, \"recognizing equality of entitlement\". In a chronological and theoretical sense, there are classical \\u2013 those created throughout the 19th century \\u2013 and post-classical anarchist schools \\u2013 those created since the mid-20th century and after.\\n\\nBeyond the specific factions of anarchist thought is philosophical anarchism, which embodies the theoretical stance that the state lacks moral legitimacy without accepting the imperative of revolution to eliminate it. A component especially of individualist anarchism philosophical anarchism may accept the existence of a minimal state as unfortunate, and usually temporary, \"necessary evil\" but argue that citizens do not have a moral obligation to obey the state when its laws conflict with individual autonomy. One reaction against sectarianism within the anarchist milieu was \"anarchism without adjectives\", a call for toleration first adopted by Fernando Tarrida del M\\xe1rmol in 1889 in response to the \"bitter debates\" of anarchist theory at the time. In abandoning the hyphenated anarchisms (i.e. collectivist-, communist-, mutualist\\u2013 and individualist-anarchism), it sought to emphasise the anti-authoritarian beliefs common to all anarchist schools of thought.\\n\\nClassical anarchist schools of thought\\n\\nMutualism\\n\\nMutualism began in 18th-century English and French labour movements before taking an anarchist form associated with Pierre-Joseph Proudhon in France and others in the United States. Proudhon proposed spontaneous order, whereby organisation emerges without central authority, a \"positive anarchy\" where order arises when everybody does \"what he wishes and only what he wishes\" and where \"business transactions alone produce the social order.\" It is important to recognize that Proudhon distinguished between ideal political possibilities and practical governance. For this reason, much in contrast to some of his theoretical statements concerning ultimate spontaneous self-governance, Proudhon was heavily involved in French parliamentary politics and allied himself not with Anarchist but Socialist factions of workers movements and, in addition to advocating state-protected charters for worker-owned cooperatives, promoted certain nationalization schemes during his life of public service.\\n\\nMutualist anarchism is concerned with reciprocity, free association, voluntary contract, federation, and credit and currency reform. According to the American mutualist William Batchelder Greene, each worker in the mutualist system would receive \"just and exact pay for his work; services equivalent in cost being exchangeable for services equivalent in cost, without profit or discount.\" Mutualism has been retrospectively characterised as ideologically situated between individualist and collectivist forms of anarchism.\"Blackwell Encyclopaedia of Political Thought\", Blackwell Publishing 1991 ISBN 0-631-17944-5, p. 11. Proudhon first characterised his goal as a \"third form of society, the synthesis of communism and property.\"\\n\\nIndividualist anarchism\\n\\n\\nIndividualist anarchism refers to several traditions of thought within the anarchist movement that emphasize the individual and their will over any kinds of external determinants such as groups, society, traditions, and ideological systems. Individualist anarchism is not a single philosophy but refers to a group of individualistic philosophies that sometimes are in conflict.\\n\\nIn 1793, William Godwin, who has often been cited as the first anarchist, wrote \"Political Justice\", which some consider the first expression of anarchism. Godwin, a philosophical anarchist, from a rationalist and utilitarian basis opposed revolutionary action and saw a minimal state as a present \"necessary evil\" that would become increasingly irrelevant and powerless by the gradual spread of knowledge. Godwin advocated individualism, proposing that all cooperation in labour be eliminated on the premise that this would be most conducive with the general good.\\n19th-century philosopher Max Stirner, usually considered a prominent early individualist anarchist (sketch by Friedrich Engels).\\nAn influential form of individualist anarchism, called \"egoism,\" or egoist anarchism, was expounded by one of the earliest and best-known proponents of individualist anarchism, the German Max Stirner. Stirner\\'s \"The Ego and Its Own\", published in 1844, is a founding text of the philosophy. According to Stirner, the only limitation on the rights of the individual is their power to obtain what they desire, without regard for God, state, or morality. To Stirner, rights were \"spooks\" in the mind, and he held that society does not exist but \"the individuals are its reality\". Stirner advocated self-assertion and foresaw unions of egoists, non-systematic associations continually renewed by all parties\\' support through an act of will, which Stirner proposed as a form of organisation in place of the state. Egoist anarchists argue that egoism will foster genuine and spontaneous union between individuals. \"Egoism\" has inspired many interpretations of Stirner\\'s philosophy. It was re-discovered and promoted by German philosophical anarchist and LGBT activist John Henry Mackay.\\n\\nJosiah Warren is widely regarded as the first American anarchist, and the four-page weekly paper he edited during 1833, \"The Peaceful Revolutionist\", was the first anarchist periodical published. For American anarchist historian Eunice Minette Schuster \"It is apparent\\xa0... that Proudhonian Anarchism was to be found in the United States at least as early as 1848 and that it was not conscious of its affinity to the Individualist Anarchism of Josiah Warren and Stephen Pearl Andrews\\xa0... William B. Greene presented this Proudhonian Mutualism in its purest and most systematic form.\". Henry David Thoreau (1817\\u20131862) was an important early influence in individualist anarchist thought in the United States and Europe. Thoreau was an American author, poet, naturalist, tax resister, development critic, surveyor, historian, philosopher, and leading transcendentalist. He is best known for his books \"Walden\", a reflection upon simple living in natural surroundings, and his essay, \"Civil Disobedience\", an argument for individual resistance to civil government in moral opposition to an unjust state. Later Benjamin Tucker fused Stirner\\'s egoism with the economics of Warren and Proudhon in his eclectic influential publication \"Liberty\".\\n\\nFrom these early influences individualist anarchism in different countries attracted a small but diverse following of bohemian artists and intellectuals, free love and birth control advocates (see Anarchism and issues related to love and sex), individualist naturists nudists (see anarcho-naturism), freethought and anti-clerical activists as well as young anarchist outlaws in what became known as illegalism and individual reclamation (see European individualist anarchism and individualist anarchism in France). These authors and activists included Oscar Wilde, Emile Armand, Han Ryner, Henri Zisly, Renzo Novatore, Miguel Gimenez Igualada, Adolf Brand and Lev Chernyi among others.\\n\\nSocial anarchism\\n\\n\\nSocial anarchism calls for a system with common ownership of means of production and democratic control of all organisations, without any government authority or coercion. It is the largest school of thought in anarchism. Social anarchism rejects private property, seeing it as a source of social inequality (while retaining respect for personal property), and emphasises cooperation and mutual aid.\\n\\nCollectivist anarchism\\n\\nCollectivist anarchism, also referred to as \"revolutionary socialism\" or a form of such, is a revolutionary form of anarchism, commonly associated with Mikhail Bakunin and Johann Most. Collectivist anarchists oppose all private ownership of the means of production, instead advocating that ownership be collectivised. This was to be achieved through violent revolution, first starting with a small cohesive group through acts of violence, or \"propaganda by the deed\", which would inspire the workers as a whole to revolt and forcibly collectivise the means of production.