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July 28, 2013 03:13
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Mahout K-means Cluster Output Reuters Example
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| :CL-950{n=2 c=[began:5.046, since:3.599, tsukihara:8.381, sumitomo:6.096, appear:2.922, warned:3.048, | |
| Top Terms: | |
| unemployment => 12.830140590667725 | |
| economists => 10.333375453948975 | |
| sector => 8.425200462341309 | |
| tsukihara => 8.380700588226318 | |
| 3.5 => 7.4512410163879395 | |
| january's => 7.35792088508606 | |
| rate => 7.293924808502197 | |
| japan's => 7.0666680335998535 | |
| ceased => 6.9427995681762695 | |
| takashi => 6.9427995681762695 | |
| pass => 6.9427995681762695 | |
| absorbed => 6.9427995681762695 | |
| dependent => 6.9427995681762695 | |
| koichi => 6.9427995681762695 | |
| susumu => 6.9427995681762695 | |
| taketomi => 6.9427995681762695 | |
| kiuchi => 6.9427995681762695 | |
| workers => 6.877826690673828 | |
| economist => 6.812326908111572 | |
| underlines => 6.655117511749268 | |
| :VL-297{n=1 c=[software:5.269, estimate:5.097, since:3.599, development:4.150, retail:5.844, inc:2.23 | |
| Top Terms: | |
| mac => 25.03261947631836 | |
| apple => 16.862998962402344 | |
| se => 15.308460235595703 | |
| ii => 14.603785514831543 | |
| computers => 14.293285369873047 | |
| macintosh => 13.974647521972656 | |
| faster => 10.557718276977539 | |
| inch => 10.557718276977539 | |
| monochrome => 10.39201545715332 | |
| megabytes => 10.39201545715332 | |
| expandable => 10.39201545715332 | |
| machines => 10.326435089111328 | |
| upgraded => 9.818601608276367 | |
| megabyte => 9.411757469177246 | |
| significantly => 9.411757469177246 | |
| microprocessor => 9.411757469177246 | |
| line => 8.915785789489746 | |
| both => 8.646929740905762 | |
| monitor => 8.620340347290039 | |
| plus => 8.423583030700684 | |
| :VL-510{n=1 c=[inc:2.239, managed:5.557, already:4.515, its:1.966, four:3.426, accept:5.208, about:2. | |
| Top Terms: | |
| americus => 10.39201545715332 | |
| trust => 9.151351928710938 | |
| deadline => 7.858084678649902 | |
| tenders => 6.9427995681762695 | |
| absb => 6.9427995681762695 | |
| alex => 6.9427995681762695 | |
| home => 6.938014984130859 | |
| shares => 6.575643062591553 | |
| november => 6.562253952026367 | |
| sons => 6.431973934173584 | |
| extends => 6.24965238571167 | |
| tendered => 6.09550142288208 | |
| brown => 5.961970329284668 | |
| extension => 5.961970329284668 | |
| 7.5 => 5.738826751708984 | |
| managed => 5.55650520324707 | |
| american => 5.4687981605529785 | |
| products => 5.384342193603516 | |
| formed => 5.268823146820068 | |
| accept => 5.208198547363281 | |
| :CL-850{n=6 c=[began:0.841, raises:0.913, receive:0.768, inc:0.373, sole:0.994, its:2.046, payout:4.5 | |
| Top Terms: | |
| dividend => 5.567117532094319 | |
| payable => 4.795761505762736 | |
| payout => 4.581916332244873 | |
| march => 4.4092936515808105 | |
| 31 => 3.7470020055770874 | |
| share => 3.5940125783284507 | |
| record => 3.3409314155578613 | |
| declared => 3.2706117630004883 | |
| cts => 3.169980804125468 | |
| initial => 3.1522061824798584 | |
| per => 3.100677569707235 | |
| quarterly => 3.028014659881592 | |
| holders => 2.929166634877523 | |
| brt => 2.738536516825358 | |
| sets => 2.689385732014974 | |
| shareholders => 2.1286110877990723 | |
| annual => 2.126683235168457 | |
| its => 2.045573592185974 | |
| debentures => 2.013338565826416 | |
| said => 1.835147460301717 | |
| :VL-691{n=1 c=[approach:6.250, since:3.599, congressional:6.096, out:3.751, progress:7.543, its:1.966 | |
