Topic Model (LDA).ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# LDA (topic modelling) and visualisation\n",
    "beispielhaft werden die Daten geladen, tokenized und bigramme angereichert\n",
    "\n",
    "https://github.com/RaRe-Technologies/gensim/blob/develop/docs/notebooks/lda_training_tips.ipynb"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\ana\\lib\\json\\encoder.py:199: DeprecationWarning: Interpreting naive datetime as local 2018-03-20 22:21:27.729708. Please add timezone info to timestamps.\n",
      "  chunks = self.iterencode(o, _one_shot=True)\n"
     ]
    }
   ],
   "source": [
    "import pickle, gensim, nltk, pyLDAvis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "data = pickle.load(file = open('B90_feed.pkl', \"rb\" ))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "stopwords = nltk.corpus.stopwords.words('german')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "preprocessing the texts to reduce dimensionality"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "tokSentences = []\n",
    "for sentence in data:\n",
    "    tok = [word for sent in nltk.sent_tokenize(sentence) for word in nltk.word_tokenize(sentence)]\n",
    "    #print(tok)\n",
    "    tok = [t.lower() for t in tok if len(t)>2] \n",
    "    tok = [w for w in tok if not w in stopwords]  \n",
    "    #tok = [[token for token in doc if not token.isnumeric()] for doc in tok]\n",
    "    tokSentences.append(tok)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\ana\\lib\\site-packages\\gensim\\models\\phrases.py:316: UserWarning: For a faster implementation, use the gensim.models.phrases.Phraser class\n",
      "  warnings.warn(\"For a faster implementation, use the gensim.models.phrases.Phraser class\")\n"
     ]
    }
   ],
   "source": [
    "import gensim\n",
    "bigram = gensim.models.Phrases(tokSentences, min_count=50)\n",
    "trigram = gensim.models.Phrases(bigram[tokSentences], min_count=50)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\ana\\lib\\site-packages\\gensim\\models\\phrases.py:316: UserWarning: For a faster implementation, use the gensim.models.phrases.Phraser class\n",
      "  warnings.warn(\"For a faster implementation, use the gensim.models.phrases.Phraser class\")\n"
     ]
    }
   ],
   "source": [
    "text = []\n",
    "for sent in tokSentences:\n",
    "    text.append(trigram[sent]) # append the bigrams version of the text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# Remove rare and common tokens.\n",
    "\n",
    "from gensim.corpora import Dictionary\n",
    "\n",
    "# Create a dictionary representation of the documents.\n",
    "dictionary = Dictionary(text)\n",
    "\n",
    "# Filter out words that occur less than 20 documents, or more than 50% of the documents.\n",
    "dictionary.filter_extremes(no_below=5, no_above=0.5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "corpus = [dictionary.doc2bow(txt) for txt in text]\n",
    "#print(corpus)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Topci Model (LDA)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
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0.046*\"hannover\" + 0.041*\"statt\" + 0.039*\"welthandel\" + 0.036*\"heute\" + 0.030*\"hass\" + 0.028*\"video\"'), (30, '0.358*\"europa\" + 0.090*\"heute\" + 0.058*\"teilt\" + 0.052*\"glückwunsch\" + 0.052*\"sagen\" + 0.052*\"bild\" + 0.038*\"ganz\" + 0.035*\"möchte\" + 0.028*\"herzlichen\" + 0.022*\"mai\"'), (31, '0.078*\"grüne\" + 0.068*\"teilt\" + 0.060*\"wahl\" + 0.055*\"bild\" + 0.046*\"cdu\" + 0.038*\"grundgesetz\" + 0.033*\"gratulieren\" + 0.027*\"gibt\" + 0.027*\"bessere\" + 0.027*\"aktion\"'), (32, '0.168*\"katrin\" + 0.122*\"göring-eckardt\" + 0.065*\"cem_özdemir\" + 0.040*\"video\" + 0.038*\"cem\" + 0.026*\"teilen\" + 0.023*\"0176\" + 0.022*\"klimaschutz\" + 0.021*\"wahlkampf\" + 0.020*\"live\"'), (33, '0.077*\"nein\" + 0.077*\"frauen\" + 0.057*\"ceta\" + 0.030*\"teilt\" + 0.027*\"handelsabkommen\" + 0.025*\"gesetz\" + 0.022*\"dass\" + 0.022*\"gewalt\" + 0.020*\"heißt\" + 0.017*\"bild\"'), (34, '0.062*\"teilt\" + 0.062*\"müssen\" + 0.059*\"bild\" + 0.040*\"geht\" + 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0.054*\"fragen\" + 0.046*\"robert\" + 0.038*\"stellt\" + 0.037*\"basisistboss\" + 0.037*\"habeck\" + 0.035*\"geht\"')]\n"
     ]
    }
   ],
   "source": [
    "from gensim import corpora, models, similarities\n",
    "ldamodel = models.ldamodel.LdaModel(corpus, num_topics=50, id2word = dictionary, passes=20)\n",
    "\n",
    "print(ldamodel.print_topics(num_topics=50, num_words=10))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "ldamodel.save('ldamodel')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
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\"erlaubt\", \"gesagt\", \"sauberer\", \"neue\", \"vorratsdatenspeicherung\", \"macht\", \"jahren\", \"bild\", \"menschen\", \"freiheit\", \"mehr\", \"teilt\", \"gr\\u00fcnen\", \"spd\", \"dabei\", \"nie\", \"gilt\", \"zeigt\", \"gr\\u00fcn\", \"d\\u00fcrfen\", \"gr\\u00fcne\", \"geht\", \"dass\", \"lesben\", \"reden\", \"pegida\", \"2020\", \"lange\", \"rechte\", \"antworten\", \"energien\", \"klimakatastrophe\", \"wurden\", \"zeigen\", \"m\\u00fcssen\", \"stimmung\", \"sauberer\", \"wind\", \"sonne\", \"umso\", \"klimaziele\", \"sch\\u00fctzen\", \"leben\", \"mal\", \"erreichen\", \"wasser\", \"dresden\", \"kohleausstieg\", \"homophobie\", \"finden\", \"gratulieren\", \"leider\", \"zeigt\", \"gesellschaft\", \"vielen\", \"w\\u00fcnschen\", \"geht\", \"gute\", \"klima\", \"afd\", \"bild\", \"teilt\", \"teile\", \"kohle\", \"klar\", \"dass\", \"fordert\", \"heute\", \"mehr\", \"nochmal\", \"freuen\", \"brandenburger\", \"europawahl\", \"platz\", \"pariser\", \"beitrag\", \"letzte\", \"www.gruene.de/plakat\", \"sei\", \"keller\", \"ska\", \"infos\", \"erneuerbaren\", \"genug\", \"un-klimagipfel\", \"mai\", \"freie\", \"erkl\\u00e4rt\", \"uhr\", \"h\\u00e4lt\", \"cem_\\u00f6zdemir\", \"gr\\u00fcnes\", \"los\", \"einfach\", \"sigmar\", \"wahlkampf\", \"dabei\", \"sondierungen\", \"morgen\", \"gr\\u00fcne\", \"tag\", \"gibt\", \"europa\", \"zeichen\", \"berlin\", \"viele\", \"gerne\", \"gemeinsam\", \"favoriten\", \"gesunde\", \"stimme\", \"willst\", \"\\u00f6sterreich\", \"n\\u00e4chsten\", \"geben\", \"september\", \"denen\", \"hilfe\", \"suchen\", \"recht\", \"urwahl\", \"stimmung\", \"kampf\", \"jahre\", \"ruft\", \"f\\u00fcnf\", \"beitrag\", \"brandenburg\", \"letzte\", \"freut\", \"glyphosat\", \"richtig\", \"alt\", \"januar\", \"mitglied\", \"chance\", \"lange\", \"helfen\", \"saubere\", \"spitzenduo\", \"sehen\", \"brauchen\", \"teile\", \"land\", \"video\", \"zitat\", \"teilt\", \"bundestagswahl_2017\", \"heute\", \"politik\", \"fl\\u00fcchtlinge\", \"dabei\", \"viele\", \"bundestagswahl\", \"schon\", \"dank\", \"gro\\u00dfer\", \"erreicht\", \"sch\\u00f6nsten\", \"unternehmen\", \"