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Add BERTopic model
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metadata
tags:
  - bertopic
library_name: bertopic
pipeline_tag: text-classification

BERTopic_unitednationalistfront

This is a BERTopic model. BERTopic is a flexible and modular topic modeling framework that allows for the generation of easily interpretable topics from large datasets.

Usage

To use this model, please install BERTopic:

pip install -U bertopic

You can use the model as follows:

from bertopic import BERTopic
topic_model = BERTopic.load("sdantonio/BERTopic_unitednationalistfront")

topic_model.get_topic_info()

Topic overview

  • Number of topics: 217
  • Number of training documents: 27445
Click here for an overview of all topics.
Topic ID Topic Keywords Topic Frequency Label
-1 niggers - whites - biden - jewish - government 10 -1_niggers_whites_biden_jewish
0 honestly - hits - york - niggers - dude 13954 0_honestly_hits_york_niggers
1 police_frequency - israeli - niggers - ukraine - tunnels 1286 1_police_frequency_israeli_niggers_ukraine
2 enlightenment - thinks - africa - niggers - dude 903 2_enlightenment_thinks_africa_niggers
3 adolf - ukraine - attacks - germany - blacks 413 3_adolf_ukraine_attacks_germany
4 telegram - displayed - violated - service - terms 378 4_telegram_displayed_violated_service
5 demonstration - deaths - blacks - nephila - replies 350 5_demonstration_deaths_blacks_nephila
6 canadian - migrants - ukraine - blacks - whites 342 6_canadian_migrants_ukraine_blacks
7 niggers - collectivizing - addresses - wn - ip 326 7_niggers_collectivizing_addresses_wn
8 hassling - screeching - whats - converts - unbothered 272 8_hassling_screeching_whats_converts
9 incentivized - doctors - unvarnished - france - abolished 269 9_incentivized_doctors_unvarnished_france
10 thewesternchauvinist2 - thewesternchauvinist7 - africans - ceausescu - whites 256 10_thewesternchauvinist2_thewesternchauvinist7_africans_ceausescu
11 reclaimthenet - mcbride - washington - plants - insiderpaper 242 11_reclaimthenet_mcbride_washington_plants
12 mmm - lightskin - faster - johnson - lmao 238 12_mmm_lightskin_faster_johnson
13 mexicans - birthrates - selfishness - hearts - farming 229 13_mexicans_birthrates_selfishness_hearts
14 overrated - midmissouriproudboys - twilight - warriorrs - niggers 207 14_overrated_midmissouriproudboys_twilight_warriorrs
15 aj_willms - r_propagandaposters - pepethefrenlyfrog - naturalhistorymuseum - rwdsfitness 179 15_aj_willms_r_propagandaposters_pepethefrenlyfrog_naturalhistorymuseum
16 niggers - christianity - whites - madam - spics 175 16_niggers_christianity_whites_madam
17 foreshadowing - unfortunate - niggers - suck - doent 172 17_foreshadowing_unfortunate_niggers_suck
18 packing - outchea - mirrors - stinks - enriched 162 18_packing_outchea_mirrors_stinks
19 leibbrandt - dohrnii - openly - russian - thor 162 19_leibbrandt_dohrnii_openly_russian
20 irelandknows - pedophile - ua_struggle - france - potatoes 161 20_irelandknows_pedophile_ua_struggle_france
21 ironically - scottsiess - confessions - hahahahahah - caves 155 21_ironically_scottsiess_confessions_hahahahahah
22 france - conservatism - migrants - positions - ukraine 153 22_france_conservatism_migrants_positions
23 highschool - pumping - mutliple - fedbois - hitler 146 23_highschool_pumping_mutliple_fedbois
24 birthrates - fascism - france - uavs - believing 128 24_birthrates_fascism_france_uavs
25 jewishcontributions - backwards - stealth - inflation - categories 115 25_jewishcontributions_backwards_stealth_inflation
