bertopic text-classification region:us
---
library_name: bertopic
pipeline_tag: text-classification
tags:
- bertopic
---

# MARTINI_enrich_BERTopic_WeaponizeConspiracy

This is a [BERTopic](https://github.com/MaartenGr/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:

```python
from bertopic import BERTopic
topic_model = BERTopic.load("AIDA-UPM/MARTINI_enrich_BERTopic_WeaponizeConspiracy")

topic_model.get_topic_info()
```

## Topic overview

* Number of topics: 313
* Number of training documents: 79424

<details>
  <summary>Click here for an overview of all topics.</summary>
  
  | Topic ID | Topic Keywords | Topic Frequency | Label | 
|----------|----------------|-----------------|-------| 
| -1 | israel - shit - public - 2021 - gonna | 20 | -1_israel_shit_public_2021 | 
| 0 | vaxed - vaxxholes - unjabbed - brainwashed - placebo | 59627 | 0_vaxed_vaxxholes_unjabbed_brainwashed | 
| 1 | ukraine - mariupol - zaporizhzhia - russland - zelensky | 443 | 1_ukraine_mariupol_zaporizhzhia_russland | 
| 2 | jewbashing - jewy - semitism - goyim - halevy | 347 | 2_jewbashing_jewy_semitism_goyim | 
| 3 | openai - robots - metahuman - chatbot - risks | 340 | 3_openai_robots_metahuman_chatbot | 
| 4 | ivermectin - deworming - antiparasitic - wormwood - hairworm | 253 | 4_ivermectin_deworming_antiparasitic_wormwood | 
| 5 | theconspiracyhole - bestofconsphole - theorists - views - normies | 234 | 5_theconspiracyhole_bestofconsphole_theorists_views | 
| 6 | trannies - honesttransgender - transphobic - misgender - autogynephilia | 229 | 6_trannies_honesttransgender_transphobic_misgender | 
| 7 | spacex - spacewalks - apollo - launch - астронавт | 218 | 7_spacex_spacewalks_apollo_launch | 
| 8 | judaizers - israelites - judea - pharisees - hebraic | 218 | 8_judaizers_israelites_judea_pharisees | 
| 9 | chickens - rooster - hatched - feathered - quail | 213 | 9_chickens_rooster_hatched_feathered | 
| 10 | sprouts - seedlings - hydroponics - potato - planter | 207 | 10_sprouts_seedlings_hydroponics_potato | 
| 11 | illegals - deporting - tijuana - border - brownsville | 196 | 11_illegals_deporting_tijuana_border | 
| 12 | rifles - glock - handgun - marksmanship - suppressors | 187 | 12_rifles_glock_handgun_marksmanship | 
| 13 | qanon - qnanner - nsa - nogginosphere - yknow | 183 | 13_qanon_qnanner_nsa_nogginosphere | 
| 14 | countryside - sweden - suburbs - overpopulated - relocate | 183 | 14_countryside_sweden_suburbs_overpopulated | 
| 15 | 5g - radiofrequency - awake432hz - ghz - cell | 176 | 15_5g_radiofrequency_awake432hz_ghz | 
| 16 | arguing - insults - controversials - fallacies - pointless | 174 | 16_arguing_insults_controversials_fallacies | 
| 17 | pitbulls - rottweilers - mastiff - labrador - chihuahuas | 173 | 17_pitbulls_rottweilers_mastiff_labrador | 
| 18 | hamas - gaza - israelis - airstrikes - gazan | 173 | 18_hamas_gaza_israelis_airstrikes | 
| 19 | kjv - blueletterbible - septuagint - catenabible - youversion | 173 | 19_kjv_blueletterbible_septuagint_catenabible | 
| 20 | 36th - gematriaeffect - trump - number - date | 166 | 20_36th_gematriaeffect_trump_number | 
| 21 | hitler - weimar - holocausteando - obergruppenfuhrer - sudetenland | 161 | 21_hitler_weimar_holocausteando_obergruppenfuhrer | 
| 22 | laetrile - cure - placebo - chiropractors - prescribes | 155 | 22_laetrile_cure_placebo_chiropractors | 
| 23 | weaponize - conspiracy - fedposting - joinlimit - nextlevel444 | 153 | 23_weaponize_conspiracy_fedposting_joinlimit | 
| 24 | freemasons - mormon - lucifer - heresies - oaths | 153 | 24_freemasons_mormon_lucifer_heresies | 
| 25 | banksters - dollarization - fdic - hyperinflation - collapse | 152 | 25_banksters_dollarization_fdic_hyperinflation | 
| 26 | resurrectional - ephesians - withgodeverthingspossible - hosanna - pascha | 151 | 26_resurrectional_ephesians_withgodeverthingspossible_hosanna | 
| 27 | insurrection - bannon - pelosi - fbi - capitols | 149 | 27_insurrection_bannon_pelosi_fbi | 
| 28 | winters - coldest - blizzards - unseasonably - tornados | 147 | 28_winters_coldest_blizzards_unseasonably | 
| 29 | weltwirtschaftsforum - davos - sdgs - soros - ramaphosa | 147 | 29_weltwirtschaftsforum_davos_sdgs_soros | 
| 30 | revelation - kjv - alleluia - commandments - brimstone | 143 | 30_revelation_kjv_alleluia_commandments | 
| 31 | epstein - ghislaine - pizzagate - mossad - traffickers | 143 | 31_epstein_ghislaine_pizzagate_mossad | 