haltung\", \"entscheidung\", \"gerechtigkeit\", \"lieblingsmotiv\", \"erkl\\u00e4rt\", \"hamburg\", \"oppovision\", \"bekannt\", \"team\", \"respekt\", \"gilt\", \"100\", \"stadt\", \"lieber\", \"freunden\", \"stimme\", \"turbulenten\", \"genug\", \"beantwortet\", \"f\\u00fchlen\", \"bilder\", \"ganze\", \"prozent\", \"gab\", \"cannabis\", \"letzten\", \"aufmerksam\", \"jahre\", \"spitzenduo\", \"macht\", \"gro\\u00dfe_koalition\", \"meinung\", \"wahl\", \"teilt\", \"umwelt\", \"mehr\", \"jahr\", \"deutschland\", \"bild\", \"heute\", \"jahren\", \"bitte\", \"video\", \"saarland\", \"weltoffenheit\", \"bildung\", \"darum\", \"tausende\", \"landtag\", \"aufruf\", \"antwort\", \"fl\\u00fcchtlingen\", \"partei\", \"entschieden\", \"gerne\", \"worden\", \"heimat\", \"kind\", \"fdp\", \"lebt\", \"hamburg\", \"braucht\", \"wahlprogramm\", \"sondierungen\", \"idee\", \"starke\", \"freunde\", \"konnte\", \"union\", \"darumgr\\u00fcn\", \"drei\", \"m\\u00f6chten\", \"b\\u00fcrgerrechte\", \"hass\", \"gr\\u00fcn\", \"liebe\", \"heute\", \"zukunft\", \"w\\u00e4hlen\", \"berlin\", \"zeigt\", \"europa\", \"mehr\", \"menschen\", \"teilt\", \"cem_\\u00f6zdemir\", \"video\", \"gr\\u00fcne\", \"gehen\", \"bellen\", \"van\", \"alexander\", \"mitmenschlichkeit\", \"bleiben\", \"\\u00f6sterreich\", \"wichtig\", \"wahlprogramm\", \"parlament\", \"geben\", \"fehlt\", \"schuld\", \"echten\", \"beschlossen\", \"allein\", \"gesagt\", \"bdk17\", \"toleranz\", \"weltoffenheit\", \"video\", \"ganze\", \"willst\", \"klimakrise\", \"wegen\", \"unserer\", \"gerade\", \"entscheidung\", \"lassen\", \"europaparlament\", \"integration\", \"klima\", \"gefahr\", \"gr\\u00fcn\", \"beim\", \"findet\", \"klimaschutz\", \"m\\u00fcssen\", \"teilt\", \"immer\", \"fl\\u00fcchtlinge\", \"mehr\", \"gr\\u00fcnen\", \"heute\", \"daf\\u00fcr\", \"geht\", \"teil\", \"lieber\", \"frauentag\", \"m\\u00e4nner\", \"oft\", \"gewalt\", \"finden\", \"drei\", \"krieg\", \"nie\", \"angst\", \"frauen\", \"allein\", \"k\\u00e4mpfen\", \"ganze\", \"kinder\", \"bundestagsfraktion\", \"afd\", \"oppovision\", \"rechte\", \"seit\", \"letzten\", \"lasst\", \"zeichen\", \"rassismus\", \"st\\u00e4dten\", \"viele\", \"diskutiert\", \"kommen\", \"hoffnung\", \"herzlichen\", \"d\\u00fcrfen\", \"daf\\u00fcr\", \"setzt\", \"gemeinsam\", \"menschen\", \"heute\", \"teilt\", \"video\", \"bild\", \"dass\", \"gibt\", \"teile\", \"brandenburg\", \"griechenland\", \"toller\", \"erfolg\", \"heutigen\", \"ersten\", \"freie\", \"steht\", \"frei\", \"koalitionsvertrag\", \"letzten\", \"hei\\u00dft\", \"internationalen\", \"juncker\", \"krieg\", \"spiel\", \"gratulation\", \"dar\\u00fcber\", \"weder\", \"reformen\", \"arbeiten\", \"bek\\u00e4mpfen\", \"zusammen\", \"gerne\", \"armut\", \"gl\\u00fcckwunsch\", \"worden\", \"neuen\", \"retten\", \"halten\", \"offene\", \"beim\", \"d\\u00fcrfen\", \"bremen\", \"k\\u00e4mpfen\", \"gr\\u00fcnes\", \"merkel\", \"bild\", \"bewegt\", \"teilen\", \"seid\", \"teilt\", \"mitglied\", \"gesellschaft\", \"jahre\", \"seht\", \"gedanken\", \"angeh\\u00f6rigen\", \"schrecklichen\", \"opfern\", \"gewinnen\", \"terror\", \"treffen\", \"frieden\", \"arbeiten\", \"menschlichkeit\", \"wochenende\", \"offene\", \"kraft\", \"fehlt\", \"\\u00e4ndern\", \"hass\", \"gedenken\", \"freiheit\", \"genauso\", \"fl\\u00fcchtlingen\", \"denen\", \"freunde\", \"hetze\", \"oft\", \"gebracht\", \"europ\\u00e4ischen\", \"k\\u00f6nnt\", \"lasst\", \"familien\", \"mut\", \"jahren\", \"gesellschaft\", \"leben\", \"gemeinsam\", \"europ\\u00e4ische\", \"heute\", \"gehen\", \"teilt\", \"bild\", \"livestream\", \"soziales\", \"www.gruene.de/mitglied\", \"engagement\", \"offenes\", \"miteinander\", \"populismus\", \"\\u00f6kologische\", \"w\\u00e4re\", \"mitglied\", \"nehmen\", \"demokratie\", \"gr\\u00fcnes\", \"gab\", \"www.gruene.de\", \"zeit\", \"wenigen\", \"nie\", \"b\\u00fcrger\", \"parlament\", \"gesagt\", \"tagen\", \"umwelt\", \"2015\", \"offenbar\", \"drei\", \"folgen\", \"hamburg\", \"zerst\\u00f6rt\", \"unternehmen\", \"tag\", \"weitere\", \"findet\", \"mehr\", \"schon\", \"jahre\", \"thema\", \"heute\", \"immer\", \"beantwortet\", \"feiern\", \"bunt\", \"gratulation\", \"million\", \"bleibt\", \"sollen\", \"2020\", \"gebracht\", \"bildung\", \"geschichte\", \"vergessen\", \"umgeht\", \"gemacht\", \"stra\\u00dfe\", \"frieden\", \"schulz\", \"frankreich\", \"morgen\", \"ernst\", \"juncker\", \"ersten\", \"heutigen\", \"kanzlerin\", \"100\", \"stadt\", \"team\", \"regierung\", \"thema\", \"europ\\u00e4ische\", \"gro\\u00dfe\", \"beim\", \"reden\", \"teilen\", \"klimaschutz\", \"parteitag\", \"zukunft\", \"freiheit\", \"europa\", \"heute\", \"lasst\", \"bild\", \"cem_\\u00f6zdemir\", \"berlin\", \"mehr\", \"teilt\", \"dabei\", \"menschen\", \"k\\u00e4mpfen\", \"gr\\u00fcn\", \"nein\", \"ceta\", \"frauen\", \"juncker\", \"versucht\", \"gewalt\", \"handelsabkommen\", \"gesetz\", \"gesagt\", \"schulz\", \"m\\u00e4nner\", \"faire\", \"parlament\", \"tausende\", \"sieht\", \"protest\", \"gerechte\", \"weiterhin\", \"schuld\", \"bilder\", \"hei\\u00dft\", \"weltoffenheit\", \"allein\", \"umgang\", \"rund\", \"raus\", \"verantwortung\", \"diskutiert\", \"\\u00e4ndern\", \"beitrag\", \"gro\\u00dfen\", \"geh\\u00f6rt\", \"fairen\", \"dass\", \"viele\", \"regierung\", \"teilt\", \"teilen\", \"fordern\", \"heute\", \"bild\", \"gilt\", \"massentierhaltung\", \"menschen\", \"parolen\", \"fakten\", \"verbreiten\", \"nachricht\", \"verbreitet\", \"schreibt\", \"danke\", \"schmidt\", \"rein\", \"debatte\", \"helft\", \"bessere\", \"kommentar\", \"dank\", \"oft\", \"eu-kommission\", \"k\\u00f6nnt\", \"glyphosat\", \"sterben\", \"saubere\", \"demonstriert\", \"k\\u00e4mpft\", \"st\\u00e4dten\", \"angeh\\u00f6rigen\", \"autos\", \"m\\u00f6glich\", \"luft\", \"freunden\", \"antworten\", \"politik\", \"zeit\", \"gr\\u00fcnen\", \"beschlossen\", \"teilt\", \"fordern\", \"video\", \"bild\", \"fragen\", \"unterst\\u00fctzt\", \"menschen\", \"gute\", \"frohes\", \"tierschutz\", \"bayern\", \"polizei\", \"oppovision\", \"schaffen\", \"w\\u00e4re\", \"rechten\", \"rund\", \"bedeutet\", \"100\", \"alt\", \"tun\", \"gab\", \"gemacht\", \"wichtiger\", \"planeten\", \"z\\u00e4hlt\", \"wenigen\", \"entschlossen\", \"richtig\", \"k\\u00e4mpfen\", \"seit\", \"egal\", \"besser\", \"tagen\", \"zeig\", \"umso\", \"hilft\", \"eigentlich\", \"dass\", \"starke\", \"b\\u00fcrgerrechte\", \"teilen\", \"m\\u00fcssen\", \"sch\\u00fctzen\", \"heute\", \"bild\", \"deutschland\", \"massentierhaltung\", \"fl\\u00fcchtlinge\", \"mehr\", \"zukunft\", \"jahre\", \"jahren\", \"umwelt\", \"heimat\", \"diskutiert\", \"frage\", \"vier\", \"worden\", \"bundesdelegiertenkonferenz\", \"eigentlich\", \"guten\", \"genauso\", \"bundestagswahlkampf\", \"antworten\", \"gerade\", \"abschalten\", \"davon\", \"zur\\u00fcck\", \"kohlekraftwerke\", \"sauberer\", \"zahlen\", \"bdk17\", \"rund\", \"2016\