Add BERTopic model
Browse files- README.md +362 -0
- config.json +15 -0
- topic_embeddings.safetensors +3 -0
- topics.json +0 -0
README.md
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| 1 |
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| 2 |
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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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# cnn_dailymail_6789_50000_25000_train
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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("KingKazma/cnn_dailymail_6789_50000_25000_train")
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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: 295
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* Number of training documents: 50000
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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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| 40 |
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|----------|----------------|-----------------|-------|
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| 41 |
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| -1 | said - one - year - people - mr | 5 | -1_said_one_year_people |
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| 42 |
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| 0 | league - player - cup - goal - club | 25951 | 0_league_player_cup_goal |
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| 43 |
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| 1 | police - murder - shooting - shot - county | 4658 | 1_police_murder_shooting_shot |
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| 44 |
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| 2 | apple - iphone - google - user - facebook | 1101 | 2_apple_iphone_google_user |
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| 45 |
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| 3 | fashion - hair - look - dress - model | 739 | 3_fashion_hair_look_dress |
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| 46 |
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| 4 | syria - isis - syrian - iraq - islamic | 651 | 4_syria_isis_syrian_iraq |
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| 47 |
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| 5 | flight - plane - passenger - airport - aircraft | 555 | 5_flight_plane_passenger_airport |
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| 48 |
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| 6 | space - earth - mars - nasa - planet | 553 | 6_space_earth_mars_nasa |
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| 49 |
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| 7 | sex - sexual - school - victim - girl | 424 | 7_sex_sexual_school_victim |
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| 50 |
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| 8 | obama - republicans - republican - president - democrats | 420 | 8_obama_republicans_republican_president |
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| 51 |
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| 9 | hospital - cancer - baby - doctor - heart | 416 | 9_hospital_cancer_baby_doctor |
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| 52 |
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| 10 | murray - wimbledon - tennis - djokovic - federer | 362 | 10_murray_wimbledon_tennis_djokovic |
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| 53 |
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| 11 | film - movie - show - million - actor | 359 | 11_film_movie_show_million |
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| 54 |
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| 12 | china - chinese - hong - chinas - kong | 337 | 12_china_chinese_hong_chinas |
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| 55 |
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| 13 | prince - royal - duchess - queen - princess | 303 | 13_prince_royal_duchess_queen |
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| 56 |
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| 14 | property - house - price - home - estate | 299 | 14_property_house_price_home |
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| 57 |
+
| 15 | ukraine - russian - russia - putin - ukrainian | 293 | 15_ukraine_russian_russia_putin |
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| 58 |
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| 16 | hamilton - rosberg - race - prix - mercedes | 279 | 16_hamilton_rosberg_race_prix |
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| 59 |
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| 17 | bear - animal - zoo - elephant - gorilla | 253 | 17_bear_animal_zoo_elephant |
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| 60 |
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| 18 | dog - animal - cat - pet - owner | 243 | 18_dog_animal_cat_pet |
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| 61 |
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| 19 | food - restaurant - drink - sugar - chef | 243 | 19_food_restaurant_drink_sugar |
