id sid tid token lemma pos istl-1702 1 1 text text NOUN istl-1702 1 2 mining mine VERB istl-1702 1 3 previous previous ADJ istl-1702 1 4 contents content NOUN istl-1702 1 5 next next ADJ istl-1702 1 6 issues issue NOUN istl-1702 1 7 in in ADP istl-1702 1 8 science science NOUN istl-1702 1 9 and and CCONJ istl-1702 1 10 technology technology NOUN istl-1702 1 11 librarianship librarianship NOUN istl-1702 1 12 spring spring NOUN istl-1702 1 13 2017 2017 NUM istl-1702 1 14 doi:10.5062 doi:10.5062 NOUN istl-1702 1 15 / / SYM istl-1702 1 16 f4k0729w f4k0729w VERB istl-1702 1 17 science science NOUN istl-1702 1 18 and and CCONJ istl-1702 1 19 technology technology NOUN istl-1702 1 20 resources resource NOUN istl-1702 1 21 on on ADP istl-1702 1 22 the the DET istl-1702 1 23 internet internet NOUN istl-1702 1 24 text text NOUN istl-1702 1 25 mining mining NOUN istl-1702 1 26 kristen kristen PROPN istl-1702 1 27 cooper cooper NOUN istl-1702 1 28 plant plant NOUN istl-1702 1 29 sciences sciences PROPN istl-1702 1 30 librarian librarian PROPN istl-1702 1 31 university university PROPN istl-1702 1 32 of of ADP istl-1702 1 33 minnesota minnesota PROPN istl-1702 1 34 libraries librarie VERB istl-1702 1 35 university university PROPN istl-1702 1 36 of of ADP istl-1702 1 37 minnesota minnesota PROPN istl-1702 1 38 minneapolis minneapolis PROPN istl-1702 1 39 , , PUNCT istl-1702 1 40 minnesota minnesota PROPN istl-1702 1 41 coope377@umn.edu coope377@umn.edu PROPN istl-1702 1 42 table table NOUN istl-1702 1 43 of of ADP istl-1702 1 44 contents content NOUN istl-1702 1 45 overview overview VERB istl-1702 1 46 audience audience NOUN istl-1702 1 47 scope scope NOUN istl-1702 1 48 and and CCONJ istl-1702 1 49 methods method NOUN istl-1702 1 50 vocabulary vocabulary ADJ istl-1702 1 51 introductory introductory ADJ istl-1702 1 52 resources resource NOUN istl-1702 1 53 sources source NOUN istl-1702 1 54 of of ADP istl-1702 1 55 text text NOUN istl-1702 1 56 library library NOUN istl-1702 1 57 databases database VERB istl-1702 1 58 online online ADJ istl-1702 1 59 sources source NOUN istl-1702 1 60 tools tool VERB istl-1702 1 61 web web NOUN istl-1702 1 62 - - PUNCT istl-1702 1 63 based base VERB istl-1702 1 64 desktop desktop NOUN istl-1702 1 65 apps app NOUN istl-1702 1 66 programming programming NOUN istl-1702 1 67 visualization visualization NOUN istl-1702 1 68 references reference NOUN istl-1702 1 69 overview overview NOUN istl-1702 1 70 as as SCONJ istl-1702 1 71 defined define VERB istl-1702 1 72 by by ADP istl-1702 1 73 bernard bernard PROPN istl-1702 1 74 reilly reilly ADV istl-1702 1 75 ( ( PUNCT istl-1702 1 76 2012 2012 NUM istl-1702 1 77 ) ) PUNCT istl-1702 1 78 , , PUNCT istl-1702 1 79 president president NOUN istl-1702 1 80 of of ADP istl-1702 1 81 the the DET istl-1702 1 82 center center NOUN istl-1702 1 83 for for ADP istl-1702 1 84 research research NOUN istl-1702 1 85 libraries library NOUN istl-1702 1 86 , , PUNCT istl-1702 1 87 text text NOUN istl-1702 1 88 mining mining NOUN istl-1702 1 89 is be AUX istl-1702 1 90 " " PUNCT istl-1702 1 91 the the DET istl-1702 1 92 automated automate VERB istl-1702 1 93 processing processing NOUN istl-1702 1 94 of of ADP istl-1702 1 95 large large ADJ istl-1702 1 96 amounts amount NOUN istl-1702 1 97 of of ADP istl-1702 1 98 digital digital ADJ istl-1702 1 99 data datum NOUN istl-1702 1 100 or or CCONJ istl-1702 1 101 textual textual ADJ istl-1702 1 102 content content NOUN istl-1702 1 103 for for ADP istl-1702 1 