diff --git a/wordlist/00-desiquintans-nounlist.txt b/wordlist/00-desiquintans-nounlist.txt
index 6aefa88..2564469 100644
--- a/wordlist/00-desiquintans-nounlist.txt
+++ b/wordlist/00-desiquintans-nounlist.txt
@@ -3199,7 +3199,6 @@ JADE
 JAGUAR
 JAIL
 JAILHOUSE
-JALAPEÑO
 JAM
 JAR
 JASMINE
diff --git a/wordlist/00-oxford-5000.txt b/wordlist/00-oxford-5000.txt
index 0b5f109..98fcdd4 100644
--- a/wordlist/00-oxford-5000.txt
+++ b/wordlist/00-oxford-5000.txt
@@ -1,1996 +1,1997 @@
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+WISDOM
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+WITHDRAWAL
+WORKFORCE
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diff --git a/wordlist/01-errored-lemmatized-words.csv b/wordlist/01-errored-lemmatized-words.csv
index 956e736..7652dba 100644
--- a/wordlist/01-errored-lemmatized-words.csv
+++ b/wordlist/01-errored-lemmatized-words.csv
@@ -1,4 +1,14 @@
 WORD,ATTEMPTED_LEMMATIZATION,LEMMATIZER
+BELOVED,BELOVE,SPACY
+BLEED,BLEE,SPACY
+EMBED,EMBE,SPACY
+EXCEED,EXCEE,SPACY
+FORTHCOMING,FORTHCOME,SPACY
+NAKED,NAKE,SPACY
+NON-PROFIT,NON,SPACY
+ONGOING,ONGOE,SPACY
+RENOWNED,RENOWNE,SPACY
+SKILLED,SKILLE,SPACY
 ADVERTISING,ADVERTISE,SPACY
 BOSS,BOS,WORDNET
 COMICS,COMIC_STRIP,SPACY
@@ -24,15 +34,8 @@ LESS,LE,WORDNET
 THEMSELVES,THEMSELVE,SPACY
 PERHAPS,PERHAP,SPACY
 OURSELVES,OURSELVE,SPACY
-EXCEED,EXCEE,SPACY
-BLEED,BLEE,SPACY
-NAKED,NAKE,SPACY
-SKILLED,SKILLE,SPACY
-BELOVED,BELOVE,SPACY
 LEST,L,SPACY
 WICKED,WICKE,SPACY
-EMBED,EMBE,SPACY
-ONGOING,ONGOE,SPACY
 ASHAMED,ASHAME,SPACY
 CREED,CREE,SPACY
 VIS,VI,WORDNET
@@ -43,14 +46,11 @@ UNCHANGED,UNCHANGE,SPACY
 UNPUBLISHED,UNPUBLISHE,SPACY
 BIS,BI,WORDNET
 UNEMPLOYED,UNEMPLOYE,SPACY
-FORTHCOMING,FORTHCOME,SPACY
 METAPHYSICS,METAPHYSIC,SPACY
 UNAFFECTED,UNAFFECTE,SPACY
-RENOWNED,RENOWNE,SPACY
 TALENTED,TALENTE,SPACY
 UNFINISHED,UNFINISHE,SPACY
 MS,M,WORDNET
-AESTHETICS,AESTHETIC,WORDNET
 INFRARED,INFRARE,SPACY
 DISINTERESTED,DISINTERESTE,SPACY
 OS,O,WORDNET
@@ -244,7 +244,6 @@ GASWORKS,GASWORK,SPACY
 BULLETED,BULLETE,SPACY
 ARTEL,ROTL,WORDNET
 HEARTSTRINGS,HEARTSTRING,SPACY
-INCREMENTING,INCREMENTE,SPACY
 UNCLEARED,UNCLEARE,SPACY
 CONSOLS,CONSOL,SPACY
 MUDFLATS,MUDFLAT,SPACY
@@ -438,7 +437,6 @@ COSMONAUTICS,COSMONAUTIC,SPACY
 WHOLEGRAINS,WHOLEGRAIN,SPACY
 NEEDMENTS,NEEDMENT,SPACY
 ACHATES,ACHATE,SPACY
-PRECOMPILING,PRECOMPILE,SPACY
 BALUSTERED,BALUSTERE,SPACY
 JUGGINS,JUGGIN,SPACY
 UNCONFIGURED,UNCONFIGURE,SPACY
@@ -475,7 +473,6 @@ REEDING,REEDE,SPACY
 INTERCROSSING,INTERCROSSE,SPACY
 UNDEDUCTED,UNDEDUCTE,SPACY
 AGOGICS,AGOGIC,SPACY
-UNATTENDING,UNATTENDE,SPACY
 OVERMASTED,OVERMASTE,SPACY
 GILES,GILE,SPACY
 NONCOPYRIGHTED,NONCOPYRIGHTE,SPACY
@@ -523,7 +520,6 @@ EUPHRATES,EUPHRATE,SPACY
 TROWING,TROWE,SPACY
 LACEUPS,LACEUP,SPACY
 ALIPED,ALIPE,SPACY
-TALIPED,TALIPE,SPACY
 RAMSES,RAMSE,SPACY
 CENTRONICS,CENTRONIC,SPACY
 MITHRAS,MITHRA,WORDNET
diff --git a/wordlist/01-lemmatized-words.csv.gz b/wordlist/01-lemmatized-words.csv.gz
index a60bca7..ed25ff5 100644
Binary files a/wordlist/01-lemmatized-words.csv.gz and b/wordlist/01-lemmatized-words.csv.gz differ
diff --git a/wordlist/01-lemmatized-words.py b/wordlist/01-lemmatized-words.py
index 4040898..ef80291 100755
--- a/wordlist/01-lemmatized-words.py
+++ b/wordlist/01-lemmatized-words.py
@@ -22,12 +22,20 @@ nlp = spacy.load("en_core_web_trf", disable=["parser", "ner"])
 print("Loading initial wordlist")
 
 words = []
-with open("./00-dsiquintans-nounlist.txt", "r") as infile:
-    for line in infile:
-        words.append(line.split(",")[0].strip())
-with gzip.open("./00-frequency-list.csv.gz", "r") as infile:
-    for line in infile:
-        words.append(line.decode("ascii").split(",")[0])
+
+for file in [
+    "./00-oxford-5000.txt",
+    "./00-desiquintans-nounlist.txt",
+    "./00-frequency-list.csv.gz",
+]:
+    if file.endswith(".gz"):
+        with gzip.open(file, "r") as infile:
+            for line in infile:
+                words.append(line.decode("ascii").split(",")[0])
+    else:
+        with open(file, "r") as infile:
+            for line in infile:
+                words.append(line.split(",")[0].strip())
 
 # Remove header
 words = words[1:]
@@ -36,7 +44,8 @@ print(words[0:5])
 
 print("Lemmatizing words")
 
-seen_lemmatizations = set()
+# seen_lemmatizations = set()
+seen_words = set()
 
 with open("./01-errored-lemmatized-words.csv", "w") as erroutfile:
     erroutfile.write("WORD,ATTEMPTED_LEMMATIZATION,LEMMATIZER\n")
@@ -44,27 +53,33 @@ with open("./01-errored-lemmatized-words.csv", "w") as erroutfile:
     with gzip.open("./01-lemmatized-words.csv.gz", "w") as outfile:
         outfile.write("WORD,LEMMATIZED_WORD,LEMMATIZER\n".encode("ascii"))
 
+        # Make a progress bar so logs can be printed
         iter = tqdm(words)
 
-        for word in iter:
+        # Zip (progress bar-ed) word list with nlp.pipe so nlp can process chunks at a time
+        for (word, spacy_word) in zip(iter, nlp.pipe(words)):
             lemmatized_words = [
-                # Wordnet
                 (wordnet.lemmatize(word.lower()).upper(), "WORDNET"),
-                # Spacy
-                (nlp(word)[0].lemma_.upper().upper(), "SPACY"),
+                (spacy_word[0].lemma_.upper(), "SPACY"),
             ]
 
             for lemmatized_word, lemmatizer in lemmatized_words:
-                if word == lemmatized_word:
