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