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| 62 |
+
| 20 | korea - north - korean - kim - koreas | 239 | 20_korea_north_korean_kim |
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| 63 |
+
| 21 | mcilroy - golf - woods - pga - ryder | 229 | 21_mcilroy_golf_woods_pga |
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| 64 |
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| 22 | painting - art - artist - auction - work | 229 | 22_painting_art_artist_auction |
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| 65 |
+
| 23 | weight - diet - fat - eating - size | 215 | 23_weight_diet_fat_eating |
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| 66 |
+
| 24 | labour - miliband - ukip - mr - party | 198 | 24_labour_miliband_ukip_mr |
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| 67 |
+
| 25 | olympic - gold - medal - games - olympics | 191 | 25_olympic_gold_medal_games |
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| 68 |
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| 26 | ship - cruise - boat - coast - crew | 188 | 26_ship_cruise_boat_coast |
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| 69 |
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| 27 | murder - stabbed - knife - police - mr | 178 | 27_murder_stabbed_knife_police |
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| 70 |
+
| 28 | sudan - alshabaab - somalia - kenya - kenyan | 176 | 28_sudan_alshabaab_somalia_kenya |
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| 71 |
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| 29 | mexico - mexican - cartel - drug - border | 161 | 29_mexico_mexican_cartel_drug |
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| 72 |
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| 30 | fraud - money - court - cash - bank | 161 | 30_fraud_money_court_cash |
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| 73 |
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| 31 | iran - iranian - irans - nuclear - tehran | 158 | 31_iran_iranian_irans_nuclear |
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| 74 |
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| 32 | snow - storm - weather - tornado - inch | 153 | 32_snow_storm_weather_tornado |
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| 75 |
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| 33 | mayweather - fight - boxing - pacquiao - floyd | 153 | 33_mayweather_fight_boxing_pacquiao |
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| 76 |
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| 34 | school - education - pupil - exam - ofsted | 148 | 34_school_education_pupil_exam |
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| 77 |
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| 35 | ebola - virus - liberia - outbreak - leone | 141 | 35_ebola_virus_liberia_outbreak |
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| 78 |
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| 36 | woman - men - partner - relationship - women | 134 | 36_woman_men_partner_relationship |
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| 79 |
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| 37 | pakistan - pakistani - taliban - malala - pakistans | 132 | 37_pakistan_pakistani_taliban_malala |
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| 80 |
+
| 38 | shark - whale - dolphin - fish - sea | 130 | 38_shark_whale_dolphin_fish |
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| 81 |
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| 39 | music - song - album - elvis - band | 129 | 39_music_song_album_elvis |
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| 82 |
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| 40 | israeli - israel - gaza - palestinian - hamas | 125 | 40_israeli_israel_gaza_palestinian |
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| 83 |
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| 41 | hacker - data - cyber - computer - sony | 125 | 41_hacker_data_cyber_computer |
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| 84 |
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| 42 | hotel - resort - guest - room - suite | 118 | 42_hotel_resort_guest_room |
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| 85 |
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| 43 | nhs - patient - hospital - care - patients | 112 | 43_nhs_patient_hospital_care |
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| 86 |
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| 44 | fire - blaze - smoke - firefighter - flame | 109 | 44_fire_blaze_smoke_firefighter |
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| 87 |
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| 45 | weather - rain - temperature - flood - flooding | 108 | 45_weather_rain_temperature_flood |
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| 88 |
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| 46 | mountain - climber - avalanche - climb - ski | 105 | 46_mountain_climber_avalanche_climb |
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| 89 |
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| 47 | car - vehicle - motor - engine - speed | 100 | 47_car_vehicle_motor_engine |