26 proposed - divorced - pedophiles - clue - yolk 112 26_proposed_divorced_pedophiles_clue
27 depressed - amusing - outdated - highlights - snitch 99 27_depressed_amusing_outdated_highlights
28 backwoods - foreskins - snx - structures - transhumanist 94 28_backwoods_foreskins_snx_structures
29 starbucks - overseas - unconstitutional - conversations - impotent 94 29_starbucks_overseas_unconstitutional_conversations
30 displayed - violated - local - laws - channel 93 30_displayed_violated_local_laws
31 covertly - jungle - cuckservatism - lobsters - redundant 93 31_covertly_jungle_cuckservatism_lobsters
32 trolling - scrolling - tumors - niggers - rooster 91 32_trolling_scrolling_tumors_niggers
33 espagnole - ukraine - croyez - sultats - quences 89 33_espagnole_ukraine_croyez_sultats
34 canadian - parmesan - interests - discrimination - lids 89 34_canadian_parmesan_interests_discrimination
35 barnabys - citizens - conversations - positively - wakingup1984channel 87 35_barnabys_citizens_conversations_positively
36 goodness - verified - scary - maria - fab 87 36_goodness_verified_scary_maria
37 unprojetpourconvaincre - morts - prochains - ukraine - tats 87 37_unprojetpourconvaincre_morts_prochains_ukraine
38 honestly - speaks - surely - potentially - minds 87 38_honestly_speaks_surely_potentially
39 middle_east_spectator - irelandknows - redpill_belgium - auditthevote - russians 81 39_middle_east_spectator_irelandknows_redpill_belgium_auditthevote
40 pharmaceuticals - nonprofits - guessing - supremacy - boycott 80 40_pharmaceuticals_nonprofits_guessing_supremacy
41 theferrymanstoll - cool_clarence - a0la_w9l8ha - endorsements - arguing 77 41_theferrymanstoll_cool_clarence_a0la_w9l8ha_endorsements
42 christendom - sidetracked - gospels - fascism - carvings 76 42_christendom_sidetracked_gospels_fascism
43 thewesternchauvinist2 - thewesternchauvinist7 - thewesternchauvinist5 - crenshaw - ireland 75 43_thewesternchauvinist2_thewesternchauvinist7_thewesternchauvinist5_crenshaw
44 authoritarianism - congresswoman - politics - physics - references 72 44_authoritarianism_congresswoman_politics_physics
45 resurfaced - superpowers - yorkshire - authoritarianism - spearheading 72 45_resurfaced_superpowers_yorkshire_authoritarianism
46 payouts - reallygraceful - panthers - assaults - smiling 69 46_payouts_reallygraceful_panthers_assaults
47 poisoned - feeding - kittens - regeneration - concentrated 68 47_poisoned_feeding_kittens_regeneration
48 underestimated - mistakes - likes - aids - opens 68 48_underestimated_mistakes_likes_aids
49 mr_white_tuber - crusader - mudflood - starts - demanding 65 49_mr_white_tuber_crusader_mudflood_starts
50 lizard - statistics - restart - facts - frens 64 50_lizard_statistics_restart_facts
51 thewesternchauvinist7 - bettman - granddaughter - dansknationalist - skeeball 63 51_thewesternchauvinist7_bettman_granddaughter_dansknationalist
52 homeschooling - constraints - legislation - stickers - monkeys 60 52_homeschooling_constraints_legislation_stickers
53 i_am_andrew_bustamante_a_former_covert_cia - kim_kardashians_6yearold_son_sees_popup_for_his - 20k_rocket_v_15mil_helicopter - utm_source - utm_medium 59 53_i_am_andrew_bustamante_a_former_covert_cia_kim_kardashians_6yearold_son_sees_popup_for_his_20k_rocket_v_15mil_helicopter_utm_source
54 uninspired - unmotivated - guinea - honestly - cooked 59 54_uninspired_unmotivated_guinea_honestly
55 restarted - enlightenment - ethnocentric - misogynists - bastards 58 55_restarted_enlightenment_ethnocentric_misogynists
56 invisibleempirepublishing - lighthouses - supercharged - delayed - brawls 57 56_invisibleempirepublishing_lighthouses_supercharged_delayed
