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

# MARTINI_enrich_BERTopic_meghUpdates

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_meghUpdates")

topic_model.get_topic_info()
```

## Topic overview

* Number of topics: 219
* Number of training documents: 27059

<details>
  <summary>Click here for an overview of all topics.</summary>
  
  | Topic ID | Topic Keywords | Topic Frequency | Label | 
|----------|----------------|-----------------|-------| 
| -1 | kejriwal - bjp - kashmir - hamas - rahul | 20 | -1_kejriwal_bjp_kashmir_hamas | 
| 0 | imran - pаkistаn - islamabad - nawaz - sanaullah | 16466 | 0_imran_pаkistаn_islamabad_nawaz | 
| 1 | pakistan - zardari - shehbaz - saudi - bailout | 318 | 1_pakistan_zardari_shehbaz_saudi | 
| 2 | tirumala - ayodhya - hanuman - ramleela - janmotsav | 229 | 2_tirumala_ayodhya_hanuman_ramleela | 
| 3 | qutubminar - janmabhoomi - varanasi - ganesha - allahabad | 216 | 3_qutubminar_janmabhoomi_varanasi_ganesha | 
| 4 | shivsena - maharashtra - dagadusheth - sanjay - mashal | 185 | 4_shivsena_maharashtra_dagadusheth_sanjay | 
| 5 | gangraped - madrassa - sitapur - rupahihat - dalit | 181 | 5_gangraped_madrassa_sitapur_rupahihat | 
| 6 | medallist - championships - javelin - neeraj - weightlifter | 155 | 6_medallist_championships_javelin_neeraj | 
| 7 | smuggling - crores - kochi - ganja - narcotic | 130 | 7_smuggling_crores_kochi_ganja | 
| 8 | donetsk - missiles - mariupol - kursk - kherson | 120 | 8_donetsk_missiles_mariupol_kursk | 
| 9 | bhaiya - abhi - sapna - jeevan - aashu | 118 | 9_bhaiya_abhi_sapna_jeevan | 
| 10 | balochistan - taliban - waziristan - peshawar - attacks | 117 | 10_balochistan_taliban_waziristan_peshawar | 
| 11 | trains - howrah - derailed - kharagpur - balasore | 114 | 11_trains_howrah_derailed_kharagpur | 
| 12 | trudeau - khalistanis - diplomats - harjit - jagmeet | 113 | 12_trudeau_khalistanis_diplomats_harjit | 
| 13 | riots - islamists - marseille - bataclan - algerian | 112 | 13_riots_islamists_marseille_bataclan | 
| 14 | thekashmirfiles - kangana - vivek - shamshera - filmmakers | 102 | 14_thekashmirfiles_kangana_vivek_shamshera | 
| 15 | elonmusk - twitters - dorsey - shareholders - ceo | 100 | 15_elonmusk_twitters_dorsey_shareholders | 
| 16 | srilanka - trincomalee - jaffna - jayasundara - maithripala | 96 | 16_srilanka_trincomalee_jaffna_jayasundara | 
| 17 | pyongyang - kim - denuclearization - yeonpyeong - ulleungdo | 95 | 17_pyongyang_kim_denuclearization_yeonpyeong | 
| 18 | brahmos - aircraft - rajnath - tejas - defence | 94 | 18_brahmos_aircraft_rajnath_tejas | 
| 19 | hamas - israelis - jerusalem - beersheba - zalbani | 94 | 19_hamas_israelis_jerusalem_beersheba | 
| 20 | channel - subscribers - replies - bot - civility | 91 | 20_channel_subscribers_replies_bot | 
| 21 | pradhan - sansad - mahotsav - bhawan - gajendra | 89 | 21_pradhan_sansad_mahotsav_bhawan | 
| 22 | zelenskyy - volodymyr - breakingukraine - oleksiy - slava | 88 | 22_zelenskyy_volodymyr_breakingukraine_oleksiy | 
