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Add cluster checkpoint

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cluster_checkpoint-1M_docs_for_analysis-k25/kmeans.pkl ADDED
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+ size 12952
cluster_checkpoint-1M_docs_for_analysis-k25/tfidf.pkl ADDED
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cluster_checkpoint-1M_docs_for_analysis-k25/top_terms_with_title.csv ADDED
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+ cluster_id,term_0,term_1,term_2,term_3,term_4,term_5,term_6,term_7,term_8,term_9,proportion,cluster_no,title
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+ 0,art,county,new,john,family,march,april,july,january,june,7.021370589209786,3,"Cluster No. 3 (7.0\%)
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+ \textit{art, county, new, john, family,}
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+ \textit{march, april, july, january, june}"
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+ 1,city,park,hotel,area,day,food,road,street,room,town,5.652148760547899,6,"Cluster No. 6 (5.7\%)
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+ \textit{city, park, hotel, area, day,}
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+ \textit{food, road, street, room, town}"
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+ 2,movie,series,episode,season,tv,story,like,man,characters,new,2.8964813602286683,16,"Cluster No. 16 (2.9\%)
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+ \textit{movie, series, episode, season,}
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+ \textit{tv, story, like, man, characters}"
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+ 3,shall,section,information,act,tax,data,services,service,use,law,3.4053049128426016,13,"Cluster No. 13 (3.4\%)
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+ \textit{shall, section, information, act,}
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+ \textit{tax, data, services, service, use}"
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+ 4,like,just,people,think,know,don,really,ve,time,going,8.330375056864646,1,"Cluster No. 1 (8.3\%)
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+ \textit{like, just, people, think, know,}
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+ \textit{don, really, ve, time, going}"
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+ 5,game,season,team,games,players,league,play,player,football,year,5.26678394589378,7,"Cluster No. 7 (5.3\%)
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+ \textit{game, season, team, games,}
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+ \textit{players, league, play, player}"
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+ 6,government,people,said,state,social,country,rights,political,economic,new,7.296556040274633,2,"Cluster No. 2 (7.3\%)
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+ \textit{government, people, said, state,}
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+ \textit{social, country, rights}"
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+ 7,water,energy,climate,species,oil,plant,gas,plants,earth,carbon,4.6022893115499,9,"Cluster No. 9 (4.6\%)
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+ \textit{water, energy, climate, species,}
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+ \textit{oil, plant, gas, plants, earth}"
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+ 8,war,military,israel,army,world,iraq,forces,russia,iran,said,3.8610109679743565,11,"Cluster No. 11 (3.9\%)
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+ \textit{war, military, israel, army,}
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+ \textit{world, iraq, forces, russia, iran}"
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+ 9,al,et,doi,org,https,journal,pp,study,analysis,patients,1.7961339928317672,22,"Cluster No. 22 (1.8\%)
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+ \textit{al, et, doi, org, https, journal,}
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+ \textit{pp, study, analysis, patients}"
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+ 10,said,like,just,man,time,did,didn,know,got,day,5.178561567649866,8,"Cluster No. 8 (5.2\%)
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+ \textit{said, like, just, man, time, did,}
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+ \textit{didn, know, got, day}"
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+ 11,court,law,case,defendant,judge,trial,supreme,district,legal,plaintiff,2.631551267588597,19,"Cluster No. 19 (2.6\%)
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+ \textit{court, law, case, defendant,}
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+ \textit{judge, trial, supreme, district}"
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+ 12,data,device,use,used,using,user,fig,new,power,software,6.31388233685434,5,"Cluster No. 5 (6.3\%)
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+ \textit{data, device, use, used, using,}
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+ \textit{user, fig, new, power, software}"
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+ 13,book,books,read,story,writing,author,life,reading,novel,love,3.207166128917744,14,"Cluster No. 14 (3.2\%)
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+ \textit{book, books, read, story, writing,}
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+ \textit{author, life, reading, novel}"
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+ 14,patients,health,treatment,disease,patient,study,medical,care,clinical,cancer,4.3656271940550475,10,"Cluster No. 10 (4.4\%)
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+ \textit{patients, health, treatment,}
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+ \textit{disease, patient, study, medical}"
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+ 15,company,business,market,companies,financial,million,new,year,management,services,6.683864113871292,4,"Cluster No. 4 (6.7\%)
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+ \textit{company, business, market,}
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+ \textit{companies, financial, million}"
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+ 16,film,movie,films,movies,story,festival,director,like,cinema,best,1.9608771223990173,20,"Cluster No. 20 (2.0\%)
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+ \textit{film, movie, films, movies, story,}
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+ \textit{festival, director, like, cinema}"
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+ 17,research,university,science,journal,study,social,vol,studies,development,international,3.7130971445400736,12,"Cluster No. 12 (3.7\%)
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+ \textit{research, university, science,}
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+ \textit{journal, study, social, vol}"
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+ 18,trump,president,election,obama,party,said,house,vote,state,republican,3.045972931112917,15,"Cluster No. 15 (3.0\%)
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+ \textit{trump, president, election, obama,}
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+ \textit{party, said, house, vote, state}"
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+ 19,god,church,jesus,christ,lord,life,faith,christian,man,people,2.8366584360841363,18,"Cluster No. 18 (2.8\%)
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+ \textit{god, church, jesus, christ, lord,}
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+ \textit{life, faith, christian, man}"
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+ 20,music,musical,band,new,festival,jazz,songs,theatre,artists,dance,1.6545311591973473,25,"Cluster No. 25 (1.7\%)
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+ \textit{music, musical, band, new,}
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+ \textit{festival, jazz, songs, theatre}"
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+ 21,students,school,education,student,schools,college,university,learning,teachers,program,2.891879596832935,17,"Cluster No. 17 (2.9\%)
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+ \textit{students, school, education,}
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+ \textit{student, schools, college}"
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+ 22,cells,cell,protein,gene,expression,human,dna,proteins,mice,disease,1.817433583406304,21,"Cluster No. 21 (1.8\%)
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+ \textit{cells, cell, protein, gene,}
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+ \textit{expression, human, dna, proteins}"
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+ 23,com,www,http,https,org,html,news,uk,youtube,new,1.7779898971571622,24,"Cluster No. 24 (1.8\%)
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+ \textit{com, www, http, https, org, html,}
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+ \textit{news, uk, youtube, new}"
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+ 24,album,band,song,music,songs,rock,guitar,like,new,sound,1.7924525821151809,23,"Cluster No. 23 (1.8\%)
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+ \textit{album, band, song, music, songs,}
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+ \textit{rock, guitar, like, new, sound}"