104 the the DET istl-1702 1 105 purpose purpose NOUN istl-1702 1 106 of of ADP istl-1702 1 107 information information NOUN istl-1702 1 108 retrieval retrieval NOUN istl-1702 1 109 , , PUNCT istl-1702 1 110 extraction extraction NOUN istl-1702 1 111 , , PUNCT istl-1702 1 112 interpretation interpretation NOUN istl-1702 1 113 , , PUNCT istl-1702 1 114 and and CCONJ istl-1702 1 115 analysis analysis NOUN istl-1702 1 116 . . PUNCT istl-1702 1 117 " " PUNCT istl-1702 2 1 the the DET istl-1702 2 2 first first ADJ istl-1702 2 3 step step NOUN istl-1702 2 4 is be AUX istl-1702 2 5 to to PART istl-1702 2 6 find find VERB istl-1702 2 7 or or CCONJ istl-1702 2 8 build build VERB istl-1702 2 9 a a DET istl-1702 2 10 corpus corpus NOUN istl-1702 2 11 , , PUNCT istl-1702 2 12 or or CCONJ istl-1702 2 13 the the DET istl-1702 2 14 collection collection NOUN istl-1702 2 15 of of ADP istl-1702 2 16 text text NOUN istl-1702 2 17 that that PRON istl-1702 2 18 a a DET istl-1702 2 19 researcher researcher NOUN istl-1702 2 20 wishes wish VERB istl-1702 2 21 to to PART istl-1702 2 22 work work VERB istl-1702 2 23 with with ADP istl-1702 2 24 . . PUNCT istl-1702 3 1 most most ADJ istl-1702 3 2 often often ADV istl-1702 3 3 researchers researcher NOUN istl-1702 3 4 will will AUX istl-1702 3 5 need need VERB istl-1702 3 6 to to PART istl-1702 3 7 download download VERB istl-1702 3 8 this this DET istl-1702 3 9 corpus corpus NOUN istl-1702 3 10 to to ADP istl-1702 3 11 either either CCONJ istl-1702 3 12 their their PRON istl-1702 3 13 computers computer NOUN istl-1702 3 14 or or CCONJ istl-1702 3 15 an an DET istl-1702 3 16 alternative alternative ADJ istl-1702 3 17 storage storage NOUN istl-1702 3 18 platform platform NOUN istl-1702 3 19 . . PUNCT istl-1702 4 1 once once SCONJ istl-1702 4 2 this this PRON istl-1702 4 3 has have AUX istl-1702 4 4 been be AUX istl-1702 4 5 done do VERB istl-1702 4 6 , , PUNCT istl-1702 4 7 different different ADJ istl-1702 4 8 tools tool NOUN istl-1702 4 9 can can AUX istl-1702 4 10 be be AUX istl-1702 4 11 used use VERB istl-1702 4 12 to to PART istl-1702 4 13 find find VERB istl-1702 4 14 patterns pattern NOUN istl-1702 4 15 , , PUNCT istl-1702 4 16 biases bias NOUN istl-1702 4 17 , , PUNCT istl-1702 4 18 and and CCONJ istl-1702 4 19 other other ADJ istl-1702 4 20 trends trend NOUN istl-1702 4 21 that that PRON istl-1702 4 22 are be AUX istl-1702 4 23 present present ADJ istl-1702 4 24 in in ADP istl-1702 4 25 the the DET istl-1702 4 26 text text NOUN istl-1702 4 27 ( ( PUNCT istl-1702 4 28 reilly reilly ADV istl-1702 4 29 2012 2012 NUM istl-1702 4 30 ) ) PUNCT istl-1702 4 31 . . PUNCT istl-1702 5 1 within within ADP istl-1702 5 2 higher high ADJ istl-1702 5 3 education education NOUN istl-1702 5 4 , , PUNCT istl-1702 5 5 text text NOUN istl-1702 5 6 mining mining NOUN istl-1702 5 7 is be AUX istl-1702 5 8 most most ADV istl-1702 5 9 often often ADV istl-1702 5 10 found find VERB istl-1702 5 11 among among ADP istl-1702 5 12 the the DET istl-1702 5 13 digital digital ADJ istl-1702 5 14 humanities humanity NOUN istl-1702 5 15 and and CCONJ istl-1702 5 16 linguistics linguistic NOUN istl-1702 5 17 studies study NOUN istl-1702 5 18 . . PUNCT istl-1702 6 1 however however ADV istl-1702 6 2 it it PRON istl-1702 6 3 is be AUX istl-1702 6 4 growing grow VERB istl-1702 6 5 in in ADP istl-1702 6 6 popularity popularity NOUN istl-1702 6 7 in in ADP istl-1702 6 8 the the DET istl-1702 6 9 science science NOUN istl-1702 6 10 and and CCONJ istl-1702 