bertopic_ver2.0 / README.md

Add BERTopic model

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

	# bertopic_ver2.0

	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("hts98/bertopic_ver2.0")

	topic_model.get_topic_info()
	```

	## Topic overview

	* Number of topics: 207
	* Number of training documents: 529579

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

	\| Topic ID \| Topic Keywords \| Topic Frequency \| Label \|
	\|----------\|----------------\|-----------------\|-------\|
	\| -1 \| ok - ms - wifi - swimming - balcony \| 150 \| -1_ok_ms_wifi_swimming \|
	\| 0 \| hanoi - quarter - halong - sapa - lake \| 217212 \| 0_hanoi_quarter_halong_sapa \|
	\| 1 \| vietnamese - vietnam - viet - western - weeks \| 47397 \| 1_vietnamese_vietnam_viet_western \|
	\| 2 \| hoi - homestay - ancient - bikes - bicycles \| 46092 \| 2_hoi_homestay_ancient_bikes \|
	\| 3 \| told - smell - said - dirty - com \| 16583 \| 3_told_smell_said_dirty \|
	\| 4 \| hostel - dorm - dorms - hostels - lockers \| 12960 \| 4_hostel_dorm_dorms_hostels \|
	\| 5 \| saigon - square - ben - district - thanh \| 12475 \| 5_saigon_square_ben_district \|
	\| 6 \| bikes - bike - bicycles - rent - scooter \| 8246 \| 6_bikes_bike_bicycles_rent \|
	\| 7 \| minh - ho - chi - district - city \| 6633 \| 7_minh_ho_chi_district \|
	\| 8 \| hue - citadel - perfume - imperial - tombs \| 6057 \| 8_hue_citadel_perfume_imperial \|
	\| 9 \| noise - loud - noisy - music - hear \| 4572 \| 9_noise_loud_noisy_music \|
	\| 10 \| villa - villas - bedroom - private - butler \| 4060 \| 10_villa_villas_bedroom_private \|
	\| 11 \| sea - ocean - beach - seaview - khe \| 4032 \| 11_sea_ocean_beach_seaview \|
	\| 12 \| nha - trang - nhi - novotel - nhatrang \| 3936 \| 12_nha_trang_nhi_novotel \|
	\| 13 \| hcmc - district - ben - rooftop - attractions \| 3890 \| 13_hcmc_district_ben_rooftop \|
	\| 14 \| massage - spa - therapist - massages - body \| 3680 \| 14_massage_spa_therapist_massages \|
	\| 15 \| swimming - pool - roof - rooftop - swim \| 3645 \| 15_swimming_pool_roof_rooftop \|
	\| 16 \| resort - resorts - pools - grounds - relaxing \| 3495 \| 16_resort_resorts_pools_grounds \|
	\| 17 \| quarter - quarters - old - heart - middle \| 3454 \| 17_quarter_quarters_old_heart \|
	\| 18 \| nang - da - khe - han - fivitel \| 3311 \| 18_nang_da_khe_han \|
	\| 19 \| staffs - polite - helped - desk - kind \| 2991 \| 19_staffs_polite_helped_desk \|
	\| 20 \| hostel - hostels - backpackers - dorm - tomodachi \| 2813 \| 20_hostel_hostels_backpackers_dorm \|
	\| 21 \| mekong - delta - floating - lodge - tho \| 2779 \| 21_mekong_delta_floating_lodge \|
	\| 22 \| hostel - hostels - dalat - dorm - dorms \| 2694 \| 22_hostel_hostels_dalat_dorm \|
	\| 23 \| center - shopping - centre - city - attractions \| 2650 \| 23_center_shopping_centre_city \|
	\| 24 \| longer - nights - stayed - enjoyed - total \| 2465 \| 24_longer_nights_stayed_enjoyed \|
