topicmodel
This is a 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:
from bertopic import BERTopic
topic_model = BERTopic.load("deb101/topicmodel")
topic_model.get_topic_info()
Topic overview
- Number of topics: 825
- Number of training documents: 1005412
Click here for an overview of all topics.
| Topic ID | Topic Keywords | Topic Frequency | Label |
|---|---|---|---|
| -1 | list - used - united - states - national | 120 | including |
| 0 | baronets - earl - baron - william - john | 555475 | baronets |
| 1 | list - highways - airports - list people - state | 7887 | list airports |
| 2 | commune - france - department - eastern france - central france | 6384 | region bourgogne |
| 3 | film - directed - starring - film directed - stars | 4934 | filmed |
| 4 | comparison - software - management - virtual - digital | 4709 | software comparison |
| 5 | windows - software - linux - microsoft - file | 4627 | unix |
| 6 | aircraft - wing - engine - designed - biplane | 3968 | aircraft designed |
| 7 | world war - war ii - navy - corps - military | 3819 | squadrons list |
| 8 | olympics - swimmer - summer olympics - freestyle - summer | 3674 | metre freestyle |
| 9 | dish - cuisine - sauce - meat - cake | 3636 | cuisines |
| 10 | saint - france saint - commune - france - department | 3550 | saint |
| 11 | house - historic house - house historic - historic - massachusetts | 3228 | historic house |
| 12 | ship - submarine - navy - class - ships | 3051 | class submarines |
| 13 | psychology - social - behavior - cognitive - theory | 2904 | psychology |
| 14 | station - line - station served - station opened - platform | 2865 | station midori |
| 15 | formation - preserves fossils - geologic - preserves - fossils dating | 2825 | geologic formation |
| 16 | car - engine - automobile - cars - motor | 2736 | automobile manufacturer |
| 17 | election - states senate - senate - elections - senate election | 2693 | senate election |
| 18 | song - album - released - studio album - single | 2564 | album |
| 19 | cricketer - cricketer played - played class - australian cricketer - class matches | 2530 | australian cricketer |
| 20 | korea - north korea - chinese - philippines - korean | 2364 | north korea |
| 21 | ireland - townland - barony - civil parish - northern ireland | 2353 | county antrim |
| 22 | mathematics - algebra - theorem - function - formula_1 | 2342 | algebras |
| 23 | football - american football - nfl - football league - college football | 2310 | football player |
| 24 | basketball - basketball team - team - football team - women national | 2233 | women basketball |
| 25 | channel - television - radio - tv - broadcasting | 2222 | began broadcasting |
| 26 | label - records - record label - record - independent record | 2184 | record label |
| 27 | lanka located - village sri - central province - sri lanka - lanka | 2174 | lanka village |
| 28 | satellite - space - launch - spacecraft - launched | 2080 | spacecraft launched |
| 29 | municipality state - region brazil - brazil - municipality - northeast region | 1981 | paranã municipality |
| 30 | films - american films - list american - japanese television - archaeology | 1971 | jazz timeline |
| 31 | college - school - university - institute - education | 1965 | government college |
| 32 | jews - armenian - jewish - history jews - saudi | 1917 | history jews |
| 33 | film - film directed - best foreign - directed - foreign language | 1895 | film directed |
| 34 | church - listed building - st - church st - anglican | 1867 | parish church |
| 35 | society - organization - research - association - institute | 1858 | organisations |
| 36 | pzl - jwh - bh - rwd - scr | 1824 | pzl |
| 37 | commune - france - department - le - inhabitants | 1821 | commune |
| 38 | uganda - list - sudan - list banks - airlines | 1783 | congo list |
| 39 | festival - music festival - festival held - film festival - music | 1773 | festival took |
| 40 | murder - convicted - year old - disappearance - murders | 1742 | murdered |
| 41 | bridge - covered bridge - covered - truss - span | 1727 | covered bridge |
| 42 | game - video game - video - games - playstation | 1720 | game console |
| 43 | acid - kinase - methyl - â² - chloride | 1699 | acid |
| 44 | bank - exchange - stock exchange - banking - stock | 1685 | bank founded |
| 45 | paralympics - summer paralympics - summer - athletes - olympics | 1680 | paralympics |
| 46 | sanskrit - hindu - buddhist - buddhism - hinduism | 1661 | hinduism |
| 47 | list number - number singles - singles - number - billboard | 1635 | number hits |
| 48 | serbian - kosovo - serbia - bosnia - macedonia | 1605 | bosnia herzegovina |
| 49 | brazil - river river - river - western brazil - state southeastern | 1603 | river bahia |
| 50 | professor - philosophy - university - philosopher - ph | 1593 | american philosopher |
| 51 | rifle - cartridge - gun - tank - mm | 1579 | rifle |
| 52 | protein - gene - encoded - humans encoded - humans | 1568 | protein encoded |
| 53 | baseball - major league - league baseball - pitcher - league | 1534 | outfielder |
| 54 | university - lycã - sciences - school - university located | 1506 | university founded |
| 55 | series - aired - television - dumont - episodes | 1502 | dumont television |
| 56 | mushroom - fungus - genus - species - psilocybe | 1496 | genus fungi |
| 57 | railway stations - historic sites - national historic - railway - rail | 1493 | sites canada |
| 58 | cao - han - dynasty - han dynasty - kingdoms | 1491 | cao wei |
| 59 | diocese - cathedral - catholic diocese - roman catholic - catholic | 1464 | diocese located |
| 60 | al - khan - ali - shah - abu | 1458 | khan al |
| 61 | building - tallest - skyscraper - tallest building - tower | 1458 | tall skyscraper |
| 62 | wrestling - professional wrestling - nwa - championship - tag team | 1428 | wrestling championship |
| 63 | eurovision - contest - song contest - eurovision song - song | 1408 | eurovision song |
| 64 | civil parish - parish - village civil - civil - village | 1361 | county cheshire |
| 65 | tour - golfer - professional golfer - pga - pga tour | 1348 | professional golfer |
| 66 | restaurant - chain - pizza - restaurants - coffee | 1347 | restaurants |
| 67 | awards - award - award best - ceremony - best | 1312 | film awards |
| 68 | malaysia - mosque - penang - melaka - kuala | 1298 | melaka malaysia |
| 69 | uganda - ugandan - minister - cabinet - politician | 1279 | ugandan cabinet |
| 70 | genus - cretaceous - dinosaur - type species - late cretaceous | 1275 | ceratopsian dinosaur |
| 71 | pradesh - kerala - list educational - tamil - educational institutions | 1248 | list institutions |
| 72 | school - college - students - girls - high school | 1236 | grammar school |
| 73 | syndrome - skin - cutaneous - condition - characterized | 1234 | cutaneous condition |
| 74 | saskatchewan - rural municipality - alberta - hamlet - rural | 1222 | rural municipality |
| 75 | railway station - railway - located pakistan - station located - pakistan | 1215 | station pakistan |
| 76 | âºâ - â¹â - â³ - mã - lã | 1208 | tã â¼rkiye |
| 77 | historic district - historic - district - district encompasses - encompasses | 1198 | historic district |
| 78 | characters - comics - films - films list - list | 1194 | comics list |
| 79 | acid - compound - organic - reaction - formula | 1192 | carboxylic acid |
| 80 | actor - actress - films - pornographic - american actor | 1182 | actress |
| 81 | law case - case - case concerning - law - concerning | 1174 | tort law |
| 82 | court - supreme court - supreme - states supreme - case | 1168 | fifth amendment |
| 83 | national park - park - conservation park - conservation - mount | 1152 | australia park |
| 84 | drug - receptor - opioid - ht - effects | 1142 | pihkal phenethylamines |
| 85 | american politician - politician - republican - house representatives - democratic | 1127 | politician served |
| 86 | creek - tributary - creek tributary - watershed - pennsylvania united | 1107 | watershed creek |
| 87 | racing - formula - nascar - rally - drivers | 1100 | motorsport |
| 88 | slovakia - village municipality - village mentioned - records village - records genealogical | 1089 | presov slovakia |
| 89 | regiment - infantry - infantry regiment - american civil - volunteer infantry | 1083 | regiment infantry |
| 90 | sabha - sabha constituency - constituency - lok sabha - lok | 1082 | constituency vidhan |
| 91 | sculpture - installed - statue - outdoor - bronze | 1082 | sculptures |
| 92 | church - deanery diocese - norway located - norway - county norway | 1050 | church norway |
| 93 | subdistrict - villages administration - hebei - residential communities - china | 1040 | district shijiazhuang |
| 94 | blues - songwriter - musician - singer - guitarist | 1039 | blues musician |
| 95 | dishes - dishes list - foods - coffee - rice | 1033 | dishes list |
| 96 | roman - catholic - churches - list roman - bishops | 1024 | roman catholic |
| 97 | indian cricketer - umpire - cricketer - cricket - cricket umpire | 1014 | cricketer umpire |
| 98 | kho - kora - kurgan - makran - holkar | 1006 | kho |
| 99 | rank - navy - officer - corps - force | 988 | military rank |
| 100 | medal honor - actions - medal - honor - military highest | 984 | war posthumously |
| 101 | lake - provincial park - ontario - ontario canada - lake lake | 973 | canada lake |
| 102 | antarctic - island - antarctica - expedition - islands | 969 | island antarctica |
