Add BERTopic model

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

	# MARTINI_enrich_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("AIDA-UPM/MARTINI_enrich_BERTopic_SicilianGorillian2")

	topic_model.get_topic_info()
	```

	## Topic overview

	* Number of topics: 91
	* Number of training documents: 13362

	<details>
	<summary>Click here for an overview of all topics.</summary>

	\| Topic ID \| Topic Keywords \| Topic Frequency \| Label \|
	\|----------\|----------------\|-----------------\|-------\|
	\| -1 \| biden - migrants - arrested - hamas - texas \| 20 \| -1_biden_migrants_arrested_hamas \|
	\| 0 \| blacks - racists - naacp - whiteness - melanin \| 8570 \| 0_blacks_racists_naacp_whiteness \|
	\| 1 \| transgenderism - minors - doctors - detransitioned - hormones \| 236 \| 1_transgenderism_minors_doctors_detransitioned \|
	\| 2 \| fbi - insurrection - pelosi - january - footage \| 178 \| 2_fbi_insurrection_pelosi_january \|
	\| 3 \| gunshots - swat - arrests - lewiston - killed \| 135 \| 3_gunshots_swat_arrests_lewiston \|
	\| 4 \| lampedusa - mussolini - milan - deportations - austria \| 130 \| 4_lampedusa_mussolini_milan_deportations \|
	\| 5 \| sinaloa - tamaulipas - cartel - zacatecas - sicario \| 128 \| 5_sinaloa_tamaulipas_cartel_zacatecas \|
	\| 6 \| teachers - lgbtqi - superintendent - indoctrinating - blackface \| 113 \| 6_teachers_lgbtqi_superintendent_indoctrinating \|
	\| 7 \| epstein - ghislaine - jpmorgan - blackmail - billionaire \| 112 \| 7_epstein_ghislaine_jpmorgan_blackmail \|
	\| 8 \| massachusetts - mbta - mayor - sanctuary - 7news \| 106 \| 8_massachusetts_mbta_mayor_sanctuary \|
	\| 9 \| unvaxxed - vaccinate - pfizer - ivermectin - injected \| 99 \| 9_unvaxxed_vaccinate_pfizer_ivermectin \|
	\| 10 \| petrodollar - currencies - bullion - greenback - yuan \| 98 \| 10_petrodollar_currencies_bullion_greenback \|
	\| 11 \| fentanyl - narcotics - sinaloa - smuggling - overdosed \| 97 \| 11_fentanyl_narcotics_sinaloa_smuggling \|
	\| 12 \| exploded - derailment - hazmat - flames - richland \| 95 \| 12_exploded_derailment_hazmat_flames \|
	\| 13 \| missiles - destroyers - submarine - drone - hormuz \| 91 \| 13_missiles_destroyers_submarine_drone \|
	\| 14 \| gaza - airstrikes - israeli - rafah - massacres \| 89 \| 14_gaza_airstrikes_israeli_rafah \|
	\| 15 \| viralnewsnyc - migrant - bronx - midtown - shelters \| 89 \| 15_viralnewsnyc_migrant_bronx_midtown \|
	\| 16 \| musk - dorsey - tweets - taibbi - shareholders \| 82 \| 16_musk_dorsey_tweets_taibbi \|
	\| 17 \| cbp - migrants - smugglers - illegally - fy2011 \| 73 \| 17_cbp_migrants_smugglers_illegally \|
	\| 18 \| kanye - chappelle - banned - zombieland - marilyn \| 68 \| 18_kanye_chappelle_banned_zombieland \|
	\| 19 \| soros - actblue - philanthropists - donated - fraudulently \| 68 \| 19_soros_actblue_philanthropists_donated \|
	\| 20 \| ukraine - kakhovka - sevastopol - zaporozhye - missiles \| 68 \| 20_ukraine_kakhovka_sevastopol_zaporozhye \|
	\| 21 \| illegals - naperville - mayor - pritzker - sanctuary \| 67 \| 21_illegals_naperville_mayor_pritzker \|