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| 90 |
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| 48 | nfl - rice - quarterback - goodell - patriots | 100 | 48_nfl_rice_quarterback_goodell |
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| 91 |
+
| 49 | jackson - jacksons - bobbi - aeg - houston | 97 | 49_jackson_jacksons_bobbi_aeg |
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| 92 |
+
| 50 | tesco - christmas - shopper - shopping - sale | 93 | 50_tesco_christmas_shopper_shopping |
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| 93 |
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| 51 | pope - vatican - francis - church - cardinal | 92 | 51_pope_vatican_francis_church |
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| 94 |
+
| 52 | thailand - thai - myanmar - bangkok - cambodia | 91 | 52_thailand_thai_myanmar_bangkok |
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| 95 |
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| 53 | energy - price - gas - electricity - wind | 91 | 53_energy_price_gas_electricity |
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| 96 |
+
| 54 | horse - stakes - race - racing - jockey | 90 | 54_horse_stakes_race_racing |
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| 97 |
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| 55 | chavez - venezuela - maduro - venezuelan - zelaya | 90 | 55_chavez_venezuela_maduro_venezuelan |
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| 98 |
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| 56 | snowden - nsa - intelligence - surveillance - edward | 89 | 56_snowden_nsa_intelligence_surveillance |
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| 99 |
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| 57 | lottery - jackpot - ticket - powerball - casino | 86 | 57_lottery_jackpot_ticket_powerball |
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| 100 |
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| 58 | mammoth - fossil - neanderthals - bone - human | 83 | 58_mammoth_fossil_neanderthals_bone |
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| 101 |
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| 59 | egyptian - egypt - cairo - egypts - brotherhood | 80 | 59_egyptian_egypt_cairo_egypts |
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| 102 |
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| 60 | flu - virus - vaccine - measles - strain | 80 | 60_flu_virus_vaccine_measles |
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| 103 |
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| 61 | lohan - probation - brown - lindsay - angeles | 76 | 61_lohan_probation_brown_lindsay |
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| 104 |
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| 62 | greece - greek - eurozone - euro - bailout | 76 | 62_greece_greek_eurozone_euro |
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| 105 |
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| 63 | gun - nra - newtown - background - mental | 75 | 63_gun_nra_newtown_background |
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| 106 |
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| 64 | car - driver - road - lorry - vehicle | 74 | 64_car_driver_road_lorry |
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| 107 |
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| 65 | ferguson - brown - wilson - louis - police | 73 | 65_ferguson_brown_wilson_louis |
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| 108 |
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| 66 | tsarnaev - boston - dzhokhar - marathon - bombing | 72 | 66_tsarnaev_boston_dzhokhar_marathon |
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| 109 |
+
| 67 | hacking - brooks - news - coulson - murdoch | 71 | 67_hacking_brooks_news_coulson |
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| 110 |
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| 68 | saudi - arabia - dubai - arab - woman | 71 | 68_saudi_arabia_dubai_arab |
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| 111 |
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| 69 | bank - barclays - rbs - libor - bonus | 70 | 69_bank_barclays_rbs_libor |
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| 112 |
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| 70 | nazi - camp - jews - auschwitz - hitler | 70 | 70_nazi_camp_jews_auschwitz |
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| 113 |
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| 71 | afghan - afghanistan - taliban - kabul - province | 69 | 71_afghan_afghanistan_taliban_kabul |
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| 114 |
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| 72 | marriage - samesex - gay - state - couple | 67 | 72_marriage_samesex_gay_state |
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| 115 |
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| 73 | africa - african - continent - africas - kenya | 65 | 73_africa_african_continent_africas |
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| 116 |