| 23 | khamenei - mashhad - mohseni - tahazadeh - headscarf | 84 | 23_khamenei_mashhad_mohseni_tahazadeh | 
| 24 | inflation - cpi - rbi - gdp - eurozone | 84 | 24_inflation_cpi_rbi_gdp | 
| 25 | rishi - britain - sunak - varadkar - mauritius | 82 | 25_rishi_britain_sunak_varadkar | 
| 26 | zubair - chandauli - biglakhimpur - alleged - pravda | 81 | 26_zubair_chandauli_biglakhimpur_alleged | 
| 27 | loksabha - rajya - adhiranjan - chairman - mahua | 81 | 27_loksabha_rajya_adhiranjan_chairman | 
| 28 | kulgam - sopore - terrorists - safat_muzaffar - 72ed | 79 | 28_kulgam_sopore_terrorists_safat_muzaffar | 
| 29 | bankman - jpmorgan - fdic - bankrupt - coinbase | 78 | 29_bankman_jpmorgan_fdic_bankrupt | 
| 30 | justices - supreme - rajdroh - nupur - cji | 76 | 30_justices_supreme_rajdroh_nupur | 
| 31 | tripura - aadhar - badarpur - rohingyas - arrested | 75 | 31_tripura_aadhar_badarpur_rohingyas | 
| 32 | covaxin - anocovax - vaccinated - bharatbiotech - quadrivalent | 70 | 32_covaxin_anocovax_vaccinated_bharatbiotech | 
| 33 | trains - gorakhpur - jaynagar - bengaluru - katra | 69 | 33_trains_gorakhpur_jaynagar_bengaluru | 
| 34 | pelosi - taipei - visit - spokesman - wenbin | 69 | 34_pelosi_taipei_visit_spokesman | 
| 35 | petrobras - russuan - imported - sanctions - largest | 67 | 35_petrobras_russuan_imported_sanctions | 
| 36 | parganas - midnapore - rampurhat - coochbehar - bombs | 67 | 36_parganas_midnapore_rampurhat_coochbehar | 
| 37 | faisalabad - islamist - blasphemous - mulla - kabaristan | 66 | 37_faisalabad_islamist_blasphemous_mulla | 
| 38 | richest - gautamadani - billion - bezos - conglomerate | 65 | 38_richest_gautamadani_billion_bezos | 
| 39 | biden - bitten - delaware - doghouse - jill | 64 | 39_biden_bitten_delaware_doghouse | 
| 40 | islamification - ramadan - brahim - allauakbar - surah | 63 | 40_islamification_ramadan_brahim_allauakbar | 
| 41 | uttarakhand - laws - noucc - dhami - polyandry | 63 | 41_uttarakhand_laws_noucc_dhami | 
| 42 | calcutta - chatterjee - wbssc - bengaltmc - abhishek | 62 | 42_calcutta_chatterjee_wbssc_bengaltmc | 
| 43 | shootings - gunman - texas - lapd - suspect | 62 | 43_shootings_gunman_texas_lapd | 
| 44 | sindh - mirpurkhas - abducted - nasrullah - dhandhari | 61 | 44_sindh_mirpurkhas_abducted_nasrullah | 
| 45 | sweden - quran - rasmus - salwan - burn | 61 | 45_sweden_quran_rasmus_salwan | 
| 46 | rajyasabha - sonia - gehlot - zindabad - mallikarjun | 60 | 46_rajyasabha_sonia_gehlot_zindabad | 
| 47 | brahmos - missile - pokhran - sukhoi - testfired | 60 | 47_brahmos_missile_pokhran_sukhoi | 
| 48 | layoffs - microsoft - bezos - company - cut | 60 | 48_layoffs_microsoft_bezos_company | 
| 49 | shukla - nagpur - ekadashi - 2022 - दव | 59 | 49_shukla_nagpur_ekadashi_2022 | 
| 50 | zelensky - jaishankar - moscow - g20 - sumy | 58 | 50_zelensky_jaishankar_moscow_g20 | 
| 51 | bjp - tripura - jubarajnagar - wins - aaryamgarh | 58 | 51_bjp_tripura_jubarajnagar_wins | 