", \"raus\", \"jahren\", \"halten\", \"bekannt\", \"n\\u00e4chsten\", \"autos\", \"lange\", \"angst\", \"braucht\", \"los\", \"gr\\u00fcne\", \"wer\", \"gesellschaft\", \"diskutieren\", \"teilt\", \"heute\", \"geht\", \"mehr\", \"bild\", \"zukunft\", \"dabei\", \"bringt\", \"trumps\", \"unserer\", \"klimaabkommen\", \"ganzen\", \"welt\", \"halten\", \"pegida\", \"hetze\", \"entschlossen\", \"ruft\", \"europaparlament\", \"pressefreiheit\", \"ausstieg\", \"gefahr\", \"planeten\", \"zeig\", \"setzt\", \"dagegen\", \"erde\", \"stimmt\", \"wichtig\", \"zeichen\", \"ganze\", \"retten\", \"kampagne\", \"seite\", \"schnell\", \"vorbei\", \"donald\", \"dresden\", \"afd\", \"zusammen\", \"gro\\u00dfe\", \"pariser\", \"brauchen\", \"hass\", \"stellen\", \"bild\", \"cem_\\u00f6zdemir\", \"teilt\", \"statt\", \"klimaschutz\", \"heute\", \"berlin\", \"million\", \"hofreiter\", \"gro\\u00dfbritannien\", \"reformen\", \"seite\", \"eu-kommission\", \"anton\", \"sollen\", \"l\\u00e4sst\", \"allein\", \"vergessen\", \"autos\", \"weder\", \"gebracht\", \"versucht\", \"beitrag\", \"freut\", \"starten\", \"schaffen\", \"terror\", \"braucht\", \"dagegen\", \"hilft\", \"seid\", \"schmidt\", \"freundinnen\", \"stimmung\", \"protest\", \"frau\", \"feiern\", \"dabei\", \"freunde\", \"mut\", \"gemacht\", \"merkel\", \"schon\", \"tun\", \"gemeinsam\", \"welt\", \"unserer\", \"deutsche\", \"bild\", \"fl\\u00fcchtlinge\", \"k\\u00e4mpfen\", \"teilt\", \"heute\", \"demokratie\", \"zukunft\", \"dass\", \"http\", \"teile\", \"deutschland\", \"darumgr\\u00fcn\", \"sch\\u00f6ne\", \"erh\\u00e4lt\", \"aktion\", \"kraft\", \"sch\\u00fctzen\", \"handeln\", \"raus\", \"verdient\", \"bayern\", \"frei\", \"klimakrise\", \"2017\", \"sei\", \"sonne\", \"wind\", \"weltweit\", \"sicher\", \"frau\", \"m\\u00fcnchen\", \"zuvor\", \"m\\u00e4nner\", \"h\\u00e4lt\", \"rein\", \"entscheiden\", \"energie\", \"wasser\", \"planeten\", \"gerechte\", \"dabei\", \"stra\\u00dfe\", \"bekommen\", \"neue\", \"m\\u00fcssen\", \"welt\", \"nie\", \"teilt\", \"frauen\", \"seid\", \"klimaschutz\", \"bild\", \"daf\\u00fcr\", \"gehen\", \"deutschland\", \"jahr\", \"peter\", \"simone\", \"winfried\", \"mecklenburg-vorpommern\", \"kretschmann\", \"ministerpr\\u00e4sident\", \"ziel\", \"autoindustrie\", \"deutsche\", \"besten\", \"baden-w\\u00fcrttemberg\", \"besser\", \"kommentar\", \"anstatt\", \"mitmachen\", \"nat\\u00fcrlich\", \"lange\", \"viele\", \"gute\", \"afd\", \"schulz\", \"m\\u00e4rz\", \"super\", \"teil\", \"beginnt\", \"schon\", \"l\\u00e4sst\", \"gemeinsam\", \"geh\\u00f6rt\", \"cem_\\u00f6zdemir\", \"kommen\", \"zukunft\", \"deutschland\", \"heute\", \"fordert\", \"bild\", \"teilt\", \"gr\\u00fcn\", \"teilen\", \"zitat\", \"hannover\", \"welthandel\", \"angela\", \"trifft\", \"kampagne\", \"haltung\", \"gerechten\", \"merkel\", \"toleranz\", \"lieblingsmotiv\", \"respekt\", \"wichtig\", \"k\\u00e4mpft\", \"bek\\u00e4mpfen\", \"antwort\", \"https\", \"kanzlerin\", \"miteinander\", \"hass\", \"statt\", \"\\u00fcberall\", \"liebe\", \"stehen\", \"politik\", \"zeit\", \"bundestagswahl_2017\", \"gehen\", \"rechten\", \"gewalt\", \"komm\", \"darf\", \"video\", \"teilt\", \"heute\", \"gr\\u00fcne\", \"cem_\\u00f6zdemir\", \"grundgesetz\", \"sendet\", \"www.gruene.de/plakat\", \"cdu\", \"bessere\", \"gratulieren\", \"tagen\", \"aktion\", \"bedeutet\", \"tolle\", \"bereits\", \"minuten\", \"wahl\", \"gewinnen\", \"gedenken\", \"hilf\", \"populismus\", \"zeigt\", \"sehen\", \"sieht\", \"https\", \"f\\u00fcnf\", \"gr\\u00fcne\", \"vergessen\", \"stadt\", \"hei\\u00dft\", \"trump\", \"gleichzeitig\", \"gesetz\", \"gute\", \"gro\\u00dfen\", \"gibt\", \"teilt\", \"welt\", \"bild\", \"gemeinsam\", \"gilt\", \"gut\", \"jahren\", \"jahre\", \"heute\", \"demonstriert\", \"t\\u00fcrkischen\", \"http\", \"freie\", \"freunden\", \"prozent\", \"beim\", \"freundinnen\", \"spa\\u00df\", \"wasser\", \"wichtiger\", \"umso\", \"tage\", 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\"gebracht\", \"gebracht\", \"gebracht\", \"gedanken\", \"gedanken\", \"gedenken\", \"gedenken\", \"gedenken\", \"gefahr\", \"gefahr\", \"gefahr\", \"gefahr\", \"gefahr\", \"gefahr\", \"gefahr\", \"gefahr\", \"gefahr\", \"gegangen\", \"gegangen\", \"gegangen\", \"gegangen\", \"gehen\", \"gehen\", \"gehen\", \"gehen\", \"gehen\", \"gehen\", \"gehen\", \"gehen\", \"gehen\", \"gehen\", \"gehen\", \"geht\", \"geht\", \"geht\", \"geht\", \"geht\", \"geht\", \"geht\", \"geht\", \"geht\", \"geht\", \"geht\", \"geht\", \"geht\", \"geht\", \"geht\", \"geht\", \"geht\", \"geht\", \"geht\", \"geht\", \"geh\\u00f6ren\", \"geh\\u00f6ren\", \"geh\\u00f6rt\", \"geh\\u00f6rt\", \"geh\\u00f6rt\", \"geh\\u00f6rt\", \"gek\\u00e4mpft\", \"gek\\u00e4mpft\", \"gek\\u00e4mpft\", \"gek\\u00e4mpft\", \"gemacht\", \"gemacht\", \"gemacht\", \"gemacht\", \"gemacht\", \"gemacht\", \"gemacht\", \"gemacht\", \"gemacht\", \"gemacht\\u201c\", \"gemacht\\u201c\", \"gemeinsam\", \"gemeinsam\", \"gemeinsam\", \"gemeinsam\", \"gemeinsam\", \"gemeinsam\", \"gemeinsam\", \"gemeinsam\", \"gemeinsam\", \"gemeinsam\", \"gemeinsam\", \"gemeinsam\", \"gemeinsam\", \"gemeinsam\", \"gemeinsam\", \"genauso\", \"genauso\", \"genauso\", \"genauso\", \"genommen\", \"genommen\", \"gentechnik\", \"gentechnik\", \"genug\", \"genug\", \"genug\", \"genug\", \"genug\", \"gerade\", \"gerade\", \"gerade\", \"gerade\", \"gerade\", \"gerade\", \"gerade\", \"gerade\", \"gerade\", \"gerade\", \"gerechte\", \"gerechte\", \"gerechte\", \"gerechte\", \"gerechte\", \"gerechte\", \"gerechten\", \"gerechten\", \"gerechten\", \"gerechtere\", \"gerechtere\", \"gerechtigkeit\", \"gerechtigkeit\", \"gerechtigkeit\", \"gerechtigkeit\", \"gerne\", \"gerne\", \"gerne\", \"gerne\", \"gerne\", \"gerne\", \"gerne\", \"gerne\", \"gerne\", \"gerne\", \"gesagt\", \"gesagt\", \"gesagt\", \"gesagt\", \"geschichte\", \"geschichte\", \"geschichte\", \"gesellschaft\", \"gesellschaft\", \"gesellschaft\", \"gesellschaft\", \"gesellschaft\", \"gesellschaft\", \"gesellschaft\", \"gesellschaft\", \"gesellschaft\", \"gesellschaft\", \"gesellschaft\", \"gesellschaft\", \"gesellschaft\", \"gesellschaft\", \"gesetz\", \"gesetz\", \"gesetz\", \"gesetz\", \"gesetz\", \"gesetz\", \"gespr\\u00e4ch\", \"gestern\", \"gestern\", \"gestern\", \"gestern\", \"gestern\", \"gestern\", \"gestern\", \"gestern\", \"gestern\", \"gestern\", \"gestern\", \"gestern\", \"gestern\", \"gestern\", \"gesunde\", \"gesunde\", \"gesunde\", \"gesundheit\", \"gesundheit\", \"gesundheit\", \"gesundheit\", \"gesundheit\", \"gewalt\", \"gewalt\", \"gewalt\", \"gewalt\", \"gewinnen\", \"gewinnen\", \"gewinnt\", \"gewinnt\", \"gewinnt\", \"gewinnt\", \"gew\\u00e4hlt\", \"gew\\u00e4hlt\", \"gew\\u00e4hlt\", \"gew\\u00e4hlt\", \"gew\\u00e4hlt\", \"gibt\", \"gibt\", \"gibt\", \"gibt\", \"gibt\", \"gibt\", \"gibt\", \"gibt\", \"gibt\", \"gibt\", \"gibt\", \"gibt\", \"gibt\", \"gibt\", \"gibt\", \"gibt\", \"gibt\", \"gibt\", \"gibt\", \"gibt\", \"gift\", \"gift\", \"gilt\", \"gilt\", \"gilt\", \"gilt\", \"gilt\", \"gilt\", \"gilt\", \"gilt\", \"gleichzeitig\", \"gleichzeitig\", \"gleichzeitig\", \"globale\", \"globale\", \"globale\", \"glyphosat\", \"glyphosat\", \"glyphosat\", \"glyphosat\", \"glyphosat\", \"glyphosat\", \"gl\\u00fcckwunsch\", \"gl\\u00fcckwunsch\", \"gl\\u00fcckwunsch\", \"gl\\u00fcckwunsch\", \"gl\\u00fcckwunsch\", \"gratulation\", \"gratulation\", \"gratulation\", \"gratulation\", \"gratulation\", \"gratulieren\", \"gratulieren\", \"gratulieren\", \"gratulieren\", \"gratulieren\", \"grenzen\", \"grenzen\", \"grenzen\", \"grenzen\", \"grenzen\", \"griechenland\", \"griechenland\", \"griechenland\", \"groko\", \"groko\", \"groko\", \"groko\", \"groko\", \"groko\", \"groko\", \"groko\", \"groko\", \"groko\", \"groko\", \"gro\\u00dfbritannien\", \"gro\\u00dfbritannien\", \"gro\\u00dfbritannien\", \"gro\\u00dfe\", \"gro\\u00dfe\", \"gro\\u00dfe\", \"gro\\u00dfe\", \"gro\\u00dfe\", \"gro\\u00dfe\", \"gro\\u00dfe\", 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\"gute\", \"gute\", \"gute\", \"gute\", \"gute\", \"guten\", \"guten\", \"guten\", \"guten\", \"guter\", \"guter\", \"guter\", \"guter\", \"guter\", \"gutes\", \"gutes\", \"gutes\", \"gutes\", \"g\\u00f6ring-eckardt\", \"g\\u00f6ring-eckardt\", \"g\\u00f6ring-eckardt\", \"g\\u00f6ring-eckardt\", \"g\\u00f6ring-eckardt\", \"habeck\", \"habeck\", \"habeck\", \"habeck\", \"habt\", \"habt\", \"habt\", \"habt\", \"habt\", \"halle\", \"halten\", \"halten\", \"halten\", \"halten\", \"halten\", \"haltung\", \"haltung\", \"hamburg\", \"hamburg\", \"hamburg\", \"hamburg\", \"hamburg\", \"hamburg\", \"handeln\", \"handeln\", \"handeln\", \"handelsabkommen\", \"handelsabkommen\", \"handelsabkommen\", \"hannover\", \"hass\", \"hass\", \"hass\", \"hass\", \"hass\", \"hass\", \"hass\", \"heimat\", \"heimat\", \"hei\\u00dft\", \"hei\\u00dft\", \"hei\\u00dft\", \"hei\\u00dft\", \"hei\\u00dft\", \"hei\\u00dft\", \"hei\\u00dft\", \"hei\\u00dft\", \"hei\\u00dft\", \"helfen\", \"helfen\", \"helfen\", \"helfen\", \"helfen\", \"helfen\", \"helft\", \"helft\", \"helft\", \"helft\", \"helft\", \"helft\", \"helft\", \"herzlichen\", \"herzlichen\", \"herzlichen\", \"herzlichen\", \"hetze\", \"hetze\", \"hetze\", \"hetze\", \"hetze\", \"hetze\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heute\", \"heutigen\", \"heutigen\", \"heutigen\", \"heutigen\", \"heutigen\", \"heutigen\", \"hilf\", \"hilf\", \"hilf\", \"hilfe\", \"hilfe\", \"hilfe\", \"hilfe\", \"hilft\", \"hilft\", \"hilft\", \"hilft\", \"hilft\", \"hilft\", \"hoffnung\", \"hoffnung\", \"hoffnung\", \"hoffnung\", \"hoffnung\", \"hofreiter\", \"hofreiter\", \"homophobie\", \"homophobie\", \"horst\", \"horst\", \"horst\", \"horst\", \"http\", \"http\", \"http\", \"http\", \"http\", \"http\", \"http\", \"http\", \"https\", \"https\", \"https\", \"https\", \"hunderttausende\", \"hunderttausende\", \"hunderttausende\", \"h\\u00e4lt\", \"h\\u00e4lt\", \"h\\u00e4lt\", \"h\\u00e4lt\", \"h\\u00f6chste\", \"h\\u00f6chste\", \"idee\", \"idee\", \"idee\", \"idee\", \"idee\", \"idee\", \"ideen\", \"ideen\", \"ideen\", \"ideen\", \"ideen\", \"ideen\", \"ideen\", \"immer\", \"immer\", \"immer\", \"immer\", \"immer\", \"immer\", \"immer\", \"immer\", \"immer\", \"immer\", \"immer\", \"immer\", \"immer\", \"infos\", \"infos\", \"infos\", \"infos\", \"infos\", \"infos\", \"infos\", \"infos\", \"integration\", \"integration\", \"integration\", \"internationalen\", \"internationalen\", \"internationalen\", \"internationalen\", \"jahr\", \"jahr\", \"jahr\", \"jahr\", \"jahr\", \"jahr\", \"jahr\", \"jahr\", \"jahr\", \"jahr\", \"jahre\", \"jahre\", \"jahre\", \"jahre\", \"jahre\", \"jahre\", \"jahre\", \"jahre\", \"jahre\", \"jahre\", \"jahre\", \"jahre\", \"jahre\", \"jahre\", \"jahre\", \"jahre\", \"jahre\", \"jahre\", \"jahre\", \"jahren\", \"jahren\", \"jahren\", \"jahren\", \"jahren\", \"jahren\", \"jahren\", \"jahren\", \"jahren\", \"jahren\", \"jahren\", \"jahren\", \"jahren\", \"jan\", \"jan\", \"januar\", \"januar\", \"januar\", \"januar\", \"juncker\", \"juncker\", \"juncker\", \"kampagne\", \"kampagne\", \"kampagne\", \"kampagne\", \"kampf\", \"kampf\", \"kampf\", \"kandidaten\", \"kandidaten\", \"kandidaten\", \"kandidaten\", \"kandidaten\", \"kanzlerin\", \"kanzlerin\", \"kanzlerin\", \"kanzlerin\", \"kanzlerin\", \"kanzlerin\", \"katrin\", \"katrin\", \"katrin\", \"katrin\", \"katrin\", \"keller\", \"keller\", \"kind\", \"kind\", \"kind\", \"kind\", \"kind\", \"kinder\", \"kinder\", \"kinder\", \"kinder\", \"kinder\", \"kinder\", \"kinder\", \"kinder\", \"kinder\", \"kinder\", \"kitas\", \"kitas\", \"kitas\", \"kitas\", \"kitas\", \"klar\", \"klar\", \"klar\", \"klar\", \"klar\", \"klar\", \"klar\", \"klar\", \"klar\", \"klar\", \"klar\", \"klar\", \"klare\", \"klare\", \"klare\", \"klare\", \"klare\", \"klima\", \"klima\", \"klima\", \"klima\", \"klima\", \"klima\", \"klima\", \"klima\", \"klima\", \"klima\", \"klima\", \"klima\", \"klima\", \"klima\", \"klimaabkommen\", \"klimaabkommen\", \"klimaabkommen\", \"klimakatastrophe\", \"klimakatastrophe\", \"klimakatastrophe\", \"klimakatastrophe\", \"klimakatastrophe\", \"klimakatastrophe\", \"klimakatastrophe\", \"klimakiller\", \"klimakiller\", \"klimakiller\", \"klimakiller\", \"klimakiller\", \"klimakrise\", \"klimakrise\", \"klimakrise\", \"klimakrise\", \"klimakrise\", \"klimakrise\", \"klimaschutz\", \"klimaschutz\", \"klimaschutz\", \"klimaschutz\", \"klimaschutz\", \"klimaschutz\", \"klimaschutz\", \"klimaschutz\", \"klimaschutz\", \"klimaschutz\", \"klimaschutz\", \"klimaschutz\", \"klimaschutz\", \"klimaschutz\", \"klimaschutz\", \"klimaschutz\", \"klimaschutz\", \"klimaschutz\", \"klimaschutz\", \"klimaziele\", \"klimaziele\", \"klimaziele\", \"klimaziele\", \"klimaziele\", \"klimaziele\", \"koalitionsvertrag\", \"koalitionsvertrag\", \"koalitionsvertrag\", \"koalitionsvertrag\", \"koalitionsvertrag\", \"kohle\", \"kohle\", \"kohle\", \"kohle\", \"kohle\", \"kohle\", \"kohleausstieg\", \"kohleausstieg\", \"kohleausstieg\", \"kohleausstieg\", \"kohleausstieg\", \"kohleausstieg\", \"kohleausstieg\", \"kohlekraftwerke\", \"kohlekraftwerke\", \"kohlekraftwerke\", \"kohlekraftwerke\", \"kohlekraftwerke\", \"komm\", \"komm\", \"komm\", \"komm\", \"komm\", \"kommen\", \"kommen\", \"kommen\", \"kommen\", \"kommen\", \"kommen\", \"kommen\", \"kommentar\", \"kommentar\", \"kommentar\", \"kommt\", \"kommt\", \"kommt\", \"kommt\", \"kommt\", \"kommt\", \"kommt\", \"kommt\", \"kommt\", \"kommt\", \"kommt\", \"kommt\", \"kommt\", \"kommt\", \"kommt\", \"kommt\", \"konnte\", \"konnte\", \"konnte\", \"kosten\", \"kosten\", \"kosten\", \"kosten\", \"kraft\", \"kraft\", \"kraft\", \"kretschmann\", \"kretschmann\", \"krieg\", \"krieg\", \"krieg\", \"krieg\", \"k\\u00e4mpfen\", \"k\\u00e4mpfen\", \"k\\u