BERTopic_realDonaldjTrump

This is a 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:

from bertopic import BERTopic
topic_model = BERTopic.load("sdantonio/BERTopic_realDonaldjTrump")

topic_model.get_topic_info()

Topic overview

  • Number of topics: 301
  • Number of training documents: 18834
Click here for an overview of all topics.
Topic ID Topic Keywords Topic Frequency Label
-1 realdonaldtrump - iran - united - honored - democrats 10 -1_realdonaldtrump_iran_united_honored
0 hillaryforprison - realdonaldjtrump - crookedhillary - meetings - crooked 7817 0_hillaryforprison_realdonaldjtrump_crookedhillary_meetings
1 foxandfriends - realdonaldtrump - loudobbs - hhsgov - dannenfelser 2092 1_foxandfriends_realdonaldtrump_loudobbs_hhsgov
2 investing - dictatorship - israeli - astonish - census 214 2_investing_dictatorship_israeli_astonish
3 deployment - surrounded - relieved - linebacker - traveling 214 3_deployment_surrounded_relieved_linebacker
4 fitzgerald - wrbethesda - prayers - blessing - flame 169 4_fitzgerald_wrbethesda_prayers_blessing
5 helpsalvationarmy - scottmorrisonmp - cbpgreatlakes - march_for_life - marchforlife 169 5_helpsalvationarmy_scottmorrisonmp_cbpgreatlakes_march_for_life
6 russians - congresswoman - hypocrites - julian - crooked 167 6_russians_congresswoman_hypocrites_julian
7 negotiation - congresswoman - disgraceful - generations - honeybees 134 7_negotiation_congresswoman_disgraceful_generations
8 motorcycles - elections - identifying - strengthening - prosperity 132 8_motorcycles_elections_identifying_strengthening
9 mistakes - viciously - rapidly - inaccurately - poorly 114 9_mistakes_viciously_rapidly_inaccurately
10 tedcruz - freeaudio - marklevinshow - heading - loudobbs 113 10_tedcruz_freeaudio_marklevinshow_heading
11 hurricaneharvey - hurricaneirma - hurricane - nhc_atlantic - catastrophic 108 11_hurricaneharvey_hurricaneirma_hurricane_nhc_atlantic
12 disgusting - realdonaldtrump - wednesday - tortured - sponsored 100 12_disgusting_realdonaldtrump_wednesday_tortured
13 washingtonpost - realdonaldtrump - concerns - congenial - reporting 89 13_washingtonpost_realdonaldtrump_concerns_congenial
14 realdonaldjtrump - realdonaldtrump - boyscoutjamboree - jpn_pmo - neverforget911 89 14_realdonaldjtrump_realdonaldtrump_boyscoutjamboree_jpn_pmo
15 ncaachamps - marklevinshow - secretarycarson - realclearpolitics - realdonaldjtrump 86 15_ncaachamps_marklevinshow_secretarycarson_realclearpolitics
16 draintheswamp - foxandfriends - g7charlevoix - realdonaldtrump - armywp_football 82 16_draintheswamp_foxandfriends_g7charlevoix_realdonaldtrump
17 monthofthemilitarychild - ameriforcemags - americafirst - makeamericagreatagain - presidentscup 81 17_monthofthemilitarychild_ameriforcemags_americafirst_makeamericagreatagain
18 ainsleyearhardt - ameriforcemags - madeinamerica - americafirst - thehillbaseball 77 18_ainsleyearhardt_ameriforcemags_madeinamerica_americafirst
19 disrespected - extortion - cyberattack - embarrassed - earning 74 19_disrespected_extortion_cyberattack_embarrassed
20 grassroots - unchecked - confinement - foresee - frances 74 20_grassroots_unchecked_confinement_foresee
21 laughing - pushing - conferences - invited - mariabartiromo 69 21_laughing_pushing_conferences_invited
22 whistleblower - govsambrownback - mattformontana - answers - govholcomb 65 22_whistleblower_govsambrownback_mattformontana_answers
23 launched - untaxed - syrians - rita_katz - remaining 63 23_launched_untaxed_syrians_rita_katz
24 taxfoundation - constitutional - votekarenhandel - taxation - poorly 63 24_taxfoundation_constitutional_votekarenhandel_taxation
25 luisguillermosr - anastasiadescy - emmanuelmacron - jc_varela - juanorlandoh 62 25_luisguillermosr_anastasiadescy_emmanuelmacron_jc_varela
26 renegotiation - realdonaldtrump - goods - concerns - negotiat 60 26_renegotiation_realdonaldtrump_goods_concerns
27 afthunderbirds - gr8tjude_08 - prayersforlasvegas - ricardorossello - loves 59 27_afthunderbirds_gr8tjude_08_prayersforlasvegas_ricardorossello
28 happyfathersday - 16thmpbde - servicemembers - lawenforcementappreciationday - remembering 59 28_happyfathersday_16thmpbde_servicemembers_lawenforcementappreciationday
29 empowerment - bravely - brexit - announces - commissioning 59 29_empowerment_bravely_brexit_announces
30 realdonaldtrump - henryrodgersdc - administrations - markets - mario 58 30_realdonaldtrump_henryrodgersdc_administrations_markets
31 launched - packed - outspent - blessed - outdoors 58 31_launched_packed_outspent_blessed
