diff --git "a/fw57M_Entropy_frequency_16000/merges.txt" "b/fw57M_Entropy_frequency_16000/merges.txt"
--- "a/fw57M_Entropy_frequency_16000/merges.txt"
+++ "b/fw57M_Entropy_frequency_16000/merges.txt"
@@ -12,22 +12,22 @@ a t
 Ġ s
 e n
 Ġ c
-Ġ w
 e s
+Ġ w
 i s
 n d
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 a l
-e d
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 a n
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 a r
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@@ -46,15698 +46,15698 @@ i l
 Ġ e
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-im ate
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+Ġworld .
+ic a
+Ġinf l
+Ġover all
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+Ġcom plic
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+ru pt
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+h t
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+Ġdist ribution
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+g ress
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+ĠL ou
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+Ġin h
+Ġsuggest s
+Ġofficial s
+u x
+Ġr at
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+Ġmov ing
+Ġcol le
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+Ġyear .
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+ĠE gypt
+Ġloc ation
+v an
+Ġfind ing
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+Ġre ference
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+Ġem phas
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+ĠTex as
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+able ,
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+Ġlif e,
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+Ġcom ing
+Ġv ary
+Ġc ook
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+Ġdo ct
+ĠArm y
+Ġsex ual
+ĠCent ral
+Ġconduct ed
+Ġcl ick
 Ġfre edom
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+Ġg irl
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-resp ond
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-Ġbl ue
-Ġc ry
+Ġra ce
+Ġinf orm
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+Ġl ived
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+Ġet c.
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-Ġmus cle
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-ĠP ort
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+Ġsitu ation
+Ġst ra
+ĠIn ter
+Ġintrodu ced
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+ĠF ood
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-Ċ "
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+Ġresult ing
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+ĠM ic
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+re es
+Ġcoun ter
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+Ġvit amin
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 ch ar
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+ĠS l
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+Ġst im
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+Ġexper iment
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+Ġ2 7
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+Ġha ir
+Ġtiss ue
+Ġd ram
+Ġm ob
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+Ġsy n
+Ġbo x
+and er
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+0 .
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+Ġturn ed
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+Ġrun ning
+Ġfri ends
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+Ġfa ith
+Ġc od
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+Ġe ating
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+a res
+Ġcentur y,
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+os ystem
+Ġdise ase,
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+Ġth in
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+E L
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+ot he
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+Ġacc ur
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+Ġcand id
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+id ing
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+Ġc ry
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+Ġwe alth
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+Ġint ended
+ĠP aul
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+Ġqu ar
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 inci ples
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+Ġre b
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+ov iet
+Ġwater ,
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+Ġex cess
+is p
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+Ġpl ans
+ĠM iss
+Ġl iqu
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+Ġl ib
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+ĠCanad a
+ĠH am
+ĠB el
+Ġcirc um
+Ġg ain
+Ġ2 ,
+Ġey es
+it is
+Ġdoes n't
+Ġtrans fer
+Ġlife .
+Ġeconom y
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-id ing
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-ol ved
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+Ġdist rict
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+Ġauthor ities
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-Ġpers pect
-Ġback ground
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+Ġ2 6
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+C ,
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+Ġre form
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+Ġcl oud
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+Ġdirect or
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+ĠU K
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+ĠW il
+ĠT ur
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+ĠJ ud
+Ġrepl ace
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+Ġdefin ition
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+Ġgu ide
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-al y
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-Ġskin .
-.ĊW h
-av ed
-ĠSh ow
-ar ians
-Ġindic ators
+Ġc ous
+im es,
+un ci
+Ġc ens
+ian ces
+Ġsurre nder
+ĠCl int
+" ),
+Ġtrain ing,
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+Ġd ivers
+Ġpries ts
+Ġgr ants
+l ock
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+Ġrele ases
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+ĠMor ris
+ĠB att
+Ġmar gin
+Ġpl ug
+ĠJ r.