| Top Terms: | |
| ual => 12.727567672729492 | |
| minority => 11.923940658569336 | |
| hiring => 11.14050579071045 | |
| pilots => 10.39201545715332 | |
| women => 10.39201545715332 | |
| tremendous => 9.818601608276367 | |
| hearing => 9.411757469177246 | |
| progress => 7.5425124168396 | |
| white => 7.0666680335998535 | |
| goals => 6.9427995681762695 | |
| subcommittee => 6.655117511749268 | |
| minorities => 6.655117511749268 | |
| pursue => 6.655117511749268 | |
| 1976 => 6.655117511749268 | |
| upper => 6.431973934173584 | |
| accused => 6.431973934173584 | |
| democrat => 6.431973934173584 | |
| rep => 6.24965238571167 | |
| fairly => 6.24965238571167 | |
| approach => 6.24965238571167 | |
| :VL-693{n=1 c=[emirates:6.096, activities:4.997, its:1.966, closing:5.269, role:5.333, served:5.962, | |
| Top Terms: | |
| dubai => 12.727567672729492 | |
| office => 10.451640129089355 | |
| chemical's => 9.818601608276367 | |
| chemical => 9.125868797302246 | |
| bahrain => 9.096184730529785 | |
| spokeswoman => 7.744887351989746 | |
| centralizing => 6.9427995681762695 | |
| assume => 6.9427995681762695 | |
| chl => 6.9427995681762695 | |
| enquiry => 6.9427995681762695 | |
| emirates => 6.09550142288208 | |
| close => 6.053133010864258 | |
| served => 5.961970329284668 | |
| institutional => 5.844187259674072 | |
| representative => 5.844187259674072 | |
| she => 5.844187259674072 | |
| contact => 5.738826751708984 | |
| regional => 5.738826751708984 | |
| arab => 5.738826751708984 | |
| york => 5.605764389038086 | |
| :CL-903{n=2 c=[affairs:5.844, spokesman:1.869, south:4.545, dealing:2.869, out:3.751, its:2.373, klei | |
| Top Terms: | |
| westpac => 13.885599136352539 | |
| cac => 10.92194128036499 | |
| clerk => 10.92194128036499 | |
| arrest => 9.411757469177246 | |
| police => 9.193678855895996 | |
| alleged => 8.786239862442017 | |
| kleinwort => 8.033437490463257 | |
| benson => 8.033437490463257 | |
| former => 7.524786710739136 | |
| australian => 7.284670829772949 | |
| misappropriating => 6.9427995681762695 | |
| wstp.s => 6.9427995681762695 | |
| 8,300 => 6.9427995681762695 | |
| wales => 6.655117511749268 | |
| exaggerated => 6.431973934173584 | |
| fraud => 6.431973934173584 | |
| stemming => 6.24965238571167 | |
| complaints => 6.24965238571167 | |
| much => 6.155410289764404 | |
| investigation => 5.961970329284668 | |
| :VL-1101{n=1 c=[trading:3.964, determined:5.476, its:2.780, discovered:6.943, halted:6.655, 40:3.998, | |
| Top Terms: | |
| acustar => 10.39201545715332 | |
| unauthorized => 9.818601608276367 | |
| discovered => 6.9427995681762695 | |
| halted => 6.655117511749268 | |
| counter => 6.431973934173584 | |
| extent => 5.961970329284668 | |
| investigation => 5.961970329284668 | |
| requested => 5.844187259674072 | |
| underway => 5.844187259674072 | |
| determined => 5.476462364196777 | |
| announcement => 5.4023542404174805 | |
| accounts => 5.268823146820068 | |
| yet => 5.096972465515137 | |
| activity => 5.096972465515137 | |
| action => 4.905917644500732 | |
| problem => 4.905917644500732 | |
| significant => 4.863358020782471 | |
| corporate => 4.745574951171875 | |
| account => 4.709207057952881 | |
| has => 4.460541248321533 | |
| :VL-917{n=1 c=[began:5.046, itself:9.486, restrictions:9.940, trading:5.606, agreement:4.777, since:3 | |
| Top Terms: | |
| gatt => 23.05400276184082 | |
| china => 19.453432083129883 | |
| trade => 13.188891410827637 | |
| chinese => 12.905928611755371 | |
| diplomat => 12.727567672729492 | |
| exports => 12.510632514953613 | |
| gsp => 12.025280952453613 | |