32 unconstitut - venezuelan - elections - prosperity - dictatorship 58 32_unconstitut_venezuelan_elections_prosperity
33 answers - announces - orders - tweets - missouri 51 33_answers_announces_orders_tweets
34 pjk4brainhealth - fundraising - natalie_gulbis - stopdrugaddiction - extended 50 34_pjk4brainhealth_fundraising_natalie_gulbis_stopdrugaddiction
35 heartbreaking - blackhistorymonth - firefighters - memorialday - nationalfreedomday 50 35_heartbreaking_blackhistorymonth_firefighters_memorialday
36 helicopters - deductibility - governments - hospitals - amounts 49 36_helicopters_deductibility_governments_hospitals
37 angels - mothers - earliest - ensuring - deprivation 49 37_angels_mothers_earliest_ensuring
38 josepheschmitz - lauren_southern - whistleblower - cdcdirector - withholding 49 38_josepheschmitz_lauren_southern_whistleblower_cdcdirector
39 armywp_football - internationalwomensday - congressmanhice - thestoryfnc - 2017nationaljamboree 48 39_armywp_football_internationalwomensday_congressmanhice_thestoryfnc
40 foxandfriends - citizens - whitehousecea - affairs - ratings 48 40_foxandfriends_citizens_whitehousecea_affairs
41 accessibility - killthevirus - realdonaldt - defeated - teens 48 41_accessibility_killthevirus_realdonaldt_defeated
42 caribbean - signs - successfully - recorded - counterterrorism 48 42_caribbean_signs_successfully_recorded
43 theresa_may - terrifying - proposed - booming - iran 47 43_theresa_may_terrifying_proposed_booming
44 scooter172 - realdonaldtrump - tigerwoods - emmanuelmacron - uscgacademy 47 44_scooter172_realdonaldtrump_tigerwoods_emmanuelmacron
45 decades - reopening - awaited - shutdown - ratings 47 45_decades_reopening_awaited_shutdown
46 vpintx - collapsing - measures - prosperity - illegitimate 44 46_vpintx_collapsing_measures_prosperity
47 foxandfriends - promises - foxnewssunday - prosecuted - civilian 44 47_foxandfriends_promises_foxnewssunday_prosecuted
48 philanthropist - angels - islands - ba_yildirim - rossello 44 48_philanthropist_angels_islands_ba_yildirim
49 apprenticeships - rediscovering - launched - characterizes - writes 43 49_apprenticeships_rediscovering_launched_characterizes
50 philanthropist - summitamericas - senatorbaldwin - replacing - overseas 42 50_philanthropist_summitamericas_senatorbaldwin_replacing
51 martintruex_jr - ge_saudi - 10downingstreet - workforcedevelopment - jpn_pmo 41 51_martintruex_jr_ge_saudi_10downingstreet_workforcedevelopment
52 pioneers - suits - missouri - astonish - surely 39 52_pioneers_suits_missouri_astonish
53 rebounds - improved - unemployment - drilling - booming 39 53_rebounds_improved_unemployment_drilling
54 ussfitzgerald - armedforcesday - westervillepd - unthinkable - kissimmeepolice 39 54_ussfitzgerald_armedforcesday_westervillepd_unthinkable
55 republics - overseas - strongly - captured - blessed 38 55_republics_overseas_strongly_captured
56 reforms - grandkids - funds - improvements - independence 38 56_reforms_grandkids_funds_improvements
57 delighted - negotiation - jp_updates - governments - mirziyoyeva 37 57_delighted_negotiation_jp_updates_governments
58 tuckercarlson - govmikehuckabee - irresponsibly - congresswoman - jason_donner 37 58_tuckercarlson_govmikehuckabee_irresponsibly_congresswoman
59 procedures - treatments - cvshealth - cvspharmacy - tested 37 59_procedures_treatments_cvshealth_cvspharmacy
60 announcement - abc13houston - taxpayer - commissioning - retweeted 37 60_announcement_abc13houston_taxpayer_commissioning
61 realdonaldtrump - greeting - starts - concerning - signing 36 61_realdonaldtrump_greeting_starts_concerning
62 the_slavinator - trumpsvoters - cnnpolitics - marksmile100 - miss_katiesmith 36 62_the_slavinator_trumpsvoters_cnnpolitics_marksmile100
63 wasteful - exports - devalued - ambassador - prohibit 36 63_wasteful_exports_devalued_ambassador
64 paycheckprotectionprogram - jc_varela - canadianpm - potusinpoland - mrs 35 64_paycheckprotectionprogram_jc_varela_canadianpm_potusinpoland
65 taxcutsandjobsact - paycheckprotectionprogram - nationalparks - taxcuts - withholding 35 65_taxcutsandjobsact_paycheckprotectionprogram_nationalparks_taxcuts
66 citizens - interests - sights - participating - builds 35 66_citizens_interests_sights_participating
67 hearts - interests - briefing - mike_pence - catholic 35 67_hearts_interests_briefing_mike_pence
68 repeatedly - swine - delayed - behaving - grown 35 68_repeatedly_swine_delayed_behaving
