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

# MARTINI_enrich_BERTopic_police_frequency

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_police_frequency")

topic_model.get_topic_info()
```

## Topic overview

* Number of topics: 451
* Number of training documents: 65801

<details>
  <summary>Click here for an overview of all topics.</summary>
  
  | Topic ID | Topic Keywords | Topic Frequency | Label | 
|----------|----------------|-----------------|-------| 
| -1 | deputies - miami - crashed - crimes - captured | 20 | -1_deputies_miami_crashed_crimes | 
| 0 | sinaloa - guanajuato - tamaulipas - tijuana - sicario | 40162 | 0_sinaloa_guanajuato_tamaulipas_tijuana | 
| 1 | nypd - bronx - gunfire - elmhurst - avenue | 401 | 1_nypd_bronx_gunfire_elmhurst | 
| 2 | chasing - carjackers - northbound - mph - glendale | 333 | 2_chasing_carjackers_northbound_mph | 
| 3 | hongkongers - tiananmen - protester - shenzhen - marched | 307 | 3_hongkongers_tiananmen_protester_shenzhen | 
| 4 | k9s - bloodhound - euthanized - rambo - johnstown | 302 | 4_k9s_bloodhound_euthanized_rambo | 
| 5 | rioters - barricades - willamette - courthouse - firework | 285 | 5_rioters_barricades_willamette_courthouse | 
| 6 | lgbtq - superintendent - fairfax - indoctrinate - classroom | 279 | 6_lgbtq_superintendent_fairfax_indoctrinate | 
| 7 | liberalmedia - indoctrination - newscum - contradictions - shitshow | 267 | 7_liberalmedia_indoctrination_newscum_contradictions | 
| 8 | saudi - airstrikes - soleimani - rouhani - tankers | 250 | 8_saudi_airstrikes_soleimani_rouhani | 
| 9 | homelessness - garcetti - billions - rents - 2010 | 238 | 9_homelessness_garcetti_billions_rents | 
| 10 | phoenix - maricopa - incident - sergeant - 911 | 229 | 10_phoenix_maricopa_incident_sergeant | 
| 11 | robberies - suspects - gunpoint - northridge - snatched | 191 | 11_robberies_suspects_gunpoint_northridge | 
| 12 | leopards - lionesses - serengeti - baboons - impala | 186 | 12_leopards_lionesses_serengeti_baboons | 
| 13 | lapd - handgun - lethal - machete - hernandez | 184 | 13_lapd_handgun_lethal_machete | 
| 14 | coronavirus - wuhan - outbreaks - quarantined - worldwide | 184 | 14_coronavirus_wuhan_outbreaks_quarantined | 
| 15 | londoners - protest - westminster - lockdown - decriminalised | 183 | 15_londoners_protest_westminster_lockdown | 
| 16 | defund - democrats - murders - mcauliffe - hypocritical | 174 | 16_defund_democrats_murders_mcauliffe | 
| 17 | swat - lasd - armed - palmdale - barricaded | 171 | 17_swat_lasd_armed_palmdale | 
| 18 | biden - doj - giuliani - subpoenas - corrupt | 158 | 18_biden_doj_giuliani_subpoenas | 
| 19 | vegas - disturbance - guests - intoxicated - prostitute | 156 | 19_vegas_disturbance_guests_intoxicated | 
| 20 | vegas - nlvpd - stabbing - shakur - nellis | 156 | 20_vegas_nlvpd_stabbing_shakur | 
| 21 | crimewatchmpls - minneapolis - hennepin - burnsville - curfew | 152 | 21_crimewatchmpls_minneapolis_hennepin_burnsville | 
| 22 | tornadoes - nashville - tupelo - alabama - fredricktown | 150 | 22_tornadoes_nashville_tupelo_alabama | 
| 23 | tornadoes - iowa - mesocyclone - scottsbluff - mn | 148 | 23_tornadoes_iowa_mesocyclone_scottsbluff | 
| 24 | riots - chile - policeman - demonstrators - managua | 146 | 24_riots_chile_policeman_demonstrators | 
| 25 | sdny - protesters - zuccotti - vaxxed - antimandates | 144 | 25_sdny_protesters_zuccotti_vaxxed | 
| 26 | tucker - lindelltv - msnbc - neoconservative - voters | 139 | 26_tucker_lindelltv_msnbc_neoconservative | 
| 27 | murdered - cops - unarmed - impunity - buckshot | 139 | 27_murdered_cops_unarmed_impunity | 
| 28 | pflugerville - shooter - dallas - hostage - active | 139 | 28_pflugerville_shooter_dallas_hostage | 
| 29 | abducted - kamille - vanished - mckinney - daughters | 135 | 29_abducted_kamille_vanished_mckinney | 
| 30 | died - oldest - burt - hagler - presley | 134 | 30_died_oldest_burt_hagler | 
| 31 | derailment - railyard - boxcars - hazmat - spilled | 131 | 31_derailment_railyard_boxcars_hazmat | 
| 32 | ballots - disenfranchised - gubernatorial - maricopa - maladministration | 131 | 32_ballots_disenfranchised_gubernatorial_maricopa | 
| 33 | fentanyl - narcotics - cbp - nogales - pounds | 128 | 33_fentanyl_narcotics_cbp_nogales | 
| 34 | forecasts - blizzard - thunderstorms - northeast - winds | 122 | 34_forecasts_blizzard_thunderstorms_northeast | 
| 35 | counterprotesters - lapd - myburbank - skirmish - happening | 121 | 35_counterprotesters_lapd_myburbank_skirmish | 
| 36 | murdered - cops - manhunt - ambushed - headbutted | 119 | 36_murdered_cops_manhunt_ambushed | 
| 37 | dashcam - motorway - vauxhall - swerves - 70mph | 119 | 37_dashcam_motorway_vauxhall_swerves | 
| 38 | seattlepd - rioters - antifa - capitol - barricades | 118 | 38_seattlepd_rioters_antifa_capitol | 
| 39 | lasd - missing - santaclarita - lilliana - 3l5aez9 | 118 | 39_lasd_missing_santaclarita_lilliana | 
| 40 | migrants - tijuana - tapachula - hondurans - mujica | 116 | 40_migrants_tijuana_tapachula_hondurans | 
| 41 | lasd - deputy - murdered - anderson - condolences | 114 | 41_lasd_deputy_murdered_anderson | 
| 42 | fdny - clevelandfire - firefighter - batteries - explosions | 114 | 42_fdny_clevelandfire_firefighter_batteries | 
| 43 | migrants - crossing - illegally - cartel - nicaragua | 113 | 43_migrants_crossing_illegally_cartel | 
| 44 | murfreesboro - nolensville - knoxville - gunfire - nissan | 112 | 44_murfreesboro_nolensville_knoxville_gunfire | 
| 45 | baltimore - maryland - towson - hyattsville - glenarden | 112 | 45_baltimore_maryland_towson_hyattsville | 
| 46 | sharks - whale - gansbaai - hammerhead - bitten | 111 | 46_sharks_whale_gansbaai_hammerhead | 
| 47 | newsom - californians - gubernatorial - filibustering - greasygavin | 109 | 47_newsom_californians_gubernatorial_filibustering | 
| 48 | mueller - comey - watergate - colluded - newsmax | 109 | 48_mueller_comey_watergate_colluded | 
| 49 | gunned - ambush - attacks - 2023 - enforcement | 105 | 49_gunned_ambush_attacks_2023 | 
| 50 | thunderstorms - stormy - forecasts - today - risky | 105 | 50_thunderstorms_stormy_forecasts_today | 
| 51 | modesto - handgun - callahan - detective - discharged | 105 | 51_modesto_handgun_callahan_detective | 