| china's => 11.923940658569336 | |
| u.s => 10.915020942687988 | |
| curbs => 10.557718276977539 | |
| bilateral => 10.557718276977539 | |
| peking's => 10.39201545715332 | |
| status => 10.122428894042969 | |
| restrictions => 9.939939498901367 | |
| editorial => 9.818601608276367 | |
| dumping => 9.818601608276367 | |
| shultz => 9.774857521057129 | |
| anti => 9.774857521057129 | |
| important => 9.774857521057129 | |
| itself => 9.48551082611084 | |
| :VL-1068{n=1 c=[agreement:3.378, sell:5.513, sold:4.090, its:2.780, pct:2.183, year:2.091, expects:4. | |
| Top Terms: | |
| display => 9.096184730529785 | |
| cable => 8.838342666625977 | |
| video => 7.981137275695801 | |
| 52.96 => 6.9427995681762695 | |
| tv => 6.655117511749268 | |
| buyer => 6.655117511749268 | |
| accounted => 5.844187259674072 | |
| sell => 5.512996196746826 | |
| television => 5.476462364196777 | |
| lost => 5.151040077209473 | |
| manufacturing => 5.096972465515137 | |
| named => 5.096972465515137 | |
| undisclosed => 5.096972465515137 | |
| existing => 4.996889114379883 | |
| transaction => 4.905917644500732 | |
| reached => 4.822535991668701 | |
| 00 => 4.822535991668701 | |
| revenues => 4.709207057952881 | |
| distribution => 4.575675964355469 | |
| assets => 4.575675964355469 | |
| :CL-1002{n=9 c=[2.61:0.694, each:0.430, provision:1.469, inc:1.450, its:0.309, 250,000:0.694, operati | |
| Top Terms: | |
| oper => 8.892900043063694 | |
| loss => 8.226611349317762 | |
| vs => 7.638193554348415 | |
| profit => 7.573360443115234 | |
| cts => 6.016400390201145 | |
| net => 5.344779915279812 | |
| shr => 4.881184418996175 | |
| qtr => 4.757960398991902 | |
| excludes => 4.440544605255127 | |
| mln => 4.244318776660496 | |
| 4th => 4.111449427074856 | |
| revs => 3.7907276153564453 | |
| dlrs => 3.650125026702881 | |
| year => 3.4504672951168485 | |
| operating => 3.2364377445644803 | |
| note => 2.9697168138292103 | |
| discontinued => 2.8616889317830405 | |
| operations => 2.7451100614335804 | |
| 1985 => 2.7108558548821344 | |
| 1986 => 2.6448814074198403 | |
| :CL-263{n=899 c=[0.7:0.043, 2.61:0.021, 32.60:0.015, 320:0.035, 5.2:0.007, allegations:0.022, aren't: | |
| Top Terms: | |
| said => 1.898337159459132 | |
| pct => 1.2757334446615318 | |
| dlrs => 1.1814893724125406 | |
| mln => 1.1527351025612123 | |
| its => 1.1463082505015032 | |
| from => 1.1151616188787645 | |
| 3 => 1.1068071198543001 | |
| mar => 0.9864362572403718 | |
| reuter => 0.9777667281094594 | |
| has => 0.9277353414041182 | |
| year => 0.9089060662453113 | |
| 2 => 0.9044512986341228 | |
| u.s => 0.8823345633051685 | |
| billion => 0.8561813324789317 | |
| new => 0.848444161346147 | |
| would => 0.8259004337238656 | |
| he => 0.823497247642882 | |
| which => 0.7814782517107496 | |
| company => 0.7788374850959481 | |
| last => 0.7243845364673517 | |
| :VL-1078{n=1 c=[software:5.269, each:6.698, once:5.844, sell:6.752, others:5.333, out:5.305, commitme | |
| Top Terms: | |
| kodak => 27.49468994140625 | |
| optical => 20.828399658203125 | |
| kims => 20.78403091430664 | |
| disk => 18.368921279907227 | |
| disks => 17.999500274658203 | |
| system => 16.789419174194336 | |
| 5000 => 13.885599136352539 | |
| information => 13.349613189697266 | |
| 3000 => 12.727567672729492 | |
| 6800 => 12.727567672729492 | |
| storage => 11.688374519348145 | |
| inch => 10.557718276977539 | |
| vision => 10.39201545715332 | |
| microfilm => 10.39201545715332 | |
| gigabytes => 10.39201545715332 | |
| 4500 => 10.39201545715332 | |
| media => 10.39201545715332 | |
| terabyte => 10.39201545715332 | |
