TestWord2VEc.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from bd_gensim.doc2vec_facade import Doc2VecFacade\n",
    "import yaml\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "config = yaml.safe_load(open(\"config.yml\"))\n",
    "data_dir = config['data_dir']\n",
    "models_dir = config['models_dir']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "doc2VecFacade = Doc2VecFacade(models_dir)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "doc2VecFacade.load_models()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "model = doc2VecFacade.model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "cw_l = []\n",
    "for word, vocab_obj in model.wv.vocab.items():\n",
    "    cw_l.append((word, vocab_obj.count))\n",
    "cw_s = sorted(cw_l, key=lambda x : x[1], reverse=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('erhalten', 1336),\n",
       " ('konto', 1321),\n",
       " ('bank', 1212),\n",
       " ('didibank', 1046),\n",
       " ('nutzen', 1007),\n",
       " ('online-banking', 919),\n",
       " ('kunde', 896),\n",
       " ('didi', 851),\n",
       " ('finden', 790),\n",
       " ('datum', 742),\n",
       " ('karten', 670),\n",
       " ('erfolgen', 595),\n",
       " ('benötigen', 587),\n",
       " ('kreditkarte', 583),\n",
       " ('ambibank', 573),\n",
       " ('girokonto', 562),\n",
       " ('pin', 537),\n",
       " ('kredit', 537),\n",
       " ('poltawien', 527),\n",
       " ('transaktion', 516),\n",
       " ('information', 512),\n",
       " ('überweisung', 496),\n",
       " ('automatisch', 484),\n",
       " ('ändern', 483),\n",
       " ('zusätzlich', 479),\n",
       " ('fall', 479),\n",
       " ('betragen', 470),\n",
       " ('beachten', 469),\n",
       " ('stehen', 461),\n",
       " ('direkt', 457),\n",
       " ('aktuell', 454),\n",
       " ('geld', 454),\n",
       " ('zins', 452),\n",
       " ('zahlung', 440),\n",
       " ('einfach', 427),\n",
       " ('euro', 426),\n",
       " ('banken', 424),\n",
       " ('kosten', 420),\n",
       " ('möglichkeit', 417),\n",
       " ('gelten', 416),\n",
       " ('verwenden', 414),\n",
       " ('auftrag', 410),\n",
       " ('kostenlos', 388),\n",
       " ('angeben', 384),\n",
       " ('beantragen', 379),\n",
       " ('sichern', 376),\n",
       " ('persönlich', 373),\n",
       " ('app', 368),\n",
       " ('eingeben', 368),\n",
       " ('anbieten', 365),\n",
       " ('sicherheit', 365),\n",
       " ('tan', 364),\n",
       " ('zum_beispiel', 363),\n",
       " ('kontoauszug', 362),\n",
       " ('online', 357),\n",
       " ('höhe', 343),\n",
       " ('regeln', 338),\n",
       " ('per', 337),\n",
       " ('lassen', 337),\n",
       " ('verfügung', 337),\n",
       " ('monat', 332),\n",
       " ('anzeigen', 330),\n",
       " ('handeln', 327),\n",
       " ('laufzeit', 325),\n",
       " ('bieten', 324),\n",
       " ('geldautomat', 321),\n",
       " ('bekommen', 320),\n",
       " ('hoch', 310),\n",
       " ('mögen', 309),\n",
       " ('jederzeit', 306),\n",
       " ('%', 306),\n",
       " ('bezahlen', 306),\n",
       " ('verfahren', 305),\n",
       " ('eur', 305),\n",
       " ('neu', 303),\n",
       " ('folgend', 300),\n",
       " ('formular', 298),\n",
       " ('unternehmen', 297),\n",
       " ('stellen', 296),\n",
       " ('eröffnen', 291),\n",
       " ('tagesgeldkonto', 288),\n",
       " ('nutzung', 287),\n",
       " ('änderung', 287),\n",
       " ('funktion', 286),\n",
       " ('funktionieren', 275),\n",
       " ('wählen', 272),\n",
       " ('innerhalb', 271),\n",
       " ('entsprechend', 271),\n",
       " ('bestimmen', 261),\n",
       " ('aktivieren', 259),\n",
       " ('passwort', 258),\n",
       " ('erforderlich', 258),\n",
       " ('antrag', 258),\n",
       " ('bedeuten', 258),\n",
       " ('service', 254),\n",
       " ('sperren', 252),\n",
       " ('zinssatz', 250),\n",
       " ('bestehen', 249),\n",
       " ('darlehen', 249),\n",
       " ('guthaben', 246),\n",
       " ('sofort', 246),\n",
       " ('filiale', 244),\n",
       " ('didi_bank', 244),\n",
       " ('person', 243),\n",
       " ('prüfen', 242),\n",
       " ('zahlen', 240),\n",
       " ('speichern', 237),\n",
       " ('mastercard', 237),\n",
       " ('informieren', 236),\n",
       " ('unterlagen', 231),\n",
       " ('freistellungsauftrag', 231),\n",
       " ('internet', 228),\n",
       " ('name', 226),\n",
       " ('grundsätzlich', 226),\n",
       " ('berechnen', 222),\n",
       " ('ausland', 221),\n",
       " ('bestätigen', 217),\n",
       " ('kontoinhaber', 216),\n",
       " ('wichtig', 216),\n",
       " ('klicken', 214),\n",
       " ('eingabe', 214),\n",
       " ('gerne', 214),\n",
       " ('jeweilig', 213),\n",
       " ('kreditinstitut', 212),\n",
       " ('verfügen', 210),\n",
       " ('seite', 210),\n",
       " ('gültig', 210),\n",
       " ('sehen', 209),\n",
       " ('löschen', 208),\n",
       " ('senden', 204),\n",
       " ('schützen', 204),\n",
       " ('individuell', 204),\n",
       " ('händler', 204),\n",
       " ('voraussetzung', 203),\n",
       " ('angebot', 203),\n",
       " ('liegen', 203),\n",
       " ('schufa', 202),\n",
       " ('wenden', 201),\n",
       " ('wertpapier', 201),\n",
       " ('anmelden', 200),\n",
       " ('depot', 199),\n",
       " ('paydirekt', 199),\n",
       " ('land', 197),\n",
       " ('didi_direct', 197),\n",
       " ('z._b.', 196),\n",
       " ('referenzkonto', 195),\n",
       " ('telefonisch', 194),\n",
       " ('erteilen', 192),\n",
       " ('einstellung', 191),\n",
       " ('verschieden', 191),\n",
       " ('sicher', 190),\n",
       " ('kondition', 190),\n",
       " ('e-mail', 188),\n",
       " ('gebühr', 187),\n",
       " ('zugreifen', 186),\n",
       " ('festgeld', 186),\n",
       " ('bleiben', 185),\n",
       " ('geben', 185),\n",
       " ('vorteil', 185),\n",
       " ('kostenfrei', 182),\n",
       " ('auswählen', 181),\n",
       " ('umsatz', 181),\n",
       " ('überweisen', 181),\n",
       " ('anlegen', 180),\n",
       " ('rahmen', 179),\n",
       " ('unterstützen', 178),\n",
       " ('monatlich', 177),\n",
       " ('auszahlung', 177),\n",
       " ('kaufen', 177),\n",
       " ('notwendig', 176),\n",
       " ('girocard', 176),\n",
       " ('beispielsweise', 176),\n",
       " ('hinterlegen', 175),\n",
       " ('frage', 175),\n",
       " ('dokument', 174),\n",
       " ('registrieren', 174),\n",
       " ('smartphone', 173),\n",
       " ('browser', 173),\n",
       " ('anfallen', 171),\n",
       " ('ausschließlich', 170),\n",
       " ('aktie', 170),\n",
       " ('abschließen', 169),\n",
       " ('einreichen', 168),\n",
       " ('einrichten', 167),\n",
       " ('setzen', 166),\n",
       " ('url', 166),\n",
       " ('vereinbart', 165),\n",
       " ('gewünscht', 164),\n",
       " ('pc', 163),\n",
       " ('fahren', 161),\n",
       " ('minderjährig', 161),\n",
       " ('geschäftskonto', 161),\n",
       " ('entscheiden', 160),\n",
       " ('mitteilen', 160),\n",
       " ('finanzierung', 159),\n",
       " ('per_post', 158),\n",
       " ('überprüfen', 158),\n",
       " ('immobilie', 158),\n",
       " ('lastschrift', 157),\n",
       " ('registrierung', 156),\n",
       " ('gegebenenfalls', 156),\n",
       " ('iban', 156),\n",
       " ('hinaus', 156),\n",
       " ('erneut', 155),\n",
       " ('deutsch', 155),\n",
       " ('erstellen', 154),\n",
       " ('zugangsdaten', 154),\n",
       " ('erreichen', 154),\n",
       " ('halten', 154),\n",
       " ('bestehend', 153),\n",
       " ('alt', 153),\n",
       " ('fallen', 152),\n",
       " ('ordern', 152),\n",
       " ('öffnen', 151),\n",
       " ('genau', 151),\n",
       " ('pro', 151),\n",
       " ('vorliegen', 150),\n",
       " ('übertragen', 150),\n",
       " ('führen', 149),\n",
       " ('kontonummer', 149),\n",
       " ('durchführen', 148),\n",
       " ('hierzu', 148),\n",
       " ('alternativ', 148),\n",
       " ('enthalten', 148),\n",
       " ('kündigen', 148),\n",
       " ('entsprechen', 147),\n",
       " ('regelmäßig', 147),\n",
       " ('sicherheitsgrund', 146),\n",
       " ('ebenfalls', 145),\n",
       " ('weiterhin', 144),\n",
       " ('passieren', 144),\n",
       " ('nächst', 144),\n",
       " ('ausführen', 144),\n",
       " ('gerät', 143),\n",
       " ('zugang', 143),\n",
       " ('nachricht', 143),\n",
       " ('p-konto', 142),\n",
       " ('melden', 141),\n",
       " ('sogenannt', 140),\n",
       " ('durchfahren', 140),\n",
       " ('dauern', 139),\n",
       " ('schriftlich', 138),\n",
       " ('vergeben', 137),\n",
       " ('berücksichtigen', 137),\n",
       " ('€', 136),\n",
       " ('rechnung', 136),\n",
       " ('eröffnung', 136),\n",
       " ('verfügbar', 136),\n",
       " ('karte', 136),\n",
       " ('mindestens', 135),\n",
       " ('grund', 135),\n",
       " ('maximal', 135),\n",
       " ('vornehm', 134),\n",
       " ('dauerauftrag', 134),\n",
       " ('vollständig', 134),\n",
       " ('version', 133),\n",
       " ('betrag', 133),\n",
       " ('verwalten', 132),\n",
       " ('vergleichen', 132),\n",
       " ('unterschiedlich', 131),\n",
       " ('bic', 130),\n",
       " ('privat', 130),\n",
       " ('prozent', 130),\n",
       " ('verbindung', 129),\n",
       " ('bestellen', 129),\n",
       " ('hinweis', 128),\n",
       " ('computer', 128),\n",
       " ('empfehlen', 127),\n",
       " ('letzt', 127),\n",
       " ('lediglich', 127),\n",
       " ('fond', 126),\n",
       " ('günstig', 126),\n",
       " ('•', 125),\n",
       " ('elektronisch', 125),\n",
       " ('adresse', 125),\n",
       " ('ausfüllen', 125),\n",
       " ('verpflichten', 125),\n",
       " ('fragen', 124),\n",
       " ('akzeptieren', 124),\n",
       " ('versicherung', 124),\n",
       " ('mtan', 123),\n",
       " ('zeitpunkt', 121),\n",
       " ('installieren', 120),\n",
       " ('wechseln', 120),\n",
       " ('vornehmen', 120),\n",
       " ('kontoeröffnung', 119),\n",
       " ('bargeld', 119),\n",
       " ('verkaufen', 119),\n",
       " ('brauchen', 119),\n",
       " ('anfordern', 118),\n",
       " ('gemeinschaftskonto', 118),\n",
       " ('bestätigung', 117),\n",
       " ('produkt', 117),\n",
       " ('sms', 117),\n",
       " ('software', 116),\n",
       " ('wunsch', 116),\n",
       " ('kreditnehmer', 116),\n",
       " ('e-banking', 116),\n",
       " ('dienen', 115),\n",
       " ('zeitraum', 115),\n",
       " ('3d_secure', 115),\n",
       " ('didiapp', 114),\n",
       " ('schnellen', 114),\n",
       " ('ratenkredit', 114),\n",
       " ('anbieter', 114),\n",
       " ('erhöhen', 114),\n",
       " ('abschluss', 114),\n",
       " ('festgeldkonto', 114),\n",
       " ('einsetzen', 113),\n",
       " ('weltweit', 113),\n",
       " ('buchung', 113),\n",
       " ('tan-generator', 113),\n",
       " ('anmeldung', 112),\n",
       " ('per_e-mail', 112),\n",
       " ('gleich', 112),\n",
       " ('baufinanzierung', 112),\n",
       " ('unterschreiben', 111),\n",
       " ('aufklicken', 111),\n",
       " ('oglietzen', 110),\n",
       " ('nummer', 110),\n",
       " ('problem', 110),\n",
       " ('bonität', 110),\n",
       " ('onlinebanking', 110),\n",
       " ('geraten', 109),\n",
       " ('einsehen', 109),\n",
       " ('gläubiger', 109),\n",
       " ('erfolgreich', 108),\n",
       " ('anschließen', 108),\n",
       " ('ermöglichen', 108),\n",
       " ('empfänger', 108),\n",
       " ('kündigung', 108),\n",
       " ('forderung', 108),\n",
       " ('arbeiten', 107),\n",
       " ('tätig', 107),\n",
       " ('gemeinsam', 107),\n",
       " ('übernehmen', 106),\n",
       " ('limit', 106),\n",
       " ('prüfung', 106),\n",
       " ('verlust', 106),\n",
       " ('abfragen', 105),\n",
       " ('gesetzlich', 105),\n",
       " ('auszahlen', 105),\n",
       " ('bequem', 105),\n",
       " ('system', 104),\n",
       " ('jährlich', 104),\n",
       " ('kurs', 104),\n",
       " ('banking', 103),\n",
       " ('häufig', 103),\n",
       " ('festlegen', 103),\n",
       " ('wert', 103),\n",
       " ('schutz', 102),\n",
       " ('zusenden', 102),\n",
       " ('bereich', 102),\n",
       " ('schnell', 102),\n",
       " ('erscheinen', 101),\n",
       " ('auffordern', 101),\n",
       " ('einlagensicherung', 101),\n",
       " ('kontaktlos', 101),\n",
       " ('gesamt', 100),\n",
       " ('vorhanden', 100),\n",
       " ('einkauf', 100),\n",
       " ('einkommen', 100),\n",
       " ('gering', 100),\n",
       " ('menüpunkt', 99),\n",
       " ('frei', 99),\n",
       " ('mobilfunknummer', 99),\n",
       " ('mitarbeiter', 99),\n",
       " ('verlangen', 98),\n",
       " ('vertragen', 98),\n",
       " ('erheben', 98),\n",
       " ('währung', 97),\n",
       " ('login', 97),\n",
       " ('telefonnummer', 96),\n",
       " ('postident', 96),\n",
       " ('erfüllen', 96),\n",
       " ('unterschied', 96),\n",
       " ('übermitteln', 95),\n",
       " ('selbstverständlich', 95),\n",
       " ('code', 95),\n",
       " ('website', 95),\n",
       " ('profitieren', 95),\n",
       " ('kapitalertrag', 95),\n",
       " ('didipay', 95),\n",
       " ('unabhängig', 94),\n",
       " ('postfach', 94),\n",
       " ('gutschrift', 94),\n",
       " ('entgelt', 94),\n",
       " ('täglich', 93),\n",
       " ('immobilienfinanzierung', 93),\n",
       " ('einmalig', 92),\n",
       " ('tätigen', 92),\n",
       " ('anleger', 92),\n",
       " ('einliegen', 92),\n",
       " ('absichern', 92),\n",
       " ('empfangen', 91),\n",
       " ('mitteilung', 91),\n",
       " ('mobil', 91),\n",
       " ('kundenservice', 91),\n",
       " ('einloggen', 91),\n",
       " ('widerrufen', 91),\n",
       " ('unterschrift', 91),\n",
       " ('kind', 91),\n",
       " ('risiko', 91),\n",
       " ('finanziell', 91),\n",
       " ('erkennen', 90),\n",
       " ('erfahren', 90),\n",
       " ('link', 90),\n",
       " ('hbci', 90),\n",
       " ('beginnen', 89),\n",
       " ('terminal', 89),\n",
       " ('raten', 89),\n",
       " ('mandat', 89),\n",
       " ('entnehmen', 89),\n",
       " ('vergessen', 88),\n",
       " ('auswahl', 88),\n",
       " ('berater', 88),\n",
       " ('verstehen', 88),\n",
       " ('finanzieren', 88),\n",
       " ('ablauf', 87),\n",
       " ('umgehen', 87),\n",
       " ('kontaktieren', 87),\n",
       " ('derzeit', 87),\n",
       " ('programm', 87),\n",
       " ('gebühren', 87),\n",
       " ('zahlungsempfänger', 87),\n",
       " ('phone', 87),\n",
       " ('einzahlen', 87),\n",
       " ('mobiletan', 86),\n",
       " ('benutzen', 86),\n",
       " ('sepa', 86),\n",
       " ('nehmen', 86),\n",
       " ('befinden', 86),\n",
       " ('persönlich_datum', 86),\n",
       " ('abhängig', 86),\n",
       " ('auskunft', 85),\n",
       " ('garantieren', 85),\n",
       " ('nennen', 85),\n",
       " ('unterliegen', 85),\n",
       " ('anspruch', 85),\n",
       " ('versenden', 85),\n",
       " ('e-rechnung', 85),\n",
       " ('standard', 84),\n",
       " ('tan-verfahren', 84),\n",
       " ('verhindern', 84),\n",
       " ('genannt', 84),\n",
       " ('geschäft', 84),\n",
       " ('woche', 84),\n",
       " ('sparkonto', 84),\n",
       " ('tagesgeld', 84),\n",
       " ('rückzahlung', 84),\n",
       " ('anfragen', 83),\n",
       " ('button', 83),\n",
       " ('wahl', 83),\n",
       " ('kreditvertrag', 83),\n",
       " ('kirchensteuer', 83),\n",
       " ('korrekt', 82),\n",
       " ('falsch', 82),\n",
       " ('einzeln', 82),\n",
       " ('anrufen', 82),\n",
       " ('partner', 82),\n",
       " ('listen', 82),\n",
       " ('digipass', 82),\n",
       " ('zurückzahlen', 82),\n",
       " ('hilfe', 81),\n",
       " ('folgen', 81),\n",
       " ('basis', 81),\n",
       " ('legitimieren', 81),\n",
       " ('wünschen', 81),\n",
       " ('kontaktlos_bezahlen', 81),\n",
       " ('gelingen', 80),\n",
       " ('privatkunde', 80),\n",
       " ('karteninhaber', 80),\n",
       " ('versand', 80),\n",
       " ('schreiten', 80),\n",
       " ('summe', 80),\n",
       " ('eventuell', 79),\n",
       " ('verbinden', 79),\n",
       " ('anlage', 79),\n",
       " ('ausgeben', 79),\n",
       " ('didibank_poltawien', 79),\n",
       " ('smartphone_tablet', 78),\n",
       " ('verlieren', 78),\n",
       " ('bisherig', 78),\n",
       " ('verschlüsseln', 78),\n",
       " ('handy', 78),\n",
       " ('schick', 78),\n",
       " ('groß', 78),\n",
       " ('laufen', 78),\n",
       " ('besitzen', 78),\n",
       " ('art', 78),\n",
       " ('börse', 78),\n",
       " ('legen', 78),\n",
       " ('abheben', 77),\n",
       " ('nachweisen', 77),\n",
       " ('option', 77),\n",
       " ('einkaufen', 77),\n",
       " ('sondertilgung', 77),\n",
       " ('telefon-banking', 77),\n",
       " ('dividende', 77),\n",
       " ('bearbeiten', 76),\n",
       " ('verwendung', 76),\n",
       " ('lauten', 76),\n",
       " ('institut', 76),\n",
       " ('gut', 76),\n",
       " ('angabe', 76),\n",
       " ('anliegen', 76),\n",
       " ('niedrig', 76),\n",
       " ('feld', 76),\n",
       " ('anleihe', 76),\n",
       " ('etf', 76),\n",
       " ('plus', 76),\n",
       " ('bezahlvorgang', 76),\n",
       " ('identität', 75),\n",
       " ('aktiv', 75),\n",
       " ('januar', 75),\n",
       " ('mitglied', 75),\n",
       " ('kopie', 75),\n",
       " ('punkt', 74),\n",
       " ('ausreichen', 74),\n",
       " ('unterscheiden', 74),\n",
       " ('dispokredit', 74),\n",
       " ('übersicht', 74),\n",
       " ('identifizieren', 74),\n",
       " ('inklusive', 74),\n",
       " ('abbuchen', 74),\n",
       " ('aufnehmen', 74),\n",
       " ('gutgeschrieben', 74),\n",
       " ('gleichzeitig', 73),\n",
       " ('richten', 73),\n",
       " ('frist', 73),\n",
       " ('abrechnung', 73),\n",
       " ('steuerlich', 73),\n",
       " ('internetseite', 73),\n",
       " ('bereiten', 73),\n",
       " ('einsatz', 72),\n",
       " ('insbesondere', 72),\n",
       " ('etc.', 72),\n",
       " ('legitimation', 72),\n",
       " ('einstellen', 72),\n",
       " ('schreiben', 72),\n",
       " ('einzahlung', 72),\n",
       " ('leistung', 72),\n",
       " ('lesegerät', 72),\n",
       " ('anzeige', 71),\n",
       " ('wohnen', 71),\n",
       " ('preisen', 71),\n",
       " ('bestellung', 71),\n",
       " ('umschuldung', 71),\n",
       " ('abrufen', 70),\n",
       " ('einrichtung', 70),\n",
       " ('anzahl', 70),\n",
       " ('minute', 70),\n",
       " ('rechner', 70),\n",
       " ('ausländisch', 70),\n",
       " ('bankverbindung', 70),\n",
       " ('sepa-überweisung', 70),\n",
       " ('arbeitgeber', 70),\n",
       " ('sparkasse', 69),\n",
       " ('formen', 69),\n",
       " ('verwendungszweck', 69),\n",
       " ('verbraucher', 69),\n",
       " ('schuldner', 69),\n",
       " ('kreditantrag', 69),\n",
       " ('stelle', 68),\n",
       " ('versuchen', 68),\n",
       " ('zertifikat', 68),\n",
       " ('entstehen', 68),\n",
       " ('betriebssystem', 67),\n",
       " ('freigeben', 67),\n",
       " ('hinzufügen', 67),\n",
       " ('anforderung', 67),\n",
       " ('ander', 67),\n",
       " ('aufladen', 67),\n",
       " ('postident-verfahren', 67),\n",
       " ('cookies', 67),\n",
       " ('ort', 67),\n",
       " ('öffentlich', 67),\n",
       " ('e-mail-adresse', 67),\n",
       " ('ausdrucken', 67),\n",
       " ('lang', 67),\n",
       " ('tatsächlich', 67),\n",
       " ('anschließend', 67),\n",
       " ('sparen', 67),\n",
       " ('abwickeln', 67),\n",
       " ('deutsche_bank', 67),\n",
       " ('detail', 66),\n",
       " ('annehmen', 66),\n",
       " ('finanzamt', 66),\n",
       " ('kreditsumme', 66),\n",
       " ('verändern', 65),\n",
       " ('lässt', 65),\n",
       " ('bitten', 65),\n",
       " ('außerhalb', 65),\n",
       " ('§', 65),\n",
       " ('aktualisieren', 65),\n",
       " ('europäisch', 65),\n",
       " ('einziehen', 65),\n",
       " ('überblick', 65),\n",
       " ('visa', 65),\n",
       " ('didilogin', 65),\n",
       " ('chiptan-verfahren', 64),\n",
       " ('beantragung', 64),\n",
       " ('zielen', 64),\n",
       " ('pdf', 64),\n",
       " ('bedingung', 64),\n",
       " ('monatliche', 64),\n",
       " ('beratung', 64),\n",
       " ('vereinbaren', 64),\n",
       " ('richtig', 63),\n",
       " ('ausschließen', 63),\n",
       " ('freigeschaltet', 63),\n",
       " ('zukünftig', 63),\n",
       " ('thema', 63),\n",
       " ('belasten', 63),\n",
       " ('scheck', 63),\n",
       " ('fest', 63),\n",
       " ('zukunft', 63),\n",
       " ('helfen', 63),\n",
       " ('ausführung', 63),\n",
       " ('beliebig', 63),\n",
       " ('aktivierungscode', 63),\n",
       " ('kreditgeber', 63),\n",
       " ('position', 63),\n",
       " ('kontakt', 62),\n",
       " ('eingang', 62),\n",
       " ('zahlungsverkehr', 62),\n",
       " ('staat', 62),\n",
       " ('suchen', 62),\n",
       " ('didi_kreditkarte', 62),\n",
       " ('rate', 62),\n",
       " ('anteil', 62),\n",
       " ('nutzer', 61),\n",
       " ('steuer', 61),\n",
       " ('digital', 61),\n",
       " ('pin_tan', 61),\n",
       " ('herunterladen', 61),\n",
       " ('investieren', 61),\n",
       " ('chip', 61),\n",
       " ('gehören', 61),\n",
       " ('menü', 61),\n",
       " ('laufend', 61),\n",
       " ('ebics', 61),\n",
       " ('stets', 61),\n",
       " ('ermitteln', 61),\n",
       " ('international', 61),\n",
       " ('jahressteuerbescheinigung', 61),\n",
       " ('leisten', 61),\n",
       " ('webseite', 61),\n",
       " ('zinsertrag', 61),\n",
       " ('sollzins', 61),\n",
       " ('separat', 60),\n",
       " ('post', 60),\n",
       " ('chiptan', 60),\n",
       " ('freischaltung', 60),\n",
       " ('feststellen', 60),\n",
       " ('bankkonto', 60),\n",
       " ('gewährleisten', 60),\n",
       " ('attraktiv', 60),\n",
       " ('möglich', 60),\n",
       " ('weg', 60),\n",
       " ('gesetzlich_vertreter', 60),\n",
       " ('eingehen', 60),\n",
       " ('didicard', 60),\n",
       " ('abgeltungsteuer', 60),\n",
       " ('aktivierung', 59),\n",
       " ('per_sms', 59),\n",
       " ('verfügung_stellen', 59),\n",
       " ('insgesamt', 59),\n",
       " ('freischalten', 59),\n",
       " ('künftig', 59),\n",
       " ('deutlich', 59),\n",
       " ('beziehen', 59),\n",
       " ('dispositionskredit', 59),\n",
       " ('eigenkapital', 59),\n",
       " ('anspruch_nehmen', 59),\n",
       " ('möchten', 58),\n",
       " ('schritt', 58),\n",
       " ('schaden', 58),\n",
       " ('technisch', 58),\n",
       " ('email', 58),\n",
       " ('markt', 58),\n",
       " ('eignen', 58),\n",
       " ('berechnung', 58),\n",
       " ('vereinbarung', 58),\n",
       " ('pfändung', 58),\n",
       " ('positiv', 58),\n",
       " ('hand', 57),\n",
       " ('banking-app', 57),\n",
       " ('rechts', 57),\n",
       " ('rückseite', 57),\n",
       " ('niemals', 57),\n",
       " ('anpassen', 57),\n",
       " ('umbuchung', 57),\n",
       " ('abhängen', 57),\n",
       " ('ausstellen', 57),\n",
       " ('masterpass', 57),\n",
       " ('starten', 56),\n",
       " ('beenden', 56),\n",
       " ('beauftragen', 56),\n",
       " ('klick', 56),\n",
       " ('ablehnen', 56),\n",
       " ('angegeben', 56),\n",
       " ('portfolio', 56),\n",
       " ('manuell', 55),\n",
       " ('privatkonto', 55),\n",
       " ('zahl', 55),\n",
       " ('mobiltelefon', 55),\n",
       " ('grundlage', 55),\n",
       " ('erledigen', 55),\n",
       " ('account', 55),\n",
       " ('besonder', 55),\n",
       " ('termin', 55),\n",
       " ('handynummer', 54),\n",
       " ('kennwort', 54),\n",
       " ('gemäß', 54),\n",
       " ('inhaber', 54),\n",
       " ('bankarbeitstag', 54),\n",
       " ('regelung', 54),\n",
       " ('anhand', 54),\n",
       " ('weiterleiten', 54),\n",
       " ('fälligkeit', 54),\n",
       " ('beraten', 54),\n",
       " ('speziell', 54),\n",
       " ('eg', 54),\n",
       " ('hausbank', 54),\n",
       " ('turbo', 54),\n",
       " ('veranlassen', 53),\n",
       " ('werktag', 53),\n",
       " ('voll', 53),\n",
       " ('begrenzen', 53),\n",
       " ('zweck', 53),\n",
       " ('geldanlage', 53),\n",
       " ('online-brokerage', 53),\n",
       " ('reduzieren', 53),\n",
       " ('lohnen', 53),\n",
       " ('wesentlich', 53),\n",
       " ('volksbank_raiffeisenbank', 53),\n",
       " ('jahr', 53),\n",
       " ('teilnehmen', 53),\n",
       " ('ablösen', 53),\n",
       " ('freibetrag', 53),\n",
       " ('flexibel', 53),\n",
       " ('mobile-banking', 53),\n",
       " ('einholen', 52),\n",
       " ('secureapp', 52),\n",
       " ('anwendung', 52),\n",
       " ('möglichst', 52),\n",
       " ('gesetz', 52),\n",
       " ('bringen', 52),\n",
       " ('abwicklung', 52),\n",
       " ('ca.', 52),\n",
       " ('darstellen', 52),\n",
       " ('kurz', 52),\n",
       " ('belastung', 52),\n",
       " ('berechtigen', 52),\n",
       " ('fällig', 52),\n",
       " ('finden_antwort', 52),\n",
       " ('tilgung', 52),\n",
       " ('entfallen', 52),\n",
       " ('buchen', 52),\n",
       " ('wertpapierdepot', 52),\n",
       " ('keytrade_id', 52),\n",
       " ('konto-sms-service', 52),\n",
       " ('übertragung', 51),\n",
       " ('vorsehen', 51),\n",
       " ('verzichten', 51),\n",
       " ('datei', 51),\n",
       " ('konto_eröffnen', 51),\n",
       " ('vollmachen', 51),\n",
       " ('zeichen', 51),\n",
       " ('auslandsüberweisung', 51),\n",
       " ('bezeichnen', 51),\n",
       " ('personalausweis', 51),\n",
       " ('malen', 51),\n",
       " ('verwaltung', 51),\n",
       " ('allgemein', 51),\n",
       " ('didi_tagesgeldkonto', 51),\n",
       " ('tipp', 51),\n",
       " ('sparcard', 51),\n",
       " ('sparbuch', 51),\n",
       " ('faktor', 51),\n",
       " ('ausgewählt', 51),\n",
       " ('sepa-lastschrift', 51),\n",
       " ('didibank_kreditkarte', 51),\n",
       " ('bildschirm', 50),\n",
       " ('erzeugen', 50),\n",
       " ('gewählt', 50),\n",
       " ('entsperren', 50),\n",
       " ('mobiletan-verfahren', 50),\n",
       " ('sinnvoll', 50),\n",
       " ('gültigkeit', 50),\n",
       " ('usa', 50),\n",
       " ('hören', 50),\n",
       " ('verified_by_visa', 50),\n",
       " ('wissen', 50),\n",
       " ('vermeiden', 50),\n",
       " ('pushtan', 49),\n",
       " ('definieren', 49),\n",
       " ('missbrauch', 49),\n",
       " ('fremd', 49),\n",
       " ('geschäftskunde', 49),\n",
       " ('ergeben', 49),\n",
