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Reading: Stop Words for Social Media Analytics
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SmartData Collective > Big Data > Data Visualization > Stop Words for Social Media Analytics
Business IntelligenceData VisualizationModelingSocial DataSocial Media AnalyticsText Analytics

Stop Words for Social Media Analytics

gunjan
Last updated: 2013/03/07 at 6:23 AM
gunjan
7 Min Read
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Word Cloud is an important visualization technique in social media dashboards. In a glance, the stakeholder can see what their customers are talking about on social media. You can divide the positive and negative terms by using different color codes in the word cloud. 

Word Cloud is an important visualization technique in social media dashboards. In a glance, the stakeholder can see what their customers are talking about on social media. You can divide the positive and negative terms by using different color codes in the word cloud. 

social media word cloud


To come up with the most efficient word cloud, first remove the stop words.

Below is the list of stop words which can be help you remove noise from the word clouds:

ahereuponsixdifferently
a’sherssodowned
ableherselfsomedowning
abouthisomebodydowns
abovehimsomehowearly
accordinghimselfsomeoneend
accordinglyhissomethingended
acrosshithersometimeending
actuallyhopefullysometimesends
afterhowsomewhatevenly
afterwardshowbeitsomewhereface
againhoweversoonfaces
againstisorryfact
ain’ti’dspecifiedfacts
alli’llspecifyfelt
allowi’mspecifyingfind
allowsi’vestillfinds
almostiesubfull
aloneifsuchfully
alongignoredsupfurthered
alreadyimmediatesurefurthering
alsointfurthers
althoughinasmucht’sgave
alwaysinctakegeneral
amindeedtakengenerally
amongindicatetellgive
amongstindicatedtendsgood
anindicatesthgoods
andinnerthangreat
anotherinsofarthankgreater
anyinsteadthanksgreatest
anybodyintothanxgroup
anyhowinwardthatgrouped
anyoneisthat’sgrouping
anythingisn’tthatsgroups
anywayitthehigh
anywaysit’dtheirhigher
anywhereit’lltheirshighest
apartit’sthemimportant
appearitsthemselvesinterest
appreciateitselftheninterested
appropriatejthenceinteresting
arejustthereinterests
aren’tkthere’skind
aroundkeepthereafterknew
askeepstherebylarge
asidekeptthereforelargely
askknowthereinlatest
askingknowsthereslets
associatedknownthereuponlong
atltheselonger
availablelasttheylongest
awaylatelythey’dmade
awfullylaterthey’llmake
blatterthey’remaking
belatterlythey’veman
becameleastthinkmember
becauselessthirdmembers
becomelestthismen
becomesletthoroughmr
becominglet’sthoroughlymrs
beenlikethoseneeded
beforelikedthoughneeding
beforehandlikelythreenewer
behindlittlethroughnewest
beinglookthroughoutnumber
believelookingthrunumbers
belowlooksthusolder
besideltdtooldest
besidesmtogetheropen
bestmainlytooopened
bettermanytookopening
betweenmaytowardopens
beyondmaybetowardsorder
bothmetriedordered
briefmeantriesordering
butmeanwhiletrulyorders
bymerelytrypart
cmighttryingparted
c’monmoretwiceparting
c’smoreovertwoparts
camemostuplace
canmostlyunplaces
can’tmuchunderpoint
cannotmustunfortunatelypointed
cantmyunlesspointing
causemyselfunlikelypoints
causesnuntilpresent
certainnameuntopresented
certainlynamelyuppresenting
changesnduponpresents
clearlynearusproblem
conearlyuseproblems
comnecessaryusedput
comeneedusefulputs
comesneedsusesroom
concerningneitherusingrooms
consequentlyneverusuallyseconds
considerneverthelessuucpsees
consideringnewvshow
containnextvalueshowed
containingninevariousshowing
containsnoveryshows
correspondingnobodyviaside
couldnonvizsides
couldn’tnonevssmall
coursenoonewsmaller
currentlynorwantsmallest
dnormallywantsstate
definitelynotwasstates
describednothingwasn’tthing
despitenovelwaythings
didnowwethinks
didn’tnowherewe’dthought
differentowe’llthoughts
doobviouslywe’retoday
doesofwe’veturn
doesn’toffwelcometurned
doingoftenwellturning
don’tohwentturns
doneokwerewanted
downokayweren’twanting
downwardsoldwhatways
duringonwhat’swells
eoncewhateverwork
eachonewhenworked
eduoneswhenceworking
egonlywheneverworks
eightontowhereyear
eitherorwhere’syears
elseotherwhereafteryoung
elsewhereotherswhereasyounger
enoughotherwisewherebyyoungest
entirelyoughtwhereinbeings
especiallyourwhereuponbig
etourswherevercase
etcourselveswhethercases
evenoutwhichclear
everoutsidewhilediffer
everyoverwhitherhence
everybodyoverallwhoher
everyoneownwho’shere
everythingpwhoeverhere’s
everywhereparticularwholehereafter
exparticularlywhomhereby
exactlyperwhoseherein
exampleperhapswhyseven
exceptplacedwillseveral
fpleasewillingshall
farpluswishshe
fewpossiblewithshould
fifthpresumablywithinshouldn’t
firstprobablywithoutsince
fiveprovideswon’thaven’t
followedqwonderhaving
followingquewouldhe
followsquitewouldn’the’s
forqvxhello
formerryhelp
formerlyratheryesself
forthrdyetselves
fourreyousensible
fromreallyyou’dsent
furtherreasonablyyou’llserious
furthermoreregardingyou’reseriously
gregardlessyou’veasks
getregardsyourback
getsrelativelyyoursbacked
gettingrespectivelyyourselfbacking
givenrightyourselvesbacks
givesszbegan
gosaidzerohardly
goessamehe’dhas
goingsawhe’llhasn’t
gonesayhow’shave
gotsayingmustn’tseemed
gottensaysours seeming
greetingssecondshan’tseems
hsecondlyshe’dseen
hadseeshe’llwhy’s
hadn’tseeingshe’sarea
happensseemwhen’sasked

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gunjan March 7, 2013
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