| 52 | chandrayaan - perigee - sriharikota - landed - rover | 58 | 52_chandrayaan_perigee_sriharikota_landed | 
| 53 | rashtrapati - jagdeepji - droupadi - yashwant - nominee | 56 | 53_rashtrapati_jagdeepji_droupadi_yashwant | 
| 54 | taiwan - hengchun - xiamen - warships - usaf | 55 | 54_taiwan_hengchun_xiamen_warships | 
| 55 | officers - karimannoor - pfi - thodupuzha - shadullah | 55 | 55_officers_karimannoor_pfi_thodupuzha | 
| 56 | shajapur - islamists - himatnagar - malwani - attacked | 55 | 56_shajapur_islamists_himatnagar_malwani | 
| 57 | gurudwara - khalsa - jalandhar - jallianwallabagh - amritpal | 55 | 57_gurudwara_khalsa_jalandhar_jallianwallabagh | 
| 58 | monkeypox - outbreaks - smallpox - marburg - pustules | 55 | 58_monkeypox_outbreaks_smallpox_marburg | 
| 59 | fifaworldcup - qatari - maradona - uruguay - quarterfinals | 54 | 59_fifaworldcup_qatari_maradona_uruguay | 
| 60 | narendra - papua - welcome - leaders - comoros | 54 | 60_narendra_papua_welcome_leaders | 
| 61 | mujahideen - jaish - shahid - raheemullah - sialkot | 53 | 61_mujahideen_jaish_shahid_raheemullah | 
| 62 | kejriwal - satyendarjain - amandeep - jailed - deputy | 53 | 62_kejriwal_satyendarjain_amandeep_jailed | 
| 63 | mahagathbandhan - bihar - mayawati - lakhisarai - patna | 53 | 63_mahagathbandhan_bihar_mayawati_lakhisarai | 
| 64 | trump - indictments - clinton - fbi - mcmahon | 52 | 64_trump_indictments_clinton_fbi | 
| 65 | iphone - foxconn - airpods - manufactures - pli | 52 | 65_iphone_foxconn_airpods_manufactures | 
| 66 | gandhinagar - jayaprakash - swaminarayan - jagannathji - jamalpur | 51 | 66_gandhinagar_jayaprakash_swaminarayan_jagannathji | 
| 67 | gdp - rbi - rajan - fy2024 - macroeconomic | 51 | 67_gdp_rbi_rajan_fy2024 | 
| 68 | crashed - pilatus - helicopter - airport - gujran | 49 | 68_crashed_pilatus_helicopter_airport | 
| 69 | yemen - missiles - hodeidah - hms - maersk | 49 | 69_yemen_missiles_hodeidah_hms | 
| 70 | isro - spacecraft - sriharikota - canaveral - saturn | 49 | 70_isro_spacecraft_sriharikota_canaveral | 
| 71 | maldivians - tourism - subcontinent - muizzou - bullah | 49 | 71_maldivians_tourism_subcontinent_muizzou | 
| 72 | lpg - 19kg - price - pradhan - 26000 | 49 | 72_lpg_19kg_price_pradhan | 
| 73 | chatgpt - cortana - ai - baidu - powered | 48 | 73_chatgpt_cortana_ai_baidu | 
| 74 | gaza - merkava - yarmouk - bombed - mosques | 48 | 74_gaza_merkava_yarmouk_bombed | 
| 75 | purdah - dupatta - ambedkar - uniform - mangalore | 47 | 75_purdah_dupatta_ambedkar_uniform | 
| 76 | lalganj - kashif - prayagraj - mauranipur - murder | 47 | 76_lalganj_kashif_prayagraj_mauranipur | 
| 77 | delhiites - diwali - smog - wazirpur - firecrackers | 47 | 77_delhiites_diwali_smog_wazirpur | 
| 78 | karunanidhi - tamilnadu - annamalai - dravidnadu - udhayanidhi | 47 | 78_karunanidhi_tamilnadu_annamalai_dravidnadu | 
| 79 | rahul - chidambaram - gandhis - presidentship - mallikarjunkharge | 47 | 79_rahul_chidambaram_gandhis_presidentship | 