| 32 | 333 - numerological - 17x3 - threes - 7777 | 142 | 32_333_numerological_17x3_threes | 
| 33 | apartheid - johannesburg - afrikaanse - rivonia - tembisa | 130 | 33_apartheid_johannesburg_afrikaanse_rivonia | 
| 34 | rewatching - lololol - grinch - 43mins - torrented | 129 | 34_rewatching_lololol_grinch_43mins | 
| 35 | pyramids - egyptians - atlantis - megalithomania - karnak | 129 | 35_pyramids_egyptians_atlantis_megalithomania | 
| 36 | germs - virologists - contagious - pathogenic - herpes | 128 | 36_germs_virologists_contagious_pathogenic | 
| 37 | hey - evening - brb - replying - shalom | 123 | 37_hey_evening_brb_replying | 
| 38 | weiter - meine - plattdeutsch - escrita - puuhh | 122 | 38_weiter_meine_plattdeutsch_escrita | 
| 39 | outages - suez - supply - tanker - kwh | 119 | 39_outages_suez_supply_tanker | 
| 40 | anonymous - profile - hello - visible - pic | 118 | 40_anonymous_profile_hello_visible | 
| 41 | trumpathon - mayweather - joker - magatard - survivors | 117 | 41_trumpathon_mayweather_joker_magatard | 
| 42 | kjv - matthew - disciples - hypocrites - baptizing | 116 | 42_kjv_matthew_disciples_hypocrites | 
| 43 | treblinka - sobibor - holocaustmemorialday - hofjuden - zyklon | 114 | 43_treblinka_sobibor_holocaustmemorialday_hofjuden | 
| 44 | earther - flat - heliocentric - evolutionism - dumbfuck | 112 | 44_earther_flat_heliocentric_evolutionism | 
| 45 | qoran - sahih - bukhari - surah - muhammed | 109 | 45_qoran_sahih_bukhari_surah | 
| 46 | nightmares - demoned - haunted - woken - horrifyingly | 108 | 46_nightmares_demoned_haunted_woken | 
| 47 | pcr - tests - infectious - oligonucleotides - diagnostic | 106 | 47_pcr_tests_infectious_oligonucleotides | 
| 48 | vids - woah - reupload - recuerda - wesblazemuzik | 103 | 48_vids_woah_reupload_recuerda | 
| 49 | permabanning - unbanned - hhahhaha - lurkers - admin | 102 | 49_permabanning_unbanned_hhahhaha_lurkers | 
| 50 | libsontiktok - lgbt - phlschools - jeffcoschoolsco - graders | 102 | 50_libsontiktok_lgbt_phlschools_jeffcoschoolsco | 
| 51 | shootings - allen - mugshot - texas - stabbed | 100 | 51_shootings_allen_mugshot_texas | 
| 52 | ballots - recount - smartmatic - usps - newsmax | 100 | 52_ballots_recount_smartmatic_usps | 
| 53 | dumbells - deadlifts - workout - 100kg - swole | 100 | 53_dumbells_deadlifts_workout_100kg | 
| 54 | stablecoins - fednow - decentralised - opencbdc - cash | 98 | 54_stablecoins_fednow_decentralised_opencbdc | 
| 55 | vaccinated - nanoparticles - peroxidase - magnetized - rgo | 97 | 55_vaccinated_nanoparticles_peroxidase_magnetized | 
| 56 | marijuana - cannabinoids - hempflowers - stoned - smokes | 96 | 56_marijuana_cannabinoids_hempflowers_stoned | 
| 57 | faith - blessed - preserverance - suffering - apprehensions | 95 | 57_faith_blessed_preserverance_suffering | 
| 58 | bitch - whore - gasps - looney - boobs | 94 | 58_bitch_whore_gasps_looney | 
| 59 | openvaers - pfizer - fatalities - injections - yellowcard | 93 | 59_openvaers_pfizer_fatalities_injections | 
| 60 | orthodoxy - denominational - protestantism - baptists - jehovas | 92 | 60_orthodoxy_denominational_protestantism_baptists | 
| 61 | nephilim - elohim - septuagint - descendants - gigantes | 92 | 61_nephilim_elohim_septuagint_descendants | 
| 62 | feminism - patriarchy - sexes - demasculinizes - feminine | 91 | 62_feminism_patriarchy_sexes_demasculinizes | 
| 63 | channel - reuploaded - shitstorm - posts - subscribers | 90 | 63_channel_reuploaded_shitstorm_posts | 
| 64 | ww3 - america - pacifist - superpower - anthem | 90 | 64_ww3_america_pacifist_superpower | 
| 65 | biden - groping - hahhah - sworn - jill | 90 | 65_biden_groping_hahhah_sworn | 
| 66 | 1000mph - moons - telescope - flying - jupiter | 88 | 66_1000mph_moons_telescope_flying | 
| 67 | psychedelics - dimethyltryptamine - lsd - hallucinogen - hallucinations | 87 | 67_psychedelics_dimethyltryptamine_lsd_hallucinogen | 
| 68 | convicted - prosecutors - mistrial - antifa - kenosha | 87 | 68_convicted_prosecutors_mistrial_antifa | 
| 69 | jesuits - illuminati - papacy - jacobins - monarchies | 85 | 69_jesuits_illuminati_papacy_jacobins | 
| 70 | flouride - hydrofluorosilicic - arsenic - biphenol - toxic | 84 | 70_flouride_hydrofluorosilicic_arsenic_biphenol | 
| 71 | policemen - deputies - enforce - resigns - minnesota | 83 | 71_policemen_deputies_enforce_resigns | 
| 72 | prepping - shelter - flashlights - tarps - hunkered | 81 | 72_prepping_shelter_flashlights_tarps | 
