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 try
fix-build-job
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@ -28,3 +28,9 @@ While the virtual environment is running, type:
``` ```
deactivate deactivate
``` ```
## How to remove/filter out bad ngrams
Members of EbookFoundation can create a pull request to edit the stopwords used to filter out bad trigrams:
```
oapen-engine/src/model/stopwords_*.txt
```
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 @@
import os
import string import string
from typing import List from typing import List
import data.oapen_db as OapenDB import data.oapen_db as OapenDB
import model.stopwords as oapen_stopwords # pylint: disable=import-error
import nltk # pylint: disable=import-error import nltk # pylint: disable=import-error
import pandas as pd # pylint: disable=import-error import pandas as pd # pylint: disable=import-error
from nltk import word_tokenize # pylint: disable=import-error from nltk import word_tokenize # pylint: disable=import-error
@ -14,15 +14,24 @@ from .oapen_types import ( # pylint: disable=relative-beyond-top-level
OapenNgram, OapenNgram,
) )
stopword_paths = [
"model/stopwords_broken.txt",
"model/stopwords_dutch.txt",
"model/stopwords_filter.txt",
"model/stopwords_publisher.txt",
]
for p in stopword_paths:
with open(p, "r") as f:
oapen_stopwords += [line.rstrip() for line in f]
nltk.download("stopwords") nltk.download("stopwords")
STOPWORDS = ( STOPWORDS = (
stopwords.words("english") stopwords.words("english")
+ stopwords.words("german") + stopwords.words("german")
+ stopwords.words("dutch") + stopwords.words("dutch")
+ oapen_stopwords.stopwords_dutch_extra + oapen_stopwords
+ oapen_stopwords.stopwords_filter
+ oapen_stopwords.stopwords_publisher
) )

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@ -1,435 +0,0 @@
stopwords_filter = [
"4.0 deed.de",
"commons attribution",
"commons lizenz",
"commons namensnennung",
"creative commons",
"creativecommons",
"creativecommons.org",
"doi 10",
"doi.org",
"hrsg",
"isbn 13 978",
"isbn 3",
"isbn 978",
"noderivatives",
"noderivs",
"noncommercial",
"orcid.org",
"springer cham",
"university press",
]
# A list of stop words, connected to either open licenses or publishers
stopwords_publisher = [
"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",
"evanston il northwestern",
"evanston ill northwestern",
"format erlaubt sofern",
"frankfurt a.m campus",
"frankfurt a.m fischer",
"frankfurt a.m suhr",
"frankfurt a.m suhrkamp",
"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 martins 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 martins",
"york vintage international",
"york zed books",
"zwolle w.e.j tjeenk",
"à la fois",
]
# A list of 'broken' words, not to be used as trigrams
stopwords_broken = [
"ac tuele bestaansonzekerheid",
"bedeutungsexpl ikat ion",
"bedeutungsexpl ikat ionen",
"bes ted ingen",
"biopo liti cal",
"bl att mitt",
"box offi ce",
"ca rib bean",
"ca ribb ean",
"capital fl ows",
"car ib bean",
"car ibb ean",
"chris tian ity",
"chris tiani ty",
"christ ian ity",
"christ iani ty",
"connec ted curr",
"con tac ten",
"consumptieve bes ted",
"cont ro le",
"dif ere nt",
"dif fer ent",
"dif fere nt",
"diff ere nt",
"diff erent kinds",
"direct eff ect",
"doe le inden",
"empir ische untersuchung",
"esp rä ch",
"est äti gt",
"eu ro pe",
"eu ro pean",
"eu rop ean",
"evo lu tion",
"fe mi nist",
"fi ction publishers",
"fi ction publishing",
"fi lm noir",
"fi lm theory",
"fi losofi sche",
"fi nal section",
"fi nancial crisis",
"fi nancial markets",
"fi rm level",
"fi rst book",
"fi rst century",
"fi rst chapter",
"fi rst generation",
"fi rst muve",
"fi rst person",
"fi rst principle",
"fi rst time",
"fi ve yearly",
"fl ow cell",
"fl ow direction",
"fl ow regime",
"fl ow velocities",
"fo ku ss",
"fo lg lic",
"fo lk lo",
"fo lk poetry",
"fo rm ation",
"fo rm ationen",
"foreign offi ce",
"ga ni za",
"ge legenhe id",
"geopo liti cal",
"geopol iti cal",
"government offi cials",
"gr aph ic",
"hu id ige",
"ia le zaken",
"ial med ia",
"ic ul ar",
"idsbe le id",
"iebe le id",
"iesa menlev ing",
"ind ica toren",
"ind iv iduen",
"inf luence attempts",
"ingsbe le id",
"inso fe rn",
"inves ter ingen",
"ir ish women",
"ite ra tu",
"ite ra tur",
"jens mar tin",
"knowledge pol icy",
"le id ig",
"le id ing",
"leading cit ies",
"lex ibe le",
"lie ß lic",
"lit era ture",
"lite ra ture",
"lm ä ß",
"local fi rms",
"maat rege len",
"mar tin gurr",
"mitt el alt",
"mo ve ment",
"nat iona le",
"ni za tion",
"nst verle ning",
"offi cial nationality",
"onde rzoek ingen",
"pa rt ii",
"pa rt iii",
"par tic ul",
"par ticu lar",
"perf orm ance",
"po liti cal",
"pol iti cal",
"pos si ble",
"pos sib le",
"poss ib le",
"publ ic archaeology",
"pulp fi ction",
"repre sen ta",
"ro pean union",
"rzäh le rs",
"samen lev ing",
"science fi ction",
"scientif ic research",
"sen ta tion",
"sen ta tions",
"sl agva ardigheid",
"soc ia le",
"soc ial med",
"sp ra ch",
"sp rach lich",
"sp rach liche",
"sp rach lichen",
"ssp ra ch",
"st err ei",
"subs id ies",
"ted curr iculum",
"tele vi sion",
"tic ul ar",
"tive commons license",
"tu ra lis",
"tu ra lly",
"twenty fi rst",
"twenty fi ve",
"ty lis tic",
"uoo rbee ld",
"ve rhoud ing",
"ve rö ffe",
"veren ig ing",
"vi sion dramas",
"voorz ien ingen",
"werkge legenhe id",
"wi jz ig",
"zusä tz lich",
"ä sthe tik",
"ä tz lic",
"ä ß ig",
"ö st err",
"öst err ur",
]
# A list of Dutch stop words, not part of stopwords_nl
stopwords_dutch_extra = ["een", "te", "ten"]