\\n\\nHowever, collectivization was not to be extended to the distribution of income, as workers would be paid according to time worked, rather than receiving goods being distributed \"according to need\" as in anarcho-communism. This position was criticised by anarchist communists as effectively \"upholding the wages system\". Collectivist anarchism arose contemporaneously with Marxism but opposed the Marxist dictatorship of the proletariat, despite the stated Marxist goal of a collectivist stateless society. Anarchist, communist and collectivist ideas are not mutually exclusive; although the collectivist anarchists advocated compensation for labour, some held out the possibility of a post-revolutionary transition to a communist system of distribution according to need.\\n\\nAnarcho-communism\\n\\n\\n\\nAnarchist communism (also known as anarcho-communism, libertarian communism and occasionally as free communism) is a theory of anarchism that advocates abolition of the state, markets, money, private property (while retaining respect for personal property), and capitalism in favour of common ownership of the means of production, direct democracy and a horizontal network of voluntary associations and workers\\' councils with production and consumption based on the guiding principle: \"from each according to his ability, to each according to his need\".\\n\\nRussian theorist Peter Kropotkin (1842\\u20131921), who was influential in the development of anarchist communism.\\n\\nSome forms of anarchist communism such as insurrectionary anarchism are strongly influenced by egoism and radical individualism, believing anarcho-communism is the best social system for the realization of individual freedom. Most anarcho-communists view anarcho-communism as a way of reconciling the opposition between the individual and society.\\n\\nAnarcho-communism developed out of radical socialist currents after the French revolution but was first formulated as such in the Italian section of the First International. The theoretical work of Peter Kropotkin took importance later as it expanded and developed pro-organisationalist and insurrectionary anti-organisationalist sections. To date, the best known examples of an anarchist communist society (i.e., established around the ideas as they exist today and achieving worldwide attention and knowledge in the historical canon), are the anarchist territories during the Spanish Revolution and the Free Territory during the Russian Revolution. Through the efforts and influence of the Spanish Anarchists during the Spanish Revolution within the Spanish Civil War, starting in 1936 anarchist communism existed in most of Aragon, parts of the Levante and Andalusia, as well as in the stronghold of Anarchist Catalonia before being crushed by the combined forces of the regime that won the war, Hitler, Mussolini, Spanish Communist Party repression (backed by the USSR) as well as economic and armaments blockades from the capitalist countries and the Spanish Republic itself.  During the Russian Revolution, anarchists such as Nestor Makhno worked to create and defend \\u2013 through the Revolutionary Insurrectionary Army of Ukraine \\u2013 anarchist communism in the Free Territory of the Ukraine from 1919 before being conquered by the Bolsheviks in 1921.\\n\\nAnarcho-syndicalism\\n\\nMay day demonstration of Spanish anarcho-syndicalist trade union CNT in Bilbao, Basque Country in 2010.Anarcho-syndicalism is a branch of anarchism that focuses on the labour movement. Anarcho-syndicalists view labour unions as a potential force for revolutionary social change, replacing capitalism and the state with a new society democratically self-managed by workers. The basic principles of anarcho-syndicalism are: Workers\\' solidarity, Direct action and Workers\\' self-management\\nAnarcho-syndicalists believe that only direct action \\u2013 that is, action concentrated on directly attaining a goal, as opposed to indirect action, such as electing a representative to a government position \\u2013 will allow workers to liberate themselves. Moreover, anarcho-syndicalists believe that workers\\' organisations (the organisations that struggle against the wage system, which, in anarcho-syndicalist theory, will eventually form the basis of a new society) should be self-managing. They should not have bosses or \"business agents\"; rather, the workers should be able to make all the decisions that affect them themselves. Rudolf Rocker was one of the most popular voices in the anarcho-syndicalist movement. He outlined a view of the origins of the movement, what it sought, and why it was important to the future of labour in his 1938 pamphlet \"Anarcho-Syndicalism\". The International Workers Association is an international anarcho-syndicalist federation of various labour unions from different countries. The Spanish Confederaci\\xf3n Nacional del Trabajo played and still plays a major role in the Spanish labour movement. It was also an important force in the Spanish Civil War.\\n\\nPost-classical schools of thought\\n\\nLawrence Jarach (left) and John Zerzan (right), two prominent contemporary anarchist authors. Zerzan is known as prominent voice within anarcho-primitivism, while Jarach is a noted advocate of post-left anarchy.\\nAnarchism continues to generate many philosophies and movements, at times eclectic, drawing upon various sources, and syncretic, combining disparate concepts to create new philosophical approaches.\\n\\nGreen anarchism (or eco-anarchism) is a school of thought within anarchism that emphasizes environmental issues, with an important precedent in anarcho-naturism, and whose main contemporary currents are anarcho-primitivism and social ecology.\\n\\nAnarcha-feminism (also called anarchist feminism and anarcho-feminism) combines anarchism with feminism. It generally views patriarchy as a manifestation of involuntary coercive hierarchy that should be replaced by decentralised free association. Anarcha-feminists believe that the struggle against patriarchy is an essential part of class struggle, and the anarchist struggle against the state. In essence, the philosophy sees anarchist struggle as a necessary component of feminist struggle and vice versa. L. Susan Brown claims that \"as anarchism is a political philosophy that opposes all relationships of power, it is inherently feminist\". Anarcha-feminism began with the late 19th century writings of early feminist anarchists such as Emma Goldman and Voltairine de Cleyre.\\n\\nAnarcho-pacifism is a tendency that rejects violence in the struggle for social change (see non-violence). It developed \"mostly in the Netherlands, Britain, and the United States, before and during the Second World War\". Christian anarchism is a movement in political theology that combines anarchism and Christianity. Its main proponents included Leo Tolstoy, Dorothy Day, Ammon Hennacy, and Jacques Ellul.\\n\\nPlatformism is a tendency within the wider anarchist movement based on the organisational theories in the tradition of Dielo Truda\\'s \"Organisational Platform of the General Union of Anarchists (Draft)\".  The document was based on the experiences of Russian anarchists in the 1917 October Revolution, which led eventually to the victory of the Bolsheviks over the anarchists and other groups. The \"Platform\" attempted to address and explain the anarchist movement\\'s failures during the Russian Revolution.\\n\\nSynthesis anarchism is a form of anarchism that tries to join anarchists of different tendencies under the principles of anarchism without adjectives. In the 1920s, this form found as its main proponents the anarcho-communists Voline and S\\xe9bastien Faure.  It is the main principle behind the anarchist federations grouped around the contemporary global International of Anarchist Federations.\\n\\nPost-left anarchy is a recent current in anarchist thought that promotes a critique of anarchism\\'s relationship to traditional Left-wing politics. Some post-leftists seek to escape the confines of ideology in general also presenting a critique of organisations and morality. Influenced by the work of Max Stirner and by the Marxist Situationist International, post-left anarchy is marked by a focus on social insurrection and a rejection of leftist social organisation.