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The results of Spark LDA ran over English Wikipedia pages (different queries). The topics are sorted by coherence of each topic (Word2Vec).
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| ==================== | |
| Stanford CoreNLP (Sentence splitter and POS Tagging - NN and NNS), StopWordsRemover, TF-IDF, word2vec and OnlineLDAOptimizer | |
| Query: Global Warming (5000 pages) | |
| ==========Parameteres========== | |
| val numTopics: Int = 50 | |
| val maxIterations: Int = 100 | |
| val vocabSize: Int = 10000 | |
| val minDF: Int = 10 | |
| val minTF: Int = 1 | |
| val maxItems: Int = 15 | |
| val embedding: Int = 50 // dimension fo embedding for Word2Vec representation of words | |
| val energy : Double = .2 // threshold for cumulative probability deemed necessary for topic coherency | |
| ========== | |
| TOPIC: 42 - TOPIC SCORE: 1.0000000000000004 | |
| glaciers 0.22208310574123616 | |
| glacier 0.18525809777160154 | |
| retreat 0.0692340192683647 | |
| melting 0.025971019082569952 | |
| protesters 0.02302321710042925 | |
| photography 0.021530740301089337 | |
| calving 0.015716366146412575 | |
| kilometer 0.015618358021657803 | |
| ablation 0.015558832577628521 | |
| confinement 0.013797930857289108 | |
| round 0.012075035630529815 | |
| photo 0.011241188123216134 | |
| accumulation 0.009938333954062913 | |
| hikes 0.009197253382895697 | |
| photographers 0.009114516808850922 | |
| ========== | |
| TOPIC: 15 - TOPIC SCORE: 1.0000000000000002 | |
| channel 0.21239485473262515 | |
| float 0.06783370892934339 | |
| signals 0.05230194330940613 | |
| transmissions 0.049249723084118895 | |
| clock 0.04374301691036442 | |
| sound 0.02919812765035435 | |
| transmitter 0.024634263152053755 | |
| axis 0.016141046554325782 | |
| pipe 0.013477518940343831 | |
| circuits 0.0122682108514658 | |
| mapping 0.010361957938053603 | |
| receivers 0.00914552253719606 | |
| position 0.007180197350048721 | |
| signal 0.006204292592170478 | |
| arrival 0.005935903214533718 | |
| ========== | |
| TOPIC: 48 - TOPIC SCORE: 1.0 | |
| sparrow 0.2650987462016469 | |
| flock 0.031566477750791216 | |
| rear 0.020151702579769993 | |
| offshoot 0.01026653844192465 | |
| house 0.0073152337863250155 | |
| kite 0.00584413785169518 | |
| bunch 0.005432014078872021 | |
| captive 0.0050548885347098714 | |
| refugia 0.0047652720636550275 | |
| grams 0.002789211607519177 | |
| strings 0.0024415394212091964 | |
| sort 0.0016414381236584735 | |
| certainty 0.0015335349775103106 | |
| wash 0.0015324069873397421 | |
| tone 0.0014786698150926912 | |
| ========== | |
| TOPIC: 16 - TOPIC SCORE: 0.8575152178293721 | |
| avalanche 0.1674688664339196 | |
| bowl 0.021505092343428022 | |
| spite 0.010690681699433845 | |
| sunshine 0.008436309237361382 | |
| consumerism 0.0015989364380353025 | |
| phrase 0.0014315377147055997 | |
| products 0.0010100543917707899 | |
| consumption 0.0010082909267712112 | |
| goods 9.647987337570762E-4 | |
| luxury 9.50047525877647E-4 | |
| consumers 8.628345186484003E-4 | |
| popularity 8.196734629739194E-4 | |
| consumer 7.859779449937265E-4 | |
| materialism 6.34875934265342E-4 | |
| society 6.107890638672226E-4 | |
| ========== | |
| TOPIC: 14 - TOPIC SCORE: 0.8390464677725201 | |
