### Argument and Domain Word Lexicon
### Reference: Nguyen, H., & Litman, D. (2015). Extracting Argument and Domain Words for Identifying Argument Components in Texts. In Proceedings of the 2nd Workshop on Argumentation Mining (pp. 22–28). Denver, CO: Association for Computational Linguistics. Retrieved from http://www.aclweb.org/anthology/W15-0503
### Description:
### The lexicon was extracted from 6794 persuasive essays collected from www.essayforum.com
### 10 argument keywords were chosen including: agree, disagree, reason, support, advantage, disadvantage, think, conclusion, result, opinion
### Domain keyworks are extracted from essay titles but not argument keywords or stop-words
### The lexicon consist of 263 (stemmed) argument words and 1806 (stemmed) domain words mapping to 36 LDA topics
### LDA topic 0 (Argument words)
that the is of it peopl some be to other in are a on as this there for more believ view opinion both howev can with NUMBER than discuss not while have own think an or benefit would should argu may give no conclus advantag agre hand point who which issu could has reason do side argument differ from consid by such way certain fact those topic better say when individu instanc whether exampl abov been posit negat therefor effect much disagre societi clear sinc extent claim disadvantag result will rather moreov obvious far regard drawback nevertheless tend aspect concern still onli seem thus take well consider furthermor might number support strong controversi perspect becom bring hold outweigh case signific lead although benefici experi debat even alway import idea admit impact due base undeni second merit consequ group matter word into addit first come essenti compar henc sever especi wide convinc firm term one major particular doubt sum great evid despit approach up method deni these favor con out role begin anoth obtain each abl mention pros belief wherea influenc besid sens usual varieti phenomenon nowaday less inevit necessari former trend illustr contrari prefer viewpoint often seen rang main conclud befor critic possibl various greater numer plenti assert suitabl encourag oppon valuabl practic potenti vital mean latter opposit analyz crucial meanwhil same advoc accept relat contrast though capabl instead examin aforement enhanc put depend said harm easili turn acquir stand divers definit further accord worth general attent appropri undoubt total pivot effici regardless oppos known appar contend deal remain maintain nonetheless inde absolut
### All LDA topics next are Domain words
### LDA topic 1
i my you essay and write me your thank pleas help am DATE ORDINAL if use hi about correct veri all ani how improv ielt what so need 'm feedback 's comment prepar check appreci at know here answer lot follow realli suggest advanc exam test skill hope specif task like question hello order everyon guy grammar toefl make tri statement :) kind O also advic whi new get mistak sentenc explain good look part see review most everybodi band paragraph plan just complet someon detail revis anyon sure structur letter written wrote want dear least forum post error soon !! chanc few vocabulari wrong set long ve proper doe final short includ alreadi grate last difficult receiv grammat assign along aim wonder u provid organ english previous section find forward advis found .... prompt introduct next relev observ type recommend again run list content note welcom s articl ibt edit evalu sound anyway coher logic extrem actual meet instruct cohes weak im extend glad within applic complain ok thread usag request arrang m form project hear add formal spell
### LDA topic 2
they their and them becaus life mani thing about so live want chang make get like but good veri if lot new use need 's ORDINAL feel tri all know n't find what most just themselv also whi go too without enjoy sometim keep SET follow someth see bad enough kind hard everyon answer everyth realli statement danger earn interest specif look situat must satisfi comfort actual easi last difficult worri final happen bore wast huge anyth littl meet wish everybodi condit everi adapt avoid lose continu mayb readi routin forget common etc whatev self tire full quit otherwis broken nobodi bigger obstacl anymor somebodi insist greed unhappi dont dilig except forth
### LDA topic 3
and DATE technolog human life develop chang new live use modern world research advanc invent machin improv made scienc scientist make help 's field scientif mani skill but medicin abil progress ani contribut medic were easier all diseas without innov creat discoveri like SET process so generat calcul doctor creativ longer robot system rapid electr deterior engin replac statement conveni reli task continu techniqu qualiti industri everi provid equip brought save space tool also complet done keep simpl mankind ever produc ancient then revolut few era discov faster patient explor themselv devic never contemporari comfort appli exist die cure carri singl danger aliv cancer whole mind speed drug inventor effort breakthrough kind lifestyl part forc allow wash assist imposs enabl oper final yet greatest util luxuri pace forward imagin manufactur constant sure ignor manual easi tremend nutshel latest evolut secur growth machineri applianc design almost weapon previous risk demand recent sophist
