README.md

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

# BERTopic_SicilianGorillian2

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("sdantonio/BERTopic_SicilianGorillian2")

topic_model.get_topic_info()
```

## Topic overview

* Number of topics: 171
* Number of training documents: 24193

<details>
  <summary>Click here for an overview of all topics.</summary>
  
  | Topic ID | Topic Keywords | Topic Frequency | Label | 
|----------|----------------|-----------------|-------| 
| -1 | siciliangorillian2 - police_frequency - migrants - ukraine - immigrants | 10 | -1_siciliangorillian2_police_frequency_migrants_ukraine | 
| 0 | politics - tensions - blocks - migrants - reuters | 12046 | 0_politics_tensions_blocks_migrants | 
| 1 | shelter - police_frequency - shooter - hampshire - migrants | 655 | 1_shelter_police_frequency_shooter_hampshire | 
| 2 | dreams - tolerate - awkward - julian - carlson | 606 | 2_dreams_tolerate_awkward_julian | 
| 3 | greg_price11 - 9mm_smg - hypocrite - realjameswoods - frognscorpion | 567 | 3_greg_price11_9mm_smg_hypocrite_realjameswoods | 
| 4 | shelter - jumping - migrants - coins - announces | 533 | 4_shelter_jumping_migrants_coins | 
| 5 | strickland - comedians - shame - unmasked - nowhere | 473 | 5_strickland_comedians_shame_unmasked | 
| 6 | greg_price11 - alibradleytv - siciliangorillian2 - dc_draino - endwokeness | 456 | 6_greg_price11_alibradleytv_siciliangorillian2_dc_draino | 
| 7 | theferrymanstoll - thewesternchauvinist2 - siciliangorillian2 - thewesternchauvinist7 - crying | 408 | 7_theferrymanstoll_thewesternchauvinist2_siciliangorillian2_thewesternchauvinist7 | 
| 8 | assaulted - sav_says_ - cbs_herridge - dc_draino - teens | 399 | 8_assaulted_sav_says__cbs_herridge_dc_draino | 
| 9 | unsolicited - scapegoat - cowards - stars - affairs | 297 | 9_unsolicited_scapegoat_cowards_stars | 
| 10 | purchased - elections - banks - whites - arrested | 291 | 10_purchased_elections_banks_whites | 
| 11 | donations - attacks - ukraine - minds - russian | 279 | 11_donations_attacks_ukraine_minds | 
| 12 | siciliangorillian2 - ian - whiteprivilege - defunded - prohibition | 243 | 12_siciliangorillian2_ian_whiteprivilege_defunded | 
| 13 | jake_neidert - uncensored - ramble_rants - rejectthegreat1 - dlivebearstream | 212 | 13_jake_neidert_uncensored_ramble_rants_rejectthegreat1 | 
| 14 | silicon - punishment - believing - washington - worthy | 181 | 14_silicon_punishment_believing_washington | 
| 15 | wars - iwaswithyou - autographs - moabs - assumptions | 177 | 15_wars_iwaswithyou_autographs_moabs | 
| 16 | peacekeepers - pacifists - transmaxxing - thinks - galloway | 161 | 16_peacekeepers_pacifists_transmaxxing_thinks | 
| 17 | shelter - overcharged - collapsing - layoffs - citizens | 152 | 17_shelter_overcharged_collapsing_layoffs | 
| 18 | assaulting - police_frequency - shares - concealed - crossing | 143 | 18_assaulting_police_frequency_shares_concealed | 
| 19 | butthole - predictiveprogramming - docuseries - eyeballs - inbox | 142 | 19_butthole_predictiveprogramming_docuseries_eyeballs | 