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@ -0,0 +1,159 @@
ac tuele bestaansonzekerheid
bedeutungsexpl ikat ion
bedeutungsexpl ikat ionen
bes ted ingen
biopo liti cal
bl att mitt
box offi ce
ca rib bean
ca ribb ean
capital fl ows
car ib bean
car ibb ean
chris tian ity
chris tiani ty
christ ian ity
christ iani ty
connec ted curr
con tac ten
consumptieve bes ted
cont ro le
dif ere nt
dif fer ent
dif fere nt
diff ere nt
diff erent kinds
direct eff ect
doe le inden
empir ische untersuchung
esp rä ch
est äti gt
eu ro pe
eu ro pean
eu rop ean
evo lu tion
fe mi nist
fi ction publishers
fi ction publishing
fi lm noir
fi lm theory
fi losofi sche
fi nal section
fi nancial crisis
fi nancial markets
fi rm level
fi rst book
fi rst century
fi rst chapter
fi rst generation
fi rst muve
fi rst person
fi rst principle
fi rst time
fi ve yearly
fl ow cell
fl ow direction
fl ow regime
fl ow velocities
fo ku ss
fo lg lic
fo lk lo
fo lk poetry
fo rm ation
fo rm ationen
foreign offi ce
ga ni za
ge legenhe id
geopo liti cal
geopol iti cal
government offi cials
gr aph ic
hu id ige
ia le zaken
ial med ia
ic ul ar
idsbe le id
iebe le id
iesa menlev ing
ind ica toren
ind iv iduen
inf luence attempts
ingsbe le id
inso fe rn
inves ter ingen
ir ish women
ite ra tu
ite ra tur
jens mar tin
knowledge pol icy
le id ig
le id ing
leading cit ies
lex ibe le
lie ß lic
lit era ture
lite ra ture
lm ä ß
local fi rms
maat rege len
mar tin gurr
mitt el alt
mo ve ment
nat iona le
ni za tion
nst verle ning
offi cial nationality
onde rzoek ingen
pa rt ii
pa rt iii
par tic ul
par ticu lar
perf orm ance
po liti cal
pol iti cal
pos si ble
pos sib le
poss ib le
publ ic archaeology
pulp fi ction
repre sen ta
ro pean union
rzäh le rs
samen lev ing
science fi ction
scientif ic research
sen ta tion
sen ta tions
sl agva ardigheid
soc ia le
soc ial med
sp ra ch
sp rach lich
sp rach liche
sp rach lichen
ssp ra ch
st err ei
subs id ies
ted curr iculum
tele vi sion
tic ul ar
tive commons license
tu ra lis
tu ra lly
twenty fi rst
twenty fi ve
ty lis tic
uoo rbee ld
ve rhoud ing
ve rö ffe
veren ig ing
vi sion dramas
voorz ien ingen
werkge legenhe id
wi jz ig
zusä tz lich
ä sthe tik
ä tz lic
ä ß ig
ö st err
öst err ur

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@ -0,0 +1,428 @@
4.0 deed.de
commons attribution
commons lizenz
commons namensnennung
creative commons
creativecommons
creativecommons.org
doi 10
doi.org
hrsg
isbn 13 978
isbn 3
isbn 978
noderivatives
noderivs
noncommercial
orcid.org
springer cham
university press
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
evanston il northwestern
evanston ill northwestern
format erlaubt sofern
frankfurt a.m campus
frankfurt a.m fischer
frankfurt a.m suhr
frankfurt a.m suhrkamp
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 martins 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 martins
york vintage international
york zed books
zwolle w.e.j tjeenk
à la fois
ac tuele bestaansonzekerheid
bedeutungsexpl ikat ion
bedeutungsexpl ikat ionen
bes ted ingen
biopo liti cal
bl att mitt
box offi ce
ca rib bean
ca ribb ean
capital fl ows
car ib bean
car ibb ean
chris tian ity
chris tiani ty
christ ian ity
christ iani ty
connec ted curr
con tac ten
consumptieve bes ted
cont ro le
dif ere nt
dif fer ent
dif fere nt
diff ere nt
diff erent kinds
direct eff ect
doe le inden
empir ische untersuchung
esp rä ch
est äti gt
eu ro pe
eu ro pean
eu rop ean
evo lu tion
fe mi nist
fi ction publishers
fi ction publishing
fi lm noir
fi lm theory
fi losofi sche
fi nal section
fi nancial crisis
fi nancial markets
fi rm level
fi rst book
fi rst century
fi rst chapter
fi rst generation
fi rst muve
fi rst person
fi rst principle
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