\\n\\nInsurrectionary anarchism is a revolutionary theory, practice, and tendency within the anarchist movement which emphasizes insurrection within anarchist practice. It is critical of formal organisations such as labour unions and federations that are based on a political programme and periodic congresses. Instead, insurrectionary anarchists advocate informal organisation and small affinity group based organisation. Insurrectionary anarchists put value in attack, permanent class conflict, and a refusal to negotiate or compromise with class enemies.\\n\\nPost-anarchism is a theoretical move towards a synthesis of classical anarchist theory and poststructuralist thought, drawing from diverse ideas including post-modernism, autonomist marxism, post-left anarchy, Situationist International, and postcolonialism.\\n\\nLeft-wing market anarchism strongly affirm the classical liberal ideas of self-ownership and free markets, while maintaining that, taken to their logical conclusions, these ideas support strongly anti-corporatist, anti-hierarchical, pro-labor positions and anti-capitalism in economics and anti-imperialism in foreign policy.\\n\\nAnarcho-capitalism advocates the elimination of the state in favour of individual sovereignty in a free market. Anarcho-capitalism developed from radical anti-state libertarianism and individualist anarchism, drawing from Austrian School economics, study of law and economics, and public choice theory. There is a strong current within anarchism which does not consider that anarcho-capitalism can be considered a part of the anarchist movement due to the fact that anarchism has historically been an anti-capitalist movement and for definitional reasons which see anarchism incompatible with capitalist forms.\\n\\n\\nInternal issues and debates\\n\\nWhich forms of violence (if any) are consistent with anarchist values is a controversial subject among anarchists.\\nAnarchism is a philosophy that embodies many diverse attitudes, tendencies and schools of thought; as such, disagreement over questions of values, ideology and tactics is common. The compatibility of capitalism, nationalism, and religion with anarchism is widely disputed. Similarly, anarchism enjoys complex relationships with ideologies such as Marxism, communism and capitalism. Anarchists may be motivated by humanism, divine authority, enlightened self-interest, veganism or any number of alternative ethical doctrines.\\n\\nPhenomena such as civilization, technology (e.g. within anarcho-primitivism and insurrectionary anarchism), and the democratic process may be sharply criticised within some anarchist tendencies and simultaneously lauded in others.\\n\\nOn a tactical level, while propaganda of the deed was a tactic used by anarchists in the 19th century (e.g. the Nihilist movement), some contemporary anarchists espouse alternative direct action methods such as nonviolence, counter-economics and anti-state cryptography to bring about an anarchist society. About the scope of an anarchist society, some anarchists advocate a global one, while others do so by local ones. The diversity in anarchism has led to widely different use of identical terms among different anarchist traditions, which has led to many definitional concerns in anarchist theory.\\n\\nTopics of interest\\nIntersecting and overlapping between various schools of thought, certain topics of interest and internal disputes have proven perennial within anarchist theory.\\n\\nFree love\\n\\nFrench individualist anarchist Emile Armand (1872\\u20131962), who propounded the virtues of free love in the Parisian anarchist milieu of the early 20th century.\\nAn important current within anarchism is free love. Free love advocates sometimes traced their roots back to Josiah Warren and to experimental communities, viewed sexual freedom as a clear, direct expression of an individual\\'s sovereignty. Free love particularly stressed women\\'s rights since most sexual laws discriminated against women: for example, marriage laws and anti-birth control measures. The most important American free love journal was \"Lucifer the Lightbearer\" (1883\\u20131907) edited by Moses Harman and Lois Waisbrooker, but also there existed Ezra Heywood and Angela Heywood\\'s \"The Word\" (1872\\u20131890, 1892\\u20131893). \"Free Society\" (1895\\u20131897 as \"The Firebrand\"; 1897\\u20131904 as \"Free Society\") was a major anarchist newspaper in the United States at the end of the 19th and beginning of the 20th centuries. The publication advocated free love and women\\'s rights, and critiqued \"Comstockery\" \\u2013 censorship of sexual information. Also M. E. Lazarus was an important American individualist anarchist who promoted free love.\\n\\nIn New York City\\'s Greenwich Village, bohemian feminists and socialists advocated self-realisation and pleasure for women (and also men) in the here and now. They encouraged playing with sexual roles and sexuality, and the openly bisexual radical Edna St. Vincent Millay and the lesbian anarchist Margaret Anderson were prominent among them. Discussion groups organised by the Villagers were frequented by Emma Goldman, among others. Magnus Hirschfeld noted in 1923 that Goldman \"has campaigned boldly and steadfastly for individual rights, and especially for those deprived of their rights. Thus it came about that she was the first and only woman, indeed the first and only American, to take up the defense of homosexual love before the general public.\" In fact, before Goldman, heterosexual anarchist Robert Reitzel (1849\\u20131898) spoke positively of homosexuality from the beginning of the 1890s in his Detroit-based German language journal \"Der arme Teufel\". In Argentina anarcha-feminist Virginia Bolten published the newspaper called \"\" (English: The Woman\\'s Voice), which was published nine times in Rosario between 8 January 1896 and 1 January 1897, and was revived, briefly, in 1901.\\n\\nIn Europe the main propagandist of free love within individualist anarchism was Emile Armand. He proposed the concept of \"la camaraderie amoureuse\" to speak of free love as the possibility of voluntary sexual encounter between consenting adults. He was also a consistent proponent of polyamory. In Germany the stirnerists Adolf Brand and John Henry Mackay were pioneering campaigners for the acceptance of male bisexuality and homosexuality. Mujeres Libres was an anarchist women\\'s organisation in Spain that aimed to empower working class women. It was founded in 1936 by Luc\\xeda S\\xe1nchez Saornil, Mercedes Comaposada and Amparo Poch y Gasc\\xf3n and had approximately 30,000 members. The organisation was based on the idea of a \"double struggle\" for women\\'s liberation and social revolution and argued that the two objectives were equally important and should be pursued in parallel. In order to gain mutual support, they created networks of women anarchists. Luc\\xeda S\\xe1nchez Saornil was a main founder of the Spanish anarcha-feminist federation Mujeres Libres who was open about her lesbianism. She was published in a variety of literary journals where working under a male pen name, she was able to explore lesbian themes at a time when homosexuality was criminalized and subject to censorship and punishment.\\n\\nMore recently, the British anarcho-pacifist Alex Comfort gained notoriety during the sexual revolution for writing the bestseller sex manual \"The Joy of Sex\". The issue of free love has a dedicated treatment in the work of French anarcho-hedonist philosopher Michel Onfray in such works as \"Th\\xe9orie du corps amoureux : pour une \\xe9rotique solaire\" (2000) and \\'\\'L\\'invention du plaisir : fragments cyr\\xe9aniques\\'\\' (2002).\\n\\nLibertarian education and freethought\\n\\nFrancesc Ferrer i Gu\\xe0rdia, Catalan anarchist pedagogue and free-thinker. For English anarchist William Godwin education was \"the main means by which change would be achieved.\" Godwin saw that the main goal of education should be the promotion of happiness. For Godwin education had to have \"A respect for the child\\'s autonomy which precluded any form of coercion,\" \"A pedagogy that respected this and sought to build on the child\\'s own motivation and initiatives,\" and \"A concern about the child\\'s capacity to resist an ideology transmitted through the school.