| vehicles 0.044706368264822355 | |
| cars 0.03445282812066015 | |
| vehicle 0.02968788573527011 | |
| hybrid 0.028182384382161092 | |
| plugin 0.02685676744976594 | |
| battery 0.022009543176142315 | |
| sales 0.020798104459879722 | |
| batteries 0.016574374267480287 | |
| hybrids 0.015616099350126212 | |
| fuel 0.01400791058624412 | |
| engine 0.013582534706186577 | |
| units 0.011998215530012785 | |
| motor 0.010410144192244649 | |
| passenger 0.009840311468372082 | |
| market 0.009460440494084272 | |
| ========== | |
| TOPIC: 10 - TOPIC SCORE: 0.7084975507552489 | |
| album 0.024443312068546382 | |
| music 0.016556152239209008 | |
| band 0.0162538024208042 | |
| song 0.014200293940878402 | |
| songs 0.010208124139736093 | |
| bands 0.0075454814699469795 | |
| awards 0.007170173933010259 | |
| show 0.0070306515676485494 | |
| video 0.006988680485000052 | |
| tour 0.006895110812415691 | |
| artists 0.00684533040373229 | |
| albums 0.006342965058044594 | |
| studio 0.00585424305592446 | |
| television 0.005461239721042424 | |
| rock 0.005449046716583241 | |
| ========== | |
| TOPIC: 9 - TOPIC SCORE: 0.6913247903062849 | |
| students 0.028583146327607462 | |
| student 0.014142807523924083 | |
| colleges 0.014064351395846072 | |
| school 0.014000057875897889 | |
| college 0.013814716142489485 | |
| campus 0.013195578890751417 | |
| education 0.012184565068633347 | |
| schools 0.011915790701222617 | |
| university 0.010809551074358142 | |
| arts 0.010043285647419119 | |
| admissions 0.008897795649969509 | |
| universities 0.008673385452107229 | |
| design 0.006948998294712208 | |
| faculty 0.00677977945269258 | |
| engineering 0.006217477601827225 | |
| ========== | |
| TOPIC: 28 - TOPIC SCORE: 0.6832060305764586 | |
| wine 0.0793834323350744 | |
| grape 0.04974784943634396 | |
| coffee 0.041575947094648825 | |
| wines 0.02783547942873673 | |
| acres 0.026154635271924343 | |
| varieties 0.02047129784452868 | |
| grapes 0.018544352038039693 | |
| hectares 0.017406587779903348 | |
| variety 0.013113679626911972 | |
| beans 0.012898645283849751 | |
| vineyards 0.012270640552944405 | |
| fruit 0.012039378583542105 | |
| vine 0.011415947882198513 | |
| alcohol 0.010312725626615457 | |
| flavor 0.009848359083219025 | |
| ========== | |
| TOPIC: 46 - TOPIC SCORE: 0.6830650658245867 | |
| reconstructions 0.028122414010068725 | |
| reconstruction 0.02669968506585008 | |
| hockey 0.01976072158209881 | |
| proxy 0.018722877841631895 | |
| graph 0.018099984687827825 | |
| temperature 0.016641638294703127 | |
| stick 0.016031050819683226 | |
| sunspot 0.011585289319492095 | |
| period 0.010900872439736416 | |
| temperatures 0.01081715259887752 | |
| mbh99 0.010146511750483039 | |
| data 0.009840850598545961 | |
| sunspots 0.009695743456303066 | |
| cycles 0.00953027751453926 | |
| forecasting 0.009359236056462198 | |
| ========== | |
| TOPIC: 21 - TOPIC SCORE: 0.6819601303827233 | |
| ethanol 0.056018387272984804 | |
| biofuels 0.028225021629657093 | |
| biofuel 0.021374244586365544 | |
| fuel 0.02004844571449786 | |
| corn 0.01871342570154194 | |
| production 0.017916019499662 | |
| switchgrass 0.01680696196065625 | |
| transport 0.015973784851951885 | |
| sugar 0.015578130747927365 | |
| prices 0.01399677923990997 | |
