cnn_dailymail_6789_50000_25000_train

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("KingKazma/cnn_dailymail_6789_50000_25000_train")

topic_model.get_topic_info()

Topic overview

• Number of topics: 295
• Number of training documents: 50000

Click here for an overview of all topics.

Topic ID	Topic Keywords	Topic Frequency	Label
-1	said - one - year - people - mr	5	-1_said_one_year_people
0	league - player - cup - goal - club	25951	0_league_player_cup_goal
1	police - murder - shooting - shot - county	4658	1_police_murder_shooting_shot
2	apple - iphone - google - user - facebook	1101	2_apple_iphone_google_user
3	fashion - hair - look - dress - model	739	3_fashion_hair_look_dress
4	syria - isis - syrian - iraq - islamic	651	4_syria_isis_syrian_iraq
5	flight - plane - passenger - airport - aircraft	555	5_flight_plane_passenger_airport
6	space - earth - mars - nasa - planet	553	6_space_earth_mars_nasa
7	sex - sexual - school - victim - girl	424	7_sex_sexual_school_victim
8	obama - republicans - republican - president - democrats	420	8_obama_republicans_republican_president
9	hospital - cancer - baby - doctor - heart	416	9_hospital_cancer_baby_doctor
10	murray - wimbledon - tennis - djokovic - federer	362	10_murray_wimbledon_tennis_djokovic
11	film - movie - show - million - actor	359	11_film_movie_show_million
12	china - chinese - hong - chinas - kong	337	12_china_chinese_hong_chinas
13	prince - royal - duchess - queen - princess	303	13_prince_royal_duchess_queen
14	property - house - price - home - estate	299	14_property_house_price_home
15	ukraine - russian - russia - putin - ukrainian	293	15_ukraine_russian_russia_putin
16	hamilton - rosberg - race - prix - mercedes	279	16_hamilton_rosberg_race_prix
17	bear - animal - zoo - elephant - gorilla	253	17_bear_animal_zoo_elephant
18	dog - animal - cat - pet - owner	243	18_dog_animal_cat_pet
19	food - restaurant - drink - sugar - chef	243	19_food_restaurant_drink_sugar
20	korea - north - korean - kim - koreas	239	20_korea_north_korean_kim
21	mcilroy - golf - woods - pga - ryder	229	21_mcilroy_golf_woods_pga
22	painting - art - artist - auction - work	229	22_painting_art_artist_auction
23	weight - diet - fat - eating - size	215	23_weight_diet_fat_eating
24	labour - miliband - ukip - mr - party	198	24_labour_miliband_ukip_mr
25	olympic - gold - medal - games - olympics	191	25_olympic_gold_medal_games
26	ship - cruise - boat - coast - crew	188	26_ship_cruise_boat_coast
27	murder - stabbed - knife - police - mr	178	27_murder_stabbed_knife_police
28	sudan - alshabaab - somalia - kenya - kenyan	176	28_sudan_alshabaab_somalia_kenya
29	mexico - mexican - cartel - drug - border	161	29_mexico_mexican_cartel_drug
30	fraud - money - court - cash - bank	161	30_fraud_money_court_cash
31	iran - iranian - irans - nuclear - tehran	158	31_iran_iranian_irans_nuclear
32	snow - storm - weather - tornado - inch	153	32_snow_storm_weather_tornado
33	mayweather - fight - boxing - pacquiao - floyd	153	33_mayweather_fight_boxing_pacquiao
34	school - education - pupil - exam - ofsted	148	34_school_education_pupil_exam
35	ebola - virus - liberia - outbreak - leone	141	35_ebola_virus_liberia_outbreak
36	woman - men - partner - relationship - women	134	36_woman_men_partner_relationship
37	pakistan - pakistani - taliban - malala - pakistans	132	37_pakistan_pakistani_taliban_malala
38	shark - whale - dolphin - fish - sea	130	38_shark_whale_dolphin_fish
39	music - song - album - elvis - band	129	39_music_song_album_elvis
40	israeli - israel - gaza - palestinian - hamas	125	40_israeli_israel_gaza_palestinian