       " ('spätestens', 49),\n",
       " ('hausen', 49),\n",
       " ('information_finden', 49),\n",
       " ('antwort', 49),\n",
       " ('didi_banking', 49),\n",
       " ('kriterium', 49),\n",
       " ('betrüger', 49),\n",
       " ('fenster', 49),\n",
       " ('bausparvertrag', 49),\n",
       " ('eingeräumt_kontoüberziehung_dispo', 49),\n",
       " ('zinsbindung', 49),\n",
       " ('keyplan', 49),\n",
       " ('s-pushtan-app', 48),\n",
       " ('zurücksetzen', 48),\n",
       " ('erfassen', 48),\n",
       " ('ausfahren', 48),\n",
       " ('android', 48),\n",
       " ('kontostand', 48),\n",
       " ('datenschutz', 48),\n",
       " ('generell', 48),\n",
       " ('zeigen', 48),\n",
       " ('unterschrieben', 48),\n",
       " ('eindeutig', 48),\n",
       " ('anlagebetrag', 48),\n",
       " ('beinhalten', 48),\n",
       " ('deaktivieren', 48),\n",
       " ('order', 48),\n",
       " ('sonstig', 48),\n",
       " ('rendite', 48),\n",
       " ('festgelegt', 48),\n",
       " ('rechnen', 48),\n",
       " ('volljährig', 48),\n",
       " ('bedarf', 47),\n",
       " ('brief', 47),\n",
       " ('angezeigt', 47),\n",
       " ('benutzerkennung', 47),\n",
       " ('entwickeln', 47),\n",
       " ('gmbh', 47),\n",
       " ('leiten', 47),\n",
       " ('kaufpreis', 47),\n",
       " ('links', 47),\n",
       " ('geschehen', 47),\n",
       " ('eintragen', 47),\n",
       " ('gründen', 47),\n",
       " ('zuständig', 47),\n",
       " ('ausnahme', 47),\n",
       " ('machen', 47),\n",
       " ('verfügungsrahmen', 47),\n",
       " ('betreffen', 47),\n",
       " ('bankcard', 47),\n",
       " ('rahmenkredit', 47),\n",
       " ('pushtan-verfahren', 46),\n",
       " ('hinweisen', 46),\n",
       " ('firma', 46),\n",
       " ('vertragspartner', 46),\n",
       " ('sperre', 46),\n",
       " ('identifizierung', 46),\n",
       " ('einzugsermächtigung', 46),\n",
       " ('europäische', 46),\n",
       " ('generieren', 46),\n",
       " ('schließen', 46),\n",
       " ('wirtschaftlich', 46),\n",
       " ('kontoführung', 46),\n",
       " ('vermögen', 46),\n",
       " ('benutzername', 46),\n",
       " ('poltawien_poltawien', 46),\n",
       " ('zählen', 46),\n",
       " ('apple', 46),\n",
       " ('abgeltungssteuer', 46),\n",
       " ('vorgang', 46),\n",
       " ('alias', 46),\n",
       " ('natürlich_person', 45),\n",
       " ('negativ', 45),\n",
       " ('verzinsen', 45),\n",
       " ('ablaufen', 45),\n",
       " ('zustimmung', 45),\n",
       " ('laut', 45),\n",
       " ('unbedingt', 45),\n",
       " ('sprechen', 45),\n",
       " ('spät', 45),\n",
       " ('internetbanking', 45),\n",
       " ('maestro-bankomatkarte', 45),\n",
       " ('internetverbindung', 44),\n",
       " ('symbol', 44),\n",
       " ('kontodaten', 44),\n",
       " ('telefon', 44),\n",
       " ('iban_bic', 44),\n",
       " ('schulde', 44),\n",
       " ('offen', 44),\n",
       " ('anschrift', 44),\n",
       " ('ausweisen', 44),\n",
       " ('ansicht', 44),\n",
       " ('vorfälligkeitsentschädigung', 44),\n",
       " ('disagio', 44),\n",
       " ('abführen', 44),\n",
       " ('geld_abheben', 44),\n",
       " ('sicherheitscode', 44),\n",
       " ('kfw', 44),\n",
       " ('didi_bank_ebanking', 44),\n",
       " ('umstellen', 43),\n",
       " ('absicherung', 43),\n",
       " ('meldung', 43),\n",
       " ('itan', 43),\n",
       " ('server', 43),\n",
       " ('eu', 43),\n",
       " ('erstattung', 43),\n",
       " ('anschluss', 43),\n",
       " ('passend', 43),\n",
       " ('projekt', 43),\n",
       " ('teilnehmend', 43),\n",
       " ('card', 43),\n",
       " ('situation', 43),\n",
       " ('grundstück', 43),\n",
       " ('bearbeitung', 43),\n",
       " ('fahrzeug', 43),\n",
       " ('grundschuld', 43),\n",
       " ('förderung', 43),\n",
       " ('erlauben', 42),\n",
       " ('treffen', 42),\n",
       " ('display', 42),\n",
       " ('reiter', 42),\n",
       " ('umstellung', 42),\n",
       " ('ausnehmen', 42),\n",
       " ('automat', 42),\n",
       " ('stunde', 42),\n",
       " ('verlängern', 42),\n",
       " ('ec-karte', 42),\n",
       " ('status', 42),\n",
       " ('binden', 42),\n",
       " ('langfristig', 42),\n",
       " ('teilweise', 42),\n",
       " ('kreditbetrag', 42),\n",
       " ('klassisch', 42),\n",
       " ('girogo', 42),\n",
       " ('online-konto', 42),\n",
       " ('de-mail', 42),\n",
       " ('laden', 41),\n",
       " ('angepasst', 41),\n",
       " ('prepaid', 41),\n",
       " ('löschung', 41),\n",
       " ('elektronische', 41),\n",
       " ('gesellschaft', 41),\n",
       " ('verarbeiten', 41),\n",
       " ('drucken', 41),\n",
       " ('sperrung', 41),\n",
       " ('autorisieren', 41),\n",
       " ('geschäftstag', 41),\n",
       " ('auszug', 41),\n",
       " ('trojaner', 41),\n",
       " ('erwerben', 41),\n",
       " ('einzig', 41),\n",
       " ('maßnahme', 41),\n",
       " ('einheitlich', 41),\n",
       " ('zusammenhang', 41),\n",
       " ('kennen', 41),\n",
       " ('lade', 41),\n",
       " ('kostenlose', 41),\n",
       " ('weise', 41),\n",
       " ('lesen', 41),\n",
       " ('pfändungsschutzkonto', 41),\n",
       " ('nachweis', 41),\n",
       " ('firewall', 41),\n",
       " ('kreditwürdigkeit', 41),\n",
       " ('dienstleistung', 41),\n",
       " ('didibank_onlinebanking', 41),\n",
       " ('anschlussfinanzierung', 41),\n",
       " ('kombination', 41),\n",
       " ('entschädigung', 41),\n",
       " ('didi_bank_direkt', 41),\n",
       " ('zulassen', 40),\n",
       " ('stark', 40),\n",
       " ('vorgeben', 40),\n",
       " ('ergebnis', 40),\n",
       " ('dauerhaft', 40),\n",
       " ('pin_ändern', 40),\n",
       " ('folge', 40),\n",
       " ('komplett', 40),\n",
       " ('gültige', 40),\n",
       " ('einbehalten', 40),\n",
       " ('anfallend', 40),\n",
       " ('lösung', 40),\n",
       " ('vertrag', 40),\n",
       " ('gesetzliche', 40),\n",
       " ('modern', 40),\n",
       " ('immobilienkredit', 40),\n",
       " ('ec-terminal', 40),\n",
       " ('freigabe', 39),\n",
       " ('installation', 39),\n",
       " ('netbank', 39),\n",
       " ('online-pin', 39),\n",
       " ('virus', 39),\n",
       " ('variante', 39),\n",
       " ('selbstständig', 39),\n",
       " ('million', 39),\n",
       " ('einzelfall', 39),\n",
       " ('homepage', 39),\n",
       " ('einzug', 39),\n",
       " ('maximal_eur', 39),\n",
       " ...]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cw_s"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[('didibankcard', 0.9546463489532471),\n",
       " ('bargeldlos_bezahlen', 0.9544440507888794),\n",
       " ('girocard_v_pay', 0.9528388977050781),\n",
       " ('didibank-bankcard', 0.9490991234779358),\n",
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       " ('akzeptanzstellen', 0.9417233467102051),\n",
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       " ('visa_mastercard', 0.9042991399765015),\n",
       " ('kontaktlos-funktion', 0.9007651805877686),\n",
       " ('visa', 0.8986638188362122),\n",
       " ('kontaktlos_zahlung', 0.8975607752799988),\n",
       " ('nfc', 0.8967311382293701),\n",
       " ('kontaktlos-zeichen', 0.8958956599235535),\n",
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       " ('auslandseinsatzentgelt', 0.8219464421272278),\n",
       " ('girocard_kontaktlos', 0.8218024969100952),\n",
       " ('kostenlos_bargeld_abheben', 0.8211525082588196),\n",
       " ('didicard_girogo', 0.8195558786392212),\n",
       " ('mastercard_®', 0.8186852335929871),\n",
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       " ('aufbau', 0.8150574564933777),\n",
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       " ('electronic_cash', 0.8142670392990112),\n",
       " ('europa', 0.8139554858207703),\n",
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       " ('bezahlterminal', 0.813664436340332),\n",
       " ('bargeld_abheben', 0.8136377334594727),\n",
       " ('kontaktlos_didibank_kreditkarte', 0.8134166598320007),\n",
       " ('genossenschaftlich', 0.8100255727767944),\n",
       " ('verständigen', 0.8085585832595825),\n",
       " ('ambibank-tankstellen', 0.8070505857467651),\n",
       " ('geld_abheben', 0.8056506514549255),\n",
       " ('welt', 0.805217444896698),\n",
       " ('elektronische_geldbörse', 0.8043912649154663),\n",
       " ('logo', 0.8036943078041077),\n",
       " ('council', 0.8022949695587158),\n",
       " ('bankcard', 0.8019460439682007)]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.most_similar('v_pay',topn=100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('umstand', 39),\n",
       " ('zahlungseingang', 39),\n",
       " ('kartennummer', 39),\n",
       " ('planen', 39),\n",
       " ('nötigen', 39),\n",
       " ('blicken', 39),\n",
       " ('finanzinstitut', 39),\n",
       " ('überall', 39),\n",
       " ('erstatten', 39),\n",
       " ('wohnung', 39),\n",
       " ('beitrag', 39),\n",
       " ('giro', 39),\n",
       " ('steuererklärung', 39),\n",
       " ('phishing', 39),\n",
       " ('kauf', 39),\n",
       " ('kapital', 39),\n",
       " ('shortpin', 39),\n",
       " ('aufrufen', 38),\n",
       " ('einzelne', 38),\n",
       " ('anklicken', 38),\n",
       " ('eintrag', 38),\n",
       " ('einreichung', 38),\n",
       " ('inland', 38),\n",
       " ('deutsche_post', 38),\n",
       " ('steuerbescheinigung', 38),\n",
       " ('europa', 38),\n",
       " ('gläubiger-id', 38),\n",
       " ('maximal_euro', 38),\n",
       " ('anfällen', 38),\n",
       " ('zeitlich', 38),\n",
       " ('aufforderung', 38),\n",
       " ('selbständig', 38),\n",
       " ('kaufen_verkaufen', 38),\n",
       " ('rente', 38),\n",
       " ('vorlegen', 38),\n",
       " ('widersprechen', 38),\n",
       " ('haften', 38),\n",
       " ('gehalt', 38),\n",
       " ('erzielen', 38),\n",
       " ('genutzt', 38),\n",
       " ('geldanlagen', 38),\n",
       " ('drücken', 37),\n",
       " ('sorgen', 37),\n",
       " ('kontrollieren', 37),\n",
       " ('starmoney', 37),\n",
       " ('relevant', 37),\n",
       " ('buchstabe', 37),\n",
       " ('sicherstellen', 37),\n",
       " ('erfasst', 37),\n",
       " ('rechtlich', 37),\n",
       " ('kategorie', 37),\n",
       " ('rechtzeitig', 37),\n",
       " ('profil', 37),\n",
       " ('bekannt', 37),\n",
       " ('geschäftlich', 37),\n",
       " ('seitens', 37),\n",
       " ('stecken', 37),\n",
       " ('komfortabel', 37),\n",
       " ('versichern', 37),\n",
       " ('teuer', 37),\n",
       " ('fördern', 37),\n",
       " ('visa_card', 37),\n",
       " ('3d', 37),\n",
       " ('autokredit', 37),\n",
       " ('didibank2', 37),\n",
       " ('direktbank', 37),\n",
       " ('ebanking', 37),\n",
       " ('zuschicken', 36),\n",
       " ('benachrichtigung', 36),\n",
       " ('aufruf', 36),\n",
       " ('ausreichend', 36),\n",
       " ('kundennummer', 36),\n",
       " ('durchführung', 36),\n",
       " ('mtan-verfahren', 36),\n",
       " ('ssl', 36),\n",
       " ('anleitung', 36),\n",
       " ('unverzüglich', 36),\n",
       " ('zustellen', 36),\n",
       " ('gesichert', 36),\n",
       " ('online-banking_service', 36),\n",
       " ('ziffer', 36),\n",
       " ('rufnummer', 36),\n",
       " ('auswirkung', 36),\n",
       " ('schicken', 36),\n",
       " ('ertrag', 36),\n",
       " ('bankgeschäft', 36),\n",
       " ('unmittelbar', 36),\n",
       " ('trennen', 36),\n",
       " ('sinken', 36),\n",
       " ('standardmäßig', 36),\n",
       " ('basiskonto', 36),\n",
       " ('kontoverbindung', 36),\n",
       " ('gerichtsvollzieher', 36),\n",
       " ('nämlich', 36),\n",
       " ('staatlich', 36),\n",
       " ('kurzfristig', 36),\n",
       " ('kundenberater', 36),\n",
       " ('kreditzins', 36),\n",
       " ('online-banking-bereich', 36),\n",
       " ('global_analyzer', 36),\n",
       " ('gegenkonto', 36),\n",
       " ('maestro-card', 36),\n",
       " ('online_banking', 35),\n",
       " ('ios', 35),\n",
       " ('fordern', 35),\n",
       " ('zugriff', 35),\n",
       " ('kommunikation', 35),\n",
       " ('euro_pro', 35),\n",
       " ('vorlage', 35),\n",
       " ('ausweis', 35),\n",
       " ('freiberufler', 35),\n",
       " ('gewerblich', 35),\n",
       " ('kreditanfrage', 35),\n",
       " ('eur_pro', 35),\n",
       " ('nfc', 35),\n",
       " ('kostenpflichtig', 35),\n",
       " ('mithilfe', 35),\n",
       " ('inländisch', 35),\n",
       " ('de', 35),\n",
       " ('betragen_eur', 35),\n",
       " ('weit', 35),\n",
       " ('inhalt', 35),\n",
       " ('erfragen', 35),\n",
       " ('portal', 35),\n",
       " ('bankleitzahl', 35),\n",
       " ('anwenden', 35),\n",
       " ('beantworten', 35),\n",
       " ('neukunde', 35),\n",
       " ('verrechnen', 35),\n",
       " ('didivermögen', 35),\n",
       " ('mieten', 35),\n",
       " ('vermieter', 35),\n",
       " ('anruf', 35),\n",
       " ('umfasst', 35),\n",
       " ('höchstbetrag', 35),\n",
       " ('bereitstellen', 35),\n",
       " ('didibank_bank_poltawien-poltawien', 35),\n",
       " ('netbanking', 35),\n",
       " ('handelspartner', 35),\n",
       " ('online-postfach', 35),\n",
       " ('deaktiviert', 34),\n",
       " ('verschicken', 34),\n",
       " ('verknüpfen', 34),\n",
       " ('schufa-auskunft', 34),\n",
       " ('folgende', 34),\n",
       " ('identisch', 34),\n",
       " ('abmelden', 34),\n",
       " ('vollmacht', 34),\n",
       " ('das_heißt', 34),\n",
       " ('fehlermeldung', 34),\n",
       " ('stornieren', 34),\n",
       " ('unterzeichnen', 34),\n",
       " ('zurückgeben', 34),\n",
       " ('anzeigen_lassen', 34),\n",
       " ('flexibilität', 34),\n",
       " ('personalausweis_reisepass', 34),\n",
       " ('finanzstatus', 34),\n",
       " ('ergänzen', 34),\n",
       " ('erfahrung', 34),\n",
       " ('steigen', 34),\n",
       " ('deutschen', 34),\n",
       " ('montags_freitags', 34),\n",
       " ('fingerabdruck', 34),\n",
       " ('vorzeitig', 34),\n",
       " ('vorteil_bieten', 34),\n",
       " ('günstige', 34),\n",
       " ('verzinsung', 34),\n",
       " ('ändern_löschen', 34),\n",
       " ('geltend', 34),\n",
       " ('kundenbetreuer', 34),\n",
       " ('wohnsitz_poltawien', 34),\n",
       " ('bankkarte', 34),\n",
       " ('vorher', 33),\n",
       " ('sicherheitsverfahren', 33),\n",
       " ('zahlungsauftrag', 33),\n",
       " ('sekunde', 33),\n",
       " ('postbox', 33),\n",
       " ('leben', 33),\n",
       " ('preisverzeichnis_leistungsverzeichnis', 33),\n",
       " ('bestimmung', 33),\n",
       " ('abhebung', 33),\n",
       " ('pin-eingabe', 33),\n",
       " ('zwingen', 33),\n",
       " ('sepa-lastschriftmandat', 33),\n",
       " ('vergabe', 33),\n",
       " ('bargeld_abheben', 33),\n",
       " ('zuordnen', 33),\n",
       " ('bestehen_möglichkeit', 33),\n",
       " ('sinnen', 33),\n",
       " ('prepaid-karte', 33),\n",
       " ('saldo', 33),\n",
       " ('einlagensicherungssystem', 33),\n",
       " ('wende', 33),\n",
       " ('sicherheitsstandard', 33),\n",
       " ('pfänden', 33),\n",
       " ('aussetzen', 33),\n",
       " ('sparer-pauschbetrag', 33),\n",
       " ('mobile', 33),\n",
       " ('forward-darlehen', 33),\n",
       " ('nichtveranlagungsbescheinigung', 33),\n",
       " ('gewiß', 32),\n",
       " ('verschlüsselung', 32),\n",
       " ('kontaktformular', 32),\n",
       " ('internet_explorer', 32),\n",
       " ('anfrage', 32),\n",
       " ('belegen', 32),\n",
       " ('entscheidung', 32),\n",
       " ('auto', 32),\n",
       " ('finanz', 32),\n",
       " ('voraussetzung_erfüllen', 32),\n",
       " ('startseite', 32),\n",
       " ('überschreiten', 32),\n",
       " ('faxen', 32),\n",
       " ('halt', 32),\n",
       " ('per_faxen', 32),\n",
       " ('finanzübersicht', 32),\n",
       " ('bescheinigung', 32),\n",
       " ('übersteigen', 32),\n",
       " ('kontoführungsgebühr', 32),\n",
       " ('identifikation', 32),\n",
       " ('brokerage', 32),\n",
       " ('effektivzins', 32),\n",
       " ('bundeszentralamt_steuer', 32),\n",
       " ('cash', 32),\n",
       " ('konkret', 32),\n",
       " ('verlust_diebstahl', 32),\n",
       " ('freistellungsauftrag_erteilen', 32),\n",
       " ('festgeldanlage', 32),\n",
       " ('analyse', 32),\n",
       " ('online-banking-zugang', 31),\n",
       " ('kundendaten', 31),\n",
       " ('maximale', 31),\n",
       " ('telefon-pin', 31),\n",
       " ('bezahlung', 31),\n",
       " ('fints', 31),\n",
       " ('meistens', 31),\n",
       " ('tragen', 31),\n",
       " ('aufgeben', 31),\n",
       " ('download', 31),\n",
       " ('entfernen', 31),\n",
       " ('erhöhung', 31),\n",
       " ('auslösen', 31),\n",
       " ('üblich', 31),\n",
       " ('national', 31),\n",
       " ('aufweisen', 31),\n",
       " ('original', 31),\n",
       " ('postalisch', 31),\n",
       " ('zustellung', 31),\n",
       " ('deckung', 31),\n",
       " ('spielen', 31),\n",
       " ('umschulden', 31),\n",
       " ('können', 31),\n",
       " ('gesamt_laufzeit', 31),\n",
       " ('bauen', 31),\n",
       " ('transaktionsnummer', 31),\n",
       " ('phototan', 31),\n",
       " ('postfiliale', 31),\n",
       " ('einleger', 31),\n",
       " ('easytan', 31),\n",
       " ('top-girokonto', 31),\n",
       " ('schlüsseln', 30),\n",
       " ('veränderung', 30),\n",
       " ('auswirken', 30),\n",
       " ('sperren_lassen', 30),\n",
       " ('business', 30),\n",
       " ('abbrechen', 30),\n",
       " ('punkten', 30),\n",
       " ('darstellung', 30),\n",
       " ('extra', 30),\n",
       " ('vorgehen', 30),\n",
       " ('bezeichnung', 30),\n",
       " ('chipkarte', 30),\n",
       " ('investition', 30),\n",
       " ('spezielle', 30),\n",
       " ('sichtbar', 30),\n",
       " ('ähnlich', 30),\n",
       " ('einfluss', 30),\n",
       " ('teilen', 30),\n",
       " ('einführen', 30),\n",
       " ('genauso', 30),\n",
       " ('ansässig', 30),\n",
       " ('gegensatz', 30),\n",
       " ('masterpass_profil', 30),\n",
       " ('logo', 30),\n",
       " ('stück', 30),\n",
       " ('interesse', 30),\n",
       " ('ständig', 30),\n",
       " ('gemeinschaftlich', 30),\n",
       " ('tilgen', 30),\n",
       " ('klären', 30),\n",
       " ('gewinnen', 30),\n",
       " ('arbeit', 30),\n",
       " ('arbeitslosigkeit', 30),\n",
       " ('quartal', 30),\n",
       " ('übermittlung', 30),\n",
       " ('notar', 30),\n",
       " ('sparer', 30),\n",
       " ('kreditvergabe', 30),\n",
       " ('kasse', 30),\n",
       " ('kartenausgebenden_bank', 30),\n",
       " ('crs', 30),\n",
       " ('variabel', 30),\n",
       " ('restschuld', 30),\n",
       " ('verrechnungskonto', 30),\n",
       " ('banking_app', 30),\n",
       " ('didionline-banking', 30),\n",
       " ('portfolios', 30),\n",
       " ('wertpapierkonto', 30),\n",
       " ('kreissparkasse_oglietzen', 30),\n",
       " ('office-banking', 30),\n",
       " ('nachträglich', 29),\n",
       " ('steuern', 29),\n",
       " ('falsch_eingeben', 29),\n",
       " ('unterkonto', 29),\n",
       " ('vermerken', 29),\n",
       " ('todesfall', 29),\n",
       " ('namensänderung', 29),\n",
       " ('selbstständige', 29),\n",
       " ('achtung', 29),\n",
       " ('bargeldabhebung', 29),\n",
       " ('begleichen', 29),\n",
       " ('selten', 29),\n",
       " ('zahler', 29),\n",
       " ('identifikationsnummer', 29),\n",
       " ('sumup', 29),\n",
       " ('autorisierung', 29),\n",
       " ('erreichbar', 29),\n",
       " ('eintragung', 29),\n",
       " ('privateperson', 29),\n",
       " ('kontobewegung', 29),\n",
       " ('echtzeit', 29),\n",
       " ('kreditkartenabrechnung', 29),\n",
       " ('voneinander', 29),\n",
       " ('schaltfläche', 29),\n",
       " ('investmentfonds', 29),\n",
       " ('technologie', 29),\n",
       " ('bundesbank', 29),\n",
       " ('erklären', 29),\n",
       " ('vergleichbar', 29),\n",
       " ('unterhalten', 29),\n",
       " ('student', 29),\n",
       " ('errechnen', 29),\n",
       " ('benötige', 29),\n",
       " ('mehrfach', 29),\n",
       " ('mindestens_euro', 29),\n",
       " ('3d-secure', 29),\n",
       " ('gericht', 29),\n",
       " ('absender', 29),\n",
       " ('grundbuch', 29),\n",
       " ('geldeingang', 29),\n",
       " ('v_pay', 29),\n",
       " ('tresor', 29),\n",
       " ('kapitalertragsteuer', 29),\n",
       " ('umsetzen', 29),\n",
       " ('vereinen', 29),\n",
       " ('entwicklung', 29),\n",
       " ('bereitstellungszins', 29),\n",
       " ('mastercard_securecode', 29),\n",
       " ('keytrade', 29),\n",
       " ('denken', 28),\n",
       " ('einfach_online', 28),\n",
       " ('zahlreiche', 28),\n",
       " ('bekomme', 28),\n",
       " ('aktuell_version', 28),\n",
       " ('ehepartner', 28),\n",
       " ('e-mail_email', 28),\n",
       " ('einkunft', 28),\n",
       " ('zumindest', 28),\n",
       " ('zuzüglich', 28),\n",
       " ('entsprechend_formular', 28),\n",
       " ('ziehen', 28),\n",
       " ('gläubiger-identifikationsnummer', 28),\n",
       " ('umfangreich', 28),\n",
       " ('firmenkunde', 28),\n",
       " ('unverändert', 28),\n",
       " ('detailliert', 28),\n",
       " ('virtuelle_handynummer', 28),\n",
       " ('sicherheitsfrage', 28),\n",
       " ('arbeitstag', 28),\n",
       " ('vermögensauskunft', 28),\n",
       " ('ratenzahlung', 28),\n",
       " ('innerhalb_woche', 28),\n",
       " ('erwarten', 28),\n",
       " ('erteilung', 28),\n",
       " ('eigentlich', 28),\n",
       " ('nähen', 28),\n",
       " ('kümmern', 28),\n",
       " ('überziehen', 28),\n",
       " ('ambibank_card_debitkarte', 28),\n",
       " ('kontaktdaten', 28),\n",
       " ('einführung', 28),\n",
       " ('basieren', 28),\n",
       " ('kontaktlos-funktion', 28),\n",
       " ('zahlungspflichtige', 28),\n",
       " ('zahlungspartner', 28),\n",
       " ('bonitätsabhängig', 28),\n",
       " ('restschuldversicherung', 28),\n",
       " ('mal', 28),\n",
       " ('methode', 28),\n",
       " ('pin-code', 28),\n",
       " ('prämie', 28),\n",
       " ('benutzer', 28),\n",
       " ('https', 28),\n",
       " ('didi-festgeldanlage', 28),\n",
       " ('premium-karte', 28),\n",
       " ('top-kredit', 28),\n",
       " ('booster', 28),\n",
       " ('aufbauen', 27),\n",
       " ('manuelle', 27),\n",
       " ('verbunden', 27),\n",
       " ('vertraulich', 27),\n",
       " ('geschäftsbedingungen', 27),\n",
       " ('aufbewahren', 27),\n",
       " ('erweitern', 27),\n",
       " ('adressänderung', 27),\n",
       " ('auflösen', 27),\n",
       " ('finanzsoftware', 27),\n",
       " ('terminüberweisung', 27),\n",
       " ('aktualisierung', 27),\n",
       " ('tätigkeit', 27),\n",
       " ('bezug', 27),\n",
       " ('gebührenfrei', 27),\n",
       " ('möglicherweise', 27),\n",
       " ('bankverbindungen', 27),\n",
       " ('tin', 27),\n",
       " ('lastschrifteinzug', 27),\n",
       " ('ersetzen', 27),\n",
       " ('kartenzahlung', 27),\n",
       " ('aufheben', 27),\n",
       " ('ungültig', 27),\n",
       " ('erklärung', 27),\n",
       " ('pflicht', 27),\n",
       " ('egal', 27),\n",
       " ('einnehmen', 27),\n",
       " ('betreiben', 27),\n",
       " ('berechtigung', 27),\n",
       " ('kündigungsfrist', 27),\n",
       " ('erstmalig', 27),\n",
       " ('behörde', 27),\n",
       " ('abgeben', 27),\n",
       " ('widerspruch', 27),\n",
       " ('erstellung', 27),\n",
       " ('fällen', 27),\n",
       " ('ursprünglich', 27),\n",
       " ('kreditlaufzeit', 27),\n",
       " ('abtretung', 27),\n",
       " ('trotzen', 27),\n",
       " ('dispo', 27),\n",
       " ('chance', 27),\n",
       " ('abzug', 27),\n",
       " ('per_e-mail_email', 27),\n",
       " ('begreifen', 27),\n",
       " ('vermitteln', 27),\n",
       " ('aktion', 27),\n",
       " ('erwerb', 27),\n",
       " ('notieren', 27),\n",
       " ('währen', 27),\n",
       " ('fatca', 27),\n",
       " ('bafin', 27),\n",
       " ('postkorb', 27),\n",
       " ('rechnungssteller', 27),\n",
       " ('erst-pin', 27),\n",
       " ('bauzins', 27),\n",
       " ('online-festgeld', 27),\n",
       " ('drittanbieter', 27),\n",
       " ('didi-sparkonto', 27),\n",
       " ('3d_secure_verfahren', 27),\n",
       " ('dididispo', 27),\n",
       " ('securecode', 27),\n",
       " ('endgerät', 26),\n",
       " ('erheblich', 26),\n",
       " ('kenntnis', 26),\n",
       " ('folgend_link', 26),\n",
       " ('zulässig', 26),\n",
       " ('extern', 26),\n",
       " ('darlehensnehmer', 26),\n",
       " ('verhältnis', 26),\n",
       " ('geburtsdatum', 26),\n",
       " ('kommen', 26),\n",
       " ('abdecken', 26),\n",
       " ('besuchen', 26),\n",
       " ('visa_mastercard', 26),\n",
       " ('und_so_weiter', 26),\n",
       " ('ansprechpartner', 26),\n",
       " ('anlagekonto', 26),\n",
       " ('endgültig', 26),\n",
       " ('beschränken', 26),\n",
       " ('optisch', 26),\n",
       " ('grafik', 26),\n",
       " ('problemlos', 26),\n",
       " ('weiß', 26),\n",
       " ('bestimmt', 26),\n",
       " ('finden_url', 26),\n",
       " ('umfassend', 26),\n",
       " ('üblicherweise', 26),\n",
       " ('internationale', 26),\n",
       " ('kreditkartenkonto', 26),\n",
       " ('geldkarte', 26),\n",
       " ('decken', 26),\n",
       " ('plus-verfahren', 26),\n",
       " ('obwohl', 26),\n",
       " ('einräumen', 26),\n",
       " ('ausfällen', 26),\n",
       " ('kreditrate', 26),\n",
       " ('nebenkosten', 26),\n",
       " ('ausgleichen', 26),\n",
       " ('rendite_plus', 26),\n",
       " ('automatische', 26),\n",
       " ('mobil_bezahlen', 26),\n",
       " ('ersatzkarte', 26),\n",
       " ('wofür', 26),\n",
       " ('nachteil', 26),\n",
       " ('sammeln', 26),\n",
       " ('arbeitsunfähigkeit', 26),\n",
       " ('bestehend_kredit', 26),\n",
       " ('genehmigen', 26),\n",
       " ('mandatsreferenz', 26),\n",
       " ('darlehensvertrag', 26),\n",
       " ('folgejahr', 26),\n",
       " ('bearbeitungsgebühr', 26),\n",
       " ('unbekannt', 26),\n",
       " ('filialbank', 26),\n",
       " ('didisecureapp', 26),\n",
       " ('vr-kennung', 26),\n",
       " ('vorteilskonto', 26),\n",
       " ('top-zinskonto', 26),\n",
       " ('registrierungsbrief', 25),\n",
       " ('mobil_endgerät', 25),\n",
       " ('auftragsdaten', 25),\n",
       " ('hersteller', 25),\n",
       " ('zustimmen', 25),\n",
       " ('karten_sperren', 25),\n",
       " ('interessieren', 25),\n",
       " ('gespeichert', 25),\n",
