Naively parse a text removing stopwords

stop_words.txt

'tis
'twas
a
aah
aaron
abandon
abandoned
abbott
abby
abe
abigail
ability
able
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
again
against
age
agency
agenda
agent
agents
ages
ago
agree
agreed
agreement
ah
aha
ahead
ahem
ahh
ahhh
aid
aidan
aids
ain't
air
airport
aisle
aitoro
al
al's
alan
alarm
albert
alcazar
alcazar's
alcohol
alert
alex
alexandra
Alexis
ali
alice
alien
aliens
alike
Alison
alistair
alive
all
allergic
alley
allison
allow
allowed
ally
almost
alone
along
alonzo
already
alright
also
altar
alternative
although
always
am
amanda
amazing
amber
ambulance
amen
america
american
americans
among
amount
amp
amusement
amusing
amy
an
ancient
and
andie
andrew
andy
angel
angela
angeles
angels
anger
angle
angry
animal
animals
anna
anne
annie
anniversary
announce
announcement
annoying
annulment
anonymous
another
answer
answered
answering
answers
ant
anthony
anti
antonio
antonio's
anxious
any
anya
anybody
anybody's
anyhow
anymore
anyone
anyone's
anything
anytime
anyway
anyways
anywhere
apart
apartment
apologize
apology
apparatus
apparently
appeal
appear
appearance
appears
appetite
apple
application
apply
appointment
appreciate
approach
appropriate
approval
approve
arch
are
area
aren't
argue
arguing
argument
arm
armed
arms
army
arnold
around
arrange
arranged
arrangement
arrangements
arrest
arrested
arrive
arrived
art
arthur
article
artist
as
asa
ash
ashamed
ashes
ashley
aside
ask
asked
asking
asks
asleep
ass
assault
asshole
assignment
assistant
associate
assume
assumed
assuming
assure
at
ate
atlantic
attached
attack
attacked
attempt
attempted
attend
attention
attic
attitude
attorney
attracted
attraction
attractive
auction
audience
audition
audrey
aunt
austin
authorities
authority
automatic
available
avatar
average
avoid
avoiding
aw
awake
award
aware
away
awesome
awful
awfully
awhile
awkward
aww
aye
b
ba
babe
babies
baby
baby's
bachelor
back
backed
background
backup
backwards
bacon
bad
badge
badly
bag
bags
bail
bait
baker
balance
balcony
bald
baldwin
ball
balls
band
bang
bank
banks
bar
barb
barbara
bare
barely
bargain
barn
barry
bars
bart
bartender
base
baseball
based
basement
basic
basically
basin
basis
basket
basketball
bastard
bastards
bat
bath
bathroom
battery
battle
bauer
bay
be
beach
beacon
beans
bear
beast
beat
beaten
beating
beats
beautiful
beauty
became
because
become
becomes
becoming
bed
bedroom
bee
beef
been
beer
before
beg
began
begged
begging
begin
beginning
begins
begun
behalf
behave
behavior
behaviour
behind
being
belief
believe
believed
believes
believing
bell
belle
belly
belong
belonged
belongs
beloved
below
belt
ben
bench
bend
beneath
benefit
benjamin
bennett
benny
bent
berg
bermuda
berry
beside
besides
best
bet
beth
betray
betrayed
better
betty
between
beyond
bianca
bible
big
bigger
biggest
bike
bill
billie
billion
bills
billy
biological
bird
birds
birth
birthday
bit
bitch
bite
bitter
bizarre
black
blackmail
blade
blah
blair
blake
blame
blaming
blank
blanket
blast
bleeding
bless
blessed
blessing
blew
blind
block
blocks
blonde
blood
bloody
blow
blowing
blown
blows
blue
bo
board
boarding
boat
bob
bobbie
bobby
bodies
body
boiling
bomb
bond
bone
bones
bonnie
boo
book
booked
books
boom
boot
booth
boots
booze
border
bored
boring
born
borrow
borrowed
boss
boston
both
bother
bothered
bothering
bothers
bottle
bottles
bottom
bought
bound
bout
bow
bowl
bowling
box
boxes
boy
boy's
boyfriend
boys
bra
bracelet
brad
brady
brain
brains
brake
branch
brand
brandon
brandy
brass
brat
brave
bravo
bread
break
breakdown
breakfast
breaking
breaks
breast
breasts
breath
breathe
breathing
brenda
brenda's
brian
brick
bride
bridge
bridget
brief
briefcase
bright
brilliant
bring
bringing
brings
british
brittany
bro
broad
broke
broken
Brooke
brother
brother's
brothers
brought
brown
bruce
brush
bryant
bubble
buchanan
buck
bucket
bucks
bud
buddies
buddy
budget
buffy
bug
bugs
build
building
built
bulb
bull
bulldog
bullet
bullets
bullshit
bum
bump
bunch
bundy
bunny
burden
bureau
burger
buried
burn
burned
burning
burns
burst
bury
bus
business
bust
busted
buster
busy
but
butt
butter
butters
button
buttons
buy
buying
buzz
by
bye
c
c'mon
cab
cabin
cabinet
cable
cafe
cafeteria
cage
cake
caleb
california
call
called
calling
calls
calm
came
camera
cameras
cameron
camp
campaign
campus
can
can't
canada
canadian
cancel
canceled
cancer
candle
candles
candy
cannot
canvas
cap
capable
capeside
capital
captain
car
card
cards
care
cared
career
careful
carefully
cares
caring
carl
carla
Carly
carly's
carmen
carol
caroline
carpet
carriage
carried
carry
carrying
cars
cart
carter
cartman
carver
cascade
case
cases
casey
cash
casino
cassadine
cassie
cast
castle
casual
cat
catalina
catch
catching
catherine
cats
caught
cause
caused
causes
causing
cave
cd
celebrate
celebrating
celebration
cell
cells
center
central
cents
century
ceremony
certain
certainly
chad
chain
chair
chairs
chalk
challenge
chamber
champagne
champion
chance
chances
chandler
change
changed
changes
changing
channel
chaos
chapel
chapter
character
charge
charged
charges
charity
charity's
charles
charlie
charm
charmed
charming
chase
chasing
chat
cheap
cheat
cheated
cheating
check
checked
checking
checks
cheer
cheers
cheese
chef
chemical
