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@DarrenN
Created January 29, 2011 22:02
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Naively parse a text removing stopwords
'tis
'twas
a
aah
aaron
abandon
abandoned
abbott
abby
abe
abigail
ability
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aboard
about
above
absolute
absolutely
absurd
abuse
accept
accepted
access
accident
accidentally
accomplish
accomplished
according
account
accounts
accuse
accused
accusing
ace
acid
across
act
acted
acting
action
actions
activity
actor
actress
acts
actual
actually
ad
adam
add
added
addition
address
adjustment
admire
admit
admitted
adopted
adoption
adorable
adult
adults
advance
advantage
adventure
advertisement
advice
advise
affair
affairs
affect
affected
afford
afraid
africa
after
afternoon
afterwards
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age
agency
agenda
agent
agents
ages
ago
agree
agreed
agreement
ah
aha
ahead
ahem
ahh
ahhh
aid
aidan
aids
ain't
air
airport
aisle
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al
al's
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alarm
albert
alcazar
alcazar's
alcohol
alert
alex
alexandra
Alexis
ali
alice
alien
aliens
alike
Alison
alistair
alive
all
allergic
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allow
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am
amanda
amazing
amber
ambulance
amen
america
american
americans
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amount
amp
amusement
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amy
an
ancient
and
andie
andrew
andy
angel
angela
angeles
angels
anger
angle
angry
animal
animals
anna
anne
annie
anniversary
announce
announcement
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anthony
anti
antonio
antonio's
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apartment
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appeal
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application
apply
appointment
appreciate
approach
appropriate
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approve
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argument
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armed
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army
arnold
around
arrange
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arrangement
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arrest
arrested
arrive
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arthur
article
artist
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asa
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ask
asked
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asks
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asshole
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assistant
associate
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ate
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attempt
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attitude
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audience
audition
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authorities
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b
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babe
babies
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baby's
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background
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badge
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bag
bags
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baker
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banks
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barry
bars
bart
bartender
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baseball
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basis
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basketball
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bastards
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bath
bathroom
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bauer
bay
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beach
beacon
beans
bear
beast
beat
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beats
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become
becomes
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bedroom
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behavior
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belief
believe
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bench
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bigger
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billie
billion
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birds
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birthday
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blocks
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blowing
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blows
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board
boarding
boat
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bodies
body
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bond
bone
bones
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book
booked
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boot
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boston
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bowl
bowling
box
boxes
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boy's
boyfriend
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bracelet
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brain
brains
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brother
brother's
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bucket
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bulldog
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bullets
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business
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cake
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car
card
cards
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carla
Carly
carly's
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caroline
carpet
carriage
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carter
cartman
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cases
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cash
casino
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cassie
cast
castle
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catalina
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catherine
cats
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causes
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cave
cd
celebrate
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celebration
cell
cells
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central
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certainly
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chain
chair
chairs
chalk
challenge
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champagne
champion
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chances
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change
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chapter
character
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charges
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chat
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cheat
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cheating
check
checked
checking
checks
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cheers
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chemical
chemistry
chest
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chick
chicken
chicks
chief
child
child's
childhood
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children's
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chill
chin
china
chinese
chip
chips
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chocolate
choice
choices
choose
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chosen
Chris
christ
christina
christine
Christmas
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chuck
church
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cigarette
cigarettes
circle
circumstances
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citizen
city
civil
claim
claims
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clark
class
classes
classic
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clay
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cleaned
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clearly
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client
clients
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climb
clinic
clock
close
closed
closer
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cloth
clothes
clothing
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clown
club
clubs
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coach
coal
coast
coat
cocktail
code
coffee
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coincidence
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collar
collect
collection
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colonel
color
colors
colour
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combination
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coming