| 103 | power station - power - power plant - plant - nuclear power | 969 | power plant |
| 104 | civil war - american civil - confederate - civil - brigadier general | 962 | confederate general |
| 105 | breed - dog - breeds - dogs - horse | 960 | breeds |
| 106 | scotland - loch - scottish borders - scottish - castle | 959 | scotland lies |
| 107 | hockey - nhl - ice hockey - professional ice - hockey league | 957 | hockey player |
| 108 | newspaper - newspaper published - daily - published - weekly | 953 | australian newspapers |
| 109 | hospital - nhs - trust - foundation trust - nhs foundation | 950 | nhs trust |
| 110 | company - software - headquartered - founded - technology | 949 | company headquartered |
| 111 | 2010 census - census - statistical area - county - statistical | 947 | msa population |
| 112 | minuscule - text - parchment - manuscript - aland | 942 | minuscule manuscript |
| 113 | airport - runway - ident - airport serving - airport airport | 930 | chile runway |
| 114 | film - directed - roles - lead roles - pakistani | 930 | bollywood |
| 115 | baseball - major league - league baseball - mlb - professional baseball | 925 | baseball outfielder |
| 116 | creek - stream - missouri - creek stream - missouri tributary | 924 | creek missouri |
| 117 | silent - film - directed - film directed - considered lost | 919 | directed griffith |
| 118 | josã - president - mexican - uruguayan - politician | 913 | president uruguay |
| 119 | police - police department - enforcement - sheriff - law enforcement | 901 | county police |
| 120 | basketball - nba - basketball player - professional basketball - player | 892 | nba player |
| 121 | quebec - regional county - county municipality - quebec canada - municipality | 891 | municipality quebec |
| 122 | plant - species - flowering - stylidium - leaves | 887 | genus stylidium |
| 123 | surname - given - people surname - meaning - surname include | 887 | surname meaning |
| 124 | comics - dc comics - dc - comic - marvel | 885 | dc comics |
| 125 | hockey - hockey league - league - junior - ice hockey | 882 | hockey league |
| 126 | germany flows - germany - bavaria germany - river bavaria - bavaria | 879 | river bavaria |
| 127 | stadium - arena - field - baseball - multi purpose | 878 | stadium located |
| 128 | footballer - midfielder - footballer played - played - football | 878 | footballer |
| 129 | uss - navy - navy world - states navy - laid | 875 | uss |
| 130 | lgbt - lgbt rights - rights - list lgbt - prostitution | 874 | lgbt rights |
| 131 | airlines - defunct airlines - related articles - list defunct - defunct | 874 | defunct airlines |
| 132 | israel - tell - arab - israeli - al | 873 | golan heights |
| 133 | samoa - mä - mä ori - ori - islands | 871 | samoan |
| 134 | band - band formed - rock band - vocals - guitar | 866 | band originally |
| 135 | fm - radio station - radio - licensed - station licensed | 864 | radio station |
| 136 | genus moths - tortricidae - family tortricidae - moths belonging - moths | 859 | genus moths |
| 137 | syrian - al - syrian civil - syria - iraq | 852 | syrian opposition |
| 138 | airport - municipal airport - use airport - airfield - national plan | 847 | county airport |
| 139 | mixed martial - martial artist - martial - mixed - ufc | 845 | mma debut |
| 140 | journal - peer reviewed - reviewed - peer - academic journal | 830 | journal |
| 141 | tallest - tower - dubai - list tallest - tallest buildings | 812 | tallest buildings |
| 142 | catchment - river - river rises - flows generally - perennial | 811 | australia river |
| 143 | region new - river river - island flows - river - new zealand | 811 | river waikato |
| 144 | rhin - rhin department - bas rhin - north eastern - commune bas | 811 | bas rhin |
| 145 | iucn - butterflies - list butterflies - species - evaluated | 809 | endangered iucn |
| 146 | gujarati - indian - gujarat - ઠ- sahitya | 807 | gujarati poet |
| 147 | squadron - air - air force - bombardment - force | 805 | refueling squadron |
| 148 | tax - income - loan - financial - equity | 793 | taxation |
| 149 | actress - actor - hindi - indian film - films | 791 | bollywood |
| 150 | arkansas - house - roof - porch - historic house | 777 | arkansas built |
| 151 | new brunswick - brunswick - parish - county new - parish new | 774 | new brunswick |
| 152 | philippines - manila - barangay - population people - island | 769 | philippines located |
| 153 | colorado - utah - census - cdp - county colorado | 768 | county colorado |
| 154 | earthquake - magnitude - fault - earthquake occurred - occurred | 767 | earthquake occurred |
| 155 | painter - danish - german painter - copenhagen - munich | 758 | danish painter |
| 156 | wine - winery - wines - grape - wine region | 758 | wine produced |
| 157 | iranian - iran - ayatollah - mohammad - al | 758 | ayatollah mohammad |
| 158 | serbia - vojvodina - serbia situated - 2002 census - municipality | 757 | serbia situated |
| 159 | rugby league - rugby - league - club - football | 753 | queensland rugby |
| 160 | genus prehistoric - extinct genus - prehistoric - bony fish - extinct | 751 | genus prehistoric |
| 161 | baseball - major league - league baseball - professional baseball - mlb | 745 | outfielder |
| 162 | st - lady - mary - st john - saint | 740 | st mary |
| 163 | nd - stockholm - denmark - copenhagen - sweden | 739 | alley named |
| 164 | wikipedia - wikiproject - wikipedia wikiproject - wikipedia wikipedia - wikiproject outlines | 737 | wikipedia wikiproject |
| 165 | stakes - race - horse race - flat horse - furlongs | 736 | stakes race |
| 166 | listed buildings - buildings - listed - cheshire listed - lancashire listed | 730 | listed buildings |
| 167 | magnetic - laser - electron - optical - radiation | 727 | scattering |
| 168 | spider - spiders - spider species - spider genus - species | 723 | spider genus |
| 169 | railroad - subdivision - csx - railroad line - csx transportation | 720 | csx transportation |
| 170 | taiwan - taipei - museum - kaohsiung - county taiwan | 717 | museum taiwan |
| 171 | afghanistan - badakhshan - eastern afghanistan - bamyan - bamyan province | 713 | afghanistan located |
| 172 | railway - railway station - station - line - halt | 710 | halt railway |
| 173 | german television - television series - television - series - german | 708 | german television |
| 174 | infantry - regiment - infantry regiment - mustered - ohio | 706 | regiment illinois |
| 175 | chã teau - teau - chã - castle - partement france | 705 | france castle |
| 176 | wind - wind farm - solar - farm - mw | 705 | wind farm |
| 177 | armenia - province armenia - ararat - syunik - romanized | 703 | armenia village |
| 178 | bishop - american prelate - prelate - prelate roman - catholic church | 701 | bishop catholic |
| 179 | glacier - antarctic - glacier glacier - antarctica - flowing | 698 | glacier |
| 180 | dutch - portuguese - netherlands - switzerland - magazines | 692 | netherlands list |
| 181 | hurricane - tropical - storm - hurricane season - atlantic hurricane | 680 | hurricane season |
| 182 | socket - intel - ibm - amd - processors | 678 | cpu socket |
| 183 | airport - airport serving - airport airport - serving - airstrip | 674 | congo airport |
| 184 | party - election - party canada - general election - federal election | 670 | canada party |
| 185 | taiwan - school - university - taipei - hong kong | 667 | taiwan university |
| 186 | mantis - praying - praying mantis - species praying - mantis genus | 667 | praying mantis |
| 187 | suburb - south australia - government area - shire - adelaide | 660 | suburb melbourne |
| 188 | dragonfly - damselfly - manor - inhabits - species | 658 | dragonflies |
| 189 | pump - valve - heat - water - steam | 653 | boiler |
| 190 | brewery - beer - brewing - distillery - brewing company | 649 | brewery founded |
| 191 | mosque - mosque located - minaret - al - islamic | 648 | mosque built |
| 192 | temple - upanishad - mandir - sringeri - prasad | 640 | muthappan temple |
| 193 | tiling - honeycomb - geometry - schlã fli - schlã | 636 | honeycombs |
| 194 | hong kong - kong - hong - wan - kowloon | 636 | kowloon hong |
| 195 | relations - embassy - diplomatic relations - diplomatic - foreign relations | 635 | ukraine relations |
| 196 | bands - bands list - punk - artists - metal | 635 | hardcore bands |
| 197 | polish - aw - warsaw - poland - ski | 632 | polish writer |
| 198 | fish - shark - species - cichlid - freshwater | 631 | species fish |
| 199 | uk parliament - constituency - parliament - parliament constituency - house commons | 627 | parliament constituency |
| 200 | island - islands - marine park - tasmania - marine | 626 | island tasmania |
| 201 | star - hd - planet - constellation - light years | 626 | magnitude star |
| 202 | nanotechnology - micro - bionic - macro - microbial | 625 | nanotechnology |
| 203 | commune - france - department - montreuil - eastern france | 625 | montagne |
| 204 | mandal - revenue division - andhra pradesh - andhra - state andhra | 622 | census mandal |
| 205 | temple - hindu - jain - hindu temple - temples | 614 | temples kerala |
| 206 | shrine - ji - temple - shinto - kami | 605 | shinto shrine |
| 207 | ministry - ministry justice - justice - responsible - affairs | 603 | ministry justice |
| 208 | cathedral - diocese - episcopal - church - catholic | 603 | diocese |