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| 74 | libya - gadhafi - libyan - tripoli - gadhafis | 65 | 74_libya_gadhafi_libyan_tripoli |
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| 117 |
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| 75 | india - delhi - indian - rape - indias | 63 | 75_india_delhi_indian_rape |
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| 118 |
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| 76 | cuba - cuban - castro - havana - cubans | 63 | 76_cuba_cuban_castro_havana |
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| 119 |
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| 77 | roman - ancient - tomb - archaeologist - bc | 61 | 77_roman_ancient_tomb_archaeologist |
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| 120 |
+
| 78 | bali - sukumaran - chan - indonesia - indonesian | 58 | 78_bali_sukumaran_chan_indonesia |
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| 121 |
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| 79 | christmas - toy - santa - tree - lego | 58 | 79_christmas_toy_santa_tree |
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| 122 |
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| 80 | train - amtrak - crash - passenger - track | 57 | 80_train_amtrak_crash_passenger |
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| 123 |
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| 81 | xbox - console - game - playstation - gaming | 55 | 81_xbox_console_game_playstation |
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| 124 |
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| 82 | tsa - airport - security - screening - passenger | 55 | 82_tsa_airport_security_screening |
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| 125 |
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| 83 | fire - wildfire - blaze - firefighter - forest | 55 | 83_fire_wildfire_blaze_firefighter |
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| 126 |
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| 84 | cancer - breast - drug - lung - prostate | 54 | 84_cancer_breast_drug_lung |
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| 127 |
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| 85 | boko - haram - nigeria - nigerian - nigerias | 52 | 85_boko_haram_nigeria_nigerian |
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| 128 |
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| 86 | turkish - turkey - erdogan - turkeys - pkk | 52 | 86_turkish_turkey_erdogan_turkeys |
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| 129 |
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| 87 | haiti - portauprince - haitian - earthquake - haitis | 51 | 87_haiti_portauprince_haitian_earthquake |
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| 130 |
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| 88 | scotland - scottish - independence - salmond - vote | 50 | 88_scotland_scottish_independence_salmond |
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| 131 |
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| 89 | rio - brazil - sao - paulo - janeiro | 50 | 89_rio_brazil_sao_paulo |
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| 132 |
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| 90 | meat - food - beef - horse - halal | 48 | 90_meat_food_beef_horse |
|
| 133 |
+
| 91 | zimmerman - zimmermans - trayvon - martin - george | 48 | 91_zimmerman_zimmermans_trayvon_martin |
|
| 134 |
+
| 92 | pirate - ship - somali - somalia - vessel | 47 | 92_pirate_ship_somali_somalia |
|
| 135 |
+
| 93 | eu - migrant - benefit - migration - uk | 47 | 93_eu_migrant_benefit_migration |
|
| 136 |
+
| 94 | soldier - corporal - helmand - afghanistan - army | 46 | 94_soldier_corporal_helmand_afghanistan |
|
| 137 |
+
| 95 | mandela - mandelas - south - nelson - african | 46 | 95_mandela_mandelas_south_nelson |
|
| 138 |
+
| 96 | pistorius - steenkamp - reeva - oscar - nel | 46 | 96_pistorius_steenkamp_reeva_oscar |
|
| 139 |
+
| 97 | immigration - immigrant - border - arizona - arpaio | 46 | 97_immigration_immigrant_border_arizona |
|
| 140 |
+
| 98 | book - novel - author - lee - mockingbird | 46 | 98_book_novel_author_lee |
|
| 141 |
+
| 99 | mugabe - zimbabwe - tsvangirai - zimbabwes - mugabes | 46 | 99_mugabe_zimbabwe_tsvangirai_zimbabwes |
|
| 142 |
+
| 100 | smoking - tobacco - cigarette - ecigarettes - smoker | 46 | 100_smoking_tobacco_cigarette_ecigarettes |
|
| 143 |
+
| 101 | plant - reactor - nuclear - fukushima - radiation | 46 | 101_plant_reactor_nuclear_fukushima |
|
| 144 |
+
| 102 | nba - lin - lebron - james - cavaliers | 44 | 102_nba_lin_lebron_james |
|
| 145 |
+
| 103 | guantanamo - cia - detainee - interrogation - torture | 44 | 103_guantanamo_cia_detainee_interrogation |
|
| 146 |
+
| 104 | curriculum - todays - transcript - feedback - student | 43 | 104_curriculum_todays_transcript_feedback |
|
| 147 |
+
| 105 | eu - cameron - european - referendum - brussels | 42 | 105_eu_cameron_european_referendum |
|
| 148 |
+
| 106 | insurance - obamacare - health - care - coverage | 42 | 106_insurance_obamacare_health_care |
|
| 149 |
+
| 107 | volcano - lava - eruption - ash - pahoa | 41 | 107_volcano_lava_eruption_ash |
|
| 150 |
+