-                    continue
+                # if word == lemmatized_word:
+                #     # This word is its own lemmatization
+                #     continue
 
-                if (word, lemmatized_word) in seen_lemmatizations:
-                    continue
+                # Skip words if we've already lemmatized them
+                # if (word, lemmatized_word) in seen_lemmatizations: continue
+                # seen_lemmatizations.add((word, lemmatized_word))
 
-                seen_lemmatizations.add((word, lemmatized_word))
+                # Skip words if they've already been added
+                if lemmatized_word in seen_words:
+                    iter.write(f"{lemmatized_word} ({lemmatizer})\talready in seen_words")
+                    continue
+                seen_words.add(lemmatized_word)
 
                 if lemmatized_word not in words:
-                    iter.write(f"{lemmatized_word} ({lemmatizer}) not in all_words")
+                    iter.write(f"{lemmatized_word} ({lemmatizer})\tnot in all_words")
                     erroutfile.write(f"{word},{lemmatized_word},{lemmatizer}\n")
                     continue
 
diff --git a/wordlist/03-exclude.csv b/wordlist/03-exclude.csv
index cc34edc..74cf335 100644
--- a/wordlist/03-exclude.csv
+++ b/wordlist/03-exclude.csv
@@ -10,6 +10,7 @@ ABBE
 ABBEY
 ABBOT
 ABC
+ABDOMINAL
 ABE
 ABEL
 ABERDEEN
@@ -21,6 +22,7 @@ ABOLITION
 ABORIGINAL
 ABORTION
 ABRAHAM
+ABSENT
 ABSURD
 ABSURDITY
 ABU
@@ -31,6 +33,7 @@ AC
 ACACIA
 ACCIDENT
 ACCOMMODATION
+ACCUSED
 ACETATE
 ACHILLES
 ACME
@@ -44,6 +47,7 @@ ADDICTION
 ADDIS
 ADELAIDE
 ADEN
+ADENOID
 ADJUTANT
 ADMIN
 ADMIRALTY
@@ -57,6 +61,7 @@ ADULTERY
 ADULTHOOD
 ADVERSE
 ADVERTISER
+ADVIZE
 AEGEAN
 AERO
 AERONAUTICAL
@@ -77,6 +82,8 @@ AFTERLIFE
 AGE
 AGGRADATION
 AGGRESSION
+AGGRESSIVE
+AGITATION
 AGLET
 AGNES
 AGONY
@@ -85,6 +92,7 @@ AGRO
 AGRONOMY
 AH
 AHA
+AIDS
 AIL
 ALA
 ALABAMA
@@ -125,6 +133,7 @@ ALMANAC
 ALMIGHTY
 ALPINE
 ALT
+ALTAR
 ALTO
 ALTON
 AMAZON
@@ -148,6 +157,7 @@ AMY
 ANA
 ANAL
 ANALGESIA
+ANCESTOR
 AND
 ANDEAN
 ANDERSEN
@@ -162,6 +172,7 @@ ANGLICAN
 ANGLO
 ANGOLA
 ANGRILY
+ANGRY
 ANGUISH
 ANGUS
 ANIL
@@ -247,6 +258,7 @@ ARREST
 ARROGANCE
 ARSENIC
 ARTHUR
+ARTILLERY
 ARYAN
 AS
 ASA
@@ -280,6 +292,7 @@ ATLANTIC
 ATLAS
 ATM
 ATTRACTION
+ATTRACTIVE
 AUBREY
 AUBURN
 AUCKLAND
@@ -319,9 +332,11 @@ BACH
 BACHELOR
 BACKBURN
 BACK-UP
+BACKWARD
 BACTERIOLOGY
 BADEN
 BADGER
+BADLY
 BAGHDAD
 BAHAMAS
 BAHRAIN
@@ -335,6 +350,7 @@ BALDWIN
 BALKAN
 BALTIC
 BALTIMORE
+BAN
 BANCO
 BANCROFT
 BANG
@@ -360,6 +376,7 @@ BARONESS
 BARONET
 BAROQUE
 BARRAGE
+BARRIER
 BARROW
 BARRY
 BART
@@ -393,6 +410,7 @@ BECKY
 BEDFORD
 BEECH
 BEETHOVEN
+BEG
 BEGGAR
 BEGONIA
 BEHEADING
@@ -463,6 +481,7 @@ BLACKFISH
 BLACKNESS
 BLADDER
 BLAKE
+BLAME
 BLANC
 BLANCHE
 BLAND
@@ -489,11 +508,13 @@ BOEING
 BOER
 BOHEMIA
 BOHEMIAN
+BOIL
 BOLIVAR
 BOLIVIA
 BOLOGNA
 BOLSHEVIK
 BOM
+BOMB
 BOMBAY
 BOMBER
 BOMBING
@@ -591,7 +612,9 @@ BROWNIE
 BROWNING
 BRUNEI
 BRUSSELS
+BRUTAL
 BRUTALITY
+BRUTALIZE
 BRUTUS
 BUCHAREST
 BUCKINGHAM
@@ -724,6 +747,7 @@ CATHOLIC
 CATHOLICISM
 CAUCASIAN
 CAUCASUS
+CAUTION
 CAVENDISH
 C-CLAMP
 CD
@@ -754,6 +778,7 @@ CHAPLAIN
 CHAPLIN
 CHAPMAN
 CHARD
+CHARITYFATAL
 CHARLATAN
 CHARLEMAGNE
 CHARLES
@@ -770,6 +795,7 @@ CHATHAM
 CHATTANOOGA
 CHAUCER
 CHAUVINIST
+CHEAP
 CHEEK
 CHEESECAKE
 CHELTENHAM
@@ -912,12 +938,15 @@ COMMUNICANT
 COMMUNIST
 COMPASSIONATE
 COMPETITION
+COMPETITIVE
 COMPETITOR
 COMPLAIN
 COMPLAINANT
 COMPLAINING
 COMPLAINT
+COMPLICATION
 COMPOST
+COMPROMIZE
 COMPTROLLER
 COMRADE
 COMRADESHIP
@@ -936,6 +965,7 @@ CONFEDERATION
 CONFLICT
 CONFUCIUS
 CONGO
+CONGREGATION
 CONGREGATIONAL
 CONGRESS
 CONGRESSIONAL
@@ -945,8 +975,10 @@ CONNECTICUT
 CONNER
 CONNIE
 CONNOR
+CONQUER
 CONRAD
 CONSENT
+CONSEQUENTLY
 CONSERVANCY
 CONSERVATIVE
 CONSERVATORY
@@ -965,6 +997,7 @@ CONTIGUOUS
 CONTRABAND
 CONTROVERSY
 CONVERSELY
+CONVICT
 CONVICTION
 CONVOCATION
 COO
@@ -984,6 +1017,8 @@ CORNELL
 CORNISH
 CORNWALL
 CORPSE
+CORRUPT
+CORRUPTION
 CORTES
 COSTA
 COSTAL
@@ -992,14 +1027,17 @@ COTE
 COULOMB
 COUNCILLOR
 COUNTER-FORCE
+COUNTERPART
 COUNTESS
 COURIER
 COVE
 COVENTRY
+COW
 COWAN
 COX
 COYOTE
 CPU
+CRACK
 CRANE
 CRAP
 CRAVEN
@@ -1028,6 +1066,7 @@ CROW
 CRT
 CRUCIFY
 CRUEL
+CRUSH
 CRUZ
 CUBA
 CUBAN
@@ -1041,6 +1080,7 @@ CUR
 CURATOR
 CURIE
 CURRY
+CURSE
 CURT
 CUTANEOUS
 CUTLER
@@ -1108,12 +1148,15 @@ DECISION-MAKING
 DECKER
 DECREE
 DEE
+DEEP
+DEFFICIENCY
 DEFIANCE
 DEI
 DEL
 DELAWARE
 DELHI
 DELIA
+DELICATE
 DELINQUENCY
 DELL
 DELPHI
@@ -1128,14 +1171,18 @@ DEPRESSION
 DEPRESSIVE
 DERBY
 DERBYSHIRE
+DERIVATIVE
 DERRICK
 DESCARTES
+DESCENDANT
 DESEGREGATION
 DESIRABLE
 DESMOND
+DESPAIR
 DESPERATION
 DETROIT
 DEUTERONOMY
+DEVIATION
 DEVON
 DEVONIAN
 DEVONSHIRE
@@ -1144,6 +1191,7 @@ DIANA
 DICK
 DICKENS
 DICKEY
+DICTATE
 DICTATORSHIP
 DIE
 DIEGO
@@ -1154,6 +1202,7 @@ DIOCESAN
 DIP
 DIRECTIVE
 DIRECTORATE
+DISABILITY
 DISADVANTAGE
 DISAPPOINT
 DISAPPOINTMENT
@@ -1161,14 +1210,19 @@ DISCHARGE
 DISCHARGING
 DISCRIMINATE
 DISCURSIVE
+DISGUIZE
 DISINTEGRATE
 DISINTEGRATION
 DISMAL
 DISNEY
 DISOBEDIENCE
+DISPLACEMENTWARRIOR
 DISQUALIFICATION
+DISREGARD
 DISSEMINATION
 DISSIPATION
+DISTRESS
+DISTURB
 DITTO
 DIVERSITY
 DIVISION
@@ -1210,9 +1264,11 @@ DRAPER
 DRESDEN
 DROOP
 DROSOPHILA
+DROVE
 DROWN
 DRUG
 DRUGGIST
+DRUNK
 DRUNKEN