| 73 | pilots - plane - crashed - boeing - airshow | 80 | 73_pilots_plane_crashed_boeing | 
| 74 | mark - revelations - barcode - tattooed - microchips | 80 | 74_mark_revelations_barcode_tattooed | 
| 75 | psalm - selah - nkjv - blessed - 91 | 79 | 75_psalm_selah_nkjv_blessed | 
| 76 | kanye - kushner - tmz - masterminded - eeeeveryone | 78 | 76_kanye_kushner_tmz_masterminded | 
| 77 | mouthwash - borax - flouridated - cavities - brush | 77 | 77_mouthwash_borax_flouridated_cavities | 
| 78 | commandments - hebrews - leviticus - salvation - yehoshua | 77 | 78_commandments_hebrews_leviticus_salvation | 
| 79 | serpent - seraphs - genesis - ezekiel - nemesis | 77 | 79_serpent_seraphs_genesis_ezekiel | 
| 80 | symbology - baphomet - crosses - spiral - mascot | 76 | 80_symbology_baphomet_crosses_spiral | 
| 81 | whiteness - niggerish - supremacists - races - stereotypes | 76 | 81_whiteness_niggerish_supremacists_races | 
| 82 | affirmations - frustrated - dammit - misery - desperately | 75 | 82_affirmations_frustrated_dammit_misery | 
| 83 | vaccinations - mandatory - passport - ghebreyesus - austria | 74 | 83_vaccinations_mandatory_passport_ghebreyesus | 
| 84 | ephesians - kjv - timothy - fornication - righteousness | 74 | 84_ephesians_kjv_timothy_fornication | 
| 85 | eggs - eggnog - tortillas - pancakes - noodle | 73 | 85_eggs_eggnog_tortillas_pancakes | 
| 86 | alarmists - thunberg - climatology - decarbonize - froze | 72 | 86_alarmists_thunberg_climatology_decarbonize | 
| 87 | prayers - idolatry - mary - catho - eucharist | 72 | 87_prayers_idolatry_mary_catho | 
| 88 | guns - militia - disarmed - holstered - bodyguards | 72 | 88_guns_militia_disarmed_holstered | 
| 89 | ebook - pdfs - downloaded - audiobooks - mp3 | 71 | 89_ebook_pdfs_downloaded_audiobooks | 
| 90 | curvature - geoid - spherical - ellipsoid - globe | 70 | 90_curvature_geoid_spherical_ellipsoid | 
| 91 | oooops - links - simpsons - screenshot - mayhem | 69 | 91_oooops_links_simpsons_screenshot | 
| 92 | collapse - towers - demolition - wtc - __911 | 69 | 92_collapse_towers_demolition_wtc | 
| 93 | candyman - hellbound - trailer - scorpio - 2023 | 68 | 93_candyman_hellbound_trailer_scorpio | 
| 94 | catholics - churchy - parochial - presbyterian - nondenominational | 68 | 94_catholics_churchy_parochial_presbyterian | 
| 95 | tweets - instabanning - yiannopoulos - meghan - daddyzaslav | 68 | 95_tweets_instabanning_yiannopoulos_meghan | 
| 96 | mistrial - verdicts - judicially - televised - mugshots | 68 | 96_mistrial_verdicts_judicially_televised | 
| 97 | women - preaching - 1timothy - matriarchal - adventist | 68 | 97_women_preaching_1timothy_matriarchal | 
| 98 | truckersforfreedom - ottawa - trudeau - towing - buses | 67 | 98_truckersforfreedom_ottawa_trudeau_towing | 
| 99 | mask - remasked - masquerades - wearer - memetic | 67 | 99_mask_remasked_masquerades_wearer | 
| 100 | theologian - unsaved - blasphemer - damning - baptizing | 66 | 100_theologian_unsaved_blasphemer_damning | 
| 101 | telegram - encrypted - chatbackup - proxys - digitalresistance | 66 | 101_telegram_encrypted_chatbackup_proxys | 
| 102 | mrna - vaxin - transfection - adenovirus - autoinmune | 66 | 102_mrna_vaxin_transfection_adenovirus | 
| 103 | titanfall - tarkov - escapism - gamestore - multiplayer | 66 | 103_titanfall_tarkov_escapism_gamestore | 
| 104 | blacks - whites - murders - nigger - racisms | 63 | 104_blacks_whites_murders_nigger | 
| 105 | europa_the_last_battle - episode - subtitrare - afrikakorps - derniere | 62 | 105_europa_the_last_battle_episode_subtitrare_afrikakorps | 
| 106 | australians - canberra - policias - протестующих - freedom | 62 | 106_australians_canberra_policias_протестующих | 
| 107 | amillennialism - millennium - revelation - satan - prophesying | 62 | 107_amillennialism_millennium_revelation_satan | 
| 108 | nukes - chernobyl - plutonium - irradiated - hiroshima | 61 | 108_nukes_chernobyl_plutonium_irradiated | 
| 109 | predestination - salvation - sinfulness - whomsoever - chose | 61 | 109_predestination_salvation_sinfulness_whomsoever | 
| 110 | gifs - ooohh - thumbs - froggy - laugh | 61 | 110_gifs_ooohh_thumbs_froggy | 
| 111 | scooter - 45mpg - honda - mileage - diesel | 60 | 111_scooter_45mpg_honda_mileage | 
| 112 | chad_mossholder_mick_gordon_olivia_s_doom_chad_mossholder_remix - nsattacke - remix - techno - microtonal_mud_slide_in_the_usa | 60 | 112_chad_mossholder_mick_gordon_olivia_s_doom_chad_mossholder_remix_nsattacke_remix_techno | 