### LDA topic 4
and sport game activ play team competit physic skill player them event also like exercis athlet cooper particip member improv make social profession all part compet footbal perform organ train abil mental join togeth win club emot among through best fit bodi danger involv communiti match keep basketbal motiv kind mind spirit tension fun promot co-oper releas soccer occas safe patriot engag dure share outdoor effort swim themselv eas whole contribut regular run leisur excit muscl hobbi teamwork strength excel common fan gym stadium psycholog deserv coach fight reward fame handl routin contest justifi profess ball treat risk prize tenni extrem pleasur stimul brain normal favorit injuri gamer star winner leadership sportsmen victori unfair persist extracurricular strengthen collabor cup overcom energet initi
### LDA topic 5
problem and caus increas solut solv what mani chang serious face situat reduc lack affect rise rate suggest order measur action high popul make suffer find also awar level creat decreas tackl factor bad among avoid unemploy focus difficulti toward pressur contribut address continu long condit too amount demand prevent lose larg troubl taken tri advers wors step happen social control huge immedi higher most whi excess rais depress psycholog includ limit common ignor challeng grow whole rapid mental effort threat along occur expect difficult handl promot circumst declin growth standard resolv probabl attitud overcom risk under direct cope strategi normal behaviour balanc detriment associ dramat given few conflict must proper root longer away frequent anticip treat s disord eventu concentr tendenc crisi danger done ill pose overpopul short blame disturb aris adequ
### LDA topic 6
learn languag and book knowledg MISC read foreign new gain at skill understand use speak ORDINAL primari about through how all lot also nativ concept know start most process secondari learner easier sourc best real abil experienc imagin speaker contain basic difficult easi mind brain without expert everi level enough master rememb faster difficulti spoken theori materi quick vocabulari includ tongu novel quit everyth stori adapt fewer perfect absorb limit grasp step die enabl learnt profici continu elementari expand overcom form domin instruct either encount yet outsid unfamiliar math confus reader exact earliest linguist refer understood barrier mysteri direct foundat combin
### LDA topic 7
work job and compani their employe worker salari employ earn manag busi career get high if at skill them paid also profession good competit but satisfact opportun perform most higher organ pay improv need task hire abil workplac boss reward part-tim part choos all small hard offer larg offic provid incom staff secur contribut field qualiti profess low corpor requir expect find long order satisfi factor chanc market promot train colleagu motiv kind allow condit gain effort experienc labor risk co-work receiv wage start project profit unemploy recognit complet situat forc level challeng enough supervisor choic excel harder account creat everi devot compet handl demand occup finish extra surviv lower without entir quick duti engin workforc easi qualif must run involv enterpris prospect set rais dure leav payment themselv form atmospher ahead stabl flexibl boost enabl qualifi pursu engag top director
### LDA topic 8
student and school teacher their class they studi educ learn teach them subject academ good help grade knowledg at also lesson exam classroom professor homework how so if improv make test perform understand system get all high question abil skill about attend motiv need lectur like assign best part must interest pupil provid taught social process concentr themselv uniform requir curriculum qualiti focus task particip level allow math materi know classmat cheat mark ask most final dure evalu given pressur assess distract set order toward excel progress score where too proper pass find formal effort challeng polit chanc project instructor intellig learner explain mathemat extra alon enough disciplin concept special self difficult bore textbook everi keep guid compulsori offer fair receiv enabl tutor detail ’s atmospher drop peer next among balanc polici conduct instruct syllabus memor whole last regular