| 108 | china - japan - chinese - japanese - japans | 41 | 108_china_japan_chinese_japanese |
|
| 151 |
+
| 109 | tower - trade - memorial - 911 - center | 41 | 109_tower_trade_memorial_911 |
|
| 152 |
+
| 110 | marijuana - cannabis - pot - drug - colorado | 41 | 110_marijuana_cannabis_pot_drug |
|
| 153 |
+
| 111 | war - dday - normandy - german - soldier | 40 | 111_war_dday_normandy_german |
|
| 154 |
+
| 112 | typhoon - manila - philippines - storm - landslide | 40 | 112_typhoon_manila_philippines_storm |
|
| 155 |
+
| 113 | yemen - sanaa - yemeni - drone - houthis | 39 | 113_yemen_sanaa_yemeni_drone |
|
| 156 |
+
| 114 | skin - sunscreen - tanning - cancer - sun | 39 | 114_skin_sunscreen_tanning_cancer |
|
| 157 |
+
| 115 | hasan - bales - fort - hood - soldier | 38 | 115_hasan_bales_fort_hood |
|
| 158 |
+
| 116 | transcript - student - news - todays - cnn | 38 | 116_transcript_student_news_todays |
|
| 159 |
+
| 117 | raf - pilot - aircraft - war - squadron | 37 | 117_raf_pilot_aircraft_war |
|
| 160 |
+
| 118 | baseball - yankees - rodriguez - mlb - pitcher | 37 | 118_baseball_yankees_rodriguez_mlb |
|
| 161 |
+
| 119 | earthquake - quake - magnitude - tsunami - tremor | 37 | 119_earthquake_quake_magnitude_tsunami |
|
| 162 |
+
| 120 | bird - squirrel - serama - duck - fox | 36 | 120_bird_squirrel_serama_duck |
|
| 163 |
+
| 121 | adebolajo - rigby - woolwich - lee - adebowale | 36 | 121_adebolajo_rigby_woolwich_lee |
|
| 164 |
+
| 122 | hernandez - hernandezs - lloyd - odin - patriots | 36 | 122_hernandez_hernandezs_lloyd_odin |
|
| 165 |
+
| 123 | cannabis - drug - cocaine - jailed - birmingham | 35 | 123_cannabis_drug_cocaine_jailed |
|
| 166 |
+
| 124 | benghazi - attack - committee - libya - ambassador | 35 | 124_benghazi_attack_committee_libya |
|
| 167 |
+
| 125 | abbott - gillard - minister - prime - tony | 34 | 125_abbott_gillard_minister_prime |
|
| 168 |
+
| 126 | weiner - leathers - black - abedin - colagiovanni | 34 | 126_weiner_leathers_black_abedin |
|
| 169 |
+
| 127 | oil - bp - spill - gulf - dispersants | 33 | 127_oil_bp_spill_gulf |
|
| 170 |
+
| 128 | crime - police - force - officer - policing | 33 | 128_crime_police_force_officer |
|
| 171 |
+
| 129 | miss - pageant - universe - beauty - contestant | 32 | 129_miss_pageant_universe_beauty |
|
| 172 |
+
| 130 | kennedy - oswald - assassination - kennedys - 1963 | 32 | 130_kennedy_oswald_assassination_kennedys |
|
| 173 |
+
| 131 | lanza - hook - sandy - school - newtown | 32 | 131_lanza_hook_sandy_school |
|
| 174 |
+
| 132 | crash - driver - driving - car - adenhart | 31 | 132_crash_driver_driving_car |
|
| 175 |
+
| 133 | spains - eta - spanish - madrid - spain | 31 | 133_spains_eta_spanish_madrid |
|
| 176 |
+
| 134 | burglary - jailed - burglar - court - crown | 30 | 134_burglary_jailed_burglar_court |
|
| 177 |
+
| 135 | bieber - justin - biebers - selena - singer | 30 | 135_bieber_justin_biebers_selena |
|
| 178 |
+
| 136 | mccann - madeleine - mccanns - madeleines - gerry | 30 | 136_mccann_madeleine_mccanns_madeleines |
|
| 179 |
+
| 137 | brain - anxiety - researcher - fmri - neuron | 30 | 137_brain_anxiety_researcher_fmri |
|
| 180 |
+
| 138 | bbc - presenter - radio - clarkson - programme | 29 | 138_bbc_presenter_radio_clarkson |
|
| 181 |
+
| 139 | knox - sollecito - kercher - meredith - knoxs | 29 | 139_knox_sollecito_kercher_meredith |
|
| 182 |
+
| 140 | cosby - drugged - cosbys - comedian - bill | 28 | 140_cosby_drugged_cosbys_comedian |
|
| 183 |
+
| 141 | fraternity - university - campus - student - smu | 28 | 141_fraternity_university_campus_student |
|
| 184 |
+
| 142 | mafia - roma - italian - italy - rancadore | 27 | 142_mafia_roma_italian_italy |
|
| 185 |
+
| 143 | hiv - aids - virus - infection - antiretroviral | 27 | 143_hiv_aids_virus_infection |
|
| 186 |
+
| 144 | berlusconi - silvio - italian - berlusconis - bunga | 27 | 144_berlusconi_silvio_italian_berlusconis |
|
| 187 |
+
| 145 | drone - unmanned - drones - aircraft - faa | 26 | 145_drone_unmanned_drones_aircraft |
|
| 188 |
+
| 146 | paris - french - hebdo - dekhar - charlie | 26 | 146_paris_french_hebdo_dekhar |
|
| 189 |
+
| 147 | antibiotic - infection - bacteria - antibiotics - necc | 26 | 147_antibiotic_infection_bacteria_antibiotics |
|
| 190 |
+
| 148 | assange - wikileaks - embassy - sweden - julian | 26 | 148_assange_wikileaks_embassy_sweden |
|
| 191 |
+
| 149 | twitter - abuse - online - criadoperez - bullying | 25 | 149_twitter_abuse_online_criadoperez |
|
| 192 |
+
| 150 | veil - blair - france - burqa - ban | 25 | 150_veil_blair_france_burqa |
|
| 193 |
+
| 151 | parking - yellow - council - motorist - line | 25 | 151_parking_yellow_council_motorist |
|
| 194 |
+
| 152 | katie - married - wedding - demi - marriage | 24 | 152_katie_married_wedding_demi |
|
| 195 |
+
| 153 | falklands - falkland - islands - argentina - argentine | 24 | 153_falklands_falkland_islands_argentina |
|
| 196 |
+
| 154 | evans - ched - sheffield - club - rape | 24 | 154_evans_ched_sheffield_club |
|
| 197 |
+
| 155 | branch - ambulance - died - skye - milligan | 24 | 155_branch_ambulance_died_skye |
|
| 198 |
+
| 156 | ford - toronto - mayor - crack - rob | 24 | 156_ford_toronto_mayor_crack |
|
| 199 |
+