69 godblesstheusa - jpn_pmo - realdonaldtrump - weeklyaddress - potusinasia 34 69_godblesstheusa_jpn_pmo_realdonaldtrump_weeklyaddress
70 repeatedly - defeated - witnessing - dreams - regs 34 70_repeatedly_defeated_witnessing_dreams
71 grangercampaign - standards - choices - witnessing - educated 34 71_grangercampaign_standards_choices_witnessing
72 realdonaldtrump - abcpolitics - mikebloomberg - demdebate - byronyork 34 72_realdonaldtrump_abcpolitics_mikebloomberg_demdebate
73 shelter - intricate - heartwarming - therapist - ptsd 33 73_shelter_intricate_heartwarming_therapist
74 realdonaldtrump - amounts - booming - statements - sanctions 33 74_realdonaldtrump_amounts_booming_statements
75 paramedics - battlefields - doctors - hallowed - grounds 33 75_paramedics_battlefields_doctors_hallowed
76 pledgetoamericaworkers - empowering - reforms - expanding - hampshire 33 76_pledgetoamericaworkers_empowering_reforms_expanding
77 realdonaldtrump - revealed - upholds - meetings - captured 33 77_realdonaldtrump_revealed_upholds_meetings
78 pedophile - greeting - sniper - oversampling - revealed 32 78_pedophile_greeting_sniper_oversampling
79 shameless - disgusting - exaggeration - infested - unconstitutional 32 79_shameless_disgusting_exaggeration_infested
80 hurricaneirma - nasa_marshall - nhc_atlantic - robert_aderholt - space_station 32 80_hurricaneirma_nasa_marshall_nhc_atlantic_robert_aderholt
81 decades - swine - senjohnmccain - roots - nights 31 81_decades_swine_senjohnmccain_roots
82 unfairly - jim_jordan - shooter - loopholes - mentally 31 82_unfairly_jim_jordan_shooter_loopholes
83 forewoman - heartbreaking - whistleblower - facts - loopholes 31 83_forewoman_heartbreaking_whistleblower_facts
84 paulsperry_ - facts - quotes - standards - broadcasting 31 84_paulsperry__facts_quotes_standards
85 natlparkservice - michstatepolice - marialeetn - 500days - us_fda 31 85_natlparkservice_michstatepolice_marialeetn_500days
86 hearts - citizens - secured - freedoms - respected 31 86_hearts_citizens_secured_freedoms
87 mothers - hurricane - gardens - pentagon - briefing 30 87_mothers_hurricane_gardens_pentagon
88 firefighting - deployed - lawsuits - doctors - shooter 30 88_firefighting_deployed_lawsuits_doctors
89 presents - chairman - weekly - federation - united 30 89_presents_chairman_weekly_federation
90 mrs - johnson - republic - tuesday - welcomed 29 90_mrs_johnson_republic_tuesday
91 foxandfriends - foxnetworks - ainsleyearhardt - realdonaldtrump - tuckercarlson 29 91_foxandfriends_foxnetworks_ainsleyearhardt_realdonaldtrump
92 armedforcesday - thealabamaband - generations - operations - overseas 29 92_armedforcesday_thealabamaband_generations_operations
93 strengthen - rebuilds - reforms - ivankatrump - exporter 29 93_strengthen_rebuilds_reforms_ivankatrump
94 decades - extended - unthinkable - weapons - expanded 29 94_decades_extended_unthinkable_weapons
95 forthcoming - intellect - meetings - consensus - johncornyn 29 95_forthcoming_intellect_meetings_consensus
96 deductibility - kimstrassel - jrock41s - claiming - translator 29 96_deductibility_kimstrassel_jrock41s_claiming
97 foxandfriends - realdonaldtrump - theleegreenwood - kimstrassel - vpinmt 28 97_foxandfriends_realdonaldtrump_theleegreenwood_kimstrassel
98 swine - profits - galvanized - reuters - overseas 28 98_swine_profits_galvanized_reuters
99 milspooftheyear - teacheroftheyear - cgacommencement17 - pentagon - vppresssec 28 99_milspooftheyear_teacheroftheyear_cgacommencement17_pentagon
100 realdonaldtrump - transcripts - democrats - iran - carolina 28 100_realdonaldtrump_transcripts_democrats_iran
101 100days - ranchers - economics - promised - interests 28 101_100days_ranchers_economics_promised
102 fema_brock - teamtrumpbts - ricardorossello - staceyplaskett - theresa_may 28 102_fema_brock_teamtrumpbts_ricardorossello_staceyplaskett
103 julian - america - exposing - great - clinton 28 103_julian_america_exposing_great
104 deadly - overseas - defeating - citizens - booming 28 104_deadly_overseas_defeating_citizens
105 cubancoffee - jc_varela - repfrenchhill - reforms - promised 27 105_cubancoffee_jc_varela_repfrenchhill_reforms
106 thebluehousekr - moonriver365 - automotive - americafirst - humphreys 27 106_thebluehousekr_moonriver365_automotive_americafirst
107 fireworks - cowboys - distorted - procedures - civilization 27 107_fireworks_cowboys_distorted_procedures
108 meetings - functioning - hunt - staying - collusion 27 108_meetings_functioning_hunt_staying
