OAP-37: Read stopwords from txt (#23)
* read stopwords from txt read stopwords from txt and README change * leftover code removed * formatting * formatting again * formatting last tryfix-build-job
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9435a69032
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@ -28,3 +28,9 @@ While the virtual environment is running, type:
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```
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deactivate
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```
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## How to remove/filter out bad ngrams
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Members of EbookFoundation can create a pull request to edit the stopwords used to filter out bad trigrams:
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```
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oapen-engine/src/model/stopwords_*.txt
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```
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This also can be done to remove a malformed trigram already in the database (during the next run)
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@ -1,8 +1,8 @@
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import os
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import string
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from typing import List
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import data.oapen_db as OapenDB
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import model.stopwords as oapen_stopwords # pylint: disable=import-error
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import nltk # pylint: disable=import-error
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import pandas as pd # pylint: disable=import-error
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from nltk import word_tokenize # pylint: disable=import-error
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@ -14,15 +14,24 @@ from .oapen_types import ( # pylint: disable=relative-beyond-top-level
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OapenNgram,
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)
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stopword_paths = [
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"model/stopwords_broken.txt",
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"model/stopwords_dutch.txt",
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"model/stopwords_filter.txt",
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"model/stopwords_publisher.txt",
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]
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for p in stopword_paths:
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with open(p, "r") as f:
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oapen_stopwords += [line.rstrip() for line in f]
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nltk.download("stopwords")
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STOPWORDS = (
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stopwords.words("english")
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+ stopwords.words("german")
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+ stopwords.words("dutch")
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+ oapen_stopwords.stopwords_dutch_extra
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+ oapen_stopwords.stopwords_filter
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+ oapen_stopwords.stopwords_publisher
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+ oapen_stopwords
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)
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@ -1,435 +0,0 @@
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stopwords_filter = [
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"4.0 deed.de",
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"commons attribution",
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"commons lizenz",
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"commons namensnennung",
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"creative commons",
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"creativecommons",
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"creativecommons.org",
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"doi 10",
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"doi.org",
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"hrsg",
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"isbn 13 978",
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"isbn 3",
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"isbn 978",
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"noderivatives",
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"noderivs",
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"noncommercial",
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"orcid.org",
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"springer cham",
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"university press",
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]
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# A list of stop words, connected to either open licenses or publishers
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stopwords_publisher = [
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"2010 iwa publishing",
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"2015 http www",
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"4.0 deed.de veröffentli",
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"4.0 international license",
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"4.0 international lizenz",
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"academic studies press",
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"access book chapter",
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"access chapter distributed",
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"adapted material derived",
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"akademie verlag berlin",
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"albany suny press",
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"amer math soc",
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"american economic review",
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"amsterdam amsterdam university",
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"amsterdam john benjamins",
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"amsterdam philadelphia john",
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"angeben ob änderungen",
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"aosis cape town",
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"attribution 4.0 international",
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"attribution licence cc",
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"attribution noncommercial noderivatives",
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"attribution noncommercial noderivs",
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"auckland auckland university",
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"baden baden nomos",
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"baltimore johns hopkins",
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"baltimore md johns",
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"basingstoke palgrave macmillan",
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"basingstoke uk palgrave",
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"benjamins publishing company",
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"berlin akademie verlag",
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"berlin heidelberg springer",
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"berlin language science",
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"berlin springer verlag",
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"bielefeld transcript verlag",
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"bloomington indiana university",
