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

# MARTINI_enrich_BERTopic_CaptKylePatriots

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_CaptKylePatriots")

topic_model.get_topic_info()
```

## Topic overview

* Number of topics: 284
* Number of training documents: 54471

<details>
  <summary>Click here for an overview of all topics.</summary>
  
  | Topic ID | Topic Keywords | Topic Frequency | Label | 
|----------|----------------|-----------------|-------| 
| -1 | potus - corruption - covid - 2020 - awakening | 20 | -1_potus_corruption_covid_2020 | 
| 0 | potus - dropping - blackmail - hunted - bombs | 35949 | 0_potus_dropping_blackmail_hunted | 
| 1 | musk - tweeted - follow - solana - jerryrigeverything | 413 | 1_musk_tweeted_follow_solana | 
| 2 | epstein - rothschild - mossad - conspirators - billionaire | 342 | 2_epstein_rothschild_mossad_conspirators | 
| 3 | captkyle - blessings - thanks - congratulations - grateful | 269 | 3_captkyle_blessings_thanks_congratulations | 
| 4 | russiagate - comey - dossier - indictments - dolan | 250 | 4_russiagate_comey_dossier_indictments | 
| 5 | submarines - severomorsk - kriegsschiffe - torpedo - warheads | 241 | 5_submarines_severomorsk_kriegsschiffe_torpedo | 
| 6 | donald - doj - indictments - prosecutor - courtroom | 232 | 6_donald_doj_indictments_prosecutor | 
| 7 | monarch - royal - buckingham - _crown - kingdoms | 223 | 7_monarch_royal_buckingham__crown | 
| 8 | никогда - всегда - либо - настоящее - ты | 207 | 8_никогда_всегда_либо_настоящее | 
| 9 | maricopa - ballots - recount - auditor - counties | 204 | 9_maricopa_ballots_recount_auditor | 
| 10 | mkultra - jfkjr - кеннеди - lewinsky - robert | 202 | 10_mkultra_jfkjr_кеннеди_lewinsky | 
| 11 | twitter - musk - disinformation - banned - nbcuniversal | 200 | 11_twitter_musk_disinformation_banned | 
| 12 | bolsonaro - бразильские - brasilianische - janeiro - venezuelan | 200 | 12_bolsonaro_бразильские_brasilianische_janeiro | 
| 13 | federalize - constitution - emergencies - directives - 2020 | 200 | 13_federalize_constitution_emergencies_directives | 
| 14 | molvideoplayer - uploaded - iframe - colorized - maddogholland | 187 | 14_molvideoplayer_uploaded_iframe_colorized | 
| 15 | transgenderismus - travestieshow - faggot - padophilie - madchen | 182 | 15_transgenderismus_travestieshow_faggot_padophilie | 
| 16 | obiden - bumbling - pedals - transcript - motorcade | 180 | 16_obiden_bumbling_pedals_transcript | 
| 17 | ufos - mothership - pentagon - faked - pleiadians | 180 | 17_ufos_mothership_pentagon_faked | 
| 18 | illegals - deportations - brownsville - border - tx | 180 | 18_illegals_deportations_brownsville_border | 
| 19 | planes - transponders - nightwatch - blackhawks - 9am | 178 | 19_planes_transponders_nightwatch_blackhawks | 
| 20 | gunman - swat - schießerei - deputies - uvalde | 175 | 20_gunman_swat_schießerei_deputies | 
| 21 | fauci - coronaviruses - virologists - sarsii - biontech | 173 | 21_fauci_coronaviruses_virologists_sarsii | 
| 22 | gaza - hamas - airstrikes - netanyahu - ashkelon | 165 | 22_gaza_hamas_airstrikes_netanyahu | 
| 23 | cyberattacks - ddos - ransomeware - killnet - malicious | 164 | 23_cyberattacks_ddos_ransomeware_killnet | 
| 24 | pompeo - drops - projectdcomms - coundown - string | 150 | 24_pompeo_drops_projectdcomms_coundown | 
| 25 | trudeau - convoys - trucker - greatawakeningofficial - protesters | 148 | 25_trudeau_convoys_trucker_greatawakeningofficial | 
| 26 | belarus - weißrussland - battalion - smolensk - militarischer | 147 | 26_belarus_weißrussland_battalion_smolensk | 
| 27 | scavino - retweeted - drop - dan - pavarotti | 144 | 27_scavino_retweeted_drop_dan | 
| 28 | sprachen - deutsch - lernen - mehr - wissen | 140 | 28_sprachen_deutsch_lernen_mehr | 
| 29 | taiwan - fujian - warplanes - bejing - wu | 137 | 29_taiwan_fujian_warplanes_bejing | 
| 30 | scammers - fakes - impersonate - doxxer - admin | 135 | 30_scammers_fakes_impersonate_doxxer | 
| 31 | propaganda - newsweak - liars - msm - lmfaoooo | 135 | 31_propaganda_newsweak_liars_msm | 