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commander
comment
commercial
commission
commissioner
commit
commitment
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community
companies
company
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computers
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concentrate
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concert
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conclusions
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confess
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confidence
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confirm
confirmed
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conversation
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convince
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cookie
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cooperate
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cops
copy
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corn
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cotton
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counsel
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country
counts
county
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couples
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courtroom
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covers
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coward
cowboy
cozy
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cracked
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crane
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crash
crashed
crawl
crawling
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cream
create
created
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creature
credit
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crew
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crime
crimes
criminal
criminals
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crisis
Cristian
critical
cross
crossed
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crowd
cruel
cruise
crush
cry
crying
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cue
culture
cup
cure
curious
current
curse
curtain
curve
cushion
custody
customer
customers
cut
cute
cuts
cutting
cuz
cynthia
d
d'you
da
dad
dad's
daddy
daddy's
dahlia
daily
dallas
damage
damaged
dammit
damn
damned
damnit
dan
dana
dance
dancer
dancing
danger
dangerous
daniel
Danny
daphne
dare
daria
dark
darkness
darla
darling
darn
data
date
dated
dates
dating
daughter
daughter's
daughters
dave
David
davidson
davis
dawn
Dawson
day
days
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deacon
dead
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deal
dealer
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debt
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decide
decided
decides
decision
decisions
deck
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deeper
deeply
defend
defendant
defending
defense
definitely
degree
degrees
del
delay
delia
deliberately
delicate
delicious
deliver
delivered
delivery
demand
demon
demons
denial
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dentist
deny
department
depend
dependent
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depressed
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describe
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designer
designs
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desperate
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detail
details
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determined
devastated
developed
development
device
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devoted
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diamond
diamonds
diana
diane
diary
dick
did
didn't
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diego
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differently
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digestion
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dignity
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dining
dinner
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direction
directions
directly
director
dirt
dirty
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disappear
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disappointed
disaster
discover
discovered
discovery
discuss
discussed
discussing
discussion
disease
disgust
disgusting
dish
dishes
dismissed
distance
distract
distracted
distribution
district
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disturbed
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ditch
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division
divorce
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dixon
dizzy
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doctor
doctor's
doctors
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dog
dogs
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doing
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dollar
dollars
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door
doors
dorm
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doubt
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down
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downtown
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drag
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dramatic
drank
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drawer
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dreamed
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dreams
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drinking
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drives
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drugs
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ellen
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ellison
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em
embarrass
embarrassed
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Emily
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emotional
emotionally
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empire
employee
employees
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end
ended
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ends
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enemy
energy
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engagement
engine
england
english
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enjoyed
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entertainment
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entirely
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everyone's
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ew
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exact
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exchange
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excitement
exciting
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excuses
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expansion
expect
expected
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experiment
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explain
explained
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explanation
explode
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expose
exposed
express
expression
extra
extraordinary
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extremely
eye
eyes
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fabulous
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falls
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families
family
family's
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fancy
fans
fantastic
fantasy
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farm
fascinating
fashion
fashioned
fast
faster
fat
fate
father
father's
fathers
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favor
favorite
favors
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favourite
fax
fbi
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fears
feather
fed
federal
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feed
feeding
feel
feeling
feelings
feels
feet
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fellow
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fiction
field
fifteen
fifth
fifty
fight
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fights
figure
figured
figures
file
filed
files
fill
filled
filling
film
filthy
final
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find
finding
finds
fine
finest
finger
fingerprints
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finish
finished
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fired
firing
firm
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fish
fishing
fit
fits
fitzgerald
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fix
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flame
flash
flat
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flight
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flirting
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floor
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flower
flowers
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folks
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forbid
force
forced
forces
