MARTINI_enrich_BERTopic_dotconnectinganons
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("AIDA-UPM/MARTINI_enrich_BERTopic_dotconnectinganons")
topic_model.get_topic_info()
Topic overview
- Number of topics: 380
- Number of training documents: 63583
Click here for an overview of all topics.
Topic ID | Topic Keywords | Topic Frequency | Label |
---|---|---|---|
-1 | cnn - doj - hamas - patriots - democrats | 20 | -1_cnn_doj_hamas_patriots |
0 | russiagate - comey - manafort - danchenko - dossier | 40146 | 0_russiagate_comey_manafort_danchenko |
1 | madoff - cftc - winklevoss - bittrex - extradited | 419 | 1_madoff_cftc_winklevoss_bittrex |
2 | desantis - governor - superpac - iowa - frontrunner | 313 | 2_desantis_governor_superpac_iowa |
3 | awakening - hope - deliverance - banners4freedom - overcoming | 280 | 3_awakening_hope_deliverance_banners4freedom |
4 | pyongyang - kim - missiles - yoon - icbm | 270 | 4_pyongyang_kim_missiles_yoon |
5 | chatgpt - ceo - microsoft - alexa - deepfake | 237 | 5_chatgpt_ceo_microsoft_alexa |
6 | zelenskiy - volodymyr - russia - kiev - peskov | 220 | 6_zelenskiy_volodymyr_russia_kiev |
7 | pelosi - assaulted - sfpd - hammer - david | 218 | 7_pelosi_assaulted_sfpd_hammer |
8 | guojun - hongzheng - pollchief - jinhua - unicom | 206 | 8_guojun_hongzheng_pollchief_jinhua |
9 | prosecutors - dismissed - arraignment - firearm - misdemeanor | 206 | 9_prosecutors_dismissed_arraignment_firearm |
10 | hunterbiden - guilliani - signatories - spies - discredited | 196 | 10_hunterbiden_guilliani_signatories_spies |
11 | documents - delaware - chinagate - retrieved - discoveries | 188 | 11_documents_delaware_chinagate_retrieved |
12 | scotus - appealed - ballot - disqualified - petitioners | 184 | 12_scotus_appealed_ballot_disqualified |
13 | gunshots - swat - deputies - incident - pittsburgh | 184 | 13_gunshots_swat_deputies_incident |
14 | fentanyl - narcotics - cartels - sinaloa - smuggled | 181 | 14_fentanyl_narcotics_cartels_sinaloa |
15 | exploded - wildfires - evacuations - igniting - hazmat | 178 | 15_exploded_wildfires_evacuations_igniting |
16 | republicans - schumer - bailouts - negotiated - ceiling | 177 | 16_republicans_schumer_bailouts_negotiated |
17 | tiktok_us - bytedance - chinafication - banned - deepfake | 174 | 17_tiktok_us_bytedance_chinafication_banned |
18 | protesters - intifada - arrests - viralnewsnyc - bethlehem | 173 | 18_protesters_intifada_arrests_viralnewsnyc |
19 | musk - tweeting - delisted - securities - 44billion | 171 | 19_musk_tweeting_delisted_securities |
20 | bahahahhahahaha - guuuys - meme - armpits - ooooold | 170 | 20_bahahahhahahaha_guuuys_meme_armpits |
21 | maricopa - ballots - counties - disenfranchised - certifying | 164 | 21_maricopa_ballots_counties_disenfranchised |
22 | epstein - ghislaine - trafficked - salacious - accuser | 161 | 22_epstein_ghislaine_trafficked_salacious |
23 | warships - taiwanese - hainan - pacific - planes | 159 | 23_warships_taiwanese_hainan_pacific |
24 | twitter - taibbi - censored - dnc - yoel | 158 | 24_twitter_taibbi_censored_dnc |
25 | justices - sotomayor - gorsuch - overruling - whitehouse | 158 | 25_justices_sotomayor_gorsuch_overruling |
26 | fauci - coronaviruses - wuhan - virologists - bioweapons | 157 | 26_fauci_coronaviruses_wuhan_virologists |
27 | texas - border - federalizing - illegals - scotus | 150 | 27_texas_border_federalizing_illegals |
28 | idnyc - mayor - migrants - evicted - sanctuary | 148 | 28_idnyc_mayor_migrants_evicted |
29 | fbi - whistleblowers - affiants - extremists - suspended | 146 | 29_fbi_whistleblowers_affiants_extremists |
30 | ohio - dioxins - polluted - derailed - hazardous | 145 | 30_ohio_dioxins_polluted_derailed |
31 | kanye - yiannopoulos - drugged - celebrities - baalenciaga | 142 | 31_kanye_yiannopoulos_drugged_celebrities |
32 | declassified - fbi - spygate - hannity - documents | 141 | 32_declassified_fbi_spygate_hannity |
33 | nashville - columbine - manifesto - killer - audrey | 140 | 33_nashville_columbine_manifesto_killer |
34 | donald - testified - mistrial - judge - appellate | 135 | 34_donald_testified_mistrial_judge |
35 | airstrikes - iraq - pentagon - soleimani - mujahideen | 134 | 35_airstrikes_iraq_pentagon_soleimani |
36 | fetterman - sanders - carville - braddock - progressive | 133 | 36_fetterman_sanders_carville_braddock |
37 | bioweapons - farmbiotest - omicron - kirillov - laboratories | 132 | 37_bioweapons_farmbiotest_omicron_kirillov |
38 | boehner - mccarthy - representatives - votes - vacate | 121 | 38_boehner_mccarthy_representatives_votes |
39 | pontiffs - archdiocese - benedict - priesthood - defrocked | 119 | 39_pontiffs_archdiocese_benedict_priesthood |
40 | jpmorgan - epstein - accusers - jane - trafficking | 119 | 40_jpmorgan_epstein_accusers_jane |
41 | congressman - santos - expel - misdemeanor - newsy | 118 | 41_congressman_santos_expel_misdemeanor |
42 | afghanistan - blinken - khalilzad - servicemembers - withdrawal | 118 | 42_afghanistan_blinken_khalilzad_servicemembers |
43 | soros - billionaires - philanthropist - megadonor - organizations | 116 | 43_soros_billionaires_philanthropist_megadonor |
