after_preprocess.txt

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('oysters', 'NNS'), ('octopuses', 'VBZ'), ('squid', 'NN'), ('snails', 'NNS'), ('arthropods', 'NNS'), ('millipedes', 'NNS'), ('centipedes', 'NNS'), ('insects', 'NNS'), ('spiders', 'NNS'), ('scorpions', 'NNS'), ('crabs', 'VBP'), ('lobsters', 'NNS'), ('shrimp', 'VBP'), ('annelids', 'NNS'), ('earthworms', 'NNS'), ('leeches', 'NNS'), ('nematodes', 'IN'), ('filarial', 'JJ'), ('worms', 'NNS'), ('hookworms', 'NNS'), ('flatworms', 'NNS'), ('tapeworms', 'NNS'), ('liver', 'VBP'), ('flukes', 'NNS'), ('cnidarians', 'NNS'), ('jellyfish', 'JJ'), ('sea', 'NN'), ('anemones', 'NNS'), ('corals', 'NNS'), ('ctenophores', 'NNS'), ('comb', 'VBP'), ('jellies', 'NNS'), ('sponges', 'NNS'), ('study', 'VBP'), ('called', 'VBN'), ('zoology', 'NN'), ('multicellular', 'NN'), ('eukaryotic', 'JJ'), ('organisms', 'NNS'), ('kingdom', 'VBP'), ('animalia', 'JJ'), ('metazoa', 'NN'), ('emerged', 'VBD'), ('clade', 'NN'), ('within', 'IN'), ('apoikozoa', 'JJ'), ('sister', 'NN'), ('choanoflagellates', 'NNS'), ('motile', 'IN'), ('meaning', 'VBG'), ('move', 'NN'), ('spontaneously', 'RB'), ('independently', 'RB'), ('point', 'VB'), ('lives', 'NNS'), ('body', 'NN'), ('plan', 'NN'), ('eventually', 'RB'), ('becomes', 'VBZ'), ('fixed', 'JJ'), ('develop', 'VB'), ('although', 'IN'), ('undergo', 'JJ'), ('process', 'NN'), ('metamorphosis', 'NN'), ('heterotrophs', 'NN'), ('must', 'MD'), ('ingest', 'VB'), ('products', 'NNS'), ('sustenance', 'RB'), ('known', 'VBN'), ('phyla', 'NN'), ('appeared', 'VBD'), ('fossil', 'JJ'), ('marine', 'NN'), ('cambrian', 'JJ'), ('explosion', 'NN'), ('542', 'CD'), ('million', 'CD'), ('ago', 'IN'), ('u.s.', 'JJ'), ('agreed', 'VBD'), ('take', 'VB'), ('steps', 'NNS'), ('increase', 'VB'), ('people-to-people', 'JJ'), ('exchanges', 'NNS'), ('including', 'VBG'), ('areas', 'NNS'), ('culture', 'NN'), ('education', 'NN'), ('sports', 'NNS'), ('foreign', 'JJ'), ('affairs', 'NNS'), ('ministry', 'NN'), ('spokesman', 'NN'), ('said', 'VBD'), ('white', 'JJ'), ('echoed', 'JJ'), ('clinton', 'NN'), ('comments', 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('last', 'JJ'), ('weekend', 'NN'), ('saw', 'VBD'), ('glimmers', 'NNS'), ('meetings', 'NNS'), ("'ve", 'VBP'), ('always', 'RB'), ('willing', 'JJ'), ('talk', 'NN'), ('opportunity', 'NN'), ("'ll", 'MD'), ('follow', 'VB'), ('latest', 'JJS'), ('development', 'NN'), ('follows', 'VBZ'), ('stalemate', 'JJ'), ('tension', 'NN'), ('surrounding', 'VBG'), ('curtail', 'JJ'), ('exchange', 'NN'), ('aid', 'NN'), ('agreement', 'NN'), ('reached', 'VBD'), ('so-called', 'JJ'), ('six-party', 'JJ'), ('september', 'NN'), ('2005.', 'CD'), ('abandon', 'NN'), ('programs', 'NNS'), ('economic', 'JJ'), ('incentives', 'NNS'), ('deal', 'NN'), ('fell', 'VBD'), ('apart', 'RB'), ('conducted', 'VBN'), ('tests', 'NNS'), ('2006', 'CD'), ('2009', 'CD'), ('disclosed', 'VBD'), ('unknown', 'JJ'), ('uranium', 'JJ'), ('enrichment', 'NN'), ('provided', 'VBD'), ('path', 'NN'), ('bomb', 'NN'), ('addition', 'NN'), ('already', 'RB'), ('plutonium', 'JJ'), ('n.', 'JJ'), ('halt', 'NN'), ('nuke', 