	\| 25 \| halong - cruise - bay - cruises - overnight \| 2380 \| 25_halong_cruise_bay_cruises \|
	\| 26 \| danang - sanouva - han - dragon - khe \| 2346 \| 26_danang_sanouva_han_dragon \|
	\| 27 \| quoc - phu - island - regent - bauhinia \| 2314 \| 27_quoc_phu_island_regent \|
	\| 28 \| asia - chinese - se - hong - asian \| 2298 \| 28_asia_chinese_se_hong \|
	\| 29 \| ben - thanh - halal - muslim - market \| 2268 \| 29_ben_thanh_halal_muslim \|
	\| 30 \| lake - west - quarter - cathedral - sword \| 2114 \| 30_lake_west_quarter_cathedral \|
	\| 31 \| nights - 2015 - 2018 - stayed - november \| 2068 \| 31_nights_2015_2018_stayed \|
	\| 32 \| kiem - hoan - lake - hoam - joseph \| 2036 \| 32_kiem_hoan_lake_hoam \|
	\| 33 \| swimming - pools - pool - swim - kids \| 2017 \| 33_swimming_pools_pool_swim \|
	\| 34 \| siesta - la - trendy - bean - premium \| 1958 \| 34_siesta_la_trendy_bean \|
	\| 35 \| river - riverview - overlooking - views - boat \| 1841 \| 35_river_riverview_overlooking_views \|
	\| 36 \| star - stars - rating - 5star - rated \| 1829 \| 36_star_stars_rating_5star \|
	\| 37 \| phong - nha - farmstay - cave - caves \| 1760 \| 37_phong_nha_farmstay_cave \|
	\| 38 \| lounge - club - executive - platinum - accor \| 1671 \| 38_lounge_club_executive_platinum \|
	\| 39 \| ninh - binh - coc - mua - vancouver \| 1657 \| 39_ninh_binh_coc_mua \|
	\| 40 \| birthday - cake - honeymoon - wedding - anniversary \| 1581 \| 40_birthday_cake_honeymoon_wedding \|
	\| 41 \| market - convenient - shopping - markets - center \| 1562 \| 41_market_convenient_shopping_markets \|
	\| 42 \| mui - ne - hills - muine - thiet \| 1392 \| 42_mui_ne_hills_muine \|
	\| 43 \| sapa - train - halong - bay - trips \| 1389 \| 43_sapa_train_halong_bay \|
	\| 44 \| hcm - district - ben - hcmh - thanh \| 1376 \| 44_hcm_district_ben_hcmh \|
	\| 45 \| district - d1 - attractions - rooftop - heart \| 1334 \| 45_district_d1_attractions_rooftop \|
	\| 46 \| lodge - bamboo - tien - cottages - national \| 1314 \| 46_lodge_bamboo_tien_cottages \|
	\| 47 \| villa - villas - hoi - cherry - tnt \| 1232 \| 47_villa_villas_hoi_cherry \|
	\| 48 \| speak - english - speaks - spoke - language \| 1151 \| 48_speak_english_speaks_spoke \|
	\| 49 \| ha - bay - long - cruise - boat \| 1143 \| 49_ha_bay_long_cruise \|
	\| 50 \| hue - citadel - serene - imperial - perfume \| 1130 \| 50_hue_citadel_serene_imperial \|
	\| 51 \| cat - ba - catba - island - woodstock \| 1121 \| 51_cat_ba_catba_island \|
	\| 52 \| japanese - yen - japan - bridge - tokyo \| 1099 \| 52_japanese_yen_japan_bridge \|
	\| 53 \| siesta - la - trendy - premium - bean \| 1038 \| 53_siesta_la_trendy_premium \|
	\| 54 \| airport - transit - taxi - flight - uber \| 1020 \| 54_airport_transit_taxi_flight \|
	\| 55 \| tau - vung - pullman - malibu - mercure \| 1010 \| 55_tau_vung_pullman_malibu \|
	\| 56 \| loop - giang - bong - guides - ha \| 979 \| 56_loop_giang_bong_guides \|