chemistry
chest
chicago
chick
chicken
chicks
chief
child
child's
childhood
children
children's
chili
chill
chin
china
chinese
chip
chips
chloe
chocolate
choice
choices
choose
chop
chose
chosen
Chris
christ
christina
christine
Christmas
christopher
chuck
church
cia
cigarette
cigarettes
circle
circumstances
circus
citizen
city
civil
claim
claims
claire
clark
class
classes
classic
claus
clay
clean
cleaned
cleaning
clear
cleared
clearly
clever
click
client
clients
cliff
climb
clinic
clock
close
closed
closer
closest
closet
closing
cloth
clothes
clothing
cloud
clown
club
clubs
clue
co
coach
coal
coast
coat
cocktail
code
coffee
coffin
coincidence
coke
colby
cold
cole
coleman
colin
collar
collect
collection
colleen
college
collins
colonel
color
colors
colour
com
coma
comb
combination
come
comes
comfort
comfortable
comin
coming
command
commander
comment
commercial
commission
commissioner
commit
commitment
committed
committee
common
community
companies
company
compare
compared
comparison
compassion
competition
complain
complaining
complete
completely
complex
complicated
compliment
compromise
computer
computers
con
concentrate
concept
concern
concerned
concerns
concert
conclusion
conclusions
condition
conditions
conference
confess
confessed
confession
confidence
confident
confirm
confirmed
conflict
confused
confusing
congratulations
congress
connect
connected
connection
conscience
conscious
consequences
consider
considered
considering
conspiracy
constable
constant
constantly
construction
contact
contest
continue
contract
contrary
control
convenient
conversation
convicted
convince
convinced
convincing
cook
cooked
cookie
cookies
cooking
cool
cooper
cooperate
cop
copper
cops
copy
cord
cordelia
core
corinthos
cork
corky
corn
corner
corporate
correct
cost
costs
costume
cottage
cotton
couch
cough
could
could've
couldn't
council
counsel
counselor
count
counter
counting
country
counts
county
couple
couples
courage
course
court
courtney
courtroom
cousin
cover
covered
covering
covers
cow
coward
cowboy
cozy
crack
cracked
craig
crane
crap
crash
crashed
crawl
crawling
crazy
cream
create
created
creative
creature
credit
creep
creepy
crew
cried
crime
crimes
criminal
criminals
cris
crisis
Cristian
critical
cross
crossed
crossing
crowd
cruel
cruise
crush
cry
crying
crystal
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
de
deacon
dead
deaf
deal
dealer
dealing
deals
dealt
dean
dear
death
debate
debt
decent
decide
decided
decides
decision
decisions
deck
deep
deeper
deeply
defend
defendant
defending
defense
definitely
degree
degrees
del
delay
delia
deliberately
delicate
delicious
deliver
delivered
delivery
demand
demon
demons
denial
denied
dentist
deny
department
depend
dependent
depends
deposit
depressed
deputy
derek
describe
description
desert
deserve
deserved
deserves
design
designed
designer
designs
desire
desk
desperate
desperately
despite
dessert
destiny
destroy
destroyed
destroying
destruction
detail
details
detective
determined
devastated
developed
development
device
devil
devoted
dial
diamond
diamonds
diana
diane
diary
dick
did
didn't
die
died
diego
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diet
difference
different
differently
difficult
dig
digestion
digging
dignity
dime
dimera
diner
dining
dinner
direct
direction
directions
directly
director
dirt
dirty
disagree
disappear
disappeared
disappoint
disappointed
disaster
discover
discovered
discovery
discuss
discussed
discussing
discussion
disease
disgust
disgusting
dish
dishes
dismissed
distance
distract
distracted
distribution
district
disturb
disturbed
disturbing
ditch
dive
division
divorce
divorced
dixie
dixon
dizzy
dna
do
doc
doctor
doctor's
doctors
document
does
doesn't
dog
dogs
doin
doing
doll
dollar
dollars
don
don't
done
donna
donny
donor
doomed
door
doors
dorm
double
doubt
doubts
doug
down
downstairs
downtown
doyle
dozen
dr
drag
dragged
dragging
drain
drama
dramatic
drank
draw
drawer
drawing
drawn
dream
dreamed
dreaming
dreams
dress
dressed
dresses
dressing
drew
drill
drink
drinking
drinks
drive
driven
driver
drives
driving
drop
dropped
dropping
drops
drove
dru
drug
drugs
drunk
dry
du
duck
dude
due
duh
duke
dull
dumb
dump
dumped
dunno
during
dust
duty
dying
e
each
eager
ear
earl
earlier
early
earn
earned
ears
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ease
easier
easily
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eat
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eats
ed
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eden
edge
editor
edmund
education
edward
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effective
effects
effort
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eggs
ego
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eight
eighteen
eighty
either
el
elaine
elastic
election
electric
elevator
eleven
elizabeth
ellen
elliot
ellison
else
else's
em
embarrass
embarrassed
embarrassing
emergency
Emily
emma
emotional
emotionally
emotions
empire
employee
employees
empty
enchantment
end
ended
ending
ends
enemies
enemy
energy
engaged
engagement
engine
england
english
enjoy
enjoyed
enjoying
enormous
enough
enter
entered
entering
entertainment
entire
entirely
entitled
entrance
envelope
environment
ephram
episode
equal
