Save example BERTopic model
Browse files- README.md +296 -0
- config.json +16 -0
- ctfidf.safetensors +3 -0
- ctfidf_config.json +0 -0
- topic_embeddings.safetensors +3 -0
- topics.json +0 -0
README.md
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| 1 |
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---
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tags:
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- bertopic
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library_name: bertopic
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pipeline_tag: text-classification
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---
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# Wikipedia-example-topic-model
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This is a [BERTopic](https://github.com/MaartenGr/BERTopic) model.
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BERTopic is a flexible and modular topic modeling framework that allows for the generation of easily interpretable topics from large datasets.
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## Usage
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To use this model, please install BERTopic:
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```
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pip install -U bertopic
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```
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You can use the model as follows:
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```python
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from bertopic import BERTopic
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topic_model = BERTopic.load("TopicNavi/Wikipedia-example-topic-model")
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topic_model.get_topic_info()
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```
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## Topic overview
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* Number of topics: 227
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* Number of training documents: 25000
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<details>
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<summary>Click here for an overview of all topics.</summary>
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| Topic ID | Topic Keywords | Topic Frequency | Label |
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|----------|----------------|-----------------|-------|
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| 41 |
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| -1 | of - the - to - and - in | 10 | -1_of_the_to_and |
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| 42 |
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| 0 | actor - he - award - his - born | 7457 | 0_actor_he_award_his |
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| 43 |
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| 1 | film - directed - stars - written - by | 1494 | 1_film_directed_stars_written |
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| 44 |
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| 2 | actress - she - her - award - born | 1487 | 2_actress_she_her_award |
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| 45 |
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| 3 | series - premiered - created - season - television | 1339 | 3_series_premiered_created_season |
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| 46 |
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| 4 | band - rock - guitarist - formed - lead | 740 | 4_band_rock_guitarist_formed |
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| 47 |
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| 5 | species - are - genus - breed - dog | 501 | 5_species_are_genus_breed |
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| 48 |
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| 6 | indian - hindi - filmfare - cinema - tamil | 428 | 6_indian_hindi_filmfare_cinema |
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| 49 |
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| 7 | footballer - club - professional - plays - midfielder | 395 | 7_footballer_club_professional_plays |
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| 50 |
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| 8 | king - queen - prince - duke - throne | 372 | 8_king_queen_prince_duke |
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| 51 |
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| 9 | symptoms - disease - may - disorder - pain | 310 | 9_symptoms_disease_may_disorder |
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| 52 |
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| 10 | war - battle - fought - empire - german | 299 | 10_war_battle_fought_empire |
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| 53 |