       " ('zurzeit', 25),\n",
       " ('tod', 25),\n",
       " ('auftreten', 25),\n",
       " ('teil', 25),\n",
       " ('regel', 25),\n",
       " ('fehler', 25),\n",
       " ('ehegatte', 25),\n",
       " ('gefahr', 25),\n",
       " ('nachfolgend', 25),\n",
       " ('eingereicht', 25),\n",
       " ('abrechnen', 25),\n",
       " ('einschließlich', 25),\n",
       " ('verhalten', 25),\n",
       " ('differenz', 25),\n",
       " ('existieren', 25),\n",
       " ('mindestens_monat', 25),\n",
       " ('abbuchung', 25),\n",
       " ('nutzbar', 25),\n",
       " ('benutzerverwaltung', 25),\n",
       " ('hotline', 25),\n",
       " ('bürgschaft', 25),\n",
       " ('rollen', 25),\n",
       " ('mail', 25),\n",
       " ('gesetzlich_verpflichten', 25),\n",
       " ('bar', 25),\n",
       " ('unbefristet', 25),\n",
       " ('dispozins', 25),\n",
       " ('volljährigkeit', 25),\n",
       " ('angeboten', 25),\n",
       " ('kontowechselservice', 25),\n",
       " ('februar', 25),\n",
       " ('bankkunde', 25),\n",
       " ('pin_eingeben', 25),\n",
       " ('antragsteller', 25),\n",
       " ('windows', 25),\n",
       " ('uneingeschränkt', 25),\n",
       " ('sepa-mandat', 25),\n",
       " ('smartüberweisung', 25),\n",
       " ('komfort-konto', 25),\n",
       " ('registrierungsprozess', 24),\n",
       " ('datenübertragung', 24),\n",
       " ('einhalten', 24),\n",
       " ('postweg', 24),\n",
       " ('wirksam', 24),\n",
       " ('kontinuierlich', 24),\n",
       " ('freuen', 24),\n",
       " ('garantie', 24),\n",
       " ('transaktionsdaten', 24),\n",
       " ('stattfinden', 24),\n",
       " ('einschränkung', 24),\n",
       " ('verbessern', 24),\n",
       " ('premium', 24),\n",
       " ('banken_sparkasse', 24),\n",
       " ('binnen', 24),\n",
       " ('häkchen', 24),\n",
       " ('unbegrenzt', 24),\n",
       " ('ansonsten', 24),\n",
       " ('entsperrung', 24),\n",
       " ('genügen', 24),\n",
       " ('frankfurt', 24),\n",
       " ('ruf', 24),\n",
       " ('kontoeröffnungsantrag', 24),\n",
       " ('nachfragen', 24),\n",
       " ('menüpunkt_service', 24),\n",
       " ('kreditrahmen', 24),\n",
       " ('unterwegs', 24),\n",
       " ('kontoinformationen', 24),\n",
       " ('firefox', 24),\n",
       " ('blockieren', 24),\n",
       " ('personenbezogen_datum', 24),\n",
       " ('passwort_vergessen', 24),\n",
       " ('emittent', 24),\n",
       " ('vorschrift', 24),\n",
       " ('zusätzlich_kosten', 24),\n",
       " ('europäische_union', 24),\n",
       " ('getätigt', 24),\n",
       " ('%_%', 24),\n",
       " ('beschreiben', 24),\n",
       " ('push-nachricht', 24),\n",
       " ('dienstleister', 24),\n",
       " ('finanziell_situation', 24),\n",
       " ('lage', 24),\n",
       " ('bilden', 24),\n",
       " ('schuldnerberatungsstelle', 24),\n",
       " ('verschaffen', 24),\n",
       " ('maßgeblich', 24),\n",
       " ('visa-karte', 24),\n",
       " ('letzt_monat', 24),\n",
       " ('reiter_service', 24),\n",
       " ('bzst', 24),\n",
       " ('treten', 24),\n",
       " ('bewerten', 24),\n",
       " ('optimal', 24),\n",
       " ('unverbindlich', 24),\n",
       " ('vertragsabschluss', 24),\n",
       " ('gold', 24),\n",
       " ('e-commerce-tan', 24),\n",
       " ('teilnahme', 24),\n",
       " ('gehaltseingang', 24),\n",
       " ('mindestanlagebetrag', 24),\n",
       " ('otp', 24),\n",
       " ('didirahmenkredit_rahmenkredit', 24),\n",
       " ('banking-software', 23),\n",
       " ('abweichen', 23),\n",
       " ('iphone', 23),\n",
       " ('letzte', 23),\n",
       " ('ankosten', 23),\n",
       " ('juristisch', 23),\n",
       " ('steuerpflichtig', 23),\n",
       " ('standardisieren', 23),\n",
       " ('legitimationsprüfung', 23),\n",
       " ('formlos', 23),\n",
       " ('swift', 23),\n",
       " ('steuerberater', 23),\n",
       " ('streng', 23),\n",
       " ('hinsichtlich', 23),\n",
       " ('einzelkonto', 23),\n",
       " ('virenscanner', 23),\n",
       " ('eigentümer', 23),\n",
       " ('kreditkartendaten', 23),\n",
       " ('anweisung', 23),\n",
       " ('größe', 23),\n",
       " ('verbuchen', 23),\n",
       " ('orderbuch', 23),\n",
       " ('zeichnen', 23),\n",
       " ('wertpapiergeschäft', 23),\n",
       " ('didieasy', 23),\n",
       " ('fremdwährung', 23),\n",
       " ('rein', 23),\n",
       " ('beteiligen', 23),\n",
       " ('u.a.', 23),\n",
       " ('mahnung', 23),\n",
       " ('schwer', 23),\n",
       " ('freiwillig', 23),\n",
       " ('ansprechen', 23),\n",
       " ('grundfreibetrag', 23),\n",
       " ('pfändbar', 23),\n",
       " ('nachkommen', 23),\n",
       " ('gebrauchen', 23),\n",
       " ('unkompliziert', 23),\n",
       " ('€_pro', 23),\n",
       " ('vereinfachen', 23),\n",
       " ('brauche', 23),\n",
       " ('quellensteuer', 23),\n",
       " ('uniondepot', 23),\n",
       " ('zugang_online-banking', 23),\n",
       " ('zinszahlung', 23),\n",
       " ('sicherheitsmerkmal', 23),\n",
       " ('standort', 23),\n",
       " ('geld_senden_anfordern', 23),\n",
       " ('klein', 23),\n",
       " ('analysieren', 23),\n",
       " ('werten', 23),\n",
       " ('lastschriftverfahren', 23),\n",
       " ('niederländisch', 23),\n",
       " ('käufer', 23),\n",
       " ('micro-bankomatkarte', 23),\n",
       " ('fsa', 23),\n",
       " ('businessline', 23),\n",
       " ('vorkommen', 22),\n",
       " ('start', 22),\n",
       " ('alternative', 22),\n",
       " ('verbleibend', 22),\n",
       " ('rubrik', 22),\n",
       " ('abspeichern', 22),\n",
       " ('folgemonat', 22),\n",
       " ('abs.', 22),\n",
       " ('zurücksenden', 22),\n",
       " ('unternehmer', 22),\n",
       " ('abkürzung', 22),\n",
       " ('schriftlich_per', 22),\n",
       " ('mobil_tan', 22),\n",
       " ('abziehen', 22),\n",
       " ('gemeinnützig', 22),\n",
       " ('eingegeben', 22),\n",
       " ('per_telefon', 22),\n",
       " ('format', 22),\n",
       " ('safari', 22),\n",
       " ('vorgesehen', 22),\n",
       " ('url_url', 22),\n",
       " ('neu_passwort', 22),\n",
       " ('verdenken', 22),\n",
       " ('servicenummer', 22),\n",
       " ('sicht', 22),\n",
       " ('besitz', 22),\n",
       " ('mindestens_eur', 22),\n",
       " ('verfügung_stehen', 22),\n",
       " ('unberechtigt', 22),\n",
       " ('monatlich_rate', 22),\n",
       " ('hoch_zins', 22),\n",
       " ('18', 22),\n",
       " ('zusendung', 22),\n",
       " ('steueridentifikationsnummer', 22),\n",
       " ('auslesen', 22),\n",
       " ('abholen', 22),\n",
       " ('attraktive', 22),\n",
       " ('orientieren', 22),\n",
       " ('aktuell_zinssatz', 22),\n",
       " ('steigend', 22),\n",
       " ('merken', 22),\n",
       " ('bisherig_bank', 22),\n",
       " ('kontrolle', 22),\n",
       " ('tilgungsplan', 22),\n",
       " ('zinsbindungsfrist', 22),\n",
       " ('einbringen', 22),\n",
       " ('restkreditversicherung', 22),\n",
       " ('förderprogramm', 22),\n",
       " ('mozilla_firefox', 22),\n",
       " ('masterpasswort', 22),\n",
       " ('performance', 22),\n",
       " ('n.v.', 22),\n",
       " ('euronext', 22),\n",
       " ('de-mail-anbieter', 22),\n",
       " ('online-banking_verfügung_erreichen', 22),\n",
       " ('termingeld', 22),\n",
       " ('manchmal', 21),\n",
       " ('freischaltcode', 21),\n",
       " ('ändern_änderung', 21),\n",
       " ('sonderzeichen', 21),\n",
       " ('nah', 21),\n",
       " ('greifen', 21),\n",
       " ('effektiv', 21),\n",
       " ('ausdruck', 21),\n",
       " ('adobe', 21),\n",
       " ('verpflichtung', 21),\n",
       " ('jahresende', 21),\n",
       " ('geschäftskredit', 21),\n",
       " ('steuerbescheid', 21),\n",
       " ('gespeichert_datum', 21),\n",
       " ('vorbehalten', 21),\n",
       " ('ausdrücklich', 21),\n",
       " ('welt', 21),\n",
       " ('anweisen', 21),\n",
       " ('kreditlinie', 21),\n",
       " ('reisebank', 21),\n",
       " ('polizei', 21),\n",
       " ('besonderheit', 21),\n",
       " ('integrieren', 21),\n",
       " ('kartendaten', 21),\n",
       " ('ware', 21),\n",
       " ('per_überweisung', 21),\n",
       " ('aktuell_kondition', 21),\n",
       " ('kurze', 21),\n",
       " ('geführt', 21),\n",
       " ('checkliste', 21),\n",
       " ('prüfziffer', 21),\n",
       " ('aufführen', 21),\n",
       " ('google_chrome', 21),\n",
       " ('austauschen', 21),\n",
       " ('liefern', 21),\n",
       " ('vertrauen', 21),\n",
       " ('online-händler', 21),\n",
       " ('ausstatten', 21),\n",
       " ('mastercard_®', 21),\n",
       " ('bequem_online', 21),\n",
       " ('maximalbetrag', 21),\n",
       " ('normal', 21),\n",
       " ('stiftung', 21),\n",
       " ('deutsche_bundesbank', 21),\n",
       " ('behandeln', 21),\n",
       " ('optimale', 21),\n",
       " ('einlagensicherungsfonds', 21),\n",
       " ('samstag', 21),\n",
       " ('abschließend', 21),\n",
       " ('technische', 21),\n",
       " ('überweisungsdaten', 21),\n",
       " ('gewünscht_betragen', 21),\n",
       " ('vorhaben', 21),\n",
       " ('titel', 21),\n",
       " ('ablegen', 21),\n",
       " ('pfändungsschutz', 21),\n",
       " ('weitergeben', 21),\n",
       " ('übrig', 21),\n",
       " ('anpassung', 21),\n",
       " ('vermögenswirksame_leistung', 21),\n",
       " ('eur_eur', 21),\n",
       " ('einfach_schnellen', 21),\n",
       " ('offiziell', 21),\n",
       " ('co.', 21),\n",
       " ('zug', 21),\n",
       " ('abfrage', 21),\n",
       " ('satz', 21),\n",
       " ('nochmals', 21),\n",
       " ('akzeptanzstellen', 21),\n",
       " ('teilbetrag', 21),\n",
       " ('plattform', 21),\n",
       " ('gesetzgeber', 21),\n",
       " ('foto', 21),\n",
       " ('bausparkasse', 21),\n",
       " ('rechnung_stellen', 21),\n",
       " ('monatliche_raten', 21),\n",
       " ('euro_euro', 21),\n",
       " ('angebühren', 21),\n",
       " ('dezember', 21),\n",
       " ('maestro', 21),\n",
       " ('genialcard', 21),\n",
       " ('didibank_filiale', 21),\n",
       " ('didi_bankcard', 21),\n",
       " ('stehlen', 20),\n",
       " ('doppeln', 20),\n",
       " ('selben', 20),\n",
       " ('klassische', 20),\n",
       " ('webseiten', 20),\n",
       " ('dreimal', 20),\n",
       " ('bevollmächtigte', 20),\n",
       " ('befristen', 20),\n",
       " ('offline', 20),\n",
       " ('geldautomatensuche', 20),\n",
       " ('ausnahmefall', 20),\n",
       " ('reisepass', 20),\n",
       " ('stehend', 20),\n",
       " ('dokumentieren', 20),\n",
       " ('erleichtern', 20),\n",
       " ('number', 20),\n",
       " ('erhältlich', 20),\n",
       " ('eingabe_pin', 20),\n",
       " ('entstehen_kosten', 20),\n",
       " ('korrigieren', 20),\n",
       " ('steuer-id', 20),\n",
       " ('ausgehen', 20),\n",
       " ('elektronisch_kontoauszug', 20),\n",
       " ('reichen', 20),\n",
       " ('erfordern', 20),\n",
       " ('beispiel', 20),\n",
       " ('richtlinie', 20),\n",
       " ('authentifizierung', 20),\n",
       " ('anfang', 20),\n",
       " ('stimmen', 20),\n",
       " ('montag_freitag', 20),\n",
       " ('didi_financepilot_banking', 20),\n",
       " ('bargeldverfügung', 20),\n",
       " ('sicherung', 20),\n",
       " ('stammdaten', 20),\n",
       " ('einhaltung', 20),\n",
       " ('gemäß_§', 20),\n",
       " ('eintreten', 20),\n",
       " ('bedürfnis', 20),\n",
       " ('juli', 20),\n",
       " ('berücksichtigung', 20),\n",
       " ('beschwerde', 20),\n",
       " ('amtlich', 20),\n",
       " ('zahlend', 20),\n",
       " ('cash_group', 20),\n",
       " ('bestandskunde', 20),\n",
       " ('ambibank_id', 20),\n",
       " ('finanzassistent', 20),\n",
       " ('kalenderjahr', 20),\n",
       " ('höhe_euro', 20),\n",
       " ('transaktionsnummer_tan', 20),\n",
       " ('banking_brokerage', 20),\n",
       " ('umwandeln', 20),\n",
       " ('derzeitig', 20),\n",
       " ('spareinlage', 20),\n",
       " ('betreffend', 20),\n",
       " ('kaufvorgang', 20),\n",
       " ('herkömmlich', 20),\n",
       " ('digital_vermögensverwaltung', 20),\n",
       " ('shop', 20),\n",
       " ('lese', 20),\n",
       " ('beratungscenter', 20),\n",
       " ('gründung', 20),\n",
       " ('gefälscht', 20),\n",
       " ('zentralbank', 20),\n",
       " ('vereinbart_laufzeit', 20),\n",
       " ('benutzername_passwort', 20),\n",
       " ('volksbank', 20),\n",
       " ('didicard_girogo', 20),\n",
       " ('premium-konto', 20),\n",
       " ('grün', 19),\n",
       " ('abstehen', 19),\n",
       " ('anmeldung_online-banking', 19),\n",
       " ('verbindung_setzen', 19),\n",
       " ('sorgfältig', 19),\n",
       " ('dienst', 19),\n",
       " ('postident_verfahren', 19),\n",
       " ('gängig', 19),\n",
       " ('sitzung', 19),\n",
       " ('strom', 19),\n",
       " ('kg', 19),\n",
       " ('bereitstellung', 19),\n",
       " ('anerkannt', 19),\n",
       " ('nähern_information', 19),\n",
       " ('anhang', 19),\n",
       " ('speicherung', 19),\n",
       " ('selbstauskunft', 19),\n",
       " ('nv-bescheinigung', 19),\n",
       " ('versehen', 19),\n",
       " ('beeinflussen', 19),\n",
       " ('€_€', 19),\n",
       " ('mitbringen', 19),\n",
       " ('bundesweit', 19),\n",
       " ('zinsgutschrift', 19),\n",
       " ('fehlerhaft', 19),\n",
       " ('zeit', 19),\n",
       " ('persönliche', 19),\n",
       " ('testen', 19),\n",
       " ('umsatzanzeige', 19),\n",
       " ('§_abs.', 19),\n",
       " ('versandadresse', 19),\n",
       " ('tablet', 19),\n",
       " ('einfach_bequem', 19),\n",
       " ('verdächtig', 19),\n",
       " ('jahresgebühr', 19),\n",
       " ('geeignet', 19),\n",
       " ('didi_financepilot_report', 19),\n",
       " ('überweisung_lastschrift', 19),\n",
       " ('monaco', 19),\n",
       " ('stattdessen', 19),\n",
       " ('ecomtan-app', 19),\n",
       " ('schriftlich_auftrag', 19),\n",
       " ('einlegen', 19),\n",
       " ('aufbringen', 19),\n",
       " ('familie', 19),\n",
       " ('gerichtlich', 19),\n",
       " ('verbindlichkeit', 19),\n",
       " ('so_genannt', 19),\n",
       " ('behalten', 19),\n",
       " ('vorfeld', 19),\n",
       " ('anerkennen', 19),\n",
       " ('schufa-bonitätsauskunft', 19),\n",
       " ('referenznummer', 19),\n",
       " ('hintergrund', 19),\n",
       " ('darlehenssumme', 19),\n",
       " ('kreditangebot', 19),\n",
       " ('separate', 19),\n",
       " ('zahlungsdienstleister', 19),\n",
       " ('neuesten', 19),\n",
       " ('eingabe_tan', 19),\n",
       " ('durchschnittlich', 19),\n",
       " ('verified_by_visa_mastercard', 19),\n",
       " ('worauf', 19),\n",
       " ('prozess', 19),\n",
       " ('überweisungsvorlage', 19),\n",
       " ('girocard_kontaktlos', 19),\n",
       " ('internetzugang', 19),\n",
       " ('weisen', 19),\n",
       " ('didi_didipay', 19),\n",
       " ('rabatt', 19),\n",
       " ('zinsniveau', 19),\n",
       " ('attraktiv_kondition', 19),\n",
       " ('reagieren', 19),\n",
       " ('angelegt', 19),\n",
       " ('montag', 19),\n",
       " ('deines', 19),\n",
       " ('erhalte', 19),\n",
       " ('bewilligen', 19),\n",
       " ('stop', 19),\n",
       " ('bep', 19),\n",
       " ('herr', 19),\n",
       " ('e-commerce_tan', 19),\n",
       " ('ökokredit', 19),\n",
       " ('kreditbearbeitungsgebühren', 19),\n",
       " ('t-pin', 19),\n",
       " ('aposecure_app', 19),\n",
       " ('anmeldename', 18),\n",
       " ('zugehörig', 18),\n",
       " ('defekt', 18),\n",
       " ('unterstützung', 18),\n",
       " ('guthabenbasis', 18),\n",
       " ('ergänzung', 18),\n",
       " ('wohnsitz', 18),\n",
       " ('überzeugen', 18),\n",
       " ('überweisung_dauerauftrag', 18),\n",
       " ('unbefugte', 18),\n",
       " ('einbinden', 18),\n",
       " ('bestimmen_voraussetzung', 18),\n",
       " ...]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cw_s[1000:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('vertraglich', 18),\n",
       " ('diebstahl', 18),\n",
       " ('id', 18),\n",
       " ('formularcenter', 18),\n",
       " ('innerhalb_monat', 18),\n",
       " ('finden_iban_bic', 18),\n",
       " ('transparenz', 18),\n",
       " ('tippen', 18),\n",
       " ('erbringen', 18),\n",
       " ('versicherungsschutz', 18),\n",
       " ('zugrunde', 18),\n",
       " ('auflösung', 18),\n",
       " ('portemonnaie', 18),\n",
       " ('eltern', 18),\n",
       " ('bild', 18),\n",
       " ('betroffen', 18),\n",
       " ('überprüfung', 18),\n",
       " ('kontonummer_bankleitzahl', 18),\n",
       " ('verheiraten', 18),\n",
       " ('sicherungseinrichtung', 18),\n",
       " ('bgb', 18),\n",
       " ('schnellstmöglich', 18),\n",
       " ('tan_per_sms', 18),\n",
       " ('gmbh_oglietzen', 18),\n",
       " ('genießen', 18),\n",
       " ('schaffen', 18),\n",
       " ('tabelle', 18),\n",
       " ('kraft', 18),\n",
       " ('festschreiben', 18),\n",
       " ('umfassen', 18),\n",
       " ('sagen', 18),\n",
       " ('verringern', 18),\n",
       " ('mindestbetrag', 18),\n",
       " ('erwirtschaften', 18),\n",
       " ('geld_verfügen', 18),\n",
       " ('austausch', 18),\n",
       " ('antragstellung', 18),\n",
       " ('per_brief', 18),\n",
       " ('zweimal', 18),\n",
       " ('sollen', 18),\n",
       " ('unterschreiten', 18),\n",
       " ('effektiv_jahreszins', 18),\n",
       " ('steuersatz', 18),\n",
       " ('tagesgeldkonto_eröffnen', 18),\n",
       " ('oglietzen_oglietzen', 18),\n",
       " ('auftragserteilung', 18),\n",
       " ('zuverlässig', 18),\n",
       " ('triefen', 18),\n",
       " ('zahlreich', 18),\n",
       " ('zeichnung', 18),\n",
       " ('bestandteil', 18),\n",
       " ('gestalten', 18),\n",
       " ('zukommen_lassen', 18),\n",
       " ('kartenlesegerät', 18),\n",
       " ('modernisierung', 18),\n",
       " ('online-antrag', 18),\n",
       " ('schnellen_einfach', 18),\n",
       " ('kundenbetreuung', 18),\n",
       " ('experte', 18),\n",
       " ('darlehensgeber', 18),\n",
       " ('verlieren_stehlen', 18),\n",
       " ('app_smartphone', 18),\n",
       " ('bewertung', 18),\n",
       " ('depotübertrag', 18),\n",
       " ('komfort', 18),\n",
       " ('gutschein', 18),\n",
       " ('einlage', 18),\n",
       " ('postident-coupon', 18),\n",
       " ('müller', 18),\n",
       " ('mybankingapp', 18),\n",
       " ('kreditvergleich', 18),\n",
       " ('chipkartenleser', 18),\n",
       " ('plus-konto', 18),\n",
       " ('kostenloser', 18),\n",
       " ('didi_family', 18),\n",
       " ('app_store', 17),\n",
       " ('ipad', 17),\n",
       " ('aktivität', 17),\n",
       " ('rückwirkend', 17),\n",
       " ('elektronisch_postfach', 17),\n",
       " ('vorprüfung', 17),\n",
       " ('eingetragen', 17),\n",
       " ('identitätsprüfung', 17),\n",
       " ('vorname', 17),\n",
       " ('reader', 17),\n",
       " ('festplatte', 17),\n",
       " ('objekt', 17),\n",
       " ('verwahren', 17),\n",
       " ('name_adresse', 17),\n",
       " ('empfängerbank', 17),\n",
       " ('gegenwert', 17),\n",
       " ('wirtschaftsraum', 17),\n",
       " ('ewr', 17),\n",
       " ('kreditraten', 17),\n",
       " ('geheimzahl', 17),\n",
       " ('organisation', 17),\n",
       " ('laufzeitende', 17),\n",
       " ('kostengünstig', 17),\n",
       " ('ander_banken', 17),\n",
       " ('zentral', 17),\n",
       " ('ausschöpfen', 17),\n",
       " ('erfassung', 17),\n",
       " ('signal', 17),\n",
       " ('markieren', 17),\n",
       " ('optional', 17),\n",
       " ('wenden_direkt', 17),\n",
       " ('mobilnummer', 17),\n",
       " ('speicher', 17),\n",
       " ('liquidität', 17),\n",
       " ('auftraggeber', 17),\n",
       " ('handelbar', 17),\n",
       " ('kostenlos_bargeld', 17),\n",
       " ('kalendermonat', 17),\n",
       " ('erfolgt', 17),\n",
       " ('aufteilen', 17),\n",
       " ('für', 17),\n",
       " ('postfach_oglietzen', 17),\n",
       " ('alt_geraten', 17),\n",
       " ('parallel', 17),\n",
       " ('genossenschaftlich', 17),\n",
       " ('kontopfändung', 17),\n",
       " ('verbraucherinsolvenzverfahren', 17),\n",
       " ('vertraglich_vereinbart', 17),\n",
       " ('nähe', 17),\n",
       " ('deutsche', 17),\n",
       " ('schwierig', 17),\n",
       " ('niedrig_zins', 17),\n",
       " ('verlaufen', 17),\n",
       " ('notwendige', 17),\n",
       " ('miteinander', 17),\n",
       " ('negative', 17),\n",
       " ('stammen', 17),\n",
       " ('gegenstand', 17),\n",
       " ('einfließen', 17),\n",
       " ('zahlungsverpflichtung', 17),\n",
       " ('sparvertrag', 17),\n",
       " ('15', 17),\n",
       " ('papier', 17),\n",
       " ('klicken_einfach', 17),\n",
       " ('steuerlich_identifikationsnummer', 17),\n",
       " ('solidaritätszuschlag', 17),\n",
       " ('wort', 17),\n",
       " ('physisch', 17),\n",
       " ('normalerweise', 17),\n",
       " ('feiertag', 17),\n",
       " ('entgegennehmen', 17),\n",
       " ('kartenleser', 17),\n",
       " ('kennzeichnen', 17),\n",
       " ('optimieren', 17),\n",
       " ('privatkredit', 17),\n",
       " ('vorgegeben', 17),\n",
       " ('spezialist', 17),\n",
       " ('handelt', 17),\n",
       " ('variieren', 17),\n",
       " ('sollzinssatz', 17),\n",
       " ('ruhen', 17),\n",
       " ('vr-netkey', 17),\n",
       " ('p.a.', 17),\n",
       " ('betrachten', 17),\n",
       " ('webcam', 17),\n",
       " ('sollzinsbindung', 17),\n",
       " ('gründer', 17),\n",
       " ('sitz', 17),\n",
       " ('leasing', 17),\n",
       " ('s.a.', 17),\n",
       " ('trojanisch_pferd', 17),\n",
       " ('verarbeitung', 17),\n",
       " ('verkürzen', 17),\n",
       " ('klicken_button', 17),\n",
       " ('ausstehend', 17),\n",
       " ('kommunizieren', 17),\n",
       " ('direct', 17),\n",
       " ('reise', 17),\n",
       " ('hbci-verfahren', 17),\n",
       " ('zeile', 17),\n",
       " ('securego', 17),\n",
       " ('didi_ode', 17),\n",
       " ('kombi', 17),\n",
       " ('sparziel', 17),\n",
       " ('swiss', 17),\n",
       " ('qualität', 17),\n",
       " ('rating', 17),\n",
       " ('effektive_rendite', 17),\n",
       " ('schlecht', 17),\n",
       " ('stellen_sichern', 17),\n",
       " ('auslandseinsatz', 17),\n",
       " ('abo-laden', 17),\n",
       " ('online-autokredit', 17),\n",
       " ('telefon-banking_senden_brief_didibank', 17),\n",
       " ('sofortkredit', 17),\n",
       " ('warten', 16),\n",
       " ('qr-code', 16),\n",
       " ('app_sparkasse_sparkasse', 16),\n",
       " ('manipulieren', 16),\n",
       " ('momentan', 16),\n",
       " ('starmoney_business', 16),\n",
       " ('kopieren', 16),\n",
       " ('debit', 16),\n",
       " ('verbesserung', 16),\n",
       " ('akzeptanz', 16),\n",
       " ('juristische_person', 16),\n",
       " ('bevollmächtigen', 16),\n",
       " ('kontoumsatz', 16),\n",
       " ('coupon', 16),\n",
       " ('update', 16),\n",
       " ('vorschreiben', 16),\n",
       " ('annahme', 16),\n",
       " ('ausgeführt', 16),\n",
       " ('b', 16),\n",
       " ('voraussetzen', 16),\n",
       " ('euro-überweisung', 16),\n",
       " ('ausfüllen_unterschreiben', 16),\n",
       " ('überweisungsbetrag', 16),\n",
       " ('ios_android', 16),\n",
       " ('vielzahl', 16),\n",
       " ('hypothek', 16),\n",
       " ('münze', 16),\n",
       " ('depot_eröffnen', 16),\n",
       " ('umbuchen', 16),\n",
       " ('anschreiben', 16),\n",
       " ('geburtsurkunde', 16),\n",
       " ('telefon_phone', 16),\n",
       " ('auflisten', 16),\n",
       " ('spalten', 16),\n",
       " ('ausspähen', 16),\n",
       " ('laptop', 16),\n",
       " ('kamera', 16),\n",
       " ('zusammengefasst', 16),\n",
       " ('bevorzugen', 16),\n",
       " ('online-einkauf', 16),\n",
       " ('gesondert', 16),\n",
       " ('sparplan', 16),\n",
       " ('völlig', 16),\n",
       " ('einnehmen_ausgeben', 16),\n",
       " ('prinzip', 16),\n",
       " ('derartig', 16),\n",
       " ('zusatzkarte', 16),\n",
       " ('kreditkartennummer', 16),\n",
       " ('formlos_schriftlich', 16),\n",
       " ('geschützt', 16),\n",
       " ('sicherungsgrenze', 16),\n",
       " ('gewöhnlich', 16),\n",
       " ('abteilung', 16),\n",
       " ('anschaffung', 16),\n",
       " ('bedenken', 16),\n",
       " ('freund', 16),\n",
       " ('widerrufsrecht', 16),\n",
       " ('info', 16),\n",
       " ('kalenderjahres', 16),\n",
       " ('bargeldlos', 16),\n",
       " ('kontoauszugsdrucker', 16),\n",
       " ('anfänglich', 16),\n",
       " ('vorzeitige', 16),\n",
       " ('bundeszentralamt_steuer_bzst', 16),\n",
       " ('automatisieren', 16),\n",
       " ('sparguthaben', 16),\n",
       " ('regulär', 16),\n",
       " ('mobile_banking', 16),\n",
       " ('lebenspartner', 16),\n",
       " ('secure', 16),\n",
       " ('auskunftei', 16),\n",
       " ('abgeschlossen', 16),\n",
       " ('tagesgeld_festgeld', 16),\n",
       " ('tan_bestätigen', 16),\n",
       " ('historie', 16),\n",
       " ('zentimeter', 16),\n",
       " ('eindeutig_identifizieren', 16),\n",
       " ('vermögenswirksam_leistung', 16),\n",
       " ('vollständig_ausgefüllt', 16),\n",
       " ('englisch', 16),\n",
       " ('verbindlich', 16),\n",
       " ('steuerbehörde', 16),\n",
       " ('kooperationspartner', 16),\n",
       " ('aufwand', 16),\n",
       " ('lang_laufzeit', 16),\n",
       " ('tilgungsanteil', 16),\n",
       " ('eingehend', 16),\n",
       " ('kreditentscheidung', 16),\n",
       " ('regelmäßig_einkommen', 16),\n",
       " ('marktkurs', 16),\n",
       " ('annuitätendarlehen', 16),\n",
       " ('gehaltsabrechnung', 16),\n",
       " ('zinsaufschlag', 16),\n",
       " ('gesamtkosten', 16),\n",
       " ('angegeben_referenzkonto', 16),\n",
       " ('mobil_tan-verfahren', 16),\n",
       " ('didi_smartcard', 16),\n",
       " ('versicherungsleistung', 16),\n",
       " ('eingabefenster', 16),\n",
       " ('s', 16),\n",
       " ('jugendfestgeldkonto_jugend_kapital', 16),\n",
       " ('teilausführung', 16),\n",
       " ('terminkonto', 16),\n",
       " ('equiduct', 16),\n",
       " ('zulage', 16),\n",
       " ('prozentpunkte', 16),\n",
       " ('fairbraucherkredit', 16),\n",
       " ('bonitätsunabhängig', 16),\n",
       " ('kreditart', 16),\n",
       " ('basisgirokonto', 16),\n",
       " ('paylife', 16),\n",
       " ('girocard_v_pay', 16),\n",
       " ('vr-securego-app', 16),\n",
       " ('aktivierungs-pin', 16),\n",
       " ('online-banking-pin', 15),\n",
       " ('touch', 15),\n",
       " ('hoch_sicherheitsstandard', 15),\n",