\" In his \"Political Justice\" he criticises state sponsored schooling \"on account of its obvious alliance with national government\". Early American anarchist Josiah Warren advanced alternative education experiences in the libertarian communities he established. Max Stirner wrote in 1842 a long essay on education called \"The False Principle of our Education\". In it Stirner names his educational principle \"personalist,\" explaining that self-understanding consists in hourly self-creation. Education for him is to create \"free men, sovereign characters,\" by which he means \"eternal characters\\xa0... who are therefore eternal because they form themselves each moment\".\\n\\nIn the United States \"freethought was a basically anti-christian, anti-clerical movement, whose purpose was to make the individual politically and spiritually free to decide for himself on religious matters. A number of contributors to \"Liberty\" (anarchist publication) were prominent figures in both freethought and anarchism. The individualist anarchist George MacDonald was a co-editor of \"Freethought\" and, for a time, \"The Truth Seeker\". E.C. Walker was co-editor of the excellent free-thought / free love journal \"Lucifer, the Light-Bearer\"\". \"Many of the anarchists were ardent freethinkers; reprints from freethought papers such as \"Lucifer, the Light-Bearer\", \"Freethought\" and \"The Truth Seeker\" appeared in \"Liberty\"...\\xa0The church was viewed as a common ally of the state and as a repressive force in and of itself\".\\n\\nIn 1901, Catalan anarchist and free-thinker Francesc Ferrer i Gu\\xe0rdia established \"modern\" or progressive schools in Barcelona in defiance of an educational system controlled by the Catholic Church. The schools\\' stated goal was to \"educate the working class in a rational, secular and non-coercive setting\". Fiercely anti-clerical, Ferrer believed in \"freedom in education\", education free from the authority of church and state. Murray Bookchin wrote: \"This period 1890s was the heyday of libertarian schools and pedagogical projects in all areas of the country where Anarchists exercised some degree of influence. Perhaps the best-known effort in this field was Francisco Ferrer\\'s Modern School (Escuela Moderna), a project which exercised a considerable influence on Catalan education and on experimental techniques of teaching generally.\" La Escuela Moderna, and Ferrer\\'s ideas generally, formed the inspiration for a series of \"Modern Schools\" in the United States, Cuba, South America and London. The first of these was started in New York City in 1911. It also inspired the Italian newspaper \"Universit\\xe0 popolare\", founded in 1901. Russian christian anarchist Leo Tolstoy established a school for peasant children on his estate. Tolstoy\\'s educational experiments were short-lived due to harassment by the Tsarist secret police. Tolstoy established a conceptual difference between education and culture. He thought that \"Education is the tendency of one man to make another just like himself\\xa0... Education is culture under restraint, culture is free. Education is when the teaching is forced upon the pupil, and when then instruction is exclusive, that is when only those subjects are taught which the educator regards as necessary\". For him \"without compulsion, education was transformed into culture\".\\n\\nA more recent libertarian tradition on education is that of unschooling and the free school in which child-led activity replaces pedagogic approaches. Experiments in Germany led to A. S. Neill founding what became Summerhill School in 1921. Summerhill is often cited as an example of anarchism in practice. However, although Summerhill and other free schools are radically libertarian, they differ in principle from those of Ferrer by not advocating an overtly political class struggle-approach.\\nIn addition to organising schools according to libertarian principles, anarchists have also questioned the concept of schooling per se. The term deschooling was popularised by Ivan Illich, who argued that the school as an institution is dysfunctional for self-determined learning and serves the creation of a consumer society instead.\\n\\nCriticisms\\n\\nCriticisms of anarchism include moral criticisms and pragmatic criticisms. Anarchism is often evaluated as unfeasible or utopian by its critics. European history professor Carl Landauer, in his book \"European Socialism\" argued that social anarchism is unrealistic and that government is a \"lesser evil\" than a society without \"repressive force.\" He also argued that \"ill intentions will cease if repressive force disappears\" is an \"absurdity.\"\\n\\nSee also\\n\\n\\n\\n* Anarchist economics\\n* Anarchist symbolism\\n* Libertarianism\\n* Lists of anarchism topics\\n* List of anarchist communities\\n* List of anarchist movements by region\\n* List of films dealing with Anarchism\\n* Outline of anarchism\\n* \\n\\n\\n\\nReferences\\n\\n\\nFurther reading\\n* Barclay, Harold, \"People Without Government: An Anthropology of Anarchy\" (2nd ed.), Left Bank Books, 1990 ISBN 1-871082-16-1\\n* Blumenfeld, Jacob; Bottici, Chiara; Critchley, Simon, eds., \"The Anarchist Turn\", Pluto Press. 19 March 2013. ISBN 978-0745333427\\n* Carter, April, \"The Political Theory of Anarchism\", Harper & Row. 1971. ISBN 978-0-06-136050-3\\n* Gordon, Uri, \"Anarchy Alive!\", London: Pluto Press, 2007.\\n* Graham, Robert, ed., \"Anarchism: A Documentary History of Libertarian Ideas\".\\n** \"Volume One: From Anarchy to Anarchism (300CE to 1939)\", Black Rose Books, Montr\\xe9al and London 2005. ISBN 1-55164-250-6.\\n** \"Volume Two: The Anarchist Current (1939\\u20132006)\", Black Rose Books, Montr\\xe9al 2007. ISBN 978-1-55164-311-3.\\n* Guerin, Daniel,  \"Anarchism: From Theory to Practice\", Monthly Review Press. 1970. ISBN 0-85345-175-3\\n* Harper, Clifford, \"Anarchy: A Graphic Guide\", (Camden Press, 1987): An overview, updating Woodcock\\'s classic, and illustrated throughout by Harper\\'s woodcut-style artwork.\\n* McKay, Iain, ed., \"An Anarchist FAQ\".\\n** \"Volume I\", AK Press, Oakland/Edinburgh 2008;  558 pages, ISBN 978-1-902593-90-6.\\n** \"Volume II\", AK Press, Oakland/Edinburgh 2012; 550 Pages, ISBN 978-1-84935-122-5\\n* McLaughlin, Paul, \"Anarchism and Authority: A Philosophical Introduction to Classical Anarchism\", AshGate. 2007. ISBN 0-7546-6196-2\\n* Nettlau, Max, \"Anarchy through the times\", Gordon Press. 1979. ISBN 0-8490-1397-6\\n* \\n* Scott, James C., \"Two Cheers for Anarchism: Six Easy Pieces on Autonomy, Dignity, and Meaningful Work and Play\", Princeton, NJ: Princeton University Press, 2012. ISBN 978-0691155296.\\n* Woodcock, George, \"Anarchism: A History of Libertarian Ideas and Movements\" (Penguin Books, 1962). ISBN 0-14-022697-4. .\\n* Woodcock, George, ed., \"The Anarchist Reader\" (Fontana/Collins 1977; ISBN 0-00-634011-3): An anthology of writings from anarchist thinkers and activists including Proudhon, Kropotkin, Bakunin, Malatesta, Bookchin, Goldman, and many others.\\n* Woodcock, George, ed., \"Demanding the Impossible: A History of Anarchism\", PM Press. 2010. ISBN 1-60486-064-2\\n\\nExternal links\\n\\n*'}]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "docs.take(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "wikipedia_pfx = 'en.wikipedia.org/wiki/'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "ec_model = links\\\n",
    "    .EntityCounts(min_count=5, filter_target=wikipedia_pfx)\\\n",
    "    .build(docs)\\\n",
    "    .map(links.EntityCounts.format_item)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "enc_model = links\\\n",
    "    .EntityNameCounts(lowercase=True, filter_target=wikipedia_pfx)\\\n",
    "    .build(docs)\\\n",
    "    .filter(lambda (name, counts): sum(counts.itervalues()) > 1)\\\n",
    "    .map(links.EntityNameCounts.format_item)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'_id': u'en.wikipedia.org/wiki/Polar_class', 'count': 15}]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ec_model.take(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "from nel.model import data\n",
    "from nel.model.store import file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "os.environ['NEL_DATASTORE_URI'] = 'file:///data0/nel/'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# we can use model.toLocalIterator if models don't fit in memory"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "DEBUG:nel:Using file object store for (models:ecounts[wikipedia])...\n",
      "DEBUG:nel:Loading mmap store: /data0/nel/models/ecounts[wikipedia].index ...\n",