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| 11 | sexual - sex - or - gender - activity | 284 | 11_sexual_sex_or_gender |
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| 54 |
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| 12 | singer - songwriter - album - music - albums | 268 | 12_singer_songwriter_album_music |
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| 55 |
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| 13 | language - spoken - languages - ethnic - speakers | 262 | 13_language_spoken_languages_ethnic |
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| 56 |
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| 14 | company - multinational - headquartered - corporation - technology | 204 | 14_company_multinational_headquartered_corporation |
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| 57 |
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| 15 | species - plant - genus - fruit - plants | 203 | 15_species_plant_genus_fruit |
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| 58 |
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| 16 | poet - philosopher - his - writer - novelist | 197 | 16_poet_philosopher_his_writer |
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| 59 |
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| 17 | aircraft - boeing - fighter - air - designed | 185 | 17_aircraft_boeing_fighter_air |
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| 60 |
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| 18 | game - xbox - playstation - developed - windows | 183 | 18_game_xbox_playstation_developed |
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| 61 |
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| 19 | city - capital - population - area - largest | 175 | 19_city_capital_population_area |
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| 62 |
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| 20 | manga - anime - aired - adaptation - japanese | 164 | 20_manga_anime_aired_adaptation |
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| 63 |
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| 21 | hindilanguage - indian - stars - film - produced | 156 | 21_hindilanguage_indian_stars_film |
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| 64 |
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| 22 | bible - jesus - god - hebrew - testament | 156 | 22_bible_jesus_god_hebrew |
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| 65 |
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| 23 | mathematics - probability - function - distribution - numbers | 151 | 23_mathematics_probability_function_distribution |
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| 66 |
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| 24 | nba - basketball - player - association - allstar | 150 | 24_nba_basketball_player_association |
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| 67 |
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| 25 | killer - convicted - serial - murders - murder | 148 | 25_killer_convicted_serial_murders |
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| 68 |
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| 26 | rapper - album - records - released - professionally | 141 | 26_rapper_album_records_released |
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| 69 |
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| 27 | wrestling - wwe - wrestler - ring - professional | 140 | 27_wrestling_wwe_wrestler_ring |
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| 70 |
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| 28 | forces - armed - military - force - air | 133 | 28_forces_armed_military_force |
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| 71 |
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| 29 | toyota - car - honda - manufactured - model | 124 | 29_toyota_car_honda_manufactured |
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| 72 |
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| 30 | nfl - football - quarterback - college - played | 116 | 30_nfl_football_quarterback_college |
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| 73 |
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| 31 | greek - mythology - goddess - ancient - roman | 115 | 31_greek_mythology_goddess_ancient |
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| 74 |
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| 32 | disney - walt - entertainment - studios - company | 110 | 32_disney_walt_entertainment_studios |
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| 75 |
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| 33 | team - compete - division - conference - league | 106 | 33_team_compete_division_conference |
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| 76 |
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| 34 | medication - treat - used - mouth - taken | 105 | 34_medication_treat_used_mouth |