44 | kremlin - prigozhin - kadyrov - yevgeny - mercenaries | 115 | 44_kremlin_prigozhin_kadyrov_yevgeny |
45 | fbi - subpoenaed - bribery - grassley - oversight | 114 | 45_fbi_subpoenaed_bribery_grassley |
46 | indictments - presidents - judicially - politicised - ridiculous | 113 | 46_indictments_presidents_judicially_politicised |
47 | trudeau - khalistan - ottawa - gurpatwant - assassinate | 113 | 47_trudeau_khalistan_ottawa_gurpatwant |
48 | rioter - prisoner - sentenced - guantanamo - misdemeanor | 112 | 48_rioter_prisoner_sentenced_guantanamo |
49 | impeachments - mccarthy - demoncrats - representatives - bribery | 112 | 49_impeachments_mccarthy_demoncrats_representatives |
50 | taxpayers - leaked - charles - 1trn - rehired | 111 | 50_taxpayers_leaked_charles_1trn |
51 | god - greatness - backstabbers - warrior - letterman | 110 | 51_god_greatness_backstabbers_warrior |
52 | ufos - pentagon - motherships - whistleblower - unidentified | 110 | 52_ufos_pentagon_motherships_whistleblower |
53 | defamation - mistrial - jurors - carroll - appeals | 110 | 53_defamation_mistrial_jurors_carroll |
54 | poroshenko - bidens - bribed - prosecutor - fired | 109 | 54_poroshenko_bidens_bribed_prosecutor |
55 | hungary - eurocrats - poroshenko - zoltan - danube | 109 | 55_hungary_eurocrats_poroshenko_zoltan |
56 | taiwan - pelosi - pei - rongwen - pacific | 109 | 56_taiwan_pelosi_pei_rongwen |
57 | trafficked - dhs - whistleblower - refugee - minors | 107 | 57_trafficked_dhs_whistleblower_refugee |
58 | helicopter - crashed - jetblue - marines - flew | 107 | 58_helicopter_crashed_jetblue_marines |
59 | bidens - chairman - laundering - oversight - subpoenaed | 107 | 59_bidens_chairman_laundering_oversight |
60 | lomborg - anthropogenic - scientists - wildfires - hottest | 106 | 60_lomborg_anthropogenic_scientists_wildfires |
61 | eaglets - breakfast - mom - øøđ - feedings | 104 | 61_eaglets_breakfast_mom_øøđ |
62 | transmasculine - autogynophiliac - pediatric - medicalization - mastectomies | 104 | 62_transmasculine_autogynophiliac_pediatric_medicalization |
63 | pentagon - mattis - blimps - surveilling - hovered | 103 | 63_pentagon_mattis_blimps_surveilling |
64 | brics - arabia - petrodollar - ethiopia - countries | 103 | 64_brics_arabia_petrodollar_ethiopia |
65 | usnorthcom - ballon - surveillance - airships - unmanned | 102 | 65_usnorthcom_ballon_surveillance_airships |
66 | davos - globalists - conclave - schaub - allianz | 101 | 66_davos_globalists_conclave_schaub |
67 | tuckercarlson - murdoch - fired - primetime - powerbrokers | 101 | 67_tuckercarlson_murdoch_fired_primetime |
68 | capitol - cops - insurrectionists - footage - january | 100 | 68_capitol_cops_insurrectionists_footage |
69 | cybercensorship - dhs - cisa - malinformation - jihadis | 99 | 69_cybercensorship_dhs_cisa_malinformation |
70 | putin - beijing - uzbekistan - sanctions - trilateral | 98 | 70_putin_beijing_uzbekistan_sanctions |
71 | mumbles - bumbled - blooper - teleprompter - vilsack | 98 | 71_mumbles_bumbled_blooper_teleprompter |
72 | scammed - fraudlewski - impersonating - truthers - phillip | 97 | 72_scammed_fraudlewski_impersonating_truthers |
73 | fomc - inflation - recessions - economists - jerome | 97 | 73_fomc_inflation_recessions_economists |
74 | netherlands - boeren - farmers - neppelenbroek - protest | 96 | 74_netherlands_boeren_farmers_neppelenbroek |
75 | debt - bailouts - moratorium - forgivable - 1trillion | 96 | 75_debt_bailouts_moratorium_forgivable |
76 | subpoenaed - willis - georgia - divorce - fcda | 94 | 76_subpoenaed_willis_georgia_divorce |
77 | budweiser - mulvaney - boycott - influencer - koozie | 92 | 77_budweiser_mulvaney_boycott_influencer |
78 | prosecutors - bragg - manhattan - disbarred - misdemeanor | 92 | 78_prosecutors_bragg_manhattan_disbarred |
79 | nflpa - quarterback - broncos - hamlin - cpr | 92 | 79_nflpa_quarterback_broncos_hamlin |
80 | layoffs - bezos - deloitte - cisco - ziprecruiter | 90 | 80_layoffs_bezos_deloitte_cisco |
81 | brexit - mitsotakis - starmer - modi - parliamentary | 90 | 81_brexit_mitsotakis_starmer_modi |
82 | zaporizhzhia - chernobyl - pivdennoukrainsk - radioactive - znpp | 89 | 82_zaporizhzhia_chernobyl_pivdennoukrainsk_radioactive |
83 | donaldtrump - ottumwa - joinlive - 4pm - klowdtv | 87 | 83_donaldtrump_ottumwa_joinlive_4pm |
84 | jfk - assassinated - sirhan - nixon - declassify | 87 | 84_jfk_assassinated_sirhan_nixon |
85 | ruling - suppression - missouri - plaintiffs - colluded | 87 | 85_ruling_suppression_missouri_plaintiffs |
86 | antifa - atlanta - cops - attackers - firebombed | 86 | 86_antifa_atlanta_cops_attackers |
87 | migrants - matamoros - border - brownsville - illegally | 86 | 87_migrants_matamoros_border_brownsville |
88 | correspondent - spokesmen - simon - zakharova - cameroon | 86 | 88_correspondent_spokesmen_simon_zakharova |
89 | rfk - candidacy - dnc - smerconish - bobby | 86 | 89_rfk_candidacy_dnc_smerconish |
90 | reparations - californian - payouts - 800bn - howard | 85 | 90_reparations_californian_payouts_800bn |
91 | nuking - putin - belarus - novichok - deployed | 82 | 91_nuking_putin_belarus_novichok |