6 11 technology technology NOUN istl-1702 6 12 fields field NOUN istl-1702 6 13 . . PUNCT istl-1702 7 1 it it PRON istl-1702 7 2 is be AUX istl-1702 7 3 possible possible ADJ istl-1702 7 4 to to PART istl-1702 7 5 find find VERB istl-1702 7 6 many many ADJ istl-1702 7 7 examples example NOUN istl-1702 7 8 of of ADP istl-1702 7 9 how how SCONJ istl-1702 7 10 text text NOUN istl-1702 7 11 mining mining NOUN istl-1702 7 12 is be AUX istl-1702 7 13 beginning begin VERB istl-1702 7 14 to to PART istl-1702 7 15 be be AUX istl-1702 7 16 utilized utilize VERB istl-1702 7 17 in in ADP istl-1702 7 18 the the DET istl-1702 7 19 sciences science NOUN istl-1702 7 20 . . PUNCT istl-1702 8 1 it it PRON istl-1702 8 2 allows allow VERB istl-1702 8 3 users user NOUN istl-1702 8 4 to to PART istl-1702 8 5 search search VERB istl-1702 8 6 across across ADP istl-1702 8 7 a a DET istl-1702 8 8 large large ADJ istl-1702 8 9 set set NOUN istl-1702 8 10 of of ADP istl-1702 8 11 documents document NOUN istl-1702 8 12 to to PART istl-1702 8 13 find find VERB istl-1702 8 14 connections connection NOUN istl-1702 8 15 that that PRON istl-1702 8 16 would would AUX istl-1702 8 17 be be AUX istl-1702 8 18 prohibitively prohibitively ADV istl-1702 8 19 expensive expensive ADJ istl-1702 8 20 in in ADP istl-1702 8 21 terms term NOUN istl-1702 8 22 of of ADP istl-1702 8 23 time time NOUN istl-1702 8 24 to to PART istl-1702 8 25 attempt attempt VERB istl-1702 8 26 to to PART istl-1702 8 27 read read VERB istl-1702 8 28 individually individually ADV istl-1702 8 29 . . PUNCT istl-1702 9 1 an an DET istl-1702 9 2 example example NOUN istl-1702 9 3 of of ADP istl-1702 9 4 this this PRON istl-1702 9 5 can can AUX istl-1702 9 6 be be AUX istl-1702 9 7 seen see VERB istl-1702 9 8 in in ADP istl-1702 9 9 the the DET istl-1702 9 10 biomedical biomedical ADJ istl-1702 9 11 sciences science NOUN istl-1702 9 12 where where SCONJ istl-1702 9 13 frijters frijter NOUN istl-1702 9 14 et et PROPN istl-1702 9 15 al al PROPN istl-1702 9 16 . . PUNCT istl-1702 10 1 ( ( PUNCT istl-1702 10 2 2010 2010 NUM istl-1702 10 3 ) ) PUNCT istl-1702 10 4 used use VERB istl-1702 10 5 text text NOUN istl-1702 10 6 mining mining NOUN istl-1702 10 7 to to PART istl-1702 10 8 search search VERB istl-1702 10 9 in in ADP istl-1702 10 10 medline medline NOUN istl-1702 10 11 for for ADP istl-1702 10 12 drugs drug NOUN istl-1702 10 13 that that PRON istl-1702 10 14 could could AUX istl-1702 10 15 interfere interfere VERB istl-1702 10 16 with with ADP istl-1702 10 17 cell cell NOUN istl-1702 10 18 proliferation proliferation NOUN istl-1702 10 19 . . PUNCT istl-1702 11 1 another another DET istl-1702 11 2 example example NOUN istl-1702 11 3 can can AUX istl-1702 11 4 be be AUX istl-1702 11 5 found find VERB istl-1702 11 6 with with ADP istl-1702 11 7 the the DET istl-1702 11 8 works work NOUN istl-1702 11 9 of of ADP istl-1702 11 10 the the DET istl-1702 11 11 exfor exfor PROPN istl-1702 11 12 library library PROPN istl-1702 11 13 , , PUNCT istl-1702 11 14 which which PRON istl-1702 11 15 contains contain VERB istl-1702 11 16 experimental experimental ADJ istl-1702 11 17 nuclear nuclear ADJ istl-1702 11 18 reaction reaction NOUN istl-1702 11 19 data datum NOUN istl-1702 11 20 . . PUNCT istl-1702 12 1 hirdt hirdt NOUN istl-1702 12 2 and and CCONJ istl-1702 12 3 brown brown ADJ istl-1702 12 4 ( ( PUNCT istl-1702 12 5 2016 2016 NUM istl-1702 12 6 ) ) PUNCT istl-1702 12 7 used use VERB istl-1702 12 8 text text NOUN istl-1702 