57 thestreet - shareholders - billboards - exams - resurfaces 57 57_thestreet_shareholders_billboards_exams
58 enjoythed - - - - 56 58_enjoythed___
59 freedom_convoy_uncensored_news - weareeverywhere - foreskinners - awaits - wc_israel 54 59_freedom_convoy_uncensored_news_weareeverywhere_foreskinners_awaits
60 trolling - bots - laughing - ends - thieving 52 60_trolling_bots_laughing_ends
61 whites_against_loxism - thewesternchauvinist2 - thewesternchauvinist7 - thewesternchauvinist4 - thewesternchauvinist5 51 61_whites_against_loxism_thewesternchauvinist2_thewesternchauvinist7_thewesternchauvinist4
62 hahahahah - whatcha - audiobook - frens - hahaha 48 62_hahahahah_whatcha_audiobook_frens
63 thusly - balls - theaters - converted - mixing 47 63_thusly_balls_theaters_converted
64 grassroots - pills - boiled - pedophiles - collapsing 46 64_grassroots_pills_boiled_pedophiles
65 crying - telegrams - shitposting - hospitalizations - trains 46 65_crying_telegrams_shitposting_hospitalizations
66 qfyf0p_cuss - gxb3l8d0uty - r17h5mu2rlg - lag8wsbk5b0 - ohga1dca6bi 45 66_qfyf0p_cuss_gxb3l8d0uty_r17h5mu2rlg_lag8wsbk5b0
67 recorded - magical - uploaded - orders - boundary 44 67_recorded_magical_uploaded_orders
68 adolf_hitler_archive - kriegsmeister - lieberlebenswertlebenkanal - truthwillprevail7 - pins 44 68_adolf_hitler_archive_kriegsmeister_lieberlebenswertlebenkanal_truthwillprevail7
69 wellbeing - threatening - goddess - phones - pittsburgh 42 69_wellbeing_threatening_goddess_phones
70 boomer - wt - gates - dismantlingthecabal - great 41 70_boomer_wt_gates_dismantlingthecabal
71 indoctrinating - lookalike - disrespecting - paranoid - proves 40 71_indoctrinating_lookalike_disrespecting_paranoid
72 governments - advertisement - alarming - amendment - chomsky 40 72_governments_advertisement_alarming_amendment
73 legalizes - lifeguards - spraypaint - war_and_media1 - overpowers 40 73_legalizes_lifeguards_spraypaint_war_and_media1
74 thegreatbritishdebate - thebabylonbee - resistornewswire - greatbritishdebatechat - zoomerwaffen06 36 74_thegreatbritishdebate_thebabylonbee_resistornewswire_greatbritishdebatechat
75 scooter - hatefacts - ironically - panthers - improved 36 75_scooter_hatefacts_ironically_panthers
76 telegram - displayed - violated - service - terms 36 76_telegram_displayed_violated_service
77 markets - lawsuits - flying - marking - turns 35 77_markets_lawsuits_flying_marking
78 oppressions - niggas - castreau - buildings - furhurs 35 78_oppressions_niggas_castreau_buildings
79 theleafs88 - thewesternchauvinist5 - thewesternchauvinist4 - firearms - officialpurepolitics 35 79_theleafs88_thewesternchauvinist5_thewesternchauvinist4_firearms
80 adolf - fathers - congrats - staying - niggers 34 80_adolf_fathers_congrats_staying
81 dismantlingthecabal - theparanormiespresent - thedissidentright - congresswoman - altskull48 34 81_dismantlingthecabal_theparanormiespresent_thedissidentright_congresswoman
82 enthusiastically - imprisoned - institutions - governing - crossbows 34 82_enthusiastically_imprisoned_institutions_governing
83 laughing - incoming - improved - collapses - robbers 33 83_laughing_incoming_improved_collapses
84 shitskins - flyer - blowing - stickers - hypocrites 33 84_shitskins_flyer_blowing_stickers
85 disgusted - wasteful - convict - thieves - cohesion 32 85_disgusted_wasteful_convict_thieves
86 verified - aяta - sebastian - wolf - christopher 32 86_verified_aяta_sebastian_wolf
87 clinics - teens - signs - washington - rewrite 32 87_clinics_teens_signs_washington
88 funds - altskull48 - investigations - memes - hedge 32 88_funds_altskull48_investigations_memes