       " ('übereinstimmen', 15),\n",
       " ('haftung', 15),\n",
       " ('zurückgreifen', 15),\n",
       " ('tan-pflichtig', 15),\n",
       " ('übersichtlich', 15),\n",
       " ('gültig_personalausweis_reisepass', 15),\n",
       " ('vordruck', 15),\n",
       " ('ausweisdokument', 15),\n",
       " ('hierzu_zählen', 15),\n",
       " ('signatur', 15),\n",
       " ('finanzierend', 15),\n",
       " ('auftrag_geben', 15),\n",
       " ('divers', 15),\n",
       " ('woran_erkennen', 15),\n",
       " ('intern', 15),\n",
       " ('sepa-lastschriftverfahren', 15),\n",
       " ('umgang', 15),\n",
       " ('lastschriftmandat', 15),\n",
       " ('sparbrief', 15),\n",
       " ('agb', 15),\n",
       " ('kassenterminal', 15),\n",
       " ('pos', 15),\n",
       " ('kompatibel', 15),\n",
       " ('american_express', 15),\n",
       " ('schnittstelle', 15),\n",
       " ('inkassounternehmen', 15),\n",
       " ('senken', 15),\n",
       " ('ehegattenübergreifende_verlustverrechnung', 15),\n",
       " ('mobilfunkanbieter', 15),\n",
       " ('cent', 15),\n",
       " ('kreditkartenumsatz', 15),\n",
       " ('tasten', 15),\n",
       " ('tastatur', 15),\n",
       " ('optische', 15),\n",
       " ('mac', 15),\n",
       " ('praktisch', 15),\n",
       " ('fehlen', 15),\n",
       " ('zugelassen', 15),\n",
       " ('ersichtlich', 15),\n",
       " ('anmeldedaten', 15),\n",
       " ('empfehlung', 15),\n",
       " ('veröffentlichen', 15),\n",
       " ('bank_identifier_code', 15),\n",
       " ('kreditwirtschaft', 15),\n",
       " ('payment', 15),\n",
       " ('liechtenstein', 15),\n",
       " ('missbräuchlich', 15),\n",
       " ('eventuelle', 15),\n",
       " ('freie', 15),\n",
       " ('tankstelle', 15),\n",
       " ('ledige', 15),\n",
       " ('pro_person', 15),\n",
       " ('entnehmen_preisverzeichnis_leistungsverzeichnis', 15),\n",
       " ('verbrauchen', 15),\n",
       " ('optic', 15),\n",
       " ('securego-app', 15),\n",
       " ('rechtsanwalt', 15),\n",
       " ('abgabe', 15),\n",
       " ('verhandeln', 15),\n",
       " ('energie', 15),\n",
       " ('ausbezahlen', 15),\n",
       " ('urteilen', 15),\n",
       " ('aufnahme', 15),\n",
       " ('betreuen', 15),\n",
       " ('haus', 15),\n",
       " ('p-konto_umwandeln', 15),\n",
       " ('umwandlung', 15),\n",
       " ('zpo', 15),\n",
       " ('einkommensnachweis', 15),\n",
       " ('leasingvertrag', 15),\n",
       " ('bürgschaften', 15),\n",
       " ('kosten_entstehen', 15),\n",
       " ('arbeitnehmer', 15),\n",
       " ('lebensjahr', 15),\n",
       " ('kleingeld', 15),\n",
       " ('rechnungsabschluss', 15),\n",
       " ('vertreten', 15),\n",
       " ('darlehensbetrag', 15),\n",
       " ('versteuern', 15),\n",
       " ('juni', 15),\n",
       " ('überziehung', 15),\n",
       " ('transferieren', 15),\n",
       " ('fehlend', 15),\n",
       " ('bargeldversorgung', 15),\n",
       " ('veranlagen', 15),\n",
       " ('merkmal', 15),\n",
       " ('april', 15),\n",
       " ('zuletzt', 15),\n",
       " ('kredithöhe', 15),\n",
       " ('folgend_adresse', 15),\n",
       " ('enden', 15),\n",
       " ('bonität_voraussetzen', 15),\n",
       " ('sonderzahlung', 15),\n",
       " ('effektive_jahreszins', 15),\n",
       " ('inlandsüberweisung', 15),\n",
       " ('postbote', 15),\n",
       " ('call_center', 15),\n",
       " ('unterhalb', 15),\n",
       " ('unbemerkt', 15),\n",
       " ('ermittlung', 15),\n",
       " ('bauherr', 15),\n",
       " ('monatsrate', 15),\n",
       " ('informationsaustausch', 15),\n",
       " ('sofort-legitimation', 15),\n",
       " ('wiederholen', 15),\n",
       " ('bereich_service', 15),\n",
       " ('zinsanteil', 15),\n",
       " ('rentner', 15),\n",
       " ('ordnungsgemäß', 15),\n",
       " ('bedienen', 15),\n",
       " ('anstellen', 15),\n",
       " ('angefordert', 15),\n",
       " ('grunderwerbsteuer', 15),\n",
       " ('aussehen', 15),\n",
       " ('verkäufer', 15),\n",
       " ('betriebsmittelkredit', 15),\n",
       " ('erforderlich_unterlagen', 15),\n",
       " ('bonitätsprüfung', 15),\n",
       " ('partnerkarte', 15),\n",
       " ('persönliche_bereich', 15),\n",
       " ('kanal', 15),\n",
       " ('bürgern', 15),\n",
       " ('service-center', 15),\n",
       " ('token', 15),\n",
       " ('prolongation', 15),\n",
       " ('login-daten', 15),\n",
       " ('anlagestrategie', 15),\n",
       " ('belaufen', 15),\n",
       " ('empfehlenswert', 15),\n",
       " ('instrument', 15),\n",
       " ('frau', 15),\n",
       " ('entschädigen', 15),\n",
       " ('easy_login', 15),\n",
       " ('gehaltsnachweis', 15),\n",
       " ('aufladung', 15),\n",
       " ('geocontrol', 15),\n",
       " ('verfügungsberechtigt', 15),\n",
       " ('classic', 15),\n",
       " ('per_sms_e-mail', 15),\n",
       " ('phototan-verfahren', 15),\n",
       " ('nederland', 15),\n",
       " ('bundesgerichtshof', 15),\n",
       " ('kontaktlos_bezahlen_didibank_kreditkarte', 15),\n",
       " ('online‑banking', 15),\n",
       " ('didi_kids-konto', 15),\n",
       " ('mastercard_karten', 15),\n",
       " ('iphone_ipad', 14),\n",
       " ('push-mitteilung', 14),\n",
       " ('maske', 14),\n",
       " ('eingabefeld', 14),\n",
       " ('abweichung', 14),\n",
       " ('blz', 14),\n",
       " ('explizit', 14),\n",
       " ('beheben', 14),\n",
       " ('ausgefüllt', 14),\n",
       " ('anstoßen', 14),\n",
       " ('geschäftskonto_eröffnen', 14),\n",
       " ('besteht', 14),\n",
       " ('vorbereiten', 14),\n",
       " ('weitergabe', 14),\n",
       " ('getrennt', 14),\n",
       " ('kontoguthaben', 14),\n",
       " ('quicken', 14),\n",
       " ('mobil_gerät', 14),\n",
       " ('ansehen', 14),\n",
       " ('unterschieden', 14),\n",
       " ('verfügungslimit', 14),\n",
       " ('schalter', 14),\n",
       " ('bankleitzahl_kontonummer', 14),\n",
       " ('gewähren', 14),\n",
       " ('finden_preisverzeichnis_leistungsverzeichnis', 14),\n",
       " ('absatz', 14),\n",
       " ('pre-notification', 14),\n",
       " ('sepa_sepa', 14),\n",
       " ('single_euro_payment_area', 14),\n",
       " ('lokal', 14),\n",
       " ('iban_international_bank_account', 14),\n",
       " ('fälligkeitsdatum', 14),\n",
       " ('bluetooth', 14),\n",
       " ('kaution', 14),\n",
       " ('pro_monat', 14),\n",
       " ('virtuelle', 14),\n",
       " ('empfängerkonto', 14),\n",
       " ('gültigkeitsdauer', 14),\n",
       " ('steuer-identifikationsnummer', 14),\n",
       " ('meldebestätigung', 14),\n",
       " ('kontowechsel', 14),\n",
       " ('minute_gültig', 14),\n",
       " ('verlassen', 14),\n",
       " ('31', 14),\n",
       " ('anmelden_masterpass_profil', 14),\n",
       " ('betrügerisch', 14),\n",
       " ('online-shops', 14),\n",
       " ('zahlungsmittel', 14),\n",
       " ('tun', 14),\n",
       " ('stichtag', 14),\n",
       " ('exakt', 14),\n",
       " ('inzwischen', 14),\n",
       " ('übermittelt', 14),\n",
       " ('zwingen_erforderlich', 14),\n",
       " ('san_marino', 14),\n",
       " ('komplette', 14),\n",
       " ('8:00', 14),\n",
       " ('didi_maestro-girocard', 14),\n",
       " ('postversand', 14),\n",
       " ('lautend', 14),\n",
       " ('rückgängig', 14),\n",
       " ('abkommen', 14),\n",
       " ('nahezu', 14),\n",
       " ('quartalsweise', 14),\n",
       " ('®', 14),\n",
       " ('absolut', 14),\n",
       " ('bedeutung', 14),\n",
       " ('aufbau', 14),\n",
       " ('gedeckt', 14),\n",
       " ('frühestens', 14),\n",
       " ('sozialleistungen', 14),\n",
       " ('vorherig', 14),\n",
       " ('frühzeitig', 14),\n",
       " ('öffnungszeit', 14),\n",
       " ('kindergeld', 14),\n",
       " ('verzeichnis', 14),\n",
       " ('sachverhalt', 14),\n",
       " ('aufstellung', 14),\n",
       " ('sache', 14),\n",
       " ('wechselkurs', 14),\n",
       " ('mindestens_alt', 14),\n",
       " ('schufa-bonitätscheck', 14),\n",
       " ('aktuelle', 14),\n",
       " ('transparent', 14),\n",
       " ('baudarlehen', 14),\n",
       " ('mindesteinlage', 14),\n",
       " ('chiptan-generator', 14),\n",
       " ('kontaktlos_zahlung', 14),\n",
       " ('kontaktlos_zahl', 14),\n",
       " ('kostenlos_bargeld_abheben', 14),\n",
       " ('adressdaten', 14),\n",
       " ('herstellen', 14),\n",
       " ('umwelt', 14),\n",
       " ('spielraum', 14),\n",
       " ('vorzeitige_rückzahlung', 14),\n",
       " ('meldebescheinigung', 14),\n",
       " ('kontaktieren_kundenservice', 14),\n",
       " ('ausfallen', 14),\n",
       " ('eigenheim', 14),\n",
       " ('anspruch_genommen', 14),\n",
       " ('steuerpflicht', 14),\n",
       " ('zurückerhalten', 14),\n",
       " ('idnow', 14),\n",
       " ('sicher_verbindung', 14),\n",
       " ('mobilfunknummer_ändern', 14),\n",
       " ('zinsfestschreibung', 14),\n",
       " ('widerrufsfrist', 14),\n",
       " ('immobiliendarlehen', 14),\n",
       " ('zinskondition', 14),\n",
       " ('region', 14),\n",
       " ('zinseszinseffekt', 14),\n",
       " ('wodurch', 14),\n",
       " ('in_ausland', 14),\n",
       " ('einschränken', 14),\n",
       " ('kundin', 14),\n",
       " ('deutsche_kreditwirtschaft', 14),\n",
       " ('pin_vergessen', 14),\n",
       " ('videoident-verfahren', 14),\n",
       " ('wiederkehrend', 14),\n",
       " ('stop-loss-order', 14),\n",
       " ('günstig_zins', 14),\n",
       " ('didiinvestor', 14),\n",
       " ('kundenstammvertrag', 14),\n",
       " ('tan-lesegerät', 14),\n",
       " ('einfach_mehr_app', 14),\n",
       " ('außerbörslichen', 14),\n",
       " ('reservieren', 14),\n",
       " ('aktivierungsbrief', 14),\n",
       " ('finanzierungspartner', 14),\n",
       " ('anlagesumme', 14),\n",
       " ('schalen', 14),\n",
       " ('nfc-fähig', 14),\n",
       " ('abfangen', 14),\n",
       " ('elektronische_geldbörse', 14),\n",
       " ('customer_care_center', 14),\n",
       " ('didibankcard', 14),\n",
       " ('didilogin_login', 14),\n",
       " ('onlinebanking-erweiterung', 14),\n",
       " ('außerbörslichen_handeln', 14),\n",
       " ('banking-terminals', 14),\n",
       " ('inflation', 14),\n",
       " ('rot_mastercard_karten', 14),\n",
       " ('kunden-service-center', 14),\n",
       " ('android-gerät', 13),\n",
       " ('google_play_store', 13),\n",
       " ('dienen_sicherheit', 13),\n",
       " ('fehleingabe', 13),\n",
       " ('benachrichtigen', 13),\n",
       " ('meinung', 13),\n",
       " ('vorschlag', 13),\n",
       " ('vertrauenswürdig', 13),\n",
       " ('acrobat', 13),\n",
       " ('vorjahr', 13),\n",
       " ('kontoeröffnungsunterlagen', 13),\n",
       " ('steuerlich_ansässigkeit', 13),\n",
       " ('staatsbürger', 13),\n",
       " ('reisepass_personalausweis', 13),\n",
       " ('privatkunde_geschäftskunde', 13),\n",
       " ('geändert', 13),\n",
       " ('heirat', 13),\n",
       " ('beanspruchen', 13),\n",
       " ('unterfinden', 13),\n",
       " ('netzwerk', 13),\n",
       " ('worin', 13),\n",
       " ('beleihungswert', 13),\n",
       " ('gesellschafter', 13),\n",
       " ('schutzgemeinschaft', 13),\n",
       " ('kreditsicherung', 13),\n",
       " ('basic', 13),\n",
       " ('funktioniert', 13),\n",
       " ('eingeräumt', 13),\n",
       " ('überweisungslimit', 13),\n",
       " ('swift-code', 13),\n",
       " ('inanspruchnahme', 13),\n",
       " ('angabe_iban', 13),\n",
       " ('tageslimit', 13),\n",
       " ('fall_fällen', 13),\n",
       " ('verkauf', 13),\n",
       " ('artikel', 13),\n",
       " ('magnetstreifen', 13),\n",
       " ('didibank_filiale_poltawien', 13),\n",
       " ('o', 13),\n",
       " ('smstan', 13),\n",
       " ('exportieren', 13),\n",
       " ('chiptan_comfort', 13),\n",
       " ('ober', 13),\n",
       " ('sensibel_datum', 13),\n",
       " ('abschalten', 13),\n",
       " ('deaktivierung', 13),\n",
       " ('beschreibung', 13),\n",
       " ('regelfall', 13),\n",
       " ('november', 13),\n",
       " ('optionsschein', 13),\n",
       " ('neuemission', 13),\n",
       " ('exchange', 13),\n",
       " ('taggleich', 13),\n",
       " ('laufend_jahr', 13),\n",
       " ('festnetz', 13),\n",
       " ('broker', 13),\n",
       " ('unnötig', 13),\n",
       " ('anhängen', 13),\n",
       " ('didi_financepilot', 13),\n",
       " ('bargeldauszahlung', 13),\n",
       " ('kartenumsatz', 13),\n",
       " ('bareinzahlung', 13),\n",
       " ('teilnehmend_händler', 13),\n",
       " ('verschlüsseln_übertragen', 13),\n",
       " ('ausrichten', 13),\n",
       " ('aspekt', 13),\n",
       " ('lebensversicherung', 13),\n",
       " ('vermögenswerte', 13),\n",
       " ('angehörige', 13),\n",
       " ('lieferung', 13),\n",
       " ('i', 13),\n",
       " ('befreien', 13),\n",
       " ('protokoll', 13),\n",
       " ('vorübergehen', 13),\n",
       " ('feste', 13),\n",
       " ('höchstens', 13),\n",
       " ('geschlossen', 13),\n",
       " ('persönlich_gespräch', 13),\n",
       " ('führung', 13),\n",
       " ('gem.', 13),\n",
       " ('lohnpfändung', 13),\n",
       " ('wirken', 13),\n",
       " ('verbleiben', 13),\n",
       " ('gemeinschaft', 13),\n",
       " ('einzelhandel', 13),\n",
       " ('durchgeführt', 13),\n",
       " ('downloads', 13),\n",
       " ('besteuern', 13),\n",
       " ('beteiligung', 13),\n",
       " ('niederlassung', 13),\n",
       " ('obergrenze', 13),\n",
       " ('bewegen', 13),\n",
       " ('gebucht', 13),\n",
       " ('buchungstag', 13),\n",
       " ('mitte', 13),\n",
       " ('format_tresorbau_gmbh', 13),\n",
       " ('girokonto_abbuchen', 13),\n",
       " ('altersvorsorge', 13),\n",
       " ('wählbar', 13),\n",
       " ('ablösung', 13),\n",
       " ('klaren', 13),\n",
       " ('kredit_zurückzahlen', 13),\n",
       " ('einverständnis', 13),\n",
       " ('rückmeldung', 13),\n",
       " ('bic-code', 13),\n",
       " ('genossenschaftsbank', 13),\n",
       " ('vorbeigehen', 13),\n",
       " ('andernfalls', 13),\n",
       " ('geldbetrag', 13),\n",
       " ('sepa-zahlung', 13),\n",
       " ('bestens', 13),\n",
       " ('jugend', 13),\n",
       " ('neubau', 13),\n",
       " ('abschnitt', 13),\n",
       " ('käuferschutz', 13),\n",
       " ('privatbank', 13),\n",
       " ('vertragsunterlagen', 13),\n",
       " ('beschäftigen', 13),\n",
       " ('gebäude', 13),\n",
       " ('kalkulieren', 13),\n",
       " ('beitragen', 13),\n",
       " ('geschäftsjahr', 13),\n",
       " ('java', 13),\n",
       " ('nachrangdarlehen', 13),\n",
       " ('anbietet', 13),\n",
       " ('förderdarlehen', 13),\n",
       " ('einzahlung_auszahlung', 13),\n",
       " ('zugänglich', 13),\n",
       " ('verantwortlich', 13),\n",
       " ('financial_service', 13),\n",
       " ('ablehnung', 13),\n",
       " ('explorer', 13),\n",
       " ('leasingrate', 13),\n",
       " ('itan_mtan', 13),\n",
       " ('lieferadresse', 13),\n",
       " ('identitätsprüfung_per_video', 13),\n",
       " ('innerhalb_minute', 13),\n",
       " ('voll_umfang', 13),\n",
       " ('regulieren', 13),\n",
       " ('persönlich_geheimzahl', 13),\n",
       " ('kartenprüfnummer', 13),\n",
       " ('mitarbeiter_deutsche_post', 13),\n",
       " ('einstandskurs', 13),\n",
       " ('vr-securego', 13),\n",
       " ('smart', 13),\n",
       " ('zahlungsart', 13),\n",
       " ('rechtmäßig_karteninhaber', 13),\n",
       " ('direktkredit', 13),\n",
       " ('helfen_gerne', 13),\n",
       " ('absenden', 13),\n",
       " ('religionsgemeinschaft', 13),\n",
       " ('persönliche_datum', 13),\n",
       " ('tan-app', 13),\n",
       " ('jugendfestgeldkonto_jugend_kapital_konto', 13),\n",
       " ('xetra_®', 13),\n",
       " ('zuteilung', 13),\n",
       " ('chf', 13),\n",
       " ('uhr', 13),\n",
       " ('seriennummer', 13),\n",
       " ('praxis', 13),\n",
       " ('mietkautionsbürgschaft', 13),\n",
       " ('microsoft', 13),\n",
       " ('verfüger', 13),\n",
       " ('tresortan', 13),\n",
       " ('beleihungsauslauf', 13),\n",
       " ('reservierungen', 13),\n",
       " ('didibank_gmbh_oglietzen', 13),\n",
       " ('servicecard', 13),\n",
       " ('sicherungssystem', 13),\n",
       " ('onlineservice', 13),\n",
       " ('didi_treuhand', 13),\n",
       " ('netsp@r_konto', 13),\n",
       " ('anmeldename_legitimations-id', 12),\n",
       " ('erneut_durchlaufen', 12),\n",
       " ('gerätes', 12),\n",
       " ('kontenübersicht', 12),\n",
       " ('ursache', 12),\n",
       " ('produkt_dienstleistung', 12),\n",
       " ('per_post_zusenden', 12),\n",
       " ('parallel_nutzen', 12),\n",
       " ('secure_socket_layer', 12),\n",
       " ('internetoptionen', 12),\n",
       " ('eintreffen', 12),\n",
       " ('erbe', 12),\n",
       " ('aktuell_kontostand', 12),\n",
       " ('gemeinsam_freistellungsauftrag', 12),\n",
       " ('hbci_pin_tan', 12),\n",
       " ('professionell', 12),\n",
       " ('ergänzend', 12),\n",
       " ('near_field_communication', 12),\n",
       " ('sonstige', 12),\n",
       " ('rückgabe', 12),\n",
       " ('union', 12),\n",
       " ('zeitnah', 12),\n",
       " ('einheitliche', 12),\n",
       " ('begünstigte', 12),\n",
       " ('pin_unterschrift', 12),\n",
       " ('betrag_€', 12),\n",
       " ('reihenfolge', 12),\n",
       " ('mastercard_visa', 12),\n",
       " ('statten', 12),\n",
       " ('bargeldeinzahlung', 12),\n",
       " ('verfallen', 12),\n",
       " ('europaweit', 12),\n",
       " ('ausgabe', 12),\n",
       " ('geldinstitut', 12),\n",
       " ('zuschick', 12),\n",
       " ('downloaden', 12),\n",
       " ('besteuerung', 12),\n",
       " ('export', 12),\n",
       " ('rufen', 12),\n",
       " ('moment', 12),\n",
       " ('beendigung', 12),\n",
       " ('autovervollständigen', 12),\n",
       " ('früh', 12),\n",
       " ('wochenend_feiertag', 12),\n",
       " ('mastercard_®_securecode_™', 12),\n",
       " ('zahlvorgang', 12),\n",
       " ('zentrale', 12),\n",
       " ('bankdaten', 12),\n",
       " ('führend', 12),\n",
       " ('entstanden', 12),\n",
       " ('sprache', 12),\n",
       " ('vergangenheit', 12),\n",
       " ('financial', 12),\n",
       " ('datenaustausch', 12),\n",
       " ('institution', 12),\n",
       " ('detailansicht', 12),\n",
       " ('abgelaufen', 12),\n",
       " ('entschädigungseinrichtung_deutsch_banken', 12),\n",
       " ('bundesverbandes_deutsch_banken', 12),\n",
       " ('sparbriefe', 12),\n",
       " ('portokosten', 12),\n",
       " ('erweiterung', 12),\n",
       " ('rückführung', 12),\n",
       " ('kreditkartenzahlung_internet', 12),\n",
       " ('genossenschaftliche', 12),\n",
       " ('finanzgruppe', 12),\n",
       " ('fällige', 12),\n",
       " ('abnehmen', 12),\n",
       " ('gezahlt', 12),\n",
       " ('arbeitslosengeld', 12),\n",
       " ('einverstanden', 12),\n",
       " ('gesetzliche_vertreter', 12),\n",
       " ('schätzen', 12),\n",
       " ('ausüben', 12),\n",
       " ('wahrscheinlichkeit', 12),\n",
       " ('verjähren', 12),\n",
       " ('abwarten', 12),\n",
       " ('entscheidend', 12),\n",
       " ('angemessen', 12),\n",
       " ('gebeten', 12),\n",
       " ('kredit_vorzeitig', 12),\n",
       " ('bruchteil', 12),\n",
       " ('zustehen', 12),\n",
       " ('restbetrag', 12),\n",
       " ('pauschal', 12),\n",
       " ('umfang', 12),\n",
       " ('unterzeichnung', 12),\n",
       " ('vertragsgemäß', 12),\n",
       " ('ersparen', 12),\n",
       " ('zulassung', 12),\n",
       " ('rest', 12),\n",
       " ('verwerten', 12),\n",
       " ('arbeitsvertrag', 12),\n",
       " ('per_telefon-banking', 12),\n",
       " ('verständnis', 12),\n",
       " ('verursachen', 12),\n",
       " ('finanzamt_abführen', 12),\n",
       " ('entstehend', 12),\n",
       " ('hauptmenü', 12),\n",
       " ('deutschen_post', 12),\n",
       " ('regional', 12),\n",
       " ('gruppe', 12),\n",
       " ('beratungsgespräch', 12),\n",
       " ('pdf-datei', 12),\n",
       " ('kredit_selbstständige', 12),\n",
       " ('aufstocken', 12),\n",
       " ('bargeldlos_bezahlen', 12),\n",
       " ('rückzahlung_kredit', 12),\n",
       " ('verkaufen_wertpapier', 12),\n",
       " ('depoteröffnung', 12),\n",
       " ('kontowechsel-service', 12),\n",
       " ('gesamtbetrag', 12),\n",
       " ('freistellungsauftrag_kapitalertrag', 12),\n",
       " ('union_investment', 12),\n",
       " ('vl', 12),\n",
       " ('einsteigen', 12),\n",
       " ('anstehend', 12),\n",
       " ('6-stellige', 12),\n",
       " ('aufnehmen_kontakt', 12),\n",
       " ('google', 12),\n",
       " ('monatlich_raten', 12),\n",
       " ('marktzins', 12),\n",
       " ('common_reporting', 12),\n",
       " ('finanzkonten', 12),\n",
       " ('auswertung', 12),\n",
       " ('video-chat', 12),\n",
       " ('identitätsfeststellung', 12),\n",
       " ('didibank_privatkredit', 12),\n",
       " ('vierteljährlich', 12),\n",
       " ('mastercard_®_securecodetm', 12),\n",
       " ('nachrangfinanzierung', 12),\n",
       " ('fördermittel', 12),\n",
       " ('didibanken', 12),\n",
       " ('österreichisch', 12),\n",
       " ('mitunter', 12),\n",
       " ('gwg', 12),\n",
       " ('onlinebank', 12),\n",
       " ('rückfrage', 12),\n",
       " ('förderkredit', 12),\n",
       " ('kreditunterlagen', 12),\n",
       " ('geschäftsanteil', 12),\n",
       " ('befindliche', 12),\n",
       " ('niederlassung_poltawien', 12),\n",
       " ('steuerabzug', 12),\n",
       " ('geburtstag', 12),\n",
       " ('pferd', 12),\n",
       " ('microsoft_internet', 12),\n",
       " ('montag_freitag_samstag', 12),\n",
       " ('datenträger', 12),\n",
       " ('erfüllung', 12),\n",
       " ('einkauf_internet', 12),\n",
       " ('bezahlterminal', 12),\n",
       " ('betreuung', 12),\n",
       " ('per_video', 12),\n",
       " ('bewahren', 12),\n",
       " ('service_verwaltung', 12),\n",
       " ('rückruf-service', 12),\n",
       " ('datensicherheit', 12),\n",
       " ('vollfinanzierung', 12),\n",
       " ('goldcard', 12),\n",
       " ('registerkarte', 12),\n",
       " ('abmeldung', 12),\n",
       " ('erstmals', 12),\n",
       " ('auszahlungskonto', 12),\n",
       " ('sperrvermerk', 12),\n",
       " ('umschuldungskredit', 12),\n",
       " ('final', 12),\n",
       " ('anteilig', 12),\n",
       " ('didi_bank_n.v.', 12),\n",
       " ('website_url', 12),\n",
       " ('niederländische', 12),\n",
       " ('jugendfestgeldkonto', 12),\n",
       " ('sicherheitshinweise', 12),\n",
       " ('wenden_kundenservice', 12),\n",
       " ('dienstag', 12),\n",
       " ('kurs_anleihe', 12),\n",
       " ('niw', 12),\n",
       " ('global', 12),\n",
       " ('echtzeitkurse', 12),\n",
       " ('qualifizieren', 12),\n",
       " ('log-in', 12),\n",
       " ('höchstgrenze', 12),\n",
       " ('angehören', 12),\n",
       " ('depotonline', 12),\n",
       " ('mikrokonto', 12),\n",
       " ('kontoauszugonline', 12),\n",
       " ('sms-tan_verfahren', 12),\n",
       " ('solaranlage', 12),\n",
       " ('video-ident', 12),\n",
       " ('lichtbildausweis', 12),\n",
       " ('depotplus', 12),\n",
       " ('didipay-pin', 12),\n",
       " ('verfügernummer', 12),\n",
       " ('tan-block', 12),\n",
       " ('fingerprint-log-in', 12),\n",
       " ('didi_group', 12),\n",
       " ('25,–_eur', 12),\n",
       " ('top-kredit_beantragen', 12),\n",
       " ('maestro-card_ausland', 12),\n",
       " ('aktiv_anbieten', 12),\n",
       " ('pay', 12),\n",
       " ('®_securecode_™', 12),\n",
       " ('volksbank_poltawien_mitte', 12),\n",
       " ('pin_tan-verwaltung', 11),\n",
       " ('verfügbarkeit', 11),\n",
       " ('einlesen', 11),\n",
       " ('scannen', 11),\n",
       " ('dazugehörig', 11),\n",
       " ('vorliegend', 11),\n",
       " ('sondern', 11),\n",
       " ('kartenbanking', 11),\n",
       " ('produktpalette', 11),\n",
       " ('ausführlich_information', 11),\n",
       " ('platzieren', 11),\n",
       " ('bit', 11),\n",
       " ('opera', 11),\n",
       " ('stornierung', 11),\n",
       " ('geschenkkarte', 11),\n",
       " ('wirtschaftlich_interesse', 11),\n",
       " ('branche', 11),\n",
       " ('schicke', 11),\n",
       " ('vorliegt', 11),\n",
       " ('urlaub', 11),\n",
       " ('büro', 11),\n",
       " ('zurückrufen', 11),\n",
       " ('scheidung', 11),\n",
       " ('vermieten', 11),\n",
       " ('linie', 11),\n",
       " ('in_der_regel', 11),\n",
       " ('auslandsscheck', 11),\n",
       " ('bgh', 11),\n",
       " ('tägliche', 11),\n",
       " ...]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cw_s[2000:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('tagen', 11),\n",
       " ('bargeldlose', 11),\n",
       " ('transaktionskosten', 11),\n",
       " ('transaktionsgebühr', 11),\n",
       " ('kontakten', 11),\n",
       " ('gestellt', 11),\n",
       " ('wiederanlage', 11),\n",
       " ('reduzierung', 11),\n",
       " ('bevollmächtigter', 11),\n",
       " ('oder-konto', 11),\n",
       " ('gewinn', 11),\n",
       " ('ankommen', 11),\n",
       " ('tan-eingabe', 11),\n",
       " ('teilnehmer', 11),\n",
       " ('anlagedauer', 11),\n",
       " ('börsenplatz', 11),\n",
       " ('eigenständig', 11),\n",
       " ('mobilgerät', 11),\n",
       " ('internetbrowser', 11),\n",
       " ('ausstellend_bank', 11),\n",
       " ('antworten', 11),\n",
       " ('depotgebühr', 11),\n",
       " ('amerikanisch', 11),\n",
       " ('breit', 11),\n",
       " ('beruflich', 11),\n",
       " ('nachvollziehbar', 11),\n",
       " ('meinen', 11),\n",
       " ('abstand', 11),\n",
       " ('verfügung_gestellt', 11),\n",
       " ('anbindung', 11),\n",
       " ('updates', 11),\n",
       " ('äußern', 11),\n",
       " ('limitieren', 11),\n",
       " ('großbritannien', 11),\n",
       " ('euro-zahlungsverkehrsraum', 11),\n",
       " ('vorläufig', 11),\n",
       " ('zweifelsfall', 11),\n",
       " ('umrechnung', 11),\n",
       " ('maestro-girocard', 11),\n",
       " ('entladen', 11),\n",
       " ('freistellen', 11),\n",
       " ('gesetzlich_vorgeschrieben', 11),\n",
       " ('haftend_eigenkapital', 11),\n",
       " ('überweisungsmaske', 11),\n",
       " ('bislang', 11),\n",
       " ('standardmäßig_pdf_kostenfrei', 11),\n",
       " ('papierform', 11),\n",
       " ('september', 11),\n",
       " ('atc', 11),\n",
       " ('serviceauftrag', 11),\n",
       " ('auszahlungsbetrag', 11),\n",
       " ('antragsunterlagen', 11),\n",
       " ('fest_wohnsitz', 11),\n",
       " ('bargeldlos_zahlungsverkehr', 11),\n",
       " ('reklamation', 11),\n",
       " ('beteiligte', 11),\n",