| food 0.013925727664318287 | |
| crops 0.013317416302427354 | |
| sugarcane 0.0112228969607243 | |
| cattle 0.011185369503548408 | |
| rice 0.00975162415141158 | |
| ========== | |
| TOPIC: 38 - TOPIC SCORE: 0.6777327385219074 | |
| heat 0.06997207286774758 | |
| heating 0.041098316095720365 | |
| pump 0.03345520708416813 | |
| building 0.031525383289423954 | |
| buildings 0.027986217873060354 | |
| installation 0.02725205186592171 | |
| insulation 0.027216347477099636 | |
| refrigerant 0.02478907695579058 | |
| goddess 0.018270230681143782 | |
| water 0.014147851027037896 | |
| conditioning 0.01406501275318272 | |
| refrigeration 0.012133049828232758 | |
| rating 0.011177640502192507 | |
| wall 0.010403824631874363 | |
| system 0.010382132394476992 | |
| ========== | |
| TOPIC: 45 - TOPIC SCORE: 0.6380947265271325 | |
| digestion 0.04773947307177694 | |
| biogas 0.042423536914794446 | |
| algae 0.03699660576645991 | |
| blooms 0.02187061233108911 | |
| phytoplankton 0.01921052797756959 | |
| sewage 0.01618349771548431 | |
| oxygen 0.015981576879429634 | |
| waste 0.015929386375981815 | |
| krill 0.015679852879382103 | |
| wastewater 0.015394899595334828 | |
| solids 0.014776584677231069 | |
| seals 0.014655889734599999 | |
| iron 0.013828335845057474 | |
| fertilization 0.013709011644108832 | |
| nutrients 0.013669128968057378 | |
| ========== | |
| TOPIC: 36 - TOPIC SCORE: 0.6356056468863781 | |
| species 0.03220069498641389 | |
| crocodile 0.010560600395477824 | |
| populations 0.010207781083311683 | |
| males 0.009980137694989597 | |
| birds 0.009616750288595178 | |
| females 0.008459475138935553 | |
| crocodiles 0.0084289948059408 | |
| prey 0.007778540999554309 | |
| bears 0.0071960977338627555 | |
| population 0.007103099342437976 | |
| fish 0.006904681239368095 | |
| genus 0.006603971339170324 | |
| habitat 0.006253352167544368 | |
| mammals 0.00607992131697416 | |
| subspecies 0.005830773225192021 | |
| ========== | |
| TOPIC: 17 - TOPIC SCORE: 0.6073711482701561 | |
| ipcc 0.06021924849191646 | |
| scenarios 0.0471425936284732 | |
| sres 0.02777711305353107 | |
| help 0.026087962603172386 | |
| projections 0.025267820027038222 | |
| climate 0.02199395515775341 | |
| scenario 0.021506293422493702 | |
| mean 0.014288020001571818 | |
| panel 0.014149876826775726 | |
| uncertainties 0.01400624382488533 | |
| confidence 0.013446594468646177 | |
| temperature 0.013263214995521135 | |
| title 0.012801801329255093 | |
| synthesis 0.012054073612738593 | |
| sensitivity 0.010840392646904524 | |
| ========== | |
| TOPIC: 27 - TOPIC SCORE: 0.5956697366802197 | |
| football 0.041825660673930794 | |
| team 0.026970574910108756 | |
| game 0.026371081761810928 | |
| teams 0.02565544384432645 | |
| match 0.024336945249410605 | |
| stadium 0.02150344262808889 | |
| season 0.01998446414529425 | |
| championship 0.01903546649877635 | |
| sports 0.017584319830058273 | |
| clubs 0.01456352268381818 | |
| coach 0.014500038579553131 | |
| tournament 0.01120883400711226 | |
| rank 0.010533606322651098 | |
| soccer 0.01001413199860469 | |
| champion 0.009950340474015388 | |
| ========== | |
| TOPIC: 43 - TOPIC SCORE: 0.5936503336592306 | |
| reactor 0.03355243265016057 | |
| reactors 0.029913490661187116 | |
| uranium 0.02306679980093 | |