| 32 | mueller - doj - impeachment - fisa - hannity | 129 | 32_mueller_doj_impeachment_fisa | 
| 33 | mariupol - militants - azovstal - novobakhmutovka - battalions | 128 | 33_mariupol_militants_azovstal_novobakhmutovka | 
| 34 | molestation - hastert - congressman - sodomy - arrests | 126 | 34_molestation_hastert_congressman_sodomy | 
| 35 | afghanistan - kunduz - jalalabad - zawahiri - evacuated | 124 | 35_afghanistan_kunduz_jalalabad_zawahiri | 
| 36 | republicans - congressman - mccarthy - impeachment - voted | 123 | 36_republicans_congressman_mccarthy_impeachment | 
| 37 | squadrons - missiles - submarine - radome - e8 | 119 | 37_squadrons_missiles_submarine_radome | 
| 38 | kapitolsturm - pelosi - insurrectionists - officers - january | 116 | 38_kapitolsturm_pelosi_insurrectionists_officers | 
| 39 | flightaware - planes - boeing - laguardia - runway | 116 | 39_flightaware_planes_boeing_laguardia | 
| 40 | artillerymen - howitzers - paratroopers - uavs - targets | 115 | 40_artillerymen_howitzers_paratroopers_uavs | 
| 41 | spaceforce - nanosatellites - norad - gchq - geosynchronous | 111 | 41_spaceforce_nanosatellites_norad_gchq | 
| 42 | gazprombank - europe - eurobond - sanctions - ruble | 110 | 42_gazprombank_europe_eurobond_sanctions | 
| 43 | explosion - refinery - firefighters - calcasieu - evacuated | 107 | 43_explosion_refinery_firefighters_calcasieu | 
| 44 | derailments - ohio - hazmat - toxic - spilled | 107 | 44_derailments_ohio_hazmat_toxic | 
| 45 | psalms - kjv - obadiah - knoweth - righteousness | 106 | 45_psalms_kjv_obadiah_knoweth | 
| 46 | grassley - drops - string - _v891_0600_yes_green1_0600 - weaknesses | 104 | 46_grassley_drops_string__v891_0600_yes_green1_0600 | 
| 47 | vaccine - pfizer - deaths - janssen - mhra | 103 | 47_vaccine_pfizer_deaths_janssen | 
| 48 | donald - mcmaster - 2023 - iowa - davenport | 102 | 48_donald_mcmaster_2023_iowa | 
| 49 | _ukraine - yanukovych - russians - yugoslavia - davos | 101 | 49__ukraine_yanukovych_russians_yugoslavia | 
| 50 | bioweapons - putin - dnipropetrovsk - pentagon - labs | 101 | 50_bioweapons_putin_dnipropetrovsk_pentagon | 
| 51 | bidenlaptopemails - whistleblower - marco - macbook - 450gb | 100 | 51_bidenlaptopemails_whistleblower_marco_macbook | 
| 52 | brics - bahrain - nigeria - dollarization - uruguay | 99 | 52_brics_bahrain_nigeria_dollarization | 
| 53 | unvaxed - vaxed - vaccinate - vaxx - doctors | 97 | 53_unvaxed_vaxed_vaccinate_vaxx | 
| 54 | starlink - noaasatellites - launched - raumschiffs - startlink | 96 | 54_starlink_noaasatellites_launched_raumschiffs | 
| 55 | capitol - barricaded - bldg - abandoned - beachhouse | 96 | 55_capitol_barricaded_bldg_abandoned | 
| 56 | captkyle - patriots - podcast - australia - 7pm | 94 | 56_captkyle_patriots_podcast_australia | 
| 57 | stellarassets - xlm - tokens - domains - wallet | 92 | 57_stellarassets_xlm_tokens_domains | 
| 58 | nesara - treasury - abolishes - reinstates - platinum | 91 | 58_nesara_treasury_abolishes_reinstates | 
| 59 | constitutions - sovereignty - federalists - 1776 - colonies | 91 | 59_constitutions_sovereignty_federalists_1776 | 
| 60 | chemtrails - ionosphere - hurricane - clouds - nexrad | 90 | 60_chemtrails_ionosphere_hurricane_clouds | 
| 61 | consciousness - ascending - souls - karmic - evolve | 90 | 61_consciousness_ascending_souls_karmic | 
| 62 | yemen - airstrikes - saudis - hodeidah - naval | 88 | 62_yemen_airstrikes_saudis_hodeidah | 
| 63 | pics - xiden - x3 - repost - inserted | 88 | 63_pics_xiden_x3_repost | 
| 64 | qanon - disinformation - sedition - incites - infiltrator | 86 | 64_qanon_disinformation_sedition_incites | 
| 65 | merrychristmas - santas - blessings - tinsel - soldier | 86 | 65_merrychristmas_santas_blessings_tinsel | 
| 66 | france - massendemonstrationen - riots - rentenreform - bataclan | 84 | 66_france_massendemonstrationen_riots_rentenreform | 
| 67 | telegram - shadowbanned - spambots - johnfkellychannel - ewillhelpyou | 84 | 67_telegram_shadowbanned_spambots_johnfkellychannel | 