	\| 57 \| dalat - edensee - valley - golf - center \| 927 \| 57_dalat_edensee_valley_golf \|
	\| 58 \| anantara - ne - mui - noel - anantaras \| 857 \| 58_anantara_ne_mui_noel \|
	\| 59 \| naman - retreat - ambassador - hay - babylon \| 841 \| 59_naman_retreat_ambassador_hay \|
	\| 60 \| beach - 40km - sea - chill - sand \| 769 \| 60_beach_40km_sea_chill \|
	\| 61 \| vinpearl - vin - safari - pearl - discovery \| 749 \| 61_vinpearl_vin_safari_pearl \|
	\| 62 \| vegan - vegetarian - vegetarians - seafood - chicken \| 715 \| 62_vegan_vegetarian_vegetarians_seafood \|
	\| 63 \| salinda - quoc - phu - jeevan - indian \| 702 \| 63_salinda_quoc_phu_jeevan \|
	\| 64 \| dao - senses - condor - poulo - van \| 695 \| 64_dao_senses_condor_poulo \|
	\| 65 \| french - colonial - france - paris - style \| 689 \| 65_french_colonial_france_paris \|
	\| 66 \| thank - ms - appreciation - smile - express \| 688 \| 66_thank_ms_appreciation_smile \|
	\| 67 \| dragon - han - bridge - rising - river \| 686 \| 67_dragon_han_bridge_rising \|
	\| 68 \| james - basic - helpfull - slave - supporting \| 683 \| 68_james_basic_helpfull_slave \|
	\| 69 \| noi - ha - graceful - hoan - kiem \| 657 \| 69_noi_ha_graceful_hoan \|
	\| 70 \| host - hosts - hostal - hostess - family \| 629 \| 70_host_hosts_hostal_hostess \|
	\| 71 \| metropole - sofitel - wing - legend - history \| 623 \| 71_metropole_sofitel_wing_legend \|
	\| 72 \| coc - tam - mua - caves - ecolodge \| 617 \| 72_coc_tam_mua_caves \|
	\| 73 \| opera - wing - house - hilton - history \| 599 \| 73_opera_wing_house_hilton \|
	\| 74 \| citadel - tombs - perfume - imperial - pagoda \| 581 \| 74_citadel_tombs_perfume_imperial \|
	\| 75 \| residencia - la - residence - dora - casa \| 558 \| 75_residencia_la_residence_dora \|
	\| 76 \| pros - cons - pro - poor - properly \| 540 \| 76_pros_cons_pro_poor \|
	\| 77 \| fusion - fusionista - treatments - quoc - phu \| 526 \| 77_fusion_fusionista_treatments_quoc \|
	\| 78 \| mia - sandals - cliff - baia - cindy \| 502 \| 78_mia_sandals_cliff_baia \|
	\| 79 \| kiman - kim - mama - kims - ty \| 490 \| 79_kiman_kim_mama_kims \|
	\| 80 \| ming - ho - min - chi - mihn \| 487 \| 80_ming_ho_min_chi \|
	\| 81 \| oriental - suites - mary - central - brian \| 483 \| 81_oriental_suites_mary_central \|
	\| 82 \| rex - follies - governor - history - journalists \| 475 \| 82_rex_follies_governor_history \|
	\| 83 \| veranda - la - quoc - phu - colonial \| 467 \| 83_veranda_la_quoc_phu \|
	\| 84 \| island - bungalows - bungalow - beaches - snorkeling \| 458 \| 84_island_bungalows_bungalow_beaches \|
	\| 85 \| mango - eco - plantation - bay - bungalow \| 450 \| 85_mango_eco_plantation_bay \|
	\| 86 \| lat - da - dreams - axel - amore \| 442 \| 86_lat_da_dreams_axel \|
	\| 87 \| ancient - town - tai - shuttle - bicycle \| 442 \| 87_ancient_town_tai_shuttle \|