| 20 | e1bm2oh - dkpd2ls - ftupjfc - fellowships - ezie3pb | 142 | 20_e1bm2oh_dkpd2ls_ftupjfc_fellowships | 
| 21 | thekevindalton - tuckercarlson - dc_draino - endwokeness - boats | 134 | 21_thekevindalton_tuckercarlson_dc_draino_endwokeness | 
| 22 | resistornewswire - confinement - bursting - lazers - foreshadowing | 129 | 22_resistornewswire_confinement_bursting_lazers | 
| 23 | thexreportcard - wlmcalifornia - ferryman4747 - awakenedoutlaw - michael | 119 | 23_thexreportcard_wlmcalifornia_ferryman4747_awakenedoutlaw | 
| 24 | resistornewswire - hunterhornyfox - revealed - texans - ethics | 111 | 24_resistornewswire_hunterhornyfox_revealed_texans | 
| 25 | cnnpolitics - minnesota - shelter - contempt - blocks | 110 | 25_cnnpolitics_minnesota_shelter_contempt | 
| 26 | greg_price11 - decades - whistleblower - coalition - muckraker | 108 | 26_greg_price11_decades_whistleblower_coalition | 
| 27 | elections - assault - officers - hunter - wristband | 101 | 27_elections_assault_officers_hunter | 
| 28 | michaelpsenger - eitc_official - narrative_hole - michael - supplies | 99 | 28_michaelpsenger_eitc_official_narrative_hole_michael | 
| 29 | homeschooling - enforces - trades - clerks - admiring | 96 | 29_homeschooling_enforces_trades_clerks | 
| 30 | transgender - siciliangorillian2 - tbdailynews - rejects - hormones | 95 | 30_transgender_siciliangorillian2_tbdailynews_rejects | 
| 31 | minnesota - thefts - washington - artifacts - discharges | 92 | 31_minnesota_thefts_washington_artifacts | 
| 32 | kanekoathegreat - guinean - migrants - ukraine - county | 92 | 32_kanekoathegreat_guinean_migrants_ukraine | 
| 33 | toss - swiss - beacon - mexinazi - tables | 91 | 33_toss_swiss_beacon_mexinazi | 
| 34 | detransitioning - payouts - rejects - reuters - finalizes | 91 | 34_detransitioning_payouts_rejects_reuters | 
| 35 | umbrellas - forgivable - disputed - liberation - inslee | 89 | 35_umbrellas_forgivable_disputed_liberation | 
| 36 | thewesternchauvinist2 - resistornewswire - canadafirstofficial - zoomerwaffen08 - robinthehood | 87 | 36_thewesternchauvinist2_resistornewswire_canadafirstofficial_zoomerwaffen08 | 
| 37 | ltchrisolivarez - txdps - brownsville - troopers - crossing | 87 | 37_ltchrisolivarez_txdps_brownsville_troopers | 
| 38 | realdonaldtrump - wallstreetsilv - ferryman4747 - sgtnewsnetwork - danielturnerptf | 82 | 38_realdonaldtrump_wallstreetsilv_ferryman4747_sgtnewsnetwork | 
| 39 | thepoliticalpom - breathtaking - tuckercarlson - hypocrite - americafirst | 78 | 39_thepoliticalpom_breathtaking_tuckercarlson_hypocrite | 
| 40 | highlighted - feeding - offices - actors - shorts | 77 | 40_highlighted_feeding_offices_actors | 
| 41 | sarahhuckabee - ivermectin - invictachannel - extended - huckabee | 76 | 41_sarahhuckabee_ivermectin_invictachannel_extended | 
| 42 | firearms - shelter - convicted - announces - downplayed | 74 | 42_firearms_shelter_convicted_announces | 
| 43 | highlights - appropriation - detected - celebrations - smiling | 72 | 43_highlights_appropriation_detected_celebrations | 
| 44 | cig_telegram - censoredmen - travis_in_flint - dadspostwins - censored | 72 | 44_cig_telegram_censoredmen_travis_in_flint_dadspostwins | 