| 80 | cyberattack - ransomware - hacked - mbda - killnet | 47 | 80_cyberattack_ransomware_hacked_mbda | 
| 81 | finland - nato - erdogan - stoltenberg - joini | 46 | 81_finland_nato_erdogan_stoltenberg | 
| 82 | khalistanis - taranjit - embassy - swaminarayan - denounces | 46 | 82_khalistanis_taranjit_embassy_swaminarayan | 
| 83 | ukraine - evacuated - envoyindian - belgorod - simferopol | 46 | 83_ukraine_evacuated_envoyindian_belgorod | 
| 84 | jammu - constitutional - proviso - abrogated - 370 | 46 | 84_jammu_constitutional_proviso_abrogated | 
| 85 | ladakh - tibet - troops - yangtse - xinjiang | 44 | 85_ladakh_tibet_troops_yangtse | 
| 86 | netanyahu - gaza - eliyahu - itamar - demilitarized | 44 | 86_netanyahu_gaza_eliyahu_itamar | 
| 87 | rahul - gandhi - padayatra - madhopur - kanniyakumari | 44 | 87_rahul_gandhi_padayatra_madhopur | 
| 88 | ramnagar - haridwar - demolished - kanpur - bulldozers | 44 | 88_ramnagar_haridwar_demolished_kanpur | 
| 89 | aurangabad - sambhajinagar - osmanabad - nanakpur - renamed | 43 | 89_aurangabad_sambhajinagar_osmanabad_nanakpur | 
| 90 | nifty - equities - hdfc - deendayal - trillion | 43 | 90_nifty_equities_hdfc_deendayal | 
| 91 | bangaladesh - mymensingh - moholganj - hindus - kashipur | 42 | 91_bangaladesh_mymensingh_moholganj_hindus | 
| 92 | attacked - haryana - masjids - raghuvir - sajjan | 42 | 92_attacked_haryana_masjids_raghuvir | 
| 93 | cricketers - bcci - boycott - bowled - dubai | 42 | 93_cricketers_bcci_boycott_bowled | 
| 94 | narendra - modheshwari - ahmedabad - dharampur - jyotirlingas | 42 | 94_narendra_modheshwari_ahmedabad_dharampur | 
| 95 | भगव - नमसतसय - शवर - दशरथ - चनदर | 41 | 95_भगव_नमसतसय_शवर_दशरथ | 
| 96 | uttarakhand - indianarmy - rescued - landslides - manikarna | 41 | 96_uttarakhand_indianarmy_rescued_landslides | 
| 97 | tata - tesla - supercapacitors - fisker - gigawatts | 41 | 97_tata_tesla_supercapacitors_fisker | 
| 98 | taliban - haram - zabiullah - headscarf - prohibited | 41 | 98_taliban_haram_zabiullah_headscarf | 
| 99 | xinhua - biden - sb习近平 - reunifytaiwan - lijian | 41 | 99_xinhua_biden_sb习近平_reunifytaiwan | 
| 100 | aftershocks - gaziantep - syria - seismologists - breakingnews | 40 | 100_aftershocks_gaziantep_syria_seismologists | 
| 101 | usaid - ukraine - pentagon - myanmar - million | 40 | 101_usaid_ukraine_pentagon_myanmar | 
| 102 | howrah - shibpur - mominpur - durga - islamists | 40 | 102_howrah_shibpur_mominpur_durga | 
| 103 | pulwama - kishanlal - ajmer - islamicterrorist - sarurpur | 40 | 103_pulwama_kishanlal_ajmer_islamicterrorist | 
| 104 | accident - crashed - dhanpur - ambulance - ambalappuzha | 40 | 104_accident_crashed_dhanpur_ambulance | 
| 105 | kejriwal - saxena - embezzlement - ccrga - taxis | 39 | 105_kejriwal_saxena_embezzlement_ccrga | 
| 106 | wuhan - coronavirus - lockdown - cgtn - underreporting | 39 | 106_wuhan_coronavirus_lockdown_cgtn | 
| 107 | paedophilia - jailed - huddersfield - abdul - isleworth | 38 | 107_paedophilia_jailed_huddersfield_abdul | 
