Add BERTopic model

4e1855d verified 9 months ago

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

	# BERTopic-Israel-Palestine-Title3

	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("geektech/BERTopic-Israel-Palestine-Title3")

	topic_model.get_topic_info()
	```

	## Topic overview

	* Number of topics: 150
	* Number of training documents: 8456

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

	\| Topic ID \| Topic Keywords \| Topic Frequency \| Label \|
	\|----------\|----------------\|-----------------\|-------\|
	\| -1 \| israel - humanity - shorts - gaza - palestine \| 10 \| -1_israel_humanity_shorts_gaza \|
	\| 0 \| support - palestine support - support palestine - palestine support palestine - palestine \| 2831 \| 0_support_palestine support_support palestine_palestine support palestine \|
	\| 1 \| celebrities - celebrities who - who - who support - celebrities who support \| 239 \| 1_celebrities_celebrities who_who_who support \|
	\| 2 \| pray for - pray - pray for palestine - for palestine - for \| 204 \| 2_pray for_pray_pray for palestine_for palestine \|
	\| 3 \| strikes - air - air strikes - israeli air - israeli air strikes \| 197 \| 3_strikes_air_air strikes_israeli air \|
	\| 4 \| prayforpalestine - prayforpalestine palestine - palestine prayforpalestine - savepalestine - freepalestine \| 190 \| 4_prayforpalestine_prayforpalestine palestine_palestine prayforpalestine_savepalestine \|
	\| 5 \| hostage - israeli hostage - hostages - released - israeli \| 145 \| 5_hostage_israeli hostage_hostages_released \|
	\| 6 \| vs - israel vs - vs israel - vs palestine - palestine vs \| 133 \| 6_vs_israel vs_vs israel_vs palestine \|
	\| 7 \| humanitarian - crisis - humanitarian crisis - in gaza - crisis in gaza \| 129 \| 7_humanitarian_crisis_humanitarian crisis_in gaza \|
	\| 8 \| இஸ - israel war - umapathy israel - umapathy - israel \| 124 \| 8_இஸ_israel war_umapathy israel_umapathy \|
	\| 9 \| freedom fighters - fighters - freedom - palestine freedom - palestine freedom fighters \| 121 \| 9_freedom fighters_fighters_freedom_palestine freedom \|
	\| 10 \| warzone - israel warzone - warzone palestine - israel - israel warzone palestine \| 107 \| 10_warzone_israel warzone_warzone palestine_israel \|
	\| 11 \| save gaza - save - palestine save gaza - gaza palestine - save gaza palestine \| 98 \| 11_save gaza_save_palestine save gaza_gaza palestine \|
	\| 12 \| gaza humanity - allah islam - humanity sad allah islam - sad allah islam - sad allah \| 83 \| 12_gaza humanity_allah islam_humanity sad allah islam_sad allah islam \|
	\| 13 \| hamas - hamas war - israel hamas war - israel hamas - war \| 79 \| 13_hamas_hamas war_israel hamas war_israel hamas \|
	\| 14 \| protest - children - freepalaestine - savepalestine - pray \| 77 \| 14_protest_children_freepalaestine_savepalestine \|
	\| 15 \| beautiful - military - girls - beautiful israel - israel military \| 77 \| 15_beautiful_military_girls_beautiful israel \|
	\| 16 \| truce - hamas truce - israel hamas truce - israel hamas - hamas \| 76 \| 16_truce_hamas truce_israel hamas truce_israel hamas \|
	\| 17 \| al aqsa - al aqsa mosque - aqsa mosque - aqsa - mosque \| 65 \| 17_al aqsa_al aqsa mosque_aqsa mosque_aqsa \|
	\| 18 \| west bank - bank - west - in west bank - in west \| 63 \| 18_west bank_bank_west_in west bank \|
	\| 19 \| shorts - trendingshorts freepalestine shorts - trendingshorts freepalestine - trendingshorts - cover \| 62 \| 19_shorts_trendingshorts freepalestine shorts_trendingshorts freepalestine_trendingshorts \|