89 misanthropicdivision - sizes - cмерть - russian - ua 31 89_misanthropicdivision_sizes_cмерть_russian
90 seemingly - fuckheads - dealers - firms - pulling 31 90_seemingly_fuckheads_dealers_firms
91 misanthropic_division - misanthropicdivision2022 - russians - dumbsandunderground - spaceforcegalacticfederation 30 91_misanthropic_division_misanthropicdivision2022_russians_dumbsandunderground
92 permissions - joinlimit - joinlock - joinverify - welcome 30 92_permissions_joinlimit_joinlock_joinverify
93 eggs - georgia - inherited - couples - ambassador 29 93_eggs_georgia_inherited_couples
94 indoctrinating - mysteriously - authoritarian - atheist - retrospect 29 94_indoctrinating_mysteriously_authoritarian_atheist
95 explaining - ends - shorts - rhino - speaks 29 95_explaining_ends_shorts_rhino
96 firefighters - extended - americas - misanthropic - artillery 29 96_firefighters_extended_americas_misanthropic
97 hills - индия - fuentes - afghans - races 29 97_hills_индия_fuentes_afghans
98 lasers - endtimesnewz - troon - payed - compilation 29 98_lasers_endtimesnewz_troon_payed
99 telegram - displayed - violated - service - terms 28 99_telegram_displayed_violated_service
100 bronze - orderubermensch - iran - washington - سايه 28 100_bronze_orderubermensch_iran_washington
101 mick_o_keeffe - black_pilled - revmaxxing - lukewearechange - mediatricks 28 101_mick_o_keeffe_black_pilled_revmaxxing_lukewearechange
102 pharmaceuticals - reinvented - mythological - fascism - czechs 28 102_pharmaceuticals_reinvented_mythological_fascism
103 displayed - pornographic - channel - used - spread 27 103_displayed_pornographic_channel_used
104 careers - tn - seige - anyways - brothers 27 104_careers_tn_seige_anyways
105 banks - prayers - rapedbykassandra - answering - discreetly 27 105_banks_prayers_rapedbykassandra_answering
106 lockdowns - exhausting - bears - bs - dots 27 106_lockdowns_exhausting_bears_bs
107 theoretical - palaeoanthropology - doctrine - deportation - facts 26 107_theoretical_palaeoanthropology_doctrine_deportation
108 satirizing - mixed - feelings - rabbit - rome 26 108_satirizing_mixed_feelings_rabbit
109 unlikely - explosives - rejects - archaeologist - migrants 26 109_unlikely_explosives_rejects_archaeologist
110 shots - scared - pulling - monkeys - woods 26 110_shots_scared_pulling_monkeys
111 envahisseurs - ukraine - augmenter - volodymyr - effacer 25 111_envahisseurs_ukraine_augmenter_volodymyr
112 whitelivesmatter818 - whitelivesmatter2022 - squadsquadsquad5w - inner_peace_1 - themindfarmer 25 112_whitelivesmatter818_whitelivesmatter2022_squadsquadsquad5w_inner_peace_1
113 unrecognizable - freakishly - districts - advisable - snatched 25 113_unrecognizable_freakishly_districts_advisable
114 infringement - unavailable - channel - copyright - due 25 114_infringement_unavailable_channel_copyright
115 telegram - displayed - violated - service - terms 25 115_telegram_displayed_violated_service
116 police_frequency - philadelphia - homicide - viciously - unfolded 25 116_police_frequency_philadelphia_homicide_viciously
117 assaulted - hemorrhagic - jumping - elections - israeli 24 117_assaulted_hemorrhagic_jumping_elections
118 revolutionaries - sniper - landlord - panthers - nigerian 24 118_revolutionaries_sniper_landlord_panthers
119 thehannibaldirective - covid19vaccinevictims - lgbtqism - athena - smugglers 23 119_thehannibaldirective_covid19vaccinevictims_lgbtqism_athena
120 scared - openly - garbage - unconstitutional - diversity 23 120_scared_openly_garbage_unconstitutional