| 108 | brics - argentina - arabia - dollarization - mali | 38 | 108_brics_argentina_arabia_dollarization | 
| 109 | gst - lakhs - revenues - fy2023 - taxpayers | 38 | 109_gst_lakhs_revenues_fy2023 | 
| 110 | marriage - lgbtqia - archbishop - legalise - samiti | 38 | 110_marriage_lgbtqia_archbishop_legalise | 
| 111 | qaeda - sameeuddin - shahnawaz - huzair - radicalised | 37 | 111_qaeda_sameeuddin_shahnawaz_huzair | 
| 112 | mumbai - yavatmal - dahisar - girgaon - ulhasnagar | 36 | 112_mumbai_yavatmal_dahisar_girgaon | 
| 113 | roskomnadzor - kadyrov - homosexuality - zhuravlev - criminalise | 36 | 113_roskomnadzor_kadyrov_homosexuality_zhuravlev | 
| 114 | macron - marseille - ipsos - protests - euthanasia | 36 | 114_macron_marseille_ipsos_protests | 
| 115 | population - 2035 - oecd - mexico - overweight | 36 | 115_population_2035_oecd_mexico | 
| 116 | padma - vajpayee - subhashchandra - sribhagavadgeete - parashurama | 36 | 116_padma_vajpayee_subhashchandra_sribhagavadgeete | 
| 117 | mosques - loudspeakers - bombay - bhajans - paudwal | 35 | 117_mosques_loudspeakers_bombay_bhajans | 
| 118 | sirajuddin - hathras - riots - shahnawaz - accused | 35 | 118_sirajuddin_hathras_riots_shahnawaz | 
| 119 | ukraine - missiles - marder - tank - kaliningrad | 35 | 119_ukraine_missiles_marder_tank | 
| 120 | bikaner - allahabad - slaughterhouses - jains - vegan | 35 | 120_bikaner_allahabad_slaughterhouses_jains | 
| 121 | andolanjeevi - farmers - sangrur - mahapanchayat - firozpur | 35 | 121_andolanjeevi_farmers_sangrur_mahapanchayat | 
| 122 | wheat - basmati - exporters - stockpiled - thailand | 35 | 122_wheat_basmati_exporters_stockpiled | 
| 123 | taliban - pakhtunkhwa - afganistan - wakhan - kunduz | 34 | 123_taliban_pakhtunkhwa_afganistan_wakhan | 
| 124 | thunberg - greenpeace - greta - activists - helsinki | 34 | 124_thunberg_greenpeace_greta_activists | 
| 125 | rahul - gujarat - convicted - damodar - defamatory | 33 | 125_rahul_gujarat_convicted_damodar | 
| 126 | loksabha - repealed - penal - amendment - sanhita | 33 | 126_loksabha_repealed_penal_amendment | 
| 127 | banerjee - ganguly - mamta - kolkata - supriyo | 33 | 127_banerjee_ganguly_mamta_kolkata | 
| 128 | godhra - bail - setalvad - sabarmati - riots | 33 | 128_godhra_bail_setalvad_sabarmati | 
| 129 | reliancejio - 5g - mhz - spectrum - auctioned | 33 | 129_reliancejio_5g_mhz_spectrum | 
| 130 | airways - spicejet - a320 - pilots - qantas | 33 | 130_airways_spicejet_a320_pilots | 
| 131 | saptami - janmashtami - २०७९ - shrikrishna - अषटम | 33 | 131_saptami_janmashtami_२०७९_shrikrishna | 
| 132 | airstrikes - iraq - assad - malikiyah - pentagon | 33 | 132_airstrikes_iraq_assad_malikiyah | 
| 133 | impeachment - mccarthy - representatives - speaker - delaware | 32 | 133_impeachment_mccarthy_representatives_speaker | 
| 134 | monarch - droupadi - meghan - london - mourns | 32 | 134_monarch_droupadi_meghan_london | 
| 135 | gazprom - arcelormittal - nord - ludwigshafen - ammonia | 32 | 135_gazprom_arcelormittal_nord_ludwigshafen | 