| 45 | resistornewswire - assaults - decades - antidepressants - loans | 69 | 45_resistornewswire_assaults_decades_antidepressants | 
| 46 | ghosts - suppressed - alzheimers - helen - venues | 69 | 46_ghosts_suppressed_alzheimers_helen | 
| 47 | crossroads_josh - philadelphians - police_frequency - siciliangorillian2 - rebranding | 68 | 47_crossroads_josh_philadelphians_police_frequency_siciliangorillian2 | 
| 48 | siciliangorillian2 - govsisolak - campaigns - abercrombie - incels | 67 | 48_siciliangorillian2_govsisolak_campaigns_abercrombie | 
| 49 | swirl - counterparts - heater - migrants - planting | 65 | 49_swirl_counterparts_heater_migrants | 
| 50 | deployed - southafrica - whistleblowers - cbs_herridge - allegations | 63 | 50_deployed_southafrica_whistleblowers_cbs_herridge | 
| 51 | zhuravel - apprehensions - iran - aside - sectors | 56 | 51_zhuravel_apprehensions_iran_aside | 
| 52 | reclaimthenet - lizharrington76 - edwards - transgender - gatewaypunditofficial | 56 | 52_reclaimthenet_lizharrington76_edwards_transgender | 
| 53 | loneliness - alphas - johncornyn - briefs - jokes | 55 | 53_loneliness_alphas_johncornyn_briefs | 
| 54 | womens - lmao - checked - commissioner - detroit | 53 | 54_womens_lmao_checked_commissioner | 
| 55 | wellbeing - incriminate - carcass - dissolves - rhino | 50 | 55_wellbeing_incriminate_carcass_dissolves | 
| 56 | motorcycles - overdue - poisoned - dismayed - spearheading | 49 | 56_motorcycles_overdue_poisoned_dismayed | 
| 57 | investing - promoted - thinks - infowars - controls | 49 | 57_investing_promoted_thinks_infowars | 
| 58 | sprinterfactory - israeli - mediasets1 - flaming - prospects | 47 | 58_sprinterfactory_israeli_mediasets1_flaming | 
| 59 | converted - fisherman - shots - wins - oaklanders | 47 | 59_converted_fisherman_shots_wins | 
| 60 | crying - fathers - actors - practically - founding | 46 | 60_crying_fathers_actors_practically | 
| 61 | alibradleytv - bradley - roberts - pentagon - intercepted | 44 | 61_alibradleytv_bradley_roberts_pentagon | 
| 62 | buildings - 1960s - connecting - cars - 1940s | 44 | 62_buildings_1960s_connecting_cars | 
| 63 | shaykhsulaiman - abdullah - nsfw - hasnatpakistani - israeli | 44 | 63_shaykhsulaiman_abdullah_nsfw_hasnatpakistani | 
| 64 | theinsiderpaper - uberboyo - grown - parliament - balls | 43 | 64_theinsiderpaper_uberboyo_grown_parliament | 
| 65 | helicopters - thestormhasarrived - ca_insider - sav_says_ - wristbands | 42 | 65_helicopters_thestormhasarrived_ca_insider_sav_says_ | 
| 66 | transactions - celebrations - incentives - thinks - statements | 42 | 66_transactions_celebrations_incentives_thinks | 
| 67 | balls - aids - woods - pushing - weekends | 42 | 67_balls_aids_woods_pushing | 
| 68 | realdonaldtrump - hampshire - kristina_wong - lfg - rapids | 41 | 68_realdonaldtrump_hampshire_kristina_wong_lfg | 
| 69 | mysteriously - unchanged - balloons - bpcostello - complaints | 41 | 69_mysteriously_unchanged_balloons_bpcostello | 
| 70 | converted - 2hrs - mexicans - antidepressant - puppets | 40 | 70_converted_2hrs_mexicans_antidepressant | 