| 209 | painter - artist - art - paintings - american painter | 600 | painter known |
| 210 | tokyo - japanese - japan - prefecture - imperial university | 598 | born tokyo |
| 211 | medal - service medal - decoration - awarded - service | 598 | service medal |
| 212 | games - games list - video games - video - playstation | 596 | list playstation |
| 213 | crater - mars - quadrangle - impact crater - diameter | 596 | martian crater |
| 214 | alps - pass - mountain pass - mountain - canton | 586 | alps canton |
| 215 | national register - places listings - listings - register - county indiana | 582 | county kentucky |
| 216 | christian - prayer - catholic - catholic church - god | 582 | catholic |
| 217 | department hauts - hauts france - hauts - somme - commune somme | 582 | commune somme |
| 218 | concerto - symphony - handel - orchestra - piano | 581 | violin concerto |
| 219 | party - political party - liberal - democratic - political | 577 | socialist party |
| 220 | nerve - artery - bone - muscle - anterior | 577 | forearm |
| 221 | australian politician - politician - australian - judge - member | 575 | australian politician |
| 222 | hanja - hanja used - reading - korean - given names | 574 | writing hanja |
| 223 | heritage listed - new south - south wales - city sydney - heritage | 573 | millers point |
| 224 | secondary school - school board - school - secondary - district school | 572 | ontario school |
| 225 | puerto - puerto rican - rican - puerto rico - rico | 571 | rodrã guez |
| 226 | district headquarter - headquarter - representative village - sarpanch elected - sarpanch | 571 | village batala |
| 227 | power stations - list power - power - stations - energy | 569 | power stations |
| 228 | list listed - listed buildings - buildings parish - scotland list - buildings | 569 | aberdeenshire list |
| 229 | county texas - texas - recorded texas - texas historic - historic landmarks | 569 | county texas |
| 230 | sumo - sumo wrestler - wrestler - highest rank - professional debut | 568 | japan sumo |
| 231 | theatre - theater - performing arts - museum - arts | 567 | theatre located |
| 232 | national highway - nh - highway - highway india - india national | 567 | highway india |
| 233 | butterfly - forewing - upperside - belongs - butterfly family | 566 | asia butterfly |
| 234 | formation - recovered formation - fossils recovered - dinosaur remains - recovered | 564 | geologic formation |
| 235 | pakistan - urdu - khan - pakistani - muhammad | 563 | khan born |
| 236 | samsung - nokia - android - phone - smartphone | 560 | samsung galaxy |
| 237 | nyâ - york state - routeâ - state routeâ - new york | 560 | route nyâ |
| 238 | electoral district - ontario - electoral - riding - federal electoral | 559 | ontario created |
| 239 | jersey united - new jersey - jersey - added national - county new | 558 | bergen county |
| 240 | ufc - vs - event - ufc fight - arts event | 558 | event ufc |
| 241 | subspecies - venomous - viper - currently recognized - species | 558 | viperidae |
| 242 | lake - lake lake - minnesota - lake named - state minnesota | 556 | lake minnesota |
| 243 | uganda - approximately road - kampala - region uganda - district headquarters | 554 | kampala uganda |
| 244 | eucalyptus - mallee - bark - grows - grows height | 550 | eucalyptus |
| 245 | indigenous - indigenous peoples - peoples - irish - scottish | 549 | indigenous peoples |
| 246 | comune - campania - town comune - italy - cilento | 547 | salerno campania |
| 247 | kabaka - buganda - nigeria - niger - senegal | 547 | kabaka buganda |
| 248 | flight - crashed - airlines flight - airlines - crash | 545 | aircraft crashed |
| 249 | kong - hong kong - hong - chan - lau | 544 | kong film |
| 250 | worn - dress - clothing - uniform - hat | 544 | dress uniform |
| 251 | oil - gas - oil field - pipeline - natural gas | 540 | oil field |
| 252 | arboretum - garden - botanical - botanical garden - gardens | 539 | arboretum |
| 253 | ya - fjord - island - county norway - norway | 538 | county norway |
| 254 | upazila - bangladesh - district division - sadar - bangladesh census | 537 | bangladesh census |
| 255 | south korea - gangwon - elevation - korea - mountain | 536 | korean mountain |
| 256 | pa - pennsylvania route - pennsylvania - route - terminus | 528 | route pennsylvania |
| 257 | uttar pradesh - uttar - pradesh - indian politician - legislative assembly | 525 | member bharatiya |
| 258 | coaster - ride - roller coaster - disneyland - disney | 518 | coaster |
| 259 | oregon listed - oregon - portland oregon - portland - listed national | 513 | oregon house |
| 260 | high school - school - high - indiana - public high | 513 | school indiana |
| 261 | indian - academy sciences - elected fellow - sciences - fellow | 509 | sciences india |
| 262 | visa - citizens - passport - visa requirements - citizens visa | 507 | visa requirements |
| 263 | cricketer - cricket - batsman - cricketer played - bowler | 507 | australian cricketer |
| 264 | congress - legislative assembly - legislative - party - indian national | 507 | pradesh congress |
| 265 | draft - sports draft - company draft - school draft - music draft | 505 | draft |
| 266 | manga - anime - series - anime series - pokã mon | 503 | anime |
| 267 | jesus - gospel - chapter - testament - bible | 503 | chapter epistle |
| 268 | india census - females - males - 2001 india - census | 503 | india census |
| 269 | caliber - gun - rifle - mm - cartridges | 501 | mm caliber |
| 270 | tornado - tornadoes - outbreak - tornado outbreak - tornado outbreaks | 500 | tornado outbreaks |
| 271 | greek - mythology - greek mythology - goddess - ancient greek | 499 | greek mythology |
| 272 | hall - country house - cheshire england - cheshire - house | 494 | hall built |
| 273 | table tennis - tennis - table - tennis championships - world table | 494 | table tennis |
| 274 | ngc - galaxy - galaxies - constellation - nebula | 493 | galaxy ngc |
| 275 | cricket - twenty20 - cricketers - international cricket - icc | 492 | twenty20 international |
| 276 | prefectural natural - prefectural - natural park - quasi national - national park | 489 | prefectural natural |
| 277 | sweden - finland - iceland - norwegian - denmark | 489 | sweden finnish |
| 278 | formation - fossils dating - germany preserves - preserves fossils - formation germany | 489 | geologic formation |
| 279 | streptomyces - genus streptomyces - bacterium species - bacterium - streptomyces isolated | 489 | genus streptomyces |
| 280 | cultural properties - properties japan - prefectural - list cultural - designated | 489 | japan designated |
| 281 | copa - uefa - cup - libertadores - football | 483 | uefa cup |
| 282 | uss - union navy - navy - steamer - navy american | 481 | 1862 uss |
| 283 | album - studio album - song - studio - released | 481 | latin albums |
| 284 | election - federal election - canadian federal - leadership - polling | 479 | opinion polling |
| 285 | river river - river - river chile - river bolivia - river venezuela | 478 | river venezuela |
| 286 | places listings - listings - national register - county virginia - register | 477 | county virginia |
| 287 | airport - airline - international airport - airlines - air | 474 | airline founded |
| 288 | airport - airport located - raaf - aerodrome - airfield | 474 | airport australia |
| 289 | pastoral lease - lease - pastoral - cattle station - station pastoral | 473 | sheep station |
| 290 | bombing - bombings - riots - attack - airstrike | 472 | bombings |
| 291 | yacht - yachts - sailboat - sailboat designed - fiberglass | 466 | sailboat designed |
| 292 | express - train - km hr - hr - averages speed | 461 | express train |
| 293 | brigade - yeomanry - british army - regiment - armoured | 458 | yeomanry |
| 294 | eclipse - lunar - lunar eclipse - saros - eclipses | 458 | lunar eclipses |
| 295 | chart - singles - albums - billboard - charts | 455 | uk albums |
| 296 | glacier - glacier national - park state - state montana - range glacier | 454 | glacier located |
| 297 | dam - reservoir - creek - county california - california | 453 | california dam |
| 298 | german - german politician - hitler - nazi - von | 452 | member nazi |
| 299 | battalion - marine - regiment - field artillery - regiment united | 451 | 1st battalion |
| 300 | goiã - nia - goiã nia - state brazil - goiã state | 446 | goiã municipality |
| 301 | municipal unit - km - greece - municipal - unit | 442 | achaea greece |
| 302 | hong kong - kong - hong - kong list - kong hong | 430 | hong kong |
| 303 | aspidodiadema - amphipneustes - centrostephanus - amblypneustes - urbis romae | 428 | aspidodiadema |
| 304 | european union - european - union european - united nations - union | 426 | european union |
| 305 | elections - senate elections - representatives elections - states elections - states senate | 426 | elections 1976 |
| 306 | srâ - georgia - georgia state - state georgia - state route | 425 | georgia highway |
| 307 | asteroid - comet - orbit - earth - discovered | 421 | asteroid discovered |
| 308 | probability - distribution - random - statistics - regression | 420 | probability distribution |
| 309 | mall - shopping - centre - canada - tallest | 420 | shopping centre |
| 310 | railway - railway station - milan - italy - station | 419 | station italy |
| 311 | fed cup - zone group - fed - group ii - zone | 418 | group ii |
| 312 | azerbaijan - oglu - azerbaijani - turkish - baku | 417 | hero azerbaijan |