00e4mpfen\", \"k\\u00e4mpfen\", \"k\\u00e4mpfen\", \"k\\u00e4mpfen\", \"k\\u00e4mpfen\", \"k\\u00e4mpfen\", \"k\\u00e4mpfen\", \"k\\u00e4mpfen\", \"k\\u00e4mpft\", \"k\\u00e4mpft\", \"k\\u00e4mpft\", \"k\\u00e4mpft\", \"k\\u00e4mpft\", \"k\\u00f6nnt\", \"k\\u00f6nnt\", \"k\\u00f6nnt\", \"k\\u00f6nnt\", \"k\\u00f6nnt\", \"k\\u00f6nnt\", \"k\\u00f6nnt\", \"k\\u00f6nnt\", \"k\\u00f6nnt\", \"k\\u00f6nnt\", \"land\", \"land\", \"land\", \"land\", \"land\", \"land\", \"land\", \"land\", \"land\", \"land\", \"land\", \"landtag\", \"landtag\", \"landtag\", \"landtag\", \"landtag\", \"landwirtschaft\", \"landwirtschaft\", \"landwirtschaft\", \"landwirtschaft\", \"lange\", \"lange\", \"lange\", \"lange\", \"lange\", \"lange\", \"lassen\", \"lassen\", \"lassen\", \"lassen\", \"lassen\", \"lassen\", \"lassen\", \"lassen\", \"lassen\", \"lasst\", \"lasst\", \"lasst\", \"lasst\", \"lasst\", \"lasst\", \"lasst\", \"lasst\", \"lasst\", \"lasst\", \"lasst\", \"lausitz\", \"lausitz\", \"laut\", \"laut\", \"laut\", \"laut\", \"laut\", \"leben\", \"leben\", \"leben\", \"leben\", \"leben\", \"leben\", \"leben\", \"leben\", \"leben\", \"leben\", \"leben\", \"leben\", \"lebenswerte\", \"lebenswerte\", \"lebenswerte\", \"lebenswerte\", \"lebenswerte\", \"lebt\", \"lebt\", \"lebt\", \"lebt\", \"lebt\", \"leider\", \"leider\", \"leider\", \"leider\", \"leider\", \"leider\", \"leider\", \"leider\", \"leider\", \"leider\", \"leider\", \"lesben\", \"lesben\", \"letzte\", \"letzte\", \"letzte\", \"letzte\", \"letzte\", \"letzte\", \"letzten\", \"letzten\", \"letzten\", \"letzten\", \"letzten\", \"letzten\", \"letzten\", \"letzten\", \"liebe\", \"liebe\", \"liebe\", \"liebe\", \"liebe\", \"liebe\", \"liebe\", \"liebe\", \"liebe\", \"liebe\", \"liebe\", \"liebe\", \"lieber\", \"lieber\", \"lieber\", \"lieblingsmotiv\", \"lieblingsmotiv\", \"lieblingsmotiv\", \"lindner\", \"lindner\", \"live\", \"live\", \"live\", \"live\", \"livestream\", \"los\", \"los\", \"los\", \"los\", \"los\", \"los\", \"luft\", \"luft\", \"luft\", \"luft\", \"l\\u00e4nder\", \"l\\u00e4nder\", \"l\\u00e4nderrat\", \"l\\u00e4nderrat\", \"l\\u00e4sst\", \"l\\u00e4sst\", \"l\\u00e4sst\", \"l\\u00e4sst\", \"l\\u00e4sst\", \"mach\", \"mach\", \"mach\", \"mach\", \"mach\", \"macht\", \"macht\", \"macht\", \"macht\", \"macht\", \"macht\", \"macht\", \"macht\", \"macht\", \"macht\", \"macht\", \"macht\", \"macht\", \"macht\", \"mai\", \"mai\", \"mai\", \"mai\", \"mal\", \"mal\", \"mal\", \"mal\", \"mal\", \"mal\", \"mal\", \"mal\", \"mal\", \"mal\", \"massentierhaltung\", \"massentierhaltung\", \"massentierhaltung\", \"massentierhaltung\", \"massentierhaltung\", \"massentierhaltung\", \"massentierhaltung\", \"massiv\", \"massiv\", \"massiv\", \"mecklenburg-vorpommern\", \"mecklenburg-vorpommern\", \"mehr\", \"mehr\", \"mehr\", \"mehr\", \"mehr\", \"mehr\", \"mehr\", \"mehr\", \"mehr\", \"mehr\", \"mehr\", \"mehr\", \"mehr\", \"mehr\", \"mehr\", \"mehr\", \"mehr\", \"mehr\", \"mehr\", \"mehr\", \"mehr\", \"mehr\", \"mehr\", \"mehr\", \"mehr\", \"mehrheit\", \"mehrheit\", \"mehrheit\", \"mehrheit\", \"mehrheit\", \"mehrheit\", \"mehrheit\", \"mehrheit\", \"mehrheit\", \"meinung\", \"meinung\", \"meinung\", \"meinung\", \"meinung\", \"meinung\", \"menschen\", \"menschen\", \"menschen\", \"menschen\", \"menschen\", \"menschen\", \"menschen\", \"menschen\", \"menschen\", \"menschen\", \"menschen\", \"menschen\", \"menschen\", \"menschen\", \"menschen\", \"menschen\", \"menschen\", \"menschen\", \"menschen\", \"menschenrechte\", \"menschenrechte\", \"menschenrechte\", \"menschenrechte\", \"menschenrechte\", \"menschlichkeit\", \"menschlichkeit\", \"menschlichkeit\", \"menschlichkeit\", \"merkel\", \"merkel\", \"merkel\", \"merkel\", \"merkel\", \"merkel\", \"merkel\", \"merkel\", \"milliarden\", \"milliarden\", \"milliarden\", \"milliarden\", \"milliarden\", \"million\", \"million\", \"million\", \"millionen\", \"millionen\", \"millionen\", \"millionen\", \"millionen\", \"millionen\", \"millionen\", \"ministerpr\\u00e4sident\", \"ministerpr\\u00e4sident\", \"ministerpr\\u00e4sident\", \"minuten\", \"minuten\", \"minuten\", \"miteinander\", \"miteinander\", \"miteinander\", \"miteinander\", \"mitglied\", \"mitglied\", \"mitglied\", \"mitglied\", \"mitglieder\", \"mitglieder\", \"mitmachen\", \"mitmachen\", \"mitmachen\", \"mitmachen\", \"mitmachen\", \"mitmachen\", \"mitmenschlichkeit\", \"mitmenschlichkeit\", \"morgen\", \"morgen\", \"morgen\", \"morgen\", \"morgen\", \"morgen\", \"morgen\", \"morgen\", \"morgen\", \"morgen\", \"morgen\", \"morgen\", \"mut\", \"mut\", \"mut\", \"mut\", \"mut\", \"mut\", \"mut\", \"mut\", \"mut\", \"m\\u00e4nner\", \"m\\u00e4nner\", \"m\\u00e4nner\", \"m\\u00e4rz\", \"m\\u00e4rz\", \"m\\u00e4rz\", \"m\\u00e4rz\", \"m\\u00e4rz\", \"m\\u00f6chte\", \"m\\u00f6chte\", \"m\\u00f6chte\", \"m\\u00f6chte\", \"m\\u00f6chte\", \"m\\u00f6chte\", \"m\\u00f6chte\", \"m\\u00f6chte\", \"m\\u00f6chten\", \"m\\u00f6chten\", \"m\\u00f6chten\", \"m\\u00f6chten\", \"m\\u00f6chten\", \"m\\u00f6glich\", \"m\\u00f6glich\", \"m\\u00f6glich\", \"m\\u00f6glich\", \"m\\u00f6glich\", \"m\\u00f6glich\", \"m\\u00f6glich\", \"m\\u00f6glich\", \"m\\u00f6glich\", \"m\\u00f6glich\", \"m\\u00f6glich\", \"m\\u00f6glich\", \"m\\u00fcnchen\", \"m\\u00fcnchen\", \"m\\u00fcnchen\", \"m\\u00fcnster\", \"m\\u00fcnster\", \"m\\u00fcnster\", \"m\\u00fcssen\", \"m\\u00fcssen\", \"m\\u00fcssen\", \"m\\u00fcssen\", \"m\\u00fcssen\", \"m\\u00fcssen\", \"m\\u00fcssen\", \"m\\u00fcssen\", \"m\\u00fcssen\", \"m\\u00fcssen\", \"m\\u00fcssen\", \"m\\u00fcssen\", \"m\\u00fcssen\", \"m\\u00fcssen\", \"nachricht\", \"nachricht\", \"nachricht\", \"natur\", \"natur\", \"natur\", \"natur\", \"natur\", \"natur\", \"natur\", \"nat\\u00fcrlich\", \"nat\\u00fcrlich\", \"nat\\u00fcrlich\", \"nat\\u00fcrlich\", \"nat\\u00fcrlich\", \"nat\\u00fcrlich\", \"nehmen\", \"nehmen\", \"nehmen\", \"nein\", \"nein\", \"nein\", \"nein\", \"nein\", \"neue\", \"neue\", \"neue\", \"neue\", \"neue\", \"neue\", \"neue\", \"neue\", \"neue\", \"neue\", \"neue\", \"neue\", \"neuen\", \"neuen\", \"neuen\", \"neuen\", \"neuen\", \"neuen\", \"nie\", \"nie\", \"nie\", \"nie\", \"nie\", \"nie\", \"nie\", \"niedersachsen\", \"niedersachsen\", \"nimmt\", \"nimmt\", \"nimmt\", \"nimmt\", \"nimmt\", \"nochmal\", \"nochmal\", \"nochmal\", \"november\", \"november\", \"november\", \"november\", \"november\", \"n\\u00e4chsten\", \"n\\u00e4chsten\", \"n\\u00e4chsten\", \"n\\u00e4chsten\", \"n\\u00e4chsten\", \"obama\", \"obama\", \"obama\", \"obama\", \"offenbar\", \"offenbar\", \"offenbar\", \"offenbar\", \"offene\", \"offene\", \"offene\", \"offene\", \"offene\", \"offenes\", \"offenes\", \"offenes\", \"offenes\", \"oft\", \"oft\", \"oft\", \"oft\", \"opfer\", \"opfern\", \"opfern\", \"oppovision\", \"oppovision\", \"oppovision\", \"ordentlich\", \"ordentlich\", \"ordentlich\", \"ort\", \"ort\", \