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| 77 |
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| 35 | political - social - economic - democracy - government | 100 | 35_political_social_economic_democracy |
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| 78 |
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| 36 | football - club - league - bundesliga - professional | 96 | 36_football_club_league_bundesliga |
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| 79 |
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| 37 | dish - sauce - cheese - meat - vegetables | 92 | 37_dish_sauce_cheese_meat |
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| 80 |
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| 38 | element - chemical - atomic - symbol - metal | 92 | 38_element_chemical_atomic_symbol |
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| 81 |
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| 39 | mind - psychology - or - that - philosophical | 91 | 39_mind_psychology_or_that |
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| 82 |
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| 40 | novel - published - author - story - book | 89 | 40_novel_published_author_story |
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| 83 |
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| 41 | rifle - cartridge - pistol - gun - sig | 85 | 41_rifle_cartridge_pistol_gun |
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| 84 |
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| 42 | cup - fifa - tournament - world - teams | 84 | 42_cup_fifa_tournament_world |
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| 85 |
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| 43 | cofounder - ceo - entrepreneur - investor - facebook | 82 | 43_cofounder_ceo_entrepreneur_investor |
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| 86 |
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| 44 | computer - programming - data - software - language | 82 | 44_computer_programming_data_software |
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| 87 |
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| 45 | marvel - comics - comic - character - books | 81 | 45_marvel_comics_comic_character |
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| 88 |
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| 46 | ufc - mixed - martial - fighting - champion | 77 | 46_ufc_mixed_martial_fighting |
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| 89 |
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| 47 | korean - south - kim - roles - my | 76 | 47_korean_south_kim_roles |
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| 90 |
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| 48 | korean - south - entertainment - group - girl | 75 | 48_korean_south_entertainment_group |
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| 91 |
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| 49 | president - served - vice - states - bush | 74 | 49_president_served_vice_states |
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| 92 |
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| 50 | mafia - crime - cartel - organized - drug | 73 | 50_mafia_crime_cartel_organized |
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| 93 |
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| 51 | islands - island - australia - ocean - pacific | 73 | 51_islands_island_australia_ocean |
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| 94 |
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| 52 | state - india - pradesh - capital - region | 72 | 52_state_india_pradesh_capital |
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| 95 |
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| 53 | politician - president - served - minister - since | 69 | 53_politician_president_served_minister |
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| 96 |
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| 54 | city - county - populous - metropolitan - population | 69 | 54_city_county_populous_metropolitan |
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| 97 |
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| 55 | africa - country - republic - officially - west | 69 | 55_africa_country_republic_officially |
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| 98 |
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| 56 | university - research - college - private - universities | 66 | 56_university_research_college_private |
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| 99 |
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| 57 | ceremony - presented - awards - academy - ampas | 65 | 57_ceremony_presented_awards_academy |
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| 100 |
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| 58 | tennis - open - titles - singles - atp | 64 | 58_tennis_open_titles_singles |