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forever
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forgive
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forty
forward
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foundation
four
fourteen
fourth
fowl
fox
frame
france
francisco
frank
frankie
franklin
frankly
fraser
Frasier
fraud
freak
freaked
freaking
freaks
fred
frederick
free
freedom
freeze
freezing
french
frequent
fresh
friday
fridge
fried
friend
friend's
friendly
friends
friendship
fries
frightened
frog
from
front
frozen
fruit
fuck
fucked
fuckin
fucking
fuel
full
fully
fun
function
fund
funeral
funny
furious
furniture
further
future
g
gabrielle
gain
gallery
game
games
gang
garage
garbage
garden
garrison
gary
gas
gate
gather
gave
gay
gear
gee
geez
gene
general
generation
generous
genetic
genius
genoa
gentle
gentleman
gentlemen
George
german
gesture
get
gets
gettin
getting
ghost
ghosts
gia
giant
gift
gifts
gig
giles
gilmore
gimme
gina
ginger
girl
girl's
girlfriend
girls
give
given
gives
giving
glad
glass
glasses
glen
glory
glove
gloves
glow
go
goa'uld
goal
goat
god
god's
goddamn
gods
goes
goin
going
gold
golden
golf
gone
gonna
good
goodbye
goodness
goodnight
goods
goose
gordon
gorgeous
gosh
got
gotcha
gotta
gotten
government
governor
gown
grab
grabbed
grace
grade
grades
graduate
graduation
grain
grams
grand
granddaughter
grandfather
grandma
grandmother
grandpa
grandson
grant
granted
grass
grateful
grave
gray
great
greater
greatest
greek
green
Greenlee
greg
greta
grew
grey
grief
grip
groom
gross
ground
grounded
grounds
group
grow
growing
grown
growth
gt
guarantee
guard
guards
guess
guessing
guest
guests
guide
guilt
guilty
guitar
gum
gun
guns
gus
gut
guts
guy
guy's
guys
gwen
gym
h
ha
habit
had
hadn't
hah
hair
hal
half
halfway
hall
halloween
hallway
hammer
hand
handed
handle
handled
handling
hands
handsome
handy
hang
hanging
hank
happen
happened
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happens
happier
happiest
happily
happiness
happy
harbor
harbour
hard
harder
hardly
harley
harm
harmony
harold
harris
harry
harsh
hart
harvard
harvey
has
hasn't
hat
hate
hated
hates
have
haven't
having
hawaii
hayley
hayward
he
he'd
he'll
he's
head
headache
headed
heading
heads
heal
healing
health
healthy
hear
heard
hearing
hears
heart
hearts
heat
heaven
heaven's
heavy
heck
heels
heh
held
helen
helena
helicopter
hell
hell's
hello
help
helped
helpful
helping
helpless
helps
henry
her
here
here's
hero
hers
herself
hey
hi
hid
hidden
hide
hiding
high
higher
highest
highly
highway
hilda
hill
hills
him
himself
hint
hip
hire
hired
his
history
hit
hits
hitting
hm
hmm
hmmm
ho
hockey
hold
holden
holding
holds
hole
holes
holiday
holidays
hollow
holly
hollywood
holy
home
homeless
homer
homework
homicide
hon
honest
honestly
honesty
honey
honeymoon
honor
honorable
honored
hoo
hood
hook
hooked
hooker
hop
hope
hope's
hoped
hopefully
hopeless
hopes
hoping
horn
horrible
horror
horse
horses
hospital
host
hostage
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kate
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kristen
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lab
labor
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lawsuit
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learn
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lousy
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m
ma
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machine
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mackenzie
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maddie
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magazines
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magic
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main
maintain
majesty
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malcolm
male
mall
mama
man
man's
manage
managed
management
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mandy
manhattan
manner
manners
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mansion
many
map
marah
march
marcus
marcy
margaret
marge
margo
maria
marie
marina
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marissa
mark
market
marks
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marriage
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martha
martin
martini
marty
mary
mask
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match
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matthew
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meaning
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meantime
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measure
meat
med
media
medical
medication
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meeting
meetings
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mel
melissa
member
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Michael
michael's
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mickey
mid
middle
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mikey
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military
milk
mill
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million
millions
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mind
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minor
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minutes
miracle
miracles
mirror
miserable
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mm
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mom
mom's
moment
moments
mommy
mommy's
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monday
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monica
monitor
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monster
monsters
montgomery
month
months
mood
moon
moral
more
morgan
morning
moron
mortal
most
mostly
motel
mother
mother's
motherfucker
mothers
motion
motive
motorcycle
mountain
mountains
mouse
mouth
move
moved
moves
movie
movies
moving
Mr
mrs
ms
much
mud
muffin
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murder
murdered
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murphy
muscle
museum
music
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must've
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my
myself
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mystery
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nah
nail
nails
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naked
name
name's
named
names
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nanny
nap
narrow
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natalie's
nate
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nation
national
natural
naturally
nature
naughty
nbsp
near
nearly
neat
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neck
necklace
ned
need
needed
needing
needle
needs
negative
neighbor
neighborhood
neighbors
neil
neither
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nerve
nerves
nervous
nest
net
network
never
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newman
news
newspaper
next
nice
nicely
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nick
nicky
nicole
niece
nigel
night
night's
nightmare
nights
niki
nikki
nikolas
Niles
nina
nine
ninety
no
noah
noble
nobody
nobody's
noise
non
none
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noon
nope
nor
nora
norma
normal
normally
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north
nose
not
note
notes
nothin
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notice
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now
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nuclear
number
numbers
nurse
nurses
nut
nuts
o
o'clock
o'neill
oakdale
oath
object
objection
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obsession
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odd
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officers
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okay(see also ok)
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old
older
oldest
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olivia
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once
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opal
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operate
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opinion
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order
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overnight
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ow
owe
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owned
owner
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oxygen
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p
pa
pace
pacey
pack
package
packed
packing
page
pages
paid
paige
pain
painful
paint
painted
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pair
pal
palace
palmer
pan
pancakes
panic
pants
papa
paper
papers
paperwork
parade
paradise
parallel
paranoid
parcel
pardon
parent
parents
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park
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part
particular
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partner
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pass
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passes
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passionate
past
paste
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patch
path