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"boom juridische uitgevers",
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"bridge cambridge university",
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"brill nv leiden",
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"british medical journal",
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"brunswick nj rutgers",
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"böhlau verlag ges.m.b.h",
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"böhlau verlag gmbh",
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"ca csli publications",
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"ca stanford university",
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"cambridge cambridge university",
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"cambridge eng cambridge",
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"cambridge harvard university",
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"cambridge ma harvard",
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"cambridge ma london",
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"cambridge mass harvard",
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"cambridge polity press",
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"cambridge uk cambridge",
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"clarendon press oxford",
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"co.kg wien köln",
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"commons attribution noncommercial",
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"commons lizenz sofern",
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"ct yale university",
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"delhi oxford university",
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"doi 63 9789004",
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"doi https doi",
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"drittmaterial unterliegen ebenfalls",
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"durham duke university",
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"durham n.c duke",
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"durham nc duke",
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"earth syst sci",
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"edinburgh edinburgh university",
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"eds tacas 2020",
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"evanston il northwestern",
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"evanston ill northwestern",
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"format erlaubt sofern",
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"frankfurt a.m campus",
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"frankfurt a.m fischer",
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"frankfurt a.m suhr",
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"frankfurt a.m suhrkamp",
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"frankfurt main suhrkamp",
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"franz steiner verlag",
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"gent academia press",
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"gesetzlichen vorschriften erlaubt",
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"gmbh co.kg wien",
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"grand rapids mi",
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"gravenhage sdu uitgeverij",
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"groningen wolters noordhoff",
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"göttingen vandenhoeck ruprecht",
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"h.d tjeenk willink",
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"haag boom juridische",
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"haag boom lemma",
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"haag sdu uitgeverij",
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"haag sdu uitgevers",
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"harvard business review",
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"haven ct yale",
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"haven yale university",
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"hong princeton n.j",
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"html letzter zugriff",
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"html zuletzt abgerufen",
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"html zuletzt geprüft",
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"http csli publications.stanford.edu",
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"http www.youtube.com watch",
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"https en.wikipedia.org wiki",
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"https www.youtube.com watch",
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"intentionally left blank",
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"international license http",
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"international lizenz http",
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"ithaca cornell university",
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"ithaca ny cornell",
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"iwa publishing london",
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"jeweiligen rechteinhabers einzuholen",
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"john benjamins doi",
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"john benjamins publishing",
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"john wiley sons",
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"johns hopkins university",
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"kapitel enthaltenen bilder",
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"kluwer academic publishers",
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"kluwer law international",
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"koninklijke brill nv",
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"köln weimar wien",
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"language science press",
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"leiden boston brill",
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"leiden e.j brill",
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"leiden kitlv press",
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"leiden stenfert kroese",
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"london duke university",
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"london i.b tauris",
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"london john murray",
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"london oxford university",
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"london penguin books",
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"london pluto press",
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"london routledge kegan",
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"london routledge pp",
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"london sage publications",
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"london ubiquity press",
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"london ucl press",
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"london zed books",
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"ma harvard university",
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"main peter lang",
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"manchester manchester university",
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"mass harvard university",
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"medizinisch wissenschaftliche verlagsgesellschaft",
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"mohr paul siebeck",
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"mohr siebeck tübingen",
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"münchen wilhelm fink",
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"n.j princeton university",