 DUBLIN
 DUCHESS
@@ -1256,13 +1312,18 @@ EDNA
 EDWARD
 EDWIN
 EEC
+EFFICACY
 EGYPT
 EGYPTIAN
 EH
+EIGHTH
+EIGHTY
 EINSTEIN
 EL
+ELD
 ELEANOR
 ELECTRO
+ELEVEN
 ELGIN
 ELIJAH
 ELIOT
@@ -1290,6 +1351,8 @@ EMILY
 EMMA
 EMMANUEL
 EMORY
+EMPEROR
+EMPIRE
 EMPRESS
 EMULSION
 EN
@@ -1310,6 +1373,7 @@ EPIDEMIOLOGY
 EPILOGUE
 EPISCOPAL
 EPISTLE
+EQUITY
 ERADICATE
 ERADICATION
 ERASMUS
@@ -1333,6 +1397,7 @@ ESTONIA
 ETA
 ETC
 ETHEL
+ETHICAL
 ETHIOPIA
 ETHIOPIAN
 ETHNIC
@@ -1359,16 +1424,21 @@ EX
 EXACERBATE
 EXCEL
 EXCELLENCY
+EXCESSIVE
 EXCHEQUER
 EXCLUDE
 EXECUTE
+EXECUTION
 EXECUTOR
 EXETER
+EXHAUST
 EX-HUSBAND
 EXODUS
 EXPEDITIONARY
+EXPENSIVE
 EXPLOITATION
 EXPLORER
+EXPLOSION
 EX-WIFE
 EYRE
 EZRA
@@ -1419,6 +1489,7 @@ FICTITIOUS
 FIDE
 FIELDING
 FIFE
+FIFTH
 FIJI
 FILTHY
 FINCH
@@ -1441,6 +1512,7 @@ FLEXOR
 FLINT
 FLIP-FLOPS
 FLO
+FLOOD
 FLORENCE
 FLORENTINE
 FLORIDA
@@ -1455,8 +1527,10 @@ FORTRAN
 FORUM
 FOUNDATION
 FOURIER
+FOURTH
 FOWLER
 FOX
+FRACTURE
 FRAIL
 FRANCE
 FRANCES
@@ -1552,6 +1626,7 @@ GETTYSBURG
 GHANA
 GHENT
 GHETTO
+GHOST
 GIBBON
 GIBRALTAR
 GIDEON
@@ -1643,6 +1718,7 @@ HALF-SISTER
 HALIFAX
 HALLE
 HALLUCINATION
+HALT
 HAMBURG
 HAMILTON
 HAMLET
@@ -1691,6 +1767,7 @@ HAZARDOUS
 HAZEL
 HE
 HEAD
+HEADQUARTER
 HEALTH-CARE
 HEART-THROB
 HEATH
@@ -1703,6 +1780,7 @@ HEIDELBERG
 HEINE
 HELEN
 HELENA
+HELL
 HELLENIC
 HELLENISTIC
 HELLER
@@ -1757,6 +1835,7 @@ HODGE
 HOE
 HOGARTH
 HOLLAND
+HOLLOW
 HOLLY
 HOLLYWOOD
 HOLOCAUST
@@ -1769,6 +1848,7 @@ HOMO
 HOMOSEXUAL
 HOMOSEXUALITY
 HONDURAS
+HONERABLE
 HONG
 HONOLULU
 HOOKER
@@ -1776,6 +1856,7 @@ HOOPER
 HOOVER
 HORACE
 HORATIO
+HORMONE
 HORROR
 HORTICULTURAL
 HOSTAGE
@@ -1795,6 +1876,7 @@ HUGH
 HUGO
 HUH
 HULL
+HUMBLE
 HUMILIATION
 HUMPHREY
 HUN
@@ -1823,13 +1905,16 @@ ID
 IDA
 IDAHO
 IDE
+IDEOLOGICAL
 IDIOT
 IE
 IEEE
+IGNORANT
 IK
 IKE
 ILIAC
 ILIAD
+ILLEGAL
 ILLEGITIMATE
 ILLINOIS
 IMAM
@@ -1841,7 +1926,10 @@ IMMUNOLOGY
 IMP
 IN
 INADEQUACY
+INCIDENCE
+INCLUSION
 INCOMPETENT
+INDEPENDENTLY
 INDIA
 INDIAN
 INDIANA
@@ -1853,30 +1941,39 @@ INDONESIA
 INDONESIAN
 INDUS
 INFECT
+INFERIOR
 INFERIORITY
 INFIRMARY
 INFLAMMATION
+INFLATION
 INFLICT
 INFO
+INGRESS
 INIQUITY
 IN-JOKE
+INJURE
 IN-LAWS
 INN
+INNOCENT
 INQUISITION
 INS
 INSECURITY
 INSIDE
+INSTITUTIONAL
 INSUFFICIENT
 INSULAR
 INSULT
 INTEL
 INTERCOURSE
 INTERESTINGLY
+INTERFERENCE
 INTERGOVERNMENTAL
 INTERN
 INTERNATIONALE
 INTERSTITIAL
+INTIMATE
 INTOXICATE
+INVASION
 INVERNESS
 IOWA
 IP
@@ -1893,6 +1990,7 @@ IRIS
 IRISH
 IRISHMAN
 IRONICALLY
+IRREGULAR
 ISA
 ISAAC
 ISABEL
@@ -1904,6 +2002,7 @@ ISLAM
 ISLAMIC
 ISM
 ISO
+ISOLATED
 ISRAEL
 ISRAELI
 ISRAELITE
@@ -1926,7 +2025,6 @@ JAIL
 JAIN
 JAKARTA
 JAKE
-JALAPEÑO
 JAMA
 JAMAICA
 JAMES
@@ -2045,6 +2143,7 @@ KEVIN
 KEYSTONE
 KHAN
 KHRUSHCHEV
+KICK
 KICK-OFF
 KID
 KIDNAPPING
@@ -2072,6 +2171,7 @@ KUWAIT
 KYOTO
 LA
 LAB
+LABOURER
 LABRADOR
 LAC
 LACY
@@ -2150,6 +2250,7 @@ LIB
 LIBEL
 LIBER
 LIBERALITY
+LIBERATION
 LIBERIA
 LIBRARIAN
 LIBYA
@@ -2186,6 +2287,7 @@ LOCH
 LOCKHEED
 LODGE
 LOESS
+LOGGIA
 LOMBARD
 LONDON
 LONELY
@@ -2193,6 +2295,7 @@ LONGFELLOW
 LONGITUDE
 LONGMAN
 LOO
+LOOSE
 LOR
 LORD
 LORDSHIP
@@ -2204,6 +2307,7 @@ LOUISA
 LOUISE
 LOUISIANA
 LOUISVILLE
+LOUT
 LOUVRE
 LOVER
 LSD
@@ -2236,6 +2340,7 @@ MACEDONIAN
 MACINTOSH
 MACK
 MACKENZIE
+MAD
 MADAGASCAR
 MADAM
 MADDEN
@@ -2277,7 +2382,9 @@ MANDARIN
 MANHATTAN
 MANHOOD
 MANILA
+MANIPULATION
 MANITOBA
+MANKIND
 MANLY
 MANN
 MANNING
@@ -2321,6 +2428,8 @@ MASON
 MASONIC
 MASSACHUSETTS
 MASSACRE
+MASSIVE
+MATE
 MATER
 MATILDA
 MATT
@@ -2341,7 +2450,9 @@ MEAT
 MECCA
 MEDAL
 MEDICARE
+MEDICATION
 MEDICI
+MEDIEVAL
 MEDINA
 MEDITERRANEAN
 MEG
@@ -2379,6 +2490,7 @@ MIDDLESEX
 MIDLAND
 MIDWEST
 MIDWESTERN
+MIGRATION
 MIKE
 MIL
 MILAN
@@ -2401,8 +2513,10 @@ MIOCENE
 MIRANDA
 MIRIAM
 MISCELLANEOUS
+MISERABLE
 MISFORTUNE
 MISLEAD
+MISSIONARY
 MISSISSIPPI
 MISSOURI
 MISTER
@@ -2433,6 +2547,7 @@ MONTANA
 MONTE
 MONTGOMERY
 MONTREAL
+MONUMENT
 MOODY
 MOOR
 MOORE
@@ -2446,7 +2561,9 @@ MORMON
 MOROCCAN
 MOROCCO
 MORRIS
+MORROW
 MORSE
+MORTAL
 MORTIMER
 MOSCOW
 MOSES
@@ -2471,6 +2588,7 @@ MURDERER
 MURDEROUS
 MURDOCH
 MURIEL
+MURMUR
 MURPHY
 MURRAY
 MUSE
@@ -2549,6 +2667,7 @@ NIGERIAN
 NIGHTINGALE
 NILE
 NINA
+NINETY
 NIPPON
 NISI
 NIXON
@@ -2581,11 +2700,14 @@ NUT
 NY
 OAKLAND
 OB
+OBEY
 OBSERVATORY
 OBSTETRICS
 OCCIDENTAL
 OCEANIA
 OCEANOGRAPHY
+ODD
+ODDS
 ODE
 ODESSA
 ODYSSEUS
@@ -2654,6 +2776,7 @@ PACT
 PADRE
 PADUA
 PAGAN
+PAINFUL
 PAKISTAN
 PAKISTANI
 PAL
@@ -2667,6 +2790,7 @@ PAMELA
 PANAMA
 PANCREAS
 PANCREATIC
+PANIC
 PANTHEON
 PANTHER
 PAP
@@ -2718,6 +2842,7 @@ PEGGY
 PEKING
 PELL
 PEMBROKE
+PENALTY
 PENANCE
 PENELOPE
 PENGUIN
@@ -2778,11 +2903,13 @@ PITMAN
 PITTSBURGH
 PIUS
 PL
+PLAINTIFF
 PLANCK
 PLATA
 PLATO
 PLATONIC
 PLAZA
+PLEAD
 PLEISTOCENE
 PLENIPOTENTIARY
 PLENUM
@@ -2818,6 +2945,7 @@ PORTUGAL
 PORTUGUESE
 POSTAL
 POSTMASTER
+POT
 POTSDAM
 POTTER
 POVERTY
@@ -2826,10 +2954,12 @@ PR
 PRAGUE
 PRAXIS
 PRE
+PREACH
 PREDATOR
 PREFECTURE
 PREGNANCY
 PREHEAT
+PREJUDICE
 PREMIER
 PRENTICE
 PRESBYTERIAN
@@ -2845,6 +2975,7 @@ PROBE
 PROBLEMATIC
 PROCTOR
 PROD
+PRODUCTIVE
 PROF
 PROFANE
 PROG
@@ -2852,6 +2983,7 @@ PROLETARIAN
 PROM
 PROMETHEUS
 PROOF-READER
+PROPHET
 PROSTITUTE
 PROSTITUTION
 PROTECTORATE
@@ -2892,6 +3024,7 @@ QUATERNARY
 QUEBEC
 QUEENSLAND
 QUEER
+QUIT
 QUIXOTE
 QUO
 QUOD
@@ -2906,6 +3039,7 @@ RADICAL
 RADICALISM
 RADICALLY