109 jim_jordan - caliphate - defeating - sympathies - manhattan 27 109_jim_jordan_caliphate_defeating_sympathies
110 launched - govchristie - france - promoted - secured 27 110_launched_govchristie_france_promoted
111 recorded - latinos - gopchairwoman - ivankatrump - unemployment 26 111_recorded_latinos_gopchairwoman_ivankatrump
112 economists - signs - orders - announces - signing 26 112_economists_signs_orders_announces
113 nasa_johnson - congressionalbaseballgame - wrbethesda - grovectycollege - congrats 26 113_nasa_johnson_congressionalbaseballgame_wrbethesda_grovectycollege
114 johnson - hampshire - kansas - missouri - electionnight 26 114_johnson_hampshire_kansas_missouri
115 brave - briefing - inspiring - mbs - indiana 26 115_brave_briefing_inspiring_mbs
116 legislative - committees - realdonaldtrump - negotiated - enhancement 25 116_legislative_committees_realdonaldtrump_negotiated
117 philadelphia - missouri - citizens - pockets - booming 25 117_philadelphia_missouri_citizens_pockets
118 realdonaldtrump - vatican - meetings - raising - amounts 25 118_realdonaldtrump_vatican_meetings_raising
119 electrical - amounts - purposes - buys - farmers 25 119_electrical_amounts_purposes_buys
120 realdonaldtrump - extended - meetings - welcoming - ivankatrump 25 120_realdonaldtrump_extended_meetings_welcoming
121 realdonaldtrump - deadliest - drudge_report - starts - tops 24 121_realdonaldtrump_deadliest_drudge_report_starts
122 michaelcburgess - snapon_tools - fema_brock - repbrianfitz - jpn_pmo 24 122_michaelcburgess_snapon_tools_fema_brock_repbrianfitz
123 heroworldchallenge - tigerwoods - meetings - counting - mrs 24 123_heroworldchallenge_tigerwoods_meetings_counting
124 cufidc - acawards - reforms - awards - legislative 24 124_cufidc_acawards_reforms_awards
125 dysfunctional - apprehended - acts - sustaining - sanctuary 24 125_dysfunctional_apprehended_acts_sustaining
126 thebluehousekr - 막 - 받 - 밤 - 상 24 126_thebluehousekr_막_받_밤
127 realdonaldtrump - doctors - loans - minnesota - congrats 24 127_realdonaldtrump_doctors_loans_minnesota
128 realdonaldtrump - mothers - prayers - ricardorossello - wishing 24 128_realdonaldtrump_mothers_prayers_ricardorossello
129 realjameswoods - upcoming - caliphate - complaints - disgraceful 23 129_realjameswoods_upcoming_caliphate_complaints
130 thebig_easy - delighted - robertjeffress - terrific - celebratefreedom 23 130_thebig_easy_delighted_robertjeffress_terrific
131 lawsuits - campaigning - shocking - focusing - washington 23 131_lawsuits_campaigning_shocking_focusing
132 mercy_first - childrenstheone - servicemembers - ptsd - lbperfectmaine 23 132_mercy_first_childrenstheone_servicemembers_ptsd
133 foxandfriends - extended - opponents - thinks - delays 23 133_foxandfriends_extended_opponents_thinks
134 foxandfriends - chuckgrassley - usforcesjapan - realdonaldtrump - marklevinshow 23 134_foxandfriends_chuckgrassley_usforcesjapan_realdonaldtrump
135 hurricaneharvey - realdonaldtrump - strengthening - islamic - بعاصمة 22 135_hurricaneharvey_realdonaldtrump_strengthening_islamic
136 irma - donate - harvey - text - jobs 22 136_irma_donate_harvey_text
137 wallstreetjour - realdonaldtrump - whistleblower - saracarterdc - battling 22 137_wallstreetjour_realdonaldtrump_whistleblower_saracarterdc
138 americafirstpol - marks - vppresssec - nuclea - signing 22 138_americafirstpol_marks_vppresssec_nuclea
139 hurricaneirma2017 - hurricaneirma - teamtrumpbts - hurricane - potusinpoland 22 139_hurricaneirma2017_hurricaneirma_teamtrumpbts_hurricane
140 realdonaldtrump - appreciated - wishing - john - gorsuch 22 140_realdonaldtrump_appreciated_wishing_john
141 accessibility - exceptions - abolishing - loopholes - deadly 22 141_accessibility_exceptions_abolishing_loopholes
142 loans - processed - amounts - donations - worker 22 142_loans_processed_amounts_donations
143 groundbreaking - worker - issued - welcoming - presents 22 143_groundbreaking_worker_issued_welcoming
144 tortured - granddaughter - raped - fuentes - ratings 21 144_tortured_granddaughter_raped_fuentes
145 smallbusinesssaturday - realdonaldtrump - affairs - confirmed - republican 21 145_smallbusinesssaturday_realdonaldtrump_affairs_confirmed
146 realdonaldtrump - makeamericagreatagain - weeklyaddress - israelipm - theresa_may 21 146_realdonaldtrump_makeamericagreatagain_weeklyaddress_israelipm
147 nasa_johnson - wrbethesda - historically - canadia - traveling 21 147_nasa_johnson_wrbethesda_historically_canadia
148 realdonaldtrump - arrangements - anticipated - nort - sanctions 21 148_realdonaldtrump_arrangements_anticipated_nort