92 | megaquakes - aftershocks - seismogram - qinghai - zealand | 82 | 92_megaquakes_aftershocks_seismogram_qinghai |
93 | saudi - oil - khashoggi - rosneft - brent | 81 | 93_saudi_oil_khashoggi_rosneft |
94 | 9pm - devolution - dlive - episode - panhandlepatriots | 81 | 94_9pm_devolution_dlive_episode |
95 | georgiansfortruth - gwinnett - ballots - counties - plaintiffs | 80 | 95_georgiansfortruth_gwinnett_ballots_counties |
96 | cocaine - bongino - sniffed - white - fingerprints | 79 | 96_cocaine_bongino_sniffed_white |
97 | queenelizabeth - buckingham - monarchy - balmoral - westminster | 78 | 97_queenelizabeth_buckingham_monarchy_balmoral |
98 | gaza - hezbollah - ashkelon - nasrallah - airstrike | 76 | 98_gaza_hezbollah_ashkelon_nasrallah |
99 | desantis - migrants - martha - massachusetts - sanctuary | 76 | 99_desantis_migrants_martha_massachusetts |
100 | transgender - ncaa - athletes - lpga - jenner | 76 | 100_transgender_ncaa_athletes_lpga |
101 | died - lupone - perry - carly - donnie | 75 | 101_died_lupone_perry_carly |
102 | airstrikes - missile - yemeni - ship - gulf | 74 | 102_airstrikes_missile_yemeni_ship |
103 | mifepristone - supremecourt - preborn - fda - reinstates | 73 | 103_mifepristone_supremecourt_preborn_fda |
104 | impeachment - texas - paxton - acquitted - representatives | 73 | 104_impeachment_texas_paxton_acquitted |
105 | leaked - pentagon - teixeira - airman - vindman | 71 | 105_leaked_pentagon_teixeira_airman |
106 | rupaul - 2slgbtqia - crossdressed - protecttxkids - sexualized | 71 | 106_rupaul_2slgbtqia_crossdressed_protecttxkids |
107 | traffickers - arrested - abductions - europol - wfla | 71 | 107_traffickers_arrested_abductions_europol |
108 | stoltenberg - lithuania - annexation - allies - dmytro | 71 | 108_stoltenberg_lithuania_annexation_allies |
109 | lockdowns - chongqing - xinjiang - omicron - lanzhou | 70 | 109_lockdowns_chongqing_xinjiang_omicron |
110 | nominee - votes - speakership - majority - mccarthy | 70 | 110_nominee_votes_speakership_majority |
111 | billboard - anthem - superstar - nashville - singers | 70 | 111_billboard_anthem_superstar_nashville |
112 | lahaina - oahu - wildfires - evacuate - sirens | 69 | 112_lahaina_oahu_wildfires_evacuate |
113 | postvaccine - pfizer - pericarditis - mrna - mycoplasmal | 68 | 113_postvaccine_pfizer_pericarditis_mrna |
114 | disneyspeak - walt - ceo - hulu - abc | 68 | 114_disneyspeak_walt_ceo_hulu |
115 | georgia - defendants - jeffrey - racketeering - overturn | 68 | 115_georgia_defendants_jeffrey_racketeering |
116 | cnn - blitzer - donlemon - primetime - layoffs | 67 | 116_cnn_blitzer_donlemon_primetime |
117 | dollarization - fednow - blockchain - dogecoin - cashless | 67 | 117_dollarization_fednow_blockchain_dogecoin |
118 | doj - docketed - appeals - master - warrant | 66 | 118_doj_docketed_appeals_master |
119 | freedom - soundtrack - disney - subtitles - cristo | 66 | 119_freedom_soundtrack_disney_subtitles |
120 | coccidioides - outbreaks - cholera - pseudomallei - listeria | 66 | 120_coccidioides_outbreaks_cholera_pseudomallei |
121 | hurricane - floridians - tampa - sanibel - mesocyclone | 66 | 121_hurricane_floridians_tampa_sanibel |
122 | haley - nikki - coulter - govnernor - nevadans | 64 | 122_haley_nikki_coulter_govnernor |
123 | impeaching - homeland - secretary - misdemeanors - mcallen | 64 | 123_impeaching_homeland_secretary_misdemeanors |
124 | bidenflation - cpi - santelli - skyrocketing - overspent | 63 | 124_bidenflation_cpi_santelli_skyrocketing |
125 | schumer - speakerjohnson - bipartisan - ukraine - veto | 62 | 125_schumer_speakerjohnson_bipartisan_ukraine |
126 | project_veritas - jamesokeefeiii - skadden - looters - infiltrated | 62 | 126_project_veritas_jamesokeefeiii_skadden_looters |
127 | ukraine - munitions - 3bn - funding - bombenomics | 62 | 127_ukraine_munitions_3bn_funding |
128 | emails - archives - obama - pseudonyms - poroshenko | 61 | 128_emails_archives_obama_pseudonyms |
129 | iran - sanctions - hasanzadeh - qassam - 6bn | 60 | 129_iran_sanctions_hasanzadeh_qassam |
130 | balenciaga - kardashian - teddy - scandal - bondage | 60 | 130_balenciaga_kardashian_teddy_scandal |
131 | cyberespionage - cybercriminals - hacked - crowdstrike - malware | 60 | 131_cyberespionage_cybercriminals_hacked_crowdstrike |
132 | prius - emissions - ford - diesel - batteries | 59 | 132_prius_emissions_ford_diesel |
133 | primaries - manchin - delegates - iowa - unopposed | 59 | 133_primaries_manchin_delegates_iowa |
134 | wnba - griner - mprisoned - navalny - swapped | 59 | 134_wnba_griner_mprisoned_navalny |
135 | lgbtqia - curriculums - transfamily - indoctrination - teacher | 59 | 135_lgbtqia_curriculums_transfamily_indoctrination |
136 | bolsonaro - campinas - paulo - moraes - demonstrations | 58 | 136_bolsonaro_campinas_paulo_moraes |
137 | bitchute - youtuber - censorship - removed - talktv | 58 | 137_bitchute_youtuber_censorship_removed |
138 | epps - riot - misdemeanor - incarcerated - megan | 58 | 138_epps_riot_misdemeanor_incarcerated |
139 | donetsk - mykolaiv - khmelnytskyi - zhytomyr - bombardments | 58 | 139_donetsk_mykolaiv_khmelnytskyi_zhytomyr |