121 whistle - terrifying - ukraine - checked - buckle 23 121_whistle_terrifying_ukraine_checked
122 focusing - matt - intellectual - boomer - gaetz 22 122_focusing_matt_intellectual_boomer
123 bolsheviks - reduced - loves - examples - dealers 22 123_bolsheviks_reduced_loves_examples
124 crying - lighter - jokes - turns - monkeys 22 124_crying_lighter_jokes_turns
125 telegram - displayed - violated - service - terms 22 125_telegram_displayed_violated_service
126 murderthemedia - hahaha - goodnight - hahahahaha - suicided 22 126_murderthemedia_hahaha_goodnight_hahahahaha
127 азовсталі - украі - маріуполя - героі - благодіи 22 127_азовсталі_украі_маріуполя_героі
128 wikileaks_classified - figures - dismantlingthecabal - aids - balloons 22 128_wikileaks_classified_figures_dismantlingthecabal_aids
129 confirmed - simpsons - goblin - sakes - hilarious 21 129_confirmed_simpsons_goblin_sakes
130 contacts - booksalessupport - hail - fliers - victory 21 130_contacts_booksalessupport_hail_fliers
131 russians - microchips - packed - ukraine - exporting 21 131_russians_microchips_packed_ukraine
132 telegram - displayed - violated - service - terms 21 132_telegram_displayed_violated_service
133 telegram - displayed - violated - service - terms 21 133_telegram_displayed_violated_service
134 telegram - displayed - violated - service - terms 20 134_telegram_displayed_violated_service
135 jewishpowerandsubversion - jewsstartedworldwar2 - demographicreplacement - jewsbehindcommunism - thegreatawakening 20 135_jewishpowerandsubversion_jewsstartedworldwar2_demographicreplacement_jewsbehindcommunism
136 balls - hooked - curated - blowing - twat 20 136_balls_hooked_curated_blowing
137 brains - pedophiles - sheets - streets - rn 19 137_brains_pedophiles_sheets_streets
138 unconditional - grandparents - pills - ordering - guillotines 19 138_unconditional_grandparents_pills_ordering
139 recycled - paganism - gasoline - boogeyman - regions 19 139_recycled_paganism_gasoline_boogeyman
140 whistle - researcher - zbrodniarza - frens - buyin 19 140_whistle_researcher_zbrodniarza_frens
141 shelter - scouting - explosives - wilderness - ballistics 18 141_shelter_scouting_explosives_wilderness
142 embattled - harassment - virginmediatelevision - mailboxes - antifascism 18 142_embattled_harassment_virginmediatelevision_mailboxes
143 ukrainiennes - envahisseurs - incarnation - ukraine - armes 18 143_ukrainiennes_envahisseurs_incarnation_ukraine
144 interzones - codes - hedgewik - apologists - disproportionate 18 144_interzones_codes_hedgewik_apologists
145 speaks - civilization - fascism - paths - antimatrimonism 18 145_speaks_civilization_fascism_paths
146 illegitimate - asians - parliament - washington - confirmed 18 146_illegitimate_asians_parliament_washington
147 laughing - balls - mentally - mrs - niggers 17 147_laughing_balls_mentally_mrs
148 telegram - displayed - violated - service - terms 17 148_telegram_displayed_violated_service
149 overwhelmingly - uncontrolled - pushing - protesting - cries 17 149_overwhelmingly_uncontrolled_pushing_protesting
150 btfo - blessed - florida - woman - earthers 17 150_btfo_blessed_florida_woman
151 simulation - incarnate - forms - breeding - ghettos 17 151_simulation_incarnate_forms_breeding
152 loosers - digusting - belong - motherfuckers - brothers 17 152_loosers_digusting_belong_motherfuckers
153 undisciplined - guardsmen - technically - fuentes - proves 17 153_undisciplined_guardsmen_technically_fuentes
154 worthfightingfor - firearms - crickets - britainfirst - parmesan 17 154_worthfightingfor_firearms_crickets_britainfirst
155 noticing - flyer - dunuffin - torba - assange_wiki 17 155_noticing_flyer_dunuffin_torba