| 52 | molesting - sentenced - weinstein - metoo - sodomy | 103 | 52_molesting_sentenced_weinstein_metoo | 
| 53 | deportations - cbp - 944fy22 - december - encounters | 102 | 53_deportations_cbp_944fy22_december | 
| 54 | kilauea - eruptions - volcanic - popocatepetl - sumatra | 101 | 54_kilauea_eruptions_volcanic_popocatepetl | 
| 55 | zelensky - volodymyr - blinken - russia - newsmax | 100 | 55_zelensky_volodymyr_blinken_russia | 
| 56 | gunshot - anacostia - metrobus - brightwood - newsham | 99 | 56_gunshot_anacostia_metrobus_brightwood | 
| 57 | ottawa - trudeau - saskatchewan - ctvnews - trucker | 99 | 57_ottawa_trudeau_saskatchewan_ctvnews | 
| 58 | fentanyl - 813lbs - raul - felons - seized | 98 | 58_fentanyl_813lbs_raul_felons | 
| 59 | gasprices - socalgas - californians - unleaded - skyrocketing | 97 | 59_gasprices_socalgas_californians_unleaded | 
| 60 | fentanyl - naloxone - oxymorphone - overdoses - sackler | 96 | 60_fentanyl_naloxone_oxymorphone_overdoses | 
| 61 | deputy - watauga - sumter - crimestoppers - herndon | 96 | 61_deputy_watauga_sumter_crimestoppers | 
| 62 | tsunami - aftershocks - epicenter - alaska - sulawesi | 95 | 62_tsunami_aftershocks_epicenter_alaska | 
| 63 | freeway - southbound - irwindale - crash - closed | 94 | 63_freeway_southbound_irwindale_crash | 
| 64 | bears - moose - banff - alyeska - yosemite | 94 | 64_bears_moose_banff_alyeska | 
| 65 | johannesburg - soweto - polokwane - pietermaritzburg - apartheid | 91 | 65_johannesburg_soweto_polokwane_pietermaritzburg | 
| 66 | villanueva - lasdwill - hqsiempre - servirles - shyalpa | 91 | 66_villanueva_lasdwill_hqsiempre_servirles | 
| 67 | migrants - drt - smugglers - patrol - garza | 91 | 67_migrants_drt_smugglers_patrol | 
| 68 | migrants - matamoros - cbp - honduras - expedited | 90 | 68_migrants_matamoros_cbp_honduras | 
| 69 | hennepin - jury - manslaughter - george - guilty | 90 | 69_hennepin_jury_manslaughter_george | 
| 70 | blm - billions - donations - unaccounted - anarchists | 90 | 70_blm_billions_donations_unaccounted | 
| 71 | chicagopolice - 630lootingtaskforce - suspected - contact - jd338411 | 89 | 71_chicagopolice_630lootingtaskforce_suspected_contact | 
| 72 | trump - indictments - trial - impaneled - lawyer | 89 | 72_trump_indictments_trial_impaneled | 
| 73 | snake - constrictor - venomous - devouring - centipede | 89 | 73_snake_constrictor_venomous_devouring | 
| 74 | sunk - lifeboat - warship - tanker - wakashio | 88 | 74_sunk_lifeboat_warship_tanker | 
| 75 | philadelphia - homicide - hooded - svu - 20000 | 88 | 75_philadelphia_homicide_hooded_svu | 
| 76 | metrodetroitnews - saginaw - southfield - pontiac - speeding | 87 | 76_metrodetroitnews_saginaw_southfield_pontiac | 
| 77 | kenosha - prosecutors - bail - ofmistrial - 17yos | 87 | 77_kenosha_prosecutors_bail_ofmistrial | 
| 78 | psalm - selah - deuteronomy - jeremiah - merciful | 86 | 78_psalm_selah_deuteronomy_jeremiah | 
| 79 | zuckerberg - newsfeed - whatsapp - censorship - adverts | 85 | 79_zuckerberg_newsfeed_whatsapp_censorship | 
| 80 | lasd - homicide - harlan - maywood - 11400blk | 85 | 80_lasd_homicide_harlan_maywood | 
| 81 | texans - deporting - border - governor - desantis | 84 | 81_texans_deporting_border_governor | 
| 82 | villanueva - lasdevents - undersherrif - lawndale - burbank | 82 | 82_villanueva_lasdevents_undersherrif_lawndale | 
| 83 | whales - seahorses - underwater - faroe - squid | 80 | 83_whales_seahorses_underwater_faroe | 
| 84 | hurricaneida - superstorm - dorian - carolinas - 155mph | 79 | 84_hurricaneida_superstorm_dorian_carolinas | 
| 85 | smuggled - laredo - txdps - pursued - driver | 78 | 85_smuggled_laredo_txdps_pursued | 
| 86 | somersaults - knievel - bungee - stunt - climber | 78 | 86_somersaults_knievel_bungee_stunt | 
| 87 | brevard - florida - deltona - beretta - bunnell | 78 | 87_brevard_florida_deltona_beretta | 
| 88 | dui - driving - drunk - breathalyzer - crosswalks | 78 | 88_dui_driving_drunk_breathalyzer | 
| 89 | hartsfield - passengers - deplaned - easyjet - layover | 78 | 89_hartsfield_passengers_deplaned_easyjet | 
| 90 | donaldjtrump - iowa - caucuses - live - davenport | 77 | 90_donaldjtrump_iowa_caucuses_live | 
| 91 | twitter - musk - ildonaldotrumpo - banned - shareholders | 75 | 91_twitter_musk_ildonaldotrumpo_banned | 
| 92 | firefighters - brushfire - lafd - pasadena - explosions | 75 | 92_firefighters_brushfire_lafd_pasadena | 
| 93 | losangelescountysheriffsdepartment - villanueva - detainers - supervisorial - laist | 75 | 93_losangelescountysheriffsdepartment_villanueva_detainers_supervisorial | 
| 94 | lasd - swat - lakewood - terrier - reopened | 74 | 94_lasd_swat_lakewood_terrier | 
| 95 | statues - charlottesville - vandalized - lincoln - dethrone | 74 | 95_statues_charlottesville_vandalized_lincoln | 
| 96 | milwauke - wauwatosa - ashwaubenon - investigated - appleton | 73 | 96_milwauke_wauwatosa_ashwaubenon_investigated | 
| 97 | joinlapd - graduated - congratulations - cadets - pasadena | 73 | 97_joinlapd_graduated_congratulations_cadets | 
| 98 | silver - goldendale - monterey - bakersfield - counties | 73 | 98_silver_goldendale_monterey_bakersfield | 
| 99 | puyallup - belltown - snohomish - spanaway - witnesses | 71 | 99_puyallup_belltown_snohomish_spanaway | 
| 100 | nypd - pallbearers - coughlin - sergeants - quaranting | 70 | 100_nypd_pallbearers_coughlin_sergeants | 
| 101 | brexiteer - remainers - newsboris - prorogation - balmoral | 70 | 101_brexiteer_remainers_newsboris_prorogation | 
| 102 | maui - hawaii - wahiawa - haleakala - wildfires | 70 | 102_maui_hawaii_wahiawa_haleakala | 
| 103 | keystone - bartiromo - cancels - cpi - gasoline | 69 | 103_keystone_bartiromo_cancels_cpi | 
| 104 | migrants - texas - sanctuary - mayor - busload | 69 | 104_migrants_texas_sanctuary_mayor | 
| 105 | cbp - centro - usajobs - raul - vigilance | 69 | 105_cbp_centro_usajobs_raul | 
| 106 | rgv - hidalgo - smugglers - seriff - noncitizens | 68 | 106_rgv_hidalgo_smugglers_seriff | 
| 107 | burnaby - saskatchewan - fredericton - constable - mississauga | 68 | 107_burnaby_saskatchewan_fredericton_constable | 
| 108 | narco - smugglers - coast - colombia - speedboat | 68 | 108_narco_smugglers_coast_colombia | 