| 313 | orchidaceae - family orchidaceae - orchid family - orchid - plants orchid | 417 | orchidaceae species |
| 314 | mac - uã - annals - connacht - king | 414 | king connacht |
| 315 | lens - nikon - sony - camera - cameras | 413 | zoom lens |
| 316 | events year - events - kingdom events - lists events - following lists | 412 | australia following |
| 317 | georgia - turkey - district georgia - georgian - kartli | 411 | municipality georgia |
| 318 | battle - siege - second battle - treaty - katwa | 410 | battle karbala |
| 319 | speedway - speedway grand - grand prix - prix - speedway world | 408 | speedway championship |
| 320 | films - films released - grossing - highest grossing - list films | 407 | grossing films |
| 321 | list lighthouses - lighthouses - list - lightvessels - lighthouses lightvessels | 407 | list lighthouses |
| 322 | md - maryland route - maryland - state highway - state maryland | 405 | maryland highway |
| 323 | rugby - sevens - rugby union - national rugby - rugby sevens | 405 | rugby sevens |
| 324 | observatory - telescope - astronomical observatory - astronomical - observatory astronomical | 403 | observatory established |
| 325 | toronto - transit - ontario - fort - ontario canada | 403 | toronto subway |
| 326 | electron - spectroscopy - spectrometry - mass spectrometry - microscopy | 403 | electron microscopy |
| 327 | bishop - served bishop - prelate - prelate served - catholic prelate | 400 | italian prelate |
| 328 | cyclist - tour france - professional road - racing cyclist - dutch | 397 | dutch cyclist |
| 329 | tennis player - doubles - tennis - singles - professional tennis | 395 | wimbledon championships |
| 330 | cuba - province cuba - puerto - municipality - rico | 395 | cuba located |
| 331 | correctional - prison - inmates - federal correctional - correctional institution | 394 | federal prison |
| 332 | bc - consul - gaius - lucius - marcus | 394 | consul roman |
| 333 | gens - gens gens - plebeian - plebeian family - nomen | 391 | rome gens |
| 334 | raf - royal air - airfield - force station - air force | 390 | airfield raf |
| 335 | state road - new mexico - mexico state - mexico - terminus | 387 | nm |
| 336 | road ireland - road - road regional - regional road - ireland | 387 | road ireland |
| 337 | school district - independent school - district based - school - district public | 386 | school district |
| 338 | airfield - airport - air base - military airfield - air | 385 | france airfield |
| 339 | rugby - rugby league - rugby union - national rugby - league team | 385 | rugby league |
| 340 | railway station - junction railway - express - railway - junction | 384 | junction railway |
| 341 | newspaper - magazine - published - zeitung - newspaper published | 382 | zeitung |
| 342 | castle - motte - motte bailey - bailey - bailey castle | 382 | norman castle |
| 343 | boxer - professional boxer - flyweight - wbc - wba | 380 | flyweight champion |
| 344 | canton - french canton - reorganisation came - canton reorganisation - effect march | 378 | canton reorganisation |
| 345 | quechua - hispanicized - peru - andes - peru located | 377 | qucha lake |
| 346 | maya - guatemala - mexican state - mexico - municipality | 374 | maya civilization |
| 347 | baseball - league baseball - major league - league leaders - league | 374 | league leaders |
| 348 | aerodrome - water aerodrome - aerodrome located - airport - canada | 373 | water aerodrome |
| 349 | court cases - cases volume - states supreme - list united - cases | 373 | cases list |
| 350 | race - stakes - racecourse - group thoroughbred - club group | 373 | caulfield racecourse |
| 351 | lockheed - northrop - grumman - boeing - douglas | 373 | lockheed |
| 352 | instrument - strings - instruments - drum - string | 373 | stringed instrument |
| 353 | ibn - al - muhammad - bin - imam | 372 | ibn abd |
| 354 | currency - coin - coins - dollar - pound | 372 | currency |
| 355 | patent - copyright - intellectual property - patents - european patent | 372 | patent law |
| 356 | discography - discography list - songs recorded - list songs - songs | 367 | discography |
| 357 | monastery - cathedral - orthodox - serbian - church | 363 | monastery serbian |
| 358 | lighthouse - lighthouse located - coastal lighthouse - lighthouse coastal - light | 362 | lighthouse situated |
| 359 | tennis - wta - atp - tour - wta tour | 360 | wta tour |
| 360 | dong - dong neighbourhood - gu - dong dong - seoul south | 360 | dong seoul |
| 361 | castle - poland - voivodeship - estonia - gmina | 360 | tejn castle |
| 362 | kickboxer - muay - muay thai - thai - champion | 360 | thai kickboxer |
| 363 | union councils - councils - district khyber - khyber pakhtunkhwa - pakhtunkhwa | 360 | pakistan district |
| 364 | synagogue - congregation - jewish - synagogue located - synagogues | 358 | synagogue built |
| 365 | china - chinese - wang - republic china - chen | 357 | chinese politician |
| 366 | poetry - link - poetry article - year poetry - link corresponding | 357 | poetry nationality |
| 367 | tower - transmitter - mast - tv tower - guyed | 357 | broadcasting tower |
| 368 | miss - pageant - beauty - miss earth - beauty pageant | 356 | world miss |
| 369 | lectionary - parchment - greek manuscript - designated siglum - siglum | 355 | lectionary evangelistarium |
| 370 | pope - antipope - rome - death - papacy | 354 | pope boniface |
| 371 | men european - men olympic - european championships - record progression - time lists | 352 | european championships |
| 372 | magazine - literary - review - literary magazine - poetry | 348 | literary magazine |
| 373 | kim - korean - korea - north korean - south korean | 347 | kim born |
| 374 | arboretum - jardin - botanique - garden - jardin botanique | 346 | jardin botanique |
| 375 | quantum - relativity - theory - physics - general relativity | 342 | theory relativity |
| 376 | cards - card - game - poker - card game | 341 | playing cards |
| 377 | railroad - transit - streetcar - rail - pacific railroad | 340 | metro rail |
| 378 | arkansas - arkansas highway - highwayâ - highway - ar | 340 | highway arkansas |
| 379 | nuclear - supply sanitation - sanitation - water supply - supply | 337 | supply sanitation |
| 380 | sri lankan - lankan - sri - ceylon - lanka | 337 | lankan politician |
| 381 | comarca - spain - salamanca - castile - spain according | 336 | province salamanca |
| 382 | dam - hydroelectric - hydroelectric power - power - mw | 336 | hydroelectric dam |
| 383 | olfactory receptor - olfactory - protein humans - humans encoded - encoded | 336 | olfactory receptor |
| 384 | trunkline - michigan - highway - michigan highway - state trunkline | 335 | michigan highway |
| 385 | footballer - professional footballer - footballer plays - manager - career | 335 | footballer born |
| 386 | korea - south korea - province north - north korea - province south | 331 | north gyeongsang |
| 387 | abbey - germany - monastery - benedictine - basilica | 331 | abbey founded |
| 388 | missile - missiles - warhead - ballistic - guided | 331 | missile |
| 389 | river mexico - river river - river - puerto rico - rico | 330 | river mexico |
| 390 | catalonia spain - catalonia - sierra - spain - mountain catalonia | 330 | mountain catalonia |
| 391 | earl - sir - baronet - lord - 1st | 329 | 1st baron |
| 392 | puerto - poet - puerto rican - puerto rico - rican | 329 | rican poet |
| 393 | rugby - rugby union - club - league - english rugby | 329 | league rugby |
| 394 | rescue service - police - rescue - constabulary - police force | 329 | constabulary |
| 395 | light - lighthouse - island light - light lighthouse - harbor | 329 | point lighthouse |
| 396 | massacre - massacres - list massacres - massacre list - massacres list | 328 | massacres list |
| 397 | dam - lowest foundation - height dam - dam lowest - foundation length | 328 | earthfill dam |
| 398 | soccer - men soccer - soccer tournament - tournament - conference | 325 | soccer conference |
| 399 | oregon - fork - state oregon - willamette - river | 323 | south fork |
| 400 | dog - breeds - pig - sheep - cat | 322 | dog |
| 401 | mineral - formula - crystals - minerals - chemical formula | 322 | mineral composed |
| 402 | lake - norway lake - county norway - lake lies - lake municipality | 320 | norway lake |
| 403 | county new - listings - places listings - national register - register | 320 | york county |
| 404 | boxing - champions list - champions - boxing champions - world champions | 317 | zealand boxing |
| 405 | hebrew - jewish - torah - judaism - kabbalah | 316 | rabbinic literature |
| 406 | locomotives - locomotive - class - state railways - steam | 315 | prussian class |
| 407 | soap opera - soap - character - fictional character - fictional | 314 | eastenders played |
| 408 | wu - liu - wang - chang - xian | 314 | liu |
| 409 | calgary - neighbourhood - edmonton - residential neighbourhood - quadrant calgary | 313 | city calgary |
| 410 | quechua - peru - districts province - district districts - mainly indigenous | 313 | province peru |
| 411 | environmental - climate - climate change - change - list environmental | 312 | climate change |
| 412 | squadron - raf - squadron raf - squadron royal - royal air | 310 | squadron raf |
| 413 | racehorse - thoroughbred racehorse - thoroughbred - bred - sire | 308 | racehorse sire |
| 414 | new hampshire - hampshire - hampshire united - pond - brook | 306 | hampshire river |