140 | energiewende - bloombergnef - blackouts - germany - uniper | 57 | 140_energiewende_bloombergnef_blackouts_germany |
141 | milley - enlistment - sergeant - ranks - transgenderism | 56 | 141_milley_enlistment_sergeant_ranks |
142 | epstein - blackmailing - clinton - playboy - flew | 56 | 142_epstein_blackmailing_clinton_playboy |
143 | smith - indicting - mistrials - wiretaps - sleazebag | 56 | 143_smith_indicting_mistrials_wiretaps |
144 | qaeda - 911 - guiliani - perpetrators - misquoted | 55 | 144_qaeda_911_guiliani_perpetrators |
145 | whiteness - fellowships - ibm - underrepresented - supremacists | 55 | 145_whiteness_fellowships_ibm_underrepresented |
146 | docket - pretrial - prosecutors - postponed - newsweek | 55 | 146_docket_pretrial_prosecutors_postponed |
147 | incumbents - genericdemocrat - nevada - tiebreaker - 205 | 54 | 147_incumbents_genericdemocrat_nevada_tiebreaker |
148 | handguns - scotus - overruling - unconstitutional - bans | 54 | 148_handguns_scotus_overruling_unconstitutional |
149 | michigan - benson - ballots - registrants - jocelyn | 54 | 149_michigan_benson_ballots_registrants |
150 | bolsonaro - moraes - janeiro - supremo - demonstrations | 53 | 150_bolsonaro_moraes_janeiro_supremo |
151 | baldwin - manslaughter - shooting - cinematographer - prosecutors | 53 | 151_baldwin_manslaughter_shooting_cinematographer |
152 | tlaib - hamasurrection - rashida - congresswoman - antisemitic | 53 | 152_tlaib_hamasurrection_rashida_congresswoman |
153 | firearms - banning - amendment - violence - wyo | 53 | 153_firearms_banning_amendment_violence |
154 | blackrock - vanguard - divestment - firms - shareholder | 51 | 154_blackrock_vanguard_divestment_firms |
155 | ukraine - funding - dod - billions - appropriated | 51 | 155_ukraine_funding_dod_billions |
156 | giuliani - marcopolousa - uncoverdc - ziegler - violations | 51 | 156_giuliani_marcopolousa_uncoverdc_ziegler |
157 | monkeypox - aids - transmitted - gay - intradermal | 51 | 157_monkeypox_aids_transmitted_gay |
158 | cbp - migrants - tucson - illegally - 259 | 50 | 158_cbp_migrants_tucson_illegally |
159 | pompeo - mike - iowa - conservatism - 2024 | 49 | 159_pompeo_mike_iowa_conservatism |
160 | wikileaks - extradited - julian - belmarsh - assassinate | 49 | 160_wikileaks_extradited_julian_belmarsh |
161 | hamas - netanyahu - truce - captives - mizrahi | 49 | 161_hamas_netanyahu_truce_captives |
162 | fdic - bancshares - sivb - insolvency - subsidiaries | 49 | 162_fdic_bancshares_sivb_insolvency |
163 | migrants - title - honduran - revert - expires | 49 | 163_migrants_title_honduran_revert |
164 | zuckerberg - metaverse - pedophiles - sued - controligarchs | 49 | 164_zuckerberg_metaverse_pedophiles_sued |
165 | daniels - manhattan - indicted - pornstar - payments | 48 | 165_daniels_manhattan_indicted_pornstar |
166 | gunbroker - suppressors - crackdown - regulate - unconstitutional | 48 | 166_gunbroker_suppressors_crackdown_regulate |
167 | georgia - hershel - candidate - lindell - reverendwarnock | 48 | 167_georgia_hershel_candidate_lindell |
168 | ballots - corrupticrats - rigged - recount - fraudulent | 47 | 168_ballots_corrupticrats_rigged_recount |
169 | pentagon - hospitalized - austin - lloyd - deputy | 47 | 169_pentagon_hospitalized_austin_lloyd |
170 | cheney - wyoming - congresswoman - liz - defeats | 46 | 170_cheney_wyoming_congresswoman_liz |
171 | impeachment - subpoenaed - depositions - committees - jim | 46 | 171_impeachment_subpoenaed_depositions_committees |
172 | hochul - councilwoman - yorkers - supremacists - deporting | 46 | 172_hochul_councilwoman_yorkers_supremacists |
173 | unvaccinated - mandates - hpv - school - mayorbowser | 45 | 173_unvaccinated_mandates_hpv_school |
174 | netanyahu - gaza - ramallah - itamar - abbas | 45 | 174_netanyahu_gaza_ramallah_itamar |
175 | oathkeepers - seditious - defendants - convicted - stewart | 45 | 175_oathkeepers_seditious_defendants_convicted |
176 | antifa - assaulted - sfsu - tuscaloosa - turningpoint | 44 | 176_antifa_assaulted_sfsu_tuscaloosa |
177 | taiwan - kuomintang - bejing - maochun - senkaku | 44 | 177_taiwan_kuomintang_bejing_maochun |
178 | fisa - reauthorization - surveilled - warrantless - liberties | 44 | 178_fisa_reauthorization_surveilled_warrantless |
179 | khamenei - iranians - mullahs - protesters - mashhad | 44 | 179_khamenei_iranians_mullahs_protesters |
180 | doj - prosecutor - delaware - whistleblower - denied | 44 | 180_doj_prosecutor_delaware_whistleblower |
181 | derailment - railcars - hazmat - csx - spilled | 43 | 181_derailment_railcars_hazmat_csx |
182 | melania - kushner - daughter - tiffany - marries | 43 | 182_melania_kushner_daughter_tiffany |
183 | gallerist - georges - purchasers - lobbyist - sold | 43 | 183_gallerist_georges_purchasers_lobbyist |
184 | feinstein - newsom - californians - nominees - replacing | 43 | 184_feinstein_newsom_californians_nominees |
185 | argentina - bolsonaro - inauguration - hichilema - populist | 43 | 185_argentina_bolsonaro_inauguration_hichilema |
186 | petroleum - reserves - barrels - spr - replenished | 42 | 186_petroleum_reserves_barrels_spr |
187 | libraries - lgbtq - pornographic - owassoschools - parents | 42 | 187_libraries_lgbtq_pornographic_owassoschools |