	\| 88 \| nha - trang - russian - anam - regalia \| 436 \| 88_nha_trang_russian_anam \|
	\| 89 \| chau - mai - valley - ecolodge - villages \| 435 \| 89_chau_mai_valley_ecolodge \|
	\| 90 \| hyatt - park - saigon - opera - square \| 424 \| 90_hyatt_park_saigon_opera \|
	\| 91 \| serene - shining - palace - hue - premier \| 421 \| 91_serene_shining_palace_hue \|
	\| 92 \| dong - geminai - khoi - myst - caves \| 410 \| 92_dong_geminai_khoi_myst \|
	\| 93 \| hcmc - district - anpha - chahn - vietnam \| 406 \| 93_hcmc_district_anpha_chahn \|
	\| 94 \| jw - marriott - executive - lounge - grill \| 403 \| 94_jw_marriott_executive_lounge \|
	\| 95 \| silverland - jolie - sakyo - yen - afternoon \| 403 \| 95_silverland_jolie_sakyo_yen \|
	\| 96 \| korean - korea - koreans - ri - chung \| 399 \| 96_korean_korea_koreans_ri \|
	\| 97 \| notre - dame - war - museum - remnants \| 396 \| 97_notre_dame_war_museum \|
	\| 98 \| golden - moon - legend - alisa - jay \| 395 \| 98_golden_moon_legend_alisa \|
	\| 99 \| selva - la - jackie - kevin - jane \| 395 \| 99_selva_la_jackie_kevin \|
	\| 100 \| palm - garden - gardens - palmy - resort \| 395 \| 100_palm_garden_gardens_palmy \|
	\| 101 \| nang - da - chicland - dragon - buddha \| 394 \| 101_nang_da_chicland_dragon \|
	\| 102 \| saigon - hostel - hideout - dorm - backpackers \| 389 \| 102_saigon_hostel_hideout_dorm \|
	\| 103 \| golden - sun - suites - eric - jessie \| 386 \| 103_golden_sun_suites_eric \|
	\| 104 \| cambodia - border - cambodian - penh - phnom \| 384 \| 104_cambodia_border_cambodian_penh \|
	\| 105 \| metropole - sofitel - wing - legend - history \| 382 \| 105_metropole_sofitel_wing_legend \|
	\| 106 \| ngu - lao - pham - vien - bui \| 372 \| 106_ngu_lao_pham_vien \|
	\| 107 \| town - old - obsequious - storeplace - 75us \| 363 \| 107_town_old_obsequious_storeplace \|
	\| 108 \| moon - alisa - bob - madam - lunar \| 362 \| 108_moon_alisa_bob_madam \|
	\| 109 \| nhon - quy - avani - flc - seagull \| 354 \| 109_nhon_quy_avani_flc \|
	\| 110 \| riverside - royal - na - tham - river \| 352 \| 110_riverside_royal_na_tham \|
	\| 111 \| oriental - suites - mary - central - brian \| 344 \| 111_oriental_suites_mary_central \|
	\| 112 \| jade - hue - scene - citadel - juice \| 334 \| 112_jade_hue_scene_citadel \|
	\| 113 \| alagon - maison - ma - antique - dantique \| 333 \| 113_alagon_maison_ma_antique \|
	\| 114 \| minh - ho - chi - hostel - dablend \| 329 \| 114_minh_ho_chi_hostel \|
	\| 115 \| christina - christinas - trevor - mothership - onetrip \| 327 \| 115_christina_christinas_trevor_mothership \|
	\| 116 \| lotus - royal - chin - veronica - danang \| 327 \| 116_lotus_royal_chin_veronica \|
	\| 117 \| wifi - signal - fi - wi - internet \| 324 \| 117_wifi_signal_fi_wi \|
	\| 118 \| russian - russians - russia - volga - moscow \| 319 \| 118_russian_russians_russia_volga \|
	\| 119 \| liberty - citypoint - riverside - central - saigon \| 312 \| 119_liberty_citypoint_riverside_central \|