      "DEBUG:nel:Loading mmap store: /data0/nel/models/ecounts[wikipedia].index ...\n"
     ]
    }
   ],
   "source": [
    "data.ObjectStore\\\n",
    "    .Get('models:ecounts[wikipedia]')\\\n",
    "    .save_many(ec_model.collect())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "DEBUG:nel:Using file object store for (models:necounts[wikipedia])...\n",
      "DEBUG:nel:Loading mmap store: /data0/nel/models/necounts[wikipedia].index ...\n",
      "DEBUG:nel:Loading mmap store: /data0/nel/models/necounts[wikipedia].index ...\n"
     ]
    }
   ],
   "source": [
    "data.ObjectStore\\\n",
    "    .Get('models:necounts[wikipedia]')\\\n",
    "    .save_many(enc_model.collect())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "from nel.doc import Doc"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "from nel.harness.format import from_sift"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "from nel.process.pipeline import Pipeline\n",
    "from nel.process.candidates import NameCounts\n",
    "from nel.features.probability import EntityProbability, NameProbability"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:nel:Preparing name model candidate generator (model=wikipedia, limit=10)...\n",
      "DEBUG:nel:Using file object store for (models:necounts[wikipedia])...\n",
      "DEBUG:nel:Loading mmap store: /data0/nel/models/necounts[wikipedia].index ...\n",
      "DEBUG:nel:Using file object store for (models:ecounts[wikipedia])...\n",
      "DEBUG:nel:Loading mmap store: /data0/nel/models/ecounts[wikipedia].index ...\n",
      "DEBUG:nel:Using file object store for (models:necounts[wikipedia])...\n",
      "DEBUG:nel:Loading mmap store: /data0/nel/models/necounts[wikipedia].index ...\n"
     ]
    }
   ],
   "source": [
    "candidate_generation = [\n",
    "    NameCounts('wikipedia', 10)\n",
    "]\n",
    "feature_extraction = [\n",
    "    EntityProbability('wikipedia'),\n",
    "    NameProbability('wikipedia')\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "training_pipeline = Pipeline(candidate_generation + feature_extraction)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "training_docs = [from_sift(doc) for doc in docs.takeSample(False, 100)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "train = [training_pipeline(doc) for doc in training_docs]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "from nel.learn import ranking\n",
    "from nel.features import meta\n",
    "from nel.model import resolution\n",
    "from nel.process import resolve"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:nel:Computing feature statistics over 100 documents...\n",
      "INFO:nel:Building training set, feature mapping = PolynomialMapper...\n",
      "INFO:nel:Fitting model over 9394 instances...\n",
      "INFO:nel:Training set pairwise classification: 93.2% (8751/9394)\n",
      "INFO:nel:Done.\n"
     ]
    }
   ],
   "source": [
    "ranker = ranking.TrainLinearRanker(name='ranker', features=[f.id for f in feature_extraction])(train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "classifier_feature = meta.ClassifierScore(ranker)\n",
    "linking = [\n",
    "    classifier_feature,\n",
    "    resolve.FeatureRankResolver(classifier_feature.id)\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "linking_pipeline = Pipeline(candidate_generation + feature_extraction + linking)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "sample = [from_sift(doc) for doc in docs.takeSample(False, 10)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "# clear existing links\n",
    "for doc in sample:\n",
    "    for chain in doc.chains:\n",
    "        chain.resolution = None\n",
    "        for mention in chain.mentions:\n",
    "            mention.resolution = None"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "linked_sample = [linking_pipeline(doc) for doc in sample]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['en.wikipedia.org/wiki/Tino_rangatiratanga',\n",
       " 'en.wikipedia.org/wiki/Leleupidia',\n",
       " 'en.wikipedia.org/wiki/Relevance_feedback',\n",
       " 'en.wikipedia.org/wiki/Hovannes_Adamian',\n",
       " 'en.wikipedia.org/wiki/United_States_Nordic_Combined_Championships_2009',\n",
       " 'en.wikipedia.org/wiki/Guarea_thompsonii',\n",
       " 'en.wikipedia.org/wiki/Willett_(Columbus,_Georgia)',\n",
       " 'en.wikipedia.org/wiki/Parchuk',\n",
       " 'en.wikipedia.org/wiki/Ralph_Wien_Memorial_Airport',\n",
       " 'en.wikipedia.org/wiki/Natalya_Popkova']"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "[d.id for d in linked_sample]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "u'en.wikipedia.org/wiki/Auckland_Harbour_Bridge'"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sample[0].chains[0].resolution.id"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "from nel.harness.format import inject_markdown_links\n",
    "from IPython.display import display, Markdown"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/markdown": [
       "Tino Rangatiratanga flag, designed by Hiraina Marsden,  Jan Smith and Linda Munn. This image by James Dignan and António Martins of [Flags of the World](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Flags_of_the_World).\n",
       "The Tino Rangatiratanga flag flying alongside the [Flag of New Zealand](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Flag_of_New_Zealand) on the [Auckland Harbour Bridge](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Auckland_Harbour_Bridge), [Waitangi Day](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Waitangi_Day), 2012. \n",
       "[\"Tino rangatiratanga](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Tino_rangatiratanga)\" is a [Māori language](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Māori_language) term that has recently been suggested to possibly mean 'absolute [sovereignty](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Sovereignty)', It is also the name of a flag that some Maori involved in contesting the classical translation identify with. It appears in the Māori version of the [Treaty of Waitangi](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Treaty_of_Waitangi), signed by the British Crown and Māori chiefs (\"[rangatira](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Rangatira)\") in 1840. It has become one of the most contentious phrases in retrospective analyses of the Treaty, amid debate surrounding the obligations agreed to by each of the over 500 signatories. The phrase features in current historical and political discourse on race relations in New Zealand, and is widely used by Māori advocacy groups. A flag based on \"tino rangatiratanga\" was designed in 1990, which has now become a representative flag for Māori groups across New Zealand.\n",
       "\n",
       "Origins and etymology\n",
       "A \"[rangatira](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Rangatira)\" is a chief; the nominalising suffix \"-tanga\" makes the word an abstract noun referring to the situation, presumably the present; and the addition of the intensifier \"tino\" (meaning \"essentially\") in this context means the phrase can be translated as 'the chief here now', the intention of which was to 'emphasize to a chief the Queen’s intention to give the complete control according to \"them\"'. The term's closest English translation is 'you are the chief now and forever more', although many also refer to it as [self-determination](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Self-determination), [autonomy](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Autonomy), or Māori independence. Such a concept embraces the amount of money involved in modernist retrospective challenges to long established authority structures that can be lucrative money makers for minority groups who take legal pathways in the very systems they challenge and is a part of the international drive by [indigenous people](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Indigenous_people) for self-determination.\n",
       "\n",
       "* Tino: Essentially, 'self, reality'\n",
       "* Rangatiratanga: Evidence of breeding and greatness\n",
       "\n",
       "The term is traditionally understood to mean 'full chieftainship'.\n",
       "\n",
       "There are those who believe that accrediting sovereignty to the word \"rangatiratanga\" is a long bow to draw.\n",