| 71 | thewesternchauvinist5 - thewesternchauvinist7 - theferrymanstoll - dailyrealtimenews - crickets | 40 | 71_thewesternchauvinist5_thewesternchauvinist7_theferrymanstoll_dailyrealtimenews | 
| 72 | icscq4w - rf0y1m4 - 3fgm6cz - eec5zbi - jp6d3zb | 39 | 72_icscq4w_rf0y1m4_3fgm6cz_eec5zbi | 
| 73 | riding - examples - couples - 1960s - surpassing | 37 | 73_riding_examples_couples_1960s | 
| 74 | bears - siciliangorillian2 - 766k - ftx - likes | 37 | 74_bears_siciliangorillian2_766k_ftx | 
| 75 | unforgettable - heartbroken - worker - hills - nurses | 36 | 75_unforgettable_heartbroken_worker_hills | 
| 76 | uncensored - unfounded - carriage - altskull48 - occupy | 35 | 76_uncensored_unfounded_carriage_altskull48 | 
| 77 | americanscantbreathe - dictatorships - whisperer - skyrocketed - defendfreespeech | 33 | 77_americanscantbreathe_dictatorships_whisperer_skyrocketed | 
| 78 | iiiegals - grabblers - wishing - reptilian - inclined | 33 | 78_iiiegals_grabblers_wishing_reptilian | 
| 79 | trolling - invading - risks - fears - responses | 33 | 79_trolling_invading_risks_fears | 
| 80 | pillows - wwii - facts - wojpawelczyk - rudygiuliani | 32 | 80_pillows_wwii_facts_wojpawelczyk | 
| 81 | safes - cohencidental - palestinians - elon - history | 31 | 81_safes_cohencidental_palestinians_elon | 
| 82 | brittney - grassley - buttplug - francisco - thieves | 31 | 82_brittney_grassley_buttplug_francisco | 
| 83 | cnnpolitics - roberts - thefts - awards - override | 31 | 83_cnnpolitics_roberts_thefts_awards | 
| 84 | unmooring - funds - investments - subversive - gdp | 31 | 84_unmooring_funds_investments_subversive | 
| 85 | torpedo - operators - muckraker - trains - recordings | 30 | 85_torpedo_operators_muckraker_trains | 
| 86 | deployment - carriers - flows - metals - consumers | 30 | 86_deployment_carriers_flows_metals | 
| 87 | brainwashing - pushing - carlson - bankers - noticing | 29 | 87_brainwashing_pushing_carlson_bankers | 
| 88 | cig_telegram - firefighters - resistornewswireuk - plants - france | 29 | 88_cig_telegram_firefighters_resistornewswireuk_plants | 
| 89 | quadcopters - missiles - quadcopter - carrying - decommissioning | 29 | 89_quadcopters_missiles_quadcopter_carrying | 
| 90 | firefighters - france - spearheaded - sicilians - unalterable | 28 | 90_firefighters_france_spearheaded_sicilians | 
| 91 | minnesota - pills - multipolar - doctors - coins | 27 | 91_minnesota_pills_multipolar_doctors | 
| 92 | hotwifing - kj1tjcfbemc - vlpdvsj - kansas - undocumented | 27 | 92_hotwifing_kj1tjcfbemc_vlpdvsj_kansas | 
| 93 | signs - highlights - ads - cats - staggering | 26 | 93_signs_highlights_ads_cats | 
| 94 | weimar - fox - nc - life - weave | 26 | 94_weimar_fox_nc_life | 
| 95 | amer_icanbadass - fisherlady111 - theonlydsc - censoredmen - censored | 26 | 95_amer_icanbadass_fisherlady111_theonlydsc_censoredmen | 
| 96 | thewesternchauvinist5 - utahzoomer - siciliangorillian2 - mentally - talks | 26 | 96_thewesternchauvinist5_utahzoomer_siciliangorillian2_mentally | 
| 97 | institutions - embarrassed - promised - unknown - pushing | 25 | 97_institutions_embarrassed_promised_unknown | 