| 109 | terrorist - knifeman - beheaded - austria - christophe | 67 | 109_terrorist_knifeman_beheaded_austria | 
| 110 | tucson - smugglers - huachuca - apprehended - binational | 67 | 110_tucson_smugglers_huachuca_apprehended | 
| 111 | pyongyang - kim - panmunjom - denuclearize - tongchon | 67 | 111_pyongyang_kim_panmunjom_denuclearize | 
| 112 | felon - lopez - nogales - molestation - guatemalan | 66 | 112_felon_lopez_nogales_molestation | 
| 113 | bombings - massacre - lanka - jihadists - mogadishu | 66 | 113_bombings_massacre_lanka_jihadists | 
| 114 | russiagate - whistleblower - redacted - kilmeade - weaponized | 66 | 114_russiagate_whistleblower_redacted_kilmeade | 
| 115 | wildfire - anvilfireor - wyoming - klamaths - canyon | 65 | 115_wildfire_anvilfireor_wyoming_klamaths | 
| 116 | statesville - carolina - mooresville - mecklenburg - gastonia | 65 | 116_statesville_carolina_mooresville_mecklenburg | 
| 117 | brazil - favelas - maracana - bolsonarists - janeiro | 65 | 117_brazil_favelas_maracana_bolsonarists | 
| 118 | shreveport - louisiana - metairie - tangipahoa - slidell | 63 | 118_shreveport_louisiana_metairie_tangipahoa | 
| 119 | floodwaters - nys - straphangers - catastrophic - sewers | 63 | 119_floodwaters_nys_straphangers_catastrophic | 
| 120 | paris - protesta - bastille - republique - mayday | 62 | 120_paris_protesta_bastille_republique | 
| 121 | missing - palmdale - bagdasaryan - gerardo - 477 | 62 | 121_missing_palmdale_bagdasaryan_gerardo | 
| 122 | bail - convicted - felonies - murderer - albuquerque | 62 | 122_bail_convicted_felonies_murderer | 
| 123 | crescenta - school - threats - burglarization - ruckus | 61 | 123_crescenta_school_threats_burglarization | 
| 124 | sbcounty - hotline - roadclosures - snowinfo - 3911 | 61 | 124_sbcounty_hotline_roadclosures_snowinfo | 
| 125 | brawl - bouncers - punch - wetherspoons - bloodsoaked | 61 | 125_brawl_bouncers_punch_wetherspoons | 
| 126 | protest - reichstag - frankfurt - autobahn - dresden | 60 | 126_protest_reichstag_frankfurt_autobahn | 
| 127 | picketers - seiu - fullerton - albertsons - warnermedia | 59 | 127_picketers_seiu_fullerton_albertsons | 
| 128 | pomeranian - pooch - retrievers - dalmatian - labrador | 59 | 128_pomeranian_pooch_retrievers_dalmatian | 
| 129 | rioters - paris - gendarmes - barricades - jaunes | 59 | 129_rioters_paris_gendarmes_barricades | 
| 130 | fauci - vax - tucker - unvaccinated - declassified | 59 | 130_fauci_vax_tucker_unvaccinated | 
| 131 | patriots - broncos - touchdowns - gronkowski - championship | 59 | 131_patriots_broncos_touchdowns_gronkowski | 
| 132 | phoenix - joinphxpd - tyler - cmdr - badge | 59 | 132_phoenix_joinphxpd_tyler_cmdr | 
| 133 | louisville - shooter - frankfort - metrosafe - eyewitnesses | 59 | 133_louisville_shooter_frankfort_metrosafe | 
| 134 | hurricanes - subtropical - leeward - caribbean - gusty | 59 | 134_hurricanes_subtropical_leeward_caribbean | 
| 135 | fireworks - angelenos - july - celebrators - safely | 59 | 135_fireworks_angelenos_july_celebrators | 
| 136 | explosion - scalding - pemex - leak - yunnan | 58 | 136_explosion_scalding_pemex_leak | 
| 137 | yucaipa - evacuation - redlands - mokelumne - rockslides | 58 | 137_yucaipa_evacuation_redlands_mokelumne | 
| 138 | ephesians - kjv - glory - godhead - supplication | 58 | 138_ephesians_kjv_glory_godhead | 
| 139 | australia - wollongong - lockdowns - fawkner - victoria | 58 | 139_australia_wollongong_lockdowns_fawkner | 
| 140 | portlandoregon - gresham - bouncer - carjacked - precinct | 57 | 140_portlandoregon_gresham_bouncer_carjacked | 
| 141 | michigan - capitol - granholm - mobilizes - voter | 57 | 141_michigan_capitol_granholm_mobilizes | 
| 142 | pileup - accidents - txdot - snowplows - 45mph | 57 | 142_pileup_accidents_txdot_snowplows | 
| 143 | nypd - bronx - straphanger - stabbed - mugging | 56 | 143_nypd_bronx_straphanger_stabbed | 
| 144 | ufo - declassified - extraterrestrials - pentagon - pilots | 56 | 144_ufo_declassified_extraterrestrials_pentagon | 
| 145 | derailment - ohio - toxic - nuked - ethanol | 56 | 145_derailment_ohio_toxic_nuked | 
| 146 | crash - interstate - freightliner - overturned - tallapoosa | 56 | 146_crash_interstate_freightliner_overturned | 
| 147 | gun - amendments - 2nd - lies - mihalski | 56 | 147_gun_amendments_2nd_lies | 
| 148 | alligators - everglades - snake - spotted - sarasota | 55 | 148_alligators_everglades_snake_spotted | 
| 149 | nypd - prosecuted - defund - brazen - alvin | 54 | 149_nypd_prosecuted_defund_brazen | 
| 150 | humantraffickinghotline - arrests - scottsdale - exploited - pornography | 54 | 150_humantraffickinghotline_arrests_scottsdale_exploited | 
| 151 | gunshot - illinois - evanston - bolingbrook - englewood | 54 | 151_gunshot_illinois_evanston_bolingbrook | 
| 152 | stabbings - knifeman - kensington - blackheath - policeman | 53 | 152_stabbings_knifeman_kensington_blackheath | 
| 153 | revolvers - 45acp - trailblazerfirearms - 9mm - trijicon | 53 | 153_revolvers_45acp_trailblazerfirearms_9mm | 
| 154 | tornado - arkansas - texas - baytown - warning | 53 | 154_tornado_arkansas_texas_baytown | 
| 155 | narcotics - seized - 27lbs - usd - mg | 53 | 155_narcotics_seized_27lbs_usd | 
| 156 | mariupol - yanukovych - dnipropetrovsk - khmelnytskyi - policemen | 53 | 156_mariupol_yanukovych_dnipropetrovsk_khmelnytskyi | 
| 157 | flagpoles - blue - uniforms - cheerleaders - saugus | 53 | 157_flagpoles_blue_uniforms_cheerleaders | 
| 158 | felons - handgun - sbpd - impounded - prohibited | 53 | 158_felons_handgun_sbpd_impounded | 
| 159 | ny4palestine - hamas - viralnewsnyc - extremists - midwood | 53 | 159_ny4palestine_hamas_viralnewsnyc_extremists | 
| 160 | sanbernardino - sbpd - dispatchers - apply - lateral | 52 | 160_sanbernardino_sbpd_dispatchers_apply | 
| 161 | sarcophagi - saqqara - hieroglyphs - archaeologist - neferirkare | 52 | 161_sarcophagi_saqqara_hieroglyphs_archaeologist | 
| 162 | retired - sergeant - congratulations - ramirez - lillian | 52 | 162_retired_sergeant_congratulations_ramirez | 
| 163 | abortion - counterprotest - scotus - kavanaugh - overturning | 52 | 163_abortion_counterprotest_scotus_kavanaugh | 
| 164 | scammers - fraud - cybercrimes - spoofing - impersonators | 51 | 164_scammers_fraud_cybercrimes_spoofing | 