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"namensnennung 4.0 international",
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"national lizenz http",
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"nc 4.0 license",
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"nc duke university",
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"nc sa 4.0",
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"nj prentice hall",
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"nj prince ton",
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"nj princeton university",
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"nj rutgers university",
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"noderivatives 4.0 license",
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"noncommercial noderivatives 4.0",
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"north carolina press",
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"notre dame press",
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"nutzung vervielfältigung bearbeitung",
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"ny cornell university",
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"ny orbis books",
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"ob änderungen vorgenommen",
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"obtain permission directly",
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"online url http",
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"opladen leske budrich",
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"opladen westdeutscher verlag",
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"opladen westdt verlag",
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"otto cramwinckel uitgever",
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"oxford clarendon press",
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"oxford oxford u.p",
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"oxford oxford university",
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"p.i.e peter lang",
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"page intentionally left",
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"paris presses universitaires",
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"pdf letzter zugriff",
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"pdf zuletzt aufgerufen",
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"pdf zuletzt eingesehen",
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"pdf zuletzt geprüft",
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"peter lang frankfurt",
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"phd diss university",
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"phd thesis university",
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"philadelphia john benjamins",
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"press 2019 pp",
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"press cambridge ma",
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"press cambridge mass",
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"press cambridge pp",
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"press doi https",
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"press oxford pp",
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"press washington d.c",
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"princeton n.j princeton",
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"princeton nj princeton",
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"princeton princeton university",
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"publications http csli",
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"quelle eigene berechnungen",
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"quelle eigene darstellung",
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"quelle ordnungsgemäß nennen",
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"samsom uitgeverij alphen",
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"science press doi",
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"share adapted material",
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"sharing adaptation distribution",
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"siehe dazu u.a",
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"siehe reg nr",
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"sites default files",
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"sonstiges drittmaterial unterliegen",
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"springer berlin heidelberg",
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"st martin’s press",
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"stanford ca csli",
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"stanford ca stanford",
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"stanford calif stanford",
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"stanford stanford university",
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"sydney sydney university",
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"toronto barbara budrich",
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"tübingen mohr siebeck",
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"ubiquity press doi",
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"uitgeverij bert bakker",
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"uk cambridge university",
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"uk palgrave macmillan",
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"unpublished phd dissertation",
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"url http bit.ly",
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"verlag barbara budrich",
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"verlag gmbh co.kg",
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"vervielfältigung bearbeitung verbreitung",
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"vis à vis",
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"westminster press doi",
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"wien köln weimar",
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"wissenschaftliche verlagsgesellschaft berlin",
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"york academic press",
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"york basic books",
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"york berghahn books",
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"york cambridge university",
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"york columbia university",
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"york fordham university",
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"york free press",
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"york grove press",
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"york mcgraw hill",
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"york ny oxford",
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"york ny routledge",
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"york oxford university",
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"york palgrave macmillan",
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"york penguin books",
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"york peter lang",
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"york random house",
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"york schocken books",
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"york st martin’s",
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"york vintage international",
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"york zed books",
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"zwolle w.e.j tjeenk",
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"à la fois",
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]
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# A list of 'broken' words, not to be used as trigrams
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stopwords_broken = [
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"ac tuele bestaansonzekerheid",