 RADIOLOGY
+RAGE
 RAJ
 RAJA
 RAJAH
@@ -2929,6 +3063,7 @@ RE
 REAGAN
 REALTY
 REBECCA
+REBEL
 REBELLIOUS
 RECESSION
 RECTAL
@@ -2952,6 +3087,7 @@ RELUCTANT
 REMBRANDT
 REMINGTON
 RENAISSANCE
+RENAL
 REP
 REPARATION
 REPRESENTATION
@@ -2959,12 +3095,15 @@ REPRESSION
 REPRODUCTIVE
 REPUBLICAN
 REPULSE
+RESCUE
 RESTATEMENT
+RESTRICTION
 RET
 RETARD
 RETARDATION
 RETARDING
 RETHINKING
+RETREAT
 REUBEN
 REV
 REVERE
@@ -2982,6 +3121,8 @@ RICHELIEU
 RICHMOND
 RICK
 RICO
+RIFLE
+RIGID
 RIO
 RITA
 RIVERSIDE
@@ -3051,6 +3192,7 @@ SAC
 SACRAMENT
 SACRAMENTO
 SACRED
+SAD
 SADDAM
 SADIE
 SADLY
@@ -3114,13 +3256,18 @@ SCOTLAND
 SCOTT
 SCOTTISH
 SCOUT
+SCREAM
+SCREW
 SCREW-UP
 SCRIPTURE
 SEATTLE
 SEBASTIAN
 SEC
+SECOND
 SECONDLY
 SECRETARIAT
+SECRETARY
+SECRETION
 SECY
 SEGREGATION
 SEINE
@@ -3145,6 +3292,8 @@ SERGEANT
 SERIAL
 SERMON
 SESSIONAL
+SEVENTEENTH
+SEVENTH
 SEVERN
 SEVILLE
 SEX
@@ -3176,6 +3325,7 @@ SHIT
 SHOE-HORN
 SHOEMAKER
 SHOTGUN
+SHOUT
 SHOWER
 SHOW-STOPPER
 SHREWSBURY
@@ -3199,6 +3349,7 @@ SILURIAN
 SIM
 SIMEON
 SIMON
+SIMPLICITY
 SINAI
 SINCLAIR
 SINGAPORE
@@ -3208,10 +3359,15 @@ SIOUX
 SISTER
 SISTER-IN-LAW
 SIVA
+SIXTEEN
+SIXTH
+SIXTY
+SKETCH
 SKINNER
 SLATER
 SLAVERY
 SLAVIC
+SLAY
 SLOUGH
 SLOVAK
 SLOVAKIA
@@ -3246,6 +3402,7 @@ SOVIET
 SPAIN
 SPANIARD
 SPANISH
+SPARE
 SPARROW
 SPARTA
 SPARTAN
@@ -3255,6 +3412,7 @@ SPENCER
 SPENSER
 SPERM
 SPINOZA
+SPRAY
 SPRINGER
 SPRINGFIELD
 SPRINT
@@ -3310,6 +3468,7 @@ STREPTOCOCCUS
 STUART
 STURGEON
 STUTTGART
+STY
 SUB
 SUBCOMMITTEE
 SUBTOTAL
@@ -3324,8 +3483,10 @@ SULTAN
 SUMATRA
 SUP
 SUPERANNUATION
+SUPERFICIALPOLLUTION
 SUPREME
 SURETY
+SURRENDER
 SURREY
 SUSAN
 SUSANNA
@@ -3362,6 +3523,7 @@ TAM-O'-SHANTER
 TAMPA
 TANG
 TANGANYIKA
+TANK
 TANK-TOP
 TANNER
 TANZANIA
@@ -3377,14 +3539,18 @@ TELE
 TELECOM
 TELEX
 TEMPER
+TEMPT
 TENNESSEE
 TENNYSON
 TERENCE
 TERESA
+TERMINATION
 TERRIBLY
+TERROR
 TERRY
 TERTIARY
 TESTAMENT
+TESTIFY
 TEUTONIC
 TEXAS
 TH
@@ -3396,11 +3562,13 @@ THEBES
 THENCE
 THEODORE
 THEOLOGICAL
+THEOLOGY
 THERAPEUTICS
 THERAPY
 THERESA
 THERETO
 THETA
+THIRD
 THIRDLY
 THOMAS
 THOMPSON
@@ -3455,6 +3623,7 @@ TRENTON
 TRIBAL
 TRIBUNE
 TRIESTE
+TRIGGER
 TRINIDAD
 TRINITY
 TRIPOLI
@@ -3498,6 +3667,7 @@ UN
 UNA
 UNCLASSIFIED
 UNCONSTITUTIONAL
+UNDERMINE
 UNDERWOOD
 UNDULY
 UNEASINESS
@@ -3525,6 +3695,7 @@ UTAH
 UTERINE
 UTOPIA
 UTRECHT
+UTTER
 VAGINA
 VAGINAL
 VAIL
@@ -3534,6 +3705,7 @@ VALENTINE
 VALLEY
 VAN
 VANCOUVER
+VANISH
 VAPOR
 VAPOUR
 VASSAL
@@ -3574,6 +3746,8 @@ VIKING
 VILLA
 VINCENT
 VIOLA
+VIOLATION
+VIOLENT
 VIOLENTLY
 VIRGIL
 VIRGIN
@@ -3614,10 +3788,12 @@ WATERMAN
 WATSON
 WATT
 WEAKLY
+WEALTHY
 WEAVER
 WEB
 WEBER
 WEBSTER
+WEEP
 WEIMAR
 WEIR
 WEIRD
@@ -3627,10 +3803,12 @@ WELLINGTON
 WELSH
 WEN
 WESTMINSTER
+WET
 WET-BAR
 WHEELER
 WHEELING
 WHENCE
+WHEREBY
 WHEREFORE
 WHIG
 WHIP
@@ -3640,6 +3818,8 @@ WHISTLER
 WHITEHALL
 WHITING
 WHITMAN
+WHOLLY
+WIDOW
 WIENER
 WIFE
 WIGHT
diff --git a/wordlist/04-deduplicated-words.csv b/wordlist/04-deduplicated-words.csv
index ca5b6fd..1f03eb9 100644
--- a/wordlist/04-deduplicated-words.csv
+++ b/wordlist/04-deduplicated-words.csv
@@ -1,2610 +1,2383 @@
 WORD,NUMBER
 THE,0
 OF,1
-TO,2
-THAT,3
-HAVE,4
-FOR,5
-FOUR,5
-WITH,6
-BY,7
-BYE,7
-ON,8
-THIS,9
-HIS,10
-KNOT,11
-KNOTS,11
-NOT,11
-FROM,12
-WHICH,13
-THEY,14
-AT,15
-WILL,16
-CAN,17
-BUT,18
-THEIR,19
-WED,20
-WE,20
-MUCH,21
-ONE,22
-ALL,23
-YOU,24
-WHO,25
-MAY,26
-OTHER,27
-MAKE,28
-TIME,29
-SAYING,30
-SAY,30
-NO,31
-THAN,32
-THERE,33
-USE,34
-WHEN,35
-INTO,36
-SHALL,37
-SEEING,38
-SEE,38
-ONLY,39
-SOME,40
-IF,41
-MY,42
-OUT,43
-TAKE,44
-ABOUT,45
-SUCH,46
-ALSO,47
-GIVE,48
-GIVING,48
-TWO,49
-ANY,50
-WORK,51
-WORKING,51
-WHAT,52
-GOING,53
-GO,53
-YEAR,54
-KNOWING,55
-NOSE,55
-KNOW,55
-WELL,56
-WELLING,56
-OUR,57
-FIRST,58
-COMING,59
-COME,59
-MOST,60
-VERY,61
-VARY,61
-GREAT,62
-GRATE,62
-BETWEEN,63
-THIN,64
-THINNER,64
-THEN,64
-LIKE,65
-LIKING,65
-OVER,66
-DAZE,67
-DAZED,67
-DAY,67
-MUST,68
-WAY,69
-WEIGHING,69
-WEIGH,69
-MANY,70
-EVENING,71
-EVEN,71
-AFTERS,72
-AFTER,72
-LIFE,73
-YOUR,74
-SAME,75
-THRU,76
-THROUGH,76
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-PEOPLES,78
-PEOPLE,78
-WHERE,79
-PLACE,80
-FORMING,81
-FORM,81
-BECOME,82
-BECOMING,82
-LONG,83
-CASE,84
-NOW,85
-NEW,86
-OWN,87
-BEFORE,88
-UPON,89
-MEAN,90
-MEANS,90
-MEANING,90
-STATE,91
-SHOW,92
-SHOWING,92
-FOLLOW,93
-FOLLOWING,93
-GET,94
-GETTING,94
-CALL,95
-CALLING,95
-BECAUSE,96
-HIGH,97
-UNDER,98
-EACH,99
-SYSTEM,100
-FURTHER,101
-FURTHERING,101
-FARTHER,101
-FAR,101
-POINT,102
-BOTH,103
-FOUND,104
-CHANGE,105
-CHANGING,105
-GOODS,106
-GOOD,106
-RIGHTING,107
-RIGHT,107
-NUMBER,108
-HAND,109
-HOW,110
-LARGE,111
-WITHOUT,112
-PRESENT,113
-PRESENTING,113
-LITTLE,114
-THREE,115
-ORDERING,116
-ORDER,116
-WRITE,117
-LOOK,118
-LOOKING,118
-THING,119
-RESULT,120
-SEEM,121
-POWER,122
-OLD,123
-DOWN,124
-BEGIN,125
-INTEREST,126
-INTERESTING,126
-AGAINST,127
-WORLD,128
-COUNTRY,129
-STUDY,130
-GROUP,131
-BACK,132
-ENDING,133
-END,133
-SMALL,134
-WORD,135
-JUST,136
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-STILL,138
-LATE,139
-TOO,140
-FEELING,141
-FEEL,141
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-THINK,142
-THINKING,142
-ANOTHER,143
-SET,144
-TELLING,145
-TELL,145
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-INCREASE,146
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-VALUE,152