| 165 | eyeballs - cruel - insane - lol - poisoned | 51 | 165_eyeballs_cruel_insane_lol | 
| 166 | wildfires - cal_fire - latest - active - calcareers | 51 | 166_wildfires_cal_fire_latest_active | 
| 167 | stabbings - unprovoked - canoga - homeless - scissors | 51 | 167_stabbings_unprovoked_canoga_homeless | 
| 168 | asteroids - nasa - lightyears - hubble - galaxies | 51 | 168_asteroids_nasa_lightyears_hubble | 
| 169 | balloon - norad - stratospheric - spying - dirigible | 51 | 169_balloon_norad_stratospheric_spying | 
| 170 | arvada - columbine - shooter - lakewood - sheridan | 51 | 170_arvada_columbine_shooter_lakewood | 
| 171 | gwinnett - shooter - clayton - dekalb - jonesboro | 50 | 171_gwinnett_shooter_clayton_dekalb | 
| 172 | chicago - alderman - lori - lightfoot - perpetrators | 50 | 172_chicago_alderman_lori_lightfoot | 
| 173 | kitties - pussycat - meow - purrfect - clawed | 50 | 173_kitties_pussycat_meow_purrfect | 
| 174 | terrorgram - banned - messages - unblock_group - subscribers | 50 | 174_terrorgram_banned_messages_unblock_group | 
| 175 | talladega - kenseth - harvick - lvmotorspeedway - wreck | 49 | 175_talladega_kenseth_harvick_lvmotorspeedway | 
| 176 | taliban - afganistan - kabul - kandahar - zabihullah | 49 | 176_taliban_afganistan_kabul_kandahar | 
| 177 | plane - crashed - oxnard - copter - cessna | 49 | 177_plane_crashed_oxnard_copter | 
| 178 | lukashenko - minsk - riots - nursultan - authoritarian | 49 | 178_lukashenko_minsk_riots_nursultan | 
| 179 | atlanta - garrett - indicted - rolfe - bodycams | 49 | 179_atlanta_garrett_indicted_rolfe | 
| 180 | crimewatchmpls - burnsville - dwi - ambulance - 140mph | 49 | 180_crimewatchmpls_burnsville_dwi_ambulance | 
| 181 | oakland - burglars - milpitas - sinclair - daly | 48 | 181_oakland_burglars_milpitas_sinclair | 
| 182 | airport - a320 - fuselage - sukhoi - spicejet | 48 | 182_airport_a320_fuselage_sukhoi | 
| 183 | explosion - firefighters - evansville - pottstown - townhomes | 48 | 183_explosion_firefighters_evansville_pottstown | 
| 184 | migrants - reynosa - arriving - news - nicaragua | 48 | 184_migrants_reynosa_arriving_news | 
| 185 | trumping - bannon - republican - santorum - voters | 48 | 185_trumping_bannon_republican_santorum | 
| 186 | siskiyou - wildfire - evacuations - readynevadacounty - tahoe | 48 | 186_siskiyou_wildfire_evacuations_readynevadacounty | 
| 187 | columbus - ohiohealth - westerville - marysville - readmitted | 48 | 187_columbus_ohiohealth_westerville_marysville | 
| 188 | prosecutors - resentencing - george - kpcc - solano | 48 | 188_prosecutors_resentencing_george_kpcc | 
| 189 | capitol - realclearinvestigations - insurrectionists - mcabee - jan | 48 | 189_capitol_realclearinvestigations_insurrectionists_mcabee | 
| 190 | quakes - milpitas - calaveras - miles - magnitude | 47 | 190_quakes_milpitas_calaveras_miles | 
| 191 | uvalde - hisd - killeen - shooter - barricaded | 47 | 191_uvalde_hisd_killeen_shooter | 
| 192 | lacrimestoppers - crosswalk - miramar - collided - hyundai | 47 | 192_lacrimestoppers_crosswalk_miramar_collided | 
| 193 | parade - leningrad - suvorov - putin - maslenitsa | 46 | 193_parade_leningrad_suvorov_putin | 
| 194 | maskless - lausd - unvax - walkout - classroom | 46 | 194_maskless_lausd_unvax_walkout | 
| 195 | washington - activists - march - filibuster - reparations | 46 | 195_washington_activists_march_filibuster | 
| 196 | shootings - philladelphia - victims - overbrook - 37yr | 46 | 196_shootings_philladelphia_victims_overbrook | 
| 197 | dodgers - pitchers - postseason - shortstop - gleyber | 46 | 197_dodgers_pitchers_postseason_shortstop | 
| 198 | rescued - flames - electrocuted - corey - hermosillo | 45 | 198_rescued_flames_electrocuted_corey | 
| 199 | joker - gandalf - scarface - starring - 1h31min | 45 | 199_joker_gandalf_scarface_starring | 
| 200 | laura - kellyanne - nevertrumpers - insurrectionists - propagandistic | 45 | 200_laura_kellyanne_nevertrumpers_insurrectionists | 
| 201 | lapd - garcetti - cutbacks - councilmen - fiscal | 45 | 201_lapd_garcetti_cutbacks_councilmen | 
| 202 | stimulus - taxpayers - eligibility - check - trillion | 44 | 202_stimulus_taxpayers_eligibility_check | 
| 203 | accident - temecula - collided - freeway - oxnard | 44 | 203_accident_temecula_collided_freeway | 
| 204 | illegals - yuma - mexicali - border - hernandez | 44 | 204_illegals_yuma_mexicali_border | 
| 205 | tesla - driverless - nhtsa - 128mph - blackhawk | 44 | 205_tesla_driverless_nhtsa_128mph | 
| 206 | flooding - cucamonga - glendale - northridge - riverside | 44 | 206_flooding_cucamonga_glendale_northridge | 
| 207 | maduro - caracas - sanctions - blackout - carlota | 43 | 207_maduro_caracas_sanctions_blackout | 
| 208 | philippine - cajayon - camacho - councilmen - donated | 43 | 208_philippine_cajayon_camacho_councilmen | 
| 209 | china - milley - ww3 - pentagon - missiles | 43 | 209_china_milley_ww3_pentagon | 
| 210 | lapd - tasers - fighting - wilshire - 51st | 43 | 210_lapd_tasers_fighting_wilshire | 
| 211 | offenders - deported - unlawfully - sodomy - brackettville | 43 | 211_offenders_deported_unlawfully_sodomy | 
| 212 | calfire - fallbrook - riverside - glendora - evacuations | 43 | 212_calfire_fallbrook_riverside_glendora | 
| 213 | narcotics - lapd_gnd - seized - carranza - xanax | 43 | 213_narcotics_lapd_gnd_seized_carranza | 
| 214 | melania - flotus - shinzo - sumo - imperial | 43 | 214_melania_flotus_shinzo_sumo | 
| 215 | supermoon - gibbous - halloween - penumbral - february | 43 | 215_supermoon_gibbous_halloween_penumbral | 
| 216 | wildfire - longmont - arvada - evacuations - cherryvale | 42 | 216_wildfire_longmont_arvada_evacuations | 
| 217 | demonstrations - lapd - pedestrian - southbound - delays | 42 | 217_demonstrations_lapd_pedestrian_southbound | 
| 218 | soccer - women - champions - megan - france | 42 | 218_soccer_women_champions_megan | 
| 219 | normandy - 1944 - anniversary - trenches - supermarine | 42 | 219_normandy_1944_anniversary_trenches | 
| 220 | gunmen - inglewood - victims - pedro - fatally | 42 | 220_gunmen_inglewood_victims_pedro | 
| 221 | lasd - santa - volunteers - scv - mauricio | 41 | 221_lasd_santa_volunteers_scv | 
| 222 | mars - rover - bennu - crater - orbiter | 41 | 222_mars_rover_bennu_crater | 