188 | aurora - supermoon - eclipses - sunspots - ionosphere | 42 | 188_aurora_supermoon_eclipses_sunspots |
189 | newsom - sacramento - deputies - governed - salazar | 42 | 189_newsom_sacramento_deputies_governed |
190 | unvaxxed - enlisting - dod - serviceman - rescinding | 42 | 190_unvaxxed_enlisting_dod_serviceman |
191 | tristan - andrew - trafficking - romania - brothers | 42 | 191_tristan_andrew_trafficking_romania |
192 | jackson - physician - grandpa - 81 - pollsters | 41 | 192_jackson_physician_grandpa_81 |
193 | spacecom - huntsville - headquarters - rogers - transferred | 41 | 193_spacecom_huntsville_headquarters_rogers |
194 | ramaswampy - vivek - soros - caucuses - multimillionaire | 41 | 194_ramaswampy_vivek_soros_caucuses |
195 | astronauts - canaveral - moonquake - apollo - liftoff | 41 | 195_astronauts_canaveral_moonquake_apollo |
196 | georgia - indictments - electors - overturn - willis | 41 | 196_georgia_indictments_electors_overturn |
197 | bidens - jianming - chairman - cefc - bribery | 41 | 197_bidens_jianming_chairman_cefc |
198 | convicted - manslaughter - hennepin - officer - correctional | 41 | 198_convicted_manslaughter_hennepin_officer |
199 | warmongering - peacemaker - deterrence - wwiii - nuclear | 40 | 199_warmongering_peacemaker_deterrence_wwiii |
200 | buttigieg - palestine - breitbart - snl - rnc | 40 | 200_buttigieg_palestine_breitbart_snl |
201 | starlink - blinken - broadband - fcc - internationally | 40 | 201_starlink_blinken_broadband_fcc |
202 | truthsocial - totweet - brainwashed - ricky - fartwell | 40 | 202_truthsocial_totweet_brainwashed_ricky |
203 | bannon - webuildthewall - convicted - subpoena - swalwell | 39 | 203_bannon_webuildthewall_convicted_subpoena |
204 | macron - bastille - lvmh - reforms - algeria | 39 | 204_macron_bastille_lvmh_reforms |
205 | giuliani - georgia - sued - defamatory - racketeer | 39 | 205_giuliani_georgia_sued_defamatory |
206 | kerry - emissions - spokesmen - foia - alarmist | 39 | 206_kerry_emissions_spokesmen_foia |
207 | deportations - border - mexicans - uncontrolled - campaigned | 39 | 207_deportations_border_mexicans_uncontrolled |
208 | mandates - unvaxxed - fdny - reinstatement - sotomayor | 39 | 208_mandates_unvaxxed_fdny_reinstatement |
209 | gag - prosecutors - unconstitutionality - rehearing - muzzled | 38 | 209_gag_prosecutors_unconstitutionality_rehearing |
210 | wikileaks - docket - huddleston - ofseth - collusion | 38 | 210_wikileaks_docket_huddleston_ofseth |
211 | menendez - bribery - nj - codefendants - mercedes | 38 | 211_menendez_bribery_nj_codefendants |
212 | barack - fantasized - gay - sasha - 2008 | 38 | 212_barack_fantasized_gay_sasha |
213 | fuzhou - policing - mainland - repatriate - dissidents | 38 | 213_fuzhou_policing_mainland_repatriate |
214 | whistleblowers - irs - testify - kudlow - retaliated | 38 | 214_whistleblowers_irs_testify_kudlow |
215 | netanyahu - gaza - israelis - terrorists - ismail | 37 | 215_netanyahu_gaza_israelis_terrorists |
216 | pelosi - impeachments - booed - nanshy - glorious | 37 | 216_pelosi_impeachments_booed_nanshy |
217 | missiles - luhansk - dmitry - boeing - serbia | 37 | 217_missiles_luhansk_dmitry_boeing |
218 | senators - tuberville - pentagon - blockade - abortion | 37 | 218_senators_tuberville_pentagon_blockade |
219 | hornets - infestation - insects - invasive - lungworm | 36 | 219_hornets_infestation_insects_invasive |
220 | acreage - 85million - vilsack - investors - syngenta | 36 | 220_acreage_85million_vilsack_investors |
221 | russiagate - impeachments - fightwithkash - prosecuted - barrs | 35 | 221_russiagate_impeachments_fightwithkash_prosecuted |
222 | gunshot - capitol - murdered - ashley - rioter | 35 | 222_gunshot_capitol_murdered_ashley |
223 | furnaces - appliances - microwaves - lightbulb - efficiency | 35 | 223_furnaces_appliances_microwaves_lightbulb |
224 | crimea - bryansk - zaporozhye - detonators - mykhailo | 35 | 224_crimea_bryansk_zaporozhye_detonators |
225 | unredacted - docket - warrants - seal - maralago | 35 | 225_unredacted_docket_warrants_seal |
226 | fauci - senator - paul - redfield - perjury | 35 | 226_fauci_senator_paul_redfield |
227 | debates - katie - hobbs - arizona - hardball | 35 | 227_debates_katie_hobbs_arizona |
228 | pandemics - ghebreyesus - treaty - global - communique | 35 | 228_pandemics_ghebreyesus_treaty_global |
229 | satanists - temple - blasphemous - megachurch - statehouse | 35 | 229_satanists_temple_blasphemous_megachurch |
230 | manslaughter - chokehold - daniel - straphanger - bail | 35 | 230_manslaughter_chokehold_daniel_straphanger |
231 | musk - rothschild - stephen - hahaha - doxxing | 35 | 231_musk_rothschild_stephen_hahaha |
232 | stopgap - senate - appropriations - spending - theblaze | 35 | 232_stopgap_senate_appropriations_spending |
233 | lindelltv - mike - suing - pillow - dershowitz | 34 | 233_lindelltv_mike_suing_pillow |
234 | committeewoman - subpoena - january - cheney - hurricane | 34 | 234_committeewoman_subpoena_january_cheney |
235 | 1wwga - singing - boom - mashup - playlist | 34 | 235_1wwga_singing_boom_mashup |