| 68 | bidens - bribery - laundering - committee - zlochevsky | 84 | 68_bidens_bribery_laundering_committee | 
| 69 | zuckerberg - exposefb - duckduckgo - whistleblow - roskomnadzor | 82 | 69_zuckerberg_exposefb_duckduckgo_whistleblow | 
| 70 | medvedev - путин - президент - дмитрии - bundestagsabgeordnete | 82 | 70_medvedev_путин_президент_дмитрии | 
| 71 | trumpers - pledge - cpac - grandest - courageously | 81 | 71_trumpers_pledge_cpac_grandest | 
| 72 | xrp - ripple - coinmarketcap - blockchain - interledger | 80 | 72_xrp_ripple_coinmarketcap_blockchain | 
| 73 | nordstream - balticconnector - sabotaged - pipeline - bombings | 80 | 73_nordstream_balticconnector_sabotaged_pipeline | 
| 74 | captkylepatriots - podcast - chat - 7pm - kelly | 79 | 74_captkylepatriots_podcast_chat_7pm | 
| 75 | desantis - floridians - gubernatorial - newsom - jacksonville | 79 | 75_desantis_floridians_gubernatorial_newsom | 
| 76 | spratly - warship - liaoning - coastguards - senkaku | 78 | 76_spratly_warship_liaoning_coastguards | 
| 77 | iraq - airstrikes - basrah - terrorists - daraa | 77 | 77_iraq_airstrikes_basrah_terrorists | 
| 78 | lindell - fightback - traitor - impugned - mothafuckin | 75 | 78_lindell_fightback_traitor_impugned | 
| 79 | flynn - dunford - deplorables - q_anon - betrayed | 74 | 79_flynn_dunford_deplorables_q_anon | 
| 80 | 911 - wtc - rumsfeld - demolition - uberraschungsangriff | 73 | 80_911_wtc_rumsfeld_demolition | 
| 81 | buenas - hugs - vamonooooooos - patrioti - presidento | 73 | 81_buenas_hugs_vamonooooooos_patrioti | 
| 82 | natural_healing - vitamins - turmeric - bromelain - deficienciesdr | 72 | 82_natural_healing_vitamins_turmeric_bromelain | 
| 83 | ftx - kryptowahrungsborse - winklevoss - extradited - laundering | 72 | 83_ftx_kryptowahrungsborse_winklevoss_extradited | 
| 84 | aircraft - transponders - patriots - 45am - oclockfridays | 71 | 84_aircraft_transponders_patriots_45am | 
| 85 | raketenartillerie - ukrainische - konstantinovka - artemovsk - врага | 70 | 85_raketenartillerie_ukrainische_konstantinovka_artemovsk | 
| 86 | faith - deliverance - longsuffering - isaiah - rejoice | 70 | 86_faith_deliverance_longsuffering_isaiah | 
| 87 | hydroxychloroquine - fauci - doctors - stromectol - benadryl | 69 | 87_hydroxychloroquine_fauci_doctors_stromectol | 
| 88 | chinesespyballoon - luftschiff - stratotankers - surveilling - hovering | 68 | 88_chinesespyballoon_luftschiff_stratotankers_surveilling | 
| 89 | insurrection - authority - civilian - territories - duties | 67 | 89_insurrection_authority_civilian_territories | 
| 90 | freedom - cinemascore - mkultra - savethechildren - 14million | 66 | 90_freedom_cinemascore_mkultra_savethechildren | 
| 91 | ukraine - militarhilfepaket - verteidigungsbudgets - howitzers - 5bn | 66 | 91_ukraine_militarhilfepaket_verteidigungsbudgets_howitzers | 
| 92 | soup - ingredients - mayonnaise - potatoes - tbsp | 65 | 92_soup_ingredients_mayonnaise_potatoes | 
| 93 | veteranen - honoring - rememberance - patriothillranch - salute | 65 | 93_veteranen_honoring_rememberance_patriothillranch | 
| 94 | magnetism - phi - pentagram - poles - atoms | 64 | 94_magnetism_phi_pentagram_poles | 
| 95 | truthsocial - wtaf - subpoena - ticker - follows | 63 | 95_truthsocial_wtaf_subpoena_ticker | 
| 96 | goodmorning - blessings - fosters - friyayyyyyyy - dog | 63 | 96_goodmorning_blessings_fosters_friyayyyyyyy | 
| 97 | waffenrechte - gunmaker - gavinnewsom - sheriffs - bans | 63 | 97_waffenrechte_gunmaker_gavinnewsom_sheriffs | 
| 98 | benzinpreise - petroleum - gallon - unleaded - californians | 63 | 98_benzinpreise_petroleum_gallon_unleaded | 
| 99 | nsw - queensland - lockdown - melburnians - bushfires | 63 | 99_nsw_queensland_lockdown_melburnians | 
| 100 | marines - zebra_pacific_sig_comm - comm_sat_sec_r - kill_chain - watch_tower_ok | 62 | 100_marines_zebra_pacific_sig_comm_comm_sat_sec_r_kill_chain | 
| 101 | captkylepatriots - мемы - claudia - кеннеди - flashcard | 62 | 101_captkylepatriots_мемы_claudia_кеннеди | 
| 102 | sunspot - auroras - volcanoesearthquakesandmore - supernova - nasa | 61 | 102_sunspot_auroras_volcanoesearthquakesandmore_supernova | 