| 415 | palazzo - italy - basilica - cathedral - di | 305 | palazzo |
| 416 | carpathians - mountain - beskids - mountains - bosnia | 302 | eastern carpathians |
| 417 | sound - vowel - voiceless - consonant - fricative | 302 | consonantal sound |
| 418 | metro station - metro - delhi metro - delhi - line delhi | 302 | delhi metro |
| 419 | lighthouse - light - lighthouse located - point - active lighthouse | 301 | lighthouse situated |
| 420 | film - directed - drama film - film directed - drama | 301 | french film |
| 421 | black - white - red - black white - white terror | 300 | white black |
| 422 | metro - buenos - buenos aires - aires - bilbao | 300 | argentine railway |
| 423 | airport - airport airport - airport serving - province china - china | 300 | airport china |
| 424 | stadiums - football stadiums - list football - capacity - arenas | 299 | list stadiums |
| 425 | club - peruvian - peruvian football - football club - deportivo | 299 | peruvian football |
| 426 | open - open source - open access - source - list open | 299 | open source |
| 427 | noble family - noble - family - prince - grand prince | 296 | kingdom croatia |
| 428 | newfoundland - labrador - newfoundland labrador - province newfoundland - cove | 296 | newfoundland province |
| 429 | baron - peerage - baronetage - title peerage - viscount | 295 | 1st baron |
| 430 | prize - medal - award - awarded - outstanding | 295 | nobel prize |
| 431 | abs cbn - cbn - abs - philippine - filipino | 294 | philippine drama |
| 432 | african - africa - africa african - african american - south african | 294 | african |
| 433 | species list - species - genera list - genera - synonyms list | 294 | list genera |
| 434 | railway - funicular - tramway - network - tramway network | 294 | tramway network |
| 435 | croats - albanians - ethnic - minority - albanian | 293 | ethnic macedonians |
| 436 | county nebraska - township - nebraska - nebraska united - census 2006 | 293 | county nebraska |
| 437 | shaheed bhagat - singh nagar - bhagat singh - bhagat - shaheed | 292 | chandigarh village |
| 438 | state route - sr - route - california state - california | 292 | highway california |
| 439 | school building - historic school - school historic - school - schoolhouse | 291 | schoolhouse built |
| 440 | oliver hardy - featuring oliver - hardy - silent comedy - film featuring | 290 | hardy film |
| 441 | cartel - drug - mexican - drug lord - mexican drug | 290 | tijuana cartel |
| 442 | hurdle - national hunt - distance miles - chase - grade national | 289 | hurdle race |
| 443 | castles - list castles - timeline - saxony - schleswig | 289 | list castles |
| 444 | boat - sail - sailing - boats - ship | 288 | sailing |
| 445 | cheese - milk - cheeses - cow milk - milk cheese | 287 | cheese originated |
| 446 | assembly constituency - constituency - assembly - assembly india - sabha | 287 | constituency andhra |
| 447 | representing - french politician - elected french - 2017 representing - politician representing | 286 | french politician |
| 448 | assessed - mammal species - mammal - species - species assessed | 286 | list mammals |
| 449 | td - teachta dã - teachta - la td - il | 284 | irish politician |
| 450 | listed buildings - grade - grade ii - buildings - ii listed | 284 | listed buildings |
| 451 | hockey - hockey league - league - league list - football league | 280 | hockey league |
| 452 | jesus - christian - bible - biblical - prayer | 280 | jesus christian |
| 453 | â³n - franã - franã aise - aise - des | 280 | franã aise |
| 454 | pasha - ottoman - mehmed - sultan - vizier | 279 | mehmed pasha |
| 455 | commune angola - angola located - angola - located province - town commune | 279 | angola located |
| 456 | squadron - vf - va - disestablished - fighter squadron | 278 | squadron vf |
| 457 | adaptive - linear - matrix - differential - vector | 278 | matrix linear |
| 458 | chord - note - scale - interval - tuning | 277 | chord music |
| 459 | general elections - elections held - pp - votes - na | 276 | assembly pakistan |
| 460 | author - novels - poet - writer - novelist | 276 | writer |
| 461 | fjord - greenland - island - sermersooq - sermersooq municipality | 275 | fjord located |
| 462 | green - blue - green green - blue green - green revolution | 275 | green |
| 463 | islamic - al - quran - hadith - muhammad | 275 | quran |
| 464 | ghana - region ghana - parliament - parliament constituency - ghana parliament | 274 | ghana parliament |
| 465 | county arkansas - places listings - listings - arkansas - national register | 271 | county arkansas |
| 466 | stadium - arena - stadion - home ground - football matches | 271 | stadium |
| 467 | municipality 2011 - census recorded - 2011 local - government reform - reform municipality | 270 | village katerini |
| 468 | mars - craters - mars list - martian - rover | 270 | mars list |
| 469 | camp - concentration camp - concentration - stalag - ghetto | 269 | camp nazi |
| 470 | coach - baseball coach - baseball - college baseball - head coach | 269 | baseball coach |
| 471 | hypoxia - hemianopsia - cynicism - hypostasis - hypokalemic | 268 | hypoxia |
| 472 | congregational - congregational church - church - historic church - church historic | 267 | congregational church |
| 473 | davis cup - cup team - davis - fed cup - cup | 267 | davis cup |
| 474 | hurling - football championship - senior football - senior - hurling championship | 267 | hurling championship |
| 475 | fiba - mvp - valuable player - award - euroleague | 266 | award fiba |
| 476 | communist - party - communist party - parties - republican party | 266 | communist party |
| 477 | county california - california - places listings - listings - california list | 265 | county california |
| 478 | caste - muslim - muslim community - community - community state | 264 | uttar pradesh |
| 479 | john - william - educated - church scotland - scottish | 264 | church scotland |
| 480 | erosion - sediment - ice - water - glacial | 263 | sediment |
| 481 | canadian rockies - peak - mount - rockies - summit located | 263 | canada mount |
| 482 | racing cyclist - professional racing - cyclist - rides - racing | 262 | cyclist currently |
| 483 | foreign language - language film - academy award - best foreign - submissions | 262 | academy award |
| 484 | football team - consists american - team consists - football players - football | 261 | sec football |
| 485 | mound - mounds - site - archaeological - archaeological site | 260 | mound site |
| 486 | barrage - dam - river - irrigation - reservoir | 260 | barrage |
| 487 | rancho - grant - mexican land - land grant - california given | 260 | rancho santa |
| 488 | ivan - disambiguation - nikolai - nikolay - konstantin | 259 | ki kragujevac |
| 489 | leningrad - russian - saint petersburg - union artists - petersburg | 259 | russian painter |
| 490 | cocktail - drink - rum - juice - liqueur | 259 | cocktail |
| 491 | scouts - scout - scouting - guides - girl | 258 | scouting founded |
| 492 | ballet - dancer - ballerina - israeli - russian | 256 | russian ballet |
| 493 | seine maritime - caux - commune seine - maritime department - seine | 256 | normandy region |
| 494 | boxer - boxing - champion - heavyweight - american boxer | 256 | middleweight champion |
| 495 | worn - sword - clothing - hat - cloth | 256 | traditional dress |
| 496 | fraternity - phi - sigma - alpha - kappa | 253 | fraternity founded |
| 497 | stores - chain - store - supermarket - supermarkets | 252 | stores |
| 498 | sex - lgbt - lgbt rights - couples - sex couples | 251 | lgbt rights |
| 499 | typhoon - tropical storm - storm - tropical - hurricane | 251 | typhoon |
| 500 | places listings - listings - national register - county idaho - register | 251 | county idaho |
| 501 | route - new jersey - jersey - county route - cr | 251 | jersey highway |
| 502 | diamond - coal - uranium - mining - tonnes | 250 | australia coal |
| 503 | musã - paris - arrondissement - museum - paris france | 250 | france musã |
| 504 | everest - mount everest - mountaineer - climbing - sherpa | 250 | climb everest |
| 505 | war units - civil war - units list - units - civil | 250 | confederate units |
| 506 | typhoon - tropical - storm - tropical storm - typhoon season | 250 | typhoon season |
| 507 | protected heritage - heritage sites - heritage - list belgium - protected | 249 | walloon town |
| 508 | emperor - clan - fujiwara - daimyå - tsugaru | 249 | emperor japan |
| 509 | srâ - ipc athletics - ipc - alabama - terminus highway | 249 | ipc athletics |
| 510 | state park - park - provincial park - conservation park - provincial | 248 | state park |
| 511 | clan - bon gwan - gwan - clan korean - korean clans | 247 | korean clan |
| 512 | battle - treaty - cheyenne - sioux - lakota | 246 | custer |
| 513 | cartoon - bugs - bunny - daffy - bugs bunny | 246 | bugs bunny |
| 514 | electoral - electoral district - state queensland - assembly australian - legislative | 245 | electoral district |
| 515 | painter - paris - french painter - jean - french | 243 | french painter |
| 516 | uncial - uncial manuscript - codex - cm - greek uncial | 243 | uncial manuscript |
| 517 | reservoir - river - tributary river - thames - brook | 243 | reservoir |
| 518 | methodist - lds - lds church - day saints - church jesus | 243 | joseph smith |
| 519 | castle - castle municipality - switzerland - swiss heritage - site national | 242 | switzerland castle |