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"bedeutungsexpl ikat ion",
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"bedeutungsexpl ikat ionen",
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"bes ted ingen",
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"biopo liti cal",
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"bl att mitt",
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"box offi ce",
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"ca rib bean",
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"ca ribb ean",
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"capital fl ows",
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"car ib bean",
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"car ibb ean",
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"chris tian ity",
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"chris tiani ty",
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"christ ian ity",
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"christ iani ty",
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"connec ted curr",
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"con tac ten",
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"consumptieve bes ted",
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"cont ro le",
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"dif ere nt",
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"dif fer ent",
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"dif fere nt",
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"diff ere nt",
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"diff erent kinds",
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"direct eff ect",
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"doe le inden",
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"empir ische untersuchung",
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"esp rä ch",
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"est äti gt",
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"eu ro pe",
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"eu ro pean",
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"eu rop ean",
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"evo lu tion",
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"fe mi nist",
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"fi ction publishers",
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"fi ction publishing",
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"fi lm noir",
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"fi lm theory",
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"fi losofi sche",
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"fi nal section",
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"fi nancial crisis",
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"fi nancial markets",
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"fi rm level",
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"fi rst book",
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"fi rst century",
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"fi rst chapter",
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"fi rst generation",
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"fi rst muve",
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"fi rst person",
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"fi rst principle",
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"fi rst time",
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"fi ve yearly",
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"fl ow cell",
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"fl ow direction",
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"fl ow regime",
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"fl ow velocities",
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"fo ku ss",
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"fo lg lic",
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"fo lk lo",
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"fo lk poetry",
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"fo rm ation",
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"fo rm ationen",
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"foreign offi ce",
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"ga ni za",
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"ge legenhe id",
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"geopo liti cal",
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"geopol iti cal",
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"government offi cials",
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"gr aph ic",
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"hu id ige",
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"ia le zaken",
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"ial med ia",
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"ic ul ar",
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"idsbe le id",
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"iebe le id",
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"iesa menlev ing",
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"ind ica toren",
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"ind iv iduen",
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"inf luence attempts",
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"ingsbe le id",
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"inso fe rn",
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"inves ter ingen",
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"ir ish women",
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"ite ra tu",
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"ite ra tur",
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"jens mar tin",
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"knowledge pol icy",
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"le id ig",
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"le id ing",
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"leading cit ies",
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"lex ibe le",
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"lie ß lic",
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"lit era ture",
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"lite ra ture",
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"lm ä ß",
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"local fi rms",
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"maat rege len",
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"mar tin gurr",
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"mitt el alt",
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"mo ve ment",
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"nat iona le",
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"ni za tion",
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"nst verle ning",
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"offi cial nationality",
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"onde rzoek ingen",
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"pa rt ii",
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"pa rt iii",
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"par tic ul",
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"par ticu lar",
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"perf orm ance",
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"po liti cal",
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"pol iti cal",
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"pos si ble",
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"pos sib le",
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"poss ib le",
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"publ ic archaeology",
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"pulp fi ction",
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"repre sen ta",
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"ro pean union",