| 136 | jammu - sialkot - gurdaspur - ferozepur - border | 32 | 136_jammu_sialkot_gurdaspur_ferozepur | 
| 137 | tiktok - banning - chinease - cybersecurity - regulators | 31 | 137_tiktok_banning_chinease_cybersecurity | 
| 138 | chaitra - visakhapatnam - panchayat - 2023 - तरय | 31 | 138_chaitra_visakhapatnam_panchayat_2023 | 
| 139 | murdered - shahid - chakradharpur - urvashi - mamta | 31 | 139_murdered_shahid_chakradharpur_urvashi | 
| 140 | unsc - unanimity - voted - kazakhstan - eritrea | 30 | 140_unsc_unanimity_voted_kazakhstan | 
| 141 | bumrah - homeofcricket - rohit - suryakumar - bowler | 30 | 141_bumrah_homeofcricket_rohit_suryakumar | 
| 142 | agnipath - vijayvargiya - suryapet - uniformed - retire | 30 | 142_agnipath_vijayvargiya_suryapet_uniformed | 
| 143 | lockdowns - wuhan - quarantined - chongqing - xishuangbanna | 30 | 143_lockdowns_wuhan_quarantined_chongqing | 
| 144 | hathras - ramendra - chhatarpur - teacher - vidyanidhi | 29 | 144_hathras_ramendra_chhatarpur_teacher | 
| 145 | peshawar - gujranwala - protesters - ashraf - shootouts | 29 | 145_peshawar_gujranwala_protesters_ashraf | 
| 146 | madrassas - scholarship - uttrakhand - aadhar - institutions | 29 | 146_madrassas_scholarship_uttrakhand_aadhar | 
| 147 | kejriwal - bhagwant - gujarat - jamnagar - rickshaw | 29 | 147_kejriwal_bhagwant_gujarat_jamnagar | 
| 148 | hamas - hostage - qassam - truce - qatari | 28 | 148_hamas_hostage_qassam_truce | 
| 149 | amritsar - sukhwinder - bhindranwale - kapurthala - murders | 28 | 149_amritsar_sukhwinder_bhindranwale_kapurthala | 
| 150 | jharkhand - sahebganj - adjournment - quarrying - rjd | 28 | 150_jharkhand_sahebganj_adjournment_quarrying | 
| 151 | khamenei - ayatollah - rushdie - fatwa - satanic | 28 | 151_khamenei_ayatollah_rushdie_fatwa | 
| 152 | putin - beijing - xi - vnukovo - davos | 28 | 152_putin_beijing_xi_vnukovo | 
| 153 | अभ - रखन - बचच - समझ - शबद | 28 | 153_अभ_रखन_बचच_समझ | 
| 154 | hezbollah - mossad - airstrikes - golan - yoav | 27 | 154_hezbollah_mossad_airstrikes_golan | 
| 155 | aamanatullah - akhilesh - hawala - maliwal - corruption | 27 | 155_aamanatullah_akhilesh_hawala_maliwal | 
| 156 | prigozhin - shoigu - sergei - petersburg - mossad | 27 | 156_prigozhin_shoigu_sergei_petersburg | 
| 157 | lahore - looted - protestors - peacocks - cantonment | 26 | 157_lahore_looted_protestors_peacocks | 
| 158 | germany - jihadis - magdeburg - grenade - hitler | 26 | 158_germany_jihadis_magdeburg_grenade | 
| 159 | shinzo - nakamura - netaji - funeral - bolsonaro | 26 | 159_shinzo_nakamura_netaji_funeral | 
| 160 | israel - hamas - jihadist - apoorvanand - lakshadweep | 26 | 160_israel_hamas_jihadist_apoorvanand | 
| 161 | rupay - payxpert - internationalise - mastercard - transactions | 26 | 161_rupay_payxpert_internationalise_mastercard | 
| 162 | jaishankar - meenakashi - ministers - meeting - tashkent | 26 | 162_jaishankar_meenakashi_ministers_meeting | 
| 163 | talaq - courts - annamma - allahabad - married | 26 | 163_talaq_courts_annamma_allahabad | 