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-AFFECT,156
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-PROVIDE,157
-WATER,158
-PROCESS,159
-HOWEVER,160
-LAW,161
-LINE,162
-PROBLEM,163
-HOLD,164
-HERE,165
-WANT,166
-WANTING,166
-TERM,167
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-EXAMPLE,169
-QUESTIONING,170
-QUESTION,170
-BRING,171
-BRINGS,171
-FEW,172
-LESS,173
-LASTING,174
-LAST,174
-HIMSELF,175
-APPEARING,176
-APPEAR,176
-WITHIN,177
-LIVE,178
-LIVING,178
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-OFTEN,184
-LOW,185
-LOWING,185
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-PERSON,187
-SCHOOL,188
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-CONDITION,190
-HOUSE,191
-SOCIAL,192
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-AREA,194
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-VIEW,197
-VIEWING,197
-LEVELING,198
-LEVEL,198
-CONTROL,199
-GOVERNMENT,200
-ASKING,201
-ASK,201
-AMONG,202
-COURSE,203
-KEEPING,204
-KEEP,204
-THOUGH,205
-BOOK,206
-REQUIRE,207
-REQUIRING,207
-OFF,208
-ALWAYS,209
-OPEN,210
-OPENING,210
-SUBJECT,211
-PURR,212
-PER,212
-PUBLIC,213
-SINCE,214
-SECOND,215
-REMAINS,216
-REMAIN,216
-CONSIDER,217
-HUMAN,218
-MEET,219
-WHOLE,220
-LAND,221
-PUT,222
-POSSIBLE,223
-TYPE,224
-UNDERSTAND,225
-REASON,226
-BASE,227
-SERVICE,228
-EXPERIENCE,229
-PRODUCE,230
-MIND,231
-PERIOD,232
-INDIVIDUAL,233
-MEMBER,234
-MATTER,235
-LIGHT,236
-RETURNING,237
-RETURN,237
-DEVELOPMENT,238
-RATHER,239
-LOVING,240
-LOVE,240
-POLITICAL,241
-RATE,242
-EYE,243
-HELP,244
-HOME,245
-STAND,246
-ACTION,247
-FACE,248
-SUPPORT,249
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-CERTAIN,250
-WAR,251
-REPORT,252
-REPORTING,252
-RECEIVING,253
-RECEIVE,253
-ACT,254
-ACTING,254
-UNTIL,255
-POSITION,256
-ABOVE,257
-CLOSE,258
-HEAR,259
-HEARING,259
-METHOD,260
-AWAY,261
-KIND,262
-DEVELOP,263
-DEVELOPING,263
-PLAYING,264
-PLAY,264
-PATIENT,265
-READER,266
-READ,266
-MOVING,267
-MOVE,267
-YET,268
-CLASS,269
-CARRY,270
-CONTINUING,271
-CONTINUE,271
-LEARNING,272
-LEARN,272
-NATURE,273
-BUILD,274
-SEVERAL,275
-ITSELF,276
-FUNCTION,277
-IDEA,278
-TRYING,279
-TRY,279
-PLAN,280
-BELIEVE,281
-CONCERN,282
-SCENT,283
-CENTS,283
-CENT,283
-SENSE,283
-SENSED,283
-SCENTS,283
-SENSES,283
-BEST,284
-EITHER,285
-NOTE,286
-ACCOUNT,287
-THEMSELVES,288
-ONCE,289
-RUN,290
-CENTURY,291
-COMMON,292
-INFORMATION,293
-DESCRIBE,294
-ACTIVITY,295
-CITY,296
-WHETHER,297
-PARTY,298
-MATERIAL,299
-ISSUE,300
-LEAST,301
-PAY,302
-THEREFORE,303
-OCCUR,304
-BEARING,305
-BEAR,305
-ALMOST,306
-CELL,307
-HISTORY,308
-RULE,309
-NECESSARY,310
-EVEREST,311
-EVER,311
-POLICY,312
-SOMETHING,313
-NOTHING,314
-THUS,315
-MEASURE,316
-CONTAIN,317
-FIELD,318
-TEST,319
-ALLOW,320
-ALLOWING,320
-FRIEND,321
-REGARDING,322
-REGARD,322
-TRUE,323
-AROUND,324
-SEND,325
-SENDING,325
-DATUM,326
-FOOT,327
-GROWING,328
-GROW,328
-PURPOSE,329
-MODELLING,330
-MODEL,330
-FULL,331
-SPEAK,332
-SELF,333
-STRUCTURE,334
-TOGETHER,335
-LANGUAGE,336
-HALF,337
-PARTICULAR,338
-REACHING,339
-REACH,339
-LETTER,340
-HOUR,341
-ALREADY,342
-FREE,343
-ROOM,344
-DETERMINE,345
-INFLUENCE,346
-BUSINESS,347
-INVOLVE,348
-NEXT,349
-ADD,350
-ADS,350
-ADDS,350
-COST,351
-FIVE,352
-OBJECT,353
-DIFFERENCE,354
-VARIOUS,355
-EXISTING,356
-EXIST,356
-START,357
-STARTING,357
-HEART,358
-RELATION,359
-SUGGEST,360
-ESTABLISH,361
-CHARACTER,362
-OBTAIN,363
-REPRESENTING,364
-REPRESENT,364
-STUDENT,365
-OFFER,366
-OFFERING,366
-CLEARER,367
-CLEAR,367
-PROGRAM,368
-ENOUGH,369
-SHORTS,370
-SHORT,370
-APPROACH,371
-APPROACHING,371
-NIGHT,372
-KNIGHT,372
-ABLE,373
-SOCIETY,374
-LIMIT,375
-CREATE,376
-CREATING,376
-PRACTICE,377
-KNOWLEDGE,378
-MONTH,379
-LOSE,380
-THEORY,381
-PROPERTY,382
-CARE,383
-NEAR,384
-AMOUNT,385
-ANSWER,386
-ANSWERING,386
-ALONG,387
-COMPANY,388
-ATTEMPT,389
-FACTOR,390
-FACTORING,390
-DESIGN,391
-DESIGNING,391
-ECONOMIC,392
-ECONOMICS,392
-QUITE,393
-COMMUNITY,394
-STORIED,395
-STORY,395
-GROUND,396
-RECORD,397
-MARKET,398
-APPLY,399
-APPLYING,399
-FALL,400
-FALLING,400
-PRINCIPLE,401
-MONEY,402
-SITUATION,403
-USUALLY,404
-ESPECIALLY,405
-STRONG,406
-MOVEMENT,407
-BREAK,408
-REAL,409
-LOCAL,410
-SOON,411
-RELATING,412
-RELATE,412
-DIRECT,413
-SECTION,414
-SERVE,415
-FATHER,416
-ORGANISATION,417
-ORGANISATIONS,417
-ORGANIZATION,417
-HOPE,418
-HOPING,418
-LEAVING,419
-LEAVE,419
-COMPLETE,420
-AIR,421
-SURFACE,422
-RELATIONSHIP,423
-LET,424
-SOURCE,425
-TRAIN,426
-DEMAND,427
-MOMENT,428
-DRAW,429
-PRODUCT,430
-INDICATE,431
-SIMILAR,432
-CLAIMING,433
-CLAIM,433
-SINGLE,434
-LABOR,435
-TALKING,436
-TALK,436
-ROLE,437
-SON,438
-PRICE,439
-FIGURE,440
-EVENT,441
-EVIDENCE,442
-RESPECT,443
-EXPECT,444
-EXPECTING,444
-LAY,445
-ENTER,446
-DEAL,447
-TRADE,448
-REST,449
-PERHAPS,450
-ARM,451
-PRODUCTION,452
-COVER,453
-COVERING,453
-PAPER,454
-ALTHOUGH,455
-STEP,456
-AUTHORITY,457
-DISEASE,458
-ELEMENT,459
-ACCORDING,460
-ACCORD,460
-TOWN,461
-EDUCATION,462
-COURT,463
-DESIRING,464
-DESIRE,464
-POPULATION,465
-TOTAL,466
-NATURAL,467
-TREATMENT,468
-OPERATION,469
-DEGREE,470
-SHARE,471
-PAST,472
-REDUCE,473
-PROBABLY,474
-STAGE,475
-TEACH,476
-NATIONAL,477
-OBSERVE,478
-SITTING,479
-SIT,479
-EFFORT,480
-EXPRESS,481
-PRESSURE,482
-CHARGE,483
-ART,484
-THIRD,485
-FIRE,486
-RESEARCH,487
-DECISION,488
-SPECIAL,489
-ANALYSIS,490
-SUPPLY,491
-FUTURE,492
-BEHAVIOR,493
-ACCEPT,494