### LDA topic 9
and music art talent artist creativ listen express mani song ani all s type paint also need musician born gift kind valu pictur feel creat perform train danc everi contribut famous part creation popular abil whi relax form without given taught mind exhibit sing restrict sometim everywher imagin special instrument beauti galleri singer piec inspir concert common draw compos emot reflect drama voic hidden genius classic heard effort brain perfect object sound painter rock artwork exist reveal photograph soul spiritu pop excel uniqu passion imag outstand piano cm innat contemporari genr aesthet sculptur lyric repres melodi master top mood enrich discov imposs limit statu amaz symbol aptitud hear beyond wish
### LDA topic 10
children their parent they and child school them 's learn good teach educ at how life kid adult respons best play age help childhood most grow mani famili behavior ORDINAL earli also so make bad spend veri care affect home taught skill follow social member get statement love everi lack rais behav habit dure understand stage start provid train matur proper moral respect where lesson behaviour let wrong allow classmat valu part mental involv abil basic independ nurtur disciplin guidanc manner toward kind must guid later under youngster peer model upbring direct almost adolesc forc difficulti engag shape share toy board son form advic duti surround born too worri everyth wise cultiv encount daughter soon adulthood brought observ ’s
### LDA topic 11
i my me and was DATE DURATION had am n't but so did about life at becaus were go after myself like want how ORDINAL get what know all thing just made feel never MISC lot start got went ask SET TIME veri thought see best back felt realli told someth tri took rememb mother whi love realiz 'm home look most talk found came hard also mom gave tell face brother ve here dure find decid final away everyth again knew saw sister enough done until anyth grade around pass then too name becam moment met taught finish alreadi end togeth continu stay through confid hope sometim let fun challeng whenev dream ever where dad began complet miss someon spent close without disappoint surpris heard almost everi readi worri wish struggl ca special room everyday troubl wait leav littl els trip wonder quit classmat stop draw ll expect noth fortun notic grew stuff dinner left pick amaz proud grandmoth half easi fear
### LDA topic 12
and communic phone use ’s friend mobil social telephon call face cell make interact email relationship contact talk messag letter n’t keep ” “ connect send meet face-to-fac among between convers network through also touch text share express e-mail feel type affect form conveni ’ easier voic chat away emot isol direct mail distanc via devic enabl without comfort allow actual real brought exchang common receiv easi function instant interperson frequent togeth anywher distract smart imag stay convey offic anytim either telecommun colleagu post simpli cellphon manner misunderstand detail deliv smartphon facial sent emerg confer disappear alter upset privaci applic bond everyday lost closer virtual faster miss facebook elimin gather occur
### LDA topic 13
and was at 's all were look like what TIME just where then down back start walk eye had through around go over see end beauti long call color off light moment open after how street step leav love memori feel room felt until small someth pass happen came never run stop bodi toward stori yet front piec black tree littl too part insid door next sound sit wait left let wonder head cloth mind fill set find made dark white whole along saw upon few pictur across away heart hope rememb red again went dure everi keep journey cold crowd coffe tri space creat got top began sudden ice voic add ground fear smile lost cover surround season bed reach dream blue ride event cool cream flower imagin hear line outsid deep final mountain bird wall pain sky forget window paper comfort sign behind cri heard fall sad breath full size amaz stage arriv goe ocean hair imag atmospher soon hit god weather sun immedi shape pick PERSON dog calm collect almost fire gone camp slowli gold took gift noth return excit aliv snow belong readi half bit middl tear ladi vivid corner last done allow sight cross carri
### LDA topic 14
live citi and place hous big area new build small mani apart communiti becaus move town center factori where lot urban facil countrysid larg park rural opportun also villag home find room go locat resid shop all want so near built neighborhood stay most like choic rent conveni provid construct condit need migrat nois SET centr servic offer plan chanc dormitori choos hometown capit see comfort expens attract weather neighbor hotel meet secur qualiti accommod space outsid hospit leav establish fresh around clean final mall climat suburb site option almost campus nearbi hostel suppli infrastructur crowd region open announc garden peac inhabit wish farm exist immigr beauti atmospher surround pool offic map dirti detail etc supermarket difficult few privaci block away design cinema flat store equip pace hurri emerg theatr