| 113 | manure - meat - cannibalisms - worms - bigmac | 59 | 113_manure_meat_cannibalisms_worms | 
| 114 | musk - billionaire - edison - ilusionismo - xavier | 59 | 114_musk_billionaire_edison_ilusionismo | 
| 115 | ketosis - zerocarb - fasted - kcals - fructose | 59 | 115_ketosis_zerocarb_fasted_kcals | 
| 116 | antichrist - trump - kushner - nebuchadnezzar - ushering | 58 | 116_antichrist_trump_kushner_nebuchadnezzar | 
| 117 | covingtons - novel - fantastically - mcgee - gory | 58 | 117_covingtons_novel_fantastically_mcgee | 
| 118 | scripture - reading - deuteronomy - chapters - memorize | 58 | 118_scripture_reading_deuteronomy_chapters | 
| 119 | genesis - noah - methuselah - leviticus - nakedness | 56 | 119_genesis_noah_methuselah_leviticus | 
| 120 | trumptards - antivaxxer - hydroxychloroquine - thanked - goldman | 55 | 120_trumptards_antivaxxer_hydroxychloroquine_thanked | 
| 121 | tyranny - liberties - gubment - nnnnope - rallied | 55 | 121_tyranny_liberties_gubment_nnnnope | 
| 122 | redpilled - normie - sionismo - direita - despertando | 55 | 122_redpilled_normie_sionismo_direita | 
| 123 | downloadthe - reupload - vlc - soundcloud - 1337x | 55 | 123_downloadthe_reupload_vlc_soundcloud | 
| 124 | trinitarianism - godhead - contradictions - three - verses | 54 | 124_trinitarianism_godhead_contradictions_three | 
| 125 | wildfires - louisiana - evacuated - ignited - kissimmee | 54 | 125_wildfires_louisiana_evacuated_ignited | 
| 126 | supervolcano - eruptions - kilauea - vulkanausbruch - quake | 54 | 126_supervolcano_eruptions_kilauea_vulkanausbruch | 
| 127 | dlive - balrog - goyimtv - telgram - feddie | 54 | 127_dlive_balrog_goyimtv_telgram | 
| 128 | facebook - unfriend - insta - doxxing - naahhh | 53 | 128_facebook_unfriend_insta_doxxing | 
| 129 | profile - username - anonymous - avatar - hidden | 53 | 129_profile_username_anonymous_avatar | 
| 130 | sabbath - commandments - hebrews - passover - adventists | 53 | 130_sabbath_commandments_hebrews_passover | 
| 131 | leftists - cuckservative - fascist - radicalize - maddow | 52 | 131_leftists_cuckservative_fascist_radicalize | 
| 132 | pretribulational - rapture - antichrists - maranatha - epistles | 52 | 132_pretribulational_rapture_antichrists_maranatha | 
| 133 | witchcraft - tarot - necronomicon - pentagrams - crowleys | 51 | 133_witchcraft_tarot_necronomicon_pentagrams | 
| 134 | chat - inactive - rejoin - kicked - days | 51 | 134_chat_inactive_rejoin_kicked | 
| 135 | homeschooled - curriculum - teachers - lifepac - preschool | 51 | 135_homeschooled_curriculum_teachers_lifepac | 
| 136 | wef_the_known_traveller_digital_identity_concept - fingerprint - identities - uidai - citizenship | 50 | 136_wef_the_known_traveller_digital_identity_concept_fingerprint_identities_uidai | 
| 137 | insomniac - woken - paranoia - traumatising - hahaha | 49 | 137_insomniac_woken_paranoia_traumatising | 
| 138 | duckduckgo - ghostvpn - browsers - privacy - torchsearch | 49 | 138_duckduckgo_ghostvpn_browsers_privacy | 
| 139 | omicron - covax - variants - delta - vaccinated | 49 | 139_omicron_covax_variants_delta | 
| 140 | portlandpolice - antifa - firebomb - looters - atlanta | 48 | 140_portlandpolice_antifa_firebomb_looters | 
| 141 | hollydays - yule - krampus - worshiping - pagan | 48 | 141_hollydays_yule_krampus_worshiping | 
| 142 | abortionists - womb - forceps - molochians - dismembered | 48 | 142_abortionists_womb_forceps_molochians | 
| 143 | dioxin - ohio - hazardous - pvc - derailed | 48 | 143_dioxin_ohio_hazardous_pvc | 
| 144 | luciferianism - illuminati - blavatsky - propheticalert - ascended | 48 | 144_luciferianism_illuminati_blavatsky_propheticalert | 
| 145 | blessed - howdy - merry - xmas - sunday | 48 | 145_blessed_howdy_merry_xmas | 
| 146 | documentaries - youtube - hbo - wwg - uprising | 47 | 146_documentaries_youtube_hbo_wwg | 
| 147 | trumpo - zionists - kushner - netanyahu - melania | 47 | 147_trumpo_zionists_kushner_netanyahu | 
| 148 | whysosober - alcoholics - whiskey - intoxicated - hangovers | 47 | 148_whysosober_alcoholics_whiskey_intoxicated | 
| 149 | archived - paulson - linked - redpill - originally | 46 | 149_archived_paulson_linked_redpill | 
| 150 | vmware - ubuntu - xp - booting - laptop | 45 | 150_vmware_ubuntu_xp_booting | 
| 151 | faucci - coronaviruses - darpa - laboratorio - collaborated | 45 | 151_faucci_coronaviruses_darpa_laboratorio | 
| 152 | grifter - genius - pissed - cartoonist - william | 45 | 152_grifter_genius_pissed_cartoonist | 