       " ('verlegen', 11),\n",
       " ('vertragsnummer', 11),\n",
       " ('vorsorgen', 11),\n",
       " ('interessant', 11),\n",
       " ('verfolgen', 11),\n",
       " ('tipps', 11),\n",
       " ('übernahme', 11),\n",
       " ('zahlungsschwierigkeiten', 11),\n",
       " ('hiermit', 11),\n",
       " ('umziehen', 11),\n",
       " ('insolvenzverfahren', 11),\n",
       " ('selbstständiger', 11),\n",
       " ('zuständig_finanzamt', 11),\n",
       " ('verjährung', 11),\n",
       " ('einleiten', 11),\n",
       " ('lohn', 11),\n",
       " ('per_post_zustellen', 11),\n",
       " ('begründen', 11),\n",
       " ('holen', 11),\n",
       " ('wartezeit', 11),\n",
       " ('liegend', 11),\n",
       " ('zweifeln', 11),\n",
       " ('§_bgb', 11),\n",
       " ('veranlasst', 11),\n",
       " ('liegt', 11),\n",
       " ('ratsam', 11),\n",
       " ('holding', 11),\n",
       " ('eigentum', 11),\n",
       " ('spezialisieren', 11),\n",
       " ('besprechen', 11),\n",
       " ('abbezahlen', 11),\n",
       " ('festsetzen', 11),\n",
       " ('personenbezogen', 11),\n",
       " ('antragsformular', 11),\n",
       " ('relativ', 11),\n",
       " ('einkunft_kapitalvermögen', 11),\n",
       " ('einkommensteuerbescheid', 11),\n",
       " ('missbraucht', 11),\n",
       " ('empfängerdaten', 11),\n",
       " ('verzögern', 11),\n",
       " ('beilegen', 11),\n",
       " ('einsetzbar', 11),\n",
       " ('reisen', 11),\n",
       " ('umkehren', 11),\n",
       " ('sonntag', 11),\n",
       " ('ambibank_finanzcenter', 11),\n",
       " ('javascript', 11),\n",
       " ('reine', 11),\n",
       " ('einlösen', 11),\n",
       " ('bewilligung', 11),\n",
       " ('faxen_e-mail', 11),\n",
       " ('grob', 11),\n",
       " ('erkundigen', 11),\n",
       " ('nachfrage', 11),\n",
       " ('darlehensrate', 11),\n",
       " ('filialsuche', 11),\n",
       " ('wertpapierorder', 11),\n",
       " ('favorit', 11),\n",
       " ('aufstellen', 11),\n",
       " ('ansteigen', 11),\n",
       " ('unterziehen', 11),\n",
       " ('verstecken', 11),\n",
       " ('quellen', 11),\n",
       " ('gesperrt', 11),\n",
       " ('solidaritätszuschlag_gegebenenfalls_kirchensteuer', 11),\n",
       " ('vertragslaufzeit', 11),\n",
       " ('schriftform', 11),\n",
       " ('ereignis', 11),\n",
       " ('edelmetall', 11),\n",
       " ('beschleunigen', 11),\n",
       " ('passt', 11),\n",
       " ('v', 11),\n",
       " ('standard_crs', 11),\n",
       " ('bundesrepublik', 11),\n",
       " ('browserfenster', 11),\n",
       " ('länge', 11),\n",
       " ('auszeichnen', 11),\n",
       " ('zunehmen', 11),\n",
       " ('finanzierungsberater', 11),\n",
       " ('service_center', 11),\n",
       " ('skimming', 11),\n",
       " ('schloss-symbol', 11),\n",
       " ('angriff', 11),\n",
       " ('bau', 11),\n",
       " ('finanzierungssumme', 11),\n",
       " ('eigenkapitalanteil', 11),\n",
       " ('kreditkonditionen', 11),\n",
       " ('sitz_poltawien', 11),\n",
       " ('festzins', 11),\n",
       " ('finanzierungsanfrage', 11),\n",
       " ('förderbank', 11),\n",
       " ('schließung', 11),\n",
       " ('tagesgeldkonto_gutgeschrieben', 11),\n",
       " ('anpassungen', 11),\n",
       " ('ausprobieren', 11),\n",
       " ('bochum', 11),\n",
       " ('kartenmissbrauch', 11),\n",
       " ('leihen', 11),\n",
       " ('debit_mastercard', 11),\n",
       " ('ausstellung', 11),\n",
       " ('electronic_banking', 11),\n",
       " ('verteilen', 11),\n",
       " ('paypass', 11),\n",
       " ('ausweise', 11),\n",
       " ('schufa-eintrag', 11),\n",
       " ('online-kredit', 11),\n",
       " ('verlängerung', 11),\n",
       " ('cm', 11),\n",
       " ('kündigungsfristen', 11),\n",
       " ('gesetzliche_r_vertreter', 11),\n",
       " ('anlageentscheidung', 11),\n",
       " ('didiinvestor_depot', 11),\n",
       " ('überwachen', 11),\n",
       " ('kombigeld', 11),\n",
       " ('pc_tablet_smartphone', 11),\n",
       " ('ebanking_hotline', 11),\n",
       " ('anschliessend', 11),\n",
       " ('gesichert_webseite', 11),\n",
       " ('margin', 11),\n",
       " ('durchschnitt', 11),\n",
       " ('amerikanisch_markt', 11),\n",
       " ('tarif', 11),\n",
       " ('31.12', 11),\n",
       " ('infrage', 11),\n",
       " ('kündigungsfrist_monat', 11),\n",
       " ('zr', 11),\n",
       " ('paydirekt_kundenbereich', 11),\n",
       " ('vr-securecard_app', 11),\n",
       " ('webrtc', 11),\n",
       " ('prepaid-kreditkarte', 11),\n",
       " ('zahlungskontengesetz', 11),\n",
       " ('elektronisch_geldbörse', 11),\n",
       " ('girocard_electronic_cash', 11),\n",
       " ('elv', 11),\n",
       " ('motiv', 11),\n",
       " ('festgeld-verrechnungskonto', 11),\n",
       " ('sicherungsfall', 11),\n",
       " ('db', 11),\n",
       " ('menüpunkt_persönliche', 11),\n",
       " ('datentransfer', 11),\n",
       " ('firmendaten', 11),\n",
       " ('international_n.v.', 11),\n",
       " ('cash-kredit', 11),\n",
       " ('servicebereich_leasing', 11),\n",
       " ('dispo-freigrenze', 11),\n",
       " ('kostenloses', 11),\n",
       " ('nutzung_online-postfach', 11),\n",
       " ('de-mail-adresse', 11),\n",
       " ('kontaktlosfunktion', 11),\n",
       " ('kontaktlos_didibank_kreditkarte', 11),\n",
       " ('autorisierungen', 11),\n",
       " ('kartenausgebende_bank', 11),\n",
       " ('3d_secure-code', 11),\n",
       " ('diditagesgeld_tagesgeldkonto', 11),\n",
       " ('mitgliedschaft', 11),\n",
       " ('didiratenkredit_ratenkredit', 11),\n",
       " ('persönlich_kontobereich', 11),\n",
       " ('riester_rente', 11),\n",
       " ('didipay_card', 11),\n",
       " ('aufrunden', 11),\n",
       " ('boosten', 11),\n",
       " ('persönlich_begrüssung', 11),\n",
       " ('medium', 10),\n",
       " ('kennung', 10),\n",
       " ('sim-karte', 10),\n",
       " ('wlan', 10),\n",
       " ('richtigkeit', 10),\n",
       " ('betätigen', 10),\n",
       " ('callcenter', 10),\n",
       " ('finanzbehörde', 10),\n",
       " ('anstatt', 10),\n",
       " ('hinterlegung', 10),\n",
       " ('schalten', 10),\n",
       " ('salden', 10),\n",
       " ('nachvollziehen', 10),\n",
       " ('ansenden', 10),\n",
       " ('trennung', 10),\n",
       " ('handelsregister', 10),\n",
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       " ('rechtsanspruch', 8),\n",
       " ('beifügen', 8),\n",
       " ('sofortig', 8),\n",
       " ('unterhaltsverpflichtung', 8),\n",
       " ('mangels', 8),\n",
       " ('bundesverband', 8),\n",
       " ('ehemalig', 8),\n",
       " ('müssten', 8),\n",
       " ('teilzahlungsfunktion', 8),\n",
       " ('01', 8),\n",
       " ('weshalb', 8),\n",
       " ('nachrichtenbox', 8),\n",
       " ('zuordnung', 8),\n",
       " ('bescheinigen', 8),\n",
       " ('tilgungsrate', 8),\n",
       " ('gleichermaßen', 8),\n",
       " ('verwahrung', 8),\n",
       " ('kapitalertragssteuer', 8),\n",
       " ('verfallsdatum', 8),\n",
       " ('weisung', 8),\n",
       " ('anwählen', 8),\n",
       " ('kleinschreibung', 8),\n",
       " ('untersuchen', 8),\n",
       " ('broschüre', 8),\n",
       " ('preisverzeichnis', 8),\n",
       " ('referenzwert', 8),\n",
       " ('einbeziehen', 8),\n",
       " ('sparprodukte', 8),\n",
       " ('einfahren', 8),\n",
       " ('beschädigen', 8),\n",
       " ('schaffung', 8),\n",
       " ('gratis', 8),\n",
       " ('mo.-fr', 8),\n",
       " ('kreditaufnahme', 8),\n",
       " ('allgemeine', 8),\n",
       " ('bruchstück', 8),\n",
       " ('sorge', 8),\n",
       " ('schloss', 8),\n",
       " ('ausführungstermin', 8),\n",
       " ('gelöscht', 8),\n",
       " ('versteuernd', 8),\n",
       " ('lastschrifteinreicher', 8),\n",
       " ('regelwerk', 8),\n",
       " ('hauptversammlung', 8),\n",
       " ('gegenzug', 8),\n",
       " ('sepa-verordnung', 8),\n",
       " ('schließfach', 8),\n",
       " ('mobiltelefonnummer', 8),\n",
       " ('franke', 8),\n",
       " ('unerwünscht', 8),\n",
       " ('registrierungsvorgang', 8),\n",
       " ('mikrofon', 8),\n",
       " ('kontostände', 8),\n",
       " ('$', 8),\n",
       " ('bewährt', 8),\n",
       " ('vorder', 8),\n",
       " ('geld_senden', 8),\n",
       " ('tatsächliche', 8),\n",
       " ('aufschlag', 8),\n",
       " ('kreditkonto', 8),\n",
       " ('zusammenfassen', 8),\n",
       " ('arbeitsplatz', 8),\n",
       " ('geldsumme', 8),\n",
       " ('forderungsverkauf', 8),\n",
       " ('flexible', 8),\n",
       " ('internet-browser', 8),\n",
       " ('quelle', 8),\n",
       " ('eingeschränkt', 8),\n",
       " ('unterbinden', 8),\n",
       " ('begrenzung', 8),\n",
       " ('erschließungskosten', 8),\n",
       " ('tasche', 8),\n",
       " ('beurteilen', 8),\n",
       " ('wirkung', 8),\n",
       " ('grenzen', 8),\n",
       " ('einholung', 8),\n",
       " ('stärken', 8),\n",
       " ('mittelständisch', 8),\n",
       " ('genehmigung', 8),\n",
       " ('zulasten', 8),\n",
       " ('kleinbuchstaben', 8),\n",
       " ('mausklick', 8),\n",
       " ('provision', 8),\n",
       " ('25', 8),\n",
       " ('servern', 8),\n",
       " ('mehrmals', 8),\n",
       " ('fertigen', 8),\n",
       " ('porto', 8),\n",
       " ('geschäftsbeziehung', 8),\n",
       " ('rücksendung', 8),\n",
       " ('letztlich', 8),\n",
       " ('verweisen', 8),\n",
       " ('errichten', 8),\n",
       " ('begrüßungstext', 8),\n",
       " ('begrüßung', 8),\n",
       " ('www', 8),\n",
       " ('anschaffungsdaten', 8),\n",
       " ('live-chat', 8),\n",
       " ('wohneigentum', 8),\n",
       " ('herangezogen', 8),\n",
       " ('watch', 8),\n",
       " ('fair', 8),\n",
       " ('verkaufsorder', 8),\n",
       " ('einrechnen', 8),\n",
       " ('zusatz', 8),\n",
       " ('reibungslose', 8),\n",
       " ('bundesland', 8),\n",
       " ('authentifizieren', 8),\n",
       " ('sicherportemonnaie', 8),\n",
       " ('eigentümerdarlehen', 8),\n",
       " ('lernen', 8),\n",
       " ('vorzeitig_zurückzahlen', 8),\n",
       " ('netzbetreiber', 8),\n",
       " ('vorbeugen', 8),\n",
       " ('cashback', 8),\n",
       " ('jailbreak', 8),\n",
       " ('kundenservicecenter', 8),\n",
       " ('aufzeigen', 8),\n",
       " ('tokens', 8),\n",
       " ('erstlogin', 8),\n",
       " ('hintereinander', 8),\n",
       " ('geschäftsfähig', 8),\n",
       " ('zinsberechnung', 8),\n",
       " ('zinstag', 8),\n",
       " ('erhebung', 8),\n",
       " ('kirchensteuerabzugsmerkmal', 8),\n",
       " ('einzel', 8),\n",
       " ('bilanz', 8),\n",
       " ('wozu', 8),\n",
       " ('finanzinstrumente', 8),\n",
       " ('rohstoff', 8),\n",
       " ('schenkung', 8),\n",
       " ('sparbetrag', 8),\n",
       " ('verfügungsberechtigung', 8),\n",
       " ('zahlungsverkehrsprogramm', 8),\n",
       " ('aufgabe', 8),\n",
       " ('kostet', 8),\n",
       " ('einsig', 8),\n",
       " ('anlagefonds', 8),\n",
       " ('ehepaar', 8),\n",
       " ('verpfändung', 8),\n",
       " ('bausparguthaben', 8),\n",
       " ('worten', 8),\n",
       " ('tatsache', 8),\n",
       " ('prozentsatz', 8),\n",
       " ('gebührenpflichtig', 8),\n",
       " ('mittwoch', 8),\n",
       " ('entschädigungsanspruch', 8),\n",
       " ('betracht', 8),\n",
       " ('stand', 8),\n",
       " ('entschädigungsfall', 8),\n",
       " ('oktober', 8),\n",
       " ('sparbriefes', 8),\n",
       " ('einbehalt', 8),\n",
       " ('vermittler', 8),\n",
       " ('darlehensnehmers', 8),\n",
       " ('video-legitimation', 8),\n",
       " ('führerschein', 8),\n",
       " ('vorbereitung', 8),\n",
       " ('post_zusenden', 8),\n",
       " ('eisenberg', 8),\n",
       " ('bauspardarlehen', 8),\n",
       " ('raum', 8),\n",
       " ('zinskonto', 8),\n",
       " ('kundenzentrum', 8),\n",
       " ('baukosten', 8),\n",
       " ('jahresabschluss', 8),\n",
       " ('guthabenbereich', 8),\n",
       " ('straftat', 8),\n",
       " ('kartenherausgeber', 8),\n",
       " ('supermarkt', 8),\n",
       " ('infizieren', 8),\n",
       " ('emv', 8),\n",
       " ('bauträger', 8),\n",
       " ('factoring', 8),\n",
       " ('hacker', 8),\n",
       " ('kest', 8),\n",
       " ('auszahlungshöchstbetrag', 8),\n",
       " ...]"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cw_s[3000:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('bankomat', 8),\n",
       " ('webid', 8),\n",
       " ('mobile\"-app', 8),\n",
       " ('multibanking', 8),\n",
       " ('24-h-kundenservice', 8),\n",
       " ('xi', 8),\n",
       " ('didisparkonto', 8),\n",
       " ('kfz-brief', 8),\n",
       " ('finanzierungsvertrag', 8),\n",
       " ('online-sicherheits-garantie', 8),\n",
       " ('classic-karte', 8),\n",
       " ('chargeback', 8),\n",
       " ('geldkarten-chip', 8),\n",
       " ('secoder', 8),\n",
       " ('tilgungshöhe', 8),\n",
       " ('wertpapierfirma', 8),\n",
       " ('informiere', 8),\n",
       " ('generalversammlung', 8),\n",
       " ('check24', 8),\n",
       " ('pushtan-app', 7),\n",
       " ('verbieten', 7),\n",
       " ('abhängigkeit', 7),\n",
       " ('zugesandt', 7),\n",
       " ('kontodetails', 7),\n",
       " ('vermeintlich', 7),\n",
       " ('ausliefern', 7),\n",
       " ('onlinezugang', 7),\n",
       " ('backup', 7),\n",
       " ('vergehen', 7),\n",
       " ('netscape', 7),\n",
       " ('anerkennung', 7),\n",
       " ('epostfach', 7),\n",
       " ('privatsphäre', 7),\n",
       " ('wasser', 7),\n",
       " ('einzelpersonen', 7),\n",
       " ('einzelunternehmer', 7),\n",
       " ('hauptkonto', 7),\n",
       " ('sms-service', 7),\n",
       " ('herabsetzen', 7),\n",
       " ('wiso', 7),\n",
       " ('absehen', 7),\n",
       " ('darlehenshöhe', 7),\n",
       " ('mastercard-logo', 7),\n",
       " ('kontodeckung', 7),\n",
       " ('ländergrenzen', 7),\n",
       " ('western', 7),\n",
       " ('kontoüberziehung', 7),\n",
       " ('bewirken', 7),\n",
       " ('banque', 7),\n",
       " ('kontobelastung', 7),\n",
       " ('mustern', 7),\n",
       " ('team', 7),\n",
       " ('insolvenz', 7),\n",
       " ('übersenden', 7),\n",
       " ('bestehende', 7),\n",
       " ('risikoklasse', 7),\n",
       " ('herausgeben', 7),\n",
       " ('guthabenzinsen', 7),\n",
       " ('meldeadresse', 7),\n",
       " ('zugeordnet', 7),\n",
       " ('gründlich', 7),\n",
       " ('ruhe', 7),\n",
       " ('neuanlage', 7),\n",
       " ('comfort-verfahren', 7),\n",
       " ('begleiten', 7),\n",
       " ('ausführungsdatum', 7),\n",
       " ('erbringung', 7),\n",
       " ('accounts', 7),\n",
       " ('priorität', 7),\n",
       " ('wiederherstellen', 7),\n",
       " ('verifizieren', 7),\n",
       " ('chrome', 7),\n",
       " ('entwenden', 7),\n",
       " ('betrugsversuch', 7),\n",
       " ('barmittel', 7),\n",
       " ('ibans', 7),\n",
       " ('bankcode', 7),\n",
       " ('sepa-verfahren', 7),\n",
       " ('council', 7),\n",
       " ('epc', 7),\n",
       " ('worldwide', 7),\n",
       " ('interbank', 7),\n",
       " ('auslandseinsatzentgelt', 7),\n",
       " ('geldautomaten', 7),\n",
       " ('dreifach', 7),\n",
       " ('aufhalten', 7),\n",
       " ('geldkartenfunktion', 7),\n",
       " ('freistellungsbetrag', 7),\n",
       " ('verteilung', 7),\n",
       " ('kundeneinlage', 7),\n",
       " ('über', 7),\n",
       " ('bereitstellungsdauer', 7),\n",
       " ('verauslagten', 7),\n",
       " ('ungelesene', 7),\n",
       " ('einsehbar', 7),\n",
       " ('generator', 7),\n",
       " ('transaction', 7),\n",
       " ('abbestellen', 7),\n",
       " ('top', 7),\n",
       " ('erträgnisaufstellung', 7),\n",
       " ('zahlungskonto', 7),\n",
       " ('pop-up-fenster', 7),\n",
       " ('hierüber', 7),\n",
       " ('unvollständig', 7),\n",
       " ('aktenzeichen', 7),\n",
       " ('verurteilung', 7),\n",
       " ('mietschulden', 7),\n",
       " ('sozialamt', 7),\n",
       " ('absehbar', 7),\n",
       " ('miete', 7),\n",
       " ('verschulden', 7),\n",
       " ('mahnverfahren', 7),\n",
       " ('abzahlen', 7),\n",
       " ('geregelt', 7),\n",
       " ('ratgeber', 7),\n",
       " ('zwangsvollstreckung', 7),\n",
       " ('jung', 7),\n",
       " ('insolvenzberatungsstelle', 7),\n",
       " ('erinnern', 7),\n",
       " ('gutachter', 7),\n",
       " ('müsste', 7),\n",
       " ('fehlschlagen', 7),\n",
       " ('grundbuchauszug', 7),\n",
       " ('pfändungsfrei', 7),\n",
       " ('pfändungsfreigrenze', 7),\n",
       " ('unpfändbaren', 7),\n",
       " ('vergleiche', 7),\n",
       " ('untereinander', 7),\n",
       " ('servicecenter', 7),\n",
       " ('schauen', 7),\n",
       " ('wachsen', 7),\n",
       " ('perspektive', 7),\n",
       " ('ergreifen', 7),\n",
       " ('nachlesen', 7),\n",
       " ('fließen', 7),\n",
       " ('gleiches', 7),\n",
       " ('alleinstehend', 7),\n",
       " ('elternteil', 7),\n",
       " ('notariell', 7),\n",
       " ('hinblick', 7),\n",
       " ('gaa', 7),\n",
       " ('gültigkeitsdatum', 7),\n",
       " ('sparcard-konto', 7),\n",
       " ('online-kontoauszug', 7),\n",
       " ('münzgeld', 7),\n",
       " ('visacard', 7),\n",
       " ('steuernummer', 7),\n",
       " ('notfall', 7),\n",
       " ('zahlungsarten', 7),\n",
       " ('service-hotline', 7),\n",
       " ('permanent', 7),\n",
       " ('faustregel', 7),\n",
       " ('register', 7),\n",
       " ('design', 7),\n",
       " ('abraten', 7),\n",
       " ('kreditgeschäft', 7),\n",
       " ('ratenhöhe', 7),\n",
       " ('auffüllen', 7),\n",
       " ('ausbauen', 7),\n",
       " ('sparprodukt', 7),\n",
       " ('loggen', 7),\n",
       " ('gbp', 7),\n",
       " ('abgesehen', 7),\n",
       " ('eingezahlt', 7),\n",
       " ('08:00', 7),\n",
       " ('etwaige', 7),\n",
       " ('wertpapierabrechnung', 7),\n",
       " ('wertpapierhandel', 7),\n",
       " ('innovative', 7),\n",
       " ('gehandelt', 7),\n",
       " ('itan-liste', 7),\n",
       " ('gerecht', 7),\n",
       " ('pbnkdeff', 7),\n",
       " ('pari', 7),\n",
       " ('versicherer', 7),\n",
       " ('mobile-tan-verfahren', 7),\n",
       " ('16-stellige', 7),\n",
       " ('9', 7),\n",
       " ('sepa-', 7),\n",
       " ('verheiratet', 7),\n",
       " ('eigenmittel', 7),\n",
       " ('planung', 7),\n",
       " ('dingen', 7),\n",
       " ('rücklagen', 7),\n",
       " ('unerwartet', 7),\n",
       " ('anhören', 7),\n",
       " ('geldbeträge', 7),\n",
       " ('kreditzusage', 7),\n",
       " ('online-shopping', 7),\n",
       " ('mpin', 7),\n",
       " ('postleitzahl', 7),\n",
       " ('girocode', 7),\n",
       " ('feedback', 7),\n",
       " ('foreign', 7),\n",
       " ('act', 7),\n",
       " ('steuerhinterziehung', 7),\n",
       " ('kontosaldo', 7),\n",
       " ('mindesttilgung', 7),\n",
       " ('schwäbisch', 7),\n",
       " ('hallen', 7),\n",
       " ('schlimm', 7),\n",
       " ('marktlage', 7),\n",
       " ('germany', 7),\n",
       " ('bezahlfunktion', 7),\n",
       " ('oecd', 7),\n",
       " ('crs-staat', 7),\n",
       " ('rechtsträger', 7),\n",
       " ('sms-code', 7),\n",
       " ('erhoben', 7),\n",
       " ('kreditverpflichtung', 7),\n",
       " ('ausgestellt', 7),\n",
       " ('temporär', 7),\n",
       " ('entschlüsseln', 7),\n",
       " ('absendern', 7),\n",
       " ('zugriffscode', 7),\n",
       " ('ä.', 7),\n",
       " ('anschauen', 7),\n",
       " ('anschaffungskosten', 7),\n",
       " ('leicht', 7),\n",
       " ('vorhalten', 7),\n",
       " ('leitzins', 7),\n",
       " ('strengen', 7),\n",
       " ('jedenfalls', 7),\n",
       " ('verdienen', 7),\n",
       " ('planungssicherheit', 7),\n",
       " ('zusammenarbeit', 7),\n",
       " ('konstant', 7),\n",
       " ('verantwortungsvoll', 7),\n",
       " ('ausweisdaten', 7),\n",
       " ('barcode', 7),\n",
       " ('börsedirect', 7),\n",
       " ('eigenschaft', 7),\n",
       " ('logout', 7),\n",
       " ('finanzagent', 7),\n",
       " ('kb', 7),\n",
       " ('mai', 7),\n",
       " ('formulieren', 7),\n",
       " ('funktionalität', 7),\n",
       " ('kartensperre', 7),\n",
       " ('sparraten', 7),\n",
       " ('beanstanden', 7),\n",
       " ('kontaktlos-symbol', 7),\n",
       " ('gestohlen', 7),\n",
       " ('aufsicht', 7),\n",
       " ('chat', 7),\n",
       " ('darüber', 7),\n",
       " ('verknüpfung', 7),\n",
       " ('kategorisieren', 7),\n",
       " ('budget', 7),\n",
       " ('management', 7),\n",
       " ('vermögensverwaltung', 7),\n",
       " ('rechtsform', 7),\n",
       " ('betriebswirtschaftliche', 7),\n",
       " ('wertpapiersparplan', 7),\n",
       " ('einzelheit', 7),\n",
       " ('pro_woche', 7),\n",
       " ('unlimitiert', 7),\n",
       " ('nächstmöglichen', 7),\n",
       " ('stop-buy-order', 7),\n",
       " ('2-stellig', 7),\n",
       " ('touch-id', 7),\n",
       " ('angeschlossen', 7),\n",
       " ('scoring', 7),\n",
       " ('sicherkreditkarte', 7),\n",
       " ('nützliche', 7),\n",
       " ('gutschein-portal', 7),\n",
       " ('@', 7),\n",
       " ('offene', 7),\n",
       " ('\\uf0b7', 7),\n",
       " ('konfiguration', 7),\n",
       " ('stabile', 7),\n",
       " ('login-bereich', 7),\n",
       " ('spam-ordner', 7),\n",
       " ('leerzeichen', 7),\n",
       " ('online-filiale', 7),\n",
       " ('zinsmethode', 7),\n",
       " ('duplikat', 7),\n",
       " ('geschäftsbereich', 7),\n",
       " ('gewährt', 7),\n",
       " ('einzuloggen', 7),\n",
       " ('marktsituation', 7),\n",
       " ('stückzahl', 7),\n",
       " ('securego-verfahren', 7),\n",
       " ('unverschlüsselt', 7),\n",
       " ('zweigniederlassung', 7),\n",
       " ('port', 7),\n",
       " ('börsenplätzen', 7),\n",
       " ('gesetzt', 7),\n",
       " ('only', 7),\n",
       " ('informationsbogen', 7),\n",
       " ('gewohnt', 7),\n",
       " ('annullieren', 7),\n",
       " ('reparatur', 7),\n",
       " ('maßen', 7),\n",
       " ('periodisch', 7),\n",
       " ('tools', 7),\n",
       " ('volatilität', 7),\n",
       " ('periodische', 7),\n",
       " ('stützen', 7),\n",
       " ('note', 7),\n",
       " ('brüssel', 7),\n",
       " ('luxemburgische', 7),\n",
       " ('pro-konto', 7),\n",
       " ('lombardkredit', 7),\n",
       " ('ex-dividende-tag', 7),\n",
       " ('einlegers', 7),\n",
       " ('etwaig', 7),\n",
       " ('abstellen', 7),\n",
       " ('feststellung', 7),\n",
       " ('zweistelligen', 7),\n",
       " ('wahlweise', 7),\n",
       " ('großteil', 7),\n",
       " ('anlagejahres', 7),\n",
       " ('kirche', 7),\n",
       " ('abführung', 7),\n",
       " ('zinsausschüttung', 7),\n",
       " ('sms-tan', 7),\n",
       " ('umsatzdaten', 7),\n",
       " ('hinsicht', 7),\n",
       " ('ökologisch', 7),\n",
       " ('mehrmalig', 7),\n",
       " ('abbucher', 7),\n",
       " ('sperr-notruf', 7),\n",
       " ('bausparen', 7),\n",
       " ('bausparsumme', 7),\n",
       " ('auszugsdrucker', 7),\n",
       " ('geprüft', 7),\n",
       " ('ausnutzen', 7),\n",
       " ('atc-zähler', 7),\n",
       " ('vererben', 7),\n",
       " ('standesamt', 7),\n",
       " ('gehaltsbescheinigung', 7),\n",
       " ('solarfinanzierung', 7),\n",
       " ('kontaktaufnahme', 7),\n",
       " ('kreditsicherheiten', 7),\n",
       " ('sofortzusage', 7),\n",
       " ('rechnungsbeträge', 7),\n",
       " ('kreditkartenanbieter', 7),\n",
       " ('ombudsmann', 7),\n",
       " ('akustisch', 7),\n",
       " ('dk', 7),\n",
       " ('bezahlkarte', 7),\n",
       " ('kassensystem', 7),\n",
       " ('-banking', 7),\n",
       " ('vereinheitlichen', 7),\n",
       " ('architekt', 7),\n",
       " ('gehalts', 7),\n",
       " ('zahlungsplan', 7),\n",
       " ('factor', 7),\n",
       " ('abnehmer', 7),\n",
       " ('wohnimmobilien', 7),\n",
       " ('linux', 7),\n",
       " ('überziehungsrahmen', 7),\n",
       " ('erst-login', 7),\n",
       " ('e-commerce', 7),\n",
       " ('vereinigt', 7),\n",
       " ('az', 7),\n",
       " ('kirchensteuerabzug', 7),\n",
       " ('ratenpause', 7),\n",
       " ('haushaltsrechner', 7),\n",
       " ('dispositionsrahmen', 7),\n",
       " ('visa-logo', 7),\n",
       " ('google_play', 7),\n",
       " ('basis-konto', 7),\n",
       " ('gold-karte', 7),\n",
       " ('ehepaare', 7),\n",
       " ('reservierung', 7),\n",
       " ('rückbelastung', 7),\n",
       " ('secure-verfahren', 7),\n",
       " ('etan-verfahren', 7),\n",
       " ('garantieregelung', 7),\n",
       " ('postident‑verfahren', 7),\n",
       " ('east-west', 7),\n",
       " ('bankers', 7),\n",
       " ('einkaufskonto', 7),\n",
       " ('bank-blog', 7),\n",
       " ('kontozugangsdaten', 7),\n",
       " ('didisupersparkonto-konto', 7),\n",
       " ('konsultieren', 6),\n",
       " ('erfassten', 6),\n",
       " ('zeitspanne', 6),\n",
       " ('komplizieren', 6),\n",
       " ('7', 6),\n",
       " ('sicherheitsmedium', 6),\n",
       " ('bevorzugt', 6),\n",
       " ('mitsamt', 6),\n",
       " ('bietet', 6),\n",
       " ('persönlicher', 6),\n",
       " ('autorisierungsverfahren', 6),\n",
       " ('endgeräten', 6),\n",
       " ('zweier', 6),\n",
       " ('transaktionsfreigabe', 6),\n",
       " ('ug', 6),\n",
       " ('augsburger', 6),\n",
       " ('aktienbank', 6),\n",
       " ('markenauftritt', 6),\n",
       " ('auslegen', 6),\n",
       " ('formblatt', 6),\n",
       " ('begünstigen', 6),\n",
       " ('preisaushang', 6),\n",
       " ('zurückunterschreiben', 6),\n",
       " ('post-ident', 6),\n",
       " ('sepa-format', 6),\n",
       " ('druck', 6),\n",
       " ('bezüglich', 6),\n",
       " ('ignorieren', 6),\n",
       " ('freiberuflich', 6),\n",
       " ('vereinzeln', 6),\n",
       " ('angehen', 6),\n",
       " ('interessent', 6),\n",
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       " ('rot', 6),\n",
       " ('auslandszahlung', 6),\n",
       " ('schadensfall', 6),\n",
       " ('polizeilich', 6),\n",
       " ('gedulden', 6),\n",
       " ('externe', 6),\n",
       " ('seit', 6),\n",
       " ('eu-mitgliedsstaaten', 6),\n",
       " ('vorgenommen', 6),\n",
       " ('passen', 6),\n",
       " ('kennzeichnung', 6),\n",
       " ('last', 6),\n",
       " ('portugal', 6),\n",
       " ('erwachsene', 6),\n",
       " ('zweifelhaft', 6),\n",
       " ('leistungsfähigkeit', 6),\n",
       " ('agbs', 6),\n",
       " ('umtauschen', 6),\n",
       " ('virtuellen', 6),\n",
       " ('mindestanlagesumme', 6),\n",
       " ('geheimnummer', 6),\n",
       " ('rhythmus', 6),\n",
       " ('steuerpflichtige', 6),\n",
       " ('handel', 6),\n",
       " ('zuteilen', 6),\n",