	\| 22 \| greenpeace - methane - junkscience - wheat - hottest \| 66 \| 22_greenpeace_methane_junkscience_wheat \|
	\| 23 \| patton - chickamauga - paratroopers - lifeofthecivilwar - 1942 \| 66 \| 23_patton_chickamauga_paratroopers_lifeofthecivilwar \|
	\| 24 \| illegals - panama - border - cartel - treason \| 65 \| 24_illegals_panama_border_cartel \|
	\| 25 \| migrants - juarez - cbp - crossing - illegally \| 65 \| 25_migrants_juarez_cbp_crossing \|
	\| 26 \| tucker - carlson - murdoch - shadowbanning - intellectuals \| 65 \| 26_tucker_carlson_murdoch_shadowbanning \|
	\| 27 \| deepfake - chatgpt - palantir - technology - websites \| 62 \| 27_deepfake_chatgpt_palantir_technology \|
	\| 28 \| ballots - mandamus - georgia - democrat - tampering \| 60 \| 28_ballots_mandamus_georgia_democrat \|
	\| 29 \| smuggled - arrested - hidalgo - deputies - txdps \| 59 \| 29_smuggled_arrested_hidalgo_deputies \|
	\| 30 \| texasattorneygeneral - border - brownsville - governor - jorge \| 59 \| 30_texasattorneygeneral_border_brownsville_governor \|
	\| 31 \| banks - bailout - blankfein - sivb - insolvent \| 57 \| 31_banks_bailout_blankfein_sivb \|
	\| 32 \| illegals - biden - amnesty - border - policies \| 57 \| 32_illegals_biden_amnesty_border \|
	\| 33 \| desantis - trumpism - romney - republican - ronna \| 55 \| 33_desantis_trumpism_romney_republican \|
	\| 34 \| republicans - pelosi - mccarthy - impeaching - committees \| 54 \| 34_republicans_pelosi_mccarthy_impeaching \|
	\| 35 \| trump - judge - indictment - blagojevich - viralnewsnyc \| 54 \| 35_trump_judge_indictment_blagojevich \|
	\| 36 \| drag - hookers - lgbt - beastiality - performs \| 53 \| 36_drag_hookers_lgbt_beastiality \|
	\| 37 \| biden - teleprompter - gaffe - jokes - gwen \| 52 \| 37_biden_teleprompter_gaffe_jokes \|
	\| 38 \| riots - parisians - gendarmes - algerian - cherbourg \| 50 \| 38_riots_parisians_gendarmes_algerian \|
	\| 39 \| ireland - finglas - derry - cathaoirleach - clonmel \| 50 \| 39_ireland_finglas_derry_cathaoirleach \|
	\| 40 \| pedophiles - pervert - busted - kidnapper - shane \| 50 \| 40_pedophiles_pervert_busted_kidnapper \|
	\| 41 \| boeing - airliner - pilots - a320 - hartsfield \| 49 \| 41_boeing_airliner_pilots_a320 \|
	\| 42 \| bidenlaptopreport - bribed - whistleblowers - joe - 140million \| 47 \| 42_bidenlaptopreport_bribed_whistleblowers_joe \|
	\| 43 \| migrants - border - yuma - smugglers - bisbee \| 46 \| 43_migrants_border_yuma_smugglers \|
	\| 44 \| manchin - senators - earmarks - moratorium - gulf \| 43 \| 44_manchin_senators_earmarks_moratorium \|
	\| 45 \| followers - myniggle - tweet - clickbait - stewpetersofficial \| 39 \| 45_followers_myniggle_tweet_clickbait \|
	\| 46 \| guns - disarmed - albuquerque - governor - rallied \| 38 \| 46_guns_disarmed_albuquerque_governor \|
	\| 47 \| trudeau - alberta - cbc - _mackenzie - heckled \| 37 \| 47_trudeau_alberta_cbc__mackenzie \|
	\| 48 \| teslas - megawatt - turbines - renewable - coal \| 36 \| 48_teslas_megawatt_turbines_renewable \|
	\| 49 \| nypd - robbery - mugger - punched - boardwalk \| 36 \| 49_nypd_robbery_mugger_punched \|