| 223 | rescue - airlifted - palmdale - mountainside - chute | 41 | 223_rescue_airlifted_palmdale_mountainside | 
| 224 | sinterklaas - nativity - sleighs - gondolas - silvestri | 41 | 224_sinterklaas_nativity_sleighs_gondolas | 
| 225 | salcedo - republicans - leftists - tyranny - antisemitic | 40 | 225_salcedo_republicans_leftists_tyranny | 
| 226 | mcdonalds - mcmayhem - fries - brawl - waffle | 40 | 226_mcdonalds_mcmayhem_fries_brawl | 
| 227 | felons - prisoners - reoffending - lunatics - violent | 40 | 227_felons_prisoners_reoffending_lunatics | 
| 228 | motorist - furious - swerved - smashing - vauxhall | 40 | 228_motorist_furious_swerved_smashing | 
| 229 | tornadoes - lubbock - perryton - jacksboro - deweyville | 40 | 229_tornadoes_lubbock_perryton_jacksboro | 
| 230 | collapses - demolished - bronx - multistory - chimney | 39 | 230_collapses_demolished_bronx_multistory | 
| 231 | kansas - gunfight - joplin - mosley - swingers | 39 | 231_kansas_gunfight_joplin_mosley | 
| 232 | gaza - israelis - missiles - ashkelon - merkava | 39 | 232_gaza_israelis_missiles_ashkelon | 
| 233 | collision - pasadena - hemet - westbound - dui | 39 | 233_collision_pasadena_hemet_westbound | 
| 234 | nurmagomedov - ufc - boxer - cruiserweight - knockdowns | 39 | 234_nurmagomedov_ufc_boxer_cruiserweight | 
| 235 | pamplona - bullfighters - spain - stampeding - rioja | 39 | 235_pamplona_bullfighters_spain_stampeding | 
| 236 | vaccination - inglewood - april - appointments - eligible | 39 | 236_vaccination_inglewood_april_appointments | 
| 237 | deltona - escambia - 51mph - intracoastal - fleeing | 39 | 237_deltona_escambia_51mph_intracoastal | 
| 238 | calguns - newsom - unconstitutional - ruling - bans | 39 | 238_calguns_newsom_unconstitutional_ruling | 
| 239 | albuquerque - patrolman - gallegos - manzano - farmington | 39 | 239_albuquerque_patrolman_gallegos_manzano | 
| 240 | sfpd - newsom - francisco - 2pac - defund | 39 | 240_sfpd_newsom_francisco_2pac | 
| 241 | executions - clemency - penitentiary - murderer - spartanburg | 38 | 241_executions_clemency_penitentiary_murderer | 
| 242 | lapd - moore - reappointed - commissioners - 2026 | 38 | 242_lapd_moore_reappointed_commissioners | 
| 243 | lakers - kawhi - antetokounmpo - finals - dribbles | 38 | 243_lakers_kawhi_antetokounmpo_finals | 
| 244 | migrants - calais - stowaways - lampedusa - britain | 37 | 244_migrants_calais_stowaways_lampedusa | 
| 245 | illegals - borders - terrorists - lockdowns - somalia | 37 | 245_illegals_borders_terrorists_lockdowns | 
| 246 | karabakh - stepanakert - yerevan - mirzoyan - baghdasaryan | 37 | 246_karabakh_stepanakert_yerevan_mirzoyan | 
| 247 | vladivostok - missiles - submarine - sevastopol - crimea | 37 | 247_vladivostok_missiles_submarine_sevastopol | 
| 248 | detonators - glendale - seb - hazmat - safe | 37 | 248_detonators_glendale_seb_hazmat | 
| 249 | births - decuplets - babysitter - cradling - backseat | 37 | 249_births_decuplets_babysitter_cradling | 
| 250 | lasd - norwalk - deputies - probationers - valinda | 36 | 250_lasd_norwalk_deputies_probationers | 
| 251 | tyranny - bongino - defamation - congresswoman - mistrial | 36 | 251_tyranny_bongino_defamation_congresswoman | 
| 252 | gunmen - pernambuco - favelas - globo - robber | 36 | 252_gunmen_pernambuco_favelas_globo | 
| 253 | homeless - villanueva - boardwalk - countyof - lacd | 36 | 253_homeless_villanueva_boardwalk_countyof | 
| 254 | lightning - struck - clearwater - beachgoers - fairhope | 36 | 254_lightning_struck_clearwater_beachgoers | 
| 255 | northcal - precipitation - forecasted - windiest - meteorologists | 36 | 255_northcal_precipitation_forecasted_windiest | 
| 256 | catalonia - madrid - ramblas - barricades - antifascists | 36 | 256_catalonia_madrid_ramblas_barricades | 
| 257 | lapd - impound - racers - recklessly - intersections | 36 | 257_lapd_impound_racers_recklessly | 
| 258 | hamas - raytheon - airstrikes - sympathizers - walkout | 36 | 258_hamas_raytheon_airstrikes_sympathizers | 
| 259 | atlanta - splc - arrests - extremists - molotovs | 36 | 259_atlanta_splc_arrests_extremists | 
| 260 | dwi - houston - kerrville - jacksboro - constables | 35 | 260_dwi_houston_kerrville_jacksboro | 
| 261 | beirut - explosion - hezbollah - protests - decimated | 35 | 261_beirut_explosion_hezbollah_protests | 
| 262 | alabama - huntsville - gunfire - albertville - bhampolice | 35 | 262_alabama_huntsville_gunfire_albertville | 
| 263 | taliban - americans - stranded - withdraw - beheaded | 35 | 263_taliban_americans_stranded_withdraw | 
| 264 | hijackers - planes - lockerbie - september - 2001 | 35 | 264_hijackers_planes_lockerbie_september | 
| 265 | biden - slurring - gaffes - teleprompter - ridiculous | 34 | 265_biden_slurring_gaffes_teleprompter | 
| 266 | oregonlive - policing - commissioners - defunded - sergeants | 34 | 266_oregonlive_policing_commissioners_defunded | 
| 267 | vaping - smokers - fda - fumes - deaths | 34 | 267_vaping_smokers_fda_fumes | 
| 268 | deputies - cccounty - carrillo - victorville - sonoma | 34 | 268_deputies_cccounty_carrillo_victorville | 
| 269 | wildfires - kamloops - alberta - yukon - evacuated | 34 | 269_wildfires_kamloops_alberta_yukon | 
| 270 | spacex - liftoff - launched - megarocket - droneship | 34 | 270_spacex_liftoff_launched_megarocket | 
| 271 | floods - monsoon - landslide - brihanmumbai - zhejiang | 34 | 271_floods_monsoon_landslide_brihanmumbai | 
| 272 | guns - amendment - ban - unconstitutional - proposals | 34 | 272_guns_amendment_ban_unconstitutional | 
| 273 | chicago - gunfire - offender - supt - beetlejuicevill | 34 | 273_chicago_gunfire_offender_supt | 
| 274 | uefa - wembley - pickford - watford - moenchengladbach | 33 | 274_uefa_wembley_pickford_watford | 
| 275 | quebec - curfews - calgary - mississauga - protestor | 33 | 275_quebec_curfews_calgary_mississauga | 
| 276 | dhs - border - mayorkas - impeachment - alejandro | 33 | 276_dhs_border_mayorkas_impeachment | 
| 277 | wildfire - flagstaff - scottsdale - mohave - prescott | 33 | 277_wildfire_flagstaff_scottsdale_mohave | 
| 278 | windy - calfire - warnings - mendocino - flag | 33 | 278_windy_calfire_warnings_mendocino | 
| 279 | thunderstorms - downpours - radar - southland - waterfall | 33 | 279_thunderstorms_downpours_radar_southland | 