       " ('sicherungsverfahren', 6),\n",
       " ('internet-filiale', 6),\n",
       " ('angefragt', 6),\n",
       " ('hbci-chipkarte', 6),\n",
       " ('abschneiden', 6),\n",
       " ('geheimzahl_pin', 6),\n",
       " ('cookie', 6),\n",
       " ('hackern', 6),\n",
       " ('add-ons', 6),\n",
       " ('ausführungstag', 6),\n",
       " ('tag', 6),\n",
       " ('sammler', 6),\n",
       " ('eilüberweisung', 6),\n",
       " ('bund', 6),\n",
       " ('funktionsumfang', 6),\n",
       " ('risikobereitschaft', 6),\n",
       " ('hinausgeht', 6),\n",
       " ('folgetag', 6),\n",
       " ('bestätigungs-e-mail', 6),\n",
       " ('warenkorb', 6),\n",
       " ('absicht', 6),\n",
       " ('fund', 6),\n",
       " ('traditionell', 6),\n",
       " ('online-banken', 6),\n",
       " ('warentest', 6),\n",
       " ('prüfverfahren', 6),\n",
       " ('online-version', 6),\n",
       " ('referenz', 6),\n",
       " ('erzeugung', 6),\n",
       " ('unwahrscheinlich', 6),\n",
       " ('applikation', 6),\n",
       " ('originalunterschrift', 6),\n",
       " ('preis-und', 6),\n",
       " ('wirtschaftsraumes', 6),\n",
       " ('erfasste', 6),\n",
       " ('vorrangig', 6),\n",
       " ('dänemark', 6),\n",
       " ('ablaufdatum', 6),\n",
       " ('angeblich', 6),\n",
       " ('fremdbank', 6),\n",
       " ('umsatzübersicht', 6),\n",
       " ('abändern', 6),\n",
       " ('wochenlimit', 6),\n",
       " ('erteilt', 6),\n",
       " ('unterzeichnet', 6),\n",
       " ('financepilot_report', 6),\n",
       " ('vermögensübersicht', 6),\n",
       " ('abrufe', 6),\n",
       " ('reinersct', 6),\n",
       " ('sicherheitsrelevant', 6),\n",
       " ('fortlaufend', 6),\n",
       " ('falscheingabe', 6),\n",
       " ('vorfolgen', 6),\n",
       " ('rufnummernmigration', 6),\n",
       " ('vorhandene', 6),\n",
       " ('migrationscode', 6),\n",
       " ('registriert', 6),\n",
       " ('begleichung', 6),\n",
       " ('domain', 6),\n",
       " ('vermögensdepot', 6),\n",
       " ('realisieren', 6),\n",
       " ('mittelstand', 6),\n",
       " ('mietvertrag', 6),\n",
       " ('typisch', 6),\n",
       " ('einkommenssituation', 6),\n",
       " ('strafrechtlich', 6),\n",
       " ('vollstreckungsgericht', 6),\n",
       " ('drohend', 6),\n",
       " ('energieschulden', 6),\n",
       " ('eintritt', 6),\n",
       " ('rückstand', 6),\n",
       " ('gefährden', 6),\n",
       " ('örtlich', 6),\n",
       " ('fristlos', 6),\n",
       " ('adressieren', 6),\n",
       " ('zurechnen', 6),\n",
       " ('fassen', 6),\n",
       " ('ausweg', 6),\n",
       " ('amt', 6),\n",
       " ('gegenwärtig', 6),\n",
       " ('fühlen', 6),\n",
       " ('beratungsstelle', 6),\n",
       " ('notfalls', 6),\n",
       " ('organisieren', 6),\n",
       " ('phase', 6),\n",
       " ('eigen', 6),\n",
       " ('zuschlag', 6),\n",
       " ('vollziehen', 6),\n",
       " ('pfändungsfreibetrag', 6),\n",
       " ('ausgleich', 6),\n",
       " ('850k', 6),\n",
       " ('gepfändet', 6),\n",
       " ('vollstreckbar', 6),\n",
       " ('haftpflichtversicherung', 6),\n",
       " ('alleinerziehend', 6),\n",
       " ('nettoeinkommen', 6),\n",
       " ('telekom', 6),\n",
       " ('inkasso-unternehmen', 6),\n",
       " ('bekanntmachung', 6),\n",
       " ('verwertung', 6),\n",
       " ('anbringen', 6),\n",
       " ('befragen', 6),\n",
       " ('angelegenheit', 6),\n",
       " ('inkassokosten', 6),\n",
       " ('einschalten', 6),\n",
       " ('e.v.', 6),\n",
       " ('selbstständigkeit', 6),\n",
       " ('schwanken', 6),\n",
       " ('anhaltspunkt', 6),\n",
       " ('entsprechende', 6),\n",
       " ('kontaktinformationen', 6),\n",
       " ('selektieren', 6),\n",
       " ('aufsuchen', 6),\n",
       " ('monatsersten', 6),\n",
       " ('erreicht', 6),\n",
       " ('zuverlässigkeit', 6),\n",
       " ('nutzers', 6),\n",
       " ('vertragsbedingungen', 6),\n",
       " ('k', 6),\n",
       " ('vorgemerkt', 6),\n",
       " ('damnum', 6),\n",
       " ('beleihung', 6),\n",
       " ('sage', 6),\n",
       " ('mitsage', 6),\n",
       " ('ersatz', 6),\n",
       " ('kontoführenden', 6),\n",
       " ('bankkundenkarte', 6),\n",
       " ('mobiles', 6),\n",
       " ('sicherheitssoftware', 6),\n",
       " ('flickergrafik', 6),\n",
       " ('handhabung', 6),\n",
       " ('gebiet', 6),\n",
       " ('erleben', 6),\n",
       " ('pauschale', 6),\n",
       " ('ambibank-tankstellen', 6),\n",
       " ('berechtigter', 6),\n",
       " ('kursgewinne', 6),\n",
       " ('überziehungszinsen', 6),\n",
       " ('mitteil', 6),\n",
       " ('verschlechtern', 6),\n",
       " ('einscannen', 6),\n",
       " ('gültig_personalausweis', 6),\n",
       " ('schonen', 6),\n",
       " ('fahrlässigkeit', 6),\n",
       " ('download-center', 6),\n",
       " ('anfangen', 6),\n",
       " ('ausdrücken', 6),\n",
       " ('wesentliche', 6),\n",
       " ('weitaus', 6),\n",
       " ('bearbeitungszeit', 6),\n",
       " ('checkbox', 6),\n",
       " ('infoscore', 6),\n",
       " ('vorerst', 6),\n",
       " ('versehentlich', 6),\n",
       " ('modell', 6),\n",
       " ('vorlaufzeit', 6),\n",
       " ('intervall', 6),\n",
       " ('pin-änderung', 6),\n",
       " ('einlösung', 6),\n",
       " ('vorabinformation', 6),\n",
       " ('zugehen', 6),\n",
       " ('alphanumerische', 6),\n",
       " ('kundenreferenz', 6),\n",
       " ('empfänger-iban', 6),\n",
       " ('anderenfalls', 6),\n",
       " ('heimatland', 6),\n",
       " ('aktienfonds', 6),\n",
       " ('sparrate', 6),\n",
       " ('turnus', 6),\n",
       " ('vergewissern', 6),\n",
       " ('haushaltsrechnung', 6),\n",
       " ('8', 6),\n",
       " ('an', 6),\n",
       " ('irrtümlich', 6),\n",
       " ('ablösevollmacht', 6),\n",
       " ('kurzmitteilung', 6),\n",
       " ('datenverbindung', 6),\n",
       " ('karten-pin', 6),\n",
       " ('gps-empfang', 6),\n",
       " ('abgescannt', 6),\n",
       " ('geldautomatenfinder', 6),\n",
       " ('us-indizien', 6),\n",
       " ('r', 6),\n",
       " ('erarbeiten', 6),\n",
       " ('vereinigte', 6),\n",
       " ('verständigen', 6),\n",
       " ('baugeld', 6),\n",
       " ('10', 6),\n",
       " ('effektivzinssatz', 6),\n",
       " ('weitgehend', 6),\n",
       " ('telefax', 6),\n",
       " ('vollenden', 6),\n",
       " ('unvorhergesehen', 6),\n",
       " ('planmäßig', 6),\n",
       " ('ländercode', 6),\n",
       " ('optionale', 6),\n",
       " ('ausgang', 6),\n",
       " ('preis', 6),\n",
       " ('gunst', 6),\n",
       " ('tüv', 6),\n",
       " ('auffallen', 6),\n",
       " ('kaufnebenkosten', 6),\n",
       " ('lebenshaltungskosten', 6),\n",
       " ('modernisierungskredit', 6),\n",
       " ('bankfilialen', 6),\n",
       " ('mitarbeiterin', 6),\n",
       " ('zahlungsfähigkeit', 6),\n",
       " ('guthabenverzinsung', 6),\n",
       " ('gefühl', 6),\n",
       " ('tief', 6),\n",
       " ('kooperation', 6),\n",
       " ('kreditrückzahlung', 6),\n",
       " ('bargeldtransaktionen', 6),\n",
       " ('zusatzkosten', 6),\n",
       " ('größtmöglich', 6),\n",
       " ('glauben', 6),\n",
       " ('platzierung', 6),\n",
       " ('finanzierungsantrag', 6),\n",
       " ('zinsgünstig', 6),\n",
       " ('tageskonto', 6),\n",
       " ('anzinsen', 6),\n",
       " ('bearbeitungsdauer', 6),\n",
       " ('bestätigungsschreiben', 6),\n",
       " ('bnp', 6),\n",
       " ('paribas', 6),\n",
       " ('paket', 6),\n",
       " ('großbuchstabe', 6),\n",
       " ('auftauchen', 6),\n",
       " ('entdecken', 6),\n",
       " ('unseriöse', 6),\n",
       " ('konsequenz', 6),\n",
       " ('i.', 6),\n",
       " ('r.', 6),\n",
       " ('zeitweise', 6),\n",
       " ('schlussrate', 6),\n",
       " ('zurückschick', 6),\n",
       " ('finanzmarkt', 6),\n",
       " ('zahlungsbestätigung', 6),\n",
       " ('zurückbekommen', 6),\n",
       " ('fertig', 6),\n",
       " ('vollkommen', 6),\n",
       " ('kontakt_kundenservice', 6),\n",
       " ('zahlenkombination', 6),\n",
       " ('legitim', 6),\n",
       " ('heraus', 6),\n",
       " ('alleinige', 6),\n",
       " ('us-amerikanische', 6),\n",
       " ('initiative', 6),\n",
       " ('irs', 6),\n",
       " ('gestaltung', 6),\n",
       " ('übereinstimmung', 6),\n",
       " ('voraussichtlich', 6),\n",
       " ('kontozugang', 6),\n",
       " ('ordervolumen', 6),\n",
       " ('benennen', 6),\n",
       " ('kontowechselhilfe', 6),\n",
       " ('hauptwohnsitz', 6),\n",
       " ('beamter', 6),\n",
       " ('währungsumrechnung', 6),\n",
       " ('trailing-stop-order', 6),\n",
       " ('mifid', 6),\n",
       " ('orderprovision', 6),\n",
       " ('kursrückgang', 6),\n",
       " ('identifier_code', 6),\n",
       " ('länderkennzeichen', 6),\n",
       " ('inlandsscheck', 6),\n",
       " ('ex-tag', 6),\n",
       " ('multibankenfähigkeit', 6),\n",
       " ('kontosalden', 6),\n",
       " ('zurückbezahlen', 6),\n",
       " ('internetanschluss', 6),\n",
       " ('puffer', 6),\n",
       " ('legitimiert', 6),\n",
       " ('fristgerecht', 6),\n",
       " ('fähig', 6),\n",
       " ('sichertasche', 6),\n",
       " ('kreditversicherung', 6),\n",
       " ('versicherungsbeitrag', 6),\n",
       " ('kreditwunsch', 6),\n",
       " ('internet-banking', 6),\n",
       " ('unrechtmäßig', 6),\n",
       " ('systemanforderungen', 6),\n",
       " ('reise-portal', 6),\n",
       " ('exklusiv', 6),\n",
       " ('zurückerstatten', 6),\n",
       " ('rechnungsbetrag', 6),\n",
       " ('terminieren', 6),\n",
       " ('auftippen', 6),\n",
       " ('freitag', 6),\n",
       " ('aufenthalt', 6),\n",
       " ('foto-überweisung', 6),\n",
       " ('selbstgewählte', 6),\n",
       " ('ausblenden', 6),\n",
       " ('videoident-', 6),\n",
       " ('identifikationsverfahren', 6),\n",
       " ('geldwäscherechtlichen', 6),\n",
       " ('zahlungsverkehrskonto', 6),\n",
       " ('tochter', 6),\n",
       " ('einkommensteuererklärung', 6),\n",
       " ('kirchensteuerpflichtig', 6),\n",
       " ('veranlagung', 6),\n",
       " ('nachlass', 6),\n",
       " ('portfoliozusammensetzung', 6),\n",
       " ('schwankung', 6),\n",
       " ('vergütung', 6),\n",
       " ('ausgefüllt_unterschrieben', 6),\n",
       " ('revenue', 6),\n",
       " ('erschweren', 6),\n",
       " ('onlinekonto', 6),\n",
       " ('erstanmeldung', 6),\n",
       " ('jugendtagesgeldkonto', 6),\n",
       " ('einwandfrei', 6),\n",
       " ('profi', 6),\n",
       " ('kirchensteuersatz', 6),\n",
       " ('insolvenzfall', 6),\n",
       " ('einstufen', 6),\n",
       " ('börslichen', 6),\n",
       " ('ordergebühren', 6),\n",
       " ('gebührenordnung', 6),\n",
       " ('verkaufsauftrag', 6),\n",
       " ('mistrade', 6),\n",
       " ('ausgleichszahlung', 6),\n",
       " ('gesetzgebung', 6),\n",
       " ('vertragsinhaber', 6),\n",
       " ('element', 6),\n",
       " ('ausfallrisiko', 6),\n",
       " ('price', 6),\n",
       " ('gewinnbringend', 6),\n",
       " ('erworben', 6),\n",
       " ('eigenständige', 6),\n",
       " ('brief_faxen', 6),\n",
       " ('keyplan-konto', 6),\n",
       " ('enabled', 6),\n",
       " ('usd', 6),\n",
       " ('struktur', 6),\n",
       " ('zusammensetzen', 6),\n",
       " ('abcdefghijklmnopqrstuvwxyz', 6),\n",
       " ('zugangspasswort', 6),\n",
       " ('abonnement', 6),\n",
       " ('stern', 6),\n",
       " ('halbjährlich', 6),\n",
       " ('wertstellungsdatum', 6),\n",
       " ('zugewiesen', 6),\n",
       " ('inhaberschuldverschreibung', 6),\n",
       " ('unterrichten', 6),\n",
       " ('aufgenommen', 6),\n",
       " ('alleinzeichnungsberechtigung', 6),\n",
       " ('-gruppe', 6),\n",
       " ('kirchensteuermerkmal', 6),\n",
       " ('und-konto', 6),\n",
       " ('makler', 6),\n",
       " ('heraussuchen', 6),\n",
       " ('solide', 6),\n",
       " ('checklisten', 6),\n",
       " ('rechtssicherheit', 6),\n",
       " ('postid', 6),\n",
       " ('cashpool', 6),\n",
       " ('sicherheitseinstellungen', 6),\n",
       " ('script', 6),\n",
       " ('erneuerbare', 6),\n",
       " ('zahlungsgarantie', 6),\n",
       " ('banksparplan', 6),\n",
       " ('herausfiltern', 6),\n",
       " ('verletzen', 6),\n",
       " ('photovoltaik-finanzierung', 6),\n",
       " ('kinderzulage', 6),\n",
       " ('kündigungsdiskont', 6),\n",
       " ('sicherheitsniveau', 6),\n",
       " ('resultieren', 6),\n",
       " ('kreditkosten', 6),\n",
       " ('fahrzeugbrief', 6),\n",
       " ('zurückbezahlt', 6),\n",
       " ('bankwechsel', 6),\n",
       " ('eigenleistungen', 6),\n",
       " ('gesellschaftlich', 6),\n",
       " ('kontaktlos-zeichen', 6),\n",
       " ('online-transaktion', 6),\n",
       " ('finden_iban', 6),\n",
       " ('abgerechnet', 6),\n",
       " ('innovativ', 6),\n",
       " ('girocard_electronic', 6),\n",
       " ('o.', 6),\n",
       " ('außerplanmäßig', 6),\n",
       " ('sorgfaltspflicht', 6),\n",
       " ('teilungserklärung', 6),\n",
       " ('sicherungspflichtige', 6),\n",
       " ('bankomatkarte', 6),\n",
       " ('banköffnungszeiten', 6),\n",
       " ('finanzamtszahlung', 6),\n",
       " ('-filiale', 6),\n",
       " ('vierstellige', 6),\n",
       " ('kreditkarten-jahresumsatz', 6),\n",
       " ('verfügername', 6),\n",
       " ('fingerabdruckscan', 6),\n",
       " ('sofortumrechnung', 6),\n",
       " ('servicenetz', 6),\n",
       " ('vermögensaufstellung', 6),\n",
       " ('session-tan', 6),\n",
       " ('betreff', 6),\n",
       " ('tan-blocks', 6),\n",
       " ('versandt', 6),\n",
       " ('mitlesen', 6),\n",
       " ('websites', 6),\n",
       " ('rechtswidrig', 6),\n",
       " ('prozentpunkten', 6),\n",
       " ('n26', 6),\n",
       " ('gbi', 6),\n",
       " ('zweigstelle', 6),\n",
       " ('didibank-konto', 6),\n",
       " ('iban-nummer', 6),\n",
       " ('ersatzsteuerbescheinigung', 6),\n",
       " ('consumer', 6),\n",
       " ('8:30', 6),\n",
       " ('online-classic-karte', 6),\n",
       " ('wertpapierbetreuung', 6),\n",
       " ('festgeldanteil', 6),\n",
       " ('kartensparbuch', 6),\n",
       " ('marktinformationen', 6),\n",
       " ('vorderseite', 6),\n",
       " ('de-mail-konto', 6),\n",
       " ('verzeichnisdienst', 6),\n",
       " ('dynamisch', 6),\n",
       " ('finale', 6),\n",
       " ('acquirer', 6),\n",
       " ('konditionenanfrage', 6),\n",
       " ('niedrigzins-garantie', 6),\n",
       " ('bluetoothtan-verfahren', 6),\n",
       " ('-passwort', 6),\n",
       " ('secure-prüfung', 6),\n",
       " ('umfänglich', 6),\n",
       " ('abgedeckt', 6),\n",
       " ('unfreiwillig', 6),\n",
       " ('drittanbieter-programme', 6),\n",
       " ('ai', 6),\n",
       " ('mikrofinanzfonds', 6),\n",
       " ('genossenschaft', 6),\n",
       " ('mitgliedschaftsanteil', 6),\n",
       " ('kids-kontos', 6),\n",
       " ('disporahmen', 6),\n",
       " ('vorgestellt', 6),\n",
       " ('vertreterversammlung', 6),\n",
       " ('vr-securesign-app', 6)]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cw_s[4000:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[('verified_by_visa_mastercard', 0.9623682498931885),\n",
       " ('3d_secure', 0.9589182138442993),\n",
       " ('verified_by_visa', 0.9545369744300842),\n",
       " ('online-händler', 0.9542755484580994),\n",
       " ('mastercard_securecode', 0.9463856816291809),\n",
       " ('online-einkauf', 0.9427329897880554),\n",
       " ('®_securecode_™', 0.9395281076431274),\n",
       " ('3d_secure_verfahren', 0.9291867613792419),\n",
       " ('mastercard_®_securecodetm', 0.9206363558769226),\n",
       " ('einkaufen', 0.9176183342933655),\n",
       " ('mastercard_®', 0.9140607118606567),\n",
       " ('weiß', 0.9124432802200317),\n",
       " ('mastercard_®_securecode_™', 0.905556321144104),\n",
       " ('secure-verfahren', 0.9038366675376892),\n",
       " ('ausstellend_bank', 0.9032996296882629),\n",
       " ('secure', 0.9026792645454407),\n",
       " ('einkauf_internet', 0.9017922878265381),\n",
       " ('teilnehmend_händler', 0.8986119031906128),\n",
       " ('verified_by', 0.8970168828964233),\n",
       " ('secure-prüfung', 0.8960543870925903),\n",
       " ('teilnehmen', 0.8946084976196289),\n",
       " ('bezahlvorgang', 0.8918360471725464),\n",
       " ('gestohlen', 0.8837912082672119),\n",
       " ('online-shops', 0.8795762062072754),\n",
       " ('kreditkarteninhaber', 0.878532886505127),\n",
       " ('kartenmissbrauch', 0.8777549862861633),\n",
       " ('internet-händler', 0.8739966154098511),\n",
       " ('zahlungsarten', 0.8721286654472351),\n",
       " ('3d', 0.8698917031288147),\n",
       " ('virtuelle', 0.8639299273490906),\n",
       " ('kreditkartenzahlung_internet', 0.8635998368263245),\n",
       " ('besitz', 0.8619182705879211),\n",
       " ('kreditkartenzahlung', 0.8614621162414551),\n",
       " ('hohe', 0.8606098890304565),\n",
       " ('zahlungsvorgang', 0.8575593829154968),\n",
       " ('sicherheitscode', 0.857288122177124),\n",
       " ('ausstatten', 0.8566939234733582),\n",
       " ('vergewissern', 0.8564778566360474),\n",
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       " ('auslese', 0.8182065486907959),\n",
       " ('sms-service', 0.8177478909492493),\n",
       " ('kontaktlos-funktion', 0.8176698684692383),\n",
       " ('kontaktlos_didibank_kreditkarte', 0.8157883882522583),\n",
       " ('bezahlung', 0.814128577709198),\n",
       " ('sicherheitsstandard', 0.8138566017150879),\n",
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       " ('girocard_kontaktlos', 0.8119818568229675),\n",
       " ('auslesen', 0.8116582036018372),\n",
       " ('smart', 0.8114199042320251),\n",
       " ('securecode', 0.8110864162445068),\n",
       " ('betrügerisch', 0.8089504241943359),\n",
       " ('kartendaten', 0.8083662986755371),\n",
       " ('masterpass', 0.8080946207046509),\n",
       " ('händler', 0.8069894313812256),\n",
       " ('bemerken', 0.8059807419776917),\n",
       " ('deutsche_kreditwirtschaft', 0.8043931126594543),\n",
       " ('systemanforderungen', 0.8042275905609131),\n",
       " ('eingabefenster', 0.8013991117477417),\n",
       " ('skimming', 0.8009371161460876),\n",
       " ('akzeptanz', 0.8006788492202759),\n",
       " ('®', 0.7996042370796204),\n",
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       " ('rechtmäßig_karteninhaber', 0.7956302762031555),\n",
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       " ('eingabe_pin', 0.794498860836029),\n",
       " ('unterbinden', 0.793994128704071),\n",
       " ('personalisieren', 0.7939847111701965),\n",
       " ('kontaktlos_bezahlen_didibank_kreditkarte', 0.7939572930335999),\n",
       " ('pos', 0.7915403246879578),\n",
       " ('online-shop', 0.7911972403526306),\n",
       " ('betrag_€', 0.7899124026298523),\n",
       " ('transaction', 0.7889549732208252),\n",
       " ('logo', 0.7871737480163574),\n",
       " ('3d_secure-code', 0.7868762612342834),\n",
       " ('komfortabel', 0.7851024866104126),\n",
       " ('kontaktlos_zahlung', 0.7840270400047302),\n",
       " ('optische', 0.7834475636482239)]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.most_similar('3d-secure',topn=100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[('tätig', 0.8443900942802429),\n",
       " ('ausfahren', 0.8292133212089539),\n",
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       " ('euro-überweisung', 0.7150305509567261),\n",
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       " ('begünstigte', 0.6999611854553223),\n",
       " ('dauerauftrag', 0.699099600315094),\n",
       " ('tan-pflichtig', 0.6989842057228088),\n",
       " ('lastschriftverfahren', 0.698435366153717),\n",
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       " ('online-überweisung', 0.692857027053833),\n",
       " ('auslandszahlung', 0.6847000122070312),\n",
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       " ('erfassen', 0.6688433289527893),\n",
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       " ('kontoumsatz', 0.6011459827423096),\n",
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       " ('einzahlung', 0.5952325463294983),\n",
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       " ('terminieren', 0.5887253880500793),\n",
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       " ('per_telefon-banking', 0.5867505669593811),\n",
       " ('finanzamtszahlung', 0.5865498781204224),\n",
       " ('referenzkonto', 0.5858830213546753),\n",
       " ('zahlungsempfänger', 0.5850166082382202),\n",
       " ('legitimiert', 0.5847272872924805),\n",
       " ('kontenübersicht', 0.5836660265922546),\n",
       " ('freigeben', 0.5751739740371704),\n",
       " ('zahlungsdienstleister', 0.5736901760101318),\n",
       " ('wohnen', 0.5703576803207397),\n",
       " ('vornehm', 0.5690599083900452),\n",
       " ('vorgemerkt', 0.5673326253890991),\n",
       " ('auslandsverkehr', 0.565927267074585),\n",
       " ('kontodeckung', 0.5654747486114502),\n",
       " ('überweisungsmaske', 0.5652974843978882)]"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "source": [
    "model.most_similar('überweisung',topn=100)"
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  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[('zinskondition', 0.9489384293556213),\n",
       " ('prinzipiell', 0.9455997943878174),\n",
       " ('altersvorsorge', 0.9372355937957764),\n",
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       " ('bonitätsunabhängig', 0.9317144155502319),\n",
       " ('annuitätendarlehen', 0.9316436648368835),\n",
       " ('modernisierungskredit', 0.9314104914665222),\n",
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       " ('baugeld', 0.929007351398468),\n",
       " ('umschuldungskredit', 0.9282428622245789),\n",
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       " ('immobiliendarlehen', 0.9251161217689514),\n",
       " ('anfänglich', 0.9223884344100952),\n",
       " ('niedrig_zins', 0.9223772287368774),\n",
       " ('rücklagen', 0.9223592877388),\n",
       " ('check24', 0.9218886494636536),\n",
       " ('gespräch', 0.9168509840965271),\n",
       " ('kredit_vorzeitig', 0.9168390035629272),\n",
       " ('umschulden', 0.9166879653930664),\n",
       " ('komplex', 0.9165582656860352),\n",
       " ('heutzutage', 0.9151136875152588),\n",
       " ('anzinsen', 0.9129102230072021),\n",
       " ('finanzierungspartner', 0.910227358341217),\n",
       " ('nachfinanzierung', 0.9101169109344482),\n",
       " ('kreditart', 0.9085409641265869),\n",
       " ('kalkulieren', 0.9081563353538513),\n",
       " ('phase', 0.9078041315078735),\n",
       " ('mittel', 0.9073712825775146),\n",
       " ('zusammenfassen', 0.9068095684051514),\n",
       " ('kredit_zurückzahlen', 0.9065263867378235),\n",
       " ('geplant', 0.905256986618042),\n",
       " ('inflation', 0.9045718312263489),\n",
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       " ('eigenleistungen', 0.9034993648529053),\n",
       " ('fairbraucherkredit', 0.9028137922286987),\n",
       " ('kreditablösung', 0.9019705653190613),\n",
       " ('nachrangdarlehen', 0.9018487930297852),\n",
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       " ('abbezahlen', 0.8979877233505249),\n",
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       " ('privatkredit', 0.8948960900306702),\n",
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       " ('nachrangfinanzierung', 0.8937783241271973),\n",
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       " ('kreditsicherheiten', 0.889800488948822),\n",
       " ('einbeziehen', 0.8897992372512817),\n",
       " ('sollzinsbindung', 0.8891136050224304),\n",
       " ('umschuldung', 0.889028012752533),\n",
       " ('unvorhergesehen', 0.8886951208114624),\n",
       " ('bausparen', 0.8883501291275024),\n",
       " ('kalkulation', 0.8877376914024353),\n",
       " ('senken', 0.8875463008880615),\n",
       " ('darlehensgeber', 0.8865278959274292),\n",
       " ('ökokredit', 0.8864515423774719),\n",
       " ('solaranlage', 0.8860755562782288),\n",
       " ('einerseits', 0.8858129382133484),\n",
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       " ('zinsgünstig', 0.8850553035736084),\n",
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       " ('forward-darlehen', 0.8816808462142944),\n",
       " ('haushaltsrechner', 0.881587564945221),\n",
       " ('abstimmen', 0.8814196586608887),\n",
       " ('schauen', 0.881339430809021),\n",
       " ('verstecken', 0.8806458711624146),\n",
       " ('vorzeitig_zurückzahlen', 0.8804224729537964),\n",
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       " ('empfehlenswert', 0.8801828622817993),\n",
       " ('vorsorgen', 0.8792874217033386),\n",
       " ('behalten', 0.8789779543876648),\n",
       " ('kreditgeschäft', 0.8789355754852295)]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "model.most_similar('baukredit',topn=100)"
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  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[('immobilienfinanzierung', 0.971439003944397),\n",
       " ('finanzierung', 0.958290696144104),\n",
       " ('umschuldungskredit', 0.937839925289154),\n",
       " ('chance', 0.9346286654472351),\n",
       " ('modernisierung', 0.9316597580909729),\n",
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       " ('forward-darlehen', 0.9287327527999878),\n",
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       " ('darlehenszins', 0.9179896116256714),\n",
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       " ('bonitätsabhängig', 0.9133807420730591),\n",
       " ('bauherr', 0.9125275611877441),\n",
       " ('nämlich', 0.9120173454284668),\n",
       " ('objekt', 0.9110427498817444),\n",
       " ('ratenkredit', 0.9088548421859741),\n",
       " ('gut', 0.9080672264099121),\n",
       " ('vollfinanzierung', 0.9080570936203003),\n",
       " ('baudarlehen', 0.9062328338623047),\n",
       " ('eigenkapital', 0.906121015548706),\n",
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       " ('kreditart', 0.904090166091919),\n",
       " ('immobiliendarlehen', 0.9040206074714661),\n",
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       " ('kreditgeber', 0.9010797739028931),\n",
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       " ('umschulden', 0.8923566937446594),\n",
       " ('sprechen', 0.8898874521255493),\n",
       " ('privatkredit', 0.8898283243179321),\n",
       " ('ökokredit', 0.8891911506652832),\n",