+Ġg aps
+ĠB ox
+Ġepis ode
+oc ene
+Ġwebs ites
+ĠK EN
+ĠD aily
+Ġval ue,
+Ġch ocol
+Ġdim ensions
+- rays
+Ġhuman itarian
+Ġr heumatoid
+es. "
+Ġd '
+Ġknown ,
+Ġbehavior .
 ĠLondon :
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-Ġcustom er
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-osa urs
-Ġprecip itation
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-Ġabs ent
-ĠDe ep
+D S
+ĠâĢľ a
+Ġ"I f
+ĠA h
+ris k
+.ĊE n
+Ġaut o
+Ġread s
+Ġprotect s
+Ġreview s
+Ġ1970 s
+ĠSal v
+av y
+Ġis Ċ
+ĠAmaz on
+ol en
+ĠDav is
+.ĊI nd
+Ġland ed
+Ġlast ed
+y an
+ub le
+ĠH as
+Ġsan ct
+Ġindic ation
+Ġrep et
+ĠB ow
+ing s,
+Ġweek s,
+Ġfriend s,
+Ġimpl ies
+Ġfing ers
+Ġscenari os
+Ġdet ain
+Ġinst ant
+ut ical
+ĠH ell
+act ions
+ac es,
+cl es,
+ĠH ind
+Ġcomp ress
+Ġbl ame
+6 ),
+Ġlearn ing,
+Ġeconom y.
+Ġsex ually
+Ġtra its
+Ġp ier
+Ġinteg ral
+Ġpath way
+Ġoccas ional
+Ġdisord ers,
+Ġdef ining
+Ġingred ients
+Ġb ills
+Ġd ate,
+ĠMic hel
+ĠLeg isl
+Ġ( like
+Ġelim inated
+on omy
+Ġinter rupt
+Ġmet aph
+ĠF amil
+Ġne arest
+Ġab dominal
+ĠZ imbab
+ed. "
+ver ,
+Ġbehavior ,
+ĠRome ,
+8 1
+Ġ18 1
+Ġ8 5
+Ġ198 9
+M A
+N e
+Ġcompet e
+-C h
+aj o
+ĠRed u
+ix on
+ĠGold en
+Ġillness es
+Ġconsist ed
+Ġcor al
+Ġconnect ing
+Ġpush ing
+ĠReg ion
+Ġthorough ly
+Ġlos s,
+ĠFrid ay
+ĠFour th
+Ġt ies
+Ġdesign ers
+Ġnecess ity
+Ġvol um
+yl um
+-f ive
+Ġexclus ive
+Ġhour s.
+ĠN ort
+Ġp ec
+Ġpoet ry
+v ance
+Ġexplan ations
+ur y,
+ĠSum mer
+et ric
+ĠFor ces
+child ren
+Ġform ally
+us ually
+ĠT ax
+ĠMount ains
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+Ġg ross
+ng lish
+ĠInt eg
+ĠF lu
+." ĊS
+ĠE aster
+Ġshe ets
+it ored
+ĠB apt
+Ġed ges
+Ġencoura ges
+Ġ199 9,
+ĠH aving
+Ġswim ming
+a ÌĤ
+Ġrequ ests
+ĠPl ato
+Ġnewsp apers
 Ġd irt
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+Ġdoct rine
+Ġchem otherapy
+ĠEth iop
+ĠEx amples
+Ġtrig gered
+ĠO CLC
+7 %
+Ġ %
+Ġ30 %
+Ġher ,
+Ġgood ,
+Ġdiet ,
+Ġbe .
+Ġsuccess .
+Ġ198 8
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+ĠL A
+EP H
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+Ġbet a
+ĊP h
+ĠCh i
+ĠAr k
+Ġcount s
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+ĠS on
+Ġv on
+ĠD at
+Ġreserv es
+Ġrefuge es
+Ġpreced ing
+iox id
+Ġin ver
+Ġadult s,
+Ġappreci ate
+ĠC ab
+ĠP rom
+ĠS ri
+Ġeffect s.