| 280 | warmest - heatwave - yesterday - thermometers - noaa | 33 | 280_warmest_heatwave_yesterday_thermometers | 
| 281 | ghislaine - comey - testified - jeffrey - jurors | 33 | 281_ghislaine_comey_testified_jeffrey | 
| 282 | minneapolis - defund - councilmembers - mppoa - payday | 33 | 282_minneapolis_defund_councilmembers_mppoa | 
| 283 | gunshot - philadelphia - swat - eyewitness - harrowgate | 33 | 283_gunshot_philadelphia_swat_eyewitness | 
| 284 | mitsotakis - rioted - thessaloniki - grigoropoulos - konstantinos | 32 | 284_mitsotakis_rioted_thessaloniki_grigoropoulos | 
| 285 | councilmen - resigned - cedillo - martinez - blm | 32 | 285_councilmen_resigned_cedillo_martinez | 
| 286 | nebraska - killings - cbpd - jones - edgewood | 32 | 286_nebraska_killings_cbpd_jones | 
| 287 | deputy - calhoun - funeral - perris - darnell | 32 | 287_deputy_calhoun_funeral_perris | 
| 288 | lasd - homicide - valinda - maywood - 30700blk | 32 | 288_lasd_homicide_valinda_maywood | 
| 289 | snowfall - forecast - chilly - morning - drizzle | 32 | 289_snowfall_forecast_chilly_morning | 
| 290 | louisville - protesters - militia - lynching - livesmattershow | 32 | 290_louisville_protesters_militia_lynching | 
| 291 | deputy - baytown - harris - barricaded - mcallen | 32 | 291_deputy_baytown_harris_barricaded | 
| 292 | lasd - barricaded - palmdale - avenue - 37600blk | 32 | 292_lasd_barricaded_palmdale_avenue | 
| 293 | maskless - mandates - vaccination - indoor - sonoma | 32 | 293_maskless_mandates_vaccination_indoor | 
| 294 | columbine - broward - shooters - perjury - 2018 | 31 | 294_columbine_broward_shooters_perjury | 
| 295 | outages - wildfires - substation - edison - healdsburg | 31 | 295_outages_wildfires_substation_edison | 
| 296 | snowstorm - accuweather - northeastward - dakotas - transcontinental | 31 | 296_snowstorm_accuweather_northeastward_dakotas | 
| 297 | fireboat - dillon - paramedic - perished - leonardtown | 31 | 297_fireboat_dillon_paramedic_perished | 
| 298 | epstein - conspirators - hanged - jpmorgan - 77million | 31 | 298_epstein_conspirators_hanged_jpmorgan | 
| 299 | netherlands - riots - rotterdam - rijswijk - copenhagen | 31 | 299_netherlands_riots_rotterdam_rijswijk | 
| 300 | norcal - rainfall - forecasts - noaa - blizzard | 31 | 300_norcal_rainfall_forecasts_noaa | 
| 301 | gunman - oakland - fatalities - gilroy - juneteenth | 31 | 301_gunman_oakland_fatalities_gilroy | 
| 302 | shootings - cucamonga - freeway - impounded - fontana | 31 | 302_shootings_cucamonga_freeway_impounded | 
| 303 | heatwave - cooling - stay - pets - hydrate | 31 | 303_heatwave_cooling_stay_pets | 
| 304 | desantis - governor - publix - mandated - revoke | 31 | 304_desantis_governor_publix_mandated | 
| 305 | cosmonauts - spacex - baikonur - deorbit - splashdown | 31 | 305_cosmonauts_spacex_baikonur_deorbit | 
| 306 | cpr - resuscitate - infant - fullertonpd - breathes | 30 | 306_cpr_resuscitate_infant_fullertonpd | 
| 307 | waukesha - darrel - parade - massacre - acquittal | 30 | 307_waukesha_darrel_parade_massacre | 
| 308 | shot - sylmar - downs - scanner - 104th | 30 | 308_shot_sylmar_downs_scanner | 
| 309 | stolen - catalytic - palladium - exhaust - recyclers | 30 | 309_stolen_catalytic_palladium_exhaust | 
| 310 | vaccinated - mandates - lafd - refusing - firefighters | 30 | 310_vaccinated_mandates_lafd_refusing | 
| 311 | illegals - border - tucson - floodgates - senegal | 30 | 311_illegals_border_tucson_floodgates | 
| 312 | meteorologist - snowfall - thunderstorm - subtropical - chilly | 30 | 312_meteorologist_snowfall_thunderstorm_subtropical | 
| 313 | lasd - paramedic - seb - swat - servicios | 30 | 313_lasd_paramedic_seb_swat | 
| 314 | christchurch - terrorist - massacre - breivik - masjid | 30 | 314_christchurch_terrorist_massacre_breivik | 
| 315 | militia - virginia - capitol - sidearms - boogaloo | 30 | 315_militia_virginia_capitol_sidearms | 
| 316 | dispensaries - 420 - legalized - narcofornia - stoned | 29 | 316_dispensaries_420_legalized_narcofornia | 
| 317 | floods - belgium - rhineland - austria - neuenahr | 29 | 317_floods_belgium_rhineland_austria | 
| 318 | tucker - zelenskyy - russia - sanctions - invasion | 29 | 318_tucker_zelenskyy_russia_sanctions | 
| 319 | lasd - beaches - malibu - patrolled - weekend | 29 | 319_lasd_beaches_malibu_patrolled | 
| 320 | hoverbike - aeroplanes - 760mph - jetsuit - propulsion | 29 | 320_hoverbike_aeroplanes_760mph_jetsuit | 
| 321 | sacramento - sfpd - sideshows - vallejo - impounded | 29 | 321_sacramento_sfpd_sideshows_vallejo | 
| 322 | bodysuit - lingerie - contestant - groped - loughborough | 28 | 322_bodysuit_lingerie_contestant_groped | 
| 323 | vegas - rescue - lvfr - northbound - silverado | 28 | 323_vegas_rescue_lvfr_northbound | 
| 324 | socalfirephoto - flame - shasta - pyrocumulonimbus - destroyed | 28 | 324_socalfirephoto_flame_shasta_pyrocumulonimbus | 
| 325 | quake - aftershocks - seismicity - redlands - magnitude | 28 | 325_quake_aftershocks_seismicity_redlands | 
| 326 | hurricane - hilary - catalina - hemet - 44hhlip | 28 | 326_hurricane_hilary_catalina_hemet | 
| 327 | nypd - suspicious - grenade - evacuated - hoboken | 28 | 327_nypd_suspicious_grenade_evacuated | 
| 328 | rescued - puppy - firemen - lifeguard - plunge | 28 | 328_rescued_puppy_firemen_lifeguard | 
| 329 | collapse - miami - surfside - condominiums - highrise | 28 | 329_collapse_miami_surfside_condominiums | 
| 330 | massachusetts - malden - brockton - mbta - trooper | 28 | 330_massachusetts_malden_brockton_mbta | 
| 331 | releasedeputy - cucamonga - shootout - acquitted - murphy | 28 | 331_releasedeputy_cucamonga_shootout_acquitted | 
| 332 | gunman - texarkana - jonesboro - perryville - executed | 28 | 332_gunman_texarkana_jonesboro_perryville | 
| 333 | indonesia - protest - surabaya - prabowo - kurniawan | 27 | 333_indonesia_protest_surabaya_prabowo | 
| 334 | tucker - bannon - liars - videotaped - january | 27 | 334_tucker_bannon_liars_videotaped | 
| 335 | mountainlion - wildlife - prowling - irvine - kittens | 27 | 335_mountainlion_wildlife_prowling_irvine | 
| 336 | wildfires - bastrop - granbury - evacuated - oakshores | 27 | 336_wildfires_bastrop_granbury_evacuated | 