	\| 50 \| bolsonaro - brasilia - favelas - paulo - janeiro \| 36 \| 50_bolsonaro_brasilia_favelas_paulo \|
	\| 51 \| wikileaks - extradited - julian - journalists - belmarsh \| 35 \| 51_wikileaks_extradited_julian_journalists \|
	\| 52 \| gaza - exterminated - instagram - benshapiro - dumbass \| 34 \| 52_gaza_exterminated_instagram_benshapiro \|
	\| 53 \| trumpo - rushmore - melania - idiots - iceberg \| 32 \| 53_trumpo_rushmore_melania_idiots \|
	\| 54 \| ufc - mayweather - knockouts - backfist - cocksucker \| 32 \| 54_ufc_mayweather_knockouts_backfist \|
	\| 55 \| ukrainehumanrightsabuses - zelenskyy - overthrown - dmytro - ww3 \| 32 \| 55_ukrainehumanrightsabuses_zelenskyy_overthrown_dmytro \|
	\| 56 \| mosques - islamize - cathedral - christianization - mujahid \| 32 \| 56_mosques_islamize_cathedral_christianization \|
	\| 57 \| maui - hawaiians - waihee - wildfires - landowners \| 32 \| 57_maui_hawaiians_waihee_wildfires \|
	\| 58 \| afrikaners - ramaphosa - johannesburg - genocide - plaasmoorde \| 31 \| 58_afrikaners_ramaphosa_johannesburg_genocide \|
	\| 59 \| arrested - felon - molestation - usbp - laredo \| 31 \| 59_arrested_felon_molestation_usbp \|
	\| 60 \| telegram - channels - evans_baked_telegram - redpilldealer4833 - scammers \| 31 \| 60_telegram_channels_evans_baked_telegram_redpilldealer4833 \|
	\| 61 \| statues - charlottesville - tubman - defaced - removed \| 31 \| 61_statues_charlottesville_tubman_defaced \|
	\| 62 \| disney - bambi - blackwash - mermaid - reimagined \| 30 \| 62_disney_bambi_blackwash_mermaid \|
	\| 63 \| antisemite - splc - mossad - greenblatt - blacklisted \| 30 \| 63_antisemite_splc_mossad_greenblatt \|
	\| 64 \| migrants - reynosa - expires - haitian - title \| 29 \| 64_migrants_reynosa_expires_haitian \|
	\| 65 \| carjackers - stolen - robbers - oakland - kia \| 28 \| 65_carjackers_stolen_robbers_oakland \|
	\| 66 \| georgia - prosecutor - fulton - willis - subpoena \| 27 \| 66_georgia_prosecutor_fulton_willis \|
	\| 67 \| women - transgender - serena - powerlifters - navratilova \| 27 \| 67_women_transgender_serena_powerlifters \|
	\| 68 \| bidenflation - cpi - krugman - deficits - reduction \| 27 \| 68_bidenflation_cpi_krugman_deficits \|
	\| 69 \| illegals - taxpayers - billion - bankrupting - dreamers \| 27 \| 69_illegals_taxpayers_billion_bankrupting \|
	\| 70 \| mayor - nypd - adams - illegals - tenants \| 26 \| 70_mayor_nypd_adams_illegals \|
	\| 71 \| deficits - hyperinflation - treasury - trillion - yellen \| 26 \| 71_deficits_hyperinflation_treasury_trillion \|
	\| 72 \| army - enlisting - milley - recruited - rifleman \| 26 \| 72_army_enlisting_milley_recruited \|
	\| 73 \| prosecutors - plea - gun - misdemeanors - delaware \| 26 \| 73_prosecutors_plea_gun_misdemeanors \|
	\| 74 \| abortions - satanic - lujan - baals - ab2223 \| 25 \| 74_abortions_satanic_lujan_baals \|
	\| 75 \| died - stroke - defibrillators - henrique - jaguars \| 25 \| 75_died_stroke_defibrillators_henrique \|
	\| 76 \| shootings - transgender - nashville - martyr - aiden \| 25 \| 76_shootings_transgender_nashville_martyr \|