### LDA topic 15
we our us and but live life them make so about thing help all if mani know veri what how get ourselv also SET just lot see like need find everi then keep kind best part never without go must whi old realli tri everyth someth sometim understand happen around let imagin mistak event last ca too next togeth rememb lose noth lost surviv moment unfortun easier found whole few everybodi beauti list difficult easi actual exact forget final avoid ever foremost truli pass done wonder exist away everyday full whatev nobodi stronger etc goe precious meaning b direct mayb till demonstr clarifi outstand unknown treasur pain belov bore struggl lifetim expand newli form notic
### LDA topic 16
car and transport use traffic public travel road vehicl pollut air drive accid increas privat price reduc improv train mani bus jam driver also petrol congest automobil cost flight fuel buse airplan decreas highway system distanc conveni best limit cheap order subway comfort measur speed tax destin passeng bicycl safeti run gas street amount station altern mile engin offic afford ticket reach qualiti electr motor rais nois safe heavi rout rush truck owner emiss construct implement plane last charg option lower fewer cheaper carbon commut gasolin usag mode condit infrastructur airlin avoid proper inhabit airport emerg taxi trip emit ride direct safer hike metro anywher heavili journey form introduc common fare etc crowd fli hydrogen carri wait releas demand rapid foot ownership arriv
### LDA topic 17
DATE DURATION and PERCENT was at MONEY increas LOCATION show ORDINAL over were period chart had below inform about percentag between report per least graph figur dure popul comparison ORGANIZATION amount averag all level decreas reach rate SET highest then rise around describ overal task tabl unit spent shown proport bar near slight just similar most categori consumpt where after featur given follow respect relev under higher share approxim almost fish select line dramat gradual sector survey half includ electr lower popular incom start data type pie among lowest lectur expenditur until declin drop reveal largest continu end last doubl rose growth record detail pizza peak indic hamburg short receiv region steadili household chip took statist demand next account bed low throughout summar experienc occur divid fall predict again notic fluctuat ’s present consist sudden list top biggest slowli toy pattern domin diagram photograph twice ownership revers domest cent previous upward rapid constant till rough risen grew form observ quantiti exceed net sharpli gram estim portion smaller b tenni
### LDA topic 18
he his and her she was him 's had person but man did about after were all never at himself veri PERSON want also stori becam doe father made thought through know love face just got son final god ask tri name call charact king brother start decid then girl told gave wife see took die meet boy sister end talk hero littl chanc ever without impress war heart last respect again found everi herself knew continu later throughout dure too left born doctor alon dream came quit happen faith soon lost receiv evil courag poem goe everyth led grandfath smile daughter miss succeed eventu passion admir fight simpl gone truli discov uncl wish kept perfect brave trait actual pain novel presid won serv refus self whose aunt prejudic overr chose met overcom fortun fire away cousin whom unfortun wrote lose struggl underr jealousi destini extrem treat except tough laugh nice
### LDA topic 19
food and eat health fast cook smoke healthi restaur at prepar meal habit diseas home also mani diet most bodi exercis caus drink obes good lifestyl SET conveni cigarett weight healthier unhealthi veget like tast fruit kind smoker lot meat fat heart dish bad prevent too cancer easier save alcohol kitchen ingredi tobacco nutrit contain junk fit fresh choic stay delici regular rice dinner organ qualiti choos risk blood overweight process clean microwav style type serv includ affect calori around ill keep easi lose sugar lung normal replac nutriti avoid chef addict diabet option salt breakfast convent condit chemic oven almost balanc consumpt substanc milk sedentari fri vitamin quick extrem materi dine common cheaper recip simpl cure sleep passiv nutrient enough ate sure hazard grown hamburg lunch worri vegetarian burn everyday danger eventu add hungri tasti preval