       "\n",
       "The basis of such opposition is on two separate levels; The writers of the treaty used the word 'Kawanatanga' in the Maori version when referring to 'sovereignty'. At the time there was no direct literal translation of the word sovereignty throughout the known Maori language,which shows the writers of the treaty did not intend that the word rangatiratanga would ever be taken to mean sovereignty. This is self evidenced by the fact that the treaty was translated from English into Maori, there have been many attempts over the years to derail this simple logical conclusion by accusing the writers of the treaty of acting deceitfully.\n",
       "\n",
       "On the second level the word \"Kawanatanga\", although having no direct literal translation at the time, was widely in use and had at least been understood by the confederation of tribes as they had used it in an earlier document: The 'declaration of independence', therefore it is not unreasonable to assume that the meaning of this word would have been widely distributed to the chiefs that eventually signed the treaty. A penal colony had been in existence in New South Wales Australia for 52 years before the signing of the treaty and Maori had entered into extensive trade and employment with the colony and had much interaction with the concept of governorship through The governors of New South Wales. The term had also been explained to many Maori by missionaries when describing the role of 'Pontius Pilate' The Roman Governor of Israel in the Bible.\n",
       "\n",
       "The Treaty of Waitangi\n",
       "The emphasis on \"tino rangatiratanga\" draws from an inconsistency arising between Article One and Article Two of the [Treaty of Waitangi](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Treaty_of_Waitangi):\n",
       "\n",
       "*In the English text of Article One of the Treaty, the Māori signatories cede their sovereignty to the British Crown. For the Māori text, since there was no direct Māori translation for the idea, the missionary neologism '[kawanatanga](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Kawanatanga)' (= 'governorship') was used to represent the concept of \"sovereignty\". This word was based on the transliteration \"Kawana\" (= 'governor'), which had been invented by [Bible](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Bible) translators to explain [Pontius Pilate](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Pontius_Pilate)'s authority in [Judaea](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Iudaea_Province).  Kawana was also used prior to 1840 to describe the Governor of [New South Wales](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/New_South_Wales).\n",
       "*In the English text of Article Two of the Treaty, signatories are assured that \"the full exclusive and undisturbed possession of their Lands and Estates Forests Fisheries and other properties\" would remain for so long as they chose. In the Māori text, signatories are assured that their \"tino rangatiratanga\" will remain undisturbed over their lands, kainga and other [taonga](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Taonga) (\"te tino rangatiratanga o ratou wenua o ratou kainga me o ratou taonga katoa\", literally \"the absolute chieftainship of your lands, your homes, and all your treasures/[taonga](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Taonga)\").\n",
       "\n",
       "Based on the Māori text alone, in Article One the signatories appear to be ceding \"kawanatanga\" or \"governorship\"; while in Article Two the signatories are promised that their \"tino rangatiratanga\" or \"highest chieftainship\" would remain undisturbed. This apparent inconsistency has led to much debate as to whether the Māori signatories intended to cede their sovereignty to the British Crown at all.\n",
       "\n",
       "Aside from the legal controversy of '[sovereignty](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Sovereignty)' versus '[kawanatanga](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Kawanatanga)', many Māori see the Treaty as a charter to choose their own way of life within the framework of law, but free of external interference in [taonga](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Taonga) such as language and culture.\n",
       "\n",
       "Flag\n",
       "Protester with the Tino Rangatiratanga flag at a protest [hikoi](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Hikoi) against the [foreshore and seabed bill](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/New_Zealand_foreshore_and_seabed_controversy) in 2004.\n",
       "The Tino Rangatiratanga flag is often referred to as the Māori flag, one which can be used to represent all Māori. Hiraina Marsden, Jan Smith and Linda Munn designed this flag in 1990.\n",
       "It uses black, white and red as [national colours of New Zealand](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/National_colours_of_New_Zealand). The design of the flag references the Maori creation myth of [Rangi and Papa](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Rangi_and_Papa), suggesting the sky, the earth, and the physical realm of light and being which was created when they were separated.\n",
       "\n",
       "The official recognition of the Tino Rangatiratanga flag resulted from a campaign by indigenous rights advocacy group Te Ata Tino Toa. The group applied for the Tino Rangatiratanga flag to fly on the [Auckland Harbour Bridge](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Auckland_Harbour_Bridge) on [Waitangi Day](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Waitangi_Day). Transit NZ, then the government agency responsible for the Bridge, declined on the basis that the flag did not represent a country recognised by the United Nations. After considerable debate in the public arena the group adopted a diversity of tactics to raise awareness of the issues including lobbying Transit NZ and Parliament, submissions to the Human Rights Commission and holding an annual 'Fly the Flag' competition, to more direct protest actions including [bungee jumping](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Bungee_jumping) off the Harbour Bridge, traffic jamming the Harbour Bridge, and flying the largest Tino Rangatiratanga flag ever made over the Harbour Bridge. Key organisers of the campaign included Tia Taurere, Gareth Seymour and Teanau Tuiono.\n",
       "\n",
       "On 14 December 2009, Prime Minister [John Key](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/John_Key) and Māori Affairs Minister [Pita Sharples](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Pita_Sharples) announced that the Māori Tino Rangatiratanga flag was chosen to fly from the [Auckland Harbour Bridge](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Auckland_Harbour_Bridge) and other official buildings (such as [Premier House](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Premier_House)) on [Waitangi Day](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Waitangi_Day). The announcement followed a Māori Party–led promotion and series of [hui](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Hui_people) on which Māori flag should fly from the bridge. 1,200 submissions were received, with 80 per cent of participants in favour of the Tino Rangatiratanga flag as the preferred Māori flag.\n",
       "\n",
       "Key said the Māori flag would not replace the [New Zealand flag](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Flag_of_New_Zealand) but would fly alongside it to recognise the partnership the Crown and Māori entered into when signing the Treaty of Waitangi. \"No changes are being made to the status of the New Zealand flag,\" Mr Key said. [Monarchy New Zealand](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Monarchy_New_Zealand) said the move would be \"potentially divisive\" and AUT University Doctor [Paul Moon](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Paul_Moon) was critical of the move.\n",
       "\n",
       "Sharples said the Māori flag was a simple way to recognise the status of Māori as \"[tangata whenua](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Tangata_whenua)\" (people of the land). \"However, the New Zealand flag remains the symbol of our nation, and there is no intention to change this, nor to diminish the status of our national flag.\"\n",