equipment
er
eric
erica
erica's
error
escape
escaped
escort
especially
estate
eternity
Ethan
ethan's
europe
evans
eve
even
evening
event
events
eventually
ever
every
everybody
everybody's
everyday
everyone
everyone's
everything
everything's
everywhere
evidence
evil
ew
ex
exact
exactly
exam
example
excellent
except
exchange
excited
excitement
exciting
excuse
excuses
executive
exercise
exhausted
exist
existed
existence
exists
exit
expansion
expect
expected
expecting
expensive
experience
experienced
experiment
expert
explain
explained
explaining
explains
explanation
explode
explosion
expose
exposed
express
expression
extra
extraordinary
extreme
extremely
eye
eyes
f
fabulous
face
faced
faces
facility
facing
fact
facts
fail
failed
failure
fair
fairly
fairy
faith
fake
faking
fall
fallen
falling
falls
false
familiar
families
family
family's
famous
fan
fancy
fans
fantastic
fantasy
far
farm
fascinating
fashion
fashioned
fast
faster
fat
fate
father
father's
fathers
fault
favor
favorite
favors
favour
favourite
fax
fbi
fear
fears
feather
fed
federal
feds
feeble
feed
feeding
feel
feeling
feelings
feels
feet
felicia
fell
fella
fellas
fellow
felt
female
fence
fertile
fever
few
fiancée
fiction
field
fifteen
fifth
fifty
fight
fighter
fighting
fights
figure
figured
figures
file
filed
files
fill
filled
filling
film
filthy
final
finally
financial
find
finding
finds
fine
finest
finger
fingerprints
fingers
finish
finished
fire
fired
firing
firm
first
fish
fishing
fit
fits
fitzgerald
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fix
fixed
flag
flame
flash
flat
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flesh
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flight
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flirting
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floor
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flowers
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focus
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foolish
foot
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forbid
force
forced
forces
foreign
forest
forever
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forgive
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forgiveness
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fork
form
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forms
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forth
fortune
forty
forward
fought
foul
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foundation
four
fourteen
fourth
fowl
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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
happening
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
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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
hostile
hot
hotel
hour
hours
house
houses
houston
how
how'd
how'll
how's
howard
however
hug
huge
hughes
huh
human
humans
humor
humour
hundred
hundreds
hung
hungry
hunt
hunting
hurry
hurt
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jackie
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jackson
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jam
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jamie
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jane
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japanese
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java
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jeez
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jeffrey
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jennifer
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jerk
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jersey
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kane
karen
kate
katherine
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Kay
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kendall
kennedy
kenny
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kramer
kristen
kristina
kyle
l
la
lab
labor
lack
lad
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laurence
laurie
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lawsuit
lawyer
lawyers
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lead
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league
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learn
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leather
leave
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lecture
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left
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level
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lip
lips
lipstick
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liquor
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list
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load
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lobby
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location
lock
locked
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loft
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loose
lopez
lord
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lorelei
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lose