236 | deputy - resignations - aides - departing - annie | 34 | 236_deputy_resignations_aides_departing |
237 | nigerien - gabon - benin - nations - overthrowing | 34 | 237_nigerien_gabon_benin_nations |
238 | bancorp - shares - plunged - insolvency - deposits | 34 | 238_bancorp_shares_plunged_insolvency |
239 | whistleblowers - irs - testified - darrell - weinsheimer | 34 | 239_whistleblowers_irs_testified_darrell |
240 | transgender - minors - vetoing - unconstitutionally - kentucky | 34 | 240_transgender_minors_vetoing_unconstitutionally |
241 | swatting - deputies - congresswoman - 911 - marjorie | 34 | 241_swatting_deputies_congresswoman_911 |
242 | target - boycott - lgbtqia - macy - swimwear | 33 | 242_target_boycott_lgbtqia_macy |
243 | ivermectin - hydroxychloroquine - doctors - zithromax - prescribed | 33 | 243_ivermectin_hydroxychloroquine_doctors_zithromax |
244 | qanon - reposting - bullshid - whoooooole - clownsperts | 33 | 244_qanon_reposting_bullshid_whoooooole |
245 | zhongnanhai - jintao - xi - shenyang - premier | 33 | 245_zhongnanhai_jintao_xi_shenyang |
246 | bidenomics - gasoline - prices - skyrocketed - kjp | 33 | 246_bidenomics_gasoline_prices_skyrocketed |
247 | cbp - terrorist - thegatewaypundit - smuggler - abdelaal | 33 | 247_cbp_terrorist_thegatewaypundit_smuggler |
248 | bidenlaptopmedia - morris - kevin - impeachment - vincentstaropoli | 32 | 248_bidenlaptopmedia_morris_kevin_impeachment |
249 | sinaloa - guanajuato - tamaulipas - narcoterrorists - aeromexico | 32 | 249_sinaloa_guanajuato_tamaulipas_narcoterrorists |
250 | bannon - steve - warroom - imperialist - harnwell | 32 | 250_bannon_steve_warroom_imperialist |
251 | fbi - informants - infiltrated - fedsurrection - january | 32 | 251_fbi_informants_infiltrated_fedsurrection |
252 | reelection - alabama - wins - greene - marjorie | 32 | 252_reelection_alabama_wins_greene |
253 | severodonetsk - kharkiv - belgorod - casualties - frontline | 32 | 253_severodonetsk_kharkiv_belgorod_casualties |
254 | dhs - deporting - mayorkas - mcallen - ortiz | 32 | 254_dhs_deporting_mayorkas_mcallen |
255 | texas - outages - generators - heatwave - xcel | 32 | 255_texas_outages_generators_heatwave |
256 | anthem - patriots - capitol - prisoners - 9pm | 31 | 256_anthem_patriots_capitol_prisoners |
257 | inmates - jailhouse - rapist - misgendering - transmania | 31 | 257_inmates_jailhouse_rapist_misgendering |
258 | pretrial - georgia - codefendants - expediated - powell | 31 | 258_pretrial_georgia_codefendants_expediated |
259 | pyongyang - kremlin - vladimir - munitions - linkup | 31 | 259_pyongyang_kremlin_vladimir_munitions |
260 | ufo - landed - lockheed - drones - huron | 31 | 260_ufo_landed_lockheed_drones |
261 | vacation - presidency - days - 94th - david | 31 | 261_vacation_presidency_days_94th |
262 | rnc - romney - chairwoman - lindell - mcdaniel | 30 | 262_rnc_romney_chairwoman_lindell |
263 | huawei - fcc - shenzhen - 5g - subsidies | 30 | 263_huawei_fcc_shenzhen_5g |
264 | tennessee - representatives - statehouse - expel - marsha | 30 | 264_tennessee_representatives_statehouse_expel |
265 | deported - arrested - illegal - convictions - trafficker | 30 | 265_deported_arrested_illegal_convictions |
266 | putin - conscripting - mobilized - leningrad - artillerymen | 29 | 266_putin_conscripting_mobilized_leningrad |
267 | nordstream - pipelines - sabotaged - explosions - bornholm | 29 | 267_nordstream_pipelines_sabotaged_explosions |
268 | accusers - spacey - acquittal - anthony - groped | 29 | 268_accusers_spacey_acquittal_anthony |
269 | memphis - cops - beaten - handcuffed - hemphill | 29 | 269_memphis_cops_beaten_handcuffed |
270 | wisvote - ballots - milwaukee - mailed - ineligibility | 29 | 270_wisvote_ballots_milwaukee_mailed |
271 | rasputin - dnepropetrovsk - dasha - podmoscowie - апачев | 29 | 271_rasputin_dnepropetrovsk_dasha_podmoscowie |
272 | bidens - testified - lobbyist - archer - goldman | 29 | 272_bidens_testified_lobbyist_archer |
273 | lovechild - hunter - roberts - batesville - lowell | 29 | 273_lovechild_hunter_roberts_batesville |
274 | maricopa - ballots - affidavits - savearizonafund - gubernatorial | 28 | 274_maricopa_ballots_affidavits_savearizonafund |
275 | supervolcano - kilauea - reykjavik - popocatepetl - kamchatka | 28 | 275_supervolcano_kilauea_reykjavik_popocatepetl |
276 | flynn - mueller - spied - falsehood - incorruptible | 28 | 276_flynn_mueller_spied_falsehood |
277 | actblue - donations - cvv - laundering - biloxi | 28 | 277_actblue_donations_cvv_laundering |
278 | blasphemers - satanic - ferrell - baptized - wwe | 28 | 278_blasphemers_satanic_ferrell_baptized |
279 | imran - rawalpindi - shehbaz - arrested - premier | 28 | 279_imran_rawalpindi_shehbaz_arrested |
280 | lugansk - zaporizhzhya - referenda - annexing - volodin | 28 | 280_lugansk_zaporizhzhya_referenda_annexing |
281 | q3791 - mjtruth - qincidences - countdown - pompeo | 28 | 281_q3791_mjtruth_qincidences_countdown |
282 | censures - representatives - cuomo - paulina - liar | 28 | 282_censures_representatives_cuomo_paulina |
283 | chicago - mayor - beetlejuice - rahm - deborah | 27 | 283_chicago_mayor_beetlejuice_rahm |