156 telegram - displayed - violated - service - terms 16 156_telegram_displayed_violated_service
157 telegram - displayed - violated - service - terms 16 157_telegram_displayed_violated_service
158 zoomerzone - облачко - fired - murderthemedia - blmglobal 16 158_zoomerzone_облачко_fired_murderthemedia
159 nourrissons - epona - alice - pape - chai 16 159_nourrissons_epona_alice_pape
160 tolerated - embarrassed - ireland - honestly - awhile 16 160_tolerated_embarrassed_ireland_honestly
161 skyscraper - invisibleempire - protests - weapons - signs 16 161_skyscraper_invisibleempire_protests_weapons
162 theleafs88 - hatefactslive - thenatureapothecary - tattoos - altskull48 16 162_theleafs88_hatefactslive_thenatureapothecary_tattoos
163 tele_shorts - no_bs_news - theferrymanstoll - whitelivesmatterofficial - politicalhackerofficial 16 163_tele_shorts_no_bs_news_theferrymanstoll_whitelivesmatterofficial
164 irelandknows - r_propagandaposters - national_socialist_party - ireland - banks 16 164_irelandknows_r_propagandaposters_national_socialist_party_ireland
165 threepn_phoenix - the_gatalog - midterms - revealed - unions 15 165_threepn_phoenix_the_gatalog_midterms_revealed
166 altskull48 - flowing - flooding - bad_goy88 - theparanormiespresent 15 166_altskull48_flowing_flooding_bad_goy88
167 andrija_ilic_images - canyonlands - 1080x1080 - islands - iceland 15 167_andrija_ilic_images_canyonlands_1080x1080_islands
168 forest - balogh - erwachen - attacking - nuffin 15 168_forest_balogh_erwachen_attacking
169 rs_metalpins - микроскопом - админа - pins - rs_pvcpatches 15 169_rs_metalpins_микроскопом_админа_pins
170 telegram - displayed - violated - service - terms 15 170_telegram_displayed_violated_service
171 egyptian - launched - budapest - izrael - gypsies 15 171_egyptian_launched_budapest_izrael
172 vids - warning - murderthemedia - imploding - adl 15 172_vids_warning_murderthemedia_imploding
173 unmanageable - police_frequency - txdps - assembly - azactionupdates 15 173_unmanageable_police_frequency_txdps_assembly
174 studying - assuming - pawns - appendix - terrorists 15 174_studying_assuming_pawns_appendix
175 awaiting - deportation - smiling - threatened - channels 14 175_awaiting_deportation_smiling_threatened
176 illuminati - legitimate - satanism - displayed - violated 14 176_illuminati_legitimate_satanism_displayed
177 morgandytheponicsprincess - boats - gardening - maps - aquaponics 14 177_morgandytheponicsprincess_boats_gardening_maps
178 thats - fbi - aw - ouch - white 14 178_thats_fbi_aw_ouch
179 jewishmediacontrol - synagogueofsatan - bombthreat - swanstreet - newbondstreet 14 179_jewishmediacontrol_synagogueofsatan_bombthreat_swanstreet
180 hzysggdhdydhdh - farrightism - jebus - mi - lub 14 180_hzysggdhdydhdh_farrightism_jebus_mi
181 faster - structures - amplified - speaks - literal 14 181_faster_structures_amplified_speaks
182 чернильница - простреленные - пентагоне - потаскуха - подхватить 14 182_чернильница_простреленные_пентагоне_потаскуха
183 ukraine - ukraina - ukrainian - virilihyperborum - russian 14 183_ukraine_ukraina_ukrainian_virilihyperborum
184 reintegration - atlanticists - citizens - jumped - islamic 14 184_reintegration_atlanticists_citizens_jumped
185 congresswoman - herinneringsmuur - jupiter - complaints - reinforcement 13 185_congresswoman_herinneringsmuur_jupiter_complaints
186 theferrymanstoll - gobankingrates - hatefactslive - supremacy - pedophiles 13 186_theferrymanstoll_gobankingrates_hatefactslive_supremacy
187 irelandknows - redyredpills - punchline - dying - iq 13 187_irelandknows_redyredpills_punchline_dying