41	hacker - data - cyber - computer - sony	125	41_hacker_data_cyber_computer
42	hotel - resort - guest - room - suite	118	42_hotel_resort_guest_room
43	nhs - patient - hospital - care - patients	112	43_nhs_patient_hospital_care
44	fire - blaze - smoke - firefighter - flame	109	44_fire_blaze_smoke_firefighter
45	weather - rain - temperature - flood - flooding	108	45_weather_rain_temperature_flood
46	mountain - climber - avalanche - climb - ski	105	46_mountain_climber_avalanche_climb
47	car - vehicle - motor - engine - speed	100	47_car_vehicle_motor_engine
48	nfl - rice - quarterback - goodell - patriots	100	48_nfl_rice_quarterback_goodell
49	jackson - jacksons - bobbi - aeg - houston	97	49_jackson_jacksons_bobbi_aeg
50	tesco - christmas - shopper - shopping - sale	93	50_tesco_christmas_shopper_shopping
51	pope - vatican - francis - church - cardinal	92	51_pope_vatican_francis_church
52	thailand - thai - myanmar - bangkok - cambodia	91	52_thailand_thai_myanmar_bangkok
53	energy - price - gas - electricity - wind	91	53_energy_price_gas_electricity
54	horse - stakes - race - racing - jockey	90	54_horse_stakes_race_racing
55	chavez - venezuela - maduro - venezuelan - zelaya	90	55_chavez_venezuela_maduro_venezuelan
56	snowden - nsa - intelligence - surveillance - edward	89	56_snowden_nsa_intelligence_surveillance
57	lottery - jackpot - ticket - powerball - casino	86	57_lottery_jackpot_ticket_powerball
58	mammoth - fossil - neanderthals - bone - human	83	58_mammoth_fossil_neanderthals_bone
59	egyptian - egypt - cairo - egypts - brotherhood	80	59_egyptian_egypt_cairo_egypts
60	flu - virus - vaccine - measles - strain	80	60_flu_virus_vaccine_measles
61	lohan - probation - brown - lindsay - angeles	76	61_lohan_probation_brown_lindsay
62	greece - greek - eurozone - euro - bailout	76	62_greece_greek_eurozone_euro
63	gun - nra - newtown - background - mental	75	63_gun_nra_newtown_background
64	car - driver - road - lorry - vehicle	74	64_car_driver_road_lorry
65	ferguson - brown - wilson - louis - police	73	65_ferguson_brown_wilson_louis
66	tsarnaev - boston - dzhokhar - marathon - bombing	72	66_tsarnaev_boston_dzhokhar_marathon
67	hacking - brooks - news - coulson - murdoch	71	67_hacking_brooks_news_coulson
68	saudi - arabia - dubai - arab - woman	71	68_saudi_arabia_dubai_arab
69	bank - barclays - rbs - libor - bonus	70	69_bank_barclays_rbs_libor
70	nazi - camp - jews - auschwitz - hitler	70	70_nazi_camp_jews_auschwitz
71	afghan - afghanistan - taliban - kabul - province	69	71_afghan_afghanistan_taliban_kabul
72	marriage - samesex - gay - state - couple	67	72_marriage_samesex_gay_state
73	africa - african - continent - africas - kenya	65	73_africa_african_continent_africas
74	libya - gadhafi - libyan - tripoli - gadhafis	65	74_libya_gadhafi_libyan_tripoli
75	india - delhi - indian - rape - indias	63	75_india_delhi_indian_rape
76	cuba - cuban - castro - havana - cubans	63	76_cuba_cuban_castro_havana
77	roman - ancient - tomb - archaeologist - bc	61	77_roman_ancient_tomb_archaeologist
78	bali - sukumaran - chan - indonesia - indonesian	58	78_bali_sukumaran_chan_indonesia
79	christmas - toy - santa - tree - lego	58	79_christmas_toy_santa_tree
80	train - amtrak - crash - passenger - track	57	80_train_amtrak_crash_passenger
81	xbox - console - game - playstation - gaming	55	81_xbox_console_game_playstation
82	tsa - airport - security - screening - passenger	55	82_tsa_airport_security_screening
83	fire - wildfire - blaze - firefighter - forest	55	83_fire_wildfire_blaze_firefighter
84	cancer - breast - drug - lung - prostate	54	84_cancer_breast_drug_lung