| 103 | goodnight - slept - dreamland - yall - 5am | 61 | 103_goodnight_slept_dreamland_yall | 
| 104 | khazarians - druze - luciferianism - rabbis - khabbalistic | 61 | 104_khazarians_druze_luciferianism_rabbis | 
| 105 | ww3 - khazarians - satellites - blackout - satanic | 60 | 105_ww3_khazarians_satellites_blackout | 
| 106 | therevivalofamerica - timetofreeamerica - pocketcast - tomorrow - jenni | 58 | 106_therevivalofamerica_timetofreeamerica_pocketcast_tomorrow | 
| 107 | armychiefcyber - fortbraggnc - iii_corps - armyeurope - 82ndcab | 57 | 107_armychiefcyber_fortbraggnc_iii_corps_armyeurope | 
| 108 | mcafee - killswitch - payloadzzz - etherscan - blackmail_part | 56 | 108_mcafee_killswitch_payloadzzz_etherscan | 
| 109 | marconi - inventors - wardenclyffe - volts - energieerzeuger | 56 | 109_marconi_inventors_wardenclyffe_volts | 
| 110 | creditsuisse - swissinfo - zuricher - snb - finanzwende | 56 | 110_creditsuisse_swissinfo_zuricher_snb | 
| 111 | pyongyang - denuclearisation - ww3 - icbms - newsnow | 56 | 111_pyongyang_denuclearisation_ww3_icbms | 
| 112 | god - frogs - truthhammer - awaken - mission | 55 | 112_god_frogs_truthhammer_awaken | 
| 113 | majfreddy - tonights - 7pm - live - hey | 55 | 113_majfreddy_tonights_7pm_live | 
| 114 | wikileaks - extraditing - spying - julian - sigurdur | 55 | 114_wikileaks_extraditing_spying_julian | 
| 115 | coup - milley - msnbc - antifa - davos | 54 | 115_coup_milley_msnbc_antifa | 
| 116 | truck - gods - hallelujah - whoooo - overcomer | 54 | 116_truck_gods_hallelujah_whoooo | 
| 117 | burkina - nigerien - benin - sassou - coups | 53 | 117_burkina_nigerien_benin_sassou | 
| 118 | snowden - covert - alice - altitude - warlocks | 53 | 118_snowden_covert_alice_altitude | 
| 119 | qubits - cryptographic - unhackable - pqshield - ssl | 52 | 119_qubits_cryptographic_unhackable_pqshield | 
| 120 | russland - crimean - crusades - decembrists - khazars | 51 | 120_russland_crimean_crusades_decembrists | 
| 121 | ships - suez - cargometrics - blockade - container | 51 | 121_ships_suez_cargometrics_blockade | 
| 122 | musk - tweet - liked - robert - danelishen | 50 | 122_musk_tweet_liked_robert | 
| 123 | hong - hainan - yuan - bailout - evergrande | 49 | 123_hong_hainan_yuan_bailout | 
| 124 | putin - crimea - kaliningrad - paraskeyevka - avdeyevka | 49 | 124_putin_crimea_kaliningrad_paraskeyevka | 
| 125 | delta - 05pm - qpost - tomorrows - dunno | 49 | 125_delta_05pm_qpost_tomorrows | 
| 126 | childtrafficking - abducted - snatchers - obamacare - kongressabgeordneten | 49 | 126_childtrafficking_abducted_snatchers_obamacare | 
| 127 | goldbacked - demonetization - dollar - coins - wertmetalle | 47 | 127_goldbacked_demonetization_dollar_coins | 
| 128 | scotus - brunsons - judahstrumpets - defendants - envelopes | 47 | 128_scotus_brunsons_judahstrumpets_defendants | 
| 129 | squadron - f35ltng - luftforsvaret - bomber - grumman | 47 | 129_squadron_f35ltng_luftforsvaret_bomber | 
| 130 | donetsk - stelmakhovka - brigades - howitzer - uavs | 47 | 130_donetsk_stelmakhovka_brigades_howitzer | 
| 131 | bancorp - depositors - svb - blockfi - silvergate | 47 | 131_bancorp_depositors_svb_blockfi | 
| 132 | abendblatt - bertelsmann - mittagsmagazin - newspapers - brandenburg | 47 | 132_abendblatt_bertelsmann_mittagsmagazin_newspapers | 
| 133 | zaporizhzhia - chernobyl - nuklearregulierung - rosenergoatom - khmelnytsky | 47 | 133_zaporizhzhia_chernobyl_nuklearregulierung_rosenergoatom | 
| 134 | _vaccine - _unvaccinated - _biden - mandates - _afghanistan | 46 | 134__vaccine__unvaccinated__biden_mandates | 
| 135 | rodriguez - savin - ninoscorner - audio - counterpunch | 46 | 135_rodriguez_savin_ninoscorner_audio | 
| 136 | hussein - truthsocial - hammer - instagram - google | 46 | 136_hussein_truthsocial_hammer_instagram | 
| 137 | voting - rigged - redpillers - rnc - overturning | 46 | 137_voting_rigged_redpillers_rnc | 
| 138 | impfmandat - marines - pledge - mandatory - exempted | 45 | 138_impfmandat_marines_pledge_mandatory | 