"ort\", \"ort\", \"paris\", \"paris\", \"paris\", \"paris\", \"paris\", \"paris\", \"paris\", \"paris\", \"paris\", \"pariser\", \"pariser\", \"pariser\", \"pariser\", \"pariser\", \"pariser\", \"parlament\", \"parlament\", \"parlament\", \"parlament\", \"parolen\", \"partei\", \"partei\", \"partei\", \"partei\", \"partei\", \"partei\", \"parteien\", \"parteien\", \"parteitag\", \"parteitag\", \"parteitag\", \"parteitag\", \"parteitag\", \"parteitag\", \"parteitag\", \"pegida\", \"pegida\", \"pegida\", \"peter\", \"plakat\", \"plakat\", \"plakat\", \"plakat\", \"plakat\", \"planeten\", \"planeten\", \"planeten\", \"planeten\", \"planeten\", \"planeten\", \"planeten\", \"planeten\", \"platz\", \"platz\", \"platz\", \"politik\", \"politik\", \"politik\", \"politik\", \"politik\", \"politik\", \"politik\", \"politik\", \"politik\", \"politik\", \"politik\", \"politik\", \"politik\", \"politische\", \"politische\", \"politische\", \"polizei\", \"polizei\", \"polizei\", \"polizei\", \"populismus\", \"populismus\", \"populismus\", \"populismus\", \"populismus\", \"preisen\", \"preisen\", \"pressefreiheit\", \"pressefreiheit\", \"pressefreiheit\", \"pressefreiheit\", \"pressefreiheit\", \"problem\", \"problem\", \"problem\", \"protest\", \"protest\", \"protest\", \"protest\", \"protest\", \"protest\", \"prozent\", \"prozent\", \"prozent\", \"prozent\", \"prozent\", \"prozent\", \"pr\\u00e4sident\", \"pr\\u00e4sident\", \"pr\\u00e4sident\", \"pr\\u00e4sident\", \"pr\\u00e4sident\", \"pr\\u00e4sident\", \"rassismus\", \"rassismus\", \"rassismus\", \"rassismus\", \"rassismus\", \"raus\", \"raus\", \"raus\", \"raus\", \"recht\", \"recht\", \"recht\", \"recht\", \"recht\", \"rechte\", \"rechte\", \"rechte\", \"rechte\", \"rechte\", \"rechten\", \"rechten\", \"rechten\", \"rechten\", \"rechten\", \"rechtspopulisten\", \"rechtspopulisten\", \"rechtspopulisten\", \"rechtspopulisten\", \"rede\", \"rede\", \"rede\", \"rede\", \"rede\", \"rede\", \"rede\", \"rede\", \"reden\", \"reden\", \"reden\", \"reden\", \"reden\", \"reden\", \"reden\", \"reform\", \"reform\", \"reform\", \"reformen\", \"reformen\", \"reformen\", \"reformen\", \"reformen\", \"regeln\", \"regeln\", \"regeln\", \"regierung\", \"regierung\", \"regierung\", \"regierung\", \"regierung\", \"regierung\", \"regierung\", \"regierung\", \"rein\", \"rein\", \"rein\", \"rein\", \"respekt\", \"respekt\", \"respekt\", \"respekt\", \"retten\", \"retten\", \"retten\", \"retten\", \"richtig\", \"richtig\", \"richtig\", \"richtig\", \"richtig\", \"robert\", \"robert\", \"robert\", \"robert\", \"robert\", \"ruft\", \"ruft\", \"ruft\", \"ruft\", \"rund\", \"rund\", \"rund\", \"rund\", \"rund\", \"saarland\", \"saarland\", \"saarland\", \"sagen\", \"sagen\", \"sagen\", \"sagen\", \"sagen\", \"sagen\", \"sagen\", \"sagen\", \"sagt\", \"sagt\", \"sagt\", \"sagt\", \"sagt\", \"sagt\", \"samstag\", \"samstag\", \"samstag\", \"samstag\", \"samstag\", \"samstag\", \"samstag\", \"satt\", \"saubere\", \"saubere\", \"saubere\", \"saubere\", \"saubere\", \"saubere\", \"saubere\", \"saubere\", \"saubere\", \"sauberer\", \"sauberer\", \"sauberer\", \"sauberer\", \"schaffen\", \"schaffen\", \"schaffen\", \"schaffen\", \"schaffen\", \"schaut\", \"schaut\", \"schaut\", \"schaut\", \"schaut\", \"schleswig-holstein\", \"schleswig-holstein\", \"schleswig-holstein\", \"schmidt\", \"schmidt\", \"schmidt\", \"schmidt\", \"schmidt\", \"schnell\", \"schnell\", \"schnell\", \"schnell\", \"schon\", \"schon\", \"schon\", \"schon\", \"schon\", \"schon\", \"schon\", \"schon\", \"schon\", \"schon\", \"schon\", \"schon\", \"schon\", \"schon\", \"schon\", \"schon\", \"schon\", \"schon\", \"schon\", \"schrecklichen\", \"schrecklichen\", \"schreiben\", \"schreiben\", \"schreiben\", \"schreibt\", \"schreibt\", \"schreibt\", \"schreibt\", \"schuld\", \"schuld\", \"schuld\", \"schuld\", \"schulz\", \"schulz\", \"schulz\", \"schulz\", \"sch\\u00f6ne\", \"sch\\u00f6ne\", \"sch\\u00f6nsten\", \"sch\\u00f6nsten\", \"sch\\u00fctzen\", \"sch\\u00fctzen\", \"sch\\u00fctzen\", \"sch\\u00fctzen\", \"sch\\u00fctzen\", \"seehofer\", \"seehofer\", \"seehofer\", \"seehofer\", \"sehen\", \"sehen\", \"sehen\", \"sehen\", \"sehen\", \"sehen\", \"seht\", \"seht\", \"seht\", \"seht\", \"seht\", \"seht\", \"seht\", \"seht\", \"seht\", \"seht\", \"seht\", \"seht\", \"sei\", \"sei\", \"sei\", \"sei\", \"sei\", \"seid\", \"seid\", \"seid\", \"seid\", \"seid\", \"seid\", \"seid\", \"seid\", \"seid\", \"seid\", \"seid\", \"seit\", \"seit\", \"seit\", \"seit\", \"seit\", \"seit\", \"seit\", \"seit\", \"seit\", \"seit\", \"seite\", \"seite\", \"seite\", \"seite\", \"seite\", \"seite\", \"sendet\", \"sendet\", \"sendet\", \"september\", \"september\", \"september\", \"september\", \"september\", \"september\", \"september\", \"setzen\", \"setzen\", \"setzen\", \"setzen\", \"setzen\", \"setzen\", \"setzen\", \"setzen\", \"setzen\", \"setzt\", \"setzt\", \"setzt\", \"setzt\", \"setzt\", \"setzt\", \"setzt\", \"setzt\", \"setzt\", \"setzt\", \"sicher\", \"sicher\", \"sicher\", \"sicher\", \"sicher\", \"sicherheit\", \"sicherheit\", \"sicherheit\", \"sichern\", \"sichern\", \"sichern\", \"sieht\", \"sieht\", \"sieht\", \"sieht\", \"sieht\", \"sigmar\", \"sigmar\", \"sigmar\", \"sigmar\", \"signal\", \"signal\", \"signal\", \"simone\", \"ska\", \"ska\", \"sollen\", \"sollen\", \"sollen\", \"sollen\", \"sondierungen\", \"sondierungen\", \"sondierungen\", \"sonne\", \"sonne\", \"sonne\", \"sonne\", \"sonntag\", \"sonntag\", \"sonntag\", \"sonntag\", \"sonntag\", \"sorgen\", \"sorgen\", \"sorgen\", \"sorgen\", \"sorgen\", \"sorgt\", \"soziales\", \"soziales\", \"spa\\u00df\", \"spa\\u00df\", \"spa\\u00df\", \"spa\\u00df\", \"spd\", \"spd\", \"spd\", \"spd\", \"spd\", \"spd\", \"spd\", \"spd\", \"spd\", \"spd\", \"spiel\", \"spiel\", \"spiel\", \"spitzenduo\", \"spitzenduo\", \"spitzenduo\", \"spitzenduo\", \"spitzenduo\", \"spitzenduo\", \"spitzenkandidat\", \"spitzenkandidat\", \"spitzenkandidatin\", \"spitzenkandidatin\", \"spitzenkandidatin\", \"spitzenkandidatin\", \"spitzenkandidatin\", \"stadt\", \"stadt\", \"stadt\", \"stadt\", \"stark\", \"stark\", \"stark\", \"stark\", \"stark\", \"stark\", \"starke\", \"starke\", \"starke\", \"starke\", \"starke\", \"starke\", \"starke\", \"starke\", \"starkes\", \"starkes\", \"starkes\", \"starkes\", \"starkes\", \"starkes\", \"starkes\", \"start\", \"start\", \"start\", \"starten\", \"starten\", \"starten\", \"starten\", \"starten\", \"statt\", \"statt\", \"statt\", \"statt\", \"statt\", \"statt\", \"statt\", \"statt\", \"statt\", \"statt\", \"statt\", \"statt\", \"statt\", \"statt\", \"statt\", \"statt\", \"statt\", \"stehen\", \"stehen\", \"stehen\", \"stehen\", \"stehen\", \"stehen\", \"stehen\", \"stehen\", \"steht\", \"steht\", \"steht\", \"steht\", \"steht\", \"stelle\", \"stelle\", \"stelle\", \"stellen\", \"stellen\", \"stellen\", \"stellen\", \"