	\| 20 \| free palestine - free - palestine freepalestine - freepalestine - free palestine freepalestine \| 62 \| 20_free palestine_free_palestine freepalestine_freepalestine \|
	\| 21 \| video - footage - shows - releases - drone \| 62 \| 21_video_footage_shows_releases \|
	\| 22 \| dance - beautiful - military - usa gaza - israel military \| 61 \| 22_dance_beautiful_military_usa gaza \|
	\| 23 \| free - humanity - free palestine - freedom - freepalestine humanity \| 60 \| 23_free_humanity_free palestine_freedom \|
	\| 24 \| election - freegaza - gaza election - bts - freepalestine gaza \| 58 \| 24_election_freegaza_gaza election_bts \|
	\| 25 \| comparison - power - military power - vs - vs israel military \| 58 \| 25_comparison_power_military power_vs \|
	\| 26 \| police - the - are people - gangster - spy \| 58 \| 26_police_the_are people_gangster \|
	\| 27 \| hamas - subscribe to firstpost - to firstpost - firstpost - subscribe to \| 57 \| 27_hamas_subscribe to firstpost_to firstpost_firstpost \|
	\| 28 \| protest - protest in - protesters - protests - in \| 55 \| 28_protest_protest in_protesters_protests \|
	\| 29 \| israel palestine - palestine conflict - conflict - israel palestine conflict - israel palestine war \| 54 \| 29_israel palestine_palestine conflict_conflict_israel palestine conflict \|
	\| 30 \| art - drawing - free palestine - lovepalestine - art free \| 52 \| 30_art_drawing_free palestine_lovepalestine \|
	\| 31 \| prayforpalestine - freepalestine prayforpalestine - prayforpalestine savepalestine - freepalestine - freepalestine prayforpalestine savepalestine \| 52 \| 31_prayforpalestine_freepalestine prayforpalestine_prayforpalestine savepalestine_freepalestine \|
	\| 32 \| savegazapalestine - freepalestine savegazapalestine - savegazapalestine freepalestine - freepalestine - savepalestine savegazapalestine \| 51 \| 32_savegazapalestine_freepalestine savegazapalestine_savegazapalestine freepalestine_freepalestine \|
	\| 33 \| prophetmuhammadﷺ - prayforpalestine - allah - prophetmuhammadﷺ allah - allah palestine prayforpalestine \| 50 \| 33_prophetmuhammadﷺ_prayforpalestine_allah_prophetmuhammadﷺ allah \|
	\| 34 \| hindu - india - dr - pm - vs \| 49 \| 34_hindu_india_dr_pm \|
	\| 35 \| viral - viral prayforpalestine - viral prayforpalestine gaza - viral prayforpalestine gaza hamas - prayforpalestine gaza hamas \| 49 \| 35_viral_viral prayforpalestine_viral prayforpalestine gaza_viral prayforpalestine gaza hamas \|
	\| 36 \| sakuraschoolsimulator - sakura - dramasakura - palestine sakuraschoolsimulator - free palestine sakuraschoolsimulator \| 49 \| 36_sakuraschoolsimulator_sakura_dramasakura_palestine sakuraschoolsimulator \|
	\| 37 \| shorts - trending - finland - pangea - usa ww2 \| 46 \| 37_shorts_trending_finland_pangea \|
	\| 38 \| free palestine shorts - palestine shorts - shorts free palestine - shorts free - free palestine \| 46 \| 38_free palestine shorts_palestine shorts_shorts free palestine_shorts free \|
	\| 39 \| free palestine free - free palestine free palestine - palestine free palestine free - palestine free palestine - palestine free \| 44 \| 39_free palestine free_free palestine free palestine_palestine free palestine free_palestine free palestine \|
	\| 40 \| countries - countries that - countries that support - that support - that \| 44 \| 40_countries_countries that_countries that support_that support \|
	\| 41 \| war - warzone - israel warzone - warzone war - israel \| 43 \| 41_war_warzone_israel warzone_warzone war \|