| 139 | fema - test - alert - messages - radios | 45 | 139_fema_test_alert_messages | 
| 140 | cashout - cashier - atms - suntrust - debit | 45 | 140_cashout_cashier_atms_suntrust | 
| 141 | netanyahu - israelischen - histadrut - protestierte - justizreform | 45 | 141_netanyahu_israelischen_histadrut_protestierte | 
| 142 | balenciaga - kardashian - vogue - madame - adidas | 45 | 142_balenciaga_kardashian_vogue_madame | 
| 143 | dnepropetrovsk - kharkov - zhytomyr - bombardments - khmelnytsky | 44 | 143_dnepropetrovsk_kharkov_zhytomyr_bombardments | 
| 144 | hezbollah - israeli - airstrikes - khirbet - merkava | 44 | 144_hezbollah_israeli_airstrikes_khirbet | 
| 145 | fultoncounty - ballots - gwinnett - falsified - judge | 44 | 145_fultoncounty_ballots_gwinnett_falsified | 
| 146 | medbeds - biohealing - cures - orgone - mri | 43 | 146_medbeds_biohealing_cures_orgone | 
| 147 | patriots - chats - blessed - cathy - 7pm | 43 | 147_patriots_chats_blessed_cathy | 
| 148 | destroyers - nimitz - warshipcam - homeport - hms | 43 | 148_destroyers_nimitz_warshipcam_homeport | 
| 149 | cryptocurrencies - binance - exchanges - traders - withdrawals | 43 | 149_cryptocurrencies_binance_exchanges_traders | 
| 150 | kilauea - eruptions - volcanico - popocatepetl - soufriere | 43 | 150_kilauea_eruptions_volcanico_popocatepetl | 
| 151 | april - passover - q2903 - calendar - satoshi | 43 | 151_april_passover_q2903_calendar | 
| 152 | davos - weltwirtschaftsforum - rothschild - nawaz - generalsekretar | 43 | 152_davos_weltwirtschaftsforum_rothschild_nawaz | 
| 153 | wall_street_crash_of_1929 - stock - panics - lehman - plummet | 42 | 153_wall_street_crash_of_1929_stock_panics_lehman | 
| 154 | impfpass - unvaccinated - _protesters - marseille - _france | 42 | 154_impfpass_unvaccinated__protesters_marseille | 
| 155 | 432hz - vibrations - schallfrequenzen - 150hz - tuned | 41 | 155_432hz_vibrations_schallfrequenzen_150hz | 
| 156 | pilots - tigerair - flug - vaccinated - passagiere | 41 | 156_pilots_tigerair_flug_vaccinated | 
| 157 | vax - nanoparticles - cobalt - magnetized - pcr | 41 | 157_vax_nanoparticles_cobalt_magnetized | 
| 158 | helicopteres - specnaz - kampfhubschrauber - convoys - russische | 40 | 158_helicopteres_specnaz_kampfhubschrauber_convoys | 
| 159 | niederlande - bauernprotestpartei - landwirtschaftsminister - vlaadimgerbroek - фермерам | 40 | 159_niederlande_bauernprotestpartei_landwirtschaftsminister_vlaadimgerbroek | 
| 160 | satanistin - moloch - rituals - moonchild - kinderopfer | 40 | 160_satanistin_moloch_rituals_moonchild | 
| 161 | flying - convaircar - 182mph - hoverbike - supersonic | 40 | 161_flying_convaircar_182mph_hoverbike | 
| 162 | nonperishable - supplies - pantry - cans - flashlights | 40 | 162_nonperishable_supplies_pantry_cans | 
| 163 | donetsk - putin - wolodymyr - медведев - вооруженного | 40 | 163_donetsk_putin_wolodymyr_медведев | 
| 164 | deepfake - artificial - technologically - weaponized - synthesize | 39 | 164_deepfake_artificial_technologically_weaponized | 
| 165 | guantanamo - pentagon - terrorists - indictments - headquarters | 39 | 165_guantanamo_pentagon_terrorists_indictments | 
| 166 | kenosha - bitchute - acquittal - shooter - jurors | 39 | 166_kenosha_bitchute_acquittal_shooter | 
| 167 | supermoon - eclipses - perigee - penumbral - almanac | 39 | 167_supermoon_eclipses_perigee_penumbral | 
| 168 | острова - рассвет - прекрасное - исландия - sunset | 39 | 168_острова_рассвет_прекрасное_исландия | 
| 169 | shit - pissed - finally - pumped - wanna | 39 | 169_shit_pissed_finally_pumped | 
| 170 | maui - lahaina - wahiawa - wildfires - fema | 39 | 170_maui_lahaina_wahiawa_wildfires | 
| 171 | flag - insignias - stars - fringes - sailor | 39 | 171_flag_insignias_stars_fringes | 
| 172 | zelenskiy - volodymyr - ukrainischen - prasidenten - lithuania | 39 | 172_zelenskiy_volodymyr_ukrainischen_prasidenten | 
| 173 | twittergate - musk - fauciliedmillionsdied - trillionair - orwellian | 38 | 173_twittergate_musk_fauciliedmillionsdied_trillionair | 