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lot
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loud
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louis
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lousy
love
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lovely
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lower
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lucas
lucinda
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m
ma
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mac
machine
machines
maciver
mackenzie
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mad
madam
maddie
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magazine
magazines
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magic
magical
maid
mail
main
maintain
majesty
major
make
makes
makeup
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malcolm
male
mall
mama
man
man's
manage
managed
management
manager
mandy
manhattan
manner
manners
manning
mansion
many
map
marah
march
marcus
marcy
margaret
marge
margo
maria
marie
marina
maris
marissa
mark
market
marks
marlena
marriage
married
marry
marrying
marshall
martha
martin
martini
marty
mary
mask
mass
massage
massimo
massive
master
match
matches
mate
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material
math
matt
matter
matters
matthew
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maureen
max
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me
meal
mean
meaning
means
meant
meantime
meanwhile
measure
meat
med
media
medical
medication
medicine
meet
meeting
meetings
megan
mel
melissa
member
members
memorial
memories
memory
men
men's
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menu
mercy
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mess
message
messages
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messenger
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met
metal
mexico
mia
miami
Michael
michael's
michelle
mickey
mid
middle
midnight
might
might've
mightn't
mighty
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mike
mikey
mile
miles
military
milk
mill
miller
million
millions
mimi
mind
minds
mine
minimum
minister
minor
minute
minutes
miracle
miracles
mirror
miserable
misery
miss
missed
misses
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mission
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mist
mistake
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mistakes
mister
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mitch
mix
mixed
mm
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mob
model
modern
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mom
mom's
moment
moments
mommy
mommy's
mon
monday
money
monica
monitor
monkey
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
mum
murder
murdered
murderer
murphy
muscle
museum
music
must
must've
mustn't
mutual
my
myself
mysterious
mystery
n
nah
nail
nails
naive
naked
name
name's
named
names
nancy
nanny
nap
narrow
nasty
Natalie
natalie's
nate
nathan
nation
national
natural
naturally
nature
naughty
nbsp
near
nearly
neat
necessarily
necessary
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
new
newman
news
newspaper
next
nice
nicely
nicholas
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
nonsense
noon
nope
nor
nora
norma
normal
normally
norman
north
nose
not
note
notes
nothin
nothing
nothing's
notice
noticed
now
nowhere
nuclear
number
numbers
nurse
nurses
nut
nuts
o
o'clock
o'neill
oakdale
oath
object
objection
observation
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obsession
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occasion
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ocean
odd
odds
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off
offense
offer
offered
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officer
officers
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officially
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ohh
ohhh
oil
ok(see also okay)
okay(see also ok)
ol
old
older
oldest
oliver
olivia
on
once
one
one's
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onto
ooh
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oops
opal
open
opened
opening
opens
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operate
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opinion
opportunity
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options
or
orange
order
ordered
ordering
orders
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organization
organized
original
ornament
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other
other's
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ouch
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ourselves
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outfit
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oven
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overheard
overnight
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ow
owe
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owned
owner
owns
oxygen
oz
p
pa
pace
pacey
pack
package
packed
packing
page
pages
paid
paige
pain
painful
paint
painted
painting
pair
pal
palace
palmer
pan
pancakes