| 337 | indianapolis - shooters - pacers - wayne - pedro | 27 | 337_indianapolis_shooters_pacers_wayne | 
| 338 | gunman - massachusetts - saugus - roxbury - wpri | 27 | 338_gunman_massachusetts_saugus_roxbury | 
| 339 | exploded - iberville - dupont - hazmat - houston | 27 | 339_exploded_iberville_dupont_hazmat | 
| 340 | bitcoin - okcoin - bullish - dollar - investing | 27 | 340_bitcoin_okcoin_bullish_dollar | 
| 341 | wildfires - statewide - acres - active - million | 27 | 341_wildfires_statewide_acres_active | 
| 342 | sukhoi - warplanes - norad - stratotankers - overflying | 27 | 342_sukhoi_warplanes_norad_stratotankers | 
| 343 | txmilitary - smugglers - trespassing - rgv - presidio | 27 | 343_txmilitary_smugglers_trespassing_rgv | 
| 344 | missing - angeles - endangered - sacramento - counties | 26 | 344_missing_angeles_endangered_sacramento | 
| 345 | texas - poweroutage - gigawatts - snowstorm - turbines | 26 | 345_texas_poweroutage_gigawatts_snowstorm | 
| 346 | lasd - rescue - tujunga - helicopter - accident | 26 | 346_lasd_rescue_tujunga_helicopter | 
| 347 | sheriffs - blackhistorymonth - doris - mack - leland | 26 | 347_sheriffs_blackhistorymonth_doris_mack | 
| 348 | fentanyl - arrests - 78lbs - sabatino - ammunition | 26 | 348_fentanyl_arrests_78lbs_sabatino | 
| 349 | thetulsa - pistol - jailer - springdale - mashburn | 26 | 349_thetulsa_pistol_jailer_springdale | 
| 350 | winds - gusty - catalina - coastal - tonight | 26 | 350_winds_gusty_catalina_coastal | 
| 351 | mccarthy - voted - representative - speakership - committees | 26 | 351_mccarthy_voted_representative_speakership | 
| 352 | code - carranza - fugitives - lillian - warrant | 26 | 352_code_carranza_fugitives_lillian | 
| 353 | sheriff - villanueva - newsletter - important - celebrates | 26 | 353_sheriff_villanueva_newsletter_important | 
| 354 | kenosha - rioting - curfew - sheridan - august | 26 | 354_kenosha_rioting_curfew_sheridan | 
| 355 | petitions - george - signed - gascon - relaunch | 26 | 355_petitions_george_signed_gascon | 
| 356 | bogota - protests - catatumbo - noticias - narco | 26 | 356_bogota_protests_catatumbo_noticias | 
| 357 | blagoveshchensk - novokuznetsk - soviet - surgut - policemen | 26 | 357_blagoveshchensk_novokuznetsk_soviet_surgut | 
| 358 | israel - stabbing - terrorists - ghaleb - aljazeera | 26 | 358_israel_stabbing_terrorists_ghaleb | 
| 359 | congresswoman - tlaib - islamophobic - mogadishu - rashida | 25 | 359_congresswoman_tlaib_islamophobic_mogadishu | 
| 360 | nypd - newsome - deblasio - eric - councilwoman | 25 | 360_nypd_newsome_deblasio_eric | 
| 361 | collapses - viaduct - demolished - dongjiang - xinhua | 25 | 361_collapses_viaduct_demolished_dongjiang | 
| 362 | florida - broward - shooter - fatalities - hallandale | 25 | 362_florida_broward_shooter_fatalities | 
| 363 | sylmar - firefighters - lacofire - irwindale - glendora | 25 | 363_sylmar_firefighters_lacofire_irwindale | 
| 364 | alameda - sacramento - silver - mendocino - counties | 25 | 364_alameda_sacramento_silver_mendocino | 
| 365 | flightaware - cancellations - planes - outage - turbulence | 25 | 365_flightaware_cancellations_planes_outage | 
| 366 | helicopters - crashed - louisiana - survivors - burwell | 25 | 366_helicopters_crashed_louisiana_survivors | 
| 367 | protesters - portland - enforcement - reuters - democratic | 25 | 367_protesters_portland_enforcement_reuters | 
| 368 | abortions - obstetricians - fallopian - overrule - annulling | 25 | 368_abortions_obstetricians_fallopian_overrule | 
| 369 | beetlejuicevill - lincolnwood - gunpoint - carjacked - pulaski | 25 | 369_beetlejuicevill_lincolnwood_gunpoint_carjacked | 
| 370 | bail - arrestees - pretrial - misdemeanors - reinstated | 25 | 370_bail_arrestees_pretrial_misdemeanors | 
| 371 | emissions - proterra - diesel - batteries - solyndra | 25 | 371_emissions_proterra_diesel_batteries | 
| 372 | lewiston - manhunt - yarmouth - deer - locations | 25 | 372_lewiston_manhunt_yarmouth_deer | 
| 373 | perpetrators - stopantisemitism - koreatown - vandalized - hatzola | 25 | 373_perpetrators_stopantisemitism_koreatown_vandalized | 
| 374 | jesus - commandments - kjv - believeth - matthew | 24 | 374_jesus_commandments_kjv_believeth | 
| 375 | spruce - tallest - ornaments - rockefeller - crane | 24 | 375_spruce_tallest_ornaments_rockefeller | 
| 376 | palestinians - israeli - jerusalem - outpost - atziyon | 24 | 376_palestinians_israeli_jerusalem_outpost | 
| 377 | charlottesville - blacksburg - shooter - roanoke - manhunt | 24 | 377_charlottesville_blacksburg_shooter_roanoke | 
| 378 | euromillions - 158million - millionaire - winners - lucky | 24 | 378_euromillions_158million_millionaire_winners | 
| 379 | hurricane - bahamas - dorian - devastation - survivors | 24 | 379_hurricane_bahamas_dorian_devastation | 
| 380 | haiti - moise - rioted - detainees - assassination | 24 | 380_haiti_moise_rioted_detainees | 
| 381 | rochester - shootings - walmart - stampeded - harris | 24 | 381_rochester_shootings_walmart_stampeded | 
| 382 | utah - sniper - weber - slcpd - grantsville | 24 | 382_utah_sniper_weber_slcpd | 
| 383 | lasd - monterey - merry - donated - mattel | 24 | 383_lasd_monterey_merry_donated | 
| 384 | impeaching - bidens - representatives - joe - accountable | 24 | 384_impeaching_bidens_representatives_joe | 
| 385 | protests - bangkok - vajiralongkorn - pattanacharoen - prayuth | 24 | 385_protests_bangkok_vajiralongkorn_pattanacharoen | 
| 386 | seattle - homicides - defund - recruitment - spd | 24 | 386_seattle_homicides_defund_recruitment | 
| 387 | cyberespionage - fireeye - sandia - compromised - attackers | 24 | 387_cyberespionage_fireeye_sandia_compromised | 
| 388 | weather - oxnard - montecito - irvine - county | 24 | 388_weather_oxnard_montecito_irvine | 
| 389 | khashoggi - riyadh - executions - beheaded - prince | 23 | 389_khashoggi_riyadh_executions_beheaded | 
| 390 | smugglers - laredo - chavez - usbp - undocumented | 23 | 390_smugglers_laredo_chavez_usbp | 
| 391 | deputy - palmdale - clinkunbroomer - crimestoppers - murdered | 23 | 391_deputy_palmdale_clinkunbroomer_crimestoppers | 
| 392 | cubans - florida - tortugas - islands - migrating | 23 | 392_cubans_florida_tortugas_islands | 