       " ('kfw', 0.888927698135376),\n",
       " ('nachrangfinanzierung', 0.8882564306259155),\n",
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       " ('kreditvergleich', 0.8872318267822266),\n",
       " ('faktor', 0.8836476802825928),\n",
       " ('baukredit', 0.8832541108131409),\n",
       " ('kreditzins', 0.8818525075912476),\n",
       " ('langfristig', 0.881656289100647),\n",
       " ('energie', 0.8793041110038757),\n",
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       " ('orientieren', 0.8779613971710205),\n",
       " ('eigenkapitalanteil', 0.8766723871231079),\n",
       " ('zweckgebunden', 0.8751100897789001),\n",
       " ('ratenhöhe', 0.8738566637039185),\n",
       " ('optimal', 0.8736375570297241),\n",
       " ('gewerblich', 0.8736284971237183),\n",
       " ('kreditnehmer', 0.8730828166007996),\n",
       " ('phase', 0.872660756111145),\n",
       " ('finanziell', 0.8725441098213196),\n",
       " ('zinsbindung', 0.8724395036697388),\n",
       " ('anfänglich', 0.8719963431358337),\n",
       " ('nachfinanzierung', 0.8707079291343689),\n",
       " ('komplex', 0.8697752952575684),\n",
       " ('fördern', 0.8686214089393616),\n",
       " ('förderung', 0.8685046434402466),\n",
       " ('prinzipiell', 0.8681679368019104),\n",
       " ('sinnvoll', 0.8681092262268066),\n",
       " ('einfließen', 0.867570161819458),\n",
       " ('darlehen', 0.867381751537323),\n",
       " ('experte', 0.8670920133590698),\n",
       " ('günstige', 0.8664658665657043),\n",
       " ('förderprogramm', 0.8654000163078308),\n",
       " ('kredit_zurückzahlen', 0.8642943501472473),\n",
       " ('gesamtkosten', 0.8640003800392151),\n",
       " ('solaranlage', 0.8636701703071594),\n",
       " ('haushaltsrechner', 0.8626555800437927),\n",
       " ('immobilie', 0.8610723614692688),\n",
       " ('zinskondition', 0.8610358238220215),\n",
       " ('nachrangdarlehen', 0.8609350919723511),\n",
       " ('effektivzins', 0.8607028126716614),\n",
       " ('restschuldversicherung', 0.8585277199745178),\n",
       " ('beleihungsauslauf', 0.858512818813324),\n",
       " ('disagio', 0.8577452898025513),\n",
       " ('restkreditversicherung', 0.857140839099884),\n",
       " ('zinsniveau', 0.8571194410324097),\n",
       " ('konkret', 0.8561632633209229),\n",
       " ('zinskosten', 0.8560870885848999),\n",
       " ('effektivzinssatz', 0.8556171655654907),\n",
       " ('baugeld', 0.8553619980812073),\n",
       " ('fahrzeug', 0.8552712202072144),\n",
       " ('eigenheim', 0.85489422082901),\n",
       " ('ausfallen', 0.8540740013122559),\n",
       " ('sollzinsbindung', 0.8539664149284363),\n",
       " ('bonität', 0.853003978729248)]"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.most_similar('baufinanzierung',topn=100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[('gespeichert_datum', 0.9202921986579895),\n",
       " ('negative', 0.9144931435585022),\n",
       " ('negativmerkmal', 0.8864301443099976),\n",
       " ('kreditsicherung', 0.8858761191368103),\n",
       " ('vertragspartner', 0.8801338076591492),\n",
       " ('einholen', 0.8780588507652283),\n",
       " ('schutzgemeinschaft', 0.8768997192382812),\n",
       " ('schufa-auskunft', 0.8733083605766296),\n",
       " ('auskunftei', 0.8705417513847351),\n",
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       " ('kreditwürdigkeit', 0.7830432057380676),\n",
       " ('holding', 0.7754167914390564),\n",
       " ('geschäftsbeziehung', 0.775157630443573),\n",
       " ('infoscore', 0.7742581963539124),\n",
       " ('sachverhalt', 0.7590663433074951),\n",
       " ('vermögensauskunft', 0.7583639621734619),\n",
       " ('kreditvergabe', 0.758235514163971),\n",
       " ('anfragen', 0.7536452412605286),\n",
       " ('konditionenanfrage', 0.7536330223083496),\n",
       " ('kreditantrag', 0.7467186450958252),\n",
       " ('kreditaufnahme', 0.7458537817001343),\n",
       " ('eintragen', 0.742863118648529),\n",
       " ('stammen', 0.741672158241272),\n",
       " ('ablehnung', 0.7409831881523132),\n",
       " ('schufa-bonitätsauskunft', 0.739379346370697),\n",
       " ('antragsteller', 0.7387019395828247),\n",
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       " ('fordern', 0.6593649387359619),\n",
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       " ('unterzeichnung', 0.6427145600318909),\n",
       " ('konkret', 0.6420565843582153),\n",
       " ('personenbezogen_datum', 0.6408976316452026),\n",
       " ('gesetzlich_verpflichten', 0.6383643746376038),\n",
       " ('zahlungsfähigkeit', 0.6367672681808472),\n",
       " ('verzeichnisdienst', 0.6360652446746826),\n",
       " ('schuldnerberatung', 0.6348229646682739),\n",
       " ('ähnlich', 0.6338254809379578),\n",
       " ('servicecenter', 0.6336058378219604),\n",
       " ('webid', 0.6334019899368286),\n",
       " ('gehaltsabrechnung', 0.6321048736572266)]"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
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   "source": [
    "model.most_similar('schufa',topn=100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[('kontaktlosfunktion', 0.826587975025177),\n",
       " ('prepaid', 0.8078792691230774),\n",
       " ('prepaid-karte', 0.7971642017364502),\n",
       " ('kreditkartenanbieter', 0.7710590362548828),\n",
       " ('paylife', 0.7685448527336121),\n",
       " ('visa_card', 0.7661882638931274),\n",
       " ('jahresgebühr', 0.7355388402938843),\n",
       " ('classic', 0.7348995208740234),\n",
       " ('verlust_diebstahl', 0.7347924709320068),\n",
       " ('mastercard', 0.732151985168457),\n",
       " ('ausstellung', 0.7301595211029053),\n",
       " ('didibank_kreditkarte', 0.7259026169776917),\n",
       " ('einkaufen', 0.7208762168884277),\n",
       " ('akzeptanz', 0.7155913710594177),\n",
       " ('virtuelle', 0.7148870229721069),\n",
       " ('einkauf_internet', 0.7049306035041809),\n",
       " ('ersatzkarte', 0.7029019594192505),\n",
       " ('karte', 0.7020751237869263),\n",
       " ('visa_mastercard', 0.7015750408172607),\n",
       " ('genialcard', 0.6992005705833435),\n",
       " ('visa', 0.6976915001869202),\n",
       " ('mastercard_karten', 0.6975114345550537),\n",
       " ('visacard', 0.6972188949584961),\n",
       " ('partnerkarte', 0.6956258416175842),\n",
       " ('verified_by_visa', 0.6941602230072021),\n",
       " ('ec', 0.6869655251502991),\n",
       " ('american_express', 0.6847035884857178),\n",
       " ('mastercard_®', 0.6836272478103638),\n",
       " ('restaurant', 0.6825618147850037),\n",
       " ('ausstatten', 0.6783412098884583),\n",
       " ('bonität_voraussetzen', 0.6774510145187378),\n",
       " ('aufladung', 0.6736569404602051),\n",
       " ('card', 0.6735799908638),\n",
       " ('teilzahlungsfunktion', 0.6683507561683655),\n",
       " ('maestro-bankomatkarte', 0.6658547520637512),\n",
       " ('goldcard', 0.6643677949905396),\n",
       " ('ausgabe', 0.6637288928031921),\n",
       " ('zusatzkarte', 0.6636679768562317),\n",
       " ('regulär', 0.6624100208282471),\n",
       " ('bankomatkarte', 0.6609476804733276),\n",
       " ('maestro', 0.6590556502342224),\n",
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       " ('aufladen', 0.6522300839424133),\n",
       " ('portemonnaie', 0.650415301322937),\n",
       " ('ec-karte', 0.6456952691078186),\n",
       " ('3d_secure', 0.6429232358932495),\n",
       " ('gold-karte', 0.6425611972808838),\n",
       " ('prepaid-kreditkarte', 0.6410250067710876),\n",
       " ('paypass', 0.640154242515564),\n",
       " ('kontaktlos-zeichen', 0.6381021738052368),\n",
       " ('gold', 0.6348515748977661),\n",
       " ('3d-secure', 0.6335210800170898),\n",
       " ('debit', 0.6320382356643677),\n",
       " ('secure-verfahren', 0.6304128766059875),\n",
       " ('versicherungsleistung', 0.6288208961486816),\n",
       " ('servicecard', 0.6275373697280884),\n",
       " ('mehrmals', 0.625037670135498),\n",
       " ('reise', 0.6235598921775818),\n",
       " ('akzeptieren', 0.6200515031814575),\n",
       " ('mobil_bezahlen', 0.6182743906974792),\n",
       " ('attraktiv_kondition', 0.6148580312728882),\n",
       " ('registrieren', 0.6143368482589722),\n",
       " ('germany', 0.6113081574440002),\n",
       " ('verfügungsrahmen', 0.6111770272254944),\n",
       " ('gestohlen', 0.6085394620895386),\n",
       " ('kleingeld', 0.6078905463218689),\n",
       " ('geschenkkarte', 0.6069557666778564),\n",
       " ('bankkarte', 0.6069323420524597),\n",
       " ('kontaktlos_didibank_kreditkarte', 0.6053227186203003),\n",
       " ('folgekarte', 0.6046687960624695),\n",
       " ('supermarkt', 0.6045203804969788),\n",
       " ('überall', 0.6033783555030823),\n",
       " ('3d_secure_verfahren', 0.6030170321464539),\n",
       " ('genießen', 0.6014966368675232),\n",
       " ('akzeptanzstellen', 0.6008195877075195),\n",
       " ('einkauf', 0.6003559231758118),\n",
       " ('premium-karte', 0.5999521613121033),\n",
       " ('online-händler', 0.5988986492156982),\n",
       " ('beschädigen', 0.5981611609458923),\n",
       " ('kreditrahmen', 0.5947012901306152),\n",
       " ('teilnehmen', 0.5913655757904053),\n",
       " ('girocard', 0.5912125110626221),\n",
       " ('25,–_eur', 0.5900705456733704),\n",
       " ('bonuspunkte', 0.5897136926651001),\n",
       " ('hotel', 0.5896682739257812),\n",
       " ('tankstelle', 0.5894706845283508),\n",
       " ('kontaktlos_bezahlen_didibank_kreditkarte', 0.588565468788147),\n",
       " ('sms-service', 0.5876516103744507),\n",
       " ('didi_smartcard', 0.5863741636276245),\n",
       " ('rechnungsbeträge', 0.5852597951889038),\n",
       " ('kontaktlos-funktion', 0.5844096541404724),\n",
       " ('motiv-karte', 0.5842553973197937),\n",
       " ('autorisierungen', 0.5832762718200684),\n",
       " ('kartenumsatz', 0.5826165676116943),\n",
       " ('mastercard_securecode', 0.5793035626411438),\n",
       " ('online-classic-karte', 0.5790754556655884),\n",
       " ('student', 0.578342616558075),\n",
       " ('bekomme', 0.5780882239341736),\n",
       " ('sperren_lassen', 0.5779248476028442),\n",
       " ('bemerken', 0.5778976082801819)]"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "model.most_similar('kreditkarte',topn=100)"
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  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    },
    {
     "data": {
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       " ('finanzamt_abführen', 0.6418340802192688),\n",
       " ('wirkung', 0.641157865524292),\n",
       " ('schwäbisch', 0.6410813927650452),\n",
       " ('auflösen', 0.6399522423744202),\n",
       " ('finanzamt', 0.6397437453269958),\n",
       " ('auftragserteilung', 0.6384783983230591),\n",
       " ('besteuern', 0.6372829079627991),\n",
       " ('einzelkonto', 0.6353558897972107),\n",
       " ('steuerfrei', 0.6349102854728699),\n",
       " ('einbehalten', 0.634820282459259),\n",
       " ('zeile', 0.6345421075820923),\n",
       " ('original', 0.6344835758209229),\n",
       " ('steuerpflichtige', 0.6338549852371216),\n",
       " ('formlos', 0.6334232687950134)]"
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     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "source": [
    "model.most_similar('freistellungsauftrag',topn=100)"
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  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    },
    {
     "data": {
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       "[('renovierung', 0.9611024856567383),\n",
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       " ('festschreiben', 0.8804378509521484),\n",
       " ('marktzins', 0.879753053188324)]"
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     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "model.most_similar('eigenkapital',topn=100)"
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  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[('kaufen_verkaufen', 0.9082290530204773),\n",
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       " ('tabelle', 0.6344003081321716),\n",
       " ('didivermögen', 0.6326469779014587),\n",
       " ('einzeln', 0.6288150548934937),\n",
       " ('ausgabeaufschlag', 0.6288086175918579),\n",
       " ('aktionär', 0.6268823146820068)]"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "model.most_similar('wertpapier',topn=100)"
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  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[('geschäftlich', 0.9038040041923523),\n",
       " ('privatkonto', 0.8708676695823669),\n",
       " ('führung', 0.8705708980560303),\n",
       " ('onlinebank', 0.8665254712104797),\n",
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       " ('mikrokonto', 0.7615131735801697),\n",
       " ('guthabenbereich', 0.7601398825645447),\n",
       " ('online-banken', 0.7532356381416321),\n",
       " ('privat', 0.7448816299438477),\n",
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       " ('disporahmen', 0.7320358753204346),\n",
       " ('geschäftskunde', 0.7318278551101685),\n",
       " ('basisgirokonto', 0.7293491363525391),\n",
       " ('hausbank', 0.7270647287368774),\n",
       " ('geschäftskonto_eröffnen', 0.7233572602272034),\n",
       " ('zahlungsverkehr', 0.7076947689056396),\n",
       " ('angehen', 0.7070755958557129),\n",
       " ('top-girokonto', 0.7052356600761414),\n",
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       " ('vorteil_bieten', 0.6896114945411682),\n",
       " ('direktbank', 0.6864422559738159),\n",
       " ('geschäftskredit', 0.6850055456161499),\n",
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       " ('finanz', 0.6762409806251526),\n",
       " ('privateperson', 0.6751598119735718),\n",
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       " ('wirtschaftlich_interesse', 0.6658607721328735),\n",
       " ('auszubildende', 0.664203405380249),\n",
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       " ('pfändungsschutzkonto', 0.6622042655944824),\n",
       " ('normal', 0.6621236801147461),\n",
       " ('gemeinschaft', 0.660802960395813),\n",
       " ('konto_eröffnen', 0.6604697704315186),\n",
       " ('tageskonto', 0.6598368883132935),\n",
       " ('gewerblich', 0.6581395268440247),\n",
       " ('warentest', 0.6575700640678406),\n",
       " ('didiinvestor_depot', 0.6529445052146912),\n",
       " ('banken', 0.648309051990509),\n",
       " ('überziehen', 0.6468507647514343),\n",
       " ('vorteilskonto', 0.6466680765151978),\n",
       " ('überziehungszinsen', 0.6460047364234924),\n",
       " ('firmenkunde', 0.6454319953918457),\n",
       " ('zahlungskonto', 0.64353346824646),\n",
       " ('onlinekonto', 0.6418758034706116),\n",
       " ('klassisch', 0.6404884457588196),\n",
       " ('vielfach', 0.640089750289917),\n",
       " ('dienstleistung', 0.6398146152496338),\n",
       " ('jugend', 0.6396181583404541),\n",
       " ('rasch', 0.6395202875137329),\n",
       " ('völlig', 0.6361186504364014),\n",
       " ('starter-konto', 0.6345441937446594),\n",
       " ('einräumen', 0.6330019235610962),\n",
       " ('kooperationspartner', 0.6308779716491699),\n",
       " ('bekomme', 0.6284517049789429),\n",
       " ('unkompliziert', 0.627998411655426),\n",
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       " ('deines', 0.6268423795700073),\n",
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       " ('existenzgründer', 0.6247960925102234),\n",
       " ('bestandskunde', 0.6220600605010986),\n",
       " ('personengesellschaften', 0.6210432052612305),\n",
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       " ('leistung', 0.619531512260437),\n",
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       " ('anbietet', 0.6170462369918823),\n",
       " ('gründung', 0.6160742044448853),\n",
       " ('branche', 0.614582359790802),\n",
       " ('mal', 0.6131302714347839),\n",
       " ('privatkunde_geschäftskunde', 0.6122368574142456),\n",
       " ('kostengünstig', 0.6117575168609619),\n",
       " ('einrichtung', 0.6089683175086975),\n",
       " ('heutzutage', 0.6089352369308472),\n",
       " ('zinskonto', 0.608625054359436),\n",
       " ('brauchen', 0.6079884171485901),\n",
       " ('beispielsweise', 0.605930507183075),\n",
       " ('umwandlung', 0.605391263961792)]"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "source": [
    "model.most_similar('geschäftskonto',topn=100)"
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  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[('erteilung', 0.847212553024292),\n",
       " ('beauftragen', 0.8462490439414978),\n",
       " ('einzugsermächtigung', 0.8420073390007019),\n",
       " ('last', 0.7958056926727295),\n",
       " ('vollmacht', 0.7861492037773132),\n",
       " ('fsa', 0.7852827906608582),\n",
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       " ('scheck', 0.6424877643585205)]"
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     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "model.most_similar('erteilen',topn=100)"
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  {
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   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
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     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
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       " ('grenzüberschreitend', 0.6308661103248596)]"
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     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "model.most_similar('lastschrift',topn=100)"
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  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
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     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
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     "data": {
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       " ('ethisch', 0.4679384231567383)]"
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     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "model.most_similar('bank',topn=100)"
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  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
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     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    },
    {
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       " ('sgb', 0.8427972197532654),\n",
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       " ('vertreterversammlung', 0.8341850638389587),\n",
       " ('kirche', 0.8339550495147705),\n",
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       " ('erzielen', 0.8331250548362732),\n",
       " ('ledige', 0.8319380283355713),\n",
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       " ('grenzen', 0.831122875213623),\n",
       " ('abs.', 0.8307648301124573),\n",
       " ('ausmachen', 0.8302074670791626),\n",
       " ('steuerlich', 0.8302046656608582),\n",
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       " ('erwirtschaften', 0.8297509551048279),\n",
       " ('sparer-pauschbetrag', 0.8293059468269348),\n",
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       " ('anlagefonds', 0.8255520462989807),\n",
       " ('verteilen', 0.8251960277557373),\n",
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       " ('nebenkosten', 0.8235031366348267),\n",
       " ('unwirksam', 0.823491096496582),\n",
       " ('zahlend', 0.8227259516716003),\n",
       " ('steuer', 0.8225604295730591),\n",
       " ('beleihung', 0.82137531042099),\n",
       " ('prozent', 0.8200852870941162),\n",
       " ('steuerabzug', 0.8195385932922363),\n",
       " ('anspruch_genommen', 0.8193138241767883),\n",
       " ('befreien', 0.8192641735076904),\n",
       " ('vl', 0.8189007639884949),\n",
       " ('verhältnis', 0.8187907338142395),\n",
       " ('anrechnen', 0.8174780607223511),\n",
       " ('darlehenshöhe', 0.8172963857650757),\n",
       " ('gewinn', 0.8170063495635986)]"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.most_similar('steuern',topn=100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[('pfändungsschutzkonto', 0.9429700970649719),\n",
       " ('pfändungsschutz', 0.938284158706665),\n",
       " ('pfändung', 0.9329043030738831),\n",
       " ('kontopfändung', 0.8881454467773438),\n",
       " ('p-konto_umwandeln', 0.8772304058074951),\n",
       " ('pfändungsfreibetrag', 0.8583066463470459),\n",
       " ('umwandlung', 0.8380416035652161),\n",
       " ('guthabenbasis', 0.8346570730209351),\n",
       " ('basisgirokonto', 0.8289980292320251),\n",
       " ('pfänden', 0.817897617816925),\n",
       " ('guthabenbereich', 0.8098077178001404),\n",
       " ('gepfändet', 0.7835251092910767),\n",
       " ('uneingeschränkt', 0.7800484895706177),\n",
       " ('führen', 0.7791910767555237),\n",
       " ('basiskonto', 0.7685863971710205),\n",
       " ('meinen', 0.7626900672912598),\n",
       " ('überziehen', 0.7574195861816406),\n",
       " ('freibetrag', 0.7524048686027527),\n",
       " ('geldeingang', 0.7438268065452576),\n",
       " ('einrichtung', 0.7398915886878967),\n",
       " ('bevollmächtigt', 0.7381713390350342),\n",
       " ('grundfreibetrag', 0.7358143329620361),\n",
       " ('eingang', 0.7265597581863403),\n",
       " ('lohnpfändung', 0.7193344235420227),\n",
       " ('geschützt', 0.7189669013023376),\n",
       " ('kontoguthaben', 0.7166813015937805),\n",
       " ('kontoinhaber', 0.714174211025238),\n",
       " ('gehaltskonto', 0.7024797201156616),\n",
       " ('sozialleistungen', 0.6921132206916809),\n",
       " ('kindergeld', 0.6912710070610046),\n",
       " ('unpfändbaren', 0.691129744052887),\n",
       " ('ausschließen', 0.6902175545692444),\n",
       " ('mikrokonto', 0.6860692501068115),\n",
       " ('fahren', 0.683268666267395),\n",
       " ('gläubiger', 0.6809206008911133),\n",
       " ('überziehung', 0.6804910898208618),\n",
       " ('führung', 0.6761165261268616),\n",
       " ('und-konto', 0.6750466823577881),\n",
       " ('einräumen', 0.6746647953987122),\n",
       " ('ehepaar', 0.6743701100349426),\n",
       " ('oder-konto', 0.6729077696800232),\n",
       " ('verfügungsberechtigung', 0.6696536540985107),\n",
       " ('greifen', 0.6686806678771973),\n",
       " ('berechtigen', 0.6660956144332886),\n",
       " ('geschäftlich', 0.6648724675178528),\n",
       " ('einzelunternehmer', 0.6647582650184631),\n",
       " ('handelt', 0.6643041372299194),\n",
       " ('gehalt', 0.6614656448364258),\n",
       " ('deines', 0.6606184840202332),\n",
       " ('schuldner', 0.6601696610450745),\n",
       " ('konto', 0.6580823659896851),\n",
       " ('befragen', 0.6550554037094116),\n",
       " ('entschädigen', 0.6545040607452393),\n",
       " ('geschäftsfähig', 0.6544273495674133),\n",
       " ('anerkennen', 0.6543596982955933),\n",
       " ('kontoüberziehung', 0.6536266803741455),\n",
       " ('girokonto', 0.6528248190879822),\n",
       " ('haushalt', 0.648922324180603),\n",
       " ('sicherungspflichtige', 0.6486161947250366),\n",
       " ('sorge', 0.6482979655265808),\n",
       " ('anspruch', 0.6482110023498535),\n",
       " ('prepaid-kreditkarte', 0.6457535028457642),\n",
       " ('gesetzliche', 0.6455358266830444),\n",
       " ('normal', 0.6397061944007874),\n",
       " ('angehen', 0.6389261484146118),\n",
       " ('insolvenzverfahren', 0.6386955976486206),\n",
       " ('disporahmen', 0.6381781101226807),\n",
       " ('volljährig', 0.6366661787033081),\n",
       " ('abstellen', 0.6335645318031311),\n",
       " ('bereithalten', 0.6333593130111694),\n",
       " ('kapitalgesellschaft', 0.6326425671577454),\n",
       " ('zwangsvollstreckung', 0.6311970353126526),\n",
       " ('pfändungsfreigrenze', 0.6295522451400757),\n",
       " ('vollstreckungsgericht', 0.6295174956321716),\n",
       " ('einrichten', 0.6294978260993958),\n",
       " ('zahlungskontengesetz', 0.6289429068565369),\n",
       " ('zahlungskonto', 0.6287457346916199),\n",
       " ('alleinige', 0.6283738017082214),\n",
       " ('dispokredit', 0.6278088092803955),\n",
       " ('voraussetzung', 0.627460241317749),\n",
       " ('einlage', 0.6267427206039429),\n",
       " ('privatkonto', 0.6266947984695435),\n",
       " ('personengesellschaften', 0.6259931921958923),\n",
       " ('pfändbar', 0.6247854232788086),\n",
       " ('eingeräumt_kontoüberziehung_dispo', 0.6247161626815796),\n",
       " ('gerichtlich', 0.6244056224822998),\n",
       " ('zahlungsverpflichtung', 0.6243904829025269),\n",
       " ('wirken', 0.6240764260292053),\n",
       " ('gedenken', 0.622864842414856),\n",
       " ('geldwäsche', 0.6227043867111206),\n",
       " ('kündigen', 0.6211652159690857),\n",
       " ('gemeinschaftskonto', 0.6199476718902588),\n",
       " ('sicherungsfall', 0.6197766661643982),\n",
       " ('arbeitnehmer', 0.6159039735794067),\n",
       " ('rechtsanspruch', 0.614350438117981),\n",
       " ('rahmen', 0.6135621070861816),\n",
       " ('verschulden', 0.6132194399833679),\n",
       " ('pro_person', 0.6123287677764893),\n",
       " ('alleine', 0.6117740869522095),\n",
       " ('aufgenommen', 0.6115022301673889)]"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.most_similar('p-konto',topn=100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[('darlehen', 0.8788995146751404),\n",
       " ('ablösen', 0.8765883445739746),\n",
       " ('autokredit', 0.8709723949432373),\n",
       " ('zusammenfassen', 0.8615108132362366),\n",
       " ('umschulden', 0.8598412871360779),\n",
       " ('bestehend_kredit', 0.8547689914703369),\n",
       " ('ratenkredit', 0.8534422516822815),\n",
       " ('kreditgeber', 0.8521398901939392),\n",
       " ('bewilligung', 0.8459740281105042),\n",
       " ('kreditnehmer', 0.8438720703125),\n",
       " ('bonität', 0.8407242894172668),\n",
       " ('umschuldung', 0.8303734660148621),\n",
       " ('bonitätsabhängig', 0.8264485597610474),\n",
       " ('direktkredit', 0.8225276470184326),\n",
       " ('zurückzahlen', 0.8132576942443848),\n",
       " ('chance', 0.8128271698951721),\n",
       " ('fahrzeugbrief', 0.8120297193527222),\n",
       " ('sofortzusage', 0.8118770718574524),\n",
       " ('ratenhöhe', 0.8048481941223145),\n",
       " ('kredit_vorzeitig', 0.8013959527015686),\n",
       " ('verhandeln', 0.7988673448562622),\n",
       " ('ablösung', 0.7972332239151001),\n",