stellen\", \"stellen\", \"stellt\", \"stellt\", \"stellt\", \"stellt\", \"stellt\", \"sterben\", \"sterben\", \"sterben\", \"sterben\", \"sterben\", \"stimme\", \"stimme\", \"stimme\", \"stimme\", \"stimme\", \"stimme\", \"stimmen\", \"stimmen\", \"stimmen\", \"stimmt\", \"stimmt\", \"stimmt\", \"stimmt\", \"stimmung\", \"stimmung\", \"stimmung\", \"stimmung\", \"stimmung\", \"stoppen\", \"stoppen\", \"stoppen\", \"stoppen\", \"stoppen\", \"stoppen\", \"stra\\u00dfe\", \"stra\\u00dfe\", \"stra\\u00dfe\", \"stra\\u00dfe\", \"stra\\u00dfe\", \"stra\\u00dfe\", \"stra\\u00dfe\", \"stra\\u00dfe\", \"stra\\u00dfe\", \"stunden\", \"stunden\", \"st\\u00e4dten\", \"st\\u00e4dten\", \"st\\u00e4dten\", \"st\\u00e4dten\", \"suchen\", \"suchen\", \"suchen\", \"suchen\", \"suchen\", \"suchen\", \"super\", \"super\", \"super\", \"syrien\", \"syrien\", \"syrien\", \"tag\", \"tag\", \"tag\", \"tag\", \"tag\", \"tag\", \"tag\", \"tag\", \"tag\", \"tage\", \"tage\", \"tage\", \"tage\", \"tage\", \"tage\", \"tage\", \"tagen\", \"tagen\", \"tagen\", \"tagen\", \"tausende\", \"tausende\", \"tausende\", \"tausende\", \"team\", \"team\", \"team\", \"team\", \"teil\", \"teil\", \"teil\", \"teil\", \"teile\", \"teile\", \"teile\", \"teile\", \"teile\", \"teile\", \"teile\", \"teile\", \"teile\", \"teile\", \"teile\", \"teile\", \"teile\", \"teile\", \"teile\", \"teile\", \"teilen\", \"teilen\", \"teilen\", \"teilen\", \"teilen\", \"teilen\", \"teilen\", \"teilen\", \"teilen\", \"teilen\", \"teilen\", \"teilen\", \"teilen\", \"teilen\", \"teilen\", \"teilen\", \"teilen\", \"teilen\", \"teilen\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"teilt\", \"terror\", \"terror\", \"terror\", \"thema\", \"thema\", \"thema\", \"thema\", \"thema\", \"thema\", \"thema\", \"thema\", \"thema\", \"tierhaltung\", \"tierschutz\", \"tierschutz\", \"toleranz\", \"toleranz\", \"toleranz\", \"toleranz\", \"toleranz\", \"toleranz\", \"toleranz\", \"tolle\", \"tolle\", \"tolle\", \"toller\", \"toller\", \"toller\", \"trauern\", \"trauern\", \"treffen\", \"treffen\", \"treffen\", \"treffen\", \"trifft\", \"trifft\", \"trump\", \"trump\", \"trump\", \"trump\", \"trump\", \"trump\", \"trump\", \"trump\", \"trump\", \"trumps\", \"trumps\", \"ttip\", \"ttip\", \"ttip\", \"ttip\", \"tun\", \"tun\", \"tun\", \"tun\", \"tun\", \"tun\", \"tun\", \"turbulenten\", \"turbulenten\", \"t\\u00fcrkei\", \"t\\u00fcrkei\", \"t\\u00fcrkei\", \"t\\u00fcrkischen\", \"t\\u00fcrkischen\", \"uhr\", \"uhr\", \"uhr\", \"uhr\", \"uhr\", \"uhr\", \"uhr\", \"uhr\", \"uhr\", \"uhr\", \"umgang\", \"umgang\", \"umgang\", \"umgang\", \"umgeht\", \"umgeht\", \"umso\", \"umso\", \"umso\", \"umso\", \"umso\", \"umwelt\", \"umwelt\", \"umwelt\", \"umwelt\", \"umwelt\", \"umwelt\", \"umwelt\", \"umwelt\", \"umwelt\", \"umwelt\", \"umwelt\", \"umwelt\", \"umwelt\", \"umwelt\", \"umwelt\", \"un-klimagipfel\", \"un-klimagipfel\", \"un-klimagipfel\", \"un-klimagipfel\", \"union\", \"union\", \"union\", \"union\", \"union\", \"union\", \"union\", \"union\", \"union\", \"union\", \"union\", \"unserer\", \"unserer\", \"unserer\", \"unserer\", \"unserer\", \"unserer\", \"unserer\", \"unserer\", \"unternehmen\", \"unternehmen\", \"unternehmen\", \"unternehmen\", \"unternehmen\", \"unterst\\u00fctze\", \"unterst\\u00fctze\", \"unterst\\u00fctze\", \"unterst\\u00fctze\", \"unterst\\u00fctze\", \"unterst\\u00fctze\", \"unterst\\u00fctzen\", \"unterst\\u00fctzen\", \"unterst\\u00fctzen\", \"unterst\\u00fctzen\", \"unterst\\u00fctzen\", \"unterst\\u00fctzen\", \"unterst\\u00fctzen\", \"unterst\\u00fctzt\", \"unterst\\u00fctzt\", \"unterst\\u00fctzt\", \"unterst\\u00fctzt\", \"unterst\\u00fctzt\", \"unterst\\u00fctzt\", \"unterst\\u00fctzt\", \"unterst\\u00fctzt\", \"unterst\\u00fctzt\", \"unterst\\u00fctzt\", \"unterst\\u00fctzt\", \"unterst\\u00fctzt\", \"unterst\\u00fctzt\", \"unterst\\u00fctzt\", \"unterst\\u00fctzung\", \"unterst\\u00fctzung\", \"unterst\\u00fctzung\", \"unterst\\u00fctzung\", \"unterst\\u00fctzung\", \"unterst\\u00fctzung\", \"urwahl\", \"urwahl\", \"urwahl\", \"urwahl-forum\", \"urwahl-forum\", \"urwahl-kandidat\", \"usa\", \"usa\", \"usa\", \"usa\", \"van\", \"van\", \"verantwortung\", \"verantwortung\", \"verantwortung\", \"verantwortung\", \"verantwortung\", \"verbreiten\", \"verbreiten\", \"verbreiten\", \"verbreitet\", \"verbreitet\", \"verbreitet\", \"verbreitet\", \"verdient\", \"verdient\", \"verdient\", \"verdient\", \"vergessen\", \"vergessen\", \"vergessen\", \"vergessen\", \"vergessen\", \"vergessen\", \"verhindern\", \"verhindern\", \"verhindern\", \"verhindern\", \"verhindern\", \"verhindern\", \"verkehr\", \"verkehr\", \"verkehr\", \"verkehr\", \"verlieren\", \"verlieren\", \"verlieren\", \"verlieren\", \"versucht\", \"versucht\", \"versucht\", \"versucht\", \"video\", \"video\", \"video\", \"video\", \"video\", \"video\", \"video\", \"video\", \"video\", \"video\", \"video\", \"video\", \"video\", \"video\", \"video\", \"video\", \"video\", \"viele\", \"viele\", \"viele\", \"viele\", \"viele\", \"viele\", \"viele\", \"viele\", \"viele\", \"viele\", \"viele\", \"viele\", \"viele\", \"viele\", \"viele\", \"viele\", \"vielen\", \"vielen\", \"vielen\", \"vielen\", \"vielen\", \"vielen\", \"vielen\", \"vielen\", \"vier\", \"vier\", \"vier\", \"vier\", \"vorbei\", \"vorbei\", \"vorbei\", \"vorbei\", \"vorratsdatenspeicherung\", \"vorratsdatenspeicherung\", \"vorratsdatenspeicherung\", \"vorratsdatenspeicherung\", \"vorratsdatenspeicherung\", \"vorschl\\u00e4ge\", \"vorschl\\u00e4ge\", \"vorschl\\u00e4ge\", \"wahl\", \"wahl\", \"wahl\", \"wahl\", \"wahl\", \"wahl\", \"wahl\", \"wahl\", \"wahl\", \"wahl\", \"wahl\", \"wahl\", \"wahl\", \"wahlkampf\", \"wahlkampf\", \"wahlkampf\", \"wahlkampf\", \"wahlkampf\", \"wahlkampf\", \"wahlkampf\", \"wahlkampf\", \"wahlkampf\", \"wahlkampf\", \"wahlprogramm\", \"wahlprogramm\", \"wahlprogramm\", \"wahlprogramm\", \"warum\", \"warum\", \"warum\", \"warum\", \"warum\", \"warum\", \"warum\", \"wasser\", \"wasser\", \"wasser\", \"wasser\", \"wasser\", \"weder\", \"weder\", \"weder\", \"weder\", \"weder\", \"wegen\", \"wegen\", \"wegen\", \"weitere\", \"weitere\", \"weitere\", \"weitere\", \"weitere\", \"weitere\", \"weiterhin\", \"weiterhin\", \"weiterhin\", \"weiterhin\", \"weiterhin\", \"weiterhin\", \"weiterhin\", \"weiterhin\", \"weiterhin\", \"wei\\u00df\", \"wei\\u00df\", \"wei\\u00df\", \"welt\", \"welt\", \"welt\", \"welt\", \"welt\", \"welt\", \"welt\", \"welt\", \"welt\", \"welt\", \"welt\", \"welt\", \"welthandel\", \"weltoffenheit\", \"weltoffenheit\", \"weltoffenheit\", \"weltoffenheit\", \"weltoffenheit\", \"weltweit\", \"weltweit\", \"weltweit\", \"weltweit\", \"weltweit\", \"wen\", \"wen\", \"wen\", \"wenigen\", \"wenigen\", \"wenigen\", \"wenigen\", \"weniger\", \"weniger\", \"weniger\", \"wer\", \"wer\", \"wer\", \"wer\", \"wer\", \"wer\", \"wer\", \"wer\", \"wer\", \"wer\", \"whatsapp\", \"wichtig\", \"wichtig\", \"wichtig\", \"wichtiger\", \"wichtiger\", \"wichtiger\", \"wichtiger\", \"wichtiger\", \"willkommen\", \"willkommen\", \"willkommen\", \"willkommen\", \"willst\", \"willst\", \"willst\", \"willst\", \"wind\", \"wind\", \"wind\", \"wind\", \"winfried\", \"winfried\", \"wirklich\", \"wirklich\", \"wirklich\", \"wirklich\", \"wirklich\", \"wirklich\", \"wirklich\", \"wirklich\", \"wirtschaft\", \"wirtschaft\", \"wirtschaft\", \"wirtschaft\", \"wirtschaft\", \"wissen\", \"wissen\", \"wissen\", \"wissen\", \"wissen\", \"wissen\", \"wissen\", \"woche\", \"woche\", \"woche\", \"woche\", \"woche\", \"woche\", \"woche\", \"woche\", \"wochenende\", \"wochenende\", \"wochenende\", \"wochenende\", \"wollt\", \"wollt\", \"wollt\", \"wollt\", \"wollt\", \"wollt\", \"wollt\", \"wollt\", \"wollt\", \"wollt\", \"wollt\", \"wollt\", \"worden\", \"worden\", \"worden\", \"wurde\", \"wurde\", \"wurde\", \"wurde\", \"wurde\", \"wurde\", \"wurde\", \"wurde\", \"wurde\", \"wurde\", \"wurden\", \"wurden\", \"wurden\", \"wurden\", \"wurden\", \"wurden\", \"wurden\", \"wurden\", \"wurden\", \"wurden\", \"www.gruene.de\", \"www.gruene.de\", \"www.gruene.de\", \"www.gruene.de\", \"www.gruene.de\", \"www.gruene.de\", \"www.gruene.de/mitglied\", \"www.gruene.de/mitglied\", \"www.gruene.de/mitglied\", \"www.gruene.de/mitglied\", \"www.gruene.de/plakat\", \"www.gruene.de/plakat\", \"www.gruene.de/plakat\", \"w\\u00e4hlen\", \"w\\u00e4hlen\", \"w\\u00e4hlen\", \"w\\u00e4hlen\", \"w\\u00e4hlen\", \"w\\u00e4hlen\", \"w\\u00e4hlen\", \"w\\u00e4hlen\", \"w\\u00e4hlt\", \"w\\u00e4hlt\", \"w\\u00e4hlt\", \"w\\u00e4hlt\", \"w\\u00e4hlt\", \"w\\u00e4hlt\", \"w\\u00e4re\", \"w\\u00e4re\", \"w\\u00e4re\", \"w\\u00fcnschen\", \"w\\u00fcnschen\", \"w\\u00fcnschen\", \"w\\u00fcnschen\", \"w\\u00fcnschen\", \"w\\u00fcnschen\", \"w\\u00fcnschen\", \"w\\u00fcnschen\", \"w\\u00fcnschen\", \"w\\u00fcnschen\", \"y\\u00fccel\", \"y\\u00fccel\", \"zahlen\", \"zahlen\", \"zahlen\", \"zahlen\", \"zahlen\", \"zeichen\", \"zeichen\", \"zeichen\", \"zeichen\", \"zeichen\", \"zeichen\", \"zeichen\", \"zeig\", \"zeig\", \"zeig\", \"zeig\", \"zeig\", \"zeigen\", \"zeigen\", \"zeigen\", \"zeigen\", \"zeigen\", \"zeigen\", \"zeigen\", \"zeigen\", \"zeigen\", \"zeigt\", \"zeigt\", \"zeigt\", \"zeigt\", \"zeigt\", \"zeigt\", \"zeigt\", \"zeigt\", \"zeigt\", \"zeigt\", \"zeit\", \"zeit\", \"zeit\", \"zeit\", \"zeit\", \"zeit\", \"zeit\", \"zeit\", \"zeit\", \"zeit\", \"zeit\", \"zeiten\", \"zeiten\", \"zeiten\", \"zeiten\", \"zeiten\", \"zerst\\u00f6rt\", \"zerst\\u00f6rt\", \"ziel\", \"ziel\", \"ziel\", \"ziel\", \"zitat\", \"zitat\", \"zitat\", \"zitat\", \"zitat\", \"zitat\", \"zitat\", \"zitat\", \"zitat\", \"zitat\", \"zitat\", \"zitat\", \"zitat\", \"zitat\", \"zukunft\", \"zukunft\", \"zukunft\", \"zukunft\", \"zukunft\", \"zukunft\", \"zukunft\", \"zukunft\", \"zukunft\", \"zukunft\", \"zukunft\", \"zukunft\", \"zukunft\", \"zukunft\", \"zukunft\", \"zukunft\", \"zukunft\", \"zukunft\", \"zukunft\", \"zukunft\", \"zukunft\", \"zukunft\", \"zur\\u00fcck\", \"zur\\u00fcck\", \"zur\\u00fcck\", \"zur\\u00fcck\", \"zur\\u00fcck\", \"zusammen\", \"zusammen\", \"zusammen\", \"zusammen\", \"zusammen\", \"zusammen\", \"zusammen\", \"zusammen\", \"zusammenhalt\", \"zusammenhalt\", \"zusammenhalt\", \"zusammenhalt\", \"zuvor\", \"zuvor\", \"zuvor\", \"zwei\", \"zwei\", \"zwei\", \"zwei\", \"zwei\", \"zwei\", \"zwei\", \"zwei\", \"zweitstimme\", \"zweitstimme\", \"zweitstimme\", \"z\\u00e4hlt\", \"z\\u00e4hlt\", \"z\\u00e4hlt\", \"z\\u00e4hlt\", \"z\\u00e4hlt\", \"\\u00e4ndern\", \"\\u00e4ndern\", \"\\u00e4ndern\", \"\\u00e4ndern\", \"\\u00e4ndern\", \"\\u00f6kologische\", \"\\u00f6kologische\", \"\\u00f6kologische\", \"\\u00f6kologische\", \"\\u00f6sterreich\", \"\\u00f6sterreich\", \"\\u00fcberall\", \"\\u00fcberall\", \"\\u00fcberall\", \"\\u00fcberall\", \"\\u00fcberall\", \"\\u00fcberall\", \"\\u00fcberall\", \"\\u201ewir\", \"\\u201ewir\"]}, \"R\": 30, \"lambda.step\": 0.01, \"plot.opts\": {\"xlab\": \"PC1\", \"ylab\": \"PC2\"}, \"topic.order\": [44, 22, 47, 17, 9, 38, 33, 6, 27, 45, 29, 8, 24, 49, 42, 13, 15, 12, 10, 36, 50, 1, 40, 37, 25, 46, 31, 11, 35, 23, 2, 48, 7, 14, 19, 39, 18, 16, 26, 34, 28, 43, 20, 5, 4, 3, 41, 30, 32, 21]};\n",
       "\n",
       "function LDAvis_load_lib(url, callback){\n",
       "  var s = document.createElement('script');\n",
       "  s.src = url;\n",
       "  s.async = true;\n",
       "  s.onreadystatechange = s.onload = callback;\n",
       "  s.onerror = function(){console.warn(\"failed to load library \" + url);};\n",
       "  document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "}\n",
       "\n",
       "if(typeof(LDAvis) !== \"undefined\"){\n",
       "   // already loaded: just create the visualization\n",
       "   !function(LDAvis){\n",
       "       new LDAvis(\"#\" + \"ldavis_el1382414879031490566678531682\", ldavis_el1382414879031490566678531682_data);\n",
       "   }(LDAvis);\n",
       "}else if(typeof define === \"function\" && define.amd){\n",
       "   // require.js is available: use it to load d3/LDAvis\n",
       "   require.config({paths: {d3: \"https://cdnjs.cloudflare.com/ajax/libs/d3/3.5.5/d3.min\"}});\n",
       "   require([\"d3\"], function(d3){\n",
       "      window.d3 = d3;\n",
       "      LDAvis_load_lib(\"https://cdn.rawgit.com/bmabey/pyLDAvis/files/ldavis.v1.0.0.js\", function(){\n",
       "        new LDAvis(\"#\" + \"ldavis_el1382414879031490566678531682\", ldavis_el1382414879031490566678531682_data);\n",
       "      });\n",
       "    });\n",
       "}else{\n",
       "    // require.js not available: dynamically load d3 & LDAvis\n",
       "    LDAvis_load_lib(\"https://cdnjs.cloudflare.com/ajax/libs/d3/3.5.5/d3.min.js\", function(){\n",
       "         LDAvis_load_lib(\"https://cdn.rawgit.com/bmabey/pyLDAvis/files/ldavis.v1.0.0.js\", function(){\n",
       "                 new LDAvis(\"#\" + \"ldavis_el1382414879031490566678531682\", ldavis_el1382414879031490566678531682_data);\n",
       "            })\n",
       "         });\n",
       "}\n",
       "</script>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\ana\\lib\\json\\encoder.py:199: DeprecationWarning: Interpreting naive datetime as local 2018-03-20 22:21:39.217509. Please add timezone info to timestamps.\n",
      "  chunks = self.iterencode(o, _one_shot=True)\n"
     ]
    }
   ],
   "source": [
    "import pyLDAvis.gensim\n",
    "\n",
    "plot = pyLDAvis.gensim.prepare(ldamodel, corpus, dictionary)\n",
    "pyLDAvis.display(plot)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
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   "file_extension": ".py",
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   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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