+Ġ iv
+ĠD un
+eal og
+ĠB all
+ov ak
+n ia
+ĠTurk ish
+le ys
+ĠRelig ious
+l ed,
+Ġdepart ments
+ĠLiter ature
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-Ġret rie
+ĠRad io
+ĠM agn
+sc reen
+Ġg ains
+Ġaqu atic
+Ġout line
+Ġro oms
+Ġabsor ption
+Ġ1 2.
+ĠG ran
+Ġlim iting
+Ġleg acy
+ĠStan ford
+Ġiniti atives
+ĠFrank lin
+Ġrest oration
+Ġd ictionary
+ĠInt roduction
+ĠRus sell
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-Ġdefic ien
-c ott
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-Ġhimself ,
-Ġstr at
+Ġdise ases.
+Ġhy brid
+Ġunn ecessary
+Ġpit uitary
+Ġunp reced
+Ġmon itored
+Ġ' '
+ĠE ,
+Ġmodel ,
+ĠSchool ,
+Ġmatter ,
+Ġearth ,
+ĠEgypt ,
+Ġstates .
+Ġskin .
+Ġ15 2
+S I
+ou b
+ĠBook s
+ĠW y
+Ġra y
+Ġb on
+ĠBart on
+Ġdesign er
+ot en
+Ġeat en
+Ġvot es
+Ġdiv or
+Ġexplo it
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+all ing
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+ĠH ad
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+Ġcontain ers
+Ġpopular ity
+Ġskill s.
+ĠR un
+ĠAmerica 's
+Ġlab our
+ĠCorn ell
+ĠC ru
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+Ġw ool
+ig ious
+Ġco ins
+um bers
+Ġall ergy
+Ġcoord ination
+ĠM ission
+Ġge ological
+ĠM ental
+Ġdis par
+Ġprog ression
+Ġpurch asing
+Ġinf ormal
+ĠTrans port
+Ġmetab olic
+Ġret rie
+ĠB alt
+Ġt ension
+Ġqu oted
+Ġnation wide
+ĠPro gress
+Ġexpl oring
+ĠUp dated
+ĠByz antine
+Ġre ndered
+Ġgrav itational
+ace utical
+ĠPh D
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+P R
+W h
+reg n
+Ġsal v
+â Ĥ
+ĠMill er
+Ġgr at
+Ġpromot es
+ri or
+Ġact ed
+Ġpossess ed
+Ġdepict ed
+Ġmodel ing
+Ġcheck ing
+Ġneighbor ing
+Ġbur st
+Ġall ig
+Ġtest s,
+et ter
+Ġins ist
+Ġinadequ ate
+Ġs ore
+Ġv est
+Ġclos est
+Ġemploy ers
+d ess
+Ġill um
+ĠR ain
+Ġprogram s.
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+Ġ(N ew
+Ġret ire
+Ġperson âĢĻs
+ĠV ice
+Ġgener ating
+ĠLib ert
+Ġp ink
+ĠAn ne
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+Ġmis con
+ĠMexic o,
+Ġn oun
+ol ves
+in ator
+Ġ( of
+ĠS ource
+Ġdec omp
+Ġ200 1,
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+v ae
+Ġmedic ine,
+Ġprelim inary
+ĠC omb
+Ġgu ided
+Ġrun off
+Ġimmig rant
+ĠUn iverse
+ĠAd ditional
+Ġher itage
+ĠHop kins
+Ġin activ
+2 %
+art ,
+Ġplant ,
+Ġhead ,
+Ġc .
+Ġside .
+Ġbelow .
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+Ġin k
+Ġ" l
+k o
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+ous es
+Ġdelay ed
+Ġinsert ed
+aus al
+Ġpoor ly
+ĠB ol
+Ġmember s,
+Ġtro op
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+Ġinh ab
+Ġhon est
+Ġgen us
+y nt
+Ġfract ure
+ĠPrim ary
+Ġequ ations
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+arr ass
+Ġt ang
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+Ġth ing,
+Ġlegisl ative
+Ġord er,
+Ġsh ade
+.ĊC ont
+Ġgro cer
+Ġseas on,
+Ġpolit ically
+Ġhaven 't
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-ich ,
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-Ġfatig ue
-Ġetc .,
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+Ġfu els
+Ġexam ining
+l in,
+Ġinter ference
+ĠKnow ledge
+Ġext ending
+ĠE vere
+Ġapplic ations.