85	boko - haram - nigeria - nigerian - nigerias	52	85_boko_haram_nigeria_nigerian
86	turkish - turkey - erdogan - turkeys - pkk	52	86_turkish_turkey_erdogan_turkeys
87	haiti - portauprince - haitian - earthquake - haitis	51	87_haiti_portauprince_haitian_earthquake
88	scotland - scottish - independence - salmond - vote	50	88_scotland_scottish_independence_salmond
89	rio - brazil - sao - paulo - janeiro	50	89_rio_brazil_sao_paulo
90	meat - food - beef - horse - halal	48	90_meat_food_beef_horse
91	zimmerman - zimmermans - trayvon - martin - george	48	91_zimmerman_zimmermans_trayvon_martin
92	pirate - ship - somali - somalia - vessel	47	92_pirate_ship_somali_somalia
93	eu - migrant - benefit - migration - uk	47	93_eu_migrant_benefit_migration
94	soldier - corporal - helmand - afghanistan - army	46	94_soldier_corporal_helmand_afghanistan
95	mandela - mandelas - south - nelson - african	46	95_mandela_mandelas_south_nelson
96	pistorius - steenkamp - reeva - oscar - nel	46	96_pistorius_steenkamp_reeva_oscar
97	immigration - immigrant - border - arizona - arpaio	46	97_immigration_immigrant_border_arizona
98	book - novel - author - lee - mockingbird	46	98_book_novel_author_lee
99	mugabe - zimbabwe - tsvangirai - zimbabwes - mugabes	46	99_mugabe_zimbabwe_tsvangirai_zimbabwes
100	smoking - tobacco - cigarette - ecigarettes - smoker	46	100_smoking_tobacco_cigarette_ecigarettes
101	plant - reactor - nuclear - fukushima - radiation	46	101_plant_reactor_nuclear_fukushima
102	nba - lin - lebron - james - cavaliers	44	102_nba_lin_lebron_james
103	guantanamo - cia - detainee - interrogation - torture	44	103_guantanamo_cia_detainee_interrogation
104	curriculum - todays - transcript - feedback - student	43	104_curriculum_todays_transcript_feedback
105	eu - cameron - european - referendum - brussels	42	105_eu_cameron_european_referendum
106	insurance - obamacare - health - care - coverage	42	106_insurance_obamacare_health_care
107	volcano - lava - eruption - ash - pahoa	41	107_volcano_lava_eruption_ash
108	china - japan - chinese - japanese - japans	41	108_china_japan_chinese_japanese
109	tower - trade - memorial - 911 - center	41	109_tower_trade_memorial_911
110	marijuana - cannabis - pot - drug - colorado	41	110_marijuana_cannabis_pot_drug
111	war - dday - normandy - german - soldier	40	111_war_dday_normandy_german
112	typhoon - manila - philippines - storm - landslide	40	112_typhoon_manila_philippines_storm
113	yemen - sanaa - yemeni - drone - houthis	39	113_yemen_sanaa_yemeni_drone
114	skin - sunscreen - tanning - cancer - sun	39	114_skin_sunscreen_tanning_cancer
115	hasan - bales - fort - hood - soldier	38	115_hasan_bales_fort_hood
116	transcript - student - news - todays - cnn	38	116_transcript_student_news_todays
117	raf - pilot - aircraft - war - squadron	37	117_raf_pilot_aircraft_war
118	baseball - yankees - rodriguez - mlb - pitcher	37	118_baseball_yankees_rodriguez_mlb
119	earthquake - quake - magnitude - tsunami - tremor	37	119_earthquake_quake_magnitude_tsunami
120	bird - squirrel - serama - duck - fox	36	120_bird_squirrel_serama_duck
121	adebolajo - rigby - woolwich - lee - adebowale	36	121_adebolajo_rigby_woolwich_lee
122	hernandez - hernandezs - lloyd - odin - patriots	36	122_hernandez_hernandezs_lloyd_odin
123	cannabis - drug - cocaine - jailed - birmingham	35	123_cannabis_drug_cocaine_jailed
124	benghazi - attack - committee - libya - ambassador	35	124_benghazi_attack_committee_libya
125	abbott - gillard - minister - prime - tony	34	125_abbott_gillard_minister_prime
126	weiner - leathers - black - abedin - colagiovanni	34	126_weiner_leathers_black_abedin