	\| 77 \| holocaust - treblinka - hitler - mengele - firebombed \| 25 \| 77_holocaust_treblinka_hitler_mengele \|
	\| 78 \| ftx - bankman - zuckerberg - laundering - scandal \| 25 \| 78_ftx_bankman_zuckerberg_laundering \|
	\| 79 \| whales - giraffes - alligator - rescued - manasquan \| 24 \| 79_whales_giraffes_alligator_rescued \|
	\| 80 \| jesus - freedom - rescuing - starring - traffickers \| 24 \| 80_jesus_freedom_rescuing_starring \|
	\| 81 \| antisemite - populism - roseanne - leibowitz - jevvs \| 22 \| 81_antisemite_populism_roseanne_leibowitz \|
	\| 82 \| aipac - zionism - netanyahu - mearsheimer - influencing \| 22 \| 82_aipac_zionism_netanyahu_mearsheimer \|
	\| 83 \| farmers - vlaardingerbroek - spain - protests - blockade \| 22 \| 83_farmers_vlaardingerbroek_spain_protests \|
	\| 84 \| resilience - blackpilled - hopelessness - rebel - rejoice \| 21 \| 84_resilience_blackpilled_hopelessness_rebel \|
	\| 85 \| tiktok - banning - chinafication - ceo - totalitarianism \| 21 \| 85_tiktok_banning_chinafication_ceo \|
	\| 86 \| blackrock - megacorp - larryfink - trillions - privatized \| 21 \| 86_blackrock_megacorp_larryfink_trillions \|
	\| 87 \| censorship - misinformation - reclaimthenet - obama - unconstitutionally \| 20 \| 87_censorship_misinformation_reclaimthenet_obama \|
	\| 88 \| budweiser - mulvaney - drinkers - sponsors - boycott \| 20 \| 88_budweiser_mulvaney_drinkers_sponsors \|
	\| 89 \| boston - children - firefighters - underreported - corpse \| 20 \| 89_boston_children_firefighters_underreported \|

	</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


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

	# MARTINI_enrich_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("AIDA-UPM/MARTINI_enrich_BERTopic_SicilianGorillian2")

	topic_model.get_topic_info()
	```

	## Topic overview

	* Number of topics: 91
	* Number of training documents: 13362

	<details>
	<summary>Click here for an overview of all topics.</summary>

	\| Topic ID \| Topic Keywords \| Topic Frequency \| Label \|
	\|----------\|----------------\|-----------------\|-------\|
	\| -1 \| biden - migrants - arrested - hamas - texas \| 20 \| -1_biden_migrants_arrested_hamas \|
	\| 0 \| blacks - racists - naacp - whiteness - melanin \| 8570 \| 0_blacks_racists_naacp_whiteness \|
	\| 1 \| transgenderism - minors - doctors - detransitioned - hormones \| 236 \| 1_transgenderism_minors_doctors_detransitioned \|
	\| 2 \| fbi - insurrection - pelosi - january - footage \| 178 \| 2_fbi_insurrection_pelosi_january \|
	\| 3 \| gunshots - swat - arrests - lewiston - killed \| 135 \| 3_gunshots_swat_arrests_lewiston \|
	\| 4 \| lampedusa - mussolini - milan - deportations - austria \| 130 \| 4_lampedusa_mussolini_milan_deportations \|
	\| 5 \| sinaloa - tamaulipas - cartel - zacatecas - sicario \| 128 \| 5_sinaloa_tamaulipas_cartel_zacatecas \|
	\| 6 \| teachers - lgbtqi - superintendent - indoctrinating - blackface \| 113 \| 6_teachers_lgbtqi_superintendent_indoctrinating \|
	\| 7 \| epstein - ghislaine - jpmorgan - blackmail - billionaire \| 112 \| 7_epstein_ghislaine_jpmorgan_blackmail \|