	\| 120 \| hcmc - saigon - square - zohn - district \| 309 \| 120_hcmc_saigon_square_zohn \|
	\| 121 \| marriott - jw - marriotts - platinum - elite \| 302 \| 121_marriott_jw_marriotts_platinum \|
	\| 122 \| essence - palace - suzy - christine - phoebe \| 301 \| 122_essence_palace_suzy_christine \|
	\| 123 \| gym - fitness - equipment - weights - machines \| 298 \| 123_gym_fitness_equipment_weights \|
	\| 124 \| hai - phong - somerset - avani - td \| 297 \| 124_hai_phong_somerset_avani \|
	\| 125 \| window - windows - windowless - claustrophobic - corridor \| 297 \| 125_window_windows_windowless_claustrophobic \|
	\| 126 \| lotte - dennis - dat - 63 - department \| 296 \| 126_lotte_dennis_dat_63 \|
	\| 127 \| orchid - orchids - tammy - garden - hue \| 289 \| 127_orchid_orchids_tammy_garden \|
	\| 128 \| pullman - accor - saigon - executive - cow \| 288 \| 128_pullman_accor_saigon_executive \|
	\| 129 \| golden - sun - suites - eric - palace \| 282 \| 129_golden_sun_suites_eric \|
	\| 130 \| moon - luna - moons - tri - tailoring \| 281 \| 130_moon_luna_moons_tri \|
	\| 131 \| bartender - rooftop - cocktails - bar - cocktail \| 280 \| 131_bartender_rooftop_cocktails_bar \|
	\| 132 \| maia - fusion - treatments - fusionista - spa \| 267 \| 132_maia_fusion_treatments_fusionista \|
	\| 133 \| peppercorn - pepper - farm - brewery - kayaks \| 267 \| 133_peppercorn_pepper_farm_brewery \|
	\| 134 \| amiana - pools - mud - nha - trang \| 265 \| 134_amiana_pools_mud_nha \|
	\| 135 \| dalat - canyoning - hostel - luu - dinner \| 255 \| 135_dalat_canyoning_hostel_luu \|
	\| 136 \| english - speak - speaks - spoke - speaking \| 254 \| 136_english_speak_speaks_spoke \|
	\| 137 \| rosaleen - rosaka - nhi - rosa - rosabella \| 254 \| 137_rosaleen_rosaka_nhi_rosa \|
	\| 138 \| boutique - pama - della - charming - definition \| 254 \| 138_boutique_pama_della_charming \|
	\| 139 \| pullman - accor - cow - quoc - mad \| 254 \| 139_pullman_accor_cow_quoc \|
	\| 140 \| hoian - rossie - ancient - hoians - ahoy \| 252 \| 140_hoian_rossie_ancient_hoians \|
	\| 141 \| nikko - saigon - japanese - seafood - club \| 252 \| 141_nikko_saigon_japanese_seafood \|
	\| 142 \| apricot - artwork - chandeliers - sketch - lake \| 245 \| 142_apricot_artwork_chandeliers_sketch \|
	\| 143 \| sofia - antonio - nang - ryan - danang \| 244 \| 143_sofia_antonio_nang_ryan \|
	\| 144 \| gia - pham - thy - nga - homestay \| 244 \| 144_gia_pham_thy_nga \|
	\| 145 \| song - lam - villa - saigon - speedboat \| 242 \| 145_song_lam_villa_saigon \|
	\| 146 \| indochine - palace - hue - bwp - christine \| 242 \| 146_indochine_palace_hue_bwp \|
	\| 147 \| anam - pools - eka - ranh - cam \| 241 \| 147_anam_pools_eka_ranh \|
	\| 148 \| rooftop - roof - bar - barrestaurant - sky \| 239 \| 148_rooftop_roof_bar_barrestaurant \|
	\| 149 \| hoang - trinh - tan - le - madam \| 236 \| 149_hoang_trinh_tan_le \|