| 153 | prayers - blessed - please - godpill - gangstalking | 45 | 153_prayers_blessed_please_godpill | 
| 154 | ezekiel - prophets - sanctify - defiled - thou | 44 | 154_ezekiel_prophets_sanctify_defiled | 
| 155 | biblically - transubstantiation - infallible - persecuted - contradictions | 44 | 155_biblically_transubstantiation_infallible_persecuted | 
| 156 | openai - ethical - biases - guidelines - objective | 44 | 156_openai_ethical_biases_guidelines | 
| 157 | promobot - chats - fuckin - removed - mvgv | 43 | 157_promobot_chats_fuckin_removed | 
| 158 | reality - holographic - electrons - nothingness - telekinesis | 43 | 158_reality_holographic_electrons_nothingness | 
| 159 | calvinists - arminianism - tulip - sin - determinism | 43 | 159_calvinists_arminianism_tulip_sin | 
| 160 | mosquitoes - wolbachia - released - genomes - oxitec | 42 | 160_mosquitoes_wolbachia_released_genomes | 
| 161 | gayness - sooooooo - fake - idolizing - televised | 42 | 161_gayness_sooooooo_fake_idolizing | 
| 162 | evangelicals - blasphemous - pharisee - atheist - hindu | 42 | 162_evangelicals_blasphemous_pharisee_atheist | 
| 163 | propagandized - ignorant - tortured - bwahahaha - narcissistic | 42 | 163_propagandized_ignorant_tortured_bwahahaha | 
| 164 | putin - fascist - invading - lithuania - spiegel | 42 | 164_putin_fascist_invading_lithuania | 
| 165 | satanic - slipknot - crowley - drummer - discography | 41 | 165_satanic_slipknot_crowley_drummer | 
| 166 | pork - butchers - pasture - goats - farmitarian | 41 | 166_pork_butchers_pasture_goats | 
| 167 | 1enoch - apocrypha - scripture - canonicity - ethiopian | 41 | 167_1enoch_apocrypha_scripture_canonicity | 
| 168 | oxycodone - narcotics - overdosing - junkies - fentanyal | 41 | 168_oxycodone_narcotics_overdosing_junkies | 
| 169 | venezuela - chavista - bogota - catatumbo - criminosos | 41 | 169_venezuela_chavista_bogota_catatumbo | 
| 170 | repentance - salvation - sinner - sanctified - merciful | 41 | 170_repentance_salvation_sinner_sanctified | 
| 171 | extraterrestrials - declassified - demonic - documentaries - skywatchtv | 40 | 171_extraterrestrials_declassified_demonic_documentaries | 
| 172 | brasilien - dilma - presidente - paulo - paraguay | 40 | 172_brasilien_dilma_presidente_paulo | 
| 173 | athletes - footballer - pericarditis - collapsed - oilers | 39 | 173_athletes_footballer_pericarditis_collapsed | 
| 174 | lucifer - samael - yaweh - archangel - demiurge | 39 | 174_lucifer_samael_yaweh_archangel | 
| 175 | smartphone - pinephone - huawei - rooted - degoogled | 39 | 175_smartphone_pinephone_huawei_rooted | 
| 176 | taipeh - mainland - fujian - pelosi - warplanes | 38 | 176_taipeh_mainland_fujian_pelosi | 
| 177 | musk - blackrock - billionaire - shareholder - retweeting | 38 | 177_musk_blackrock_billionaire_shareholder | 
| 178 | coinbase - shitcoin - cashapp - wallets - investing | 38 | 178_coinbase_shitcoin_cashapp_wallets | 
| 179 | doug - mablog - evangelicalism - episode - nicodemus | 38 | 179_doug_mablog_evangelicalism_episode | 
| 180 | overturned - abortions - scotus - obergefell - veto | 37 | 180_overturned_abortions_scotus_obergefell | 
| 181 | meatpacking - rationed - shortages - vilsack - crops | 37 | 181_meatpacking_rationed_shortages_vilsack | 
| 182 | shes - womanizer - divorced - maturity - overreacting | 37 | 182_shes_womanizer_divorced_maturity | 
| 183 | monkeypox - outbreaks - gay - rashes - ghebreyesus | 36 | 183_monkeypox_outbreaks_gay_rashes | 
| 184 | calsibot - joinlimit - chatname - removewelcome - permissions | 36 | 184_calsibot_joinlimit_chatname_removewelcome | 
| 185 | ireland - mcgregor - racists - aftonbladet - asylum | 35 | 185_ireland_mcgregor_racists_aftonbladet | 
| 186 | smells - unvaxxed - influenza - poisoned - symptoms | 35 | 186_smells_unvaxxed_influenza_poisoned | 
| 187 | illumunati - seclorum - atlantis - founded - symbolism | 35 | 187_illumunati_seclorum_atlantis_founded | 
| 188 | overpopulation - worldwide - david - attenborough - billion | 35 | 188_overpopulation_worldwide_david_attenborough | 
| 189 | dinosaurs - paleontologists - leviathan - dragon - skeletons | 34 | 189_dinosaurs_paleontologists_leviathan_dragon | 
| 190 | biblegateway - commandment - getnlt - examples - 1co13 | 34 | 190_biblegateway_commandment_getnlt_examples | 
| 191 | genesis - lamech - noah - comenzaron - cielo | 34 | 191_genesis_lamech_noah_comenzaron | 