| 174 | taliban - amrullah - americans - impeachable - airlifts | 38 | 174_taliban_amrullah_americans_impeachable | 
| 175 | pyramids - stonehenge - ufologists - artifacts - giant | 38 | 175_pyramids_stonehenge_ufologists_artifacts | 
| 176 | xinhua - kremlin - uzbekistan - vladimir - jinping | 37 | 176_xinhua_kremlin_uzbekistan_vladimir | 
| 177 | tucker - murdoch - карлсон - kanal - deplatformed | 37 | 177_tucker_murdoch_карлсон_kanal | 
| 178 | soros - george - myanmar - gesellschaften - albania | 36 | 178_soros_george_myanmar_gesellschaften | 
| 179 | blackout - cyberattacks - msmchina - 2021iran - keliningrad | 36 | 179_blackout_cyberattacks_msmchina_2021iran | 
| 180 | pyongyang - missile - hamgyong - yeonpyeong - launched | 35 | 180_pyongyang_missile_hamgyong_yeonpyeong | 
| 181 | musk - retweeted - claudius - tetiana - newsletter | 35 | 181_musk_retweeted_claudius_tetiana | 
| 182 | nato - westukraine - stoltenberg - peacekeepers - macedonia | 34 | 182_nato_westukraine_stoltenberg_peacekeepers | 
| 183 | allegiance - strikebackforfreedom - largest_flying_flag_in_america - preamble - pilgrims | 33 | 183_allegiance_strikebackforfreedom_largest_flying_flag_in_america_preamble | 
| 184 | gestorben - herzinfarkts - nwaneri - coulibaly - eredivisie | 33 | 184_gestorben_herzinfarkts_nwaneri_coulibaly | 
| 185 | teslaconomics - gigafactory - retweet - cybertruck - vala | 33 | 185_teslaconomics_gigafactory_retweet_cybertruck | 
| 186 | spyfone - surveillanceware - whatsapp - cyberweapons - apple | 33 | 186_spyfone_surveillanceware_whatsapp_cyberweapons | 
| 187 | yellen - treasury - defaulting - bondholders - trillion | 33 | 187_yellen_treasury_defaulting_bondholders | 
| 188 | typhoon - fujian - zhejiang - fengxian - shantou | 32 | 188_typhoon_fujian_zhejiang_fengxian | 
| 189 | mecca - саудовская - шторм - kuwait - arabian | 32 | 189_mecca_саудовская_шторм_kuwait | 
| 190 | doj - russigate - declassified - kushner - archivierungsgesetze | 32 | 190_doj_russigate_declassified_kushner | 
| 191 | preciousmetalkeepsakes - platinum - bucks - pmkandles - 100g | 32 | 191_preciousmetalkeepsakes_platinum_bucks_pmkandles | 
| 192 | captkyle - patriots - podcast - australia - bosi | 32 | 192_captkyle_patriots_podcast_australia | 
| 193 | goodnight - channel - 10pm - closed - tomorrow | 32 | 193_goodnight_channel_10pm_closed | 
| 194 | captkylepatriots - greetings - kelly - channel - messaged | 32 | 194_captkylepatriots_greetings_kelly_channel | 
| 195 | scotus - vaccine - mandates - osha - employers | 31 | 195_scotus_vaccine_mandates_osha | 
| 196 | antarktis - expedition - stargate - kailash - firmament | 31 | 196_antarktis_expedition_stargate_kailash | 
| 197 | donaldjtrump - djtst - timestamp - brilliantly - deleted | 31 | 197_donaldjtrump_djtst_timestamp_brilliantly | 
| 198 | silver - comex - 1000oz - deflation - vaulted | 31 | 198_silver_comex_1000oz_deflation | 
| 199 | vaccine - djtrump - lockdowns - endorsing - mandatory | 31 | 199_vaccine_djtrump_lockdowns_endorsing | 
| 200 | saudi - soros - gaddafi - assassination - princes | 31 | 200_saudi_soros_gaddafi_assassination | 
| 201 | hurricane - landfalling - estero - dorian - 150mph | 31 | 201_hurricane_landfalling_estero_dorian | 
| 202 | doge - musk - tweet - yeah - bots | 31 | 202_doge_musk_tweet_yeah | 
| 203 | nakamoto - musk - tweets - superfollow - lol | 31 | 203_nakamoto_musk_tweets_superfollow | 
| 204 | premierminister - resigns - draghi - великобритании - борис | 31 | 204_premierminister_resigns_draghi_великобритании | 
| 205 | mkultra - педофилы - podesta - billyjones - сатанизм | 30 | 205_mkultra_педофилы_podesta_billyjones | 
| 206 | emergencybroadcast - podesta - arrest - riots - revealed | 30 | 206_emergencybroadcast_podesta_arrest_riots | 
| 207 | zhengzhou - hubei - flashfloods - gansu - nenjiang | 30 | 207_zhengzhou_hubei_flashfloods_gansu | 
| 208 | pedophiles - brainwashed - shit - sodomite - libtard | 29 | 208_pedophiles_brainwashed_shit_sodomite | 
| 209 | weltordnung - agenda - redpilling - nwo - unsustainable | 29 | 209_weltordnung_agenda_redpilling_nwo | 