	\| 150 \| golden - legend - gold - diamond - art \| 236 \| 150_golden_legend_gold_diamond \|
	\| 151 \| jacuzzi - sauna - jacuzzis - steam - afternoon \| 235 \| 151_jacuzzi_sauna_jacuzzis_steam \|
	\| 152 \| sheraton - sheratons - spg - briana - tran \| 233 \| 152_sheraton_sheratons_spg_briana \|
	\| 153 \| thai - bangkok - thailand - bao - und \| 226 \| 153_thai_bangkok_thailand_bao \|
	\| 154 \| muca - osaka - gardens - vegetable - riverside \| 226 \| 154_muca_osaka_gardens_vegetable \|
	\| 155 \| sheraton - nha - trang - altitude - briana \| 225 \| 155_sheraton_nha_trang_altitude \|
	\| 156 \| vien - bui - bu - street - alley \| 224 \| 156_vien_bui_bu_street \|
	\| 157 \| ruby - pearl - sapphire - amber - thien \| 223 \| 157_ruby_pearl_sapphire_amber \|
	\| 158 \| australia - australian - aussie - melbourne - australians \| 222 \| 158_australia_australian_aussie_melbourne \|
	\| 159 \| sherwood - residence - suites - apartment - dryer \| 221 \| 159_sherwood_residence_suites_apartment \|
	\| 160 \| selva - la - sinfonia - vela - del \| 219 \| 160_selva_la_sinfonia_vela \|
	\| 161 \| hyatt - park - globalist - dreyer - agathe \| 219 \| 161_hyatt_park_globalist_dreyer \|
	\| 162 \| hai - nam - seasons - butler - ghm \| 217 \| 162_hai_nam_seasons_butler \|
	\| 163 \| liberty - citypoint - central - riverside - bistro \| 216 \| 163_liberty_citypoint_central_riverside \|
	\| 164 \| 3b - homestay - bc - hanowood - luan \| 213 \| 164_3b_homestay_bc_hanowood \|
	\| 165 \| vinh - hung - emerald - riverside - library \| 213 \| 165_vinh_hung_emerald_riverside \|
	\| 166 \| buffet - restau - extensive - buffets - ladyship \| 213 \| 166_buffet_restau_extensive_buffets \|
	\| 167 \| jm - marvel - cuong - anna - lucy \| 210 \| 167_jm_marvel_cuong_anna \|
	\| 168 \| write - review - reviews - advisor - compelled \| 207 \| 168_write_review_reviews_advisor \|
	\| 169 \| meridien - le - spg - saigon - andy \| 206 \| 169_meridien_le_spg_saigon \|
	\| 170 \| heaven - green - phuoc - tuong - thuy \| 205 \| 170_heaven_green_phuoc_tuong \|
	\| 171 \| gallery - premier - majestic - brian - monica \| 205 \| 171_gallery_premier_majestic_brian \|
	\| 172 \| hano - hanio - hani - hannoi - recommand \| 203 \| 172_hano_hanio_hani_hannoi \|
	\| 173 \| nikko - japanese - club - okura - beige \| 201 \| 173_nikko_japanese_club_okura \|
	\| 174 \| 1010 - 910 - tak - humbleness - 810 \| 201 \| 174_1010_910_tak_humbleness \|
	\| 175 \| imperial - palace - tombs - perfume - falicities \| 201 \| 175_imperial_palace_tombs_perfume \|
	\| 176 \| pearl - junie - amanda - betty - dominic \| 194 \| 176_pearl_junie_amanda_betty \|
	\| 177 \| siesta - la - lavita - trendy - bean \| 192 \| 177_siesta_la_lavita_trendy \|
	\| 178 \| leo - tigers - tiger - tiny - canyoning \| 191 \| 178_leo_tigers_tiger_tiny \|
	\| 179 \| omelette - omelettes - omelet - omelets - vissai \| 190 \| 179_omelette_omelettes_omelet_omelets \|