127	oil - bp - spill - gulf - dispersants	33	127_oil_bp_spill_gulf
128	crime - police - force - officer - policing	33	128_crime_police_force_officer
129	miss - pageant - universe - beauty - contestant	32	129_miss_pageant_universe_beauty
130	kennedy - oswald - assassination - kennedys - 1963	32	130_kennedy_oswald_assassination_kennedys
131	lanza - hook - sandy - school - newtown	32	131_lanza_hook_sandy_school
132	crash - driver - driving - car - adenhart	31	132_crash_driver_driving_car
133	spains - eta - spanish - madrid - spain	31	133_spains_eta_spanish_madrid
134	burglary - jailed - burglar - court - crown	30	134_burglary_jailed_burglar_court
135	bieber - justin - biebers - selena - singer	30	135_bieber_justin_biebers_selena
136	mccann - madeleine - mccanns - madeleines - gerry	30	136_mccann_madeleine_mccanns_madeleines
137	brain - anxiety - researcher - fmri - neuron	30	137_brain_anxiety_researcher_fmri
138	bbc - presenter - radio - clarkson - programme	29	138_bbc_presenter_radio_clarkson
139	knox - sollecito - kercher - meredith - knoxs	29	139_knox_sollecito_kercher_meredith
140	cosby - drugged - cosbys - comedian - bill	28	140_cosby_drugged_cosbys_comedian
141	fraternity - university - campus - student - smu	28	141_fraternity_university_campus_student
142	mafia - roma - italian - italy - rancadore	27	142_mafia_roma_italian_italy
143	hiv - aids - virus - infection - antiretroviral	27	143_hiv_aids_virus_infection
144	berlusconi - silvio - italian - berlusconis - bunga	27	144_berlusconi_silvio_italian_berlusconis
145	drone - unmanned - drones - aircraft - faa	26	145_drone_unmanned_drones_aircraft
146	paris - french - hebdo - dekhar - charlie	26	146_paris_french_hebdo_dekhar
147	antibiotic - infection - bacteria - antibiotics - necc	26	147_antibiotic_infection_bacteria_antibiotics
148	assange - wikileaks - embassy - sweden - julian	26	148_assange_wikileaks_embassy_sweden
149	twitter - abuse - online - criadoperez - bullying	25	149_twitter_abuse_online_criadoperez
150	veil - blair - france - burqa - ban	25	150_veil_blair_france_burqa
151	parking - yellow - council - motorist - line	25	151_parking_yellow_council_motorist
152	katie - married - wedding - demi - marriage	24	152_katie_married_wedding_demi
153	falklands - falkland - islands - argentina - argentine	24	153_falklands_falkland_islands_argentina
154	evans - ched - sheffield - club - rape	24	154_evans_ched_sheffield_club
155	branch - ambulance - died - skye - milligan	24	155_branch_ambulance_died_skye
156	ford - toronto - mayor - crack - rob	24	156_ford_toronto_mayor_crack
157	wedding - bride - bridesmaid - dress - couple	24	157_wedding_bride_bridesmaid_dress
158	salmonella - outbreak - bacteria - contaminated - food	24	158_salmonella_outbreak_bacteria_contaminated
159	climate - change - global - emission - warming	23	159_climate_change_global_emission
160	anthony - caylee - anthonys - casey - baez	23	160_anthony_caylee_anthonys_casey
161	philippines - philippine - ampatuan - mindanao - maguindanao	23	161_philippines_philippine_ampatuan_mindanao
162	scientology - church - pastor - driscoll - miscavige	23	162_scientology_church_pastor_driscoll
163	blasio - mayor - officer - batkid - nypd	23	163_blasio_mayor_officer_batkid
164	froome - tour - contador - stage - cavendish	22	164_froome_tour_contador_stage
165	irs - committee - issa - holder - lerner	22	165_irs_committee_issa_holder
166	bergdahl - bergdahls - taliban - bowe - army	22	166_bergdahl_bergdahls_taliban_bowe
167	monis - siege - cafe - lindt - haron	22	167_monis_siege_cafe_lindt
168	bulger - bulgers - flemmi - martorano - whitey	22	168_bulger_bulgers_flemmi_martorano