	\| 42 \| savegazapalestine - freepalestine savegazapalestine - savepalestina - savegazapalestine savepalestina - palestina \| 42 \| 42_savegazapalestine_freepalestine savegazapalestine_savepalestina_savegazapalestine savepalestina \|
	\| 43 \| hamas - freedom fighters - freedom - fighters - hamas are \| 40 \| 43_hamas_freedom fighters_freedom_fighters \|
	\| 44 \| youtubeshorts - free - youtube - free palestine - palestine youtubeshorts \| 39 \| 44_youtubeshorts_free_youtube_free palestine \|
	\| 45 \| song - lagu - palestine song - singing - yeshua \| 38 \| 45_song_lagu_palestine song_singing \|
	\| 46 \| boycott - products - boycott israel - boycottisraeliproducts - israel products \| 38 \| 46_boycott_products_boycott israel_boycottisraeliproducts \|
	\| 47 \| humanitarian - crisis - humanitarian crisis - crisis in - crisis in gaza \| 38 \| 47_humanitarian_crisis_humanitarian crisis_crisis in \|
	\| 48 \| she - girl - her - brave - woman \| 36 \| 48_she_girl_her_brave \|
	\| 49 \| gaza savepalestina savegazapalestine - freepalestine palestine gaza savepalestina - palestine gaza savepalestina savegazapalestine - palestine gaza savepalestina - freepalestine palestine gaza \| 35 \| 49_gaza savepalestina savegazapalestine_freepalestine palestine gaza savepalestina_palestine gaza savepalestina savegazapalestine_palestine gaza savepalestina \|
	\| 50 \| shorts israel palestine - shorts israel palestine war - israel palestine war - shorts israel - palestine war \| 35 \| 50_shorts israel palestine_shorts israel palestine war_israel palestine war_shorts israel \|
	\| 51 \| bible - jesus - god - biblestorying - prophecy \| 34 \| 51_bible_jesus_god_biblestorying \|
	\| 52 \| trendingnow - war update - breakingnews - update - war update news \| 33 \| 52_trendingnow_war update_breakingnews_update \|
	\| 53 \| bendera - flag - palestine flag - bendera palestine - dan \| 33 \| 53_bendera_flag_palestine flag_bendera palestine \|
	\| 54 \| genocide - case - south - south africa - genocide in \| 32 \| 54_genocide_case_south_south africa \|
	\| 55 \| mohammedﷺ - madinasharif - madarsa - viralsupport - frinds \| 31 \| 55_mohammedﷺ_madinasharif_madarsa_viralsupport \|
	\| 56 \| drone - drones - helikopter - military - vehicles \| 31 \| 56_drone_drones_helikopter_military \|
	\| 57 \| save - children - save children - children save - children humanity gaza \| 31 \| 57_save_children_save children_children save \|
	\| 58 \| forces kill - israeli forces kill - kill - israeli forces - forces \| 30 \| 58_forces kill_israeli forces kill_kill_israeli forces \|
	\| 59 \| bendera - menggambar bendera - menggambar - prayforpalestine menggambar - prayforpalestine menggambar bendera \| 30 \| 59_bendera_menggambar bendera_menggambar_prayforpalestine menggambar \|
	\| 60 \| palestinians - jenin - raid - kill - israeli forces kill \| 29 \| 60_palestinians_jenin_raid_kill \|
	\| 61 \| israeli forces - forces - shorts israeli forces - fire - ground \| 29 \| 61_israeli forces_forces_shorts israeli forces_fire \|
	\| 62 \| allah - ya - ya allah - islam - oh \| 29 \| 62_allah_ya_ya allah_islam \|
	\| 63 \| humanitarian - crisis - humanitarian crisis - and - in gaza \| 29 \| 63_humanitarian_crisis_humanitarian crisis_and \|
	\| 64 \| iran - attack on - jets - fighter - fighter jets \| 28 \| 64_iran_attack on_jets_fighter \|
	\| 65 \| freepalestine ceasefire humanity gaza - freepalestine ceasefire humanity - freepalestine ceasefire - ceasefire humanity gaza - ceasefire \| 28 \| 65_freepalestine ceasefire humanity gaza_freepalestine ceasefire humanity_freepalestine ceasefire_ceasefire humanity gaza \|