12 9 mining mining NOUN istl-1702 12 10 to to PART istl-1702 12 11 build build VERB istl-1702 12 12 a a DET istl-1702 12 13 graph graph NOUN istl-1702 12 14 of of ADP istl-1702 12 15 the the DET istl-1702 12 16 relationships relationship NOUN istl-1702 12 17 between between ADP istl-1702 12 18 the the DET istl-1702 12 19 reactions reaction NOUN istl-1702 12 20 in in ADP istl-1702 12 21 the the DET istl-1702 12 22 library library NOUN istl-1702 12 23 . . PUNCT istl-1702 13 1 they they PRON istl-1702 13 2 were be AUX istl-1702 13 3 then then ADV istl-1702 13 4 able able ADJ istl-1702 13 5 to to PART istl-1702 13 6 use use VERB istl-1702 13 7 this this DET istl-1702 13 8 information information NOUN istl-1702 13 9 to to PART istl-1702 13 10 identify identify VERB istl-1702 13 11 reactions reaction NOUN istl-1702 13 12 that that PRON istl-1702 13 13 are be AUX istl-1702 13 14 important important ADJ istl-1702 13 15 to to ADP istl-1702 13 16 researchers researcher NOUN istl-1702 13 17 but but CCONJ istl-1702 13 18 have have AUX istl-1702 13 19 been be AUX istl-1702 13 20 understudied understudy VERB istl-1702 13 21 . . PUNCT istl-1702 14 1 text text NOUN istl-1702 14 2 mining mining NOUN istl-1702 14 3 also also ADV istl-1702 14 4 has have VERB istl-1702 14 5 an an DET istl-1702 14 6 ability ability NOUN istl-1702 14 7 to to PART istl-1702 14 8 discover discover VERB istl-1702 14 9 themes theme NOUN istl-1702 14 10 and and CCONJ istl-1702 14 11 relationships relationship NOUN istl-1702 14 12 within within ADP istl-1702 14 13 a a DET istl-1702 14 14 corpus corpus NOUN istl-1702 14 15 through through ADP istl-1702 14 16 a a DET istl-1702 14 17 technique technique NOUN istl-1702 14 18 called call VERB istl-1702 14 19 topic topic NOUN istl-1702 14 20 modeling modeling NOUN istl-1702 14 21 . . PUNCT istl-1702 15 1 in in ADP istl-1702 15 2 a a DET istl-1702 15 3 2016 2016 NUM istl-1702 15 4 research research NOUN istl-1702 15 5 study study NOUN istl-1702 15 6 , , PUNCT istl-1702 15 7 the the DET istl-1702 15 8 authors author NOUN istl-1702 15 9 use use VERB istl-1702 15 10 topic topic NOUN istl-1702 15 11 modeling modeling NOUN istl-1702 15 12 to to PART istl-1702 15 13 determine determine VERB istl-1702 15 14 the the DET istl-1702 15 15 proportion proportion NOUN istl-1702 15 16 of of ADP istl-1702 15 17 the the DET istl-1702 15 18 analyzed analyze VERB istl-1702 15 19 text text NOUN istl-1702 15 20 discussing discuss VERB istl-1702 15 21 a a DET istl-1702 15 22 specific specific ADJ istl-1702 15 23 phenomenon phenomenon NOUN istl-1702 15 24 , , PUNCT istl-1702 15 25 in in ADP istl-1702 15 26 this this DET istl-1702 15 27 case case NOUN istl-1702 15 28 forest forest NOUN istl-1702 15 29 fragmentation fragmentation NOUN istl-1702 15 30 , , PUNCT istl-1702 15 31 and and CCONJ istl-1702 15 32 to to PART istl-1702 15 33 determine determine VERB istl-1702 15 34 the the DET istl-1702 15 35 concepts concept NOUN istl-1702 15 36 that that PRON istl-1702 15 37 are be AUX istl-1702 15 38 most most ADV istl-1702 15 39 strongly strongly ADV istl-1702 15 40 associated associate VERB istl-1702 15 41 with with ADP istl-1702 15 42 this this DET istl-1702 15 43 phenomenon phenomenon NOUN istl-1702 15 44 ( ( PUNCT istl-1702 15 45 nunez nunez PROPN istl-1702 15 46 - - PUNCT istl-1702 15 47 mir mir PROPN istl-1702 15 48 et et PROPN istl-1702 15 49 al al PROPN istl-1702 15 50 . . PROPN istl-1702 15 51 2016 2016 NUM istl-1702 15 52 ) ) PUNCT istl-1702 15 53 . . PUNCT