| 520 | flight - airlines flight - airlines - air flight - airways flight | 242 | flight 548 |
| 521 | railway - chennai - railway station - station - station code | 241 | station chennai |
| 522 | college - colleges - university - liberal arts - law school | 241 | universities |
| 523 | bishops - methodist - churches - church - conference | 240 | reformed churches |
| 524 | plate - seamount - hotspot - trench - ocean | 239 | volcanic hotspot |
| 525 | politician - virginia - ohio - governor - west virginia | 239 | virginia born |
| 526 | list major - major league - league baseball - leaders list - baseball | 238 | pitchers list |
| 527 | savigny - marigny - commune - france - juvigny | 238 | france savigny |
| 528 | wilderness - mountains - arizona - desert - wilderness area | 237 | mountains wilderness |
| 529 | hurricane season - pacific hurricane - cyclone - hurricane - pacific | 236 | pacific hurricane |
| 530 | pura - javanese - bali - balinese - java | 235 | javanese |
| 531 | dam - hydraulic works - state hydraulic - development backed - turkish state | 235 | dam |
| 532 | accreditation - education - education united - medical - association | 234 | accreditation organizations |
| 533 | thai - thai league - league - 2018 thai - thai premier | 233 | thai league |
| 534 | oxyrhynchus - papyrus - papyrus oxyrhynchus - oxy - written papyrus | 233 | papyrus oxyrhynchus |
| 535 | al - ibn - abu - al din - abå | 233 | ibn al |
| 536 | reserve - nature reserve - nature - zapovednik - strict nature | 233 | taiga ecoregion |
| 537 | korea - seoul - museum - south korea - temple | 232 | museum seoul |
| 538 | chess - shogi - pawn - pieces - moves | 231 | chess |
| 539 | cigarette - cigarettes - tobacco - brand - owned manufactured | 231 | cigarette brand |
| 540 | josã - juan - lã â³pez - manuel - â³pez | 230 | manuel rodrã |
| 541 | km starting - point line - starting point - station building - station station | 230 | jr kyushu |
| 542 | railway line - railway - line - railway station - new south | 229 | line queensland |
| 543 | special election - district special - vacancy - special - took seat | 229 | special election |
| 544 | royal navy - admiral - navy officer - officer - navy | 229 | commanded hms |
| 545 | umpire - umpired - league - major league - umpire major | 229 | career umpired |
| 546 | grammy - grammy award - award best - award - grammy awards | 228 | grammy award |
| 547 | oblast - okrug - rural localities - localities - list rural | 228 | district moscow |
| 548 | slavery - slave - liberation - history slavery - separatist movements | 226 | slavery |
| 549 | day saints - mormon - church jesus - day saint - christ day | 225 | lds church |
| 550 | electoral district - electoral - district quebec - riding - canada represented | 224 | district quebec |
| 551 | state assembly - district california - assembly district - security council - currently represented | 224 | assembly district |
| 552 | arkansas - commercial - commercial historic - historic district - historic commercial | 224 | arkansas built |
| 553 | cameroon - commune cameroon - town commune - town - commune | 223 | cameroon town |
| 554 | birds - list birds - species - list bird - bird species | 222 | bird species |
| 555 | museum - collection - berlin - hamburg - germany | 222 | museum berlin |
| 556 | hall fame - fame - hall - hockey hall - sports hall | 222 | fame hall |
| 557 | olympics - summer olympics - summer - paralympics - summer paralympics | 222 | summer olympics |
| 558 | iberian - tribe - celtic - germanic - roman | 222 | spoken iberian |
| 559 | fairy - tale - fairy tale - tale collected - thompson type | 221 | grimm fairy |
| 560 | flag - arms - coat arms - coat - seal | 221 | flag |
| 561 | japanese army - imperial japanese - division imperial - imperial - division | 217 | japanese army |
| 562 | toyota - chrysler - nissan - engines list - engines | 217 | toyota |
| 563 | fossiliferous stratigraphic - stratigraphic units - fossiliferous - stratigraphic - units | 217 | fossiliferous stratigraphic |
| 564 | short comedy - fatty - arbuckle - fatty arbuckle - comedy film | 217 | fatty arbuckle |
| 565 | verb - verbs - noun - grammatical - pronoun | 216 | verbs |
| 566 | peak - rocky mountains - range rocky - colorado - mountains north | 216 | colorado peak |
| 567 | bc - assyrian - king - king list - short chronology | 216 | assyrian empire |
| 568 | german - physicist - chemist - wilhelm - chemistry | 215 | german pathologist |
| 569 | bridge - thames - lock - river thames - railway bridge | 214 | thames england |
| 570 | judge united - judge - states district - circuit - court appeals | 214 | district judge |
| 571 | branch - branch stream - state missouri - county state - stream | 214 | branch missouri |
| 572 | texas - county texas - texas 2010 - state texas - county | 213 | county texas |
| 573 | state park - park - park located - park state - york park | 212 | state park |
| 574 | south dakota - stream state - creek - dakota - creek stream | 211 | dakota creek |
| 575 | bicycle - car - manufacturers - suspension - bicycle brands | 210 | bicycle |
| 576 | list programs - programs broadcast - broadcast - programs - television | 210 | programs broadcast |
| 577 | district - statistical region - seat district - district borders - district seat | 208 | district located |
| 578 | pathogen - plant pathogen - puccinia - mycosphaerella - plant | 208 | plant pathogen |
| 579 | volcano - stratovolcano - volcanic - cerro - volcã | 208 | volcano located |
| 580 | cornwall - manchester - liverpool - sheffield - leeds | 208 | cornwall |
| 581 | khan - shah - nawab - bahadur - mughal | 208 | khan bahadur |
| 582 | sri - sri lanka - lanka - lanka list - lanka sri | 208 | sri lanka |
| 583 | market road - farm market - texas - fmâ - highway | 208 | texas highway |
| 584 | canal - aqueduct - locks - junction - birmingham canal | 207 | mersey canal |
| 585 | volcano - indonesia - mount - stratovolcano - caldera | 206 | volcano located |
| 586 | kyâ - kentucky - kentucky route - kentucky highway - state kentucky | 206 | kentucky highway |
| 587 | soccer - soccer league - season - mls - league soccer | 206 | usl league |
| 588 | seniority - members united - list members - congress seniority - congress | 206 | term senators |
| 589 | aircraft - underwater - diving - list aircraft - flight | 205 | aircraft |
| 590 | locomotives - class - locomotive - wagr - class class | 205 | class locomotives |
| 591 | marine - squadron - marine aircraft - marine corps - aircraft group | 204 | squadron marine |
| 592 | mount - prefecture - persons kmâ² - japan - kmâ² total | 204 | japanese mountains |
| 593 | county michigan - michigan - list michigan - michigan state - historic sites | 203 | county michigan |
| 594 | chapter - isaiah - hebrew - bible - ezekiel | 203 | book ezekiel |
| 595 | earthquakes - list earthquakes - earthquake - earthquake list - haiti | 202 | list earthquakes |
| 596 | korea - south korea - university - national university - college | 202 | university daegu |
| 597 | scotland events - scotland - events year - events - year | 202 | scotland events |
| 598 | medalists - records swimming - swimming - olympic medalists - list olympic | 200 | olympic medalists |
| 599 | beach - state beach - california - county california - san | 200 | beach located |
| 600 | footballer - welsh international - wales national - international footballer - footballer wales | 199 | welsh footballer |
| 601 | 17î² - acetate - 17î - 3î² - steroid | 199 | androstenediol |
| 602 | korea - republic china - party - korean - china | 199 | north korea |
| 603 | waterfall - eas - scotland - linn - falls | 198 | scotland falls |
| 604 | river minnesota - minnesota - river - river tributary - minnesota united | 198 | river minnesota |
| 605 | dam - type dam - africa established - hazard potential - dam located | 198 | africa dam |
| 606 | peak - ellsworth - ellsworth mountains - antarctica - sentinel range | 198 | peak named |
| 607 | acacia - shrub - genus acacia - acacia subgenus - subgenus | 198 | genus acacia |
| 608 | station served - station number - station - line station - served nankai | 197 | served nankai |
| 609 | medal honor - honor - sailor - navy sailor - navy | 197 | navy medal |
| 610 | ncaa - ncaa division - list ncaa - division - championship ncaa | 197 | ncaa division |
| 611 | soviet - soviet union - russian - union russian - russia | 197 | soviet union |
| 612 | genetic - genome - molecular - genetics - gene | 197 | genetic variation |
| 613 | rivalry - football rivalry - college football - football - bowl | 196 | football rivalry |
| 614 | spaceflights - balloon - spacewalks - salyut - space | 196 | spaceflights salyut |
| 615 | business - school business - business school - college business - university | 196 | business school |
| 616 | thailand - doi - phu - burma - kyun | 195 | highest mountain |
| 617 | sanctuary - wildlife sanctuary - wildlife - national park - park | 195 | sanctuary situated |
| 618 | airport - airport airport - airport serving - flights operate - operate airport | 194 | brazil airport |
| 619 | ukrainian - russian - soviet - ukraine - ukrainian politician | 194 | ukrainian politician |
| 620 | election - commons constituency - mp - british house - parliamentary election | 194 | commons constituency |
| 621 | princely - princely state - british raj - raj - state princely | 193 | state princely |