169	sri - tamil - lankan - lanka - tigers	22	169_sri_tamil_lankan_lanka
170	holiday - cent - per - brits - traveller	22	170_holiday_cent_per_brits
171	plant - gm - crop - food - space	22	171_plant_gm_crop_food
172	paedophile - cyril - nccl - abuse - inquiry	22	172_paedophile_cyril_nccl_abuse
173	sloot - der - peru - lima - peruvian	21	173_sloot_der_peru_lima
174	sterling - stiviano - nba - clippers - sterlings	21	174_sterling_stiviano_nba_clippers
175	breivik - utoya - oslo - breiviks - norway	21	175_breivik_utoya_oslo_breiviks
176	alcohol - drinking - liver - drink - gastroenterologist	21	176_alcohol_drinking_liver_drink
177	asylum - seeker - nauru - refugee - manus	20	177_asylum_seeker_nauru_refugee
178	kennedy - kennedys - mary - robert - jr	20	178_kennedy_kennedys_mary_robert
179	gascoigne - aiden - ghost - school - poole	20	179_gascoigne_aiden_ghost_school
180	russian - adoption - russia - child - adopted	20	180_russian_adoption_russia_child
181	reveller - event - night - carnage - drinking	20	181_reveller_event_night_carnage
182	armstrong - doping - armstrongs - usada - antidoping	19	182_armstrong_doping_armstrongs_usada
183	derick - birth - zoey - bianca - steph	19	183_derick_birth_zoey_bianca
184	strike - union - unite - rmt - tube	19	184_strike_union_unite_rmt
185	va - veteran - veterans - shinseki - phoenix	19	185_va_veteran_veterans_shinseki
186	immigration - reform - immigrant - obama - republicans	19	186_immigration_reform_immigrant_obama
187	ira - belfast - ireland - northern - bomb	18	187_ira_belfast_ireland_northern
188	council - garden - rubbish - neighbour - knotweed	18	188_council_garden_rubbish_neighbour
189	sinclair - sexual - assault - military - sinclairs	18	189_sinclair_sexual_assault_military
190	sandusky - penn - paterno - sanduskys - state	18	190_sandusky_penn_paterno_sanduskys
191	gay - russia - russian - sochi - propaganda	18	191_gay_russia_russian_sochi
192	trierweiler - hollande - gayet - valerie - hollandes	18	192_trierweiler_hollande_gayet_valerie
193	bosnian - srebrenica - mladic - serb - serbian	18	193_bosnian_srebrenica_mladic_serb
194	calais - migrant - lorry - port - illegal	18	194_calais_migrant_lorry_port
195	drug - ecstasy - wyvell - methadone - death	17	195_drug_ecstasy_wyvell_methadone
196	circumcision - fgm - genital - mutilation - circumcised	17	196_circumcision_fgm_genital_mutilation
197	mine - miner - coal - rescue - mining	17	197_mine_miner_coal_rescue
198	christie - christies - wildstein - jersey - governor	17	198_christie_christies_wildstein_jersey
199	rice - coach - rutgers - basketball - ware	17	199_rice_coach_rutgers_basketball
200	breach - card - credit - data - target	17	200_breach_card_credit_data
201	alzheimers - brain - study - stress - disease	17	201_alzheimers_brain_study_stress
202	hurricane - storm - parish - tropical - rain	17	202_hurricane_storm_parish_tropical
203	indias - india - delhi - modi - hazare	17	203_indias_india_delhi_modi
204	robot - asimo - robotics - robots - daler	16	204_robot_asimo_robotics_robots
205	tree - trees - cherry - bonsai - ash	16	205_tree_trees_cherry_bonsai
206	tattoo - tattooing - tattoos - tattooed - inked	16	206_tattoo_tattooing_tattoos_tattooed
207	tax - osborne - 40p - rate - chancellor	16	207_tax_osborne_40p_rate
208	mieses - bikers - crash - driver - lien	16	208_mieses_bikers_crash_driver
209	petraeus - broadwell - kelley - humphries - affair	16	209_petraeus_broadwell_kelley_humphries
210	wars - star - scifi - darth - film	16	210_wars_star_scifi_darth
211	dancing - ballet - pole - dance - dancer	16	211_dancing_ballet_pole_dance