| fuel 0.015932384660306335 | |
| power 0.01376705059422432 | |
| fission 0.01339267500627024 | |
| fusion 0.013196915499060314 | |
| heat 0.009666435197244161 | |
| design 0.008889678022304356 | |
| engine 0.00860090093983129 | |
| neutrons 0.008242442307217743 | |
| safety 0.0070430904388068824 | |
| neutron 0.007014325308448284 | |
| designs 0.006780272686810531 | |
| plutonium 0.006543527837199403 | |
| ========== | |
| TOPIC: 49 - TOPIC SCORE: 0.5907600093775676 | |
| energy 0.038263923390287675 | |
| power 0.02794429744622603 | |
| electricity 0.023777002579455114 | |
| wind 0.015987651984188153 | |
| waste 0.011705491003275996 | |
| plants 0.009659273904614794 | |
| generation 0.009056931141418631 | |
| efficiency 0.008256107238782725 | |
| capacity 0.007885437256628531 | |
| grid 0.007323633532591529 | |
| cost 0.006999339336044196 | |
| technologies 0.006941602714476805 | |
| plant 0.006646084752318801 | |
| coal 0.006621431490209501 | |
| projects 0.005760922607135287 | |
| ========== | |
| TOPIC: 29 - TOPIC SCORE: 0.5765486438648705 | |
| forest 0.04126038475892011 | |
| forests 0.03232659935546574 | |
| soil 0.03193961802491778 | |
| trees 0.021437685866722518 | |
| deforestation 0.01754585362963516 | |
| ecosystem 0.014480777622375214 | |
| tree 0.01424260967392966 | |
| species 0.014095899089149834 | |
| wood 0.014047889459099457 | |
| soils 0.012453984329533006 | |
| plant 0.008614836374557724 | |
| conservation 0.008479270945258894 | |
| land 0.00831646587598759 | |
| ecosystems 0.008276493701719075 | |
| forestry 0.007972466376123593 | |
| ========== | |
| TOPIC: 44 - TOPIC SCORE: 0.5735554117208974 | |
| water 0.01842815020925362 | |
| livestock 0.016706560777340514 | |
| farming 0.016065331686598783 | |
| crops 0.01604308858479876 | |
| crop 0.01410501118903985 | |
| lawn 0.014013969973803445 | |
| agriculture 0.013600614571516602 | |
| farmers 0.01258576374268811 | |
| pesticides 0.011346789047627086 | |
| irrigation 0.011016301125091665 | |
| wetland 0.010826248435516219 | |
| seed 0.00971963715742101 | |
| fertilizers 0.009447610806001087 | |
| grass 0.009210260122105102 | |
| soil 0.009071363936749717 | |
| ========== | |
| TOPIC: 32 - TOPIC SCORE: 0.554643517647931 | |
| conservatism 0.06729433451718216 | |
| liberalism 0.058238052902440454 | |
| doctor 0.05259342597911529 | |
| appraisal 0.018876296541529277 | |
| evangelicals 0.01642096802873332 | |
| imprint 0.016017817591067674 | |
| ethic 0.015083326056381676 | |
| values 0.014533073997459596 | |
| culture 0.01403071042293267 | |
| cohesion 0.013430390054604785 | |
| libertarianism 0.011183290285327673 | |
| chip 0.011088626710711237 | |
| excerpt 0.011017363818773076 | |
| organiser 0.011001534918438367 | |
| wars 0.010692231621820805 | |
| ========== | |
| TOPIC: 22 - TOPIC SCORE: 0.5451050198327482 | |
| storm 0.01713558422474733 | |
| snow 0.01704242299885997 | |
| fire 0.013751554197662625 | |
| water 0.012238815703308165 | |
| winds 0.01163440391557751 | |
| weather 0.011179385397188117 | |
| temperatures 0.010572528508244455 | |
| flooding 0.009906510247630727 | |
| rainfall 0.00977483396137444 | |
| rain 0.009351783580116964 | |
| winter 0.009233686491168345 | |
| cyclone 0.00911830150176802 | |
| hurricane 0.008775981455228612 | |