	\| 8 \| massachusetts - mbta - mayor - sanctuary - 7news \| 106 \| 8_massachusetts_mbta_mayor_sanctuary \|
	\| 9 \| unvaxxed - vaccinate - pfizer - ivermectin - injected \| 99 \| 9_unvaxxed_vaccinate_pfizer_ivermectin \|
	\| 10 \| petrodollar - currencies - bullion - greenback - yuan \| 98 \| 10_petrodollar_currencies_bullion_greenback \|
	\| 11 \| fentanyl - narcotics - sinaloa - smuggling - overdosed \| 97 \| 11_fentanyl_narcotics_sinaloa_smuggling \|
	\| 12 \| exploded - derailment - hazmat - flames - richland \| 95 \| 12_exploded_derailment_hazmat_flames \|
	\| 13 \| missiles - destroyers - submarine - drone - hormuz \| 91 \| 13_missiles_destroyers_submarine_drone \|
	\| 14 \| gaza - airstrikes - israeli - rafah - massacres \| 89 \| 14_gaza_airstrikes_israeli_rafah \|
	\| 15 \| viralnewsnyc - migrant - bronx - midtown - shelters \| 89 \| 15_viralnewsnyc_migrant_bronx_midtown \|
	\| 16 \| musk - dorsey - tweets - taibbi - shareholders \| 82 \| 16_musk_dorsey_tweets_taibbi \|
	\| 17 \| cbp - migrants - smugglers - illegally - fy2011 \| 73 \| 17_cbp_migrants_smugglers_illegally \|
	\| 18 \| kanye - chappelle - banned - zombieland - marilyn \| 68 \| 18_kanye_chappelle_banned_zombieland \|
	\| 19 \| soros - actblue - philanthropists - donated - fraudulently \| 68 \| 19_soros_actblue_philanthropists_donated \|
	\| 20 \| ukraine - kakhovka - sevastopol - zaporozhye - missiles \| 68 \| 20_ukraine_kakhovka_sevastopol_zaporozhye \|
	\| 21 \| illegals - naperville - mayor - pritzker - sanctuary \| 67 \| 21_illegals_naperville_mayor_pritzker \|
	\| 22 \| greenpeace - methane - junkscience - wheat - hottest \| 66 \| 22_greenpeace_methane_junkscience_wheat \|
	\| 23 \| patton - chickamauga - paratroopers - lifeofthecivilwar - 1942 \| 66 \| 23_patton_chickamauga_paratroopers_lifeofthecivilwar \|
	\| 24 \| illegals - panama - border - cartel - treason \| 65 \| 24_illegals_panama_border_cartel \|
	\| 25 \| migrants - juarez - cbp - crossing - illegally \| 65 \| 25_migrants_juarez_cbp_crossing \|
	\| 26 \| tucker - carlson - murdoch - shadowbanning - intellectuals \| 65 \| 26_tucker_carlson_murdoch_shadowbanning \|
	\| 27 \| deepfake - chatgpt - palantir - technology - websites \| 62 \| 27_deepfake_chatgpt_palantir_technology \|
	\| 28 \| ballots - mandamus - georgia - democrat - tampering \| 60 \| 28_ballots_mandamus_georgia_democrat \|
	\| 29 \| smuggled - arrested - hidalgo - deputies - txdps \| 59 \| 29_smuggled_arrested_hidalgo_deputies \|
	\| 30 \| texasattorneygeneral - border - brownsville - governor - jorge \| 59 \| 30_texasattorneygeneral_border_brownsville_governor \|
	\| 31 \| banks - bailout - blankfein - sivb - insolvent \| 57 \| 31_banks_bailout_blankfein_sivb \|
	\| 32 \| illegals - biden - amnesty - border - policies \| 57 \| 32_illegals_biden_amnesty_border \|
	\| 33 \| desantis - trumpism - romney - republican - ronna \| 55 \| 33_desantis_trumpism_romney_republican \|
	\| 34 \| republicans - pelosi - mccarthy - impeaching - committees \| 54 \| 34_republicans_pelosi_mccarthy_impeaching \|
	\| 35 \| trump - judge - indictment - blagojevich - viralnewsnyc \| 54 \| 35_trump_judge_indictment_blagojevich \|