### LDA topic 20
and person success life happi 's achiev factor most goal what social valu wear characterist appear good cloth hard all charact how make respect dream determin qualiti world look feel dress doe ani attitud desir behavior understand defin like reach also through challeng moral succeed key veri creat abil everi failur motiv toward set confid judg follow intellig style without never satisfi surgeri possess expect impress model status difficult PERSON realist indic ambit find contribut effort fashion behav luck perfect path materi power gain element whole extern someon wealth fail everyon born fulfil inspir humor must kind imposs realiti background order ethic act pursu trait satisfact his/her statement uniqu mind themselv focus pursuit tri exist accomplish step integr design among trust relationship beauti direct condit ambiti truli shape similar reflect cosmet upon reveal ultim within suit pleasur yet common part featur basi real repres emot normal percept recogn uniform seek complex form theori observ etc content meet thought attempt spirit formal famous aim luxuri surround outcom
### LDA topic 21
DURATION time work and at spend home SET stress activ life enjoy go plan long free make after if travel dure vacat hard relax get leisur use TIME too all but need also pressur save break rest period hobbi wast finish schedul littl short stay feel without start mind spent offic lot enough off like most comfort choos requir allow then choic spare between sleep interest reliev task holiday themselv balanc limit longer outdoor late away done everyday happiest complet expens option tire few extra outsid miss lose indoor chanc exhaust trip mental pace lazi sit involv wait fun low regular full leav continu routin engag worri accomplish fresh bore refresh focus either later quick arrang brain precious meet under faster distract hectic whole ideal final difficult releas entir happier shorter quit unabl intens condit loos fail plus hang bill gym puzzl deadlin luxuri wise nutshel delight safe inclin — lost draw mountain
### LDA topic 22
money govern and public health pay spend educ invest financi servic need 's care provid amount if fund facil save free budget all medic improv tax citizen privat expens cost earn respons fee treatment requir system measur basic spent prevent high space state qualiti diseas larg must charg incom explor alloc huge patient wast afford enough receiv plan paid everi project hospit polici best burden financ includ rais keep tuition borrow part demand purpos aid ensur limit loan proport expenditur attract cure doctor focus debt account insur taken balanc avail equip condit bank extra healthcar mainten contribut immedi whole cover construct prioriti infrastructur ill payment distribut necess proper fundament safe suppli under revenu outer lack alreadi unfair guarante serv full bill adequ assist urgent duti fair recreat meet prosper wealth
### LDA topic 23
and televis watch movi tv media news program about inform entertain show film celebr newspap what bad most radio also mani all audienc 's public channel famous like stori get behavior real violent affect violenc see follow report content kind provid programm interest popular broadcast magazin lot among mass editor happen viewer cinema star too scene imit detail event mind fiction publish attract actor control print type sourc limit favorit specif act screen imag polit pictur appear cartoon spread novel reader theater includ amus around through fan weather front few realiti hero shown aggress present toward contain fun seri journalist imagin destroy visual coverag inspir model comic documentari purpos releas expos sit s funni appeal drama comedi latest design ordinari • form exposur medium theatr convey hear
### LDA topic 24
you your friend and if good make person life help becaus but famili need get feel thing so like happi go ORDINAL n't mani best most know about them all want pet relationship lot veri neighbor specif love yourself someon friendship share choos also find ani then roommat alon close talk togeth answer understand must situat care chanc realli stay member everyon someth parti meet hard qualiti troubl sure whi last explain everyth final sometim ask difficult advic without trust tell easi statement long around treat after bad tri everybodi kind type step enough fun detail mayb comfort see quit acquaint along nice reliabl ca let easier never room simpl independ found whenev toefl difficulti keep moment somebodi sad worri anyth choic honest wo familiar wait dog similar birthday whom invit condit guid companion singl partner possess wonder dinner short next actual strang