| 622 | junction route - quebec route - route - quebec - autoroute | 193 | quebec highway |
| 623 | knot - hitch - rope - loop - knots | 192 | knot |
| 624 | bc - antiochus - seleucid - cleopatra - king | 192 | antiochus iii |
| 625 | alaska - state alaska - river - yukon - flows | 192 | river alaska |
| 626 | constellation - fä ng - chinese - modern constellation - chinese astronomy | 192 | chinese constellation |
| 627 | average temperature - capital jakarta - ppen geiger - geiger climate - annual average | 191 | northern sumatra |
| 628 | presidential - party presidential - primaries - presidential primaries - republican party | 190 | presidential primaries |
| 629 | bus - buses - trolleybus - stagecoach - bus operator | 189 | trolleybuses closed |
| 630 | degree - test - bachelor - tests - master | 189 | doctorate |
| 631 | list monastic - monastic houses - monastic - onlyinclude - houses | 186 | monastic houses |
| 632 | scâ - carolina highway - south carolina - carolina - highway | 186 | carolina highway |
| 633 | rvi - sized lake - main catchment - finland - catchment area | 185 | lake finland |
| 634 | bombing - attack - suicide - taliban - pakistan | 184 | pakistan attack |
| 635 | company - clothing - brand - swimwear - apparel | 183 | brand founded |
| 636 | lighthouse - lighthouse active - lantern - active lighthouse - capo | 183 | lighthouse located |
| 637 | cave - caves - 000 years - paleolithic - neanderthal | 183 | cave known |
| 638 | department brittany - brittany - plã - tes armor - cã tes | 182 | inhabitants plounã |
| 639 | area code - code - area codes - codes - area | 181 | code area |
| 640 | columbia canada - volcanic - british columbia - canada located - columbia | 181 | canada located |
| 641 | molluscs - marine molluscs - non marine - list non - marine | 181 | molluscs list |
| 642 | meteorite - meteorites - chondrite - meteorite fell - chondrites | 181 | meteorite discovered |
| 643 | coat arms - coat - arms - polish coat - arms used | 181 | polishâ lithuanian |
| 644 | speedway - speedway rider - rider - motorcycle speedway - motorcycle | 180 | polish speedway |
| 645 | jean - pierre - jacques - marie - antoine | 180 | jean |
| 646 | yã - jat - yamabe - yama - jã mon | 180 | jat |
| 647 | fort - defenses - harbor - harbor defenses - military reservation | 180 | defenses narragansett |
| 648 | communautã - communautã communes - communes - communes du - communes communautã | 179 | communes communautã |
| 649 | region ghana - district northern - ghana - northern region - tamale | 179 | tamale ghana |
| 650 | casino - vegas - las vegas - hotel - resort | 178 | casino located |
| 651 | game reserve - reserve - national park - south africa - park | 178 | kruger park |
| 652 | rules footballer - victorian football - australian rules - vfl - footballer | 177 | australian footballer |
| 653 | airport - international airport - airport located - domestic airport - pakistan | 177 | airport india |
| 654 | wildfire - wildfires - burned - fires - wildfire burned | 177 | california wildfires |
| 655 | dance - dancing - dances - dancers - music | 176 | dance style |
| 656 | engine - aircraft engine - cylinder - cooled - stroke | 176 | engine designed |
| 657 | clan - scottish clan - scottish - lowland scottish - munro | 176 | clan macleod |
| 658 | rook - table tennis - tennis championships - tennis - world table | 176 | rook bishop |
| 659 | ouvrage - maginot - maginot line - fort - gros | 175 | ouvrage mont |
| 660 | election - state election - triggered - election election - labor | 175 | election australian |
| 661 | dance - folk dance - folk - dances - danced | 175 | folk dance |
| 662 | maine - river - branch - river maine - androscoggin | 174 | maine tributary |
| 663 | pp - prix - race france - constituency pp - assembly punjab | 173 | punjab constituency |
| 664 | ace - flying ace - flying - aerial victories - victories | 173 | aerial victories |
| 665 | swimming diving - diving - diving championships - swimming - ncaa | 172 | ncaa swimming |
| 666 | castra - fort roman - province dacia - dacia - roman province | 172 | dacia castra |
| 667 | sex - sexual - morality - sexism - shame | 172 | sex |
| 668 | artist competed - martial artist - japanese mixed - mixed martial - martial | 171 | competed middleweight |
| 669 | statute law - statute - act - repealed - law revision | 171 | repealed statute |
| 670 | conference - athletic - athletic conference - intercollegiate - intercollegiate athletic | 171 | intercollegiate conference |
| 671 | count - margrave - duke - holy roman - otto | 170 | rudolf ii |
| 672 | newspaper - daily - daily newspaper - newspaper published - published | 170 | newspaper bangladesh |
| 673 | diplomatic missions - list diplomatic - diplomatic - missions - ambassadors | 169 | diplomatic missions |
| 674 | cape verde - verde - ribeira - cape - island capital | 169 | cape verde |
| 675 | border alberta - alberta british - located border - columbia named - alberta | 167 | alberta mount |
| 676 | department communes - communes - department cantons - cantons - arrondissements | 167 | department communes |
| 677 | memorial - war memorial - cenotaph - statue - lutyens | 166 | war memorial |
| 678 | river - south africa - limpopo - africa - olifants | 165 | limpopo river |
| 679 | site special - special scientific - biological site - site - hectare | 165 | hectare geological |
| 680 | priory - abbey - augustinian - preceptory - benedictine | 165 | priory founded |
| 681 | portugal - braganza - portuguese - duke - count | 164 | king portugal |
| 682 | electoral district - riding - ridings - electoral - federal electoral | 164 | district saskatchewan |
| 683 | michigan - michigan united - peninsula michigan - upper peninsula - lake | 164 | river michigan |
| 684 | cambridge - oxford - list university - university cambridge - edinburgh | 164 | university cambridge |
| 685 | microprocessors - intel - list intel - amd - intel core | 164 | microprocessors intel |
| 686 | volleyball - volleyball player - team competed - competed national - national volleyball | 162 | volleyball player |
| 687 | lugbara - ludington - luso - lusitanian - luhya | 162 | lugbara |
| 688 | carbon - low carbon - emission - gas - combustion | 162 | low carbon |
| 689 | ipsc - shooting - handgun - shoot - shotgun | 161 | handgun championship |
| 690 | rowing - rowing club - regatta - boat club - club | 161 | thames rowing |
| 691 | taiwan - taiwan railways - railway station - railways administration - taiwan station | 161 | station taiwan |
| 692 | cyclone - cyclone season - tropical cyclone - tropical - australian region | 161 | cyclone season |
| 693 | fenerbahã - volleyball - turkish - volleyball player - turkish female | 160 | turkish volleyball |
| 694 | star trek - trek - episode - star - fiction television | 159 | star trek |
| 695 | mediacorp - mediacorp channel - telecast - singaporean - drama | 159 | episodes mediacorp |
| 696 | joseon - joseon dynasty - yi - dynasty - goryeo | 159 | joseon dynasty |
| 697 | british columbia - columbia - river - fraser river - fraser | 159 | fraser river |
| 698 | states congress - congress - united states - vanity - states | 159 | congress thirty |
| 699 | silla - baekje - goguryeo - kingdoms korea - king | 158 | baekje kingdoms |
| 700 | iron age - hillfort - hill fort - hill - iron | 158 | hill forts |
| 701 | court - courts - appeals - district court - court appeals | 158 | appellate courts |
| 702 | skyscraper - tower - supertall - supertall skyscraper - plaza | 158 | china tower |
| 703 | race - uci - tour - race held - stage race | 158 | tour france |
| 704 | non - nonviolent - game non - nonverbal - nonconformity | 157 | non denominational |
| 705 | communists - campaign - nationalists - chinese civil - nationalist | 157 | china campaign |
| 706 | governorate tunisia - tunisia - town commune - governorate - tunisia 2004 | 156 | governorate tunisia |
| 707 | gyeongsang - north gyeongsang - jeong - jeolla - south jeolla | 155 | gyeongsang north |
| 708 | kerala - kollam - kozhikode - kannur - kerala india | 155 | mangalore palakkad |
| 709 | mobile - telecommunications - telecom - telecommunications company - vodafone | 155 | telecom |
| 710 | workers - union - trade union - trade - workers union | 155 | trades union |
| 711 | voltage - amplifier - circuit - transistor - diode | 154 | amplifiers |
| 712 | james bond - bond - fleming - ian fleming - james | 154 | bond novel |
| 713 | obshtina - named administrative - embraces territory - municipality - embraces | 154 | bulgaria located |
| 714 | bridge - yangtze - yangtze river - river bridge - cable stayed | 153 | bridge yangtze |
| 715 | tolkien - middle earth - legendarium - lord rings - elves | 153 | tolkien middle |
| 716 | trump - donald trump - presidency - barack obama - obama | 153 | trump timeline |
| 717 | county north - north carolina - click map - coordinates table - link right | 153 | county |
| 718 | israeli - hebrew - rabbi - palestine - jewish | 153 | israeli author |
| 719 | bbc - cbc - bbc radio - radio - timeline | 152 | bbc |
| 720 | chapelle - la chapelle - la - france la - chapelle saint | 152 | la chapelle |
| 721 | sr - tennessee - state route - tennessee state - route | 152 | tennessee highway |
| 722 | plantation - louisiana - plantation house - louisiana built - house | 151 | plantation located |
| 723 | forms commune - forms - border - commune - commune eastern | 151 | river ailette |