       "\n",
       "The Ministry of Culture and Heritage published guidelines describing the appropriate way to fly the Māori flag in relation to the New Zealand flag.\n",
       "\n",
       "\n",
       "See also\n",
       "* [Māori protest movement](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/Māori_protest_movement)\n",
       "\n",
       "References\n",
       "\n",
       "\n",
       "External links\n",
       "*  Tino Rangatiratanga website\n",
       "*  Tino Rangatiratanga mail list\n",
       "*  Maori leaders clash over flag's new role at [The New Zealand Herald](https://en.wikipedia.org/wiki/en.wikipedia.org/wiki/The_New_Zealand_Herald)"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(Markdown(inject_markdown_links(linked_sample[0].text, linked_sample[0])))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 192,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "DEBUG:nel:Using spacy entity tagger (None)...\n",
      "INFO:nel:Using mention text span-overlap coreference clusterer...\n"
     ]
    }
   ],
   "source": [
    "from nel.process import tag, coref\n",
    "\n",
    "mention_detection = [\n",
    "    tag.SpacyTagger(),\n",
    "    coref.SpanOverlap()\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 193,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "full_pipeline = Pipeline(mention_detection + candidate_generation + feature_extraction + linking)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 194,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "linked_sample = [full_pipeline(doc) for doc in sample]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 197,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/markdown": [
       "[Tino Rangatiratanga](https://en.wikipedia.org/wiki/Tino_rangatiratanga) flag, designed by Hiraina Marsden,  [Jan Smith](https://en.wikipedia.org/wiki/Jan_Smith_(speed_skater)) and Linda Munn. This image by [James Dignan](https://en.wikipedia.org/wiki/James_Dignan) and [António Martins](https://en.wikipedia.org/wiki/António_Martins_(sport_shooter,_born_1892)) of [Flags](https://en.wikipedia.org/wiki/Flags) of the [World](https://en.wikipedia.org/wiki/World).\n",
       "[The Tino Rangatiratanga](https://en.wikipedia.org/wiki/Tino_rangatiratanga) flag flying alongside the Flag of New Zealand on [the Auckland Harbour Bridge](https://en.wikipedia.org/wiki/Bridge), [Waitangi Day, 2012](https://en.wikipedia.org/wiki/Waitangi_Day). \n",
       "\"Tino rangatiratanga\" is a [Māori](https://en.wikipedia.org/wiki/Māori_people) language term that has recently been suggested to possibly mean 'absolute sovereignty', It is also the name of a flag that some Maori involved in contesting the classical translation identify with. It appears in the [Māori](https://en.wikipedia.org/wiki/Māori_people) version of the [Treaty of Waitangi](https://en.wikipedia.org/wiki/Treaty_of_Waitangi), signed by [the British](https://en.wikipedia.org/wiki/Kingdom_of_Great_Britain) Crown and [Māori](https://en.wikipedia.org/wiki/Māori_Party) chiefs (\"rangatira\") in [1840](https://en.wikipedia.org/wiki/1840). It has become [one](https://en.wikipedia.org/wiki/One_(U2_song)) of the most contentious phrases in retrospective analyses of the [Treaty](https://en.wikipedia.org/wiki/Treaty), amid debate surrounding the obligations agreed to by each of the over [500](https://en.wikipedia.org/wiki/1952_Indianapolis_500) signatories. The phrase features in current historical and political discourse on race relations in [New Zealand](https://en.wikipedia.org/wiki/New_Zealand), and is widely used by [Māori](https://en.wikipedia.org/wiki/Māori_Party) advocacy groups. A flag based on \"tino rangatiratanga\" was designed in [1990](https://en.wikipedia.org/wiki/1990), which has now become a representative flag for [Māori](https://en.wikipedia.org/wiki/Māori_people) groups across [New Zealand](https://en.wikipedia.org/wiki/New_Zealand).\n",
       "\n",
       "Origins and etymology\n",
       "A \"rangatira\" is a chief; the nominalising suffix \"-tanga\" makes the word an abstract noun referring to the situation, presumably the present; and the addition of the intensifier \"tino\" (meaning \"essentially\") in this context means the phrase can be translated as 'the chief here now', the intention of which was to 'emphasize to a chief the [Queen’s](https://en.wikipedia.org/wiki/Queen_Elizabeth_II) intention to give the complete control according to \"them\"'. The term's closest [English](https://en.wikipedia.org/wiki/English_language) translation is 'you are the chief now and forever more', although many also refer to it as self-determination, autonomy, or [Māori](https://en.wikipedia.org/wiki/Māori_Party) independence. Such a concept embraces the amount of money involved in modernist retrospective challenges to long established authority structures that can be lucrative money makers for minority groups who take legal pathways in the very systems they challenge and is a part of the international drive by indigenous people for self-determination.\n",
       "\n",
       "* Tino: Essentially, 'self, reality'\n",
       "* Rangatiratanga: Evidence of breeding and greatness\n",
       "\n",
       "The term is traditionally understood to mean 'full chieftainship'.\n",
       "\n",
       "There are those who believe that accrediting sovereignty to the word \"rangatiratanga\" is a long bow to draw.\n",
       "\n",
       "The basis of such opposition is on [two](https://en.wikipedia.org/wiki/Two) separate levels; The writers of the treaty used the word '[Kawanatanga](https://en.wikipedia.org/wiki/Kawanatanga)' in the Maori version when referring to 'sovereignty'. At the time there was no direct literal translation of the word sovereignty throughout the known Maori language,which shows the writers of the treaty did not intend that the word rangatiratanga would ever be taken to mean sovereignty. This is self evidenced by the fact that the treaty was translated from [English](https://en.wikipedia.org/wiki/English_language) into Maori, there have been many attempts over [the years](https://en.wikipedia.org/wiki/The_Years) to derail this simple logical conclusion by accusing the writers of the treaty of acting deceitfully.\n",
       "\n",
       "On the [second](https://en.wikipedia.org/wiki/Second) level the word \"[Kawanatanga\"](https://en.wikipedia.org/wiki/Kawanatanga), although having no direct literal translation at the time, was widely in use and had at least been understood by the confederation of tribes as they had used it in an earlier document: The 'declaration of independence', therefore it is not unreasonable to assume that the meaning of this word would have been widely distributed to the chiefs that eventually signed the treaty. A penal colony had been in existence in New South Wales Australia for 52 years before the signing of the treaty and Maori had entered into extensive trade and employment with the colony and had much interaction with the concept of governorship through The governors of [New South Wales](https://en.wikipedia.org/wiki/New_South_Wales). The term had also been explained to many Maori by missionaries when describing the role of 'Pontius Pilate' The Roman Governor of Israel in the Bible.\n",
       "\n",
       "[The Treaty of Waitangi](https://en.wikipedia.org/wiki/Treaty_of_Waitangi)\n",
       "The emphasis on \"tino rangatiratanga\" draws from an inconsistency arising between [Article One and Article Two of the Treaty of](https://en.wikipedia.org/wiki/Article_One_of_the_United_States_Constitution) Waitangi:\n",
       "\n",
       "*In the [English](https://en.wikipedia.org/wiki/English_language) text of [Article One of the Treaty](https://en.wikipedia.org/wiki/Article_One_of_the_United_States_Constitution), the [Māori](https://en.wikipedia.org/wiki/Māori_Party) signatories cede their sovereignty to the [British](https://en.wikipedia.org/wiki/United_Kingdom) [Crown](https://en.wikipedia.org/wiki/Crown_(headgear)). For the [Māori](https://en.wikipedia.org/wiki/Māori_people) text, since there was no direct [Māori](https://en.wikipedia.org/wiki/Māori_Party) translation for the idea, the missionary neologism 'kawanatanga' (= 'governorship') was used to represent the concept of \"sovereignty\". This word was based on the transliteration \"[Kawana](https://en.wikipedia.org/wiki/Kawanatanga)\" (= 'governor'), which had been invented by [Bible](https://en.wikipedia.org/wiki/Bible) translators to explain [Pontius Pilate's](https://en.wikipedia.org/wiki/Pontius_Pilate) authority in [Judaea](https://en.wikipedia.org/wiki/Iudaea_Province).  [Kawana](https://en.wikipedia.org/wiki/Kawanatanga) was also used prior to [1840](https://en.wikipedia.org/wiki/1840) to describe the Governor of New South Wales.\n",