284 | hubble - telescopes - nebula - planets - nasa | 27 | 284_hubble_telescopes_nebula_planets |
285 | flynn - guantanamo - soldiers - commanded - 111th | 27 | 285_flynn_guantanamo_soldiers_commanded |
286 | fraudsters - federally - covid - plundered - billion | 27 | 286_fraudsters_federally_covid_plundered |
287 | chicagoans - mayor - illegals - busses - sanctuary | 27 | 287_chicagoans_mayor_illegals_busses |
288 | omicron - variants - mutated - outbreaks - resisitant | 27 | 288_omicron_variants_mutated_outbreaks |
289 | tucker - footage - insurrectionist - january - panicking | 27 | 289_tucker_footage_insurrectionist_january |
290 | kamala - kwanzaa - vice - backfires - heterosexism | 27 | 290_kamala_kwanzaa_vice_backfires |
291 | musk - tweeted - unfilteredboss - ryan - wow | 27 | 291_musk_tweeted_unfilteredboss_ryan |
292 | prayers - miracle - healed - patriot - stepdad | 27 | 292_prayers_miracle_healed_patriot |
293 | capitol - releasing - cctv - mccarthy - subcommittee | 27 | 293_capitol_releasing_cctv_mccarthy |
294 | protesters - bbc - blockade - marching - smashing | 26 | 294_protesters_bbc_blockade_marching |
295 | murdoch - foxa - lawsuit - shareholder - dominion | 26 | 295_murdoch_foxa_lawsuit_shareholder |
296 | drowned - barack - campbell - paddleboarder - martha | 26 | 296_drowned_barack_campbell_paddleboarder |
297 | tornadoes - alabama - hail - goodlettsville - wrecked | 26 | 297_tornadoes_alabama_hail_goodlettsville |
298 | migrants - deported - illegally - british - lampedusa | 26 | 298_migrants_deported_illegally_british |
299 | pelosi - nasdaq - cramer - wealthiest - leveraged | 26 | 299_pelosi_nasdaq_cramer_wealthiest |
300 | fbi - grassley - whistleblowers - falsely - politicization | 26 | 300_fbi_grassley_whistleblowers_falsely |
301 | uvalde - superintendent - cops - massacre - shooter | 26 | 301_uvalde_superintendent_cops_massacre |
302 | titanic - submarine - shipwreck - imploded - megalodon | 26 | 302_titanic_submarine_shipwreck_imploded |
303 | chemtrails - contrails - monsoon - spraying - atmosphere | 26 | 303_chemtrails_contrails_monsoon_spraying |
304 | fracking - greenpeace - alaska - gulf - whale | 26 | 304_fracking_greenpeace_alaska_gulf |
305 | lawfare - alina - newsmax - tricked - dismissed | 26 | 305_lawfare_alina_newsmax_tricked |
306 | nordstream - pipelines - leaking - explosions - sabotage | 26 | 306_nordstream_pipelines_leaking_explosions |
307 | thunberg - protester - anticapitalista - fascists - overthrow | 25 | 307_thunberg_protester_anticapitalista_fascists |
308 | prosecutors - testify - defendant - incriminating - retracted | 25 | 308_prosecutors_testify_defendant_incriminating |
309 | disneyland - desantis - relocates - 105million - revoked | 25 | 309_disneyland_desantis_relocates_105million |
310 | justices - appellate - prosecution - defendants - convicted | 25 | 310_justices_appellate_prosecution_defendants |
311 | arizona - hobbs - veto - gubernatorial - resigned | 25 | 311_arizona_hobbs_veto_gubernatorial |
312 | tucker - putin - snowden - newsman - mikheyev | 24 | 312_tucker_putin_snowden_newsman |
313 | dublin - stabbing - riots - offaly - mcdermott | 24 | 313_dublin_stabbing_riots_offaly |
314 | texas - migrants - bussed - gov - abbott | 24 | 314_texas_migrants_bussed_gov |
315 | demolished - wtc - implosion - skyscraper - fires | 24 | 315_demolished_wtc_implosion_skyscraper |
316 | missiles - rzeczpospolita - warhead - exploded - smolensk | 24 | 316_missiles_rzeczpospolita_warhead_exploded |
317 | armenia - stepanakert - karabakh - palestine - protesters | 24 | 317_armenia_stepanakert_karabakh_palestine |
318 | eric - alabama - voter - registrants - withdrew | 24 | 318_eric_alabama_voter_registrants |
319 | lampedusa - mussolini - draghi - fascists - hungary | 24 | 319_lampedusa_mussolini_draghi_fascists |
320 | pizzagate - pedophiles - hotdog - shadowbanned - pedowood | 24 | 320_pizzagate_pedophiles_hotdog_shadowbanned |
321 | sam - brinton - stolen - jail - suitcase | 24 | 321_sam_brinton_stolen_jail |
322 | drones - crimean - flew - fighter - intercepted | 24 | 322_drones_crimean_flew_fighter |
323 | hamadeh - mayes - arizona - abraham - lawsuit | 23 | 323_hamadeh_mayes_arizona_abraham |
324 | hamas - usaid - unrwa - terrorists - grantee | 23 | 324_hamas_usaid_unrwa_terrorists |
325 | gallup - presidencies - truman - lowest - disapprove | 23 | 325_gallup_presidencies_truman_lowest |
326 | gabbard - arizona - katie - booed - 413k | 23 | 326_gabbard_arizona_katie_booed |
327 | falsehoods - infowar - discernment - substantiate - strawman | 23 | 327_falsehoods_infowar_discernment_substantiate |
328 | vaccine - pfizer - omicron - doses - updated | 23 | 328_vaccine_pfizer_omicron_doses |
329 | sued - raped - weinstein - playboy - donna | 23 | 329_sued_raped_weinstein_playboy |
330 | congressman - kinzinger - hannity - deplorable - lynchings | 23 | 330_congressman_kinzinger_hannity_deplorable |
331 | rail - teamsters - strike - sanders - wages | 22 | 331_rail_teamsters_strike_sanders |
332 | megafire - lahaina - maureen - victims - hurricane | 22 | 332_megafire_lahaina_maureen_victims |
333 | shootings - lewiston - sagadahoc - manhunt - regiment | 22 | 333_shootings_lewiston_sagadahoc_manhunt |