| 98 | massachusetts - shelter - deployed - troopers - concerns | 25 | 98_massachusetts_shelter_deployed_troopers | 
| 99 | tombstone - police_frequency - claiming - migrants - blanketed | 25 | 99_tombstone_police_frequency_claiming_migrants | 
| 100 | reporting - jakepaul - natediaz209 - equity - dallas | 24 | 100_reporting_jakepaul_natediaz209_equity | 
| 101 | secblinken - unfairly - puppets - toss - france | 24 | 101_secblinken_unfairly_puppets_toss | 
| 102 | screamed - disbelieving - incredulous - mattwalshblog - nathanjrobinson | 24 | 102_screamed_disbelieving_incredulous_mattwalshblog | 
| 103 | theonlydsc - ᗰisᑕᕼiᗴᖴ - rulerofhumanity - txdeplorable - gettrmvp | 24 | 103_theonlydsc_ᗰisᑕᕼiᗴᖴ_rulerofhumanity_txdeplorable | 
| 104 | greg_price11 - poisoned - censoredmen - victims - choices | 23 | 104_greg_price11_poisoned_censoredmen_victims | 
| 105 | unremarkable - kgr9yzd - footprints - snatched - phones | 23 | 105_unremarkable_kgr9yzd_footprints_snatched | 
| 106 | scottlobaido - michael_yon - robertkennedyjr - richard_harambe - jimmy_dore | 23 | 106_scottlobaido_michael_yon_robertkennedyjr_richard_harambe | 
| 107 | nypd6pct - hellenic - licensing - foremost - showers | 22 | 107_nypd6pct_hellenic_licensing_foremost | 
| 108 | hypocrite - lporiginalg - ancestor - memes - endwokeness | 21 | 108_hypocrite_lporiginalg_ancestor_memes | 
| 109 | stoptheinvasion - stoptheboats - encrypted - anthonyweiner - discredited | 21 | 109_stoptheinvasion_stoptheboats_encrypted_anthonyweiner | 
| 110 | altskull48 - frens - redpillpharmacist - carlson - spreading | 21 | 110_altskull48_frens_redpillpharmacist_carlson | 
| 111 | chirp - community - calorie - kek - vey | 21 | 111_chirp_community_calorie_kek | 
| 112 | justdudechannel - geopoliticsandempire - minds - soundcloud - an0maly | 21 | 112_justdudechannel_geopoliticsandempire_minds_soundcloud | 
| 113 | shamelessly - singlehandedly - subtly - weakened - beholden | 20 | 113_shamelessly_singlehandedly_subtly_weakened | 
| 114 | sombreriza_d_mz - losbloqueados2 - elblogdelosgua1 - thewarnextdoor - jalisciense1c3 | 20 | 114_sombreriza_d_mz_losbloqueados2_elblogdelosgua1_thewarnextdoor | 
| 115 | onlyfans - russian - ballistic - alive - optic | 20 | 115_onlyfans_russian_ballistic_alive | 
| 116 | uncovered - unwavering - heartbroken - compiles - flooding | 20 | 116_uncovered_unwavering_heartbroken_compiles | 
| 117 | indoctrinated - publishing - elections - ungathegreat - brainwash | 20 | 117_indoctrinated_publishing_elections_ungathegreat | 
| 118 | aforementioned - strengthening - silicon - eritrean - vandals | 20 | 118_aforementioned_strengthening_silicon_eritrean | 
| 119 | resistornewswire - roadblocks - facts - overdose - collapses | 20 | 119_resistornewswire_roadblocks_facts_overdose | 
| 120 | mistakenly - lgbtqwxyz - rabbit - consumed - adams | 19 | 120_mistakenly_lgbtqwxyz_rabbit_consumed | 
| 121 | aside - infected - depleted - ffs - linkedin | 19 | 121_aside_infected_depleted_ffs | 
| 122 | oversight - deployment - answers - secured - marshals | 19 | 122_oversight_deployment_answers_secured | 
| 123 | unusual_whales - bennyjohnson - grabbers - kurtschlichter - azerbaijan | 18 | 123_unusual_whales_bennyjohnson_grabbers_kurtschlichter | 