### LDA topic 25
comput and inform internet use MISC technolog onlin mani access world provid all also video librari make tool sourc search need 's avail devic ORGANIZATION conveni electron most modern connect websit without paper get through credit distanc card addict softwar user network easier site creat materi web easi part find data laptop updat save replac allow via offer bank interact limit gadget virtual quick enabl chat applic where spread click surf instant facebook almost screen usag exchang post real everi complet purpos note function assign era brought etc account reach offic content latest download copi faster ever sit everywher facilit carri digit globe widespread date reliabl page done front too collect option engin reli touch document longer mode deliv complex twitter forum transact oper short enorm blog imagin proper link
### LDA topic 26
and their young famili they age live life teenag generat adult communiti them old elder help social older youth care member like get younger independ respons ..... most youngster also at servic all themselv home after between retir senior longer feel stay volunt valu extend need drug grow part common teen financi look unpaid gap involv matur grandpar among whole lifestyl chariti peer leav awar difficult start relationship date adolesc alon togeth lack away abus pressur burden voluntari through enough previous chanc toward soon advic contribut experienc taken emot compulsori attitud juvenil bulli seek rais assist nurs moral expect account bond difficulti stage oblig next cope struggl advis adulthood rare form alcohol cousin earlier prioriti later depress loneli recogn lone behind lost isol devot regular afford explor set conscious duti recommend run mandatori fit occupi prone neglect happier belong worri serv
### LDA topic 27
product advertis and buy busi good compani need shop consum market custom price sale purchas make profit popular sell item high attract promot also qualiti cloth cost store servic produc commerci fashion process brand sold ad owner real chocol power plaza larg choic demand skateboard purpos part expens without design meet latest manufactur introduc famous strategi creat recommend unnecessari includ supermarket reflect mall afford commod name materi target shopper incom agenc huge among prohibit function boost final satisfi equip central cocoa oper uniqu bought mass luxuri cheaper imag sure actual advert seller impress exagger persuad concret campaign depart powder handmad aim suppli enterpris toy chain litter mislead stuff
### LDA topic 28
and ORGANIZATION 's author LOCATION if were question leader state how at MISC but respons also polit explain all provid found statement power dure doe made follow understand order assumpt prove written articl taken present evalu lack actual exist must survey indic form recent event sure theori limit without whi repres strengthen direct basket assum scandal writer reader led through analysi boat presid yet passag observ focus fail previous flaw across within shape speaker upon organ data establish involv serv declin includ conduct biolog under condit logic entir uniqu propos prompt statist ancient expect basi function origin account detail simpli central recommend river safeti format line complet throughout singl pass demonstr done return refer common deep attempt allow candid valid principl paragraph superior reveal perhap carri mayb challeng proper quit sampl investig thesi full
### LDA topic 29
countri and nation develop world educ their econom poor global govern help economi also citizen intern LOCATION all rich provid between most system improv but ORDINAL growth standard poorer industri poverti aid polici sector financi good among share resourc welfar contribut wealthi so agricultur after rate everi state respons social war polit where trade creat opportun peac themselv look popul gap wealth progress level condit assist must whole qualiti export without part establish militari unemploy power reduc around forc politician civil organ infrastructur promot prosper lack richer corrupt basic underdevelop afford crisi worldwid under ever offer status movement rais qualifi proper inequ incom undevelop ’s exist stabil immigr stabl aim receiv few reach yet illiteraci adopt within allow ruler well-b ensur hunger low fulfil throughout prioriti forward oblig labor affluent scholarship sole domest illiter defens vast exchang common final duti either
### LDA topic 30
and crime punish law crimin right freedom rule commit if control death violenc against kill prison capit drug given polic all motiv penalti restrict protect rate juri fix ani ban gun prevent murder circumst record defend forc communiti type moral illeg action regul under judg secur taken strict victim allow must act weapon without situat also offend speech behavior system violent creat innoc legal account danger jail carri wrong decid where limit involv impos justic order state set prohibit execut kind abus censorship someon court polici power peac chanc purpos sentenc enforc again level implement safeti fear everi mistak around themselv appli offens behaviour imprison mental accus common ideal break lawyer threat awar conscienc robberi proper ensur attack steal >> form done releas stop war evil flexibl fair terrorist threaten freeli obey behind street fight convict violat whole repeat occur trial guilti treat corrupt offenc killer juvenil minor toward civil arm