| 192 | chemtrails - sprayings - nanodust - aluminum - arsenic | 34 | 192_chemtrails_sprayings_nanodust_aluminum | 
| 193 | cyberattack - ransomware - ddos - killnet - ukrtelecom | 33 | 193_cyberattack_ransomware_ddos_killnet | 
| 194 | killers - programmed - dahmer - satanic - interrogator | 33 | 194_killers_programmed_dahmer_satanic | 
| 195 | daycare - abused - mother - becuz - perpetrators | 32 | 195_daycare_abused_mother_becuz | 
| 196 | satan - heaven - messianic - rebelled - outsmart | 32 | 196_satan_heaven_messianic_rebelled | 
| 197 | fuels - renewable - turbines - landfill - freakin | 32 | 197_fuels_renewable_turbines_landfill | 
| 198 | deliverance - exorcising - ministries - baptised - godsbattleax | 32 | 198_deliverance_exorcising_ministries_baptised | 
| 199 | zuckerberg - censorship - whistleblower - fbi - websites | 32 | 199_zuckerberg_censorship_whistleblower_fbi | 
| 200 | lockdown - china - zhengzhou - weibo - pudong | 32 | 200_lockdown_china_zhengzhou_weibo | 
| 201 | disney - wonderland - molesting - lgbtqia - whoopi | 32 | 201_disney_wonderland_molesting_lgbtqia | 
| 202 | clavicles - torso - femur - skeleton - female | 32 | 202_clavicles_torso_femur_skeleton | 
| 203 | appstore - whatsapp - uninstall - censored - downloading | 31 | 203_appstore_whatsapp_uninstall_censored | 
| 204 | nephilim - clowns - rakshasa - gorgonesque - coulrophobia | 31 | 204_nephilim_clowns_rakshasa_gorgonesque | 
| 205 | nofap - temptations - fornication - pornographers - immorality | 30 | 205_nofap_temptations_fornication_pornographers | 
| 206 | mortgages - rents - fha - unaffordable - redfin | 30 | 206_mortgages_rents_fha_unaffordable | 
| 207 | voting - democrat - indoctrinated - shits - weve | 30 | 207_voting_democrat_indoctrinated_shits | 
| 208 | fake - ragebait - weimerica - researched - manifesto | 30 | 208_fake_ragebait_weimerica_researched | 
| 209 | antarctica - hyperborea - poles - north - geomagnetic | 30 | 209_antarctica_hyperborea_poles_north | 
| 210 | revisionist - falsehoods - timelines - discovered - erasing | 30 | 210_revisionist_falsehoods_timelines_discovered | 
| 211 | exploded - carbomb - rv - footage - thermobaric | 29 | 211_exploded_carbomb_rv_footage | 
| 212 | homebirths - parto - birthed - epidural - naturali | 29 | 212_homebirths_parto_birthed_epidural | 
| 213 | gayness - chris - unmanly - soyboy - dumb | 29 | 213_gayness_chris_unmanly_soyboy | 
| 214 | fucking - punching - shoves - poked - slap | 29 | 214_fucking_punching_shoves_poked | 
| 215 | ecclesiastes - wise - sheol - eternity - futility | 29 | 215_ecclesiastes_wise_sheol_eternity | 
| 216 | halal - isralites - fornication - prohibitions - carcasses | 28 | 216_halal_isralites_fornication_prohibitions | 
| 217 | tattooed - piercings - religiously - temptation - goth | 28 | 217_tattooed_piercings_religiously_temptation | 
| 218 | ionosphare - harrp - radiowellen - forschungskampagne - frequenz | 28 | 218_ionosphare_harrp_radiowellen_forschungskampagne | 
| 219 | secession - republicans - militias - louisianians - midterms | 28 | 219_secession_republicans_militias_louisianians | 
| 220 | covidvaccinevictims - astrazeneca - injection - troponin - fainting | 28 | 220_covidvaccinevictims_astrazeneca_injection_troponin | 
| 221 | grunge - listened - lyrics - dudes - sucked | 28 | 221_grunge_listened_lyrics_dudes | 
| 222 | enlistments - soldier - asvab - diploma - shortfalls | 28 | 222_enlistments_soldier_asvab_diploma | 
| 223 | monologue - mentally - vocalized - hearing - mouths | 27 | 223_monologue_mentally_vocalized_hearing | 
| 224 | homosexuals - transexualism - pedophwlia - promiscuity - bigots | 27 | 224_homosexuals_transexualism_pedophwlia_promiscuity | 
| 225 | schrodingers - collider - particles - supernatural - entangled | 27 | 225_schrodingers_collider_particles_supernatural | 
| 226 | vegans - carnivore - herbivores - fats - nutrient | 27 | 226_vegans_carnivore_herbivores_fats | 
| 227 | stickers - adding - gif - deleted - bunny | 27 | 227_stickers_adding_gif_deleted | 
| 228 | titanic - shipwreck - lusitania - kriegsmarine - submersible | 27 | 228_titanic_shipwreck_lusitania_kriegsmarine | 
| 229 | afghanis - troops - amerikkka - looted - opium | 27 | 229_afghanis_troops_amerikkka_looted | 
| 230 | evil - morals - relentlessly - creatures - deeper | 27 | 230_evil_morals_relentlessly_creatures | 
| 231 | aliens - holograms - telepathic - bluebeam - jaydreamerz | 26 | 231_aliens_holograms_telepathic_bluebeam | 