	\| 66 \| ronaldo - footballers - messi - palestine ronaldo - support \| 28 \| 66_ronaldo_footballers_messi_palestine ronaldo \|
	\| 67 \| de - de 2023 - 2023 - de agosto de 2023 - de agosto de \| 27 \| 67_de_de 2023_2023_de agosto de 2023 \|
	\| 68 \| child - palestinian - ceasefireingazanow ceasefire - palestine child - anak \| 27 \| 68_child_palestinian_ceasefireingazanow ceasefire_palestine child \|
	\| 69 \| trending - israel warzone - trending viral - trending viral israel - warzone \| 26 \| 69_trending_israel warzone_trending viral_trending viral israel \|
	\| 70 \| support israel - support - companies - that support israel - that support \| 26 \| 70_support israel_support_companies_that support israel \|
	\| 71 \| israel palestine conflict - israel palestine - palestine conflict - conflict - israel palestine conflict shorts \| 25 \| 71_israel palestine conflict_israel palestine_palestine conflict_conflict \|
	\| 72 \| stand with - stand - stand with palestine - with palestine - with \| 25 \| 72_stand with_stand_stand with palestine_with palestine \|
	\| 73 \| israeli air - air - israeli air strikes - air strikes - strikes \| 24 \| 73_israeli air_air_israeli air strikes_air strikes \|
	\| 74 \| settlements - settlements in - west bank - bank - west \| 24 \| 74_settlements_settlements in_west bank_bank \|
	\| 75 \| israeli forces demolish - demolish - forces demolish - israeli forces demolish palestinian - forces demolish palestinian \| 24 \| 75_israeli forces demolish_demolish_forces demolish_israeli forces demolish palestinian \|
	\| 76 \| com aline - aline - israel com - israel com aline - com \| 23 \| 76_com aline_aline_israel com_israel com aline \|
	\| 77 \| funeral - killed - funeral for - mourners - killed in israeli \| 23 \| 77_funeral_killed_funeral for_mourners \|
	\| 78 \| freepalaestine protest gazaunderattack savepalestine - religion freepalaestine protest - religion freepalaestine protest gazaunderattack - freepalaestine protest gazaunderattack - freepalaestine protest \| 22 \| 78_freepalaestine protest gazaunderattack savepalestine_religion freepalaestine protest_religion freepalaestine protest gazaunderattack_freepalaestine protest gazaunderattack \|
	\| 79 \| speech - dj - speak - speaking - minister rishi \| 22 \| 79_speech_dj_speak_speaking \|
	\| 80 \| youtubeshorts - shorts youtubeshorts - youtubeshorts shorts - freepalaestine youtubeshorts - youtubeshorts palestine \| 22 \| 80_youtubeshorts_shorts youtubeshorts_youtubeshorts shorts_freepalaestine youtubeshorts \|
	\| 81 \| cat - kucing - crow - kitten - catshorts \| 22 \| 81_cat_kucing_crow_kitten \|
	\| 82 \| childhood children - childhood - childhood children humanity gaza - childhood children humanity - children humanity \| 22 \| 82_childhood children_childhood_childhood children humanity gaza_childhood children humanity \|
	\| 83 \| bank - west - west bank - squash - westbank \| 22 \| 83_bank_west_west bank_squash \|
	\| 84 \| humanitarian - crisis - humanitarian crisis - global - crisis in israel \| 21 \| 84_humanitarian_crisis_humanitarian crisis_global \|
	\| 85 \| warzone - israel warzone - youtubeshorts israel warzone - youtubeshorts - youtubeshorts israel \| 21 \| 85_warzone_israel warzone_youtubeshorts israel warzone_youtubeshorts \|
	\| 86 \| humanity gaza - freepalestine palestine humanity gaza - freepalestine gaza humanity - palestine humanity gaza - freepalestine palestine humanity \| 21 \| 86_humanity gaza_freepalestine palestine humanity gaza_freepalestine gaza humanity_palestine humanity gaza \|