149 wednesday - prayers - condemn - scenes - attacks 21 149_wednesday_prayers_condemn_scenes
150 purchased - realdonaldtrump - lawyers - faster - loopholes 21 150_purchased_realdonaldtrump_lawyers_faster
151 renegotiate - coalition - hospitals - hearts - promised 21 151_renegotiate_coalition_hospitals_hearts
152 kilmeadeandfriends - natlgovsassoc - politics - shutdown - loans 21 152_kilmeadeandfriends_natlgovsassoc_politics_shutdown
153 defeated - politics - dreams - consumers - ends 21 153_defeated_politics_dreams_consumers
154 foxandfriends - realdonaldtrump - supporting - missiles - smugglers 20 154_foxandfriends_realdonaldtrump_supporting_missiles
155 procedures - inflation - blocking - banks - anticipated 20 155_procedures_inflation_blocking_banks
156 weekly - louisville - jointaddress - potus - icymi 20 156_weekly_louisville_jointaddress_potus
157 realdonaldtrump - unfairly - tolerated - strongly - unacceptable 20 157_realdonaldtrump_unfairly_tolerated_strongly
158 americafirst - prosperity - practices - promised - lifetime 20 158_americafirst_prosperity_practices_promised
159 cowardly - politics - differences - aside - condemn 20 159_cowardly_politics_differences_aside
160 shameful - realdonaldtrump - senategop - chairman - hundreds 20 160_shameful_realdonaldtrump_senategop_chairman
161 milspooftheyear - founded1908 - emmasartkits - tracyskidsdc - hospitals 20 161_milspooftheyear_founded1908_emmasartkits_tracyskidsdc
162 realdonaldtrump - 500days - inflation - greatness - departing 20 162_realdonaldtrump_500days_inflation_greatness
163 outgoing - washington - announcement - reuters - beacon 20 163_outgoing_washington_announcement_reuters
164 nationalvietnamwarveteransday - fitzgerald - firstrespondersday - realdonaldtrump - hotspots 19 164_nationalvietnamwarveteransday_fitzgerald_firstrespondersday_realdonaldtrump
165 overrated - realdonaldtrump - angela - collusion - implying 19 165_overrated_realdonaldtrump_angela_collusion
166 grandfathers - hurricane - campaigning - collectivist - mixed 19 166_grandfathers_hurricane_campaigning_collectivist
167 madeintheusa - americafirst - presidentscup - memorial - celebrating 19 167_madeintheusa_americafirst_presidentscup_memorial
168 groundbreaking - realdonaldtrump - regions - appropriately - consumers 19 168_groundbreaking_realdonaldtrump_regions_appropriately
169 draintheswamp - answers - prosperity - acawards - missouri 19 169_draintheswamp_answers_prosperity_acawards
170 foxandfriends - realdonaldtrump - cranks - msdnc - hunt 18 170_foxandfriends_realdonaldtrump_cranks_msdnc
171 unwavering - underscore - deptvetaffairs - acting - potus 18 171_unwavering_underscore_deptvetaffairs_acting
172 realdonaldtrump - kingabdullahii - abdullah - accompanied - castle 18 172_realdonaldtrump_kingabdullahii_abdullah_accompanied
173 revealed - defeated - examples - flowing - govmattbevin 18 173_revealed_defeated_examples_flowing
174 readthebill - americanhealthcareact - summitamericas - secretaryperry - cajunindustries 18 174_readthebill_americanhealthcareact_summitamericas_secretaryperry
175 realdonaldtrump - hearts - reforms - signs - rising 18 175_realdonaldtrump_hearts_reforms_signs
176 foxandfriends - disrespecting - realdonaldtrump - alternatives - carrying 18 176_foxandfriends_disrespecting_realdonaldtrump_alternatives
177 realdonaldtrump - remaining - replacing - fiatchrysler_na - relocate 18 177_realdonaldtrump_remaining_replacing_fiatchrysler_na
178 warfighting - greetings - usarmyreserve - generations - ears 18 178_warfighting_greetings_usarmyreserve_generations
179 realdonaldtrump - writes - loopholes - likes - simultaneously 18 179_realdonaldtrump_writes_loopholes_likes
180 ranchers - realdonaldtrump - promised - farmers - respected 18 180_ranchers_realdonaldtrump_promised_farmers
181 cryptocurrencies - realdonaldtrump - locations - purposes - volatile 18 181_cryptocurrencies_realdonaldtrump_locations_purposes
182 realdonaldtrump - larsloekke - georgia - giorgi - løkke 18 182_realdonaldtrump_larsloekke_georgia_giorgi
183 realdonaldtrump - gasoline - senategop - democrats - collar 17 183_realdonaldtrump_gasoline_senategop_democrats
184 realdonaldtrump - conferences - democrats - dems - lamestream 17 184_realdonaldtrump_conferences_democrats_dems
185 realdonaldtrump - faster - walls - flooding - expanding 17 185_realdonaldtrump_faster_walls_flooding
186 realdonaldtrump - accessibility - markets - signs - presidential 17 186_realdonaldtrump_accessibility_markets_signs