	\| 180 \| lat - da - canyoning - hostel - dablend \| 188 \| 180_lat_da_canyoning_hostel \|
	\| 181 \| melia - meli - vi - mellia - bavi \| 186 \| 181_melia_meli_vi_mellia \|
	\| 182 \| muong - thanh - tinh - quang - mung \| 182 \| 182_muong_thanh_tinh_quang \|
	\| 183 \| grand - hmc - tower - wing - hotram \| 181 \| 183_grand_hmc_tower_wing \|
	\| 184 \| tho - kieu - xoai - quay - floating \| 180 \| 184_tho_kieu_xoai_quay \|
	\| 185 \| infinity - suresh - ocean - 47th - ying \| 180 \| 185_infinity_suresh_ocean_47th \|
	\| 186 \| lasenta - fields - rice - paddy - infinity \| 180 \| 186_lasenta_fields_rice_paddy \|
	\| 187 \| cherish - hue - larry - citadel - jay \| 179 \| 187_cherish_hue_larry_citadel \|
	\| 188 \| venus - tracey - sunny - uyen - tick \| 178 \| 188_venus_tracey_sunny_uyen \|
	\| 189 \| bonsella - prestige - jason - eddie - kiem \| 176 \| 189_bonsella_prestige_jason_eddie \|
	\| 190 \| pilgrimage - village - miwa - slope - pilgrim \| 175 \| 190_pilgrimage_village_miwa_slope \|
	\| 191 \| alba - wellness - onsen - springs - zipline \| 174 \| 191_alba_wellness_onsen_springs \|
	\| 192 \| sheraton - towers - tower - saigon - lounge \| 172 \| 192_sheraton_towers_tower_saigon \|
	\| 193 \| somerset - chancellor - apartment - apartments - court \| 172 \| 193_somerset_chancellor_apartment_apartments \|
	\| 194 \| essence - palace - tom - suzy - christine \| 170 \| 194_essence_palace_tom_suzy \|
	\| 195 \| royal - palace - prince - expierence - citybay \| 170 \| 195_royal_palace_prince_expierence \|
	\| 196 \| bungalow - bungalows - beach - beachfront - seaside \| 168 \| 196_bungalow_bungalows_beach_beachfront \|
	\| 197 \| sofitel - plaza - saigon - mezz - club \| 166 \| 197_sofitel_plaza_saigon_mezz \|
	\| 198 \| maison - vy - privileges - cargo - glory \| 165 \| 198_maison_vy_privileges_cargo \|
	\| 199 \| deluxe - superior - premium - amex - standard \| 163 \| 199_deluxe_superior_premium_amex \|
	\| 200 \| melia - vi - bavi - ba - mountain \| 160 \| 200_melia_vi_bavi_ba \|
	\| 201 \| emerald - waters - elegance - jasmine - trendy \| 157 \| 201_emerald_waters_elegance_jasmine \|
	\| 202 \| mosquitoes - mosquito - mosquitos - repellent - nets \| 155 \| 202_mosquitoes_mosquito_mosquitos_repellent \|
	\| 203 \| storia - ruby - la - isabella - jasmine \| 153 \| 203_storia_ruby_la_isabella \|
	\| 204 \| gallery - ogallery - premier - majestic - thomas \| 152 \| 204_gallery_ogallery_premier_majestic \|
	\| 205 \| jw - marriott - university - lamarck - quoc \| 151 \| 205_jw_marriott_university_lamarck \|

	</details>

	## 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: True
	* zeroshot_min_similarity: 0.7
	* zeroshot_topic_list: None

	## Framework versions

	* Numpy: 1.24.3
	* HDBSCAN: 0.8.33
	* UMAP: 0.5.5
	* Pandas: 2.0.3
	* Scikit-Learn: 1.2.2
	* Sentence-transformers: 2.2.2
	* Transformers: 4.35.2
	* Numba: 0.57.1
	* Plotly: 5.16.1
	* Python: 3.10.12