	\| 87 \| shortvideo palestine ytshorts - humanity attitude islam - humanity attitude - attitude islam - attitude islam shortvideo \| 21 \| 87_shortvideo palestine ytshorts_humanity attitude islam_humanity attitude_attitude islam \|
	\| 88 \| conflict what - hamas conflict what - hamas conflict what you - israel hamas conflict what - behind the israel hamas \| 21 \| 88_conflict what_hamas conflict what_hamas conflict what you_israel hamas conflict what \|
	\| 89 \| stand - stand with - with palestine - stand with palestine - with \| 20 \| 89_stand_stand with_with palestine_stand with palestine \|
	\| 90 \| food - אוכל - israel food - סוכרת אוכל - סוכרת \| 20 \| 90_food_אוכל_israel food_סוכרת אוכל \|
	\| 91 \| israeli army israeli army - army israeli - army israeli army - israeli army israeli - israeli army \| 20 \| 91_israeli army israeli army_army israeli_army israeli army_israeli army israeli \|
	\| 92 \| strongest - russian - navy - usa - strongest navy \| 19 \| 92_strongest_russian_navy_usa \|
	\| 93 \| ronaldo - cristiano ronaldo - cristiano - football - ronaldo muslim \| 19 \| 93_ronaldo_cristiano ronaldo_cristiano_football \|
	\| 94 \| emotional - islamic - islamic motivation - viral trending allah - motivation \| 19 \| 94_emotional_islamic_islamic motivation_viral trending allah \|
	\| 95 \| save palestine - save - shorts save palestine - shorts save - palestine savepalestine \| 19 \| 95_save palestine_save_shorts save palestine_shorts save \|
	\| 96 \| savegazapalestine - savepalestina - mashaallah - savepalestina savegazapalestine - savegazapalestine savegaza \| 19 \| 96_savegazapalestine_savepalestina_mashaallah_savepalestina savegazapalestine \|
	\| 97 \| humanity - humanrights - peace - israel america - ytshorts humanity \| 18 \| 97_humanity_humanrights_peace_israel america \|
	\| 98 \| shapiro - ben shapiro - ben - andrew - andrew tate \| 18 \| 98_shapiro_ben shapiro_ben_andrew \|
	\| 99 \| save humanity - savehumanity - save - savehumanity savepalastine palestine humanity - savepalastine palestine humanity \| 17 \| 99_save humanity_savehumanity_save_savehumanity savepalastine palestine humanity \|
	\| 100 \| ytshorts shortsfeed israel - shorts israel - kon - shortsfeed israel - ytshorts shortsfeed \| 17 \| 100_ytshorts shortsfeed israel_shorts israel_kon_shortsfeed israel \|
	\| 101 \| israel military - power - military - israel military power - military power \| 16 \| 101_israel military_power_military_israel military power \|
	\| 102 \| اولى القبلتين savegazapalestine shorts - القبلتين - vs israel اولى - israel اولى - israel اولى القبلتين \| 16 \| 102_اولى القبلتين savegazapalestine shorts_القبلتين_vs israel اولى_israel اولى \|
	\| 103 \| this is humanity - humanity - is humanity - humanity palestine - kerosene \| 16 \| 103_this is humanity_humanity_is humanity_humanity palestine \|
	\| 104 \| raid - israeli forces raid - forces raid - raid west bank - raid west \| 16 \| 104_raid_israeli forces raid_forces raid_raid west bank \|
	\| 105 \| whatsapp - whatsapp status - sufyanashrfi - whatsapp status shorts - status \| 16 \| 105_whatsapp_whatsapp status_sufyanashrfi_whatsapp status shorts \|
	\| 106 \| against humanity - keluargaperantau gaza war - crime - crimes - keluargaperantau gaza \| 16 \| 106_against humanity_keluargaperantau gaza war_crime_crimes \|
	\| 107 \| history - evolution - israel history - of israel - evolution of \| 15 \| 107_history_evolution_israel history_of israel \|
	\| 108 \| status - palestine attitude status - palestine attitude - attitude status - shorts viral palestine \| 15 \| 108_status_palestine attitude status_palestine attitude_attitude status \|