panic
pants
papa
paper
papers
paperwork
parade
paradise
parallel
paranoid
parcel
pardon
parent
parents
paris
park
parked
parker
parking
parole
part
particular
particularly
parties
partner
partners
parts
party
pass
passed
passes
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passion
passionate
past
paste
pat
patch
path
pathetic
patience
patient
patients
patrick
patrol
pattern
patty
Paul
paul's
pay
payback
paying
payment
pays
peace
peaceful
peanut
pee
peg
peggy
pen
pencil
penis
penny
penthouse
people
people's
per
percent
perfect
perfectly
perform
performance
perhaps
period
perkins
permanent
permission
person
personal
personality
personally
personnel
perspective
pet
pete
peter
petty
phase
pheebs
phil
philip
phillip
phoebe
phone
phones
phony
photo
photograph
photographer
photographs
photos
phyllis
physical
physically
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pick
picked
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picnic
picture
pictures
pie
piece
pieces
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pig
pigs
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pile
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pillow
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pine
pink
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pizza
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placed
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plain
plan
plane
planet
planned
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plans
plant
planted
plastic
plate
plates
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played
player
players
playing
plays
plea
pleasant
please
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pleasure
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plough
plug
plus
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poetry
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pointing
points
poison
poker
pole
police
policy
polish
polite
political
politics
pony
pool
poor
pop
popcorn
pops
popular
porch
port
porter
portrait
position
positive
possession
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possibility
possible
possibly
post
posted
pot
potato
potatoes
potential
potion
potter
pound
pounds
pour
powder
power
powerful
powers
practical
practically
practice
pray
prayer
prayers
praying
pre
precious
precisely
prefer
pregnancy
pregnant
premonition
prepare
prepared
presence
present
presents
president
president's
press
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pretend
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price
pride
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prime
prince
princess
principal
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product
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professor
profile
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prom
promise
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proof
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propose
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proves
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psychiatrist
psychic
psycho
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publicity
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pulse
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pumpkin
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puppy
pure
purple
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putting
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qualified
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rabbit
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rach
rachel
radar
radio
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rhythm
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ric
rice
rich
Richard
richard's
Rick
ricky
rico
rid
ride
ridge
ridiculous
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right
rights
riley
ring
ringing
rings
riot
rip
ripped
rise
risk
risks
risky
river
road
roast
rob
robbed
robbery
robbie
robert
robin
rock
rocks
rod
roger
role
roll
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roman
romance
romantic
rome
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roof
room
roommate
rooms
root
rope
rory
rosanna
Rose
roses
rosie
Ross
rotten
rough
round
rounds
route
routine
row
roxanne
roxy
roy
royal
roz
rub
rubber
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ruin
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run
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rush
russell
russian
Ryan
s
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safe
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safety
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sail
saint
sake
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salad
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salesman
sally
salt
sam
sam's
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sand
sandburg
sandwich
sandwiches
sandy
santa
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sarah
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saturday
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save
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say
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school