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"rzäh le rs",
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"samen lev ing",
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"science fi ction",
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"scientif ic research",
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"sen ta tion",
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"sen ta tions",
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"sl agva ardigheid",
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"soc ia le",
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"soc ial med",
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"sp ra ch",
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"sp rach lich",
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"sp rach liche",
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"sp rach lichen",
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"ssp ra ch",
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"st err ei",
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"subs id ies",
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"ted curr iculum",
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"tele vi sion",
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"tic ul ar",
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"tive commons license",
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"tu ra lis",
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"tu ra lly",
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"twenty fi rst",
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"twenty fi ve",
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"ty lis tic",
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"uoo rbee ld",
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"ve rhoud ing",
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"ve rö ffe",
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"veren ig ing",
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"vi sion dramas",
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"voorz ien ingen",
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"werkge legenhe id",
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"wi jz ig",
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"zusä tz lich",
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"ä sthe tik",
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"ä tz lic",
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"ä ß ig",
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"ö st err",
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"öst err ur",
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]
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# A list of Dutch stop words, not part of stopwords_nl
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stopwords_dutch_extra = ["een", "te", "ten"]
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@ -0,0 +1,159 @@
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ac tuele bestaansonzekerheid
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bedeutungsexpl ikat ion
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bedeutungsexpl ikat ionen
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bes ted ingen
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biopo liti cal
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bl att mitt
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box offi ce
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ca rib bean
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ca ribb ean
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capital fl ows
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car ib bean
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car ibb ean
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chris tian ity
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chris tiani ty
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inso fe rn
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ir ish women
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ite ra tu
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ite ra tur
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jens mar tin
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knowledge pol icy
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le id ig
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le id ing
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leading cit ies
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lex ibe le
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lie ß lic
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lit era ture
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lite ra ture
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lm ä ß
|
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local fi rms
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maat rege len
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mitt el alt
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mo ve ment
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nat iona le
|
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ni za tion
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nst verle ning
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offi cial nationality
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onde rzoek ingen
|
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pa rt ii
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pa rt iii
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par tic ul
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perf orm ance
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po liti cal
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pol iti cal
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pos si ble
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pos sib le
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poss ib le
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publ ic archaeology
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pulp fi ction
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repre sen ta
|
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ro pean union
|
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rzäh le rs
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samen lev ing
|
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science fi ction
|
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scientif ic research
|
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sen ta tion
|
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sen ta tions
|
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sl agva ardigheid
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soc ia le
|
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soc ial med
|
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sp ra ch
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sp rach lich
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sp rach liche
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sp rach lichen
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ssp ra ch
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st err ei
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subs id ies
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ted curr iculum
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tele vi sion
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tic ul ar
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tive commons license
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tu ra lly
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twenty fi rst
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twenty fi ve
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ty lis tic
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uoo rbee ld
|
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ve rhoud ing
|
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ve rö ffe
|
||||
veren ig ing
|
||||
vi sion dramas
|
||||
voorz ien ingen
|
||||
werkge legenhe id
|
||||
wi jz ig
|
||||
zusä tz lich
|
||||
ä sthe tik
|