187 realdonaldtrump - emmanuelmacron - alain_berset - meetings - france 17 187_realdonaldtrump_emmanuelmacron_alain_berset_meetings
188 taxpayer - announces - victims - visits - foxconn 17 188_taxpayer_announces_victims_visits
189 cbpmarkmorgan - commentators - loopholes - repeatedly - behaviors 17 189_cbpmarkmorgan_commentators_loopholes_repeatedly
190 pharmaceutical - realdonaldtrump - latinocoalition - mike_pence - accompanied 17 190_pharmaceutical_realdonaldtrump_latinocoalition_mike_pence
191 realdonaldtrump - minnesota - prayers - returning - pumped 17 191_realdonaldtrump_minnesota_prayers_returning
192 suppliers - attacks - maintaining - illnesses - caring 17 192_suppliers_attacks_maintaining_illnesses
193 citizens - strengthen - loudobbs - promises - obligation 17 193_citizens_strengthen_loudobbs_promises
194 slaughtered - hallowed - realdonaldtrump - missouri - hearts 16 194_slaughtered_hallowed_realdonaldtrump_missouri
195 hurricaneirma - hurricane - hurricaneharvery - nhc_atlantic - hearts 16 195_hurricaneirma_hurricane_hurricaneharvery_nhc_atlantic
196 gregabbott_tx - fema_brock - realdonaldtrump - hurricaneharvey - edwards 16 196_gregabbott_tx_fema_brock_realdonaldtrump_hurricaneharvey
197 foxandfriends - ainsleyearhardt - realdonaldtrump - tuckercarlson - interviews 16 197_foxandfriends_ainsleyearhardt_realdonaldtrump_tuckercarlson
198 gathering - wrbethesda - marks - kansas - maryland 16 198_gathering_wrbethesda_marks_kansas
199 realdonaldtrump - jae - united - florida - wishes 16 199_realdonaldtrump_jae_united_florida
200 madeinamerica - realdonaldtrump - vpcomdir - ivankatrump - leads 16 200_madeinamerica_realdonaldtrump_vpcomdir_ivankatrump
201 realdonaldtrump - promised - farmers - ventilators - germany 16 201_realdonaldtrump_promised_farmers_ventilators
202 lights - mixed - shifting - abolishing - newcomers 16 202_lights_mixed_shifting_abolishing
203 shutdown - goods - paul - convicted - clue 16 203_shutdown_goods_paul_convicted
204 realdonaldtrump - ambassador - respected - angela - congressman 16 204_realdonaldtrump_ambassador_respected_angela
205 realdonaldtrump - catastrophic - hurricane - loopholes - measures 16 205_realdonaldtrump_catastrophic_hurricane_loopholes
206 realdonaldtrump - signs - limits - hits - iran 15 206_realdonaldtrump_signs_limits_hits
207 embassytbilisi - welcoming - georgian - georgia - strengthen 15 207_embassytbilisi_welcoming_georgian_georgia
208 realdonaldtrump - whitehous - kornhauser - revealed - mrs 15 208_realdonaldtrump_whitehous_kornhauser_revealed
209 uplifts - hearts - deadly - therapies - reporting 15 209_uplifts_hearts_deadly_therapies
210 realdonaldtrump - swinging - negotiating - closely - overplaying 15 210_realdonaldtrump_swinging_negotiating_closely
211 mothersday - realdonaldtrump - mothers - independence - prosperity 15 211_mothersday_realdonaldtrump_mothers_independence
212 signs - memorial - officers - therapies - flattened 15 212_signs_memorial_officers_therapies
213 marks - knesset - embassy - jerusalem - 6th 15 213_marks_knesset_embassy_jerusalem
214 doctors - logistics - supplies - grounds - gowns 15 214_doctors_logistics_supplies_grounds
215 realdonaldtrump - supports - introduction - representatives - opioidcrisis 15 215_realdonaldtrump_supports_introduction_representatives
216 courts - meetings - associate - promised - congrats 15 216_courts_meetings_associate_promised
217 realdonaldtrump - briefing - theresa_may - addressed - renewable 15 217_realdonaldtrump_briefing_theresa_may_addressed
218 shameful - realdonaldtrump - donaldjtrumpjr - heading - southern 15 218_shameful_realdonaldtrump_donaldjtrumpjr_heading
219 realdonaldtrump - unknown - mrs - memorial - john 15 219_realdonaldtrump_unknown_mrs_memorial
220 faster - worker - promised - cleared - freedoms 14 220_faster_worker_promised_cleared
221 secured - traveling - confirmed - federation - delivered 14 221_secured_traveling_confirmed_federation
222 realdonaldtrump - whitehouse - rt - jobs - growth 14 222_realdonaldtrump_whitehouse_rt_jobs
223 realdonaldtrump - emmanuelmacron - madeinamerica - theresa_may - huckabeeontbn 14 223_realdonaldtrump_emmanuelmacron_madeinamerica_theresa_may
224 unwavering - elections - dictatorship - founding - israeli 14 224_unwavering_elections_dictatorship_founding
225 realdonaldtrump - prayers - victims - sympathies - mornings 14 225_realdonaldtrump_prayers_victims_sympathies
226 victory - trump - lead - - 14 226_victory_trump_lead_