istl-1702 16 1 in in ADP istl-1702 16 2 an an DET istl-1702 16 3 example example NOUN istl-1702 16 4 from from ADP istl-1702 16 5 environmental environmental ADJ istl-1702 16 6 science science NOUN istl-1702 16 7 , , PUNCT istl-1702 16 8 grubert grubert NOUN istl-1702 16 9 and and CCONJ istl-1702 16 10 siders sider NOUN istl-1702 16 11 ( ( PUNCT istl-1702 16 12 2016 2016 NUM istl-1702 16 13 ) ) PUNCT istl-1702 16 14 use use VERB istl-1702 16 15 topic topic NOUN istl-1702 16 16 modeling modeling NOUN istl-1702 16 17 to to PART istl-1702 16 18 find find VERB istl-1702 16 19 empirical empirical ADJ istl-1702 16 20 support support NOUN istl-1702 16 21 for for ADP istl-1702 16 22 the the DET istl-1702 16 23 theory theory NOUN istl-1702 16 24 that that SCONJ istl-1702 16 25 climate climate NOUN istl-1702 16 26 change change NOUN istl-1702 16 27 has have AUX istl-1702 16 28 become become VERB istl-1702 16 29 an an DET istl-1702 16 30 important important ADJ istl-1702 16 31 topic topic NOUN istl-1702 16 32 in in ADP istl-1702 16 33 environmental environmental ADJ istl-1702 16 34 lifecycle lifecycle NOUN istl-1702 16 35 assessment assessment NOUN istl-1702 16 36 over over ADP istl-1702 16 37 time time NOUN istl-1702 16 38 , , PUNCT istl-1702 16 39 and and CCONJ istl-1702 16 40 revealed reveal VERB istl-1702 16 41 a a DET istl-1702 16 42 secondary secondary ADJ istl-1702 16 43 finding finding NOUN istl-1702 16 44 of of ADP istl-1702 16 45 this this DET istl-1702 16 46 increase increase NOUN istl-1702 16 47 coming come VERB istl-1702 16 48 at at ADP istl-1702 16 49 the the DET istl-1702 16 50 expense expense NOUN istl-1702 16 51 of of ADP istl-1702 16 52 attention attention NOUN istl-1702 16 53 to to ADP istl-1702 16 54 human human ADJ istl-1702 16 55 health health NOUN istl-1702 16 56 . . PUNCT istl-1702 17 1 finally finally ADV istl-1702 17 2 , , PUNCT istl-1702 17 3 the the DET istl-1702 17 4 sheer sheer ADJ istl-1702 17 5 amount amount NOUN istl-1702 17 6 of of ADP istl-1702 17 7 information information NOUN istl-1702 17 8 available available ADJ istl-1702 17 9 to to ADP istl-1702 17 10 researchers researcher NOUN istl-1702 17 11 , , PUNCT istl-1702 17 12 educators educator NOUN istl-1702 17 13 , , PUNCT istl-1702 17 14 and and CCONJ istl-1702 17 15 scholars scholar NOUN istl-1702 17 16 makes make VERB istl-1702 17 17 it it PRON istl-1702 17 18 increasingly increasingly ADV istl-1702 17 19 difficult difficult ADJ istl-1702 17 20 to to PART istl-1702 17 21 stay stay VERB istl-1702 17 22 current current ADJ istl-1702 17 23 on on ADP istl-1702 17 24 a a DET istl-1702 17 25 particular particular ADJ istl-1702 17 26 topic topic NOUN istl-1702 17 27 or or CCONJ istl-1702 17 28 field field NOUN istl-1702 17 29 . . PUNCT istl-1702 18 1 anne anne PROPN istl-1702 18 2 okerson okerson PROPN istl-1702 18 3 ( ( PUNCT istl-1702 18 4 2013 2013 NUM istl-1702 18 5 ) ) PUNCT istl-1702 18 6 points point VERB istl-1702 18 7 out out ADP istl-1702 18 8 that that SCONJ istl-1702 18 9 text text NOUN istl-1702 18 10 mining mining NOUN istl-1702 18 11 can can AUX istl-1702 18 12 be be AUX istl-1702 18 13 a a DET istl-1702 18 14 useful useful ADJ istl-1702 18 15 and and CCONJ istl-1702 18 16 time time NOUN istl-1702 18 17 saving saving NOUN istl-1702 18 18 factor factor NOUN istl-1702 18 19 in in ADP istl-1702 18 20 doing do VERB istl-1702 18 21 a a DET istl-1702 18 22 systematic systematic ADJ istl-1702 18 23 review review NOUN istl-1702 18 24 . . PUNCT istl-1702 19 1 text