+Ġsuc ceed
+ĠEt rus
+Ġmod ules
+Ġnort heast
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+ĠD ifferent
+ĠS ierra
+Ġground ,
+Ġyet ,
+Ġtemperature ,
+Ġmanagement ,
+Ġhimself ,
+Ġnow .
+Ġpresent .
+Ġgrowth .
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+ĠAN N
+D R
+ĠâĢľ R
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+Ġconsum e
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+Ġspread s
+Ġfear s
+Ġshell s
+âĢĶ w
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+k er
+Ġmet er
+ĊR es
+Ġtub es
+as al
+Ġpe an
+Ġexplos ion
+Ġbott le
+ĠG as
+Ġsufficient ly
+Ġst ir
+Ġobject s,
+Ġfulf ill
+Ġlong est
+ĠH em
+pl ain
+ĠCapt ain
+au nt
+it ial
+Ġsp ine
+Ġun ions
+ĠQuest ions
+Ġsess ions
+.ĊAl so
+ĠInfant ry
+Ġfin ance
+Ġdo ors
+ĊA ll
+che ll
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+Ġanx iet
+ccess ible
+le y.
+ing ly,
+Ġhistor ically
+ific ation.
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-Ġweek end
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+Ġan ger
+isp here
+Ġc ope
+Ġrev ised
+ĠHam let
+Ġstat istic
+Ġs orts
+Ġindic ators
+Ġst rand
+Ġbi ologist
+Ġp uls
+Ġs izes
+Ġexerc ise,
+Ġtr unk
+Ġa. m.
+Ġc roc
+ĠAntar ctic
+ĠP RO
+Ġem pir
+Ġarbit rary
+Ġver teb
+ĠAm endment
+ĠTem perature
+Ġgar bage
+Ġend eav
+Ġbr illiant
+ol ,
+Ġmonth ,
+ĠLord ,
+ĠChurch ,
+Ġi.e. ,
+Ġhelp .
+Ġback .
+Ġpoint .
+ĠJan .
+° C
+W R
+ER S
+Ġtraum a
+Ġneigh b
+Ġsk i
+Ġpost s
+Ġsymbol s
+ĠHealth y
+Ġrespond ed
+Ġinterpret ed
+Ġpick ed
+Ġmen ing
+Ġfill ing
+ĠC ou
+Ġl as
+ĠAntar ct
+oph il
+ip ation
+Ġrig id
+Ġcont ra
+Ġrec ur
+Ġjew el
+Ġhe ter
+ĠR od
+it ated
+ĠP ast
+Ġdon e,
+Ġh ind
+-d ep
+ĠT ok
+.ĊIt âĢĻs
+ĠPol ish
+ĠR ose
+Ġre ass
+ĠSt one
+omet ric
+b ian
+Ġse a,
+Ġp enc
+l ines
+Ġmicrow ave
+Ġcr ash
+Ġdoi:10. 10
+Ġk ern
+ĠPrince ton
+Ġ201 3.
+2 ):
+Ġoper ators
+Ġpestic ides
+Ġ199 6,
+id ae
+Ġto mb
+Ġst uck
+Ġoff ensive
+.ĊâĢľ It
+Ġen rolled
+ĠBer lin
+own load
+-t ype
+Ġag greg
+Ġn odes
+Ġm apping
+Ġw ife,
+Ġinter vals
+Ġemb arrass
+T )
+ang ,
+O .
+Ġimportant .
+Ġland .
+Ġrisk .
+Ġstructure .