	\| 36 \| drag - hookers - lgbt - beastiality - performs \| 53 \| 36_drag_hookers_lgbt_beastiality \|
	\| 37 \| biden - teleprompter - gaffe - jokes - gwen \| 52 \| 37_biden_teleprompter_gaffe_jokes \|
	\| 38 \| riots - parisians - gendarmes - algerian - cherbourg \| 50 \| 38_riots_parisians_gendarmes_algerian \|
	\| 39 \| ireland - finglas - derry - cathaoirleach - clonmel \| 50 \| 39_ireland_finglas_derry_cathaoirleach \|
	\| 40 \| pedophiles - pervert - busted - kidnapper - shane \| 50 \| 40_pedophiles_pervert_busted_kidnapper \|
	\| 41 \| boeing - airliner - pilots - a320 - hartsfield \| 49 \| 41_boeing_airliner_pilots_a320 \|
	\| 42 \| bidenlaptopreport - bribed - whistleblowers - joe - 140million \| 47 \| 42_bidenlaptopreport_bribed_whistleblowers_joe \|
	\| 43 \| migrants - border - yuma - smugglers - bisbee \| 46 \| 43_migrants_border_yuma_smugglers \|
	\| 44 \| manchin - senators - earmarks - moratorium - gulf \| 43 \| 44_manchin_senators_earmarks_moratorium \|
	\| 45 \| followers - myniggle - tweet - clickbait - stewpetersofficial \| 39 \| 45_followers_myniggle_tweet_clickbait \|
	\| 46 \| guns - disarmed - albuquerque - governor - rallied \| 38 \| 46_guns_disarmed_albuquerque_governor \|
	\| 47 \| trudeau - alberta - cbc - _mackenzie - heckled \| 37 \| 47_trudeau_alberta_cbc__mackenzie \|
	\| 48 \| teslas - megawatt - turbines - renewable - coal \| 36 \| 48_teslas_megawatt_turbines_renewable \|
	\| 49 \| nypd - robbery - mugger - punched - boardwalk \| 36 \| 49_nypd_robbery_mugger_punched \|
	\| 50 \| bolsonaro - brasilia - favelas - paulo - janeiro \| 36 \| 50_bolsonaro_brasilia_favelas_paulo \|
	\| 51 \| wikileaks - extradited - julian - journalists - belmarsh \| 35 \| 51_wikileaks_extradited_julian_journalists \|
	\| 52 \| gaza - exterminated - instagram - benshapiro - dumbass \| 34 \| 52_gaza_exterminated_instagram_benshapiro \|
	\| 53 \| trumpo - rushmore - melania - idiots - iceberg \| 32 \| 53_trumpo_rushmore_melania_idiots \|
	\| 54 \| ufc - mayweather - knockouts - backfist - cocksucker \| 32 \| 54_ufc_mayweather_knockouts_backfist \|
	\| 55 \| ukrainehumanrightsabuses - zelenskyy - overthrown - dmytro - ww3 \| 32 \| 55_ukrainehumanrightsabuses_zelenskyy_overthrown_dmytro \|
	\| 56 \| mosques - islamize - cathedral - christianization - mujahid \| 32 \| 56_mosques_islamize_cathedral_christianization \|
	\| 57 \| maui - hawaiians - waihee - wildfires - landowners \| 32 \| 57_maui_hawaiians_waihee_wildfires \|
	\| 58 \| afrikaners - ramaphosa - johannesburg - genocide - plaasmoorde \| 31 \| 58_afrikaners_ramaphosa_johannesburg_genocide \|
	\| 59 \| arrested - felon - molestation - usbp - laredo \| 31 \| 59_arrested_felon_molestation_usbp \|
	\| 60 \| telegram - channels - evans_baked_telegram - redpilldealer4833 - scammers \| 31 \| 60_telegram_channels_evans_baked_telegram_redpilldealer4833 \|
	\| 61 \| statues - charlottesville - tubman - defaced - removed \| 31 \| 61_statues_charlottesville_tubman_defaced \|
	\| 62 \| disney - bambi - blackwash - mermaid - reimagined \| 30 \| 62_disney_bambi_blackwash_mermaid \|