| precipitation 0.008768945056381367 | |
| cyclones 0.007978103719315538 | |
| ========== | |
| TOPIC: 4 - TOPIC SCORE: 0.5397563118569769 | |
| disease 0.021827697946532488 | |
| malaria 0.010509216459023987 | |
| blood 0.008786646966310159 | |
| virus 0.008702005937802532 | |
| smoking 0.008004228009902884 | |
| risk 0.00761269590866925 | |
| diseases 0.0076052844458558665 | |
| tobacco 0.007426299026609173 | |
| infection 0.007421161722258602 | |
| health 0.0069156550197476945 | |
| women 0.006320772409513214 | |
| heart 0.006150039243023538 | |
| smokers 0.005907162149697023 | |
| symptoms 0.0057409337680978025 | |
| fever 0.005496482613489578 | |
| ========== | |
| TOPIC: 12 - TOPIC SCORE: 0.5165033197858762 | |
| magazine 0.024816546298608206 | |
| books 0.019686699141187876 | |
| book 0.0191770254433044 | |
| magazines 0.015521760506846234 | |
| writer 0.01495415277574251 | |
| fiction 0.014193747632772537 | |
| toilet 0.013616146685567904 | |
| readers 0.01141635539049237 | |
| asylum 0.010702668988954262 | |
| iceberg 0.009541908880784641 | |
| editor 0.00897656183494551 | |
| beer 0.008949791928840123 | |
| nonfiction 0.00890297402325343 | |
| writers 0.008898334433157259 | |
| pieces 0.00884526247175146 | |
| ========== | |
| TOPIC: 7 - TOPIC SCORE: 0.4988730503688934 | |
| city 0.023364847458741345 | |
| ferry 0.009002372069462588 | |
| town 0.008153969934353685 | |
| miles 0.007095190449076643 | |
| roads 0.0070306998035223 | |
| area 0.006972092151047931 | |
| centre 0.006296336649692019 | |
| citys 0.006201571061294836 | |
| cities 0.005792449728022577 | |
| route 0.005780873537335099 | |
| road 0.005440443808349183 | |
| rail 0.004873566515252277 | |
| century 0.0048648228549962105 | |
| residents 0.004828324064746849 | |
| transportation 0.004792533291751646 | |
| ========== | |
| TOPIC: 8 - TOPIC SCORE: 0.46618264446646324 | |
| duck 0.08197000825592232 | |
| ducks 0.0593268394234906 | |
| colonization 0.05259684919045666 | |
| impeachment 0.041302316622533336 | |
| brink 0.01892965145989555 | |
| refuge 0.016706862408413767 | |
| foresight 0.016162054761755855 | |
| waterfowl 0.01455055706528732 | |
| detractors 0.014456773762338119 | |
| predators 0.013974888566621137 | |
| telecom 0.011939824658728535 | |
| introductions 0.011107033268134513 | |
| herons 0.009813893821547825 | |
| tooth 0.009238698950145636 | |
| lies 0.00920297285357463 | |
| ========== | |
| TOPIC: 2 - TOPIC SCORE: 0.46250423184783973 | |
| whales 0.025477241016646328 | |
| whale 0.01762752006586029 | |
| islands 0.013337151104397413 | |
| island 0.011906192630294384 | |
| coral 0.01173929379465602 | |
| reef 0.011554320334728932 | |
| waters 0.009167425204625513 | |
| coast 0.008806546347240783 | |
| population 0.00753726663465846 | |
| fishing 0.007397961667005169 | |
| reefs 0.007207158163172935 | |
| whaling 0.006796110573520126 | |
| fish 0.006073648873987075 | |
| ship 0.005792474138351666 | |
| century 0.005784966513794954 | |
| ========== | |
| TOPIC: 11 - TOPIC SCORE: 0.46144203089858143 | |
| coal 0.025795151105543358 | |
| shale 0.024232110945788397 | |
| barrels 0.014284194549350726 | |
| pollution 0.011631502644439101 | |
| petroleum 0.011207366198590484 | |
| pipeline 0.010673343243680009 | |
| reserves 0.009918704737374398 | |