| 157 | wedding - bride - bridesmaid - dress - couple | 24 | 157_wedding_bride_bridesmaid_dress |
|
| 200 |
+
| 158 | salmonella - outbreak - bacteria - contaminated - food | 24 | 158_salmonella_outbreak_bacteria_contaminated |
|
| 201 |
+
| 159 | climate - change - global - emission - warming | 23 | 159_climate_change_global_emission |
|
| 202 |
+
| 160 | anthony - caylee - anthonys - casey - baez | 23 | 160_anthony_caylee_anthonys_casey |
|
| 203 |
+
| 161 | philippines - philippine - ampatuan - mindanao - maguindanao | 23 | 161_philippines_philippine_ampatuan_mindanao |
|
| 204 |
+
| 162 | scientology - church - pastor - driscoll - miscavige | 23 | 162_scientology_church_pastor_driscoll |
|
| 205 |
+
| 163 | blasio - mayor - officer - batkid - nypd | 23 | 163_blasio_mayor_officer_batkid |
|
| 206 |
+
| 164 | froome - tour - contador - stage - cavendish | 22 | 164_froome_tour_contador_stage |
|
| 207 |
+
| 165 | irs - committee - issa - holder - lerner | 22 | 165_irs_committee_issa_holder |
|
| 208 |
+
| 166 | bergdahl - bergdahls - taliban - bowe - army | 22 | 166_bergdahl_bergdahls_taliban_bowe |
|
| 209 |
+
| 167 | monis - siege - cafe - lindt - haron | 22 | 167_monis_siege_cafe_lindt |
|
| 210 |
+
| 168 | bulger - bulgers - flemmi - martorano - whitey | 22 | 168_bulger_bulgers_flemmi_martorano |
|
| 211 |
+
| 169 | sri - tamil - lankan - lanka - tigers | 22 | 169_sri_tamil_lankan_lanka |
|
| 212 |
+
| 170 | holiday - cent - per - brits - traveller | 22 | 170_holiday_cent_per_brits |
|
| 213 |
+
| 171 | plant - gm - crop - food - space | 22 | 171_plant_gm_crop_food |
|
| 214 |
+
| 172 | paedophile - cyril - nccl - abuse - inquiry | 22 | 172_paedophile_cyril_nccl_abuse |
|
| 215 |
+
| 173 | sloot - der - peru - lima - peruvian | 21 | 173_sloot_der_peru_lima |
|
| 216 |
+
| 174 | sterling - stiviano - nba - clippers - sterlings | 21 | 174_sterling_stiviano_nba_clippers |
|
| 217 |
+
| 175 | breivik - utoya - oslo - breiviks - norway | 21 | 175_breivik_utoya_oslo_breiviks |
|
| 218 |
+
| 176 | alcohol - drinking - liver - drink - gastroenterologist | 21 | 176_alcohol_drinking_liver_drink |
|
| 219 |
+
| 177 | asylum - seeker - nauru - refugee - manus | 20 | 177_asylum_seeker_nauru_refugee |
|
| 220 |
+
| 178 | kennedy - kennedys - mary - robert - jr | 20 | 178_kennedy_kennedys_mary_robert |
|
| 221 |
+
| 179 | gascoigne - aiden - ghost - school - poole | 20 | 179_gascoigne_aiden_ghost_school |
|
| 222 |
+
| 180 | russian - adoption - russia - child - adopted | 20 | 180_russian_adoption_russia_child |
|
| 223 |
+
| 181 | reveller - event - night - carnage - drinking | 20 | 181_reveller_event_night_carnage |
|
| 224 |
+
| 182 | armstrong - doping - armstrongs - usada - antidoping | 19 | 182_armstrong_doping_armstrongs_usada |
|
| 225 |
+
| 183 | derick - birth - zoey - bianca - steph | 19 | 183_derick_birth_zoey_bianca |
|
| 226 |
+
| 184 | strike - union - unite - rmt - tube | 19 | 184_strike_union_unite_rmt |
|
| 227 |
+
| 185 | va - veteran - veterans - shinseki - phoenix | 19 | 185_va_veteran_veterans_shinseki |
|
| 228 |
+
| 186 | immigration - reform - immigrant - obama - republicans | 19 | 186_immigration_reform_immigrant_obama |
|
| 229 |
+
| 187 | ira - belfast - ireland - northern - bomb | 18 | 187_ira_belfast_ireland_northern |
|
| 230 |
+
| 188 | council - garden - rubbish - neighbour - knotweed | 18 | 188_council_garden_rubbish_neighbour |
|
| 231 |
+
| 189 | sinclair - sexual - assault - military - sinclairs | 18 | 189_sinclair_sexual_assault_military |
|
| 232 |
+
| 190 | sandusky - penn - paterno - sanduskys - state | 18 | 190_sandusky_penn_paterno_sanduskys |
|
| 233 |
+
| 191 | gay - russia - russian - sochi - propaganda | 18 | 191_gay_russia_russian_sochi |
|
| 234 |
+
| 192 | trierweiler - hollande - gayet - valerie - hollandes | 18 | 192_trierweiler_hollande_gayet_valerie |
|
| 235 |
+
| 193 | bosnian - srebrenica - mladic - serb - serbian | 18 | 193_bosnian_srebrenica_mladic_serb |
|
| 236 |
+
| 194 | calais - migrant - lorry - port - illegal | 18 | 194_calais_migrant_lorry_port |
|
| 237 |
+
| 195 | drug - ecstasy - wyvell - methadone - death | 17 | 195_drug_ecstasy_wyvell_methadone |
|
| 238 |
+
| 196 | circumcision - fgm - genital - mutilation - circumcised | 17 | 196_circumcision_fgm_genital_mutilation |
|
| 239 |
+
| 197 | mine - miner - coal - rescue - mining | 17 | 197_mine_miner_coal_rescue |
|
| 240 |
+
| 198 | christie - christies - wildstein - jersey - governor | 17 | 198_christie_christies_wildstein_jersey |
|
| 241 |
+
| 199 | rice - coach - rutgers - basketball - ware | 17 | 199_rice_coach_rutgers_basketball |
|
| 242 |
+
| 200 | breach - card - credit - data - target | 17 | 200_breach_card_credit_data |
|
| 243 |
+
| 201 | alzheimers - brain - study - stress - disease | 17 | 201_alzheimers_brain_study_stress |
|
| 244 |
+
| 202 | hurricane - storm - parish - tropical - rain | 17 | 202_hurricane_storm_parish_tropical |
|
| 245 |
+
| 203 | indias - india - delhi - modi - hazare | 17 | 203_indias_india_delhi_modi |
|
| 246 |
+
| 204 | robot - asimo - robotics - robots - daler | 16 | 204_robot_asimo_robotics_robots |
|
| 247 |
+
| 205 | tree - trees - cherry - bonsai - ash | 16 | 205_tree_trees_cherry_bonsai |
|
| 248 |