| 210 | captkyle - podcast - patriots - listeners - updates | 29 | 210_captkyle_podcast_patriots_listeners | 
| 211 | forwardrussia - denazificationmilitaryqperationz - march - missiles - 2023 | 29 | 211_forwardrussia_denazificationmilitaryqperationz_march_missiles | 
| 212 | quebec - reigning - hrh - pope - philippines | 29 | 212_quebec_reigning_hrh_pope | 
| 213 | dlive - episodes - lisa - foxhole - baadasssss | 28 | 213_dlive_episodes_lisa_foxhole | 
| 214 | hitlers - wallenberg - bletchley - nkvd - ciphered | 28 | 214_hitlers_wallenberg_bletchley_nkvd | 
| 215 | wildfires - пожара - blaze - california - klamath | 28 | 215_wildfires_пожара_blaze_california | 
| 216 | patriots - advertise - supporting - kyle - corporations | 28 | 216_patriots_advertise_supporting_kyle | 
| 217 | adrenochrome - heineken - hypodermic - semicarbazone - elixer | 28 | 217_adrenochrome_heineken_hypodermic_semicarbazone | 
| 218 | scotus - donald - unconstitutionally - ballot - disqualified | 28 | 218_scotus_donald_unconstitutionally_ballot | 
| 219 | pontiff - priests - monsignor - defrocked - franziskus | 28 | 219_pontiff_priests_monsignor_defrocked | 
| 220 | blackrock - divestment - vermogensverwaltern - shareholders - corporatism | 28 | 220_blackrock_divestment_vermogensverwaltern_shareholders | 
| 221 | klimawandel - oxymoron - климатическии - alarmists - bullshito | 27 | 221_klimawandel_oxymoron_климатическии_alarmists | 
| 222 | documentaries - bitchute - fallcabal - videowatch - declassified | 27 | 222_documentaries_bitchute_fallcabal_videowatch | 
| 223 | threegorgesdam - yangtze - danjiangkou - qinghai - headwaters | 27 | 223_threegorgesdam_yangtze_danjiangkou_qinghai | 
| 224 | nuremberg - genocide - executed - sentencing - magnitsky | 27 | 224_nuremberg_genocide_executed_sentencing | 
| 225 | wikileaks - lawsuit - 2016 - rnc - coincidence | 27 | 225_wikileaks_lawsuit_2016_rnc | 
| 226 | armyspecial - 160soar - darkness - usasoac - 11thairbornediv | 27 | 226_armyspecial_160soar_darkness_usasoac | 
| 227 | prayers - miracle - hospice - neuroblastoma - chiropractor | 27 | 227_prayers_miracle_hospice_neuroblastoma | 
| 228 | ascension - symptoms - shivers - prewave - restlessness | 27 | 228_ascension_symptoms_shivers_prewave | 
| 229 | tiktok - uberwachungsstaat - banned - ceo - episodehttps | 26 | 229_tiktok_uberwachungsstaat_banned_ceo | 
| 230 | jan - hayes - truthers - thrivetimeshow - interview | 26 | 230_jan_hayes_truthers_thrivetimeshow | 
| 231 | crimea - fsb - geheimdienstagentur - terroranschlag - mikhailov | 26 | 231_crimea_fsb_geheimdienstagentur_terroranschlag | 
| 232 | texans - johnsoncountytx - redistricting - democrats - harris | 26 | 232_texans_johnsoncountytx_redistricting_democrats | 
| 233 | zionists - mossad - hamas - terrorists - massacre | 26 | 233_zionists_mossad_hamas_terrorists | 
| 234 | exposecnn - reporter - outed - veritastips - jamesokeefeiii | 25 | 234_exposecnn_reporter_outed_veritastips | 
| 235 | agencies - federalized - nsa - antifa - subversive | 25 | 235_agencies_federalized_nsa_antifa | 
| 236 | captkyle - patriotstwitter - channel - herms - 7pm | 25 | 236_captkyle_patriotstwitter_channel_herms | 
| 237 | republicans - senate - stimulus - mcconnell - cnbc | 25 | 237_republicans_senate_stimulus_mcconnell | 
| 238 | калифорнию - sacramento - mokelumne - storms - flooded | 25 | 238_калифорнию_sacramento_mokelumne_storms | 
| 239 | spikevax - fda - approved - eua - injektionen | 25 | 239_spikevax_fda_approved_eua | 
| 240 | missiles - airfield - helicopters - fighter - su | 25 | 240_missiles_airfield_helicopters_fighter | 
| 241 | lies - truth - lol - knowing - surrender | 24 | 241_lies_truth_lol_knowing | 
| 242 | delta - charlie - 05pm - booom - coincidences | 24 | 242_delta_charlie_05pm_booom | 
| 243 | pacific - supercarrier - usnavycno - hostilities - _conf_gotwit_p_act | 24 | 243_pacific_supercarrier_usnavycno_hostilities | 
| 244 | jpmorgan - deposits - overdraft - withdraw - billion | 24 | 244_jpmorgan_deposits_overdraft_withdraw | 