| production 0.008738905325589113 | |
| spill 0.008158811962356212 | |
| tons 0.0076249427174165905 | |
| mining 0.007194104626202062 | |
| mine 0.007110339036605725 | |
| sulfur 0.006654011954698877 | |
| sands 0.006576871062899773 | |
| drilling 0.006431604954186183 | |
| ========== | |
| TOPIC: 35 - TOPIC SCORE: 0.4503688068755999 | |
| temperature 0.016397565966110285 | |
| atmosphere 0.01556339586584703 | |
| surface 0.015560268905042092 | |
| methane 0.012259643815505688 | |
| ocean 0.011552264199667758 | |
| ozone 0.011089789789166093 | |
| clouds 0.01086672857842364 | |
| cloud 0.009152514536490103 | |
| carbon 0.008068198416485579 | |
| layer 0.007925062876242702 | |
| radiation 0.0075385345596882475 | |
| dioxide 0.00751474270414323 | |
| temperatures 0.0069138433390985255 | |
| climate 0.0065717498651539155 | |
| heat 0.00594782723358276 | |
| ========== | |
| TOPIC: 24 - TOPIC SCORE: 0.4397123808751516 | |
| stewardship 0.057303412638354416 | |
| sculpture 0.055423655423399956 | |
| sculptures 0.04109014373675965 | |
| restoration 0.026978835897272638 | |
| civilisation 0.02508830439820549 | |
| landowners 0.024420089204502823 | |
| conservation 0.021566724494079634 | |
| conservationist 0.018452487735736555 | |
| monument 0.01823370841383116 | |
| nonprofits 0.018068434747587295 | |
| climatology 0.017659281519244084 | |
| laboratories 0.017207974530054113 | |
| stream 0.01589757554708896 | |
| glass 0.013849095868287508 | |
| steel 0.013688836626027335 | |
| ========== | |
| TOPIC: 31 - TOPIC SCORE: 0.4291684044538418 | |
| capabilities 0.07043887130727584 | |
| viewer 0.04714387380791365 | |
| prominence 0.03911483610209866 | |
| societys 0.03886086261419382 | |
| photographs 0.03363513696919141 | |
| mans 0.026052672715291332 | |
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| ========== | |
| TOPIC: 0 - TOPIC SCORE: 0.42315762213545977 | |
| agency 0.03871225745730649 | |
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| ========== | |
| TOPIC: 23 - TOPIC SCORE: 0.4135307288938156 | |
| illustrations 0.06601382958039706 | |
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| ========== | |
| TOPIC: 5 - TOPIC SCORE: 0.4096379739489731 | |
| hydrogen 0.014852202790977704 | |
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| ========== | |
| TOPIC: 25 - TOPIC SCORE: 0.40150105397851693 | |
| organisms 0.0180154109339576 | |
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| ========== | |
| TOPIC: 13 - TOPIC SCORE: 0.39282883351673337 | |
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| ========== | |
| TOPIC: 37 - TOPIC SCORE: 0.38961541057680343 | |
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| weapons 0.0054833469346116815 | |
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| conflict 0.004680644846122888 | |
| ========== | |
| TOPIC: 3 - TOPIC SCORE: 0.3803716539391331 | |
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| ========== | |
| TOPIC: 26 - TOPIC SCORE: 0.3791846960453567 | |
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| ========== | |
| TOPIC: 33 - TOPIC SCORE: 0.3791480422115174 | |
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| ========== | |
| TOPIC: 34 - TOPIC SCORE: 0.3395813830730033 | |