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| 101 |
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| 59 | korean - kim - kst - aired - south | 64 | 59_korean_kim_kst_aired |
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| 102 |
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| 60 | music - rock - genre - pop - punk | 63 | 60_music_rock_genre_pop |
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| 103 |
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| 61 | caribbean - islands - island - country - antilles | 61 | 61_caribbean_islands_island_country |
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| 104 |
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| 62 | politician - senator - republican - democratic - party | 60 | 62_politician_senator_republican_democratic |
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| 105 |
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| 63 | electric - electromagnetic - radiation - energy - magnetic | 57 | 63_electric_electromagnetic_radiation_energy |
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| 106 |
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| 64 | wars - star - jedi - skywalker - trilogy | 55 | 64_wars_star_jedi_skywalker |
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| 107 |
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| 65 | planet - solar - sun - earth - jupiter | 54 | 65_planet_solar_sun_earth |
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| 108 |
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| 66 | class - ship - navy - ships - submarines | 54 | 66_class_ship_navy_ships |
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| 109 |
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| 67 | president - sabha - house - government - chief | 53 | 67_president_sabha_house_government |
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| 110 |
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| 68 | alphabet - letter - alphabets - languages - english | 49 | 68_alphabet_letter_alphabets_languages |
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| 111 |
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| 69 | football - team - represents - mens - governing | 48 | 69_football_team_represents_mens |
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| 112 |
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| 70 | club - football - stadium - league - tier | 48 | 70_club_football_stadium_league |
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| 113 |
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| 71 | empire - ancient - egypt - bc - civilization | 45 | 71_empire_ancient_egypt_bc |
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| 114 |
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| 72 | manufacturer - automobile - automotive - stellantis - company | 45 | 72_manufacturer_automobile_automotive_stellantis |
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| 115 |
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| 73 | flag - flags - national - tricolour - anthem | 44 | 73_flag_flags_national_tricolour |
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| 116 |
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| 74 | church - religious - christianity - religion - movement | 43 | 74_church_religious_christianity_religion |
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| 117 |
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| 75 | minister - prime - conservative - mp - served | 42 | 75_minister_prime_conservative_mp |
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| 118 |
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| 76 | wine - drink - sugar - alcoholic - cocktail | 41 | 76_wine_drink_sugar_alcoholic |
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| 119 |
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| 77 | hindu - hinduism - shiva - vishnu - goddess | 41 | 77_hindu_hinduism_shiva_vishnu |
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| 120 |
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| 78 | batman - dc - comics - gotham - superhero | 41 | 78_batman_dc_comics_gotham |
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| 121 |
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| 79 | formula - racing - driver - prix - championship | 41 | 79_formula_racing_driver_prix |
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| 122 |
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| 80 | airline - airlines - airport - carrier - destinations | 41 | 80_airline_airlines_airport_carrier |
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| 123 |
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| 81 | compound - acid - organic - chemical - formula | 40 | 81_compound_acid_organic_chemical |
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| 124 |
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| 82 | nazi - german - hitler - adolf - germany | 40 | 82_nazi_german_hitler_adolf |