	\| 63 \| antisemite - splc - mossad - greenblatt - blacklisted \| 30 \| 63_antisemite_splc_mossad_greenblatt \|
	\| 64 \| migrants - reynosa - expires - haitian - title \| 29 \| 64_migrants_reynosa_expires_haitian \|
	\| 65 \| carjackers - stolen - robbers - oakland - kia \| 28 \| 65_carjackers_stolen_robbers_oakland \|
	\| 66 \| georgia - prosecutor - fulton - willis - subpoena \| 27 \| 66_georgia_prosecutor_fulton_willis \|
	\| 67 \| women - transgender - serena - powerlifters - navratilova \| 27 \| 67_women_transgender_serena_powerlifters \|
	\| 68 \| bidenflation - cpi - krugman - deficits - reduction \| 27 \| 68_bidenflation_cpi_krugman_deficits \|
	\| 69 \| illegals - taxpayers - billion - bankrupting - dreamers \| 27 \| 69_illegals_taxpayers_billion_bankrupting \|
	\| 70 \| mayor - nypd - adams - illegals - tenants \| 26 \| 70_mayor_nypd_adams_illegals \|
	\| 71 \| deficits - hyperinflation - treasury - trillion - yellen \| 26 \| 71_deficits_hyperinflation_treasury_trillion \|
	\| 72 \| army - enlisting - milley - recruited - rifleman \| 26 \| 72_army_enlisting_milley_recruited \|
	\| 73 \| prosecutors - plea - gun - misdemeanors - delaware \| 26 \| 73_prosecutors_plea_gun_misdemeanors \|
	\| 74 \| abortions - satanic - lujan - baals - ab2223 \| 25 \| 74_abortions_satanic_lujan_baals \|
	\| 75 \| died - stroke - defibrillators - henrique - jaguars \| 25 \| 75_died_stroke_defibrillators_henrique \|
	\| 76 \| shootings - transgender - nashville - martyr - aiden \| 25 \| 76_shootings_transgender_nashville_martyr \|
	\| 77 \| holocaust - treblinka - hitler - mengele - firebombed \| 25 \| 77_holocaust_treblinka_hitler_mengele \|
	\| 78 \| ftx - bankman - zuckerberg - laundering - scandal \| 25 \| 78_ftx_bankman_zuckerberg_laundering \|
	\| 79 \| whales - giraffes - alligator - rescued - manasquan \| 24 \| 79_whales_giraffes_alligator_rescued \|
	\| 80 \| jesus - freedom - rescuing - starring - traffickers \| 24 \| 80_jesus_freedom_rescuing_starring \|
	\| 81 \| antisemite - populism - roseanne - leibowitz - jevvs \| 22 \| 81_antisemite_populism_roseanne_leibowitz \|
	\| 82 \| aipac - zionism - netanyahu - mearsheimer - influencing \| 22 \| 82_aipac_zionism_netanyahu_mearsheimer \|
	\| 83 \| farmers - vlaardingerbroek - spain - protests - blockade \| 22 \| 83_farmers_vlaardingerbroek_spain_protests \|
	\| 84 \| resilience - blackpilled - hopelessness - rebel - rejoice \| 21 \| 84_resilience_blackpilled_hopelessness_rebel \|
	\| 85 \| tiktok - banning - chinafication - ceo - totalitarianism \| 21 \| 85_tiktok_banning_chinafication_ceo \|
	\| 86 \| blackrock - megacorp - larryfink - trillions - privatized \| 21 \| 86_blackrock_megacorp_larryfink_trillions \|
	\| 87 \| censorship - misinformation - reclaimthenet - obama - unconstitutionally \| 20 \| 87_censorship_misinformation_reclaimthenet_obama \|
	\| 88 \| budweiser - mulvaney - drinkers - sponsors - boycott \| 20 \| 88_budweiser_mulvaney_drinkers_sponsors \|
	\| 89 \| boston - children - firefighters - underreported - corpse \| 20 \| 89_boston_children_firefighters_underreported \|

	</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