schools
science
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score
scotch
scott
scotty
scout
scratch
scream
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screw
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script
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sd
sea
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seth
sets
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settle
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setup
seven
seventeen
seventh
seventy
several
sex
sexual
sexy
shade
shadow
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shall
shame
shan't
shape
share
shared
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shark
sharon
sharp
shave
Shawn
shayne
she
she'd
she'll
she's
shed
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sheet
sheets
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shelf
shelter
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sheridan's
sheriff
sherry
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shift
shine
ship
shirt
shirts
shit
shock
shocked
shoe
shoes
shoot
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shop
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short
shortly
shot
shots
should
should've
shoulder
shoulders
shouldn't
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show
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shower
showing
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shows
shrink
shut
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sick
sickness
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side
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sierra
sight
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signal
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signs
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simply
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singer
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single
sink
sir
sis
sister
sister's
sisters
sit
site
sits
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situation
situations
six
sixteen
sixth
sixty
size
skills
skin
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skip
skirt
skull
sky
skye
slack
slap
slave
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sleep
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slept
slide
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slope
slow
slowly
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small
smaller
smart
smarter
smash
smell
smells
smile
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smith
smoke
smoking
smooth
snake
snap
sneak
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sneeze
snow
snyder
so
soap
sob
social
society
sock
socks
soda
soft
sold
soldier
soldiers
solid
solution
solve
solved
some
somebody
somebody's
someday
somehow
someone
someone's
someplace
somethin
something
something's
sometime
sometimes
somewhere
son
son's
song
songs
sonny
sonny's
sons
sookie
soon
sooner
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sorel
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sort
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soul
souls
sound
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soup
source
south
spa
space
spade
spanish
spare
spaulding
speak
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speaks
special
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specifically
speech
speed
spell
spellman
spells
spencer
spend
spending
spent
spider
spike
spill
spin
spirit
spirits
spit
spite
split
spoil
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spoke
spoken
sponge
spoon
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sports
spot
spotted
spread
spring
springfield
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squad
square
squeeze
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stab
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stand
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stands
stanley
star
stare
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stars
start
started
starting
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state
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
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stink
stinks
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stock
stocking
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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
struck
structure
struggle
stuart
stubborn
stuck
student
students
studio
study
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stuff
stuffed
stunt
stupid
style
sub
subject
substance
subtle
success
successful
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suck
sucked
sucker
sucking
sucks
sudden
suddenly
sue
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
surprises
surrender
surrounded
surveillance
survival
survive
survived
susan
suspect
suspected
suspects
suspicious
swallow
swear
sweat
sweater
sweep
sweet
sweetheart
sweetie
swell
swim
swimming
swing
switch
switched
sword
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yup
zach
zack
zander
zelda
zero
zombie
zone
zoo

stopwords.php

<?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));

?>