212	church - archbishop - bishop - anglican - sentamu	16	212_church_archbishop_bishop_anglican
213	sotomayor - justice - ginsburg - voter - supreme	15	213_sotomayor_justice_ginsburg_voter
214	statin - aspirin - yeast - supplement - risk	15	214_statin_aspirin_yeast_supplement
215	road - driver - cent - traffic - aa	15	215_road_driver_cent_traffic
216	dewani - anni - shrien - dewanis - mngeni	15	216_dewani_anni_shrien_dewanis
217	poverty - income - homeless - homelessness - poor	15	217_poverty_income_homeless_homelessness
218	sharper - kolstad - stallworth - nfl - mcnabb	15	218_sharper_kolstad_stallworth_nfl
219	ice - climate - antarctic - greenland - warming	15	219_ice_climate_antarctic_greenland
220	jerusalem - temple - ancient - hebrew - jewish	14	220_jerusalem_temple_ancient_hebrew
221	veteran - veterans - cemetery - memorial - war	14	221_veteran_veterans_cemetery_memorial
222	li - teacher - school - china - province	14	222_li_teacher_school_china
223	postal - mail - tnt - royal - stamp	14	223_postal_mail_tnt_royal
224	spanish - spain - gibraltar - morocco - spains	14	224_spanish_spain_gibraltar_morocco
225	gonzalez - white - secret - fence - house	14	225_gonzalez_white_secret_fence
226	raid - store - shop - cash - theft	13	226_raid_store_shop_cash
227	laden - bin - al - qaeda - attack	13	227_laden_bin_al_qaeda
228	strausskahn - diallo - dominique - imf - strausskahns	13	228_strausskahn_diallo_dominique_imf
229	konrardy - nygaard - olsen - berk - marine	13	229_konrardy_nygaard_olsen_berk
230	adoption - gammy - gebregeorgis - surrogacy - thai	13	230_adoption_gammy_gebregeorgis_surrogacy
231	cruise - illness - ill - outbreak - sickness	13	231_cruise_illness_ill_outbreak
232	robertson - duck - dynasty - ae - phil	12	232_robertson_duck_dynasty_ae
233	occupy - protester - wall - protest - demonstrator	12	233_occupy_protester_wall_protest
234	rate - abortion - pregnancy - birth - teen	12	234_rate_abortion_pregnancy_birth
235	alhilli - saad - mollier - alhillis - zaid	12	235_alhilli_saad_mollier_alhillis
236	crash - scene - minibus - accident - davies	12	236_crash_scene_minibus_accident
237	hollande - sarkozy - hollandes - socialist - pen	12	237_hollande_sarkozy_hollandes_socialist
238	porn - filter - pornography - internet - iplayer	12	238_porn_filter_pornography_internet
239	3d - printer - printing - thermomix - print	12	239_3d_printer_printing_thermomix
240	penguin - ness - loch - nessie - wildlife	12	240_penguin_ness_loch_nessie
241	reef - coral - marine - stoupin - corals	11	241_reef_coral_marine_stoupin
242	spider - insect - beetle - frog - spiders	11	242_spider_insect_beetle_frog
243	bletchley - enigma - war - turing - code	11	243_bletchley_enigma_war_turing
244	pollution - air - smog - beijing - quality	11	244_pollution_air_smog_beijing
245	parachute - dause - ernie - ebbrell - jump	10	245_parachute_dause_ernie_ebbrell
246	immigration - deportation - sham - iwueke - tate	10	246_immigration_deportation_sham_iwueke
247	harris - rolf - indecent - 5480 - 4481	10	247_harris_rolf_indecent_5480
248	factory - garment - bangladesh - dhaka - bangladeshi	10	248_factory_garment_bangladesh_dhaka
249	nobel - prize - peace - karman - gbowee	10	249_nobel_prize_peace_karman
250	ferry - sewol - jeju - ship - yoo	10	250_ferry_sewol_jeju_ship
251	manson - atkins - tate - parole - statman	10	251_manson_atkins_tate_parole
252	toyota - recall - toyotas - vehicle - acceleration	9	252_toyota_recall_toyotas_vehicle
253	mortgage - rate - bank - cent - per	9	253_mortgage_rate_bank_cent
254	smedley - rigby - ruth - coit - quesada	9	254_smedley_rigby_ruth_coit