| 164 | ufo - sightings - meteor - mexico - dailymail | 26 | 164_ufo_sightings_meteor_mexico | 
| 165 | sanctions - gazprom - sberbank - russophobia - lithuania | 26 | 165_sanctions_gazprom_sberbank_russophobia | 
| 166 | abbasansari - allahabad - ghazipur - kasganj - jailer | 26 | 166_abbasansari_allahabad_ghazipur_kasganj | 
| 167 | ngos - rajiv - funded - rgf - cancelled | 26 | 167_ngos_rajiv_funded_rgf | 
| 168 | hungary - pmorban - transcarpathian - sanctions - migrants | 26 | 168_hungary_pmorban_transcarpathian_sanctions | 
| 169 | tweets - suspended - censoring - kangana - wokeflix | 26 | 169_tweets_suspended_censoring_kangana | 
| 170 | pmla - bail - dawood - bombay - deshmukh | 26 | 170_pmla_bail_dawood_bombay | 
| 171 | happyrakshabandhan - shubh - नमसतसय - jagannath - greetings | 26 | 171_happyrakshabandhan_shubh_नमसतसय_jagannath | 
| 172 | kashmirpolice - terrorists - nowshera - infiltrator - balakote | 25 | 172_kashmirpolice_terrorists_nowshera_infiltrator | 
| 173 | nationalfilmawards - oscar - suriya - tanhaji - malayalam | 25 | 173_nationalfilmawards_oscar_suriya_tanhaji | 
| 174 | smugglers - cattles - sultanpur - slaughter - bhandara | 25 | 174_smugglers_cattles_sultanpur_slaughter | 
| 175 | gaza - casualties - lebanon - airstrikes - martyrs | 25 | 175_gaza_casualties_lebanon_airstrikes | 
| 176 | ukraine - euros - refugees - assistance - million | 25 | 176_ukraine_euros_refugees_assistance | 
| 177 | aftershocks - seismology - kathmandu - magnitude - 145km | 25 | 177_aftershocks_seismology_kathmandu_magnitude | 
| 178 | universities - acpugmec - examination - jagadesh - 2022 | 25 | 178_universities_acpugmec_examination_jagadesh | 
| 179 | nupur - bjp - mahasabha - surjewala - midnapore | 25 | 179_nupur_bjp_mahasabha_surjewala | 
| 180 | karabakh - armenians - yerevan - mirzoyan - ambassadors | 25 | 180_karabakh_armenians_yerevan_mirzoyan | 
| 181 | stabbed - attacker - spain - annecy - migrant | 24 | 181_stabbed_attacker_spain_annecy | 
| 182 | pontiff - priests - nuns - deepfakes - hallelujah | 24 | 182_pontiff_priests_nuns_deepfakes | 
| 183 | tweets - monetization - musk - subscribed - 95000 | 24 | 183_tweets_monetization_musk_subscribed | 
| 184 | yasin - terrorist - kashmiri - brownshirts - imprisoned | 24 | 184_yasin_terrorist_kashmiri_brownshirts | 
| 185 | ukraine - lugansk - putin - crimean - propaganda | 23 | 185_ukraine_lugansk_putin_crimean | 
| 186 | kulgam - pulwama - baramulla - terrorists - amreena | 23 | 186_kulgam_pulwama_baramulla_terrorists | 
| 187 | kejriwal - summons - sunita - enforcement - defied | 23 | 187_kejriwal_summons_sunita_enforcement | 
| 188 | missionaries - siddhanpurwa - hinduism - gopichand - subhagi | 23 | 188_missionaries_siddhanpurwa_hinduism_gopichand | 
| 189 | crore - saharanapur - tax - bolangir - lokayukta | 23 | 189_crore_saharanapur_tax_bolangir | 
| 190 | saptami - ashtami - amavasya - आशव - सपतम | 23 | 190_saptami_ashtami_amavasya_आशव | 