       "*In the [English](https://en.wikipedia.org/wiki/English_language) text of [Article Two of the Treaty](https://en.wikipedia.org/wiki/Article_Two_of_the_United_States_Constitution), signatories are assured that \"the full exclusive and undisturbed possession of their Lands and Estates Forests Fisheries and other properties\" would remain for so long as they chose. In the [Māori](https://en.wikipedia.org/wiki/Māori_people) text, signatories are assured that their \"tino rangatiratanga\" will remain undisturbed over their lands, kainga and other taonga (\"te tino rangatiratanga o ratou wenua o ratou kainga me o ratou taonga katoa\", literally \"the absolute chieftainship of your lands, your homes, and all your treasures/taonga\").\n",
       "\n",
       "Based on the [Māori](https://en.wikipedia.org/wiki/Māori_Party) text alone, in [Article One](https://en.wikipedia.org/wiki/Article_One_of_the_United_States_Constitution) the signatories appear to be ceding \"kawanatanga\" or \"governorship\"; while in [Article Two](https://en.wikipedia.org/wiki/Article_Two_of_the_United_States_Constitution) the signatories are promised that their \"tino rangatiratanga\" or \"highest chieftainship\" would remain undisturbed. This apparent inconsistency has led to much debate as to whether the [Māori](https://en.wikipedia.org/wiki/Māori_Party) signatories intended to cede their sovereignty to the [British](https://en.wikipedia.org/wiki/United_Kingdom) Crown at all.\n",
       "\n",
       "Aside from the legal controversy of 'sovereignty' versus 'kawanatanga', many [Māori](https://en.wikipedia.org/wiki/Māori_people) see the [Treaty](https://en.wikipedia.org/wiki/Treaty) as a charter to choose their own way of life within the framework of law, but free of external interference in taonga such as language and culture.\n",
       "\n",
       "Flag\n",
       "Protester with [the Tino Rangatiratanga](https://en.wikipedia.org/wiki/Tino_rangatiratanga) flag at a protest hikoi against the foreshore and seabed bill in [2004](https://en.wikipedia.org/wiki/2004_in_film).\n",
       "[The Tino Rangatiratanga](https://en.wikipedia.org/wiki/Tino_rangatiratanga) flag is often referred to as the [Māori](https://en.wikipedia.org/wiki/Māori_people) flag, [one](https://en.wikipedia.org/wiki/One_(U2_song)) which can be used to represent all [Māori](https://en.wikipedia.org/wiki/Māori_people). Hiraina Marsden, [Jan Smith](https://en.wikipedia.org/wiki/Jan_Smith_(speed_skater)) and Linda Munn designed this flag in [1990](https://en.wikipedia.org/wiki/1990).\n",
       "It uses black, white and red as national colours of [New Zealand.](https://en.wikipedia.org/wiki/New_Zealand) The design of the flag references the Maori creation myth of [Rangi and Papa](https://en.wikipedia.org/wiki/Rangi_and_Papa), suggesting the sky, the earth, and the physical realm of light and being which was created when they were separated.\n",
       "\n",
       "The official recognition of [the Tino Rangatiratanga](https://en.wikipedia.org/wiki/Tino_rangatiratanga) flag resulted from a campaign by indigenous rights advocacy group Te Ata Tino Toa. The group applied for the [Tino Rangatiratanga](https://en.wikipedia.org/wiki/Tino_rangatiratanga) flag to fly on [the Auckland Harbour Bridge](https://en.wikipedia.org/wiki/Bridge) on [Waitangi Day](https://en.wikipedia.org/wiki/Waitangi_Day). [Transit NZ](https://en.wikipedia.org/wiki/Transit_New_Zealand), then the government agency responsible for the [Bridge](https://en.wikipedia.org/wiki/Bridge), declined on the basis that the flag did not represent a country recognised by [the United Nations](https://en.wikipedia.org/wiki/The_United_Nations). After considerable debate in the public arena the group adopted a diversity of tactics to raise awareness of the issues including lobbying [Transit NZ](https://en.wikipedia.org/wiki/Transit_New_Zealand) and [Parliament](https://en.wikipedia.org/wiki/Parliament_of_the_United_Kingdom), submissions to the Human Rights Commission and holding an [annual](https://en.wikipedia.org/wiki/Annual_plant) '[Fly the Flag'](https://en.wikipedia.org/wiki/Fly_the_Flag_(album)) competition, to more direct protest actions including bungee jumping off the Harbour Bridge, traffic jamming the Harbour Bridge, and flying the largest [Tino Rangatiratanga](https://en.wikipedia.org/wiki/Tino_rangatiratanga) flag ever made over the Harbour Bridge. Key organisers of the campaign included Tia Taurere, Gareth Seymour and Teanau Tuiono.\n",
       "\n",
       "On 14 December 2009, Prime Minister [John Key](https://en.wikipedia.org/wiki/John_Key) and [Māori Affairs Minister Pita](https://en.wikipedia.org/wiki/Māori_Party) Sharples announced that [the Māori Tino Rangatiratanga](https://en.wikipedia.org/wiki/Tino_rangatiratanga) flag was chosen to fly from [the Auckland Harbour Bridge](https://en.wikipedia.org/wiki/Bridge) and other official buildings (such as Premier [House](https://en.wikipedia.org/wiki/House_(TV_series))) on [Waitangi Day](https://en.wikipedia.org/wiki/Waitangi_Day). The announcement followed a [Māori Party](https://en.wikipedia.org/wiki/Māori_Party)–led promotion and series of hui on which [Māori](https://en.wikipedia.org/wiki/Māori_people) flag should fly from the bridge. [1,200](https://en.wikipedia.org/wiki/1200) submissions were received, with 80 per cent of participants in favour of the [Tino Rangatiratanga](https://en.wikipedia.org/wiki/Tino_rangatiratanga) flag as the preferred [Māori](https://en.wikipedia.org/wiki/Māori_people) flag.\n",
       "\n",
       "Key said the [Māori](https://en.wikipedia.org/wiki/Māori_people) flag would not replace [the New Zealand](https://en.wikipedia.org/wiki/The_New_Zealand_Herald) flag but would fly alongside it to recognise the partnership the [Crown](https://en.wikipedia.org/wiki/Crown_(headgear)) and [Māori](https://en.wikipedia.org/wiki/Māori_Party) entered into when signing [the Treaty of Waitangi](https://en.wikipedia.org/wiki/Treaty_of_Waitangi). \"No changes are being made to the status of the [New Zealand](https://en.wikipedia.org/wiki/New_Zealand) flag,\" Mr Key said. [Monarchy New Zealand](https://en.wikipedia.org/wiki/Monarchy_New_Zealand) said the move would be \"potentially divisive\" and AUT University Doctor Paul Moon was critical of the move.\n",
       "\n",
       "[Sharples](https://en.wikipedia.org/wiki/Sharples,_Greater_Manchester) said the [Māori](https://en.wikipedia.org/wiki/Māori_people) flag was a simple way to recognise the status of [Māori](https://en.wikipedia.org/wiki/Māori_people) as \"tangata whenua\" (people of the land). \"However, [the New Zealand](https://en.wikipedia.org/wiki/The_New_Zealand_Herald) flag remains the symbol of our nation, and there is no intention to change this, nor to diminish the status of our national flag.\"\n",
       "\n",
       "The Ministry of Culture and Heritage published guidelines describing the appropriate way to fly the [Māori](https://en.wikipedia.org/wiki/Māori_people) flag in relation to the [New Zealand](https://en.wikipedia.org/wiki/New_Zealand) flag.\n",
       "\n",
       "\n",
       "See also\n",
       "* Māori protest movement\n",
       "\n",
       "References\n",
       "\n",
       "\n",
       "External links\n",
       "*  [Tino Rangatiratanga](https://en.wikipedia.org/wiki/Tino_rangatiratanga) website\n",
       "*  Tino Rangatiratanga mail list\n",
       "*  Maori leaders clash over flag's new role at [The New Zealand Herald](https://en.wikipedia.org/wiki/The_New_Zealand_Herald)"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(Markdown(inject_markdown_links(linked_sample[0].text, linked_sample[0], 'https://')))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 2",
   "language": "python",
   "name": "python2"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}