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| ========== | |
| TOPIC: 41 - TOPIC SCORE: 0.3372597822180325 | |
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| ========== | |
| TOPIC: 47 - TOPIC SCORE: 0.3359312332420626 | |
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| ========== | |
| TOPIC: 18 - TOPIC SCORE: 0.3336692812334864 | |
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| ========== | |
| TOPIC: 40 - TOPIC SCORE: 0.26284639199578774 | |
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| ========== | |
| TOPIC: 39 - TOPIC SCORE: 0.25492822108997426 | |
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| ========== | |
| TOPIC: 30 - TOPIC SCORE: 0.1408361686339148 | |
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| valuation 9.153227663545744E-4 | |
| sequestration 9.083368244702283E-4 | |
| ecosystems 8.279041321106595E-4 | |
| sustainability 7.195821787104188E-4 | |
| meetings 7.159420866822135E-4 | |
| energy 6.741212414242729E-4 | |
| capital 6.541561336392539E-4 | |
| values 6.434807430339156E-4 | |
| spectrometry 6.089436129426016E-4 | |
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| recommendations 5.674963788334985E-4 | |
| ========== | |
| TOPIC: 6 - TOPIC SCORE: 0.10705190793906255 | |
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| year 9.659429314543824E-4 | |
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| ========== | |
| TOPIC: 20 - TOPIC SCORE: 0.10172568414236144 | |
| practices 1.656919597737073E-4 | |
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| workforce 1.5568236218325656E-4 | |
| disintegration 1.5506813046319067E-4 | |
| merchandise 1.53563310496306E-4 | |
| geometry 1.535446085414068E-4 | |
| photon 1.526493362143136E-4 | |
| variability 1.5182346603577192E-4 | |
| livelihoods 1.5180621911211128E-4 | |
| accordance 1.5166004381075626E-4 | |
| yields 1.5056556579497548E-4 | |
| smoking 1.5046124326766917E-4 | |
| eucalyptus 1.4949952496817588E-4 | |
| loophole 1.491236131990958E-4 | |
| puppet 1.4900470678866774E-4 | |
| ========== | |
| TOPIC: 19 - TOPIC SCORE: 0.1004746343446396 | |
| krill 0.015853507982399637 | |
| basket 0.00332731328514316 | |
| feeder 9.60054780512215E-4 | |
| ascent 7.923675491254914E-4 | |
| edits 6.752248729174204E-4 | |
| plenty 6.545530435256696E-4 | |
| schooling 6.489771583852337E-4 | |
| speculations 5.859354761437952E-4 | |
| infodl 5.830804383464783E-4 | |
| copepods 5.785602111351214E-4 | |
| hips 4.778442688185622E-4 | |
| threequarters 4.343972613129539E-4 | |
| file 4.256662000983763E-4 | |
| apparatus 4.1837633087024996E-4 | |
| starvation 4.1403141672399004E-4 | |
| ========== | |
| TOPIC: 1 - TOPIC SCORE: 0.07860448182856847 | |
| ocean 7.77704433548331E-4 | |
| islands 7.440739844526634E-4 | |
| atolls 6.747892907796113E-4 | |
| viewers 6.558210280951484E-4 | |
| island 6.323489785066087E-4 | |
| journey 6.017134050648308E-4 | |
| bird 5.951625519683433E-4 | |
| colony 5.683499286679778E-4 | |
| everything 5.324690220086817E-4 | |
| course 4.4903398721762394E-4 | |
| rise 4.466416652258846E-4 | |
| dance 4.0996456522257753E-4 | |
| missionaries 4.0524042960143886E-4 | |
| donors 3.919368716839266E-4 | |
| hemispheres 3.891001140017095E-4 | |
| ========== |
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