'IN'), ('state-run', 'JJ'), ('news', 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('statement', 'NN'), ('dprk', 'NN'), ('democratic', 'JJ'), ('people', 'NNS'), ('republic', 'VBP'), ('iaea', 'JJ'), ('inspectors', 'NNS'), ('verify', 'VBP'), ('monitor', 'NN'), ('confirm', 'JJ'), ('disablement', 'NN'), ('5-mw', 'JJ'), ('reactor', 'NN'), ('associated', 'VBN'), ('facilities', 'NNS'), ('published', 'VBN'), ('saying', 'VBG'), ('effort', 'NN'), ('improve', 'VB'), ('relations', 'NNS'), ('two', 'CD'), ('countries', 'NNS'), ('reaffirmed', 'VBD'), ('longer', 'RBR'), ('hostile', 'JJ'), ('intent', 'NN'), ('toward', 'IN'), ('prepared', 'JJ'), ('bilateral', 'JJ'), ('spirit', 'NN'), ('mutual', 'JJ'), ('respect', 'NN'), ('sovereignty', 'NN'), ('equality', 'NN'), ('result', 'NN'), ('encapsulates', 'VBZ'), ('perhaps', 'RB'), ('basic', 'JJ'), ('conundrum', 'NN'), ('modern', 'JJ'), ('web', 'NN'), ('information', 'NN'), ('means', 'VBZ'), ('better', 'JJR'), ('service', 'NN'), ('potentially', 'RB'), ('targeted', 'JJ'), ('advertisements', 'NNS'), ('case', 'NN'), ('accurate', 'VBP'), ('search', 'NN'), ('results', 'NNS'), ('interesting', 'VBG'), ('ads', 'NNS'), ('features', 'NNS'), ('work', 'VBP'), ('across', 'IN'), ('multiple', 'JJ'), ('sites', 'NNS'), ('requires', 'VBZ'), ('give', 'JJ'), ('privacy', 'NN'), ('federal', 'JJ'), ('trade', 'NN'), ('commission', 'NN'), ('chairman', 'NN'), ('jon', 'NN'), ('leibowitz', 'VBZ'), ('somewhat', 'RB'), ('brutal', 'JJ'), ('choice', 'NN'), ('google', 'NN'), ('surprisingly', 'RB'), ('takes', 'VBZ'), ('different', 'JJ'), ('tack', 'NN'), ('payoff', 'NN'), ('company', 'NN'), ('collecting', 'VBG'), ('data', 'NNS'), ('cool', 'NN'), ('services', 'NNS'), ('example', 'NN'), ('could', 'MD'), ('push', 'VB'), ('cooking', 'VBG'), ('videos', 'JJ'), ('youtube', 'NN'), ("'d", 'MD'), ('looking', 'VBG'), ('recipes', 'NNS'), ('director', 'NN'), ('alma', 'VBP'), ('whitten', 'JJ'), ('wrote', 'VBD'), ('editorial', 'JJ'), ('sacramento', 'NNS'), ('bee', 'NN'), ('want', 'VBP'), ('use', 'NN'), ('trust', 'NN'), ('us', 'PRP'), ('experience', 'VBP'), ("n't", 'RB'), ('sharing', 'VBG'), ('like', 'IN'), ('maps', 'NNS'), ('signed', 'VBD'), ('many', 'JJ'), ('tools', 'NNS'), ('things', 'NNS'), ('edit', 'VBP'), ('turn', 'JJ'), ('history', 'NN'), ('control', 'NN'), ('way', 'NN'), ('tailors', 'NNS'), ('interests', 'NNS'), ('browse', 'VBP'), ("'incognito", 'CD'), ('using', 'VBG'), ('chrome', 'JJ'), ('tweak', 'JJ'), ('settings', 'NNS'), ('begins', 'VBZ'), ('change', 'VBP'), ('afterward', 'RB'), ('well', 'RB'), ('tips', 'VBZ'), ('keep', 'VB'), ('little', 'JJ'), ('private', 'JJ'), ('popular', 'JJ'), ('easiest', 'JJS'), ('effective', 'JJ'), ('tip', 'NN'), ('notably', 'RB'), ('require', 'VB'), ('logged', 'JJ'), ('via', 'IN'), ('gmail', 'NN'), ('google+', 'NN'), ('know', 'VBP'), ('ca', 'MD'), ('add', 'VB'), ('profile', 'JJ'), ('direct', 'JJ'), ('action', 'NN'), ('removing', 'VBG'), ('eva', 'JJ'), ('galperin', 'NN'), ('electronic', 'JJ'), ('frontier', 'JJR'), ('foundation', 'NN'), ('compiled', 'VBD'), ('step-by-step', 'JJ'), ('guide', 'NN'), ('deleting', 