| 724 | college - post secondary - adventist - campuses - university | 150 | canada college |
| 725 | kamchatka - volcano - kamchatka peninsula - kuril - peninsula russia | 149 | kamchatka peninsula |
| 726 | karakoram - peak - batura - baltistan - glacier | 149 | karakoram mountain |
| 727 | stamps - philatelic - stamp - philatelist - postage stamps | 149 | american philatelic |
| 728 | table tennis - tennis - table - tennis championships - world table | 148 | medals singles |
| 729 | state route - nevada - sr - route - nevada state | 148 | nevada highway |
| 730 | festivals - festival list - festival - list festivals - festivals list | 148 | list festivals |
| 731 | hamburg - bahn - hamburg bahn - bahn line - bahn station | 148 | station hamburg |
| 732 | marketing - innovation - brand - management - product | 148 | marketing |
| 733 | scotland events - scotland - events year - kingdom scotland - events | 148 | scotland date |
| 734 | lough - freshwater lake - ireland located - freshwater - measures long | 147 | lough located |
| 735 | historic district - historic - district - street historic - springs historic | 147 | historic district |
| 736 | nature park - nature - eifel - park - saxony | 147 | park germany |
| 737 | saxony - saxony germany - lower saxony - river lower - germany | 146 | river saxony |
| 738 | force station - radar - air force - radar station - general surveillance | 146 | station adc |
| 739 | wrestling - wrestling promotions - professional wrestling - list professional - promotions | 145 | professional wrestling |
| 740 | scientology - church scientology - hubbard - ron hubbard - ron | 145 | scientology |
| 741 | star - star star - stardust - star india - star search | 145 | star |
| 742 | hospital - referral hospital - referral - uganda - regional referral | 145 | hospital kampala |
| 743 | nimbus - nin - nim - nimrod - nimblebit | 145 | nimbus |
| 744 | emd - locomotive - diesel - alco - switcher | 144 | locomotives built |
| 745 | ki - mitsubishi - imperial japanese - nakajima - japanese | 143 | built mitsubishi |
| 746 | guildhall - london - street - square - market | 143 | guildhall |
| 747 | iranian - persian - tehran - music - iran | 143 | iranian musician |
| 748 | fort - fort located - maharashtra - fort fort - nashik | 143 | fort situated |
| 749 | papyrus - manuscript - papyrus manuscript - testament greek - copy new | 142 | papyrus manuscript |
| 750 | norwegian music - norwegian - releases year - events releases - music following | 142 | 1971 norwegian |
| 751 | dã il - il - dã - constituency - vote form | 142 | constituency ireland |
| 752 | south carolina - carolina - carolina gubernatorial - gubernatorial election - held november | 141 | carolina gubernatorial |
| 753 | ira - ulster - irish republican - provisional - uvf | 141 | ulster constabulary |
| 754 | vietnam - khmer - lao - cambodia - laos | 141 | indochina war |
| 755 | list stars - stars constellation - notable stars - cyclone - brightness list | 141 | stars constellation |
| 756 | nguyá - trá - ng - trá nh - nh | 140 | nguyá dynasty |
| 757 | vp - squadron - patrol squadron - patrol - redesignated | 140 | squadron vpb |
| 758 | creature - mythology - folklore - spirit - mapuche | 140 | folklore |
| 759 | raion - oblast - ukraine administrative - administrative center - western ukraine | 140 | raion rivne |
| 760 | plantation - howard county - maryland - county maryland - howard | 140 | located ellicott |
| 761 | airport - airfield - force wing - finland - airfield airfield | 140 | airport finland |
| 762 | chola - ce - mahabharata - kingdom - pala | 139 | chola empire |
| 763 | world championships - participating athletes - official results - br br - br | 139 | iaaf world |
| 764 | holocaust - concentration - concentration camps - concentration camp - camps | 139 | holocaust |
| 765 | template - doc - infobox - profile - gfdl | 139 | template |
| 766 | na - ii na - iv na - iii na - rawalpindi | 139 | na 23 |
| 767 | castle - swiss heritage - site national - switzerland swiss - castle municipality | 139 | vaud switzerland |
| 768 | guitar - guitars - string - fender - strings | 138 | guitars |
| 769 | anuradhapura - king anuradhapura - succeeded - reign lasted - tissa | 138 | king anuradhapura |
| 770 | greek city - ancient - epirus - ancient greek - thrace | 138 | ancient thrace |
| 771 | treaty - prussia - brandenburg - battle - sweden | 138 | kingdom prussia |
| 772 | stadium - cricket - cricket stadium - ground - international cricket | 137 | stadium india |
| 773 | train - accident - crash - rail crash - rail | 137 | railway accident |
| 774 | prize money - squash - prize - psa world - psa | 137 | squash championships |
| 775 | kurds - assyrians - circassian - assyrian - adyghe | 137 | kurdish population |
| 776 | punk - metal - hardcore - genre - music | 137 | genre emerged |
| 777 | saint germain - germain - saint - germain sur - france saint | 136 | saint germain |
| 778 | championships 2007 - low kick - world championships - kg - kick | 136 | european kickboxing |
| 779 | quta - uqucha - qullu - qucha - quta ch | 136 | quta |
| 780 | fontenay - commune - chanteloup - fontenelle - france | 136 | fontenay le |
| 781 | gang - gang short - talking - episode - short comedy | 136 | episode gang |
| 782 | derbyshire - county cricket - derbyshire county - cricket club - cricket | 135 | derbyshire played |
| 783 | diocese - roman catholic - catholic diocese - marseille - catholic | 135 | commune marseille |
| 784 | 802 - ethernet - ieee - ieee 802 - wireless | 135 | ieee 802 |
| 785 | utricularia - genus utricularia - carnivorous - carnivorous plant - plant belongs | 135 | genus utricularia |
| 786 | microrna - mir - expression levels - short rna - biology mir | 134 | microrna precursor |
| 787 | tibetan - tibet - rinpoche - lama - gyaltsen | 134 | dalai lama |
| 788 | brigade - indian infantry - infantry brigade - indian army - indian | 134 | brigade formed |
| 789 | medal honor - indian wars - honor - received medal - medal | 134 | cavalry apache |
| 790 | philippine - philippines - marcos - philippine senate - ferdinand marcos | 134 | philippine presidential |
| 791 | puerto - puerto rico - rico - list puerto - rico puerto | 133 | puerto rico |
| 792 | iraqi - baghdad - al - iraq - art | 132 | iraqi artist |
| 793 | sex - sex marriage - marriage - couples - sex couples | 132 | marriage unconstitutional |
| 794 | gare - rer - france station - paris - station | 132 | france station |
| 795 | metric - unit - measurement - obsolete - metrication | 131 | metrication |
| 796 | chocolate - candy - bar - chocolate bar - cereal | 131 | bar chocolate |
| 797 | theorem - euler - theorems - incompleteness - fermat | 131 | theorem |
| 798 | iso - iso 3166 - 3166 - iec - iso iec | 131 | iso 3166 |
| 799 | wikipedia goings - goings - wikipedia - 2016 wikipedia - 2017 wikipedia | 130 | wikipedia goings |
| 800 | new zealand - zealand - zealand following - events happened - lists events | 129 | zealand parliament |
| 801 | highway - freeway - road - western highway - australia | 129 | highway australia |
| 802 | mountain - mountain located - mount - white mountains - notch | 129 | hampshire mountain |
| 803 | memorial - memorials - war memorial - monuments memorials - war memorials | 128 | war memorial |
| 804 | papyrus oxyrhynchus - oxyrhynchus - papyrus - star systems - list star | 128 | papyrus oxyrhynchus |
| 805 | route - brunswick route - new brunswick - brunswick - secondary highway | 127 | brunswick route |
| 806 | presenter - new zealand - zealand - zealand television - radio | 126 | zealand broadcaster |
| 807 | prize - award - poetry - literary - poetry prize | 126 | poetry prize |
| 808 | hong - hong kong - kong - macau - council hong | 126 | chairman hong |
| 809 | zen - zen center - roshi - dharma - så tå | 125 | francisco zen |
| 810 | extinct genus - non mammalian - genus non - extinct - mammalian | 125 | mammalian synapsids |
| 811 | quebec - canadian politician - politician quebec - assembly quebec - politician | 125 | quebec politician |
| 812 | postcode - postcode area - postcode districts - area group - districts | 125 | postcode area |
| 813 | barbadian - baryon - barossa - barachois - barbell | 124 | barbadian |
| 814 | county south - dakota - south dakota - dakota list - national register | 124 | south dakota |
| 815 | nation - tribal council - tribal - british columbia - indian reserve | 124 | fraser canyon |
| 816 | villers - france villers - commune - france - department | 123 | france villers |
| 817 | wessex - mercia - king - saxon - anglo saxon | 123 | kingdom wessex |
| 818 | flag bearers - bearers - flag - list flag - olympics list | 123 | flag bearers |
| 819 | emergency - emergency medical - response team - emergency response - medical services | 123 | emergency |
| 820 | whale - dolphin - beaked - beaked whale - whales | 122 | beaked whale |
| 821 | bishopric - titular - roman province - catholic titular - latin catholic | 122 | titular bishopric |
| 822 | lgbt - gay - lesbian - transgender - bisexual | 122 | organization lgbt |
| 823 | silver - gold - gold standard - carriage - silver pit | 121 | silver |
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: 1.26.0
- HDBSCAN: 0.8.33
- UMAP: 0.5.6
- Pandas: 2.0.0
- Scikit-Learn: 1.1.3
- Sentence-transformers: 2.7.0
- Transformers: 4.41.0
- Numba: 0.59.1
- Plotly: 5.22.0
- Python: 3.10.8
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