| 232 | pandemic - freaking - hoax - libshits - leftists | 26 | 232_pandemic_freaking_hoax_libshits | 
| 233 | israelies - pfizer - vacuna - holocausto - zohar | 26 | 233_israelies_pfizer_vacuna_holocausto | 
| 234 | truths - skepticism - lies - disinformation - deceived | 26 | 234_truths_skepticism_lies_disinformation | 
| 235 | luciferianism - awaken - darkness - __mindgame - allmighty | 26 | 235_luciferianism_awaken_darkness___mindgame | 
| 236 | pantheism - satanism - shaman - ascension - yogi | 26 | 236_pantheism_satanism_shaman_ascension | 
| 237 | wikileaks - leaked - clinton - hacked - emails | 26 | 237_wikileaks_leaked_clinton_hacked | 
| 238 | masks - influenza - exhaled - biohazardous - ineffective | 26 | 238_masks_influenza_exhaled_biohazardous | 
| 239 | bitcoin - trillion - hash - transactions - value | 26 | 239_bitcoin_trillion_hash_transactions | 
| 240 | antisemtic - adl - slandering - syndicates - lyndon | 26 | 240_antisemtic_adl_slandering_syndicates | 
| 241 | attaque - paris - jihadist - knifeman - anonymecitoyen | 26 | 241_attaque_paris_jihadist_knifeman | 
| 242 | blackpilled - pilled - depressing - warned - calms | 26 | 242_blackpilled_pilled_depressing_warned | 
| 243 | silver - hodl - valued - dollar - shorted | 26 | 243_silver_hodl_valued_dollar | 
| 244 | circumcisions - mutilated - peepee - unhygenic - israelite | 25 | 244_circumcisions_mutilated_peepee_unhygenic | 
| 245 | neckline - skirt - pants - boobs - modest | 25 | 245_neckline_skirt_pants_boobs | 
| 246 | deleted - replying - spammed - bots - temporarily | 25 | 246_deleted_replying_spammed_bots | 
| 247 | fires - cargill - farms - destroyed - turkeys | 25 | 247_fires_cargill_farms_destroyed | 
| 248 | columbine - shootings - newtown - survivors - staged | 25 | 248_columbine_shootings_newtown_survivors | 
| 249 | safeblood - unvaccinated - transfusions - antibodies - contaminated | 25 | 249_safeblood_unvaccinated_transfusions_antibodies | 
| 250 | asvab - battalions - bootcamp - volunteered - shitshow | 25 | 250_asvab_battalions_bootcamp_volunteered | 
| 251 | pedphilia - sentenced - felonies - kayleigh - harlow | 25 | 251_pedphilia_sentenced_felonies_kayleigh | 
| 252 | vaccination - pfizer - shots - young - guardians | 25 | 252_vaccination_pfizer_shots_young | 
| 253 | tesla - gasoline - parked - driving - renewable | 25 | 253_tesla_gasoline_parked_driving | 
| 254 | megaliths - goliaths - nuraghi - nephilim - mummies | 25 | 254_megaliths_goliaths_nuraghi_nephilim | 
| 255 | lockdowns - lmfao - totalitarian - enforce - colombia | 24 | 255_lockdowns_lmfao_totalitarian_enforce | 
| 256 | ufo - mothership - sightings - astrobiologists - declassified | 24 | 256_ufo_mothership_sightings_astrobiologists | 
| 257 | detoxes - chelate - aluminum - carcinogenic - oxygen | 24 | 257_detoxes_chelate_aluminum_carcinogenic | 
| 258 | vaxed - pilots - qantas - canceled - mandatory | 24 | 258_vaxed_pilots_qantas_canceled | 
| 259 | jfkjr - alive - diana - assassination - faked | 24 | 259_jfkjr_alive_diana_assassination | 
| 260 | israelies - antisemitism - allies - subverting - wtf | 24 | 260_israelies_antisemitism_allies_subverting | 
| 261 | boomers - xennials - sociopaths - stupidity - birthdate | 24 | 261_boomers_xennials_sociopaths_stupidity | 
| 262 | ivecmectin - remdesivir - cures - hcq - azithromycin | 24 | 262_ivecmectin_remdesivir_cures_hcq | 
| 263 | falsehoods - deceived - fool - tromper - redpilled | 24 | 263_falsehoods_deceived_fool_tromper | 
| 264 | fedposting - idk - informants - mossad - paranoid | 24 | 264_fedposting_idk_informants_mossad | 
| 265 | glossolalia - pentecostal - speaks - evangelizing - prays | 23 | 265_glossolalia_pentecostal_speaks_evangelizing | 
| 266 | scientism - hollahoax - geniuses - fallacy - disillusioned | 23 | 266_scientism_hollahoax_geniuses_fallacy | 
| 267 | caffine - starbucks - fatigued - drank - quitting | 23 | 267_caffine_starbucks_fatigued_drank | 
| 268 | youtube - wathc - getvideoid - autoredirect - pewdiepie | 23 | 268_youtube_wathc_getvideoid_autoredirect | 
| 269 | pedos - telegram - blacklisted - spammers - ooga | 23 | 269_pedos_telegram_blacklisted_spammers | 
| 270 | miscegenation - multiculturalism - races - bloodline - legitimate | 23 | 270_miscegenation_multiculturalism_races_bloodline | 
| 271 | canadians - quebec - alberta - lmao - homofags | 23 | 271_canadians_quebec_alberta_lmao | 
| 272 | mkultra - brainwashing - tortured - targeted - phoenix | 23 | 272_mkultra_brainwashing_tortured_targeted | 
