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Figure 6:
Topics and terms of the whole dataset on the base of 187,244 tweets_
| Terms | Topics & tokens % | |
|---|---|---|
| 1 | «vam,»graci»,»esper», «mujer»,»seg»,»muj»,»dignid»,»amor»,»luch», “vid” | Women-dignity 10.3% |
| 2 | “apoy”, «navarrowolf», “angelamroble», «antanasmockus», «corrupt», «cuent», «aliriouribemunoz», «guerriller», “mentir”, “trabaj” | Support-issues 10.2% |
| 3 | «vot»,»cambi»,»petropresident»,»vid»,»sal»,»necesit», “famili»,»gent»,»colomb»,»paz» | Change 10.1% |
| 4 | “petro”, «president»,»vicepresident»,»franc»,»primer»,»quiero»,»gustav», «vic», “marquez» | Petro-Francia 10.1% |
| 5 | “viv», «sabros»,»social»,»quer»,»paz», “derech”, “histor”, “pact”, “trabaj”, “comun” | Better life 10.1% |
| 6 | “usted”, “ingrodolfohndez», «sab»,»habl»,»rodolf”, «mied»,»castillomarel», “debat”, “respet”, “alavaroleyv” | Opponent candidate 9.9% |
| 7 | «pued”, «ecoanec»,»alexlopezmay», «ver», “adrianaluci”, “santialarconu”, “dianangel”, “polodemocr”, “odi”, “bien” | Supporting figures 9.9% |
| 8 | “colomb”,»gan»,»hoy»,»puebl»,»nuev»,»dios»,»colombian»,»felicit»,»nadi»,»histori» | Victory 9.9%_ |
| 9 | «politica»,»campa»,»mism»,»arielanaliz», «urib», “van”, “eljulisastoque”, “corrupcn”, “verdad”, “candida” | Politics 9.8% |
| 10 | alfonsopr,»margaritarosadf»,»gustavoboliv»,»pactocol»,»aabenedetti»,»pizarrom ariaj»,»pactohistor»,»mafecarrascal»,»sofiapetro»,»veronicalcocerg» | Supporting figures 9.8% |
Topics and terms on the base of 54_848 tweets attributed to males mentioning the account of @FranciaMarquezM_
| Terms | Topics & tokens % | |
|---|---|---|
| 1 | «viv», “apoy»,»pac»,»sabros»,»arieanaliz», «social», «franc»,»dignid», “asesin”, “mujer” | Pact-Francia 20.4% |
| 2 | “ser»,»pued»,»navarrowolf»,»angelamrobled»,»antanasmockus»,»ver»,»mal»,»aliriour ibemuoz»,»gloriasniet»,»gobiern» | Political figures 20.4% |
| 3 | «col»,»cambi»,»esper»,,»vid», “pueblo”, “mejor”, “nuevo”, “paz”, “histori”,“democraci” | Change 20% |
| 4 | «ingrodolfohndez»,»alfonsopr»,»gustavoboliv»,»aabenedetti»,»pactocol», “pactohistor”, “urib”, wradiocolombi”, “corrupt”, “mied” | Pact-Colombian issues 19.7% |
| 5 | «colombian»,» margaritarosadf», «pizarromariaj»,»segu»,»sofiapetro», “gustav’, “tobonsanin”, “famil”, “amor”, “susanaboreal” | Supporting figures 19.5% |
Topics and terms on the base of 29_037 tweets attributed to females mentioning the account of @FranciaMarquezM_
| Terms | Topics & tokens % | |
|---|---|---|
| 1 | «ingrodolfohndez», «alfonsopr», “futur”, “soypetrosoypaz”, “apoy”, “pac”, “migente”, “votarpor”, “votartempran”, “pactocol” | Elections 25.5% |
| 2 | «petr»,»cambi»,»president»,»vicepresident»,»vamos», “gan”, “nuev”, “paz”, “esper”, “democrac” | Change-peace 25.3% |
| 3 | «margaritarosadf»,»vid»,»mujer»,»muj», “pueb”, “dios”, «represent», «esper», «dignid”, “pizarromariaj” | Women 24.7% |
| 4 | «viv,»quier»,»pued»,»sabros»,»trabaj»,»mejo»,»pod»,»navarrowolf»,»ver»,»pact», “angelamrobledo” | Living with taste 24.4% |
Comparison of words and mentions proportionally more used by the two genders_
| words males | DiffInP z | words females | DiffInP z | at males | DiffInP z | at females | DiffInP z |
|---|---|---|---|---|---|---|---|
| orchestrated | 12 | peace (in plural) | −33.7 | @petrogustavo | 10.8 | @independent news channel | −25.6 |
| pettiness | 11.8 | we will have | −31.7 | @women’s movement | 10.5 | @ news channel | −11.7 |
| wake up! | 11.8 | we do | −30.7 | @female artist | 9.6 | @women’s movement | −7.4 |
| to generate | 11.2 | reasons | −29.8 | @women from political party | 9.3 | @female activist | −7.1 |
| to look for | 11.2 | past | −27.6 | @male politician | 8.9 | @male political analyst | −7.1 |
| to lie | 10.9 | future | −23.8 | @male politician | 8.9 | @National Registry of Civil Status | −6.8 |
| resentment | 10.5 | millions | −19.8 | @male politician | 8.6 | @female activist | −6.6 |
| decency | 10.2 | I have | −19.5 | @male politician | 8.4 | @male activist | −6.5 |