334 | h5n1 - influenza - outbreak - zoonotic - flocks | 22 | 334_h5n1_influenza_outbreak_zoonotic |
335 | abortionists - antifa - firebombing - prosecute - lynchburg | 22 | 335_abortionists_antifa_firebombing_prosecute |
336 | archer - joey - perjure - associate - sociopath | 22 | 336_archer_joey_perjure_associate |
337 | warheads - missile - torpedos - submarine - severodvinsk | 22 | 337_warheads_missile_torpedos_submarine |
338 | embryos - clones - regenerative - parthenogenesis - cynomolgus | 22 | 338_embryos_clones_regenerative_parthenogenesis |
339 | mccarthy - committees - swalwell - antisemitic - removed | 22 | 339_mccarthy_committees_swalwell_antisemitic |
340 | zuckerberg - layoffs - meta - czi - recruiter | 22 | 340_zuckerberg_layoffs_meta_czi |
341 | sailors - yemen - socom - seal - vanished | 22 | 341_sailors_yemen_socom_seal |
342 | electors - constitutionally - pence - overturn - malfeasance | 22 | 342_electors_constitutionally_pence_overturn |
343 | docket - appeals - katie - lake - arizona | 22 | 343_docket_appeals_katie_lake |
344 | prince - buckingham - jeffrey - ghislaine - 200million | 22 | 344_prince_buckingham_jeffrey_ghislaine |
345 | epstein - suicides - murdered - prison - hanging | 21 | 345_epstein_suicides_murdered_prison |
346 | lightning - thunderstorm - struck - skyline - rainbow | 21 | 346_lightning_thunderstorm_struck_skyline |
347 | vaxxed - stormypatriotjoe - morons - yep - mandates | 21 | 347_vaxxed_stormypatriotjoe_morons_yep |
348 | mcconnell - senate - neoconservative - grassroots - nominated | 21 | 348_mcconnell_senate_neoconservative_grassroots |
349 | navarro - prosecutors - mistrial - congressional - convicted | 21 | 349_navarro_prosecutors_mistrial_congressional |
350 | deaths - vaccinated - insurers - 2021 - highest | 21 | 350_deaths_vaccinated_insurers_2021 |
351 | kosovo - mitrovica - kharchenko - mojsilovic - brussels | 21 | 351_kosovo_mitrovica_kharchenko_mojsilovic |
352 | representatives - ballotpedia - resigning - debbie - evansville | 21 | 352_representatives_ballotpedia_resigning_debbie |
353 | pornography - minors - verifies - websites - huckabee | 21 | 353_pornography_minors_verifies_websites |
354 | sudan - evacuated - refugee - paramilitary - sanctions | 21 | 354_sudan_evacuated_refugee_paramilitary |
355 | democrats - marxists - brainwash - leftie - caterwauling | 21 | 355_democrats_marxists_brainwash_leftie |
356 | joshpricegolf - spieth - golfers - turnberry - heckled | 21 | 356_joshpricegolf_spieth_golfers_turnberry |
357 | queen - died - todays - procession - 3pm | 21 | 357_queen_died_todays_procession |
358 | colorado - blackmailed - slander - barbra - extramarital | 21 | 358_colorado_blackmailed_slander_barbra |
359 | quarterbacks - 49ers - ravens - dungy - stadiums | 20 | 359_quarterbacks_49ers_ravens_dungy |
360 | mcconnell - senators - fell - stroke - wheelchair | 20 | 360_mcconnell_senators_fell_stroke |
361 | vetoed - mayorbowser - overturning - carjackings - amnesty | 20 | 361_vetoed_mayorbowser_overturning_carjackings |
362 | whoopi - viewers - farting - heckler - sajak | 20 | 362_whoopi_viewers_farting_heckler |
363 | francisco - mayor - homelessness - criminalize - batkid | 20 | 363_francisco_mayor_homelessness_criminalize |
364 | france - riots - marseille - moroccans - nationalists | 20 | 364_france_riots_marseille_moroccans |
365 | jill - granddaughter - bolling - accompanied - twins | 20 | 365_jill_granddaughter_bolling_accompanied |
366 | georgia - abrams - stacey - incumbent - lawfare | 20 | 366_georgia_abrams_stacey_incumbent |
367 | daca - deportation - injunction - courts - appealed | 20 | 367_daca_deportation_injunction_courts |
368 | bidens - extradition - zhao - cefc - launderer | 20 | 368_bidens_extradition_zhao_cefc |
369 | kari - politicians - persecution - backing - bless | 20 | 369_kari_politicians_persecution_backing |
370 | potus - rigged - 2024 - retweeted - definitely | 20 | 370_potus_rigged_2024_retweeted |
371 | zuckerberg - misinformation - censor - meta - subpoenaed | 20 | 371_zuckerberg_misinformation_censor_meta |
372 | mexico - blinken - migrants - alejandro - visas | 20 | 372_mexico_blinken_migrants_alejandro |
373 | christie - traitors - booed - bridgegate - insulting | 20 | 373_christie_traitors_booed_bridgegate |
374 | epstein - subpoenas - marsha - unredacted - blocked | 20 | 374_epstein_subpoenas_marsha_unredacted |
375 | jpmorgan - ceo - jamie - dimon - billionaire | 20 | 375_jpmorgan_ceo_jamie_dimon |
376 | bombs - dnc - counterintelligence - kamala - purged | 20 | 376_bombs_dnc_counterintelligence_kamala |
377 | indoctrination - pedophilia - mothers - homeschooling - awakened | 20 | 377_indoctrination_pedophilia_mothers_homeschooling |
378 | hannity - fox - murdoch - headline - downplays | 20 | 378_hannity_fox_murdoch_headline |
Training hyperparameters
- calculate_probabilities: True
- 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: 1.26.4
- HDBSCAN: 0.8.40
- UMAP: 0.5.7
- Pandas: 2.2.3
- Scikit-Learn: 1.5.2
- Sentence-transformers: 3.3.1
- Transformers: 4.46.3
- Numba: 0.60.0
- Plotly: 5.24.1
- Python: 3.10.12
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