227 taxcutsfora - americafirstpol - paychecks - realdonaldtrump - faster 14 227_taxcutsfora_americafirstpol_paychecks_realdonaldtrump
228 empowered - seamlessly - hotspots - safely - signs 14 228_empowered_seamlessly_hotspots_safely
229 ainsleyearhardt - foxandfriends - donnydeutsch - realdonaldtrump - politics 14 229_ainsleyearhardt_foxandfriends_donnydeutsch_realdonaldtrump
230 realdonaldtrump - announcement - cufidc - voting - repbrianbabin 14 230_realdonaldtrump_announcement_cufidc_voting
231 cdcdirector - thehillopinion - huckabee - jeffsessions - cdc 14 231_cdcdirector_thehillopinion_huckabee_jeffsessions
232 inflicted - realdonaldtrump - defeated - loopholes - boosted 14 232_inflicted_realdonaldtrump_defeated_loopholes
233 paychecks - climbing - tuesday - opens - islamic 14 233_paychecks_climbing_tuesday_opens
234 changethelaws - supplies - ordered - citizens - hundreds 14 234_changethelaws_supplies_ordered_citizens
235 realdonaldtrump - carrying - ensuring - illicitly - legislation 14 235_realdonaldtrump_carrying_ensuring_illicitly
236 realdonaldtrump - claiming - hills - petrified - pulling 14 236_realdonaldtrump_claiming_hills_petrified
237 realdonaldtrump - realdonaldjtrump - southern - united - chairman 14 237_realdonaldtrump_realdonaldjtrump_southern_united
238 bluegrass - 10downingstreet - waysandmeansgop - wasteful - reforms 14 238_bluegrass_10downingstreet_waysandmeansgop_wasteful
239 realdonaldtrump - johncardillo - charliekirk11 - iran - john 14 239_realdonaldtrump_johncardillo_charliekirk11_iran
240 realdonaldtrump - transcripts - maryland - begins - baltimore 14 240_realdonaldtrump_transcripts_maryland_begins
241 realdonaldtrump - wasting - dems - crazed - democrats 13 241_realdonaldtrump_wasting_dems_crazed
242 unfairly - collusion - fairness - ordeal - potus 13 242_unfairly_collusion_fairness_ordeal
243 sentedcruz - defeating - assuming - shutdown - pentagon 13 243_sentedcruz_defeating_assuming_shutdown
244 americaspoliticsadmin - americaspolitics - lisamarieboothe - deadly - introduced 13 244_americaspoliticsadmin_americaspolitics_lisamarieboothe_deadly
245 laughing - leagues - johnson - devastating - ruled 13 245_laughing_leagues_johnson_devastating
246 repmattgaetz - disrespects - mike_pence - superheroes - farming 13 246_repmattgaetz_disrespects_mike_pence_superheroes
247 realdonaldtrump - citizens - ivankatrump - prosperity - restart 13 247_realdonaldtrump_citizens_ivankatrump_prosperity
248 realdonaldtrump - earliest - denied - cooperation - hundreds 13 248_realdonaldtrump_earliest_denied_cooperation
249 oas_official - linda_mcmahon - agjefflandry - affairs - cmsgov 13 249_oas_official_linda_mcmahon_agjefflandry_affairs
250 russians - minnesota - facts - respected - iran 13 250_russians_minnesota_facts_respected
251 realdonaldtrump - funds - enhanced - proposed - hunt 13 251_realdonaldtrump_funds_enhanced_proposed
252 celebrating - potus - remarks - thriving - htt 13 252_celebrating_potus_remarks_thriving
253 wednesday - paychecks - proposals - industries - realdonaldtrump 13 253_wednesday_paychecks_proposals_industries
254 measures - drinking - dangers - supporting - breakthroughs 13 254_measures_drinking_dangers_supporting
255 subcommittee - promised - honoring - refusing - arlington 12 255_subcommittee_promised_honoring_refusing
256 realdonaldtrump - wellbeing - washington - governor - highs 12 256_realdonaldtrump_wellbeing_washington_governor
257 belongs - realdonaldtrump - provocation - belong - adversity 12 257_belongs_realdonaldtrump_provocation_belong
258 foxandfriends - realdonaldtrump - hughhewitt - discredited - washingtonpost 12 258_foxandfriends_realdonaldtrump_hughhewitt_discredited
259 decades - conflicts - independence - france - founding 12 259_decades_conflicts_independence_france
260 washingtonpost - generations - exploration - promises - decimated 12 260_washingtonpost_generations_exploration_promises
261 madeinamerica - politics - highlights - realdonaldtrump - assurances 12 261_madeinamerica_politics_highlights_realdonaldtrump
262 reforms - worker - worke - secretarysonny - york 12 262_reforms_worker_worke_secretarysonny
263 healthcarebill - robertjeffress - makeamericagreatagain - realdonaldtrump - congrats 12 263_healthcarebill_robertjeffress_makeamericagreatagain_realdonaldtrump
264 realdonaldtrump - denuclearize - denuclearization - briefing - peninsula 12 264_realdonaldtrump_denuclearize_denuclearization_briefing
265 ranchers - realdonaldtrump - farmers - briefing - traveling 12 265_ranchers_realdonaldtrump_farmers_briefing