| 124 | overrated - cernolisp - shorts - thinks - weinstein | 18 | 124_overrated_cernolisp_shorts_thinks | 
| 125 | aim4theheadx - slaughtered - based_poland - france - censoredmen | 18 | 125_aim4theheadx_slaughtered_based_poland_france | 
| 126 | shots - officers - cameras - zuckerberg - reportedly | 18 | 126_shots_officers_cameras_zuckerberg | 
| 127 | acquitted - repeatedly - awaiting - identifying - jackass | 17 | 127_acquitted_repeatedly_awaiting_identifying | 
| 128 | michoacana - mothers - libs - suspected - recorded | 17 | 128_michoacana_mothers_libs_suspected | 
| 129 | yaboi - lsraei - ayo - joe - banger | 17 | 129_yaboi_lsraei_ayo_joe | 
| 130 | rothschildcovid19patent - bitch - enjoythed - obscuro - latamobscuro | 17 | 130_rothschildcovid19patent_bitch_enjoythed_obscuro | 
| 131 | mick_o_keeffe - drclaytonforre1 - shamelessly - dragshows - profits | 17 | 131_mick_o_keeffe_drclaytonforre1_shamelessly_dragshows | 
| 132 | lauren3vememes - johnhackerla - ultra_majesty - mythinformedmke - lporiginalg | 16 | 132_lauren3vememes_johnhackerla_ultra_majesty_mythinformedmke | 
| 133 | ninja_stuntz - cryptoonlycoims - censoredmen - animalautisms - censored | 16 | 133_ninja_stuntz_cryptoonlycoims_censoredmen_animalautisms | 
| 134 | bombing - spain - scholarly - reminder - ford | 15 | 134_bombing_spain_scholarly_reminder | 
| 135 | siciliangorillian2 - siciliangorillian - commander - craziness - creep | 15 | 135_siciliangorillian2_siciliangorillian_commander_craziness | 
| 136 | mattgaetz - bidenbordercrisis - realjameswoods - brianroemmele - tomselliott | 15 | 136_mattgaetz_bidenbordercrisis_realjameswoods_brianroemmele | 
| 137 | intersectionality - repeatedly - apprehensions - kansas - screaming | 15 | 137_intersectionality_repeatedly_apprehensions_kansas | 
| 138 | parliamentary - livestreamer - johnny - connectivity - mentally | 15 | 138_parliamentary_livestreamer_johnny_connectivity | 
| 139 | unfettered - democrats - robinmg - retardsoftiktok - pretending | 15 | 139_unfettered_democrats_robinmg_retardsoftiktok | 
| 140 | israelfightsback - christopherhitchens - caitlyn_jenner - knappertsbusch - cwbchicago | 15 | 140_israelfightsback_christopherhitchens_caitlyn_jenner_knappertsbusch | 
| 141 | greg_price11 - lukewearechange - oilfield_rando - closet - goodness | 15 | 141_greg_price11_lukewearechange_oilfield_rando_closet | 
| 142 | extort - carlson - ukraine - hypocrisy - wire | 15 | 142_extort_carlson_ukraine_hypocrisy | 
| 143 | deceiving - canadafirst2 - misrepresentation - honestly - contemptible | 14 | 143_deceiving_canadafirst2_misrepresentation_honestly | 
| 144 | trannys - silicon - signs - officers - staying | 14 | 144_trannys_silicon_signs_officers | 
| 145 | riley_gaines_ - disrespecting - bastards - reluctantlyjoe - barstoolsports | 13 | 145_riley_gaines__disrespecting_bastards_reluctantlyjoe | 
| 146 | strengthened - misperceptions - distillate - holocausting - islamic | 13 | 146_strengthened_misperceptions_distillate_holocausting | 
| 147 | roosevelt - siciliangorillian2 - weapons - parade - ufc299 | 13 | 147_roosevelt_siciliangorillian2_weapons_parade | 