| 273 | vaxed - pfizer - strokes - myocarditis - anaphylactic | 23 | 273_vaxed_pfizer_strokes_myocarditis | 
| 274 | weathermodification - rainmaking - weaponizing - cyclon - artificially | 23 | 274_weathermodification_rainmaking_weaponizing_cyclon | 
| 275 | evolutionarily - evolutionist - darwins - creationism - sexes | 22 | 275_evolutionarily_evolutionist_darwins_creationism | 
| 276 | autistic - retarded - waaaayy - asd - percieved | 22 | 276_autistic_retarded_waaaayy_asd | 
| 277 | breastmilk - infants - whey - lactose - kefir | 22 | 277_breastmilk_infants_whey_lactose | 
| 278 | demons - exorcism - ghosts - spiritism - freaky | 22 | 278_demons_exorcism_ghosts_spiritism | 
| 279 | citizenship - statutory - affadavit - birthed - illegitimate | 22 | 279_citizenship_statutory_affadavit_birthed | 
| 280 | heartbreaking - goodbye - sympathies - prayers - husband | 22 | 280_heartbreaking_goodbye_sympathies_prayers | 
| 281 | telegram - bots - pasted - uninstalled - spiders | 22 | 281_telegram_bots_pasted_uninstalled | 
| 282 | bolshevism - trotsky - jewry - talmudists - maccabean | 22 | 282_bolshevism_trotsky_jewry_talmudists | 
| 283 | aliens - exist - universe - demonic - atheism | 22 | 283_aliens_exist_universe_demonic | 
| 284 | marla - episodes - assassinate - minute - fbi | 22 | 284_marla_episodes_assassinate_minute | 
| 285 | rates - highest - inflation - surged - federal | 22 | 285_rates_highest_inflation_surged | 
| 286 | sick - symptoms - sinuses - headache - runny | 22 | 286_sick_symptoms_sinuses_headache | 
| 287 | retrocausality - mandella - teleportation - altering - ripples | 21 | 287_retrocausality_mandella_teleportation_altering | 
| 288 | refueling - boeing - gallons - kerosene - airfield | 21 | 288_refueling_boeing_gallons_kerosene | 
| 289 | neuralink - bionic - implanted - electrodes - paralysed | 21 | 289_neuralink_bionic_implanted_electrodes | 
| 290 | globalists - jone - ali - shill - mossad | 21 | 290_globalists_jone_ali_shill | 
| 291 | archiviokubrick - odyssey - hidden - documentaries - shining | 21 | 291_archiviokubrick_odyssey_hidden_documentaries | 
| 292 | megadrought - famines - irrigation - dried - breadbasket | 21 | 292_megadrought_famines_irrigation_dried | 
| 293 | pneumonia - sick - symptoms - corona - pushups | 21 | 293_pneumonia_sick_symptoms_corona | 
| 294 | monarchy - despotism - montesquieu - throne - rulers | 21 | 294_monarchy_despotism_montesquieu_throne | 
| 295 | machinery - machinist - lathes - mills - welders | 21 | 295_machinery_machinist_lathes_mills | 
| 296 | brainwashing - psywar - psychoanalysts - chomsky - cryptocracy | 21 | 296_brainwashing_psywar_psychoanalysts_chomsky | 
| 297 | weaponize - conspiracy - fedposting - username - mw | 20 | 297_weaponize_conspiracy_fedposting_username | 
| 298 | pfizer - vaccini - bioterrorism - disinformazione - mrna | 20 | 298_pfizer_vaccini_bioterrorism_disinformazione | 
| 299 | looks - face - dude - identical - kikey | 20 | 299_looks_face_dude_identical | 
| 300 | slaves - jews - merchants - africana - jonathan | 20 | 300_slaves_jews_merchants_africana | 
| 301 | yoga - kundalini - stretching - yoking - praying | 20 | 301_yoga_kundalini_stretching_yoking | 
| 302 | thanks - haha - didnt - sorry - remember | 20 | 302_thanks_haha_didnt_sorry | 
| 303 | apostolic - miracles - pentecostal - scriptures - continuationism | 20 | 303_apostolic_miracles_pentecostal_scriptures | 
| 304 | dissident - controlled - trumper - knew - dumbass | 20 | 304_dissident_controlled_trumper_knew | 
| 305 | schizophrenics - hallucinations - demonic - psychotherapist - shamanism | 20 | 305_schizophrenics_hallucinations_demonic_psychotherapist | 
| 306 | sinaloa - sicarios - cartel - arrests - smugglers | 20 | 306_sinaloa_sicarios_cartel_arrests | 
| 307 | cnn - reporters - politicized - gallup - supressing | 20 | 307_cnn_reporters_politicized_gallup | 
| 308 | apostles - zechariah - judas - galilee - bartholomew | 20 | 308_apostles_zechariah_judas_galilee | 
| 309 | polititians - blackpilling - corrupted - enact - peasants | 20 | 309_polititians_blackpilling_corrupted_enact | 
| 310 | ukraine - bioweapons - laboratories - zakharova - pentagon | 20 | 310_ukraine_bioweapons_laboratories_zakharova | 
| 311 | covid - superspreader - thetruthjungle - glaxosmithkline - vltv | 20 | 311_covid_superspreader_thetruthjungle_glaxosmithkline |
  
</details>

## 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