+
| 206 | tattoo - tattooing - tattoos - tattooed - inked | 16 | 206_tattoo_tattooing_tattoos_tattooed |
|
| 249 |
+
| 207 | tax - osborne - 40p - rate - chancellor | 16 | 207_tax_osborne_40p_rate |
|
| 250 |
+
| 208 | mieses - bikers - crash - driver - lien | 16 | 208_mieses_bikers_crash_driver |
|
| 251 |
+
| 209 | petraeus - broadwell - kelley - humphries - affair | 16 | 209_petraeus_broadwell_kelley_humphries |
|
| 252 |
+
| 210 | wars - star - scifi - darth - film | 16 | 210_wars_star_scifi_darth |
|
| 253 |
+
| 211 | dancing - ballet - pole - dance - dancer | 16 | 211_dancing_ballet_pole_dance |
|
| 254 |
+
| 212 | church - archbishop - bishop - anglican - sentamu | 16 | 212_church_archbishop_bishop_anglican |
|
| 255 |
+
| 213 | sotomayor - justice - ginsburg - voter - supreme | 15 | 213_sotomayor_justice_ginsburg_voter |
|
| 256 |
+
| 214 | statin - aspirin - yeast - supplement - risk | 15 | 214_statin_aspirin_yeast_supplement |
|
| 257 |
+
| 215 | road - driver - cent - traffic - aa | 15 | 215_road_driver_cent_traffic |
|
| 258 |
+
| 216 | dewani - anni - shrien - dewanis - mngeni | 15 | 216_dewani_anni_shrien_dewanis |
|
| 259 |
+
| 217 | poverty - income - homeless - homelessness - poor | 15 | 217_poverty_income_homeless_homelessness |
|
| 260 |
+
| 218 | sharper - kolstad - stallworth - nfl - mcnabb | 15 | 218_sharper_kolstad_stallworth_nfl |
|
| 261 |
+
| 219 | ice - climate - antarctic - greenland - warming | 15 | 219_ice_climate_antarctic_greenland |
|
| 262 |
+
| 220 | jerusalem - temple - ancient - hebrew - jewish | 14 | 220_jerusalem_temple_ancient_hebrew |
|
| 263 |
+
| 221 | veteran - veterans - cemetery - memorial - war | 14 | 221_veteran_veterans_cemetery_memorial |
|
| 264 |
+
| 222 | li - teacher - school - china - province | 14 | 222_li_teacher_school_china |
|
| 265 |
+
| 223 | postal - mail - tnt - royal - stamp | 14 | 223_postal_mail_tnt_royal |
|
| 266 |
+
| 224 | spanish - spain - gibraltar - morocco - spains | 14 | 224_spanish_spain_gibraltar_morocco |
|
| 267 |
+
| 225 | gonzalez - white - secret - fence - house | 14 | 225_gonzalez_white_secret_fence |
|
| 268 |
+
| 226 | raid - store - shop - cash - theft | 13 | 226_raid_store_shop_cash |
|
| 269 |
+
| 227 | laden - bin - al - qaeda - attack | 13 | 227_laden_bin_al_qaeda |
|
| 270 |
+
| 228 | strausskahn - diallo - dominique - imf - strausskahns | 13 | 228_strausskahn_diallo_dominique_imf |
|
| 271 |
+
| 229 | konrardy - nygaard - olsen - berk - marine | 13 | 229_konrardy_nygaard_olsen_berk |
|
| 272 |
+
| 230 | adoption - gammy - gebregeorgis - surrogacy - thai | 13 | 230_adoption_gammy_gebregeorgis_surrogacy |
|
| 273 |
+
| 231 | cruise - illness - ill - outbreak - sickness | 13 | 231_cruise_illness_ill_outbreak |
|
| 274 |
+
| 232 | robertson - duck - dynasty - ae - phil | 12 | 232_robertson_duck_dynasty_ae |
|
| 275 |
+
| 233 | occupy - protester - wall - protest - demonstrator | 12 | 233_occupy_protester_wall_protest |
|
| 276 |
+
| 234 | rate - abortion - pregnancy - birth - teen | 12 | 234_rate_abortion_pregnancy_birth |
|
| 277 |
+
| 235 | alhilli - saad - mollier - alhillis - zaid | 12 | 235_alhilli_saad_mollier_alhillis |
|
| 278 |
+
| 236 | crash - scene - minibus - accident - davies | 12 | 236_crash_scene_minibus_accident |
|
| 279 |
+
| 237 | hollande - sarkozy - hollandes - socialist - pen | 12 | 237_hollande_sarkozy_hollandes_socialist |
|
| 280 |
+
| 238 | porn - filter - pornography - internet - iplayer | 12 | 238_porn_filter_pornography_internet |
|
| 281 |
+
| 239 | 3d - printer - printing - thermomix - print | 12 | 239_3d_printer_printing_thermomix |
|
| 282 |
+
| 240 | penguin - ness - loch - nessie - wildlife | 12 | 240_penguin_ness_loch_nessie |
|
| 283 |
+
| 241 | reef - coral - marine - stoupin - corals | 11 | 241_reef_coral_marine_stoupin |
|
| 284 |
+
| 242 | spider - insect - beetle - frog - spiders | 11 | 242_spider_insect_beetle_frog |
|
| 285 |
+
| 243 | bletchley - enigma - war - turing - code | 11 | 243_bletchley_enigma_war_turing |
|
| 286 |
+
| 244 | pollution - air - smog - beijing - quality | 11 | 244_pollution_air_smog_beijing |
|
| 287 |
+
| 245 | parachute - dause - ernie - ebbrell - jump | 10 | 245_parachute_dause_ernie_ebbrell |
|
| 288 |
+
| 246 | immigration - deportation - sham - iwueke - tate | 10 | 246_immigration_deportation_sham_iwueke |
|
| 289 |
+
| 247 | harris - rolf - indecent - 5480 - 4481 | 10 | 247_harris_rolf_indecent_5480 |
|
| 290 |
+
| 248 | factory - garment - bangladesh - dhaka - bangladeshi | 10 | 248_factory_garment_bangladesh_dhaka |
|
| 291 |
+
| 249 | nobel - prize - peace - karman - gbowee | 10 | 249_nobel_prize_peace_karman |
|
| 292 |
+
| 250 | ferry - sewol - jeju - ship - yoo | 10 | 250_ferry_sewol_jeju_ship |
|
| 293 |
+
| 251 | manson - atkins - tate - parole - statman | 10 | 251_manson_atkins_tate_parole |
|
| 294 |
+
| 252 | toyota - recall - toyotas - vehicle - acceleration | 9 | 252_toyota_recall_toyotas_vehicle |
|
| 295 |
+
| 253 | mortgage - rate - bank - cent - per | 9 | 253_mortgage_rate_bank_cent |
|
| 296 |
+
| 254 | smedley - rigby - ruth - coit - quesada | 9 | 254_smedley_rigby_ruth_coit |
|
| 297 |
+
| 255 | afghanistan - afghan - troop - karzai - abdullah | 9 | 255_afghanistan_afghan_troop_karzai |