| 191 | mangalpuri - flames - dhaka - alwar - palace | 23 | 191_mangalpuri_flames_dhaka_alwar | 
| 192 | raaf - kargil - airstrip - shakti - fighter | 23 | 192_raaf_kargil_airstrip_shakti | 
| 193 | cbse - ramjanambhoomi - mahabharata - madhyapradesh - keshav | 23 | 193_cbse_ramjanambhoomi_mahabharata_madhyapradesh | 
| 194 | netanyahu - biden - gaza - joe - islamophobia | 23 | 194_netanyahu_biden_gaza_joe | 
| 195 | channels - youtube - samachar - disinformation - blocked | 23 | 195_channels_youtube_samachar_disinformation | 
| 196 | mahotsav - bhubaneswar - पकष - 2023 - droupadi | 23 | 196_mahotsav_bhubaneswar_पकष_2023 | 
| 197 | supremecourt - jahangirpuri - demolitions - petitioners - bansal | 22 | 197_supremecourt_jahangirpuri_demolitions_petitioners | 
| 198 | omicron - subvariants - contagious - detected - ukhsa | 22 | 198_omicron_subvariants_contagious_detected | 
| 199 | shivsena - bombay - yashwant - patkar - ravindra | 22 | 199_shivsena_bombay_yashwant_patkar | 
| 200 | pawar - maharashtra - jitendra - supriya - resigned | 22 | 200_pawar_maharashtra_jitendra_supriya | 
| 201 | hide - telegrams - anonymously - downloading - uninstall | 22 | 201_hide_telegrams_anonymously_downloading | 
| 202 | kerala - vijayan - islamists - amritlal - movie | 22 | 202_kerala_vijayan_islamists_amritlal | 
| 203 | shivkumar - raju - igatpuri - santoor - bhabiji | 22 | 203_shivkumar_raju_igatpuri_santoor | 
| 204 | vedapureeswarar - shivlinga - mauryan - chandrapur - artefacts | 22 | 204_vedapureeswarar_shivlinga_mauryan_chandrapur | 
| 205 | unsc - jaishankar - permanent - reaffirmed - representative | 22 | 205_unsc_jaishankar_permanent_reaffirmed | 
| 206 | jahagirpuriviolence - jhangirpuri - arrested - bareilly - azhari | 21 | 206_jahagirpuriviolence_jhangirpuri_arrested_bareilly | 
| 207 | balloon - spying - pentagon - ufo - flown | 21 | 207_balloon_spying_pentagon_ufo | 
| 208 | ireland - migrant - assaulted - islamization - algerian | 21 | 208_ireland_migrant_assaulted_islamization | 
| 209 | dhfl - chidambaram - crore - dheeraj - suryakant | 21 | 209_dhfl_chidambaram_crore_dheeraj | 
| 210 | joebiden - narendramodi - g20summit - invited - swarajya | 21 | 210_joebiden_narendramodi_g20summit_invited | 
| 211 | kafir - karbala - murdabad - ajmal - wahida | 21 | 211_kafir_karbala_murdabad_ajmal | 
| 212 | mumbai - blasts - caller - ransom - threatening | 21 | 212_mumbai_blasts_caller_ransom | 
| 213 | rajnath - loksabha - arunachal - defence - baramulla | 21 | 213_rajnath_loksabha_arunachal_defence | 
| 214 | rupee - currencies - malaysia - dirhams - sbi | 20 | 214_rupee_currencies_malaysia_dirhams | 
| 215 | blasts - dilsukhnagar - victims - gokul - lumbini | 20 | 215_blasts_dilsukhnagar_victims_gokul | 
| 216 | naxalites - chhattisgarh - narayanpur - crpf - gunned | 20 | 216_naxalites_chhattisgarh_narayanpur_crpf | 
| 217 | hamas - airstrike - fattah - commanders - jabaliya | 20 | 217_hamas_airstrike_fattah_commanders |
  
</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