-SIZE,495
-SEEK,496
-SEEKING,496
-REALLY,497
-PLANT,498
-RAISE,499
-WEEK,500
-HUNDRED,501
-OFFICE,502
-SPACE,503
-MENTION,504
-RISING,505
-RISE,505
-RANGE,506
-HAPPEN,507
-HAPPENING,507
-EXPLAIN,508
-MAJOR,509
-WISH,510
-WISHING,510
-WHY,511
-LIE,512
-DETAIL,513
-REGION,514
-SOMETIMES,515
-SOMETIME,515
-ENERGY,516
-STANDARD,517
-SIMPLE,518
-REFERRING,519
-REFER,519
-SOUND,520
-FOOD,521
-MANOR,522
-MANNER,522
-SOLUTION,523
-AVAILABLE,524
-RESPONSE,525
-SPECIFIC,526
-GROWTH,527
-TOWARD,528
-TOWARDS,528
-POOR,529
-CURRENT,530
-HARD,531
-CUT,532
-DIFFICULT,533
-PROVING,534
-PROVE,534
-GENERALLY,535
-WALL,536
-SPIRIT,537
-ATTENTION,538
-SIGN,539
-PERSONAL,540
-SIX,541
-ANIMAL,542
-DISCUSS,543
-DISCUS,543
-NATION,544
-DIRECTION,545
-QUALITY,546
-MARK,547
-UNIT,548
-TRUTH,549
-CHAPTER,550
-ALONE,551
-TABLE,552
-ASSOCIATE,553
-ASSUME,554
-MAINTAIN,555
-LOSS,556
-INDUSTRY,557
-OPINION,558
-DEFINE,559
-DOOR,560
-IMAGE,561
-IMAGING,561
-CHOOSING,562
-CHOOSE,562
-INSTANCE,563
-PUBLISH,564
-CULTURE,565
-CULTURED,565
-RECOGNIZE,566
-WALK,567
-WALKING,567
-VOICE,568
-PROJECTING,569
-PROJECT,569
-ATTACK,570
-DATE,571
-MAIN,572
-LIST,573
-ANYTHING,574
-TREE,575
-PATTERN,576
-HEALTH,577
-LATTER,578
-PARTICULARLY,579
-FOREIGN,580
-FEAR,581
-TEACHER,582
-GIRL,583
-FLOWING,584
-FLOW,584
-LIKELY,585
-DEEP,586
-WORKER,587
-VISIT,588
-AUTHORING,589
-AUTHOR,589
-ACROSS,590
-ADDITION,591
-SEPARATE,592
-ADVANCE,593
-ADVANCING,593
-MILE,594
-STOP,595
-STOPPING,595
-PARENT,596
-PRIVATE,597
-PREPARE,598
-PREPARING,598
-CROSS,599
-FEATURE,600
-BASIS,601
-MODERN,602
-PAGE,603
-DUTY,604
-DECIDE,605
-TWENTY,606
-EXCEPT,607
-THOUSAND,608
-DEPEND,609
-DEPENDING,609
-OFFICER,610
-LENGTH,611
-RELIGIOUS,612
-TEMPERATURE,613
-EXPRESSION,614
-VOLUME,615
-APPLICATION,616
-INDEED,617
-PERFORMING,618
-PERFORM,618
-BELOW,619
-EQUAL,620
-BEHIND,621
-DOUBT,622
-DOUBTING,622
-PHYSICAL,623
-MINUTE,624
-STATEMENT,625
-MASS,626
-MILITARY,627
-PICTURE,628
-CAPITOL,629
-CAPITAL,629
-BEYOND,630
-REMEMBER,631
-REMEMBERING,631
-TEXT,632
-FIGHT,633
-SHIP,634
-TAX,635
-ORIGINAL,636
-FINE,637
-OUTSIDE,638
-NORMAL,639
-CHARACTERISTIC,640
-GAIN,641
-MORNING,642
-WIN,643
-WINNING,643
-ACID,644
-EXTEND,645
-EXTENDING,645
-LEADER,646
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-TEN,648
-WIDE,649
-SEA,650
-SCIENCE,651
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-DISCUSSION,653
-DRIVE,654
-IMPORTANCE,655
-TREAT,656
-DIFFICULTY,657
-BANK,658
-SIMPLY,659
-FILL,660
-CONTENT,661
-AVERAGE,662
-CONSIST,663
-AGREEING,664
-AGREE,664
-CONDUCT,665
-SURE,666
-SUFFER,667
-REMOVE,668
-REMOVING,668
-EASY,669
-STRIKE,670
-EMPLOY,671
-SUPPOSE,672
-FRONT,673
-COMMAND,674
-DISTANCE,675
-REFERENCE,676
-COMPARE,677
-COMPARING,677
-PIECE,678
-ROAD,679
-ROUND,680
-ADDRESS,681
-KING,682
-PREVENT,683
-SITE,684
-HEAT,685
-CONCEPT,686
-OPPORTUNITY,687
-SERIES,688
-BENEFIT,689
-MILLION,690
-FORMER,691
-LACK,692
-ARMY,693
-SHAPE,694
-WEIGHT,695
-PRESENCE,696
-SELL,697
-SORTER,698
-SORT,698
-TASK,699
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-WAIT,701
-WAITING,701
-RESOURCE,702
-SCALE,703
-ASPECT,704
-INSTITUTION,705
-EXTENT,706
-RISK,707
-RIVER,708
-SIGNIFICANT,709
-EXERCIZE,710
-TOP,711
-IDENTIFY,712
-INCOME,713
-INCOMING,713
-INTRODUCE,714
-BIG,715
-STRENGTH,716
-REACTION,717
-PERFORMANCE,718
-SUCCESS,719
-SOUL,720
-MANAGEMENT,721
-EARTH,722
-OFFICIAL,723
-CIRCUMSTANCE,724
-RELIGION,725
-ARRIVING,726
-ARRIVE,726
-PROCEDURE,727
-ARIZE,728
-ADVANTAGE,729
-ARTICLE,730
-MYSELF,731
-NEARLY,732
-SAVE,733
-EXISTENCE,734
-CENTRAL,735
-MARRY,736
-FAVOR,737
-FAVOUR,737
-FAVORING,737
-CONNECTION,738
-ACHIEVE,739
-SAMPLE,740
-BELONG,741
-ESTIMATE,742
-MIDDLE,743
-BED,744
-WRITER,745
-TECHNIQUE,746
-WATCH,747
-WATCHING,747
-OPERATE,748
-OPERATING,748
-NOTICE,749
-JOINING,750
-JOIN,750
-ABILITY,751
-VILLAGE,752
-PRESSING,753
-PRESS,753
-PEACE,754
-FIXING,755
-FIX,755
-DISTRIBUTION,756
-CHIEF,757
-PAIN,758
-GRANT,759
-COMPLEX,760
-RED,761
-FOCUS,762
-POTENTIAL,763
-THROW,764
-ELSE,765
-CLEARLY,766
-TEND,767
-TENDING,767
-RELATIVE,768
-HORSE,769
-ENEMY,770
-PROMISE,771
-SPECIE,772
-SPECIES,772
-DIRECTLY,773
-CHOICE,774
-FIRM,775
-AVOID,776
-DEAD,777
-FINAL,778
-FIT,779
-REFLECT,780
-REFLECTING,780
-STYLE,781
-DISCOVER,782
-IMMEDIATELY,783
-MERELY,784
-PROPOSING,785
-PROPOSE,785
-REALIZE,786
-WEAR,787
-CONSEQUENCE,788
-EVERYTHING,789
-MEDIA,790
-MEDIUM,790
-AGENT,791
-POSTING,792
-POST,792
-ACTUALLY,793
-IMPROVES,794
-IMPROVE,794
-OCCASION,795
-ATTITUDE,796
-SPEECH,797
-FAITH,798
-CONSTANT,799
-INSTEAD,800
-STAY,801
-STAYING,801
-THROUGHOUT,802
-VARIETY,803
-EASILY,804
-STREET,805
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-CONTRACT,806
-FORWARD,807
-FORWARDING,807
-PHASE,808
-EATS,809
-EAT,809
-DARK,810
-REPLY,811
-CONSIDERATION,812
-PROPER,813
-INTERNATIONAL,814
-MEMORY,815
-ENTIRE,816
-RACE,817
-VARIABLE,818
-EXAMINE,819
-REVEAL,820
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-BASICS,823
-BASIC,823
-CONTACTING,824
-CONTACT,824
-ARGUE,825
-STRESS,826
-LITERATURE,827
-ADOPT,828
-BUY,829
-ENVIRONMENT,830
-OIL,831
-CONSIDERABLE,832
-FREQUENTLY,833
-WAVE,834
-RECENT,835
-CERTAINLY,836
-POSITIVE,837
-PERMIT,838
-ACTIVE,839
-RICH,840
-SELECT,841
-SELECTING,841
-AIDE,842
-AID,842
-STONE,843
-APPROPRIATE,844
-DAUGHTER,845
-NEITHER,846
-PROCEED,847
-TOUCH,848
-TRANSFER,849
-COMPONENT,850
-DROP,851
-REALITY,852