	\| 109 \| malema - julius - julius malema - eff - eff leader \| 15 \| 109_malema_julius_julius malema_eff \|
	\| 110 \| jews - orthodox - jews in - यह - jew \| 15 \| 110_jews_orthodox_jews in_यह \|
	\| 111 \| sisters - shorts news - in west bank - in west - dies \| 15 \| 111_sisters_shorts news_in west bank_in west \|
	\| 112 \| bike - superbike - saazidsaifi72 - bikelover - shorts bike \| 15 \| 112_bike_superbike_saazidsaifi72_bikelover \|
	\| 113 \| israeli forces - forces - detained - detain - palestinian \| 14 \| 113_israeli forces_forces_detained_detain \|
	\| 114 \| ll free - palestine ll free - palestine ll free palestine - ll free palestine - palestine ll \| 14 \| 114_ll free_palestine ll free_palestine ll free palestine_ll free palestine \|
	\| 115 \| humanity - humanity is - israelpalestineconflict israel war - more humanity in - only formality humanity \| 14 \| 115_humanity_humanity is_israelpalestineconflict israel war_more humanity in \|
	\| 116 \| hamas - israel hits hamas - israel hits hamas targets - hits hamas targets - hits hamas targets in \| 14 \| 116_hamas_israel hits hamas_israel hits hamas targets_hits hamas targets \|
	\| 117 \| child - palestinian child - after - israeli air strikes - air strikes \| 14 \| 117_child_palestinian child_after_israeli air strikes \|
	\| 118 \| race freepalestine viral - video shorts short - race - palestine vs israel simple - simple marbal race \| 14 \| 118_race freepalestine viral_video shorts short_race_palestine vs israel simple \|
	\| 119 \| yemen - usa - war with the - and usa - یمن \| 14 \| 119_yemen_usa_war with the_and usa \|
	\| 120 \| palestinian woman - woman - woman in - palestinian - israeli forces \| 14 \| 120_palestinian woman_woman_woman in_palestinian \|
	\| 121 \| indonesia - dunia - piala - piala dunia - timnas israel \| 14 \| 121_indonesia_dunia_piala_piala dunia \|
	\| 122 \| youtubeshorts - youtubeshorts shorts - youtube - india shorts - shorts youtubeshorts \| 13 \| 122_youtubeshorts_youtubeshorts shorts_youtube_india shorts \|
	\| 123 \| will be free - be free - will be - palestine will be free - palestine will be \| 13 \| 123_will be free_be free_will be_palestine will be free \|
	\| 124 \| killed - palestinian killed - palestinian - west bank - bank \| 13 \| 124_killed_palestinian killed_palestinian_west bank \|
	\| 125 \| hospital in - watch israeli forces raid - watch israeli forces - hospital in gaza - hospital \| 13 \| 125_hospital in_watch israeli forces raid_watch israeli forces_hospital in gaza \|
	\| 126 \| palestine aqsa masjeed - aqsa masjeed - masjeed - palestine aqsa - palestine support palestine aqsa \| 12 \| 126_palestine aqsa masjeed_aqsa masjeed_masjeed_palestine aqsa \|
	\| 127 \| list of - palestine and israel informative - list of celebrities - informative - informative video \| 12 \| 127_list of_palestine and israel informative_list of celebrities_informative \|
	\| 128 \| india - warzone india - india supports - india support - israel warzone india \| 12 \| 128_india_warzone india_india supports_india support \|
	\| 129 \| nancy - south korea 4k status - south korea 4k - queen of south korea - queen of south \| 12 \| 129_nancy_south korea 4k status_south korea 4k_queen of south korea \|
	\| 130 \| three - three palestinians - kill three - kill - forces kill \| 12 \| 130_three_three palestinians_kill three_kill \|
	\| 131 \| dream - shorts islam - egypt israel - free palestine - islam trending allah \| 12 \| 131_dream_shorts islam_egypt israel_free palestine \|