| 148 | clinics - impacts - circle - falling - pushing | 13 | 148_clinics_impacts_circle_falling | 
| 149 | balls - funds - giggles - shocking - mentally | 13 | 149_balls_funds_giggles_shocking | 
| 150 | repjamescomer - muhsociofactors - assaults - laralogan - larry_kudlow | 13 | 150_repjamescomer_muhsociofactors_assaults_laralogan | 
| 151 | shelter - oligarchs - sxnvfio - retreat - approvals | 13 | 151_shelter_oligarchs_sxnvfio_retreat | 
| 152 | unreliable - ethnically - reprogramming - russians - governments | 13 | 152_unreliable_ethnically_reprogramming_russians | 
| 153 | fundraiser - injuring - newyork - collapsed - collapses | 13 | 153_fundraiser_injuring_newyork_collapsed | 
| 154 | censoredmen - censored - fightwithmemes - falling - harmlessyarddog | 13 | 154_censoredmen_censored_fightwithmemes_falling | 
| 155 | bidenborderinvasion - bbbbased - philadelphia - tm - sanfrancisco | 13 | 155_bidenborderinvasion_bbbbased_philadelphia_tm | 
| 156 | washington - unknown - licensing - curtissliwa - migrants | 13 | 156_washington_unknown_licensing_curtissliwa | 
| 157 | stanleyroberts - repjamescomer - untimely - roberts - unsolved | 12 | 157_stanleyroberts_repjamescomer_untimely_roberts | 
| 158 | oversight - transgender - hampshire - victims - announces | 12 | 158_oversight_transgender_hampshire_victims | 
| 159 | launched - simpsons - topics - smiling - dobbs | 12 | 159_launched_simpsons_topics_smiling | 
| 160 | revolutionaries - bloodied - collapsing - carlson - slides | 12 | 160_revolutionaries_bloodied_collapsing_carlson | 
| 161 | foreseeable - tortured - brainwashing - interfering - faster | 11 | 161_foreseeable_tortured_brainwashing_interfering | 
| 162 | boringly - wildfires - theblaze - charliekirk11 - carlson | 11 | 162_boringly_wildfires_theblaze_charliekirk11 | 
| 163 | evacuating - biden - history - chris - service | 11 | 163_evacuating_biden_history_chris | 
| 164 | joao_chumbinho - margaretriverpro - johnny - ackerman - secured | 11 | 164_joao_chumbinho_margaretriverpro_johnny_ackerman | 
| 165 | bankrupt - cowards - elon - iq - cretin | 10 | 165_bankrupt_cowards_elon_iq | 
| 166 | acts - carlson - apwikxy - john - dignified | 10 | 166_acts_carlson_apwikxy_john | 
| 167 | deportation - adams - sanctuary - supports - hundreds | 10 | 167_deportation_adams_sanctuary_supports | 
| 168 | scootercasterny - scootercaster - ny_actions - xr_nyc - letstalkdgu | 10 | 168_scootercasterny_scootercaster_ny_actions_xr_nyc | 
| 169 | lockdowns - livjohnsontv - crickets - hormones - wrecked | 10 | 169_lockdowns_livjohnsontv_crickets_hormones |
  
</details>

## Training hyperparameters

* calculate_probabilities: False
* language: None
* low_memory: False
* min_topic_size: 10
* n_gram_range: (1, 1)
* nr_topics: None
* seed_topic_list: None
* top_n_words: 10
* verbose: False
* zeroshot_min_similarity: 0.7
* zeroshot_topic_list: None

## Framework versions

* Numpy: 1.23.5
* HDBSCAN: 0.8.38.post1
* UMAP: 0.5.6
* Pandas: 2.2.2
* Scikit-Learn: 1.5.1
* Sentence-transformers: 3.0.1
* Transformers: 4.44.2
* Numba: 0.60.0
* Plotly: 5.24.0
* Python: 3.10.12