-POSSIBILITY,853
-EXPERIMENT,854
-HERSELF,855
-PROGRESS,856
-PRIMARY,857
-DECLARE,858
-DECLARING,858
-READY,859
-PASSAGE,860
-TRADITION,861
-CAR,862
-CONNECTING,863
-CONNECT,863
-BELIEF,864
-CONTRASTING,865
-CONTRAST,865
-BALANCE,866
-CULTURAL,867
-ERROR,868
-PORTION,869
-COMMUNICATION,870
-ECONOMY,871
-FREEDOM,872
-EXCHANGE,873
-ORGANIZE,874
-ACTUAL,875
-SCENE,876
-VOTE,877
-USEFUL,878
-HEAVY,879
-FILE,880
-MARRIAGE,881
-AGREEMENT,882
-THOU,883
-LINK,884
-SLEEP,885
-WINDOW,886
-HONOUR,887
-HONOR,887
-HONORING,887
-STORE,888
-DISTINGUISHING,889
-DISTINGUISH,889
-OBSERVATION,890
-HIGHLY,891
-SUFFICIENT,892
-TRAVEL,893
-ESSENTIAL,894
-LOT,895
-CAPACITY,896
-MASTER,897
-COLD,898
-SERIOUS,899
-ADMIT,900
-STRUGGLE,901
-MUSIC,902
-DESCRIPTION,903
-FINALLY,904
-INTEND,905
-INTENDING,905
-INTENDED,905
-APPEARANCE,906
-SEVEN,907
-WIND,908
-INDEPENDENT,909
-PRINT,910
-MACHINE,911
-SECURITY,912
-FILM,913
-SECURE,914
-DRY,915
-EIGHT,916
-POSSE,917
-POSSESS,917
-CRY,918
-CRYING,918
-LEGAL,919
-ROCK,920
-GOAL,921
-REFUSING,922
-REFUSE,922
-KEY,923
-REVIEWING,924
-REVIEW,924
-ENTIRELY,925
-DERIVE,926
-CORRESPOND,927
-PROVISION,928
-FUND,929
-TITLE,930
-STOCK,931
-TILL,932
-ENGAGE,933
-CONTEXT,934
-STATUS,935
-ANCIENT,936
-RESPONSIBILITY,937
-BOUND,938
-SURPRIZE,939
-POPULAR,940
-UNION,941
-TROUBLE,942
-TROUBLING,942
-BRANCH,943
-SPRING,944
-CONSTRUCTION,945
-LOAD,946
-ENJOY,947
-PREVIOUS,948
-MOTION,949
-AGO,950
-GAS,951
-FULLY,952
-CONCLUSION,953
-SKILL,954
-LEAF,955
-DISTRICT,956
-NORTH,957
-PROTECT,958
-FORGET,959
-FORGETTING,959
-EQUATION,960
-TODAY,961
-SALE,962
-FISH,963
-IMPOSSIBLE,964
-FARM,965
-VESSEL,966
-SOIL,967
-HISTORICAL,968
-GAME,969
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-ICE,1748
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-FAULT,1795
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-ENDEAVORING,1799
-ENDEAVOR,1799
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-ONTO,1802
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@@ -2644,7 +2417,6 @@ TEA,2291
 VIRUS,2292
 WHENEVER,2293
 BUSY,2294
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 TAIL,2295
 STEAL,2296
 INSIGHT,2297
@@ -2670,1892 +2442,1804 @@ CONSULT,2316
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+ASSISTANT,2593
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+BRILLIANT,2610
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+HARMONY,2641
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+SOMEWHERE,2685
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+IGNORANCE,2700
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+TAPE,2703
+TEMPORAL,2704
+LOWER,2705
+PLASTIC,2706
+TUNE,2707
+MATURE,2708
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+BUTTON,2717
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+INTELLIGENT,2720
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+BEHAVE,2723
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+SYSTEMATIC,2726
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+INNOVATION,2732
+LEGISLATIVE,2733
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+DRAIN,2738
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+TINY,2745
+JUDICIAL,2746
+CURRENTLY,2747
+BUS,2748
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+INSTALL,2750
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+STRIVE,2754
+BENT,2755
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+SHORTLY,2759
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+CLERK,2765
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+AGGREGATE,2767
+WIDESPREAD,2768
+SENSITIVITY,2769
+FOREVER,2770
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+CONFIGURATION,2772
+MASK,2773
+JURY,2774
+SWEAR,2775
+BARGAIN,2776
+TRAVELLER,2777
+REGIMENT,2778
+ELECTRONICS,2779
+ELECTRONIC,2779
+ASSIGNMENT,2780
+VALIDITY,2781
+VERBAL,2782
+BULK,2783
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+DRIFT,2785
+CURRICULUM,2786
+FUR,2787
+ESTEEM,2788
+CYLINDER,2789
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+PARTIALLY,2791
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+OVERWHELM,2797
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+VOYAGE,2800
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+ALGORITHM,2809
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+CONFER,2812
+LEASE,2813
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+FORMAT,2815
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+BATTERY,2817
+SUPPLEMENT,2818
+USAGE,2819
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+DEDICATED,2821
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+MIGHTY,2824
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+INSECT,2826
+KNOCK,2827
+LEND,2828
+REVELATION,2829
+FOOL,2830
+PILOT,2831
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+HARVEST,2834
+CONTINENT,2835
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+ARTISTIC,2839
+CABLE,2840
+AIRCRAFT,2841
+DEVIZE,2842
+QUEEN,2843
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+HOSTILE,2845
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+ASSERTION,2849
+PRELIMINARY,2850
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+ELEMENTARY,2855
+BACTERIUM,2856
+CIRCULAR,2857
+REMAINDER,2858
+PLENTY,2859
+HINT,2860
+THRUST,2861
+FATAL,2862
+FRIGHTEN,2863
+TRAGEDY,2864
+INQUIRE,2865
+MULTIPLY,2866
+ANYWHERE,2867
+ACQUAINTANCE,2868