	\| 132 \| love - we love - love palestine - we - freepalestine love \| 12 \| 132_love_we love_love palestine_we \|
	\| 133 \| salam - salam ya - ya - humanity salam ya - humanity salam \| 12 \| 133_salam_salam ya_ya_humanity salam ya \|
	\| 134 \| save - save gaza - shorts save gaza - shorts save - save gaza save palestine \| 12 \| 134_save_save gaza_shorts save gaza_shorts save \|
	\| 135 \| china - chinese - with palki sharma - vantage with palki - vantage with palki sharma \| 12 \| 135_china_chinese_with palki sharma_vantage with palki \|
	\| 136 \| quotes - benjamin netanyahu quotes - benjaminnetanyahu israel - netanyahu quotes - viral benjaminnetanyahu israel warzone \| 12 \| 136_quotes_benjamin netanyahu quotes_benjaminnetanyahu israel_netanyahu quotes \|
	\| 137 \| military - training - israel military - military israel - israel military training \| 11 \| 137_military_training_israel military_military israel \|
	\| 138 \| australia - gaza humanity pray - gaza humanity pray savepalestine - humanity pray savepalestine - pray savepalestine \| 11 \| 138_australia_gaza humanity pray_gaza humanity pray savepalestine_humanity pray savepalestine \|
	\| 139 \| settlements - bank city of nablus - occupied west bank city - city of nablus - of nablus \| 11 \| 139_settlements_bank city of nablus_occupied west bank city_city of nablus \|
	\| 140 \| hate - hate israel - that hate - countries that hate - that hate israel \| 11 \| 140_hate_hate israel_that hate_countries that hate \|
	\| 141 \| videos - islamic videos - religion - islamic - allah \| 11 \| 141_videos_islamic videos_religion_islamic \|
	\| 142 \| genocide - stop - stopwars israel - stopwars israel palestine - the genocide \| 11 \| 142_genocide_stop_stopwars israel_stopwars israel palestine \|
	\| 143 \| islam - palestine islam free palestine - palestine islam free - islam free palestine - free \| 11 \| 143_islam_palestine islam free palestine_palestine islam free_islam free palestine \|
	\| 144 \| freepalestine palestina 2023 - gaza freepalestine palestina - gaza freepalestine palestina 2023 - palestina 2023 - ytshorts غزة \| 11 \| 144_freepalestine palestina 2023_gaza freepalestine palestina_gaza freepalestine palestina 2023_palestina 2023 \|
	\| 145 \| history - history palestine - of palestine palestine gaza - history of palestine palestine - history of palestine \| 10 \| 145_history_history palestine_of palestine palestine gaza_history of palestine palestine \|
	\| 146 \| deepens - humanitarian crisis deepens - crisis deepens - humanitarian crisis - crisis \| 10 \| 146_deepens_humanitarian crisis deepens_crisis deepens_humanitarian crisis \|
	\| 147 \| allah save - allah save gaza - allah - ya allah save gaza - ya allah save \| 10 \| 147_allah save_allah save gaza_allah_ya allah save gaza \|
	\| 148 \| rally - palestine rally - kingdom shorts freepalestine - kingdom shorts - in united kingdom \| 10 \| 148_rally_palestine rally_kingdom shorts freepalestine_kingdom shorts \|

	</details>

	## Training hyperparameters

	* calculate_probabilities: False
	* language: multilingual
	* low_memory: False
	* min_topic_size: 10
	* n_gram_range: (1, 4)
	* nr_topics: None
	* seed_topic_list: None
	* top_n_words: 25
	* verbose: False
	* zeroshot_min_similarity: 0.7
	* zeroshot_topic_list: None

	## Framework versions

	* Numpy: 1.24.3
	* HDBSCAN: 0.8.33
	* UMAP: 0.5.5
	* Pandas: 2.1.4
	* Scikit-Learn: 1.2.2
	* Sentence-transformers: 2.2.2
	* Transformers: 4.36.2
	* Numba: 0.58.1
	* Plotly: 5.16.1
	* Python: 3.10.12