Twitter users segmentation

This is a segmentation in 15 clusters using a kmeans algorithm. Each cluster is showed as a tag cloud. The size of the tag depict the support of the tag (how many people in the cluster has used this tag) and the font color depict the frequency of the work in the cluster against the frequency in the whole dataset (black if the world is a lot more frequent in the cluster versus the whole dataset).

Cluster 5 (11.15%)

actress affiliate apple baby being cant change check christian church coach come comedy cool crazy creator dance dancing earth eating enough family fanatic feel food football full funny general getting girl going good great green guitar guru hang hate have helping history join know laugh lawyer learning life like little living look love make making married meet meeting money much music name order outside owner party passion people person photography play playing politics read reading real right running self share shop simple singer software songwriter sport stay still stop story summer take talk training travel true twilight while wife work worker writing years yoga young

Cluster 12 (8.31%)

advertising agent arts band buff build cant check chocolate club coffee come cooking creator culture dance dancing design developer eating engineer english enthusiast even fanatic fashion fast father film filmmaker former general group guitar guru hate heart high history indie industry leader learning lifestyle like lover maker making management manchester medicine mind modern music musician need nice night organization over person photography play player playing politics power producer production programmer public publisher relations right rock science society songwriter soul sound state store student studio support talk television tell theatre things touch trainer training travel twilight twitterer university video well wish words work year yoga

Cluster 13 (8.21%)

advertising advice advocate agency album america american animal australia baby being best breaking california care celebrity channel chief christian community correspondent daily date earth editor entertainment environment expert favorite feed fitness football gadget general golf gossip group health here hollywood human industry info information innovation international join june junkie keep king latest leading lifestyle london manchester market medical meeting movie national need nerd news office open organization plus politics product project public reading research science search series share shop side site source sport state stay stop stuff support take talent team tech technology theatre three times today tweet tweeter twilight university visit website wellness west wine world yoga

Cluster 1 (7.83%)

above account activist agency arts back blog book born california celebrity channel check coach comedian content culture daily date entertainment expert fast favorite feed find first former free friendly funny getting give gossip hang here home house http join keep last latest lead link manager meet meeting movie news north office official order page part people photography plus post power president profile public read real search security service share singer site songwriter source speaker state stay story stuff style support talent team thing think times touch trainer tweet twilight twitter video visit website well woman york

Cluster 3 (7.75%)

addict advertising advice advisor advocate affiliate agency agent animal arts atlanta blog buff build business celebrity coach communications community company computer consultant content cooking design development dream education enthusiast entrepreneur event experience expert fanatic fashion finance fitness former founder graphic great group guru help helping home human international internet junkie king lawyer leading learning lifestyle line london looking luxury magazine making management manager market marketer marketing medical mobile modern morning network office personal place player president production professional profit project public reader rector relations research sales school security selling service services share simple software soul south speaker specialist start studio support teacher thor today trainer training traveler twitterer user video woman words writing york

Cluster 8 (7.47%)

action activist addict advocate agency american animal apple artist arts beauty blog blogger born call care christian city club coach coffee college communications company conservative consultant creator daily daughter designer developer development director dream engineer enthusiast entrepreneur environment executive expert family fanatic fitness former founder friendly geek great green group heart helping http idea information innovation internet junkie leader learning living london looking marketer marketing married meet mobile model musician national nerd network open partner party passion photographer playing politics power professional profile public read reading rector relations science search security service services single social software speaker specialist stuff summer take tech technology thanks things trainer traveler tweeter visit working year yoga

Cluster 10 (6.66%)

above action album america australia baby back best blog celebrity check club comedian coming computer content dance date design developer development down education energy english event experience feel find first free friend full funny game getting guide help here http industry info join june keep know last learning line link look making medical mind money more much national natural need nice nothing open over partner person player post profile quality right round search selling service share specialist stay still studio talk tell thanks thing think today true tweet visit want website well wellness working years

Cluster 11 (6.22%)

action activist actor advice area atlanta beach beauty best better brand buff call care change comedian conservative crazy daughter down dreamer education enough environment estate even finance fitness former friendly funny game going green group help helping here high home human king lady leader leading look luxury magazine making management manchester market modern money movie national native need open organization over person place product production reader real research school services short small specialist stand store street take team tell thinker thor training traveler university voice watch website wish works world

Cluster 7 (6.15%)

america american animal award band beach birth career childbirth chocolate coffee college columnist computer cool crazy daughter designer doula fast first food freak friend full game geek going good great home industry kind little looking lover maker model modern mother much musician natural night part product programmer reader reading round science self share shop single sister software songwriter student studio summer support teacher things thor three time times travel tress twilight twitterer wife wine winning woman worker works year yoga york

Cluster 14 (5.87%)

agent artist better chief college communications community cooking cool designer down editor enthusiast feel football funny future give going good graphic great guide help helping info keep last laugh learning lifestyle line looking magazine make maker making member money morning musician national night order owner people play politics post professional profit publisher read short small specialist start stuff style talk tell things times today twitterer visit watch wellness woman work writing young

Cluster 6 (5.81%)

actor actress addict artist author band beauty best blogger book born brand buff career chocolate city coach coffee columnist comedian comedy comic consultant content creator developer director dream editor educator entertainment fanatic film freelance friend funny future geek green hollywood house human indie journalist junkie lady lead lover magazine manager married member musician nerd order personality photographer poet presenter producer professional publisher reader round selling series services singer small songwriter speaker stand star stuff style tech television thing thinker thor times traveler tress tweet tweeter video visit while winning woman writer writing

Cluster 9 (5.48%)

activist actress american artist author award back birth celebrity channel childbirth comedy content creator director doula educator engineer even executive experience expert father feel film filmmaker future host member million mind model morning outside over owner passion person personal personality presenter producer production radio rector series show singer small songwriter sound south sport star stay take talk television theatre think times today tress tweet university watch west winning worker years

Cluster 2 (5.33%)

action activist agency america american area back band being best book chocolate daughter down energy english entertainment europe even experience expert favorite find first full game give graphic great hair hate have high host human idea international june keep king laugh line little london looking lost married medicine meet member million modern movie much need nice night office over person place project public read selling site society software speaker star still store story thanks touch tweet want well words years

Cluster 4 (5.10%)

actor advisor advocate apple artist author being book brand care chef childbirth coach computer crazy designer developer director doula dreamer dude editor educator engineer enough entertainment entrepreneur executive family father film fitness former freak gadget geek general great guide host human husband innovation line management marketer nice order owner partner personality photographer place player poet president professional radio right round small songwriter speaker specialist support talent teacher trainer traveler

Cluster 0 (2.65%)

addict agency australia baby back birth book brand california cancer cant change chick city coffee come communications crazy dance dancer design eating education environment filmmaker football funny give golf group guitar head heart high host human independent international king lead lifestyle london looking national network outside over passion photography play playing politics power presenter profit radio right rock sales science self service signer singer single sister soul speaker sport state studio summer talent think truth voice writing york young