| 245 | boeing_e - nightwatch - b742 - transponders - militarized | 24 | 245_boeing_e_nightwatch_b742_transponders | 
| 246 | snowden - leaked - vindman - indictment - conspiring | 24 | 246_snowden_leaked_vindman_indictment | 
| 247 | quakes - zealand - землетрясения - m7 - westindonesien | 24 | 247_quakes_zealand_землетрясения_m7 | 
| 248 | russland - unsc - douma - vorsitz - расследовании | 24 | 248_russland_unsc_douma_vorsitz | 
| 249 | electric - driverless - opel - pierce - 1921 | 23 | 249_electric_driverless_opel_pierce | 
| 250 | warfighters - patton - traitors - tank - realsganon | 23 | 250_warfighters_patton_traitors_tank | 
| 251 | illuminati - masonic - molech - symbolizes - owl | 23 | 251_illuminati_masonic_molech_symbolizes | 
| 252 | banksters - usdebtclock - yellen - federal - insolvent | 23 | 252_banksters_usdebtclock_yellen_federal | 
| 253 | pelosi - assaulted - david - sledgehammer - bodycam | 23 | 253_pelosi_assaulted_david_sledgehammer | 
| 254 | texas - outages - entergy - xcel - charging | 23 | 254_texas_outages_entergy_xcel | 
| 255 | donetsk - krasnohorivka - shoigu - bombarding - petrovka | 22 | 255_donetsk_krasnohorivka_shoigu_bombarding | 
| 256 | voicechat - listening - microphone - rewind - enlarge | 22 | 256_voicechat_listening_microphone_rewind | 
| 257 | mayor - adams - york - immigrants - subways | 22 | 257_mayor_adams_york_immigrants | 
| 258 | motorcade - presidents - marshals - protecting - houston | 22 | 258_motorcade_presidents_marshals_protecting | 
| 259 | vaticans - antichrist - constantine - rona - spetznaz | 22 | 259_vaticans_antichrist_constantine_rona | 
| 260 | rc - usaf - 135v - ravens - equipped | 22 | 260_rc_usaf_135v_ravens | 
| 261 | netanyahu - gaza - isfahan - yemen - ultimatum | 22 | 261_netanyahu_gaza_isfahan_yemen | 
| 262 | public - informed - collapse - retruths - concerns | 22 | 262_public_informed_collapse_retruths | 
| 263 | saudi - khashoggi - crude - embargo - prince | 22 | 263_saudi_khashoggi_crude_embargo | 
| 264 | dockworkers - maersk - shippers - embargoed - delays | 22 | 264_dockworkers_maersk_shippers_embargoed | 
| 265 | forwardrussia - shoigu - verteidigungsministerium - ukrainian - 2023 | 22 | 265_forwardrussia_shoigu_verteidigungsministerium_ukrainian | 
| 266 | november - hashanah - dates - 1113 - 40th | 21 | 266_november_hashanah_dates_1113 | 
| 267 | tornadoes - hail - supercell - iowa - goodlettsville | 21 | 267_tornadoes_hail_supercell_iowa | 
| 268 | republicans - democrats - communists - liberal - hilary | 21 | 268_republicans_democrats_communists_liberal | 
| 269 | benghazi - taliban - petraeus - gaddafi - haqqani | 21 | 269_benghazi_taliban_petraeus_gaddafi | 
| 270 | preciousmetalkeepsakes - copper - kilos - 10oz - bullets | 21 | 270_preciousmetalkeepsakes_copper_kilos_10oz | 
| 271 | kyle - podcast - goodnight - uploaded - replay | 21 | 271_kyle_podcast_goodnight_uploaded | 
| 272 | livestream - george - gnews - youtubetv - 45pm | 21 | 272_livestream_george_gnews_youtubetv | 
| 273 | triggered - tonight - podcast - joe - shooting | 21 | 273_triggered_tonight_podcast_joe | 
| 274 | impeachment - truman - decides - wwg - important | 21 | 274_impeachment_truman_decides_wwg | 
| 275 | 9x39mm - sturmgewehre - rifle - schießpulver - lapua | 21 | 275_9x39mm_sturmgewehre_rifle_schießpulver | 
| 276 | taxes - deficits - lobbyists - cfr - charley | 21 | 276_taxes_deficits_lobbyists_cfr | 
| 277 | ephesians - armor - salvation - praying - heavenly | 21 | 277_ephesians_armor_salvation_praying | 
| 278 | papadopolous - lisa - episodes - baadasssss - tampaxgate | 21 | 278_papadopolous_lisa_episodes_baadasssss | 
| 279 | sinaloa - tijuana - sicario - aeromexico - guzman | 20 | 279_sinaloa_tijuana_sicario_aeromexico | 
| 280 | aircraft - transponders - 23us - afb - blackhawks | 20 | 280_aircraft_transponders_23us_afb | 
| 281 | quakes - guatemala - maluku - largest - islands | 20 | 281_quakes_guatemala_maluku_largest | 
| 282 | tajikstan - bishkek - peacekeepers - clashes - novosti | 20 | 282_tajikstan_bishkek_peacekeepers_clashes |
  
</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