text NOUN istl-1702 19 2 mining mining NOUN istl-1702 19 3 therefore therefore ADV istl-1702 19 4 presents present VERB istl-1702 19 5 librarians librarian NOUN istl-1702 19 6 with with ADP istl-1702 19 7 the the DET istl-1702 19 8 opportunity opportunity NOUN istl-1702 19 9 to to PART istl-1702 19 10 develop develop VERB istl-1702 19 11 skills skill NOUN istl-1702 19 12 in in ADP istl-1702 19 13 a a DET istl-1702 19 14 new new ADJ istl-1702 19 15 area area NOUN istl-1702 19 16 that that PRON istl-1702 19 17 has have VERB istl-1702 19 18 the the DET istl-1702 19 19 potential potential NOUN istl-1702 19 20 to to PART istl-1702 19 21 be be AUX istl-1702 19 22 of of ADP istl-1702 19 23 great great ADJ istl-1702 19 24 use use NOUN istl-1702 19 25 to to ADP istl-1702 19 26 patrons patron NOUN istl-1702 19 27 . . PUNCT istl-1702 20 1 audience audience NOUN istl-1702 20 2 this this DET istl-1702 20 3 webliography webliography NOUN istl-1702 20 4 is be AUX istl-1702 20 5 intended intend VERB istl-1702 20 6 as as ADP istl-1702 20 7 an an DET istl-1702 20 8 overview overview NOUN istl-1702 20 9 for for ADP istl-1702 20 10 those those PRON istl-1702 20 11 in in ADP istl-1702 20 12 higher high ADJ istl-1702 20 13 education education NOUN istl-1702 20 14 , , PUNCT istl-1702 20 15 such such ADJ istl-1702 20 16 as as ADP istl-1702 20 17 academic academic ADJ istl-1702 20 18 librarians librarian NOUN istl-1702 20 19 , , PUNCT istl-1702 20 20 researchers researcher NOUN istl-1702 20 21 , , PUNCT istl-1702 20 22 educators educator NOUN istl-1702 20 23 , , PUNCT istl-1702 20 24 and and CCONJ istl-1702 20 25 graduate graduate NOUN istl-1702 20 26 students student NOUN istl-1702 20 27 , , PUNCT istl-1702 20 28 who who PRON istl-1702 20 29 are be AUX istl-1702 20 30 interested interested ADJ istl-1702 20 31 in in ADP istl-1702 20 32 text text NOUN istl-1702 20 33 mining mining NOUN istl-1702 20 34 but but CCONJ istl-1702 20 35 have have VERB istl-1702 20 36 little little ADJ istl-1702 20 37 to to PART istl-1702 20 38 no no DET istl-1702 20 39 experience experience NOUN istl-1702 20 40 with with ADP istl-1702 20 41 it it PRON istl-1702 20 42 . . PUNCT istl-1702 21 1 scope scope NOUN istl-1702 21 2 and and CCONJ istl-1702 21 3 methods method NOUN istl-1702 21 4 given give VERB istl-1702 21 5 the the DET istl-1702 21 6 fact fact NOUN istl-1702 21 7 that that SCONJ istl-1702 21 8 text text NOUN istl-1702 21 9 mining mining NOUN istl-1702 21 10 is be AUX istl-1702 21 11 flexible flexible ADJ istl-1702 21 12 and and CCONJ istl-1702 21 13 can can AUX istl-1702 21 14 be be AUX istl-1702 21 15 tailored tailor VERB istl-1702 21 16 to to PART istl-1702 21 17 fit fit VERB istl-1702 21 18 the the DET istl-1702 21 19 analysis analysis NOUN istl-1702 21 20 needs need NOUN istl-1702 21 21 of of ADP istl-1702 21 22 many many ADJ istl-1702 21 23 different different ADJ istl-1702 21 24 types type NOUN istl-1702 21 25 of of ADP istl-1702 21 26 research research NOUN istl-1702 21 27 , , PUNCT istl-1702 21 28 this this DET istl-1702 21 29 work work NOUN istl-1702 21 30 is be AUX istl-1702 21 31 not not PART istl-1702 21 32 intended intend VERB istl-1702 21 33 to to PART istl-1702 21 34 be be AUX istl-1702 21 35 a a DET istl-1702 21 36 comprehensive comprehensive ADJ istl-1702 21 37 overview overview NOUN istl-1702 21 38 of of ADP istl-1702 21 39 text text NOUN istl-1702 21 40 mining mining NOUN istl-1702 21 41 . . PUNCT istl-1702 22 1 instead instead ADV istl-1702 22 2 it it PRON istl-1702 