| 393 | memphis - nichols - murder - indicted - shelby | 23 | 393_memphis_nichols_murder_indicted | 
| 394 | trump - melania - daytona - flyover - limousine | 23 | 394_trump_melania_daytona_flyover | 
| 395 | idaho - antifa - informants - allegations - affiliated | 23 | 395_idaho_antifa_informants_allegations | 
| 396 | thunberg - alarmists - molyneux - nationalist - naomi | 23 | 396_thunberg_alarmists_molyneux_nationalist | 
| 397 | missing - kayla - dayanara - deanne - valderrama | 22 | 397_missing_kayla_dayanara_deanne | 
| 398 | terrorist - conspirators - hezbollah - synagogue - sohaib | 22 | 398_terrorist_conspirators_hezbollah_synagogue | 
| 399 | fentanyl - narcotics - traffickers - illinoisstatepolice - pounds | 22 | 399_fentanyl_narcotics_traffickers_illinoisstatepolice | 
| 400 | lapd - handguns - homicides - rampart - possessing | 22 | 400_lapd_handguns_homicides_rampart | 
| 401 | gunmakers - ruger - sales - surged - pandemic | 22 | 401_gunmakers_ruger_sales_surged | 
| 402 | looters - philadelphia - rioting - curfew - walmart | 22 | 402_looters_philadelphia_rioting_curfew | 
| 403 | spratly - taiwan - warship - militarized - missiles | 22 | 403_spratly_taiwan_warship_militarized | 
| 404 | nashville - killings - audrey - hale - transgender | 22 | 404_nashville_killings_audrey_hale | 
| 405 | chicago - gangbangers - mayor - democrat - improprieties | 22 | 405_chicago_gangbangers_mayor_democrat | 
| 406 | reparations - californians - terrell - slaves - subcommittee | 22 | 406_reparations_californians_terrell_slaves | 
| 407 | icebergs - antarctica - glaciologist - gigatonnes - okjokull | 22 | 407_icebergs_antarctica_glaciologist_gigatonnes | 
| 408 | tornado - alabama - florida - north - edt | 22 | 408_tornado_alabama_florida_north | 
| 409 | chicago - shootings - weekends - 20th - brigade | 22 | 409_chicago_shootings_weekends_20th | 
| 410 | delhi - narendra - haryana - rioted - ghazipur | 22 | 410_delhi_narendra_haryana_rioted | 
| 411 | reopening - pasadena - restaurants - newsom - restrictions | 22 | 411_reopening_pasadena_restaurants_newsom | 
| 412 | 4sheriff - vaccinated - paramedics - villanueva - pfizer | 22 | 412_4sheriff_vaccinated_paramedics_villanueva | 
| 413 | washington - barricades - fenced - inauguration - entrances | 22 | 413_washington_barricades_fenced_inauguration | 
| 414 | policing - recruits - superintendent - shortage - albuquerque | 22 | 414_policing_recruits_superintendent_shortage | 
| 415 | idaho - murders - moscow - stalker - kaylee | 21 | 415_idaho_murders_moscow_stalker | 
| 416 | cuba - guantanamo - protestors - octubre - dictatorship | 21 | 416_cuba_guantanamo_protestors_octubre | 
| 417 | sacramento - counterprotesters - antifa - vandalized - fascist | 21 | 417_sacramento_counterprotesters_antifa_vandalized | 
| 418 | waterbury - wallingford - connecticut - milford - dashcam | 21 | 418_waterbury_wallingford_connecticut_milford | 
| 419 | myanmar - naypyidaw - mawlamyine - bangkok - dictator | 21 | 419_myanmar_naypyidaw_mawlamyine_bangkok | 
| 420 | derailments - texrail - lubbock - denton - hazmat | 21 | 420_derailments_texrail_lubbock_denton | 
| 421 | deputies - gunshot - shooters - compton - willowbrook | 21 | 421_deputies_gunshot_shooters_compton | 
| 422 | desmond - calabasas - temple - sunset - halloween | 21 | 422_desmond_calabasas_temple_sunset | 
| 423 | homicides - garcetti - increases - 253 - hq | 21 | 423_homicides_garcetti_increases_253 | 
| 424 | merry - sleigh - moonbeams - shriners - christopher | 21 | 424_merry_sleigh_moonbeams_shriners | 
| 425 | lakenheath - airman - crashed - parachute - f35 | 21 | 425_lakenheath_airman_crashed_parachute | 
| 426 | nypd - wreck - dwi - airbags - parkway | 21 | 426_nypd_wreck_dwi_airbags | 
| 427 | rgv - arrested - deported - rapist - convictions | 21 | 427_rgv_arrested_deported_rapist | 
| 428 | meghan - prince - harry - buckingham - paparazzi | 21 | 428_meghan_prince_harry_buckingham | 
| 429 | fargo - minot - jake - mohamad - unprovoked | 21 | 429_fargo_minot_jake_mohamad | 
| 430 | kangaroos - cockatoo - adelaide - wally - ecopark | 21 | 430_kangaroos_cockatoo_adelaide_wally | 
| 431 | hartsfield - evacuated - passengers - aeromexico - halts | 21 | 431_hartsfield_evacuated_passengers_aeromexico | 
| 432 | tram - passengers - staircase - screamed - crowded | 21 | 432_tram_passengers_staircase_screamed | 
| 433 | wildfires - calif - incinerated - deadliest - ravaged | 21 | 433_wildfires_calif_incinerated_deadliest | 
| 434 | cincinnati - gunshots - dayton - cunningham - target | 21 | 434_cincinnati_gunshots_dayton_cunningham | 
| 435 | smollett - faked - jury - brothers - attackers | 21 | 435_smollett_faked_jury_brothers | 
| 436 | missouri - mccloskey - protesters - pistol - defendant | 21 | 436_missouri_mccloskey_protesters_pistol | 
| 437 | nypd - midwood - ambulances - avenue - pedestrian | 20 | 437_nypd_midwood_ambulances_avenue | 
| 438 | vaccinated - monkeypox - variants - hospitalizations - symptomatic | 20 | 438_vaccinated_monkeypox_variants_hospitalizations | 
| 439 | nevada - lvhonorguard - memorial - theresa - runs | 20 | 439_nevada_lvhonorguard_memorial_theresa | 
| 440 | belltown - encampments - snoqualmie - squatters - sweeping | 20 | 440_belltown_encampments_snoqualmie_squatters | 
| 441 | democrats - bordar - sotu - kamala - insanity | 20 | 441_democrats_bordar_sotu_kamala | 
| 442 | felons - gun - chicago - accused - unlawful | 20 | 442_felons_gun_chicago_accused | 
| 443 | automakers - chevrolet - metrodetroitnews - united - strike | 20 | 443_automakers_chevrolet_metrodetroitnews_united | 
| 444 | beechcraft - crashed - pilatus - airfield - tupelo | 20 | 444_beechcraft_crashed_pilatus_airfield | 
| 445 | lasd - compton - avenue - willowbrook - stabbing | 20 | 445_lasd_compton_avenue_willowbrook | 
| 446 | mudslide - caltrans - southbound - malibu - coastline | 20 | 446_mudslide_caltrans_southbound_malibu | 
| 447 | newsom - droughts - mendocino - reservoirs - regulators | 20 | 447_newsom_droughts_mendocino_reservoirs | 
| 448 | bannon - mexico - pentagon - billions - fenced | 20 | 448_bannon_mexico_pentagon_billions | 
| 449 | hailstorm - austin - supercell - destructive - landspouts | 20 | 449_hailstorm_austin_supercell_destructive |
  
</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