       " ('tilgen', 0.7948868870735168),\n",
       " ('zurückerstatten', 0.7932800650596619),\n",
       " ('kreditvertrag', 0.7922759056091309),\n",
       " ('kredit_zurückzahlen', 0.7913966774940491),\n",
       " ('zurückbezahlt', 0.7910888195037842),\n",
       " ('online-autokredit', 0.7867894172668457),\n",
       " ('restschuldversicherung', 0.7843853235244751),\n",
       " ('bonitätsunabhängig', 0.7842684388160706),\n",
       " ('top-kredit', 0.7833406925201416),\n",
       " ('darlehensgeber', 0.7827166318893433),\n",
       " ('entscheiden', 0.7826019525527954),\n",
       " ('umschuldungskredit', 0.7820271849632263),\n",
       " ('kreditangebot', 0.7819308638572693),\n",
       " ('kredithöhe', 0.7805690169334412),\n",
       " ('entscheidung', 0.7799456715583801),\n",
       " ('meistens', 0.7769595384597778),\n",
       " ('anspruch_nehmen', 0.7768537998199463),\n",
       " ('kreditsumme', 0.7739323377609253),\n",
       " ('ökokredit', 0.773815393447876),\n",
       " ('dispositionskredit', 0.7735064625740051),\n",
       " ('rahmenkredit', 0.7726774215698242),\n",
       " ('effektivzinssatz', 0.7712238430976868),\n",
       " ('verzichten', 0.7700124979019165),\n",
       " ('kreditart', 0.7694548964500427),\n",
       " ('kreditbetrag', 0.7682825326919556),\n",
       " ('zusage', 0.7670356631278992),\n",
       " ('bürgschaft', 0.7622545957565308),\n",
       " ('vertragsabschluss', 0.7621328830718994),\n",
       " ('ausfällen', 0.76116544008255),\n",
       " ('bewilligen', 0.7609267234802246),\n",
       " ('niedrig_zins', 0.7600358724594116),\n",
       " ('vorfälligkeitsentschädigung', 0.7550871968269348),\n",
       " ('kurzfristig', 0.7533790469169617),\n",
       " ('rückzahlung_kredit', 0.7531410455703735),\n",
       " ('finanzierung', 0.7525461316108704),\n",
       " ('rechnen', 0.7525411248207092),\n",
       " ('rückführung', 0.7520979046821594),\n",
       " ('anschlussfinanzierung', 0.751908540725708),\n",
       " ('vorzeitige_rückzahlung', 0.75041663646698),\n",
       " ('restkreditversicherung', 0.7500900626182556),\n",
       " ('eigentlich', 0.7481852769851685),\n",
       " ('privatkredit', 0.7475228309631348),\n",
       " ('betriebsmittelkredit', 0.7464612722396851),\n",
       " ('kreditzusage', 0.746396541595459),\n",
       " ('voraussetzen', 0.7456104159355164),\n",
       " ('häufig', 0.7450663447380066),\n",
       " ('immobilienkredit', 0.7430227398872375),\n",
       " ('vorzeitige', 0.742928147315979),\n",
       " ('spielraum', 0.7421501278877258),\n",
       " ('nachfinanzierung', 0.7420948147773743),\n",
       " ('bemühen', 0.7410653829574585),\n",
       " ('mitunter', 0.7410386800765991),\n",
       " ('durchsetzen', 0.7405999302864075),\n",
       " ('kreditlinie', 0.7398772239685059),\n",
       " ('sinnvoll', 0.7398049235343933),\n",
       " ('baufinanzierung', 0.7390703558921814),\n",
       " ('nämlich', 0.7387831807136536),\n",
       " ('gut', 0.7379118204116821),\n",
       " ('dididispo', 0.7377195358276367),\n",
       " ('annuitätendarlehen', 0.7376993298530579),\n",
       " ('bearbeitungsgebühr', 0.7371190786361694),\n",
       " ('immobiliendarlehen', 0.7356081604957581),\n",
       " ('kreditentscheidung', 0.7315689325332642),\n",
       " ('verwerten', 0.7302632927894592),\n",
       " ('einräumen', 0.7284041047096252),\n",
       " ('währen', 0.7280134558677673),\n",
       " ('gewährt', 0.7269041538238525),\n",
       " ('lohnen', 0.7265299558639526),\n",
       " ('businessline', 0.7264652848243713),\n",
       " ('rentner', 0.7254349589347839),\n",
       " ('fahrzeug', 0.7254275679588318),\n",
       " ('abhängen', 0.7242147922515869),\n",
       " ('kreditvergleich', 0.7241480350494385),\n",
       " ('zinsbindungsfrist', 0.7239130139350891),\n",
       " ('ratsam', 0.7238728404045105),\n",
       " ('antragstellung', 0.7235612869262695),\n",
       " ('infrage', 0.7234073877334595),\n",
       " ('ausgleichen', 0.7232491374015808)]"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.most_similar('kredit',topn=100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[('sparbuch', 0.9622582197189331),\n",
       " ('anlagekonto', 0.8996381163597107),\n",
       " ('didi_tagesgeldkonto', 0.8985668420791626),\n",
       " ('umbuchen', 0.8879637122154236),\n",
       " ('tagesgeld', 0.8782129287719727),\n",
       " ('tagesgeldkonto', 0.8759195804595947),\n",
       " ('didisupersparkonto', 0.8753491044044495),\n",
       " ('festgeldkonto', 0.8680333495140076),\n",
       " ('tageskonto', 0.8575925230979919),\n",
       " ('umbuchung', 0.8554204106330872),\n",
       " ('didisparkonto', 0.8457406163215637),\n",
       " ('kreditkartenkonto', 0.8418382406234741),\n",
       " ('top-zinskonto', 0.8394882678985596),\n",
       " ('einzahlung', 0.8357006907463074),\n",
       " ('mindestanlagebetrag', 0.8356284499168396),\n",
       " ('didi-sparkonto', 0.8350773453712463),\n",
       " ('jugendtagesgeldkonto', 0.8340751528739929),\n",
       " ('zahlungsverkehrskonto', 0.8310285210609436),\n",
       " ('verrechnungskonto', 0.8295570015907288),\n",
       " ('tagesgeldkonto_eröffnen', 0.8257185816764832),\n",
       " ('überweisung_dauerauftrag', 0.8245928287506104),\n",
       " ('kombi', 0.8233368396759033),\n",
       " ('anlagebetrag', 0.820375919342041),\n",
       " ('kombigeld', 0.8197439908981323),\n",
       " ('netsp@r_konto', 0.8191516399383545),\n",
       " ('per_überweisung', 0.8162577152252197),\n",
       " ('täglich', 0.8136103749275208),\n",
       " ('sparbrief', 0.8131902813911438),\n",
       " ('festgeld', 0.8115639090538025),\n",
       " ('lautend', 0.8089118003845215),\n",
       " ('salden', 0.8041890859603882),\n",
       " ('orderkonto', 0.8008949756622314),\n",
       " ('deines', 0.7991091012954712),\n",
       " ('gegenkonto', 0.7987657785415649),\n",
       " ('einzahlen', 0.797569990158081),\n",
       " ('kontoführung', 0.7960827350616455),\n",
       " ('sparguthaben', 0.792522132396698),\n",
       " ('online-sparen', 0.7916330099105835),\n",
       " ('kündigungsfrist', 0.7914410829544067),\n",
       " ('geldanlagen', 0.7853140830993652),\n",
       " ('jugend', 0.7844454050064087),\n",
       " ('mindesteinlage', 0.7841460704803467),\n",
       " ('mehr', 0.7834845781326294),\n",
       " ('didi_bank_direkt', 0.7823243737220764),\n",
       " ('verzinsen', 0.7806883454322815),\n",
       " ('transferieren', 0.779547929763794),\n",
       " ('gutgeschrieben', 0.7773152589797974),\n",
       " ('bareinzahlung', 0.7764274477958679),\n",
       " ('didi_kids-konto', 0.7756661772727966),\n",
       " ('auflösen', 0.7748640775680542),\n",
       " ('erspartes', 0.7746829986572266),\n",
       " ('angegeben_referenzkonto', 0.7721386551856995),\n",
       " ('hauptkonto', 0.7709606885910034),\n",
       " ('online-festgeld', 0.7706639170646667),\n",
       " ('tagesgeldkonto_gutgeschrieben', 0.7619388699531555),\n",
       " ('tagesgeld_festgeld', 0.7578097581863403),\n",
       " ('fälligkeitstermin', 0.7574692964553833),\n",
       " ('gehaltseingang', 0.7566885352134705),\n",
       " ('einzelkonto', 0.7553072571754456),\n",
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       " ('einzahlung_auszahlung', 0.7514334321022034),\n",
       " ('unterkonto', 0.7475213408470154),\n",
       " ('vorteilskonto', 0.7472018599510193),\n",
       " ('gemeinschaftsdepot', 0.7468245029449463),\n",
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       " ('didisparkonto-', 0.7334616780281067),\n",
       " ('privatkonto', 0.7315406799316406),\n",
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       " ('festgeld-verrechnungskonto', 0.7284923791885376),\n",
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       " ('rendite_plus', 0.71894371509552),\n",
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       " ('aktuell_zinssatz', 0.710954487323761),\n",
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       " ('auszahlungskonto', 0.6991161704063416),\n",
       " ('sparprodukt', 0.697742760181427),\n",
       " ('jugendfestgeldkonto', 0.6963646411895752),\n",
       " ('anlegen', 0.6959209442138672)]"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "model.most_similar('sparkonto',topn=100)"
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  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
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    {
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       "[('gläubiger-identifikationsnummer', 0.9513790011405945),\n",
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       " ('kundennummer', 0.718201756477356),\n",
       " ('deutsche_post', 0.7175362706184387)]"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "model.most_similar('gläubiger-id',topn=100)"
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  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
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    },
    {
     "data": {
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       "[('digital', 0.8713932037353516),\n",
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       " ('photo', 0.6663106083869934)]"
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     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "model.most_similar('ebics',topn=100)"
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  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
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     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    },
    {
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       " ('pc_tablet_smartphone', 0.6257827877998352),\n",
       " ('reinersct', 0.6249400973320007),\n",
       " ('mybankingapp', 0.6243077516555786),\n",
       " ('pc', 0.623706042766571),\n",
       " ('mobiltelefon', 0.623634934425354),\n",
       " ('postident', 0.623445451259613),\n",
       " ('modern', 0.6232745051383972),\n",
       " ('generator', 0.6219937205314636),\n",
       " ('touch-id', 0.6201475858688354),\n",
       " ('ebics', 0.6197221279144287),\n",
       " ('itan_mtan', 0.6190713047981262),\n",
       " ('endgerät', 0.6189441084861755),\n",
       " ('smstan', 0.6184325814247131),\n",
       " ('nutzen', 0.6181690692901611)]"
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     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "model.most_similar('verfahren',topn=100)"
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  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    },
    {
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       "[('transferieren', 0.7840521931648254),\n",
       " ('überweisen', 0.7440062165260315),\n",
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       " ('geldbetrag', 0.719256579875946),\n",
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       " ('flexibel', 0.6193257570266724),\n",
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       " ('didi-festgeldanlage', 0.5587287545204163),\n",
       " ('tagesgeldkonto_eröffnen', 0.5584442019462585),\n",
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       " ('überziehen', 0.5300626754760742),\n",
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       " ('dauern', 0.5272133350372314),\n",
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       " ('vorteil', 0.526490330696106),\n",
       " ('abwickeln', 0.5247921347618103)]"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "model.most_similar('geld',topn=100)"
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  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
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       "[('eltern', 0.9030002355575562),\n",
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       " ('natürlich_person', 0.7651072144508362),\n",
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       " ('führen', 0.650850772857666),\n",
       " ('mitgliedschaft', 0.646558940410614)]"
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     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "model.most_similar('kind',topn=100)"
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  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
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    {
     "data": {
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       " ('fühlen', 0.7808051705360413),\n",
       " ('eigentümer', 0.7798574566841125)]"
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     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "model.most_similar('auto',topn=100)"
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  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[('internet_explorer', 0.9652501344680786),\n",
       " ('explorer', 0.9621283411979675),\n",
       " ('microsoft_internet', 0.9618480801582336),\n",
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       " ('iphone_ipad', 0.8392111659049988),\n",
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       " ('kamera', 0.8128413558006287),\n",
       " ('didiapp', 0.8122353553771973),\n",
       " ('touch', 0.8111475706100464),\n",
       " ('absendern', 0.80962073802948)]"
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     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "model.most_similar('browser',topn=100)"
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  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
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    {
     "data": {
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       "[('vierstellige', 0.8389531373977661),\n",
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       " ('pin_eingeben', 0.7702575922012329),\n",
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       " ('verdenken', 0.6181937456130981),\n",
       " ('stehlen', 0.6169511079788208)]"
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     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "model.most_similar('pin',topn=100)"
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  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
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    {
     "data": {
      "text/plain": [
       "[('common_reporting', 0.9742845296859741),\n",
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       " ('initiative', 0.8179628849029541),\n",
       " ('monaco', 0.8172470927238464)]"
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     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "model.most_similar('fatca',topn=100)"
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  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    },
    {
     "data": {
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       "[('festgeld', 0.9454565644264221),\n",
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       " ('anlegen', 0.8348953127861023),\n",
       " ('zinseszinseffekt', 0.8345838785171509),\n",
       " ('festgeld-verrechnungskonto', 0.8344478011131287),\n",
       " ('termingeld', 0.8325902223587036),\n",
       " ('verlängerung', 0.831337571144104),\n",
       " ('sparbetrag', 0.8291969299316406),\n",
       " ('sparguthaben', 0.827286422252655),\n",
       " ('verlängern', 0.8263565897941589),\n",
       " ('wiederanlage', 0.8253361582756042),\n",
       " ('mindesteinlage', 0.8253198266029358),\n",
       " ('hauptkonto', 0.8236774802207947),\n",
       " ('anlagesumme', 0.8235424757003784),\n",
       " ('erspartes', 0.822287380695343),\n",
       " ('verzinsung', 0.8219782710075378),\n",
       " ('tagesgeldkonto_gutgeschrieben', 0.8204779028892517),\n",
       " ('anlagekonto', 0.8191922903060913),\n",
       " ('jugendfestgeldkonto', 0.8144491314888),\n",
       " ('verzinsen', 0.8133522272109985),\n",
       " ('salden', 0.8050803542137146),\n",
       " ('didisparkonto-', 0.8050363063812256),\n",
       " ('rendite_plus', 0.8041203618049622),\n",
       " ('vereinbart_laufzeit', 0.8026012182235718),\n",
       " ('fest', 0.8010227084159851),\n",
       " ('mindestanlagesumme', 0.7957557439804077),\n",
       " ('fälligkeit', 0.7952396273612976),\n",
       " ('flexibel', 0.7949141263961792),\n",
       " ('gutschreiben', 0.7941017150878906),\n",
       " ('gemeinschaftsdepot', 0.7895500063896179),\n",
       " ('geld_verfügen', 0.7890035510063171),\n",
       " ('cash-kredit', 0.7854415774345398),\n",
       " ('eröffnung', 0.784848690032959),\n",
       " ('sparbriefe', 0.7816911935806274),\n",
       " ('fälligkeitstag', 0.7814910411834717),\n",
       " ('sparbriefes', 0.7812853455543518),\n",
       " ('aktuell_zinssatz', 0.7809683084487915),\n",
       " ('jugendfestgeldkonto_jugend_kapital', 0.7790097594261169),\n",
       " ('abbuchungsfrist', 0.7744923830032349),\n",
       " ('kündigungsfristen', 0.7722296714782715),\n",
       " ('online-sparen', 0.7708516716957092),\n",
       " ('produktangebot', 0.7678524255752563),\n",
       " ('einzelkonto', 0.7670872211456299),\n",
       " ('angegeben_referenzkonto', 0.7669870853424072),\n",
       " ('umbuchung', 0.7654023766517639),\n",
       " ('vorteilskonto', 0.764797031879425),\n",
       " ('laufzeitende', 0.7628952264785767),\n",
       " ('lautend', 0.7582716941833496),\n",
       " ('auszahlungskonto', 0.7564175128936768),\n",
       " ('kartensparbuch', 0.7515037655830383),\n",
       " ('sparprodukt', 0.7500841021537781),\n",
       " ('referenzkonto', 0.7489566206932068),\n",
       " ('unterkonto', 0.7467299103736877),\n",
       " ('didi_kids-konto', 0.7457068562507629),\n",
       " ('orderkonto', 0.7446609735488892),\n",
       " ('verfügbarkeit', 0.7439233660697937),\n",
       " ('attraktiv', 0.7418069839477539),\n",
       " ('variabel', 0.7400981783866882),\n",
       " ('mehr', 0.7326588034629822),\n",
       " ('sparvertrag', 0.7317189574241638),\n",
       " ('deines', 0.7316005229949951),\n",
       " ('gegenkonto', 0.731553316116333),\n",
       " ('jugendfestgeldkonto_jugend_kapital_konto', 0.7251714468002319),\n",
       " ('bestandskunde', 0.7212592959403992)]"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.most_similar('festgeldkonto',topn=100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [],
   "source": [
    "kunles = model.infer_vector([\"karten\", \"lesbar\", \"Ursache\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
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       "      dtype=float32)"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "kunles\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(6564, 0.9077324867248535),\n",
       " (977, 0.8967280983924866),\n",
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       " (5602, 0.8909286260604858),\n",
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       " (753, 0.8892862796783447),\n",
       " (5188, 0.8859850764274597)]"
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     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "source": [
    "model.docvecs.most_similar([kunles])"
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  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "[(307, 0.976145327091217),\n",
       " (9, 0.9563352465629578),\n",
       " (3685, 0.8731504678726196),\n",
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       " (6772, 0.8600032925605774),\n",
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       " (8, 0.8524026274681091),\n",
       " (4095, 0.8507428765296936)]"
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     "execution_count": 43,
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   "source": [
    "model.docvecs.most_similar([0])"
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  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "[(2461, 0.9470325708389282),\n",
       " (2018, 0.934284508228302),\n",
       " (1113, 0.9285637736320496),\n",
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       " (3075, 0.9246450066566467),\n",
       " (4883, 0.9243336915969849),\n",
       " (31, 0.9205955862998962),\n",
       " (7022, 0.9203730225563049),\n",
       " (18, 0.9198610186576843),\n",
       " (458, 0.919672429561615)]"
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     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "model.docvecs.most_similar([4228])"
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  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(16, 0.9928759932518005),\n",
       " (2815, 0.9612928628921509),\n",
       " (6863, 0.9550360441207886),\n",
       " (28, 0.9533913135528564),\n",
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       " (13, 0.940769612789154),\n",
       " (27, 0.9328815340995789),\n",
       " (6111, 0.9299950003623962),\n",
       " (7165, 0.9285071492195129),\n",
       " (2456, 0.9222067594528198)]"
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     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "model.docvecs.most_similar([3])"
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  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(2303, 0.8288490772247314),\n",
       " (6511, 0.7936197519302368),\n",
       " (1388, 0.7611179351806641),\n",
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       " (893, 0.65440833568573),\n",
       " (675, 0.6543777585029602),\n",
       " (3731, 0.6536858677864075)]"
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     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "model.docvecs.most_similar([4270])"
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  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    },
    {
     "data": {
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       " ('8:30', 0.7858872413635254),\n",
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       " ('vr-kennung', 0.7494136095046997),\n",
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       " ('customer_care_center', 0.7458512783050537),\n",
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       " ('pin_ändern', 0.7440555095672607),\n",
       " ('didi_bankcard', 0.7426475882530212),\n",
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       " ('bankfiliale', 0.7381997108459473),\n",
       " ('zugang_online-banking', 0.7365404963493347),\n",
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       " ('bereiten', 0.7353599071502686),\n",
       " ('zurückschick', 0.7343185544013977),\n",
       " ('identifikationsnummer', 0.7342442274093628),\n",
       " ('nummer', 0.7328053116798401),\n",
       " ('sperren', 0.7326845526695251),\n",
       " ('schriftlich_auftrag', 0.7324048280715942),\n",
       " ('format_tresorbau_gmbh', 0.7294490337371826),\n",
       " ('t-pin', 0.7284348011016846),\n",
       " ('schriftlich_per', 0.7267025113105774),\n",
       " ('onlinezugang', 0.7264901399612427),\n",
       " ('bankfilialen', 0.7259886264801025),\n",
       " ('wenden_direkt', 0.7255309224128723),\n",
       " ('24-h-kundenservice', 0.7253791689872742),\n",
       " ('karten_sperren', 0.7245845794677734),\n",
       " ('telefon-banking', 0.7210696339607239),\n",
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       " ('vergessen', 0.7165743708610535),\n",
       " ('sperre', 0.7163867354393005),\n",
       " ('ambibank_finanzcenter', 0.7142173051834106),\n",
       " ('nähe', 0.7116067409515381),\n",
       " ('chat', 0.7104343175888062),\n",
       " ('festnetz', 0.7089267373085022),\n",
       " ('mo.-fr', 0.7087395191192627),\n",
       " ('klärung', 0.7086415886878967),\n",
       " ('kennzeichen', 0.7054269909858704),\n",
       " ('rückfrage', 0.7047500014305115),\n",
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       " ('verlieren_stehlen', 0.7042441368103027),\n",
       " ('öffnungszeit', 0.7034382820129395),\n",
       " ('office', 0.703342080116272)]"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.most_similar('telefonnummer',topn=100)"
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  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
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    {
     "data": {
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       "[('idnow', 0.9785120487213135),\n",
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       " ('videoident-', 0.8340219259262085),\n",
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       " ('identifikationsverfahren', 0.7795752286911011),\n",
       " ('entschlüsseln', 0.7795380353927612),\n",
       " ('phototan-lesegerät', 0.7793927788734436),\n",
       " ('sofort-legitimation', 0.7792845964431763),\n",
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       " ('endgeräten', 0.7784482836723328),\n",
       " ('google_play', 0.7782204747200012)]"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "model.most_similar('video-ident',topn=100)"
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  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    },
    {
     "data": {
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       "[('bank', 0.7464573979377747),\n",
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       " ('erwarten', 0.4374237656593323),\n",
       " ('geschäftsbeziehung', 0.4361054301261902)]"
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     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "model.most_similar('kunde',topn=100)"
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  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    },
    {
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     "execution_count": 50,
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   "execution_count": 51,
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     "name": "stderr",
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     "text": [
      "/home/diego/anaconda3/envs/bankdomain/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `most_similar` (Method will be removed in 4.0.0, use self.wv.most_similar() instead).\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
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    {
     "data": {
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     "execution_count": 51,
     "metadata": {},
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   "source": [
    "model.most_similar('dauerauftrag',topn=100)"
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   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
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