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pip install -U bertopic1from bertopic import BERTopic
2topic_model = BERTopic.load("geektech/BERTopic-Israel-Palestine-Title3")
3
4topic_model.get_topic_info()| 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 |