22 3 is be AUX istl-1702 22 4 intended intend VERB istl-1702 22 5 to to PART istl-1702 22 6 be be AUX istl-1702 22 7 a a DET istl-1702 22 8 select select ADJ istl-1702 22 9 look look NOUN istl-1702 22 10 at at ADP istl-1702 22 11 the the DET istl-1702 22 12 information information NOUN istl-1702 22 13 and and CCONJ istl-1702 22 14 tools tool NOUN istl-1702 22 15 available available ADJ istl-1702 22 16 that that PRON istl-1702 22 17 are be AUX istl-1702 22 18 appropriate appropriate ADJ istl-1702 22 19 for for ADP istl-1702 22 20 those those DET istl-1702 22 21 new new ADJ istl-1702 22 22 to to PART istl-1702 22 23 text text NOUN istl-1702 22 24 mining mining NOUN istl-1702 22 25 . . PUNCT istl-1702 23 1 the the DET istl-1702 23 2 following follow VERB istl-1702 23 3 sections section NOUN istl-1702 23 4 are be AUX istl-1702 23 5 included include VERB istl-1702 23 6 : : PUNCT istl-1702 23 7 vocabulary vocabulary NOUN istl-1702 23 8 to to PART istl-1702 23 9 introduce introduce VERB istl-1702 23 10 unfamiliar unfamiliar ADJ istl-1702 23 11 terms term NOUN istl-1702 23 12 , , PUNCT istl-1702 23 13 introductory introductory ADJ istl-1702 23 14 resources resource NOUN istl-1702 23 15 , , PUNCT istl-1702 23 16 sources source NOUN istl-1702 23 17 of of ADP istl-1702 23 18 text text NOUN istl-1702 23 19 , , PUNCT istl-1702 23 20 and and CCONJ istl-1702 23 21 available available ADJ istl-1702 23 22 tools tool NOUN istl-1702 23 23 . . PUNCT istl-1702 24 1 resources resource NOUN istl-1702 24 2 for for ADP istl-1702 24 3 the the DET istl-1702 24 4 webliography webliography NOUN istl-1702 24 5 were be AUX istl-1702 24 6 compiled compile VERB istl-1702 24 7 from from ADP istl-1702 24 8 the the DET istl-1702 24 9 author author NOUN istl-1702 24 10 's 's PART istl-1702 24 11 previous previous ADJ istl-1702 24 12 research research NOUN istl-1702 24 13 , , PUNCT istl-1702 24 14 communications communication NOUN istl-1702 24 15 with with ADP istl-1702 24 16 fellow fellow NOUN istl-1702 24 17 librarians librarian NOUN istl-1702 24 18 experienced experience VERB istl-1702 24 19 in in ADP istl-1702 24 20 text text NOUN istl-1702 24 21 mining mining NOUN istl-1702 24 22 , , PUNCT istl-1702 24 23 and and CCONJ istl-1702 24 24 text text NOUN istl-1702 24 25 mining mining NOUN istl-1702 24 26 library library NOUN istl-1702 24 27 guides guide VERB istl-1702 24 28 from from ADP istl-1702 24 29 the the DET istl-1702 24 30 universities university NOUN istl-1702 24 31 of of ADP istl-1702 24 32 southern southern ADJ istl-1702 24 33 california california PROPN istl-1702 24 34 ( ( PUNCT istl-1702 24 35 2016 2016 NUM istl-1702 24 36 ) ) PUNCT istl-1702 24 37 , , PUNCT istl-1702 24 38 california california PROPN istl-1702 24 39 san san PROPN istl-1702 24 40 diego diego PROPN istl-1702 24 41 ( ( PUNCT istl-1702 24 42 2016 2016 NUM istl-1702 24 43 ) ) PUNCT istl-1702 24 44 , , PUNCT istl-1702 24 45 illinois illinois PROPN istl-1702 24 46 at at ADP istl-1702 24 47 urbana urbana PROPN istl-1702 24 48 - - PUNCT istl-1702 24 49 champaign champaign PROPN istl-1702 24 50 ( ( PUNCT istl-1702 24 51 2016 2016 NUM istl-1702 24 52 ) ) PUNCT istl-1702 24 53 , , PUNCT istl-1702 24 54 duke duke NOUN istl-1702 24 55 ( ( PUNCT istl-1702 24 56 2016 2016 NUM istl-1702 24 57 ) ) PUNCT istl-1702 24 58 , , PUNCT istl-1702 24 59 and and CCONJ istl-1702 24 60 chicago chicago PROPN istl-1702 24 61 ( ( PUNCT istl-1702 24 62 2016 2016 NUM istl-1702 24 63 ) ) PUNCT istl-1702 24 64 were be AUX istl-1702 