|
| 298 |
+
| 256 | frozen - disney - elsa - cinderella - princess | 9 | 256_frozen_disney_elsa_cinderella |
|
| 299 |
+
| 257 | driving - wilkins - waller - magistrates - drinkdriving | 9 | 257_driving_wilkins_waller_magistrates |
|
| 300 |
+
| 258 | olympic - games - olympics - ceremony - london | 9 | 258_olympic_games_olympics_ceremony |
|
| 301 |
+
| 259 | neolithic - skull - timber - reitan - buried | 8 | 259_neolithic_skull_timber_reitan |
|
| 302 |
+
| 260 | philpott - mairead - willis - mick - fire | 8 | 260_philpott_mairead_willis_mick |
|
| 303 |
+
| 261 | holmes - clements - theater - colorado - aurora | 8 | 261_holmes_clements_theater_colorado |
|
| 304 |
+
| 262 | explosion - plant - fire - blast - fertilizer | 8 | 262_explosion_plant_fire_blast |
|
| 305 |
+
| 263 | tokyo - games - olympic - ioc - sochi | 8 | 263_tokyo_games_olympic_ioc |
|
| 306 |
+
| 264 | abortion - lobby - hobby - religious - supreme | 8 | 264_abortion_lobby_hobby_religious |
|
| 307 |
+
| 265 | cece - tulisa - cheryl - elimination - lakoda | 8 | 265_cece_tulisa_cheryl_elimination |
|
| 308 |
+
| 266 | dubai - mme - sheikh - uae - maktoum | 7 | 266_dubai_mme_sheikh_uae |
|
| 309 |
+
| 267 | space - virgin - galactic - spaceshiptwo - branson | 7 | 267_space_virgin_galactic_spaceshiptwo |
|
| 310 |
+
| 268 | oshie - hockey - shootout - russia - wagner | 7 | 268_oshie_hockey_shootout_russia |
|
| 311 |
+
| 269 | moghadam - avalos - image - chaney - nude | 7 | 269_moghadam_avalos_image_chaney |
|
| 312 |
+
| 270 | vell - roache - stuartcole - coronation - soap | 7 | 270_vell_roache_stuartcole_coronation |
|
| 313 |
+
| 271 | uber - taxi - hailo - driver - company | 7 | 271_uber_taxi_hailo_driver |
|
| 314 |
+
| 272 | mcdaniel - boo - mama - anna - honey | 6 | 272_mcdaniel_boo_mama_anna |
|
| 315 |
+
| 273 | rail - crossing - badauskas - train - minnis | 6 | 273_rail_crossing_badauskas_train |
|
| 316 |
+
| 274 | belghar - shafi - mevish - munir - ahmed | 6 | 274_belghar_shafi_mevish_munir |
|
| 317 |
+
| 275 | fred - knapke - hodgkins - carole - liam | 6 | 275_fred_knapke_hodgkins_carole |
|
| 318 |
+
| 276 | poppy - tower - war - memorial - ceramic | 6 | 276_poppy_tower_war_memorial |
|
| 319 |
+
| 277 | chiquita - colombia - colombian - cabral - marijuana | 6 | 277_chiquita_colombia_colombian_cabral |
|
| 320 |
+
| 278 | tb - virus - infection - measles - kalis | 6 | 278_tb_virus_infection_measles |
|
| 321 |
+
| 279 | sloan - saldanha - care - alvarez - saldanhas | 6 | 279_sloan_saldanha_care_alvarez |
|
| 322 |
+
| 280 | airboard - skyflash - hoverbike - catapult - skyprowler | 6 | 280_airboard_skyflash_hoverbike_catapult |
|
| 323 |
+
| 281 | ciancia - tsa - airport - hernandez - gerardo | 6 | 281_ciancia_tsa_airport_hernandez |
|
| 324 |
+
| 282 | heroin - addiction - opioids - addict - drug | 6 | 282_heroin_addiction_opioids_addict |
|
| 325 |
+
| 283 | euthanasia - pathway - assisted - die - suicide | 6 | 283_euthanasia_pathway_assisted_die |
|
| 326 |
+
| 284 | tower - elevator - lagoon - dubai - skyscraper | 6 | 284_tower_elevator_lagoon_dubai |
|
| 327 |
+
| 285 | firouzian - bus - tan - king - luther | 6 | 285_firouzian_bus_tan_king |
|
| 328 |
+
| 286 | carolyn - ian - fleming - morpurgo - couple | 5 | 286_carolyn_ian_fleming_morpurgo |
|
| 329 |
+
| 287 | tunisia - arab - egypt - tunisian - friaa | 5 | 287_tunisia_arab_egypt_tunisian |
|
| 330 |
+
| 288 | al - qaeda - libi - bin - laden | 5 | 288_al_qaeda_libi_bin |
|
| 331 |
+
| 289 | ear - keim - hear - implant - charlotte | 5 | 289_ear_keim_hear_implant |
|
| 332 |
+
| 290 | busch - driscoll - nascar - stewart - ward | 5 | 290_busch_driscoll_nascar_stewart |
|
| 333 |
+
| 291 | driscoll - masked - auckland - mortar - facebook | 5 | 291_driscoll_masked_auckland_mortar |
|
| 334 |
+
| 292 | drawer - bevan - avon - rothwell - leake | 5 | 292_drawer_bevan_avon_rothwell |
|
| 335 |
+
| 293 | breastfeeding - milk - clowes - breast - pump | 5 | 293_breastfeeding_milk_clowes_breast |
|
| 336 |
+
|
| 337 |
+
</details>
|
| 338 |
+
|
| 339 |
+
## Training hyperparameters
|
| 340 |
+
|
| 341 |
+
* calculate_probabilities: True
|
| 342 |
+
* language: english
|
| 343 |
+
* low_memory: False
|
| 344 |
+
* min_topic_size: 10
|
| 345 |
+
* n_gram_range: (1, 1)
|
| 346 |
+
* nr_topics: None
|
| 347 |
+
* seed_topic_list: None
|
| 348 |
+
* top_n_words: 10
|
| 349 |
+
* verbose: False
|
| 350 |
+
|
| 351 |
+
## Framework versions
|
| 352 |
+
|
| 353 |
+
* Numpy: 1.23.5
|
| 354 |
+
* HDBSCAN: 0.8.33
|
| 355 |
+
* UMAP: 0.5.3
|
| 356 |
+
* Pandas: 1.5.3
|
| 357 |
+
* Scikit-Learn: 1.2.2
|
| 358 |
+
* Sentence-transformers: 2.2.2
|
| 359 |
+
* Transformers: 4.31.0
|
| 360 |
+
* Numba: 0.57.1
|
| 361 |
+
* Plotly: 5.15.0
|
| 362 |
+
* Python: 3.10.12
|
config.json
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"calculate_probabilities": true,
|
| 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 |
+
"embedding_model": "sentence-transformers/all-MiniLM-L6-v2"
|
| 15 |
+
}
|
topic_embeddings.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ac6460e245e6a900576a4f26f911e738fd7bb008e76d92052cce087f2cac7316
|
| 3 |
+
size 453208
|
topics.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|