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ä tz lic
|
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ä ß ig
|
||||
ö st err
|
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öst err ur
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||||
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te
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ten
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noderivatives
|
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noderivs
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noncommercial
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orcid.org
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springer cham
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||||
university press
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@ -0,0 +1,244 @@
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2010 iwa publishing
|
||||
2015 http www
|
||||
4.0 deed.de veröffentli
|
||||
4.0 international license
|
||||
4.0 international lizenz
|
||||
academic studies press
|
||||
access book chapter
|
||||
access chapter distributed
|
||||
adapted material derived
|
||||
akademie verlag berlin
|
||||
albany suny press
|
||||
amer math soc
|
||||
american economic review
|
||||
amsterdam amsterdam university
|
||||
amsterdam john benjamins
|
||||
amsterdam philadelphia john
|
||||
angeben ob änderungen
|
||||
aosis cape town
|
||||
attribution 4.0 international
|
||||
attribution licence cc
|
||||
attribution noncommercial noderivatives
|
||||
attribution noncommercial noderivs
|
||||
auckland auckland university
|
||||
baden baden nomos
|
||||
baltimore johns hopkins
|
||||
baltimore md johns
|
||||
basingstoke palgrave macmillan
|
||||
basingstoke uk palgrave
|
||||
benjamins publishing company
|
||||
berlin akademie verlag
|
||||
berlin heidelberg springer
|
||||
berlin language science
|
||||
berlin springer verlag
|
||||
bielefeld transcript verlag
|
||||
bloomington indiana university
|
||||
boom juridische uitgevers
|
||||
bridge cambridge university
|
||||
brill nv leiden
|
||||
british medical journal
|
||||
brunswick nj rutgers
|
||||
böhlau verlag ges.m.b.h
|
||||
böhlau verlag gmbh
|
||||
ca csli publications
|
||||
ca stanford university
|
||||
cambridge cambridge university
|
||||
cambridge eng cambridge
|
||||
cambridge harvard university
|
||||
cambridge ma harvard
|
||||
cambridge ma london
|
||||
cambridge mass harvard
|
||||
cambridge polity press
|
||||
cambridge uk cambridge
|
||||
clarendon press oxford
|
||||
co.kg wien köln
|
||||
commons attribution noncommercial
|
||||
commons lizenz sofern
|
||||
ct yale university
|
||||
delhi oxford university
|
||||
doi 63 9789004
|
||||
doi https doi
|
||||
drittmaterial unterliegen ebenfalls
|
||||
durham duke university
|
||||
durham n.c duke
|
||||
durham nc duke
|
||||
earth syst sci
|
||||
edinburgh edinburgh university
|
||||
eds tacas 2020
|
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evanston il northwestern
|
||||
evanston ill northwestern
|
||||
format erlaubt sofern
|
||||
frankfurt a.m campus
|
||||
frankfurt a.m fischer
|
||||
frankfurt a.m suhr
|
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frankfurt a.m suhrkamp
|
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frankfurt main suhrkamp
|
||||
franz steiner verlag
|
||||
gent academia press
|
||||
gesetzlichen vorschriften erlaubt
|
||||
gmbh co.kg wien
|
||||
grand rapids mi
|
||||
gravenhage sdu uitgeverij
|
||||
groningen wolters noordhoff
|
||||
göttingen vandenhoeck ruprecht
|
||||
h.d tjeenk willink
|
||||
haag boom juridische
|
||||
haag boom lemma
|
||||
haag sdu uitgeverij
|
||||
haag sdu uitgevers
|
||||
harvard business review
|
||||
haven ct yale
|
||||
haven yale university
|
||||
hong princeton n.j
|
||||
html letzter zugriff
|
||||
html zuletzt abgerufen
|
||||
html zuletzt geprüft
|
||||
http csli publications.stanford.edu
|
||||
http www.youtube.com watch
|
||||
https en.wikipedia.org wiki
|
||||
https www.youtube.com watch
|
||||
intentionally left blank
|
||||
international license http
|
||||
international lizenz http
|
||||
ithaca cornell university
|
||||
ithaca ny cornell
|
||||
iwa publishing london
|
||||
jeweiligen rechteinhabers einzuholen
|
||||
john benjamins doi
|
||||
john benjamins publishing
|
||||
john wiley sons
|
||||
johns hopkins university
|
||||
kapitel enthaltenen bilder
|
||||
kluwer academic publishers
|
||||
kluwer law international
|
||||
koninklijke brill nv
|
||||
köln weimar wien
|
||||
language science press
|
||||
leiden boston brill
|
||||
leiden e.j brill
|
||||
leiden kitlv press
|
||||
leiden stenfert kroese
|
||||
london duke university
|
||||
london i.b tauris
|
||||
london john murray
|
||||
london oxford university
|
||||
london penguin books
|
||||
london pluto press
|
||||
london routledge kegan
|
||||
london routledge pp
|
||||
london sage publications
|
||||
london ubiquity press
|
||||
london ucl press
|
||||
london zed books
|
||||
ma harvard university
|
||||
main peter lang
|
||||
manchester manchester university
|
||||
mass harvard university
|
||||
medizinisch wissenschaftliche verlagsgesellschaft
|
||||
mohr paul siebeck
|
||||
mohr siebeck tübingen
|
||||
münchen wilhelm fink
|
||||
n.j princeton university
|
||||
namensnennung 4.0 international
|
||||
national lizenz http
|
||||
nc 4.0 license
|
||||
nc duke university
|
||||
nc sa 4.0
|
||||
nj prentice hall
|
||||
nj prince ton
|
||||
nj princeton university
|
||||
nj rutgers university
|
||||
noderivatives 4.0 license
|
||||
noncommercial noderivatives 4.0
|
||||
north carolina press
|
||||
notre dame press
|
||||
nutzung vervielfältigung bearbeitung
|
||||
ny cornell university
|
||||
ny orbis books
|
||||
ob änderungen vorgenommen
|
||||
obtain permission directly
|
||||
online url http
|
||||
opladen leske budrich
|
||||
opladen westdeutscher verlag
|
||||
opladen westdt verlag
|
||||
otto cramwinckel uitgever
|
||||
oxford clarendon press
|
||||
oxford oxford u.p
|
||||
oxford oxford university
|
||||
p.i.e peter lang
|
||||
page intentionally left
|
||||
paris presses universitaires
|
||||
pdf letzter zugriff
|
||||
pdf zuletzt aufgerufen
|
||||
pdf zuletzt eingesehen
|
||||
pdf zuletzt geprüft
|
||||
peter lang frankfurt
|
||||
phd diss university
|
||||
phd thesis university
|
||||
philadelphia john benjamins
|
||||
press 2019 pp
|
||||
press cambridge ma
|
||||
press cambridge mass
|
||||
press cambridge pp
|
||||
press doi https
|
||||
press oxford pp
|
||||
press washington d.c
|
||||
princeton n.j princeton
|
||||
princeton nj princeton
|
||||
princeton princeton university
|
||||
publications http csli
|
||||
quelle eigene berechnungen
|
||||
quelle eigene darstellung
|
||||
quelle ordnungsgemäß nennen
|
||||
samsom uitgeverij alphen
|
||||
science press doi
|
||||
share adapted material
|
||||
sharing adaptation distribution
|
||||
siehe dazu u.a
|
||||
siehe reg nr
|
||||
sites default files
|
||||
sonstiges drittmaterial unterliegen
|
||||
springer berlin heidelberg
|
||||
st martin’s press
|
||||
stanford ca csli
|
||||
stanford ca stanford
|
||||
stanford calif stanford
|
||||
stanford stanford university
|
||||
sydney sydney university
|
||||
toronto barbara budrich
|
||||
tübingen mohr siebeck
|
||||
ubiquity press doi
|
||||
uitgeverij bert bakker
|
||||
uk cambridge university
|
||||
uk palgrave macmillan
|
||||
unpublished phd dissertation
|
||||
url http bit.ly
|
||||
verlag barbara budrich
|
||||
verlag gmbh co.kg
|
||||
vervielfältigung bearbeitung verbreitung
|
||||
vis à vis
|
||||
westminster press doi
|
||||
wien köln weimar
|
||||
wissenschaftliche verlagsgesellschaft berlin
|
||||
york academic press
|
||||
york basic books
|
||||
york berghahn books
|
||||
york cambridge university
|
||||
york columbia university
|
||||
york fordham university
|
||||
york free press
|
||||
york grove press
|
||||
york mcgraw hill
|
||||
york ny oxford
|
||||
york ny routledge
|
||||
york oxford university
|
||||
york palgrave macmillan
|
||||
york penguin books
|
||||
york peter lang
|
||||
york random house
|
||||
york schocken books
|
||||
york st martin’s
|
||||
york vintage international
|
||||
york zed books
|
||||
zwolle w.e.j tjeenk
|
||||
à la fois
|
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