255	afghanistan - afghan - troop - karzai - abdullah	9	255_afghanistan_afghan_troop_karzai
256	frozen - disney - elsa - cinderella - princess	9	256_frozen_disney_elsa_cinderella
257	driving - wilkins - waller - magistrates - drinkdriving	9	257_driving_wilkins_waller_magistrates
258	olympic - games - olympics - ceremony - london	9	258_olympic_games_olympics_ceremony
259	neolithic - skull - timber - reitan - buried	8	259_neolithic_skull_timber_reitan
260	philpott - mairead - willis - mick - fire	8	260_philpott_mairead_willis_mick
261	holmes - clements - theater - colorado - aurora	8	261_holmes_clements_theater_colorado
262	explosion - plant - fire - blast - fertilizer	8	262_explosion_plant_fire_blast
263	tokyo - games - olympic - ioc - sochi	8	263_tokyo_games_olympic_ioc
264	abortion - lobby - hobby - religious - supreme	8	264_abortion_lobby_hobby_religious
265	cece - tulisa - cheryl - elimination - lakoda	8	265_cece_tulisa_cheryl_elimination
266	dubai - mme - sheikh - uae - maktoum	7	266_dubai_mme_sheikh_uae
267	space - virgin - galactic - spaceshiptwo - branson	7	267_space_virgin_galactic_spaceshiptwo
268	oshie - hockey - shootout - russia - wagner	7	268_oshie_hockey_shootout_russia
269	moghadam - avalos - image - chaney - nude	7	269_moghadam_avalos_image_chaney
270	vell - roache - stuartcole - coronation - soap	7	270_vell_roache_stuartcole_coronation
271	uber - taxi - hailo - driver - company	7	271_uber_taxi_hailo_driver
272	mcdaniel - boo - mama - anna - honey	6	272_mcdaniel_boo_mama_anna
273	rail - crossing - badauskas - train - minnis	6	273_rail_crossing_badauskas_train
274	belghar - shafi - mevish - munir - ahmed	6	274_belghar_shafi_mevish_munir
275	fred - knapke - hodgkins - carole - liam	6	275_fred_knapke_hodgkins_carole
276	poppy - tower - war - memorial - ceramic	6	276_poppy_tower_war_memorial
277	chiquita - colombia - colombian - cabral - marijuana	6	277_chiquita_colombia_colombian_cabral
278	tb - virus - infection - measles - kalis	6	278_tb_virus_infection_measles
279	sloan - saldanha - care - alvarez - saldanhas	6	279_sloan_saldanha_care_alvarez
280	airboard - skyflash - hoverbike - catapult - skyprowler	6	280_airboard_skyflash_hoverbike_catapult
281	ciancia - tsa - airport - hernandez - gerardo	6	281_ciancia_tsa_airport_hernandez
282	heroin - addiction - opioids - addict - drug	6	282_heroin_addiction_opioids_addict
283	euthanasia - pathway - assisted - die - suicide	6	283_euthanasia_pathway_assisted_die
284	tower - elevator - lagoon - dubai - skyscraper	6	284_tower_elevator_lagoon_dubai
285	firouzian - bus - tan - king - luther	6	285_firouzian_bus_tan_king
286	carolyn - ian - fleming - morpurgo - couple	5	286_carolyn_ian_fleming_morpurgo
287	tunisia - arab - egypt - tunisian - friaa	5	287_tunisia_arab_egypt_tunisian
288	al - qaeda - libi - bin - laden	5	288_al_qaeda_libi_bin
289	ear - keim - hear - implant - charlotte	5	289_ear_keim_hear_implant
290	busch - driscoll - nascar - stewart - ward	5	290_busch_driscoll_nascar_stewart
291	driscoll - masked - auckland - mortar - facebook	5	291_driscoll_masked_auckland_mortar
292	drawer - bevan - avon - rothwell - leake	5	292_drawer_bevan_avon_rothwell
293	breastfeeding - milk - clowes - breast - pump	5	293_breastfeeding_milk_clowes_breast

Training hyperparameters

• calculate_probabilities: True
• language: english
• 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

Framework versions

• Numpy: 1.23.5
• HDBSCAN: 0.8.33
• UMAP: 0.5.3
• Pandas: 1.5.3
• Scikit-Learn: 1.2.2
• Sentence-transformers: 2.2.2
• Transformers: 4.31.0
• Numba: 0.57.1
• Plotly: 5.15.0
• Python: 3.10.12