| values | 10.1 | thanks | −16.6 | @male politician | 8.1 | @female activist | −6.2 |
| colombians | 9.9 | help us | −16.5 | @male politician | 7.9 | @male activist | −6.1 |
| dirty | 9.8 | vicepresident | −15.4 | @male politician | 7.8 | @male activist/influencer | −6 |
| lies | 9.7 | hope | −14.1 | @female politician | 7.4 | @female writer | −6 |
| hatred | 9.4 | mary | −13.1 | @female politician | 7.3 | @female former president | |
| to burn | 9.2 | woman | −13 | @female politician | 7.2 | @male politician | −5.9 |
| it/they will burn | 9 | women | −12.8 | @female politician | 7 | @female influencer | −5.6 |
| burning | 8.9 | francia | −12.5 | @female artist | 7 | @chancellor’s office | |
| hunger | 8.9 | virgin | −11.8 | @activist movement | 6.9 | @male influencer | −5.3 |
| tired of | 8.8 | I love | −11.8 | @male politician | 6.8 | @male politician | −4.8 |
| equality | 8.7 | mother | −11.2 | @male politician | 6.7 | @female journalist-opposition | −4.7 |
| white | 8.7 | proud (female) | −11.1 | @political party | 6.7 | ||
| roy | 8.4 | happiness | −10.4 | @news radio station | 6.6 | ||
| it goes | 8.4 | festival | −10.1 | @female indigenous politician | 6.3 | ||
| pact | 8.4 | duet | −9.9 | @news journal | 6.3 | ||
| dream | 8.4 | we (women) | −9.4 | @news journal | 6.2 | ||
| campaign | 8 | dance | −8.8 | @political party | 6.2 | ||
| rodolfo | 7.5 | reach | −8.8 | @political party | 6.2 | ||
| farc | 7.3 | we are | −8.8 | @male politician | 6 | ||
| they go | 7.3 | deared | −8.7 | @female activist | 5.9 | ||
| fact | 7.3 | we want | −8.6 | @male activist | 5.9 | ||
| benedetti | 6.9 | victory | −8.1 | @male independent journalist | 5.8 | ||
| violence | 6.8 | happy | −8.1 | @female indigenous politician | 5.6 | ||
| devil | 6.7 | let’s go | −7.9 | @newspaper | 5.6 | ||
| senator | 6.7 | feminist | −7.8 | @male politician | 5.4 | ||
| assassins | 6.6 | god | −7.7 | @female activist | 5.4 | ||
| petro | 6.6 | music | −7.6 | @news channel | 5.4 | ||
| criminal | E | we go ahead | −7.5 | @male politician | 5.4 | ||
| crisis | 6.5 | emotion | −7.4 | @army member | 5.3 | ||
| let’s do | 6.5 | I feel | −7.4 | @male politician | 5.2 | ||
| eln | 6.4 | confident (woman) | −6.4 | @political party | 5 | ||
| power | 6.4 | beauty | −6.3 | @female politician | 5 | ||
| rat | 6.3 | history | −6.3 | @political party | 4.9 | ||
| followers | 6.3 | to live | −6.3 | ||||
| tendencies | 6.2 | wisdom | −6.3 | ||||
| bandits | 6.1 | we love | −6.3 | ||||
| uribism | 6.1 | to help | −6.2 | ||||
| proud (male) | 6 | we deserve | −6.1 | ||||
| estate | 5.9 | márquez | −6 | ||||
| gustavo | 5.9 | we will go | −6 | ||||
| to grow | 5.8 | excited (woman) | −5.9 | ||||
| communist | 5.7 | I cry | −5.8 | ||||
| they are | 5.7 | I admire | −5.8 | ||||
| old | 5.7 | represented (woman) | −5.7 | ||||
| equal | 5.6 | to give us back | −5.7 | ||||
| historic | 5.6 | to dream | −5.7 | ||||
| politics | 5.5 | hearing | −5.7 | ||||
| prada | 5.5 | faith | −5.7 | ||||
| boss | 5.5 | we believe | −5.7 | ||||
| cuba | 5.3 | habit | −5.6 | ||||
| case | 5.3 | tasty | −5.6 |
E-I index of the mentions between the group of females and between the group of males_
| FEMALE SET | % of total | MALE SET | % of total | |
|---|---|---|---|---|
| (Total number of tweets in total dataset: 187244) | ||||
| Total no. of tweets in classified dataset | 29037 | 15,5 | 54848 | 29,3 |
| Total no. unique classified usernames Tweeters | 11827 | 40,7 | 22842 | 41,6 |
| (Total overall mentions (incl. non classified)) | 105445 | 215902 | ||
| Total females from list mentioned | 6598 | 6,3 | 16236 | 7,5 |
| Total unique females from list mentioned | 1090 | 16,5 | 1399 | 8,6 |
| Total males from list mentioned | 9530 | 9,0 | 26711 | 12,4 |
| Total unique males from list mentioned | 1630 | 17,1 | 2943 | 11,0 |
| Total male and female mentions | 16128 | 15,3 | 42947 | 19,9 |
| E-I index | 0,18 | −0,24 | ||
| Expected E-I index (from overall twitter stats) | 0,17 | −0,17 |