+( 3
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+Ġu l
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+c re
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+p en
+ra is
+Ġaccount ed
+Ġinject ed
+Ġlabel ed
+h al
+Ġw al
+Ġtrib al
+v ar
+Ġrad ar
+Ġnest ing
+act ic
+v as
+Ġmob il
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+Ġsix th
+ĠAr ist
+Ġun ity
+he res
+Ġw art
+ather ine
+iphther ia
+og ens
+Ġenvironment ally
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+ĠJuda ism
+Ġmechan ics
+b urn
+ĠSat urn
 ĠAssoci ation,
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-Ġatt raction
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 Ġpub lishing
-Ġne arest
-Ġmethod ,
-Ġapproach ,
-ĠP H
-F S
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-l ishes
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+ĠSa udi
 Ġrel uct
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-way s,
-ĠColon el
-n e,
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+ĠIA ccessible
+O )
+Ġdead ,
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+ĠâĢľ w
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+Ġt ale
+Ġr ash
+Ġh ired
+Ġthere of
+Ġ( âĢľ
+Ġ1 3.
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+ul iar
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+ĠRab bi
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+h ttp://ww.
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+Ġinc orrect
+Ġmar itime
+Ġ100 %
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+Ġse ized
 ĠB erg
-Ġbacter ia,
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-ĠFl ore
-Ġminut es,
-Ġant iqu
-Ġcontin ental
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+Ġ194 5,
+Ġd augh
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 Ġcomm itte
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-Ġkey board
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-Ġgas oline
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+.ĊS everal
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+ĠT raining
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+in flamm
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+Ġman .
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+?Ċ D
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+Ġtravel s
+Ġstem s
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+Ġ( re
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+Ġrem ed
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+Ġo ct
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+Ġrob otic
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+f eed
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+ES CO
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+ĠB ishop
+Ġpolit icians
+Ġthree -dimensional
+Ġin aug
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 Ġter restrial
-Ġinter vals
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+Ġgu ilty
+ĠUS $
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+Ġsuch ,
+Ġtown ,
+Ġsummer ,
+ĠCollege ,
+land .
+Ġlong .
+Ġbook .
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+Ġvot ing
+Ġfundam ent
+Ġalloc ation
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-urg ical
-Ġtr illion
-ens itive
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+Ġsulf ur
+ĠA ch
+aw ay
+ĠS el
+ĠSingap ore
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+ar ity
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+ac y.
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+Ġent ries
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+Ġjo ining
+ĠG ames
+p ox
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-ĠRail road
-ver b
-Ġdoct r
-Ġact ed
-Ġplac es,
-v es.
-ĠFound ation,
+ĠArch ae
+Ġwor ried
+ĠAdv anced
+ĠB urg
+Ġdiscom fort
+ĠPart icip
+." Ċ"
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+Ġsim ulations
+-th irds
+ĠM. D.,
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+Ġwh ilst
+ĠTr inid
+ĠN ixon
+Ġfor ,
+Ġwill ,
+ater ,
+Ġthese ,
+Ġforce ,
+Ġstory .
+|| S
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+.ĊD r.
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 Ġwould n't
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-Ġp enc
-Ġadd iction
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-Ġev olve
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-Ġchang es.
-ĠC yp
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-ĠB ody
+V ER
+Ġb ands
+Ġconcent rate
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+-f riendly
+.ĊF inally,
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+x .
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+Ġ( 9
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+.ĊâĢľ I
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+b ro
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+Ġr het
+ĠD elt
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+Ġhepat itis
+ĠX ML
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+Ġs outheast
+Ġtrig gers
+ĠV itamin
+Ġalgor ithm
+Ġveget ables,
+Ġnon prof
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-ob i
-ĠZ ion
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+ĠM olecular
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+ĠU.S. ,
+Ġcondition ,
+ĠSecond ,
+Ġpressure .
+Ġ0. 0
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+Ġinter d
+ĠL i
+Ġeth n
+Ġbl o
+S p
+ĠPitt s
+ã ģ
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+s or
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+ĠTest ing
+Ġaccompany ing
+Ġsatisfact ion
+.ĊP ro
+Ġdu ct
 Ġab st
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-Ġreact or
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+Ġrec ycled
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+F F
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+ĠâĢľ L
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