Table 1 Topics, bigrams, coherence, prevalence and the 12 most important top terms associated with each topic.
From: Exploring incel discourse through topic modeling: insights from Spanish-speaking contexts on X
Topic | Label_1 | Coherence | Prevalence | Top_terms |
|---|---|---|---|---|
t_1 | just_entered | 0.018 | 4.262 | please, ends, god, I hope, come back, man, body, enter, picture, obviously, I need, okay |
t_2 | lia_sikora | 0.005 | 4.198 | we live, rest of, talk, face, put, best, leave, man, ways, thousand, option, chicks |
t_3 | red_flag | 0.246 | 4,15 | man, flag, net, red, red_flag, picture, west, imminent, fall, night, fall_west, thanks, king |
t_4 | girlfriend_erasmus | -0.022 | 4.132 | girlfriend, incel, humor, reality, female, surprise, tests, thing, erasmus, meme, doubts, female |
t_5 | daily_gym | 0.054 | 4.265 | world, people, chick, gym, person, father, like, eating disorder, is coming, daily, I say, you say |
t_6 | get_out_of_my_sight | -0.001 | 4151 | people, squad, woman, world, picture, sight, danger, I mock, public, balls, son, friend |
t_7 | cry_one’s_eyes_out | 0.027 | 4.200 | alive, spain, guilt, seeing, insane, normal, memes, completely, son, tear, tear, alive, queen |
t_8 | damn_miss | 0.002 | 4.076 | friend, you can, arise, quiet, years, put, encouragement, antuan, thanks, woman, moha, consent |
t_9 | scary | 0.046 | 4.198 | fear, picture, people, gets ends, trials, scary, albacete, face, they will celebrate, will endure trials, tale |
t_10 | human_rights | 0.008 | 4.346 | put, spain, people, persons, easy, vote, home son, media, come on, psoe, majority |
t_11 | average_woman | -0.005 | 3.824 | woman, picture, father, cheat, average, daughter, average_woman, freak, son, empowerment, I shouted, victim |
t_12 | average_man | 0.051 | 3.878 | man, say it, average, average_man, wine, woman, queen, say it_queen, cats, cats_wine, feminist, soldier |
t_13 | fertility_display | 0.016 | 4.106 | incel, you see, life, hard, friend, years, fertility, schizophrenics, call, knew, display, fertility_display |
t_14 | social_network | 0.006 | 4.064 | woman, I feel, father, networks, totally, social, put, you pass, you can, dopamine, life, society |
t_15 | beautiful_friends | -0.013 | 4.056 | years, case, man, believe, responsibility, moha, friends, happened, tipdeincogni, enough, gone, thread |
t_16 | center_field | 0.055 | 5.009 | madrid, team, match, hazard, barca, league, league, field, goal_center, europe, foul, getafe |
t_17 | its_over | -0.003 | 4.129 | incel, llados, uploaded, [anonymized], video, profile, captures, you will see, filter, incels, happened, schizophrenics |
t_18 | fits_duver | 0.042 | 4.396 | boyfriend, love, couple, history, relationship, life, idea, incel, you want, sleep, girlfriend, I want |
t_19 | crying_laughter | 0.143 | 4255 | crying, laughter, crying_laughter, poor, euros, month, light, followers, beings, months, schizo, meme |
t_20 | richard_alpert | 0.029 | 4.222 | joke, I say, reason, someone, I understand, thank you, put, understand, costs, problem, personal, cry |
t_21 | i_apologize | 0.000 | 4.104 | seen, I want, picture, sorry, I see, I thought, unique, woman, I pass, like, I ask, moha |
t_22 | give_ideas | 0.178 | 3.914 | years, ideas, give, give_ideas, man, tomorrow, father, ferran, ferran_torres, modus, modus_operandi, operandi |
t_23 | pedro_sanchez | 0.289 | 4017 | woman, pedro, pedro_sanchez, sanchez, could, century, picture, video, to go out, tired, stick, misogenios |
t_24 | got_dizzy | -0.005 | 4.047 | I just got, seen, art, woman, people, rights, hand, damn, missing, father, man, got_dizzy |