266 realdonaldtrump - credentials - ambjohnbolton - ambassador - qualifications 12 266_realdonaldtrump_credentials_ambjohnbolton_ambassador
267 successfully - meetings - secshulkin - delegation - ambassador 12 267_successfully_meetings_secshulkin_delegation
268 realdonaldtrump - marks - peaceofficersmemorialday - supplies - preparations 12 268_realdonaldtrump_marks_peaceofficersmemorialday_supplies
269 realdonaldtrump - mike_pence - secretaryperry - heading - celebrating 12 269_realdonaldtrump_mike_pence_secretaryperry_heading
270 realdonaldtrump - amounts - practically - reprickallen - farmers 12 270_realdonaldtrump_amounts_practically_reprickallen
271 chuckgrassley - realdonaldtrump - healthcarefraud - hhsgov - senatemajldr 12 271_chuckgrassley_realdonaldtrump_healthcarefraud_hhsgov
272 realdonaldtrump - michael - metcalf - morn - united 12 272_realdonaldtrump_michael_metcalf_morn
273 realdonaldtrump - iran - issued - regimes - sanctions 12 273_realdonaldtrump_iran_issued_regimes
274 realdonaldtrump - highlights - ivankatrump - mike_pence - concerning 12 274_realdonaldtrump_highlights_ivankatrump_mike_pence
275 realdonaldtrump - makeamericagreatagain - drgoodspine - eazymf_e - supreme 12 275_realdonaldtrump_makeamericagreatagain_drgoodspine_eazymf_e
276 americaspolitics - realdonaldtrump - opponents - thinks - tweets 12 276_americaspolitics_realdonaldtrump_opponents_thinks
277 realdonaldtrump - amendment - snatch - republican - weekly 12 277_realdonaldtrump_amendment_snatch_republican
278 spaceflight - nasa_sls - realdonaldtrump - space_station - schrieverafb 11 278_spaceflight_nasa_sls_realdonaldtrump_space_station
279 ricardorossello - schrieverafb - signs - sailors - hurricane 11 279_ricardorossello_schrieverafb_signs_sailors
280 realdonaldtrump - exceedingly - weaponizes - deregulation - mario 11 280_realdonaldtrump_exceedingly_weaponizes_deregulation
281 foxandfriends - realdonaldtrump - govmikehuckabee - hurricane - kristinfisher 11 281_foxandfriends_realdonaldtrump_govmikehuckabee_hurricane
282 disasterrecovery - afthunderbirds - ussjohnfinn - realdonaldtrump - deployment 11 282_disasterrecovery_afthunderbirds_ussjohnfinn_realdonaldtrump
283 taxcutsandjobsact - markets - investing - hurts - farmers 11 283_taxcutsandjobsact_markets_investing_hurts
284 realdonaldtrump - newsrooms - conferences - laughed - realdonaldtru 11 284_realdonaldtrump_newsrooms_conferences_laughed
285 objectives - secured - requesting - increases - peninsula 11 285_objectives_secured_requesting_increases
286 realdonaldtrump - meetings - heading - sadly - landed 11 286_realdonaldtrump_meetings_heading_sadly
287 wednesday - realdonaldtrump - ussjohnsmccain - prayers - washington 11 287_wednesday_realdonaldtrump_ussjohnsmccain_prayers
288 foxandfriends - realdonaldtrump - newtgingrich - starts - adams 11 288_foxandfriends_realdonaldtrump_newtgingrich_starts
289 hurricaneirma - wishing - rescue - whitehousehstry - featured 11 289_hurricaneirma_wishing_rescue_whitehousehstry
290 realdonaldtrump - godblesstheusa - weeklyaddress - buyamericanhireamerican - happyindependenceday 11 290_realdonaldtrump_godblesstheusa_weeklyaddress_buyamericanhireamerican
291 realdonaldtrump - madeinamerica - america - showcase - great 11 291_realdonaldtrump_madeinamerica_america_showcase
292 realdonaldtrump - pressing - tirelessly - secretarysonny - achievement 11 292_realdonaldtrump_pressing_tirelessly_secretarysonny
293 decades - realdonaldtrump - blocking - autoworkers - overseas 11 293_decades_realdonaldtrump_blocking_autoworkers
294 realdonaldtrump - wishing - mike_pence - promised - celebrating 11 294_realdonaldtrump_wishing_mike_pence_promised
295 realdonaldtrump - france - unbreakable - strengthening - delivered 11 295_realdonaldtrump_france_unbreakable_strengthening
296 unfairly - realdonaldtrump - lindseygrahamsc - honorable - replizcheney 11 296_unfairly_realdonaldtrump_lindseygrahamsc_honorable
297 realdonaldtrump - donaldjtrumpjr - loves - curve - flattening 10 297_realdonaldtrump_donaldjtrumpjr_loves_curve
298 armedforcesday - safeguarding - holocaustremembranceday - ultimate - holocaust 10 298_armedforcesday_safeguarding_holocaustremembranceday_ultimate
299 realdonaldtrump - sheriffs - ivankatrump - mayors - commander 10 299_realdonaldtrump_sheriffs_ivankatrump_mayors

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
Downloads last month
2
Inference Examples
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.