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patience
patient
patients
patrick
patrol
pattern
patty
Paul
paul's
pay
payback
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peace
peaceful
peanut
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peg
peggy
pen
pencil
penis
penny
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people's
per
percent
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performance
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period
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permanent
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person
personal
personality
personally
personnel
perspective
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pete
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petty
phase
pheebs
phil
philip
phillip
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phone
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photo
photograph
photographer
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photos
phyllis
physical
physically
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pick
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pictures
pie
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pig
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plastic
plate
plates
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player
players
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plays
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plug
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poker
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police
policy
polish
polite
political
politics
pony
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popcorn
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popular
porch
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positive
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possibility
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potato
potatoes
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potion
potter
pound
pounds
pour
powder
power
powerful
powers
practical
practically
practice
pray
prayer
prayers
praying
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precious
precisely
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pregnancy
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presence
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president
president's
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profile
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promise
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psychiatrist
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rabbit
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rach
rachel
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radio
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ric
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Richard
richard's
Rick
ricky
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rip
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river
road
roast
rob
robbed
robbery
robbie
robert
robin
rock
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rod
roger
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roll
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roman
romance
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rome
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roommate
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root
rope
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rosanna
Rose
roses
rosie
Ross
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roxy
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russell
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Ryan
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sand
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santa
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scotty
scout
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sea
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setup
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seventeen
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seventy
several
sex
sexual
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shade
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sharon
sharp
shave
Shawn
shayne
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she'd
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shelter
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shots
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sick
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singer
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situations
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sixteen
sixth
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skirt
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smart
smarter
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smell
smells
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sneak
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sneeze
snow
snyder
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soap
sob
social
society
sock
socks
soda
soft
sold
soldier
soldiers
solid
solution
solve
solved
some
somebody
somebody's
someday
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someone
someone's
someplace
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something
something's
sometime
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somewhere
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son's
song
songs
sonny
sonny's
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sookie
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sort
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soup
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space
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spanish
spare
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speak
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speaks
special
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speed
spell
spellman
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spencer
spend
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spill
spin
spirit
spirits
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spite
split
spoil
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spread
spring
springfield
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squeeze
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stab
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stand
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stands
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start
started
starting
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statement
states
station
statue
status
stavros
stay
stayed
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stays
steady
steak
steal
stealing
steam
steel
stefan
stefano
stem
stenbeck
step
stephanie
stephen
stepped
steps
steve
steven
stewart
stick
sticking
sticks
sticky
stiff
still
stink
stinks
stitch
stock
stocking
stole
stolen
stomach
stone
stones
stood
stop
stopped
stopping
stops
storage
store
stores
stories
storm
story
straight
straighten
strange
stranger
strangers
strategy
street
streets
strength
stress
stretch
strictly
strike
strikes
string
strings
strip
stroke
strong
stronger
strongly
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structure
struggle
stuart
stubborn
stuck
student
students
studio
study
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stuff
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stunt
stupid
style
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subject
substance
subtle
success
successful
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suck
sucked
sucker
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sucks
sudden
suddenly
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suffer
suffered
suffering
sugar
suggest
suggested
suggesting
suggestion
suicide
suit
suite
suits
summer
sun
sunday
sunset
sunshine
super
superior
supplies
supply
support
supportive
suppose
supposed
supposedly
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surely
surface
surgeon
surgery
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surprised
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zach
zack
zander
zelda
zero
zombie
zone
zoo
<?php
function stopWords($text, $stopwords) {
// Remove line breaks and spaces from stopwords
$stopwords = array_map(function($x){return trim(strtolower($x));}, $stopwords);
// Replace all non-word chars with comma
$pattern = '/[0-9\W]/';
$text = preg_replace($pattern, ',', $text);
// Create an array from $text
$text_array = explode(",",$text);
// remove whitespace and lowercase words in $text
$text_array = array_map(function($x){return trim(strtolower($x));}, $text_array);
foreach ($text_array as $term) {
if (!in_array($term, $stopwords)) {
$keywords[] = $term;
}
};
return array_filter($keywords);
}
$stopwords = file('stop_words.txt');
$text = "Requirements - Working knowledge, on LAMP Environment using Linux, Apache 2, MySQL 5 and PHP 5, - Knowledge of Web 2.0 Standards - Comfortable with JSON - Hands on Experience on working with Frameworks, Zend, OOPs - Cross Browser Javascripting, JQuery etc. - Knowledge of Version Control Software such as sub-version will be preferable.";
print_r(stopWords($text, $stopwords));
?>
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