| library => 10.39201545715332 | |
| campaign => 10.122428894042969 | |
| :VL-1125{n=1 c=[2.61:6.250, 5.2:6.655, 5.3:6.655, operating:5.989, refining:6.432, year:3.621, plan:4 | |
| Top Terms: | |
| 6,050,000 => 10.39201545715332 | |
| loss => 9.691015243530273 | |
| oper => 9.214848518371582 | |
| 64 => 9.125868797302246 | |
| share => 9.052593231201172 | |
| cts => 8.827244758605957 | |
| profit => 8.239246368408203 | |
| 56 => 7.744887351989746 | |
| vs => 7.675037384033203 | |
| increasing => 7.4512410163879395 | |
| discontinued => 7.284670829772949 | |
| equal => 7.0666680335998535 | |
| 2,374,000 => 6.9427995681762695 | |
| 6.0 => 6.9427995681762695 | |
| 1981 => 6.9427995681762695 | |
| 14.0 => 6.9427995681762695 | |
| 5.2 => 6.655117511749268 | |
| zinc => 6.655117511749268 | |
| 98 => 6.655117511749268 | |
| 4.3 => 6.655117511749268 | |
| :CL-938{n=4 c=[trading:1.401, purchase:1.013, south:1.136, 326:1.736, refined:3.216, its:0.492, tonne | |
| Top Terms: | |
| tonnes => 8.929713010787964 | |
| palm => 8.287851095199585 | |
| oil => 7.812533974647522 | |
| rbd => 5.680498123168945 | |
| 6,000 => 4.823980450630188 | |
| fat => 4.592230319976807 | |
| pakistan => 4.419171333312988 | |
| oils => 4.3101701736450195 | |
| vegetable => 4.132464408874512 | |
| imports => 3.502613067626953 | |
| deodorised => 3.4713997840881348 | |
| bleached => 3.4713997840881348 | |
| shipments => 3.463688373565674 | |
| rapeseed => 3.327558755874634 | |
| refined => 3.215986967086792 | |
| weight => 3.215986967086792 | |
| fats => 3.124826192855835 | |
| actual => 3.04775071144104 | |
| tomorrow => 2.960983157157898 | |
| exports => 2.948784351348877 | |
| :CL-661{n=155 c=[32.60:0.043, bill:0.045, committee's:0.041, damage:0.115, raises:0.212, secure:0.043 | |
| Top Terms: | |
| vs => 3.2680476988515546 | |
| cts => 3.021530016006962 | |
| net => 1.8305105963060933 | |
| div => 1.5508024938644902 | |
| record => 1.4977132889532274 | |
| shr => 1.4784841752821398 | |
| march => 1.464767248399796 | |
| pay => 1.3038293776973602 | |
| prior => 1.2881700269637568 | |
| tax => 1.2747844496080953 | |
| mln => 1.229908993167262 | |
| loss => 1.217859354326802 | |
| note => 1.1513111237556704 | |
| 3 => 1.1440392840293145 | |
| qtly => 1.0752866252776114 | |
| reuter => 1.0712654098387688 | |
| dividend => 1.0684712963719523 | |
| revs => 1.0605348402454007 | |
| 2 => 0.9584134178776895 | |
| profit => 0.9527070568453881 | |
| :CL-70{n=3 c=[5.2:2.218, purchase:1.351, its:1.582, jon:2.314, pct:0.728, sells:1.736, conn:2.314, 43 | |
| Top Terms: | |
| suffield => 9.197958787282309 | |
| coastal => 6.0607062975565595 | |
| bancorp => 5.029331684112549 | |
| financial => 4.786749045054118 | |
| ssbk => 4.628533045450847 | |
| csbk => 4.628533045450847 | |
| approval => 3.444448153177897 | |
| approved => 2.971928596496582 | |
| still => 2.953662554423014 | |
| reserve => 2.869161287943522 | |
| banking => 2.7941761016845703 | |
| department => 2.689385732014974 | |
| corp => 2.649064302444458 | |
| federal => 2.5286110242207847 | |
| board => 2.423128286997477 | |
| 35.83 => 2.3142665227254233 | |
| conn => 2.3142665227254233 | |
| jon => 2.3142665227254233 | |
| hartford => 2.3142665227254233 | |
| requires => 2.2183725039164224 | |
| :CL-894{n=2 c=[0.8:3.216, bring:2.548, 160:3.125, purchase:2.865, 42,000:3.471, enhance:3.125, grade: | |
| Top Terms: | |
| consolidated => 10.461167335510254 | |
| tvx => 10.414199829101562 | |
| gold => 10.242640733718872 | |
| ounces => 7.440647602081299 | |
| mining => 6.616506099700928 | |
| teles => 6.363783836364746 | |
| pires => 6.363783836364746 | |