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('probably', 'RB'), ('smartphone', 'VBD'), ('operating', 'NN'), ('system', 'NN'), ('ready', 'JJ'), ('changes', 'NNS'), ('say', 'VBP'), ('stirred', 'JJ'), ('concern', 'NN'), ('would', 'MD'), ('understatement', 'VB'), ('public', 'JJ'), ('watchdogs', 'NNS'), ('elsewhere', 'RB'), ('expressed', 'VBD'), ('fears', 'NNS'), ('mean', 'JJ'), ('multitude', 'VBP'), ('smartphones', 'NNS'), ('powered', 'VBD'), ('points', 'NNS'), ('fairness', 'JJ'), ('gone', 'VBN'), ('prominently', 'RB'), ('product', 'NN'), ('platforms', 'NNS'), ('weeks', 'NNS'), ('major', 'JJ'), ('instead', 'RB'), ('profiling', 'VBG'), ('pull', 'VB'), ('together', 'RB'), ('single', 'JJ'), ('similar', 'JJ'), ('found', 'VBN'), ('dashboard', 'RB'), ('florida', 'JJ'), ('romney', 'NN'), ('crushed', 'VBN'), ('competitor', 'NN'), ('expensive', 'JJ'), ('barrage', 'NN'), ('negative', 'JJ'), ('voters', 'NNS'), ('impression', 'VBP'), ('winner', 'NN'), ('michigan', 'NN'), ('doubled', 'VBD'), ('opposition', 'NN'), ('auto-industry', 'NN'), ('bailout', 'NN'), ('doom', 'NN'), ('wins', 'VBZ'), ('nomination', 'NN'), ('reinforcing', 'VBG'), ('image', 'NN'), ('out-of-touch', 'JJ'), ('plutocrat', 'NN'), ('continues', 'VBZ'), ('delegates', 'VBZ'), ('winning', 'VBG'), ('either', 'CC'), ('hearts', 'NNS'), ('minds', 'NNS'), ('spoke', 'VBD'), ('tuesday', 'JJ'), ('night', 'NN'), ('millions', 'NNS'), ('joined', 'VBD'), ('cause', 'NN'), ('seven', 'CD'), ('campaigning', 'VBG'), ('president', 'NN'), ('still', 'RB'), ('painted', 'VBN'), ('picture', 'NN'), ('expect', 'VBP'), ('whole', 'JJ'), ('round', 'NN'), ('inevitable', 'JJ'), ('commentaries', 'NNS'), ('recommence', 'NN'), ('santorum', 'NN'), ('lost', 'VBD'), ('battle', 'NN'), ('war', 'NN'), ('heading', 'VBG'), ('super', 'JJ'), ('contests', 'NNS'), ('warmly', 'RB'), ('addressed', 'VBD'), ('supporters', 'NNS'), ('grand', 'JJ'), ('rapids', 'NNS'), ('zigzagged', 'VBD'), ('past', 'JJ'), ('almost', 'RB'), ('surely', 'RB'), ('senator', 'JJ'), ('pennsylvania', 'NN'), ('blew', 'VBD'), ('golden', 'JJ'), ('upend', 'JJ'), ('race', 'NN'), ('repeatedly', 'RB'), ('lapsing', 'VBG'), ('culture-war', 'JJ'), ('rhetoric', 'NN'), ('criticizing', 'VBG'), ('doctrine', 'JJ'), ('church-state', 'JJ'), ('separation', 'NN'), ('calling', 'VBG'), ('barack', 'NN'), ('obama', 'NN'), ('snob', 'NN'), ('wanting', 'VBG'), ('access', 'NN'), ('higher', 'JJR'), ('defeat', 'NN'), ('however', 'RB'), ('delivered', 'VBD'), ('lyrical', 'JJ'), ('speech', 'NN'), ('focused', 'VBD'), ('intently', 'RB'), ('message', 'JJ'), ('populism', 'NN'), ('coal', 'NN'), ('miner', 'NN'), ('grandson', 'NN'), ('kind', 'NN'), ('republican', 'JJ'), ('presidency', 'NN'), ('recession', 'NN'), ('establishment', 'NN'), ('republicans', 'NNS'), ('reassured', 'VBD'), ('look', 'NN'), ('surface', 'NN'), ('comforting', 'VBG'), ('predictability', 'NN'), ('steady', 'JJ'), ('march', 'NN'), ('sanguine', 'NN'), ('chance', 'NN'), ('rebound', 'NN'), ('strongly', 'RB'), ('next', 'JJ'), ('week', 'NN'), ('leads', 'VBZ'), ('marquee', 'RBS'), 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