188 wtf - huh - goddamn - winger - jew 13 188_wtf_huh_goddamn_winger
189 telegram - displayed - violated - service - terms 13 189_telegram_displayed_violated_service
190 reduced - colonisers - surrounded - amounts - cigarettes 13 190_reduced_colonisers_surrounded_amounts
191 advertisement - displayed - violated - impactful - local 13 191_advertisement_displayed_violated_impactful
192 ddb_radio - marschiert - politicalhackerofficial - opfern - koalition 13 192_ddb_radio_marschiert_politicalhackerofficial_opfern
193 dragon - mainly - queen - apes - grace 13 193_dragon_mainly_queen_apes
194 ethnocentric - shelter - biomechanical - limits - blacks 13 194_ethnocentric_shelter_biomechanical_limits
195 pinwheels - eggs - bluesparrowkitchen - boats - characteristics 12 195_pinwheels_eggs_bluesparrowkitchen_boats
196 misanthropic_division - misanthropicdivision2022 - resistornewswireeur - rsotmdivision - yisroel 12 196_misanthropic_division_misanthropicdivision2022_resistornewswireeur_rsotmdivision
197 beheaded - turns - thinks - commander - nhs 12 197_beheaded_turns_thinks_commander
198 goods - ukraine - thetruthisoutthere - sergio - boomer 12 198_goods_ukraine_thetruthisoutthere_sergio
199 zoomerwaffen08 - dismantlingthecabal - transgender - altskullmirror - thinks 11 199_zoomerwaffen08_dismantlingthecabal_transgender_altskullmirror
200 coins - dividends - stocks - badass - telegram 11 200_coins_dividends_stocks_badass
201 bankruptcy - sellouts - splashing - commute - goods 11 201_bankruptcy_sellouts_splashing_commute
202 theleafs88 - populations - threatened - medals - pubs 11 202_theleafs88_populations_threatened_medals
203 sugardaddymeet - uncovered - altskullmirror - morgellons - redpillpharmacy 11 203_sugardaddymeet_uncovered_altskullmirror_morgellons
204 inequitable - chimpanzee - perpetuity - upstarts - martyrologies 11 204_inequitable_chimpanzee_perpetuity_upstarts
205 kanekoathegreat - funniest - neverforget - idf - theconspiracyhole 11 205_kanekoathegreat_funniest_neverforget_idf
206 displayed - violated - local - laws - channel 11 206_displayed_violated_local_laws
207 greeting - righteousness - whitelivesmattermarch - depressing - demoralized 11 207_greeting_righteousness_whitelivesmattermarch_depressing
208 verified - ss - anglophire - alexander - luis 11 208_verified_ss_anglophire_alexander
209 unknowingly - underlying - physically - unsustainable - denied 10 209_unknowingly_underlying_physically_unsustainable
210 neighbourhoods - edwards - denied - cameras - consumption 10 210_neighbourhoods_edwards_denied_cameras
211 france - tolerate - plastics - elon - vril 10 211_france_tolerate_plastics_elon
212 noteworthy - hurricane - ɪnˈdɒm - dailyislamist - rhodesian 10 212_noteworthy_hurricane_ɪnˈdɒm_dailyislamist
213 swine - disturbingly - memories - oaklanders - crocodile 10 213_swine_disturbingly_memories_oaklanders
214 underlying - transexuals - ghosts - rightwards - physically 10 214_underlying_transexuals_ghosts_rightwards
215 charitable - reprimanded - israeli - leagues - miscarriage 10 215_charitable_reprimanded_israeli_leagues

Training hyperparameters

  • calculate_probabilities: False
  • language: None
  • low_memory: False
  • min_topic_size: 10
  • n_gram_range: (1, 1)
  • nr_topics: None
  • seed_topic_list: None
  • top_n_words: 10
  • verbose: False
  • zeroshot_min_similarity: 0.7
  • zeroshot_topic_list: None

Framework versions

  • Numpy: 1.23.5
  • HDBSCAN: 0.8.38.post1
  • UMAP: 0.5.6
  • Pandas: 2.2.2
  • Scikit-Learn: 1.5.1
  • Sentence-transformers: 3.0.1
  • Transformers: 4.44.2
  • Numba: 0.60.0
  • Plotly: 5.24.0
  • Python: 3.10.12