| astro => 5.19600772857666 | |
| cmp => 5.19600772857666 | |
| aggregates => 5.19600772857666 | |
| novo => 5.19600772857666 | |
| cons => 5.19600772857666 | |
| acquire => 4.863358020782471 | |
| platinum => 4.548092365264893 | |
| agreed => 4.51137638092041 | |
| produce => 4.2486491203308105 | |
| mine => 4.132464408874512 | |
| company => 3.970919370651245 | |
| cash => 3.963874101638794 | |
| buy => 3.8982770442962646 | |
| :CL-1028{n=51 c=[development:0.081, 2,961,718:0.272, 5.6:0.123, provision:0.107, 12.1:0.351, 66.2:0.1 | |
| Top Terms: | |
| vs => 7.043241140889187 | |
| net => 4.7405598210353475 | |
| cts => 4.465851456511254 | |
| shr => 4.336588223775228 | |
| mln => 3.7344029721091774 | |
| avg => 3.497848407894957 | |
| shrs => 3.422740431392894 | |
| qtr => 3.2954428382948335 | |
| revs => 3.10924404742671 | |
| 4th => 2.126111208223829 | |
| dlrs => 2.0015935290093516 | |
| jan => 1.9199237262501436 | |
| oper => 1.8900942521936752 | |
| note => 1.7032199373432235 | |
| mths => 1.703201882979449 | |
| inc => 1.379326254713769 | |
| loss => 1.3523094700831992 | |
| 31 => 1.3297953278410668 | |
| year => 1.2787316873961805 | |
| sales => 1.2327233763302075 | |
| :VL-13{n=1 c=[inc:2.239, its:1.966, considerations:6.943, pct:2.183, likely:4.150, year:2.091, due:4. | |
| Top Terms: | |
| sealy => 10.39201545715332 | |
| mattress => 10.39201545715332 | |
| acquisitions => 9.125868797302246 | |
| quarter => 8.546036720275879 | |
| ohio => 7.744887351989746 | |
| considerations => 6.9427995681762695 | |
| conducting => 6.9427995681762695 | |
| middle => 6.655117511749268 | |
| 82 => 6.431973934173584 | |
| first => 6.317219257354736 | |
| administrative => 6.24965238571167 | |
| delay => 6.24965238571167 | |
| connection => 6.09550142288208 | |
| noting => 5.961970329284668 | |
| substantially => 5.961970329284668 | |
| expenses => 5.961970329284668 | |
| 2.4 => 5.961970329284668 | |
| earned => 5.643516540527344 | |
| related => 5.333361625671387 | |
| year's => 5.333361625671387 | |
| :VL-938{n=4 c=[trading:1.401, purchase:1.013, south:1.136, 326:1.736, refined:3.216, its:0.492, tonne | |
| Top Terms: | |
| tonnes => 8.929713010787964 | |
| palm => 8.287851095199585 | |
| oil => 7.812533974647522 | |
| rbd => 5.680498123168945 | |
| 6,000 => 4.823980450630188 | |
| fat => 4.592230319976807 | |
| pakistan => 4.419171333312988 | |
| oils => 4.3101701736450195 | |
| vegetable => 4.132464408874512 | |
| imports => 3.502613067626953 | |
| bleached => 3.4713997840881348 | |
| deodorised => 3.4713997840881348 | |
| shipments => 3.463688373565674 | |
| rapeseed => 3.327558755874634 | |
| refined => 3.215986967086792 | |
| weight => 3.215986967086792 | |
| fats => 3.124826192855835 | |
| actual => 3.04775071144104 | |
| tomorrow => 2.960983157157898 | |
| exports => 2.948784351348877 | |
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| Top Terms: | |
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| Top Terms: | |
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| Top Terms: | |
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| Top Terms: | |
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| Top Terms: | |
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| Top Terms: | |
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| Top Terms: | |
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| Top Terms: | |
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| Top Terms: | |
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| Top Terms: | |
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