### LDA topic 31
univers student and studi educ colleg knowledg subject cours school career high mani attend graduat field skill opportun prepar requir academ higher after all provid choos get also interest them degre most go gain what scienc at need institut find chanc offer decid specif enter good pursu special train like research appli choic start profession qualif best whi complet abroad through basic curriculum purpos engin level avail option order mathemat applic profess everi finish where literatur faculti background focus themselv demand select meet function oversea campus continu theoret certif professor open probabl relev enrol master given equip broaden difficulti theori broad adapt real chosen must candid join independ includ limit secondari his/her abil qualifi complex compet disciplin passion toward guarante expert undergradu pass prospect laboratori biolog outsid step enough common fundament scholar
### LDA topic 32
but if what n't make 's decis and just so doe about right tell all thing truth want know lie at like becaus them realli someth ani how world wrong then feel mistak situat never choic good mind someon sometim most without ca let go thought action must tri anyth happen bad where relationship need end look risk best everi too noth littl themselv choos keep everyon made everyth els simpli real sure question ask quick enough ignor hurt see act understand whi actual avoid goe decid power alreadi honest lose direct care realiti realiz done back imagin probabl long start suppos re told hard stop again fail order almost mayb trust ’s ever wo whole statement full except yet itself emot he/sh taken advic his/her exist away perfect simpl form easi heart anyon leav expect ll next around honesti awar complain succeed whatev nobodi later – wors entir eventu fight forc brain object blame rest exact yes last prais complet
### LDA topic 33
and cultur countri tradit travel local build histori place new visit museum tourist intern world custom about tourism old also histor mani visitor LOCATION MISC them foreign valu preserv attract 's understand abroad like style most ident follow between part host where protect heritag interest trip tour tri respect around keep oversea uniqu guid global know adapt opportun welcom beauti see everi ancient immigr destroy origin ancestor explor religion famous destin replac region holiday open civil popular special purpos lifestyl chanc loss boost belong event promot nativ barrier costum creat familiar disappear form excit festiv collect name exchang resid conflict western spread behaviour lost must integr shock symbol race adopt ethnic background religi architectur throughout structur mutual hotel introduc function biggest forget broaden ceremoni tension repres impress discov vari minor templ identifi display conserv revenu pride fun toler wonder offici spot reflect proud domest multicultur unfortun
### LDA topic 34
and women famili men mother equal femal father male gender marriag girl babi between boy respons 's marri everi woman love divorc coupl care similar husband also home sex togeth man decid relationship rais share singl must emot partner sole birth household duti ought arrang religion fatherhood balanc separ chore wife motherhood wed nurs given strength conflict difficult common mix militari daughter discrimin full emphas spous pregnanc psycholog abort status sexual juvenil armi profess prove son suppos nurtur upbring delinqu treat religi infant disciplin either weak alik vice domin domest pregnant outsid housework wive emphasis attribut quit unlik harmoni versa etc bear co-educ distinct single-sex depriv
### LDA topic 35
and anim human environ natur water use energi resourc environment protect pollut industri also nuclear mani global land world need all power plant earth warm caus sourc speci produc damag fuel zoo save wast planet air generat LOCATION tree endang forest most test like research fresh control clean factori destroy fossil grow oil carbon popul amount electr danger farm extinct without suffer preserv agricultur climat disast reduc creat limit chemic emiss altern condit larg dioxid wild cut habitat organ space rubbish process kill threat everi kind exploit surviv farmer solar gas recycl atmospher ecosystem keep prevent destruct soil conserv coal effort cost releas consumpt green affect purpos suppli materi die awar creatur decreas crop gase sea must contribut fertil flood stop huge deforest wind temperatur hunt greenhous river fish burn sustain regul renew safe balanc bottl too ozon form run plastic cat exhaust heat surround demand cruel strict loss threaten shortag contamin layer last continu oxygen deplet bag