24 65 consulted consult VERB istl-1702 24 66 . . PUNCT istl-1702 25 1 in in ADP istl-1702 25 2 order order NOUN istl-1702 25 3 to to PART istl-1702 25 4 be be AUX istl-1702 25 5 included include VERB istl-1702 25 6 resources resource NOUN istl-1702 25 7 had have VERB istl-1702 25 8 to to PART istl-1702 25 9 meet meet VERB istl-1702 25 10 the the DET istl-1702 25 11 following following ADJ istl-1702 25 12 criteria criterion NOUN istl-1702 25 13 : : PUNCT istl-1702 25 14 available available ADJ istl-1702 25 15 in in ADP istl-1702 25 16 english english PROPN istl-1702 25 17 , , PUNCT istl-1702 25 18 available available ADJ istl-1702 25 19 via via ADP istl-1702 25 20 library library NOUN istl-1702 25 21 subscription subscription NOUN istl-1702 25 22 or or CCONJ istl-1702 25 23 freely freely ADV istl-1702 25 24 available available ADJ istl-1702 25 25 , , PUNCT istl-1702 25 26 information information NOUN istl-1702 25 27 is be AUX istl-1702 25 28 published publish VERB istl-1702 25 29 , , PUNCT istl-1702 25 30 maintained maintain VERB istl-1702 25 31 , , PUNCT istl-1702 25 32 and/or and/or CCONJ istl-1702 25 33 hosted host VERB istl-1702 25 34 by by ADP istl-1702 25 35 reputable reputable ADJ istl-1702 25 36 source source NOUN istl-1702 25 37 , , PUNCT istl-1702 25 38 and and CCONJ istl-1702 25 39 explanations explanation NOUN istl-1702 25 40 and and CCONJ istl-1702 25 41 examples example NOUN istl-1702 25 42 are be AUX istl-1702 25 43 clear clear ADJ istl-1702 25 44 and and CCONJ istl-1702 25 45 appropriate appropriate ADJ istl-1702 25 46 for for ADP istl-1702 25 47 beginners beginner NOUN istl-1702 25 48 . . PUNCT istl-1702 26 1 vocabulary vocabulary ADJ istl-1702 26 2 discussions discussion NOUN istl-1702 26 3 of of ADP istl-1702 26 4 text text NOUN istl-1702 26 5 mining mining NOUN istl-1702 26 6 and and CCONJ istl-1702 26 7 the the DET istl-1702 26 8 tools tool NOUN istl-1702 26 9 used use VERB istl-1702 26 10 for for ADP istl-1702 26 11 it it PRON istl-1702 26 12 will will AUX istl-1702 26 13 most most ADV istl-1702 26 14 likely likely ADV istl-1702 26 15 include include VERB istl-1702 26 16 several several ADJ istl-1702 26 17 terms term NOUN istl-1702 26 18 that that PRON istl-1702 26 19 may may AUX istl-1702 26 20 be be AUX istl-1702 26 21 unknown unknown ADJ istl-1702 26 22 to to ADP istl-1702 26 23 those those PRON istl-1702 26 24 unfamiliar unfamiliar ADJ istl-1702 26 25 with with ADP istl-1702 26 26 the the DET istl-1702 26 27 subject subject NOUN istl-1702 26 28 . . PUNCT istl-1702 27 1 the the DET istl-1702 27 2 most most ADV istl-1702 27 3 common common ADJ istl-1702 27 4 terms term NOUN istl-1702 27 5 used use VERB istl-1702 27 6 in in ADP istl-1702 27 7 the the DET istl-1702 27 8 resources resource NOUN istl-1702 27 9 of of ADP istl-1702 27 10 this this DET istl-1702 27 11 webliography webliography NOUN istl-1702 27 12 were be AUX istl-1702 27 13 drawn draw VERB istl-1702 27 14 from from ADP istl-1702 27 15 are be AUX istl-1702 27 16 given give VERB istl-1702 27 17 below below ADV istl-1702 27 18 to to PART istl-1702 27 19 aid aid VERB istl-1702 27 20 reader reader NOUN istl-1702 27 21 understanding understanding NOUN istl-1702 27 22 . . PUNCT istl-1702 28 1 where where SCONJ istl-1702 28 2 possible possible ADJ istl-1702 28 3 , , PUNCT istl-1702 28 4 the the DET istl-1702 28 5 definitions definition NOUN istl-1702 28 6 were be AUX istl-1702 28 7 pulled pull VERB istl-1702 28 8 from from ADP istl-1702 28 9 the the DET istl-1702 