+GRAVITY,2869
+ADVENTURE,2870
+INTENT,2871
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+PROSPERITY,2873
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+DIFFERENTIATE,2889
+PIN,2890
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+DISASTER,2898
+BREAKFAST,2899
+INSPECTION,2900
+CASTLE,2901
+INHERIT,2902
+NEEDLE,2903
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+CHARTER,2908
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+MORTALITY,2910
+AROUSE,2911
+URINE,2912
+UNEMPLOYMENT,2913
+OPERATIVE,2914
+SYMBOLIC,2915
+TREASURE,2916
+OVERLOOK,2917
+LINGUISTIC,2918
+TIMBER,2919
+ELEVATION,2920
+MINIMIZE,2921
+CORRECTION,2922
+DEVOTION,2923
+INVENT,2924
+COUSIN,2925
+UNCERTAIN,2926
+NAVAL,2927
+GENEROUS,2928
+PIG,2929
+INADEQUATE,2930
+UNCONSCIOUS,2931
+RELAX,2932
+INDICATOR,2933
+IMPERIAL,2934
+SURPLUS,2935
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+DRILL,2940
+UNLIKELY,2941
+ADMINISTRATOR,2942
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+PULMONARY,2948
+DAWN,2949
+WIT,2950
+PITY,2951
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+STIMULATION,2953
+SILK,2954
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+MONK,2979
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+NOBODY,2984
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+BEHAVIOURAL,2988
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+SPAN,2990
+DISH,2991
+COPE,2992
+GRIEF,2993
+ROMANTIC,2994
+OUTWARD,2995
+TENT,2996
+ROPE,2997
+KIDNEY,2998
+RECRUIT,2999
+ENCLOSE,3000
+AWAKEN,3001
+ROTATION,3002
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+ACCUSTOM,3004
+UNCLE,3005
+CERTIFICATE,3006
+PAINTER,3007
+SHAME,3008
+INDIRECT,3009
+BRAND,3010
+REVOLT,3011
+UNFORTUNATE,3012
+HORIZON,3013
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+ESTHETIC,3016
+SAVAGE,3017
+PIT,3018
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+LEAP,3020
+CULTIVATION,3021
+PALM,3022
+ATTORNEY,3023
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+DULL,3025
+FOSTER,3026
+DEFICIT,3027
+RHYTHM,3028
+GREET,3029
+SERVER,3030
+ENACT,3031
+JUSTIFICATION,3032
+INTER,3033
+SINGULAR,3034
+RIDGE,3035
+INSPIRATION,3036
+DEPRESS,3037
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+SUBTLE,3039
+WRAP,3040
+RAP,3040
+THRESHOLD,3041
+FOUNDER,3042
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+PRESUME,3045
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+FAN,3047
+COIL,3048
+RECEPTION,3049
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+PLANET,3057
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+FOURTEEN,3060
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+WHEREVER,3064
+ACCUMULATION,3065
+LUNCH,3066
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+EARNINGS,3068
+REGARDLESS,3069
+CONTEMPLATE,3070
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+CHARITY,3073
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+EAGER,3078
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+NITROGEN,3080
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+FLOURISH,3100
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+INTERVENE,3103
+HUT,3104
+DIMENSIONAL,3105
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+UNNECESSARY,3107
+HONORABLE,3108
+PARTNERSHIP,3109
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+ACCURATELY,3113
+MONOPOLY,3114
+REASONABLY,3115
+APPROXIMATE,3116
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+ROUGHLY,3118
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+COMPLETION,3120
+ASPIRATION,3121
+PERIPHERAL,3122
+RECEIPT,3123
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+WEAVE,3126
+DISK,3127
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+GEAR,3131
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+DISPLACEMENT,3134
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+VITAMIN,3137
+INSCRIPTION,3138
+GLOW,3139
+HIGHWAY,3140
+RADIUS,3141
+SYMPATHETIC,3142
+RESTAURANT,3143
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+DISTINCTIVE,3147
+COOPERATIVE,3148
+VARIANCE,3149
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+OUTSTANDING,3151
+STAKE,3152
+CABINET,3153
+CIRCULATE,3154
+YESTERDAY,3155
+SUPERVISION,3156
+BEHOLD,3157
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+REBELLION,3160
+REPLACEMENT,3161
+BITE,3162
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+LOCALITY,3164
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+STEEP,3166
+TREMBLE,3167
+SUBSTANTIALLY,3168
+STAIR,3169
+REPUBLIC,3170
+VOTER,3171
+PATHWAY,3172
+ACTIVATE,3173
+BROADCAST,3174
+CHLORIDE,3175
+FEAST,3176
+BOWL,3177
+PLEDGE,3178
+MISERY,3179
+PRACTITIONER,3180
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+COMPETENT,3182
+SHARPLY,3183
+GLORIOUS,3184
+VIDEO,3185
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+DETECTION,3188
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+SOVEREIGNTY,3191
+CHAIRMAN,3192
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+SECULAR,3194
+ACCOMMODATE,3195
+REJECTION,3196
+ETHICS,3197
+ANCHOR,3198
+SPONSOR,3199
+SPINAL,3200
+VAGUE,3201
+OBEDIENCE,3202
+MUNICIPAL,3203
+FOREIGNER,3204
+PROVOKE,3205
+MOTIVATE,3206
+ABIDE,3207
+MODEST,3208
+TREMENDOUS,3209
+INTELLECT,3210
+HOLIDAY,3211
+PENSION,3212
+BASIN,3213
+AUTONOMY,3214
+THERAPEUTIC,3215
+STATIC,3216
+CAVE,3217
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