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| 125 |
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| 83 | bond - james - eon - spy - mi6 | 39 | 83_bond_james_eon_spy |
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| 126 |
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| 84 | belief - god - religious - existence - atheism | 39 | 84_belief_god_religious_existence |
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| 127 |
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| 85 | energy - constant - force - heat - unit | 39 | 85_energy_constant_force_heat |
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| 128 |
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| 86 | minister - prime - indian - pakistan - india | 39 | 86_minister_prime_indian_pakistan |
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| 129 |
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| 87 | roman - emperor - bc - augustus - caesar | 38 | 87_roman_emperor_bc_augustus |
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| 130 |
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| 88 | asia - gulf - sea - east - oman | 38 | 88_asia_gulf_sea_east |
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| 131 |
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| 89 | boxer - heavyweight - title - wba - ibf | 37 | 89_boxer_heavyweight_title_wba |
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| 132 |
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| 90 | county - england - city - ceremonial - london | 36 | 90_county_england_city_ceremonial |
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| 133 |
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| 91 | data - learning - algorithm - machine - neural | 36 | 91_data_learning_algorithm_machine |
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| 134 |
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| 92 | day - holiday - celebrated - thanksgiving - celebration | 35 | 92_day_holiday_celebrated_thanksgiving |
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| 135 |
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| 93 | saul - breaking - bad - call - better | 34 | 93_saul_breaking_bad_call |
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| 136 |
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| 94 | punishment - death - execution - homicide - suicide | 34 | 94_punishment_death_execution_homicide |
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| 137 |
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| 95 | degree - education - secondary - bachelor - bachelors | 34 | 95_degree_education_secondary_bachelor |
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| 138 |
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| 96 | console - nintendo - playstation - game - consoles | 34 | 96_console_nintendo_playstation_game |
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| 139 |
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| 97 | iphone - apple - ipad - pro - inc | 34 | 97_iphone_apple_ipad_pro |
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| 140 |
+
| 98 | vitamin - organisms - bacteria - animals - plants | 33 | 98_vitamin_organisms_bacteria_animals |
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| 141 |
+
| 99 | cells - blood - system - gland - organ | 33 | 99_cells_blood_system_gland |
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| 142 |
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| 100 | trek - star - kirk - starship - uss | 33 | 100_trek_star_kirk_starship |
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| 143 |
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| 101 | jews - nazi - camps - camp - extermination | 33 | 101_jews_nazi_camps_camp |
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| 144 |
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| 102 | space - moon - apollo - nasa - shuttle | 33 | 102_space_moon_apollo_nasa |
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| 145 |
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| 103 | roman - empire - rome - western - byzantine | 32 | 103_roman_empire_rome_western |
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| 146 |
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| 104 | marvel - studios - mcu - thor - superhero | 32 | 104_marvel_studios_mcu_thor |
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| 147 |
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| 105 | organisms - biology - genetic - genes - species | 32 | 105_organisms_biology_genetic_genes |
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| 148 |
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| 106 | fashion - gucci - designer - luxury - chanel | 32 | 106_fashion_gucci_designer_luxury |
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| 149 |
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| 107 | baseball - mlb - league - major - runs | 32 | 107_baseball_mlb_league_major |
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| 150 |
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| 108 | island - islands - ireland - isles - northern | 31 | 108_island_islands_ireland_isles |
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| 151 |
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| 109 | creature - folklore - legendary - depicted - or | 31 | 109_creature_folklore_legendary_depicted |
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| 152 |
+
| 110 | empire - mughal - maratha - subcontinent - dynasty | 31 | 110_empire_mughal_maratha_subcontinent |
|
| 153 |
+
| 111 | social - racial - race - racism - white | 31 | 111_social_racial_race_racism |
|
| 154 |
+
| 112 | election - presidential - incumbent - tuesday - republican | 30 | 112_election_presidential_incumbent_tuesday |
|
| 155 |
+
| 113 | building - tallest - street - manhattan - york | 29 | 113_building_tallest_street_manhattan |
|
| 156 |
+
| 114 | bowl - super - champion - football - conference | 29 | 114_bowl_super_champion_football |
|
| 157 |
+
| 115 | election - elections - elect - held - general | 29 | 115_election_elections_elect_held |
|
| 158 |
+
| 116 | soviet - union - stalin - communist - russian | 29 | 116_soviet_union_stalin_communist |
|
| 159 |
+
| 117 | stock - exchange - securities - investment - companies | 29 | 117_stock_exchange_securities_investment |
|
| 160 |
+
| 118 | bmw - mercedesbenz - generation - sedan - marketed | 29 | 118_bmw_mercedesbenz_generation_sedan |
|
| 161 |
+
| 119 | currency - dollar - currencies - monetary - bank | 29 | 119_currency_dollar_currencies_monetary |
|
| 162 |
+
| 120 | dynasty - emperor - china - qin - chinese | 28 | 120_dynasty_emperor_china_qin |
|
| 163 |
+
| 121 | internet - protocol - ip - networks - network | 28 | 121_internet_protocol_ip_networks |
|
| 164 |
+
| 122 | tropical - cyclones - cyclone - hurricane - hemisphere | 28 | 122_tropical_cyclones_cyclone_hurricane |
|
| 165 |
+
| 123 | anthropomorphic - cartoon - character - peanuts - bugs | 28 | 123_anthropomorphic_cartoon_character_peanuts |
|
| 166 |
+
| 124 | elections - election - senate - elect - governor | 28 | 124_elections_election_senate_elect |
|
| 167 |
+
| 125 | windows - operating - microsoft - macos - server | 28 | 125_windows_operating_microsoft_macos |
|
| 168 |
+
| 126 | san - county - california - los - angeles | 27 | 126_san_county_california_los |
|
| 169 |
+
| 127 | potter - harry - hogwarts - rowling - rowlings | 27 | 127_potter_harry_hogwarts_rowling |
|
| 170 |
+
| 128 | tank - soviet - tanks - t72 - armoured | 27 | 128_tank_soviet_tanks_t72 |
|
| 171 |
+
| 129 | website - youtube - pornographic - videos - websites | 26 | 129_website_youtube_pornographic_videos |
|
| 172 |
+
| 130 | missile - missiles - surfacetoair - ballistic - system | 26 | 130_missile_missiles_surfacetoair_ballistic |
|
| 173 |
+
| 131 | formula - championship - fia - racing - drivers | 26 | 131_formula_championship_fia_racing |
|
| 174 |
+
| 132 | mario - game - nintendo - super - games | 26 | 132_mario_game_nintendo_super |
|
| 175 |
+
| 133 | composer - composers - symphony - music - pianist | 26 | 133_composer_composers_symphony_music |
|
| 176 |
+
| 134 | music - theatre - musical - art - or | 26 | 134_music_theatre_musical_art |
|
| 177 |
+
| 135 | party - political - democratic - liberal - labour | 25 | 135_party_political_democratic_liberal |
|
| 178 |
+
| 136 | province - canada - provinces - territories - city | 25 | 136_province_canada_provinces_territories |
|
| 179 |
+
| 137 | airport - busiest - international - passenger - traffic | 25 | 137_airport_busiest_international_passenger |
|
| 180 |
+
| 138 | china - shanghai - province - guangzhou - populous | 24 | 138_china_shanghai_province_guangzhou |
|
| 181 |
+
| 139 | flight - airport - airlines - accident - crashed | 24 | 139_flight_airport_airlines_accident |
|
| 182 |
+
| 140 | expedition - spanish - america - explorer - americas | 24 | 140_expedition_spanish_america_explorer |
|
| 183 |
+
| 141 | economy - gdp - capita - ppp - countries | 24 | 141_economy_gdp_capita_ppp |
|
| 184 |
+
| 142 | ball - sport - players - teams - team | 24 | 142_ball_sport_players_teams |
|
| 185 |
+
| 143 | thrones - fire - ice - hbo - fantasy | 23 | 143_thrones_fire_ice_hbo |
|
| 186 |
+
| 144 | uefa - champions - league - cup - organised | 23 | 144_uefa_champions_league_cup |
|
| 187 |
+
| 145 | terminator - transformers - fiction - science - action | 23 | 145_terminator_transformers_fiction_science |
|
| 188 |
+
| 146 | time - calendar - zone - year - daylight | 23 | 146_time_calendar_zone_year |
|
| 189 |
+
| 147 | caliphate - muhammad - ibn - islam - islamic | 22 | 147_caliphate_muhammad_ibn_islam |
|
| 190 |
+
| 148 | holmes - sherlock - dracula - conan - watson | 22 | 148_holmes_sherlock_dracula_conan |
|
| 191 |
+
| 149 | games - multisport - olympic - olympics - winter | 21 | 149_games_multisport_olympic_olympics |
|
| 192 |
+
| 150 | web - google - search - pages - users | 21 | 150_web_google_search_pages |
|
| 193 |
+
| 151 | google - chat - messaging - users - torrent | 21 | 151_google_chat_messaging_users |
|
| 194 |
+
| 152 | renaissance - italian - leonardo - michelangelo - vinci | 21 | 152_renaissance_italian_leonardo_michelangelo |
|
| 195 |
+
| 153 | amendment - court - constitution - rights - abortion | 21 | 153_amendment_court_constitution_rights |
|
| 196 |
+
| 154 | marvel - continuity - comics - mcu - cinematic | 21 | 154_marvel_continuity_comics_mcu |
|
| 197 |
+
| 155 | draft - players - nba - lottery - eligible | 20 | 155_draft_players_nba_lottery |
|
| 198 |
+
| 156 | kennedy - clinton - president - jacqueline - lewinsky | 20 | 156_kennedy_clinton_president_jacqueline |
|
| 199 |
+
| 157 | shooting - school - injured - killed - mass | 20 | 157_shooting_school_injured_killed |
|
| 200 |
+
| 158 | greys - anatomy - abc - medical - rhimes | 20 | 158_greys_anatomy_abc_medical |
|
| 201 |
+
| 159 | kardashian - kardashians - jenner - keeping - kourtney | 19 | 159_kardashian_kardashians_jenner_keeping |
|
| 202 |
+
| 160 | godfather - corleone - coppola - vito - pacino | 19 | 160_godfather_corleone_coppola_vito |
|
| 203 |
+
| 161 | script - alphabet - chinese - writing - write | 19 | 161_script_alphabet_chinese_writing |
|
| 204 |
+
| 162 | beatles - album - parlophone - studio - songs | 19 | 162_beatles_album_parlophone_studio |
|
| 205 |
+
| 163 | martial - boxing - combat - aikido - wrestling | 18 | 163_martial_boxing_combat_aikido |
|
| 206 |
+
| 164 | york - island - new - borough - county | 18 | 164_york_island_new_borough |
|
| 207 |
+
| 165 | court - supreme - justice - associate - jurist | 18 | 165_court_supreme_justice_associate |
|
| 208 |
+
| 166 | hamlet - shakespeare - shakespeares - tragedy - william | 18 | 166_hamlet_shakespeare_shakespeares_tragedy |
|
| 209 |
+
| 167 | hong - kong - martial - yen - chow | 18 | 167_hong_kong_martial_yen |
|
| 210 |
+
| 168 | rocky - stallone - rambo - sylvester - balboa | 18 | 168_rocky_stallone_rambo_sylvester |
|
| 211 |
+
| 169 | nobel - prize - physics - prizes - physicist | 18 | 169_nobel_prize_physics_prizes |
|
| 212 |
+
| 170 | thrones - hbo - game - 20112019 - fantasy | 18 | 170_thrones_hbo_game_20112019 |
|
| 213 |
+
| 171 | cricket - cricketer - indian - captain - righthanded | 17 | 171_cricket_cricketer_indian_captain |
|
| 214 |
+
| 172 | art - architecture - movement - style - baroque | 17 | 172_art_architecture_movement_style |
|
| 215 |
+
| 173 | nuclear - bomb - weapons - weapon - thermonuclear | 17 | 173_nuclear_bomb_weapons_weapon |
|
| 216 |
+
| 174 | amphetamine - enhancer - stimulant - drug - adhd | 16 | 174_amphetamine_enhancer_stimulant_drug |
|
| 217 |
+
| 175 | walking - dead - kirkman - adlard - amc | 16 | 175_walking_dead_kirkman_adlard |
|
| 218 |
+
| 176 | snuff - genre - comedy - laughter - films | 16 | 176_snuff_genre_comedy_laughter |
|
| 219 |
+
| 177 | superman - dc - aquaman - dceu - warner | 16 | 177_superman_dc_aquaman_dceu |
|
| 220 |
+
| 178 | health - care - medical - medicine - hospitals | 16 | 178_health_care_medical_medicine |
|
| 221 |
+
| 179 | color - colors - rgb - red - blue | 16 | 179_color_colors_rgb_red |
|
| 222 |
+
| 180 | smiley - bokeh - clothing - meme - face | 16 | 180_smiley_bokeh_clothing_meme |
|
| 223 |
+
| 181 | metallica - metal - band - ulrich - thrash | 15 | 181_metallica_metal_band_ulrich |
|
| 224 |
+
| 182 | economic - prices - inflation - price - crisis | 15 | 182_economic_prices_inflation_price |
|
| 225 |
+
| 183 | doctor - incarnation - thirteenth - bbc - specials | 15 | 183_doctor_incarnation_thirteenth_bbc |
|
| 226 |
+
| 184 | rings - tolkiens - tolkien - hobbit - lord | 15 | 184_rings_tolkiens_tolkien_hobbit |
|
| 227 |
+
| 185 | pope - church - vatican - catholic - roncalli | 15 | 185_pope_church_vatican_catholic |
|
| 228 |
+
| 186 | rockefeller - miss - oil - rothschild - family | 15 | 186_rockefeller_miss_oil_rothschild |
|
| 229 |
+
| 187 | seinfeld - comedian - sitcom - kramer - jerry | 14 | 187_seinfeld_comedian_sitcom_kramer |
|
| 230 |
+
| 188 | ottoman - sultan - selim - empire - erturul | 14 | 188_ottoman_sultan_selim_empire |
|
| 231 |
+
| 189 | chinese - china - ccp - mao - communist | 14 | 189_chinese_china_ccp_mao |
|
| 232 |
+
| 190 | philosopher - philosophy - greek - treatise - mathematician | 14 | 190_philosopher_philosophy_greek_treatise |
|
| 233 |
+
| 191 | mark - punctuation - exclamation - bracket - marks | 14 | 191_mark_punctuation_exclamation_bracket |
|
| 234 |
+
| 192 | event - wrestlemania - wwe - payperview - livestreaming | 14 | 192_event_wrestlemania_wwe_payperview |
|
| 235 |
+
| 193 | norse - mythology - old - loki - odin | 14 | 193_norse_mythology_old_loki |
|
| 236 |
+
| 194 | dre - hop - hip - wutang - group | 14 | 194_dre_hop_hip_wutang |
|
| 237 |
+
| 195 | newspaper - daily - guardian - times - news | 14 | 195_newspaper_daily_guardian_times |
|
| 238 |
+
| 196 | theft - kratos - auto - rockstar - god | 13 | 196_theft_kratos_auto_rockstar |
|
| 239 |
+
| 197 | drag - rupauls - race - vh1 - season | 13 | 197_drag_rupauls_race_vh1 |
|
| 240 |
+
| 198 | polyethylene - polymers - silk - plastics - synthetic | 13 | 198_polyethylene_polymers_silk_plastics |
|
| 241 |
+
| 199 | strings - instrument - instruments - guitar - electronic | 13 | 199_strings_instrument_instruments_guitar |
|
| 242 |
+
| 200 | population - census - rate - growth - increase | 13 | 200_population_census_rate_growth |
|
| 243 |
+
| 201 | resolution - hdtv - display - hd - pixels | 13 | 201_resolution_hdtv_display_hd |
|
| 244 |
+
| 202 | athletic - hockey - ncaa - conference - university | 13 | 202_athletic_hockey_ncaa_conference |
|
| 245 |
+
| 203 | nervous - spinal - brain - nerves - cord | 13 | 203_nervous_spinal_brain_nerves |
|
| 246 |
+
| 204 | peppers - chili - hot - rock - red | 13 | 204_peppers_chili_hot_rock |
|
| 247 |
+
| 205 | accounting - tax - financial - nonprofit - entity | 12 | 205_accounting_tax_financial_nonprofit |
|
| 248 |
+
| 206 | swift - album - studio - taylor - singersongwriter | 12 | 206_swift_album_studio_taylor |
|
| 249 |
+
| 207 | sheldon - bang - theory - big - parsons | 12 | 207_sheldon_bang_theory_big |
|
| 250 |
+
| 208 | conjuring - wan - annabelle - lorraine - dauberman | 12 | 208_conjuring_wan_annabelle_lorraine |
|
| 251 |
+
| 209 | karate - kid - miyagi - macchio - kai | 12 | 209_karate_kid_miyagi_macchio |
|
| 252 |
+
| 210 | earthquake - eruption - tsunami - fault - occurred | 12 | 210_earthquake_eruption_tsunami_fault |
|
| 253 |
+
| 211 | guard - guards - ball - positions - midfielders | 12 | 211_guard_guards_ball_positions |
|
| 254 |
+
| 212 | geologic - planets - earth - how - earths | 12 | 212_geologic_planets_earth_how |
|
| 255 |
+
| 213 | card - game - cards - chess - baccarat | 12 | 213_card_game_cards_chess |
|
| 256 |
+
| 214 | zodiac - sign - astrological - transits - spans | 12 | 214_zodiac_sign_astrological_transits |
|
| 257 |
+
| 215 | gandhi - singh - godse - india - bhindranwale | 12 | 215_gandhi_singh_godse_india |
|
| 258 |
+
| 216 | cannabis - cigarette - thc - tobacco - cocaine | 11 | 216_cannabis_cigarette_thc_tobacco |
|
| 259 |
+
| 217 | xmen - wolverine - installment - jackman - superhero | 11 | 217_xmen_wolverine_installment_jackman |
|
| 260 |
+
| 218 | caucasus - azerbaijan - baku - sea - caspian | 11 | 218_caucasus_azerbaijan_baku_sea |
|
| 261 |
+
| 219 | draft - nfl - meeting - select - eligible | 11 | 219_draft_nfl_meeting_select |
|
| 262 |
+
| 220 | nobility - royalty - rank - knighthood - dukes | 11 | 220_nobility_royalty_rank_knighthood |
|
| 263 |
+
| 221 | saudi - arabia - saud - abdulaziz - bin | 11 | 221_saudi_arabia_saud_abdulaziz |
|
| 264 |
+
| 222 | jolyne - jotaro - her - school - stand | 11 | 222_jolyne_jotaro_her_school |
|
| 265 |
+
| 223 | prefecture - kon - mifune - ueno - hachik | 11 | 223_prefecture_kon_mifune_ueno |
|
| 266 |
+
| 224 | guru - granth - baba - gobind - das | 10 | 224_guru_granth_baba_gobind |
|
| 267 |
+
| 225 | un - nations - intergovernmental - organisation - organization | 10 | 225_un_nations_intergovernmental_organisation |
|
| 268 |
+
|
| 269 |
+
</details>
|
| 270 |
+
|
| 271 |
+
## Training hyperparameters
|
| 272 |
+
|
| 273 |
+
* calculate_probabilities: False
|
| 274 |
+
* language: english
|
| 275 |
+
* low_memory: False
|
| 276 |
+
* min_topic_size: 10
|
| 277 |
+
* n_gram_range: (1, 1)
|
| 278 |
+
* nr_topics: None
|
| 279 |
+
* seed_topic_list: None
|
| 280 |
+
* top_n_words: 10
|
| 281 |
+
* verbose: False
|
| 282 |
+
* zeroshot_min_similarity: 0.7
|
| 283 |
+
* zeroshot_topic_list: None
|
| 284 |
+
|
| 285 |
+
## Framework versions
|
| 286 |
+
|
| 287 |
+
* Numpy: 1.26.4
|
| 288 |
+
* HDBSCAN: 0.8.33
|
| 289 |
+
* UMAP: 0.5.6
|
| 290 |
+
* Pandas: 2.2.2
|
| 291 |
+
* Scikit-Learn: 1.4.2
|
| 292 |
+
* Sentence-transformers: 2.7.0
|
| 293 |
+
* Transformers: 4.40.2
|
| 294 |
+
* Numba: 0.59.1
|
| 295 |
+
* Plotly: 5.22.0
|
| 296 |
+
* Python: 3.11.9
|
config.json
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"calculate_probabilities": false,
|
| 3 |
+
"language": "english",
|
| 4 |
+
"low_memory": false,
|
| 5 |
+
"min_topic_size": 10,
|
| 6 |
+
"n_gram_range": [
|
| 7 |
+
1,
|
| 8 |
+
1
|
| 9 |
+
],
|
| 10 |
+
"nr_topics": null,
|
| 11 |
+
"seed_topic_list": null,
|
| 12 |
+
"top_n_words": 10,
|
| 13 |
+
"verbose": false,
|
| 14 |
+
"zeroshot_min_similarity": 0.7,
|
| 15 |
+
"zeroshot_topic_list": null
|
| 16 |
+
}
|
ctfidf.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:46fcd3d13c84281aaa8a0fa4e0512645fbee90627e84aec909f72e25f64d6953
|
| 3 |
+
size 4688132
|
ctfidf_config.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
topic_embeddings.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ae607ff4e486e5e98d75a902667a40ee5a673a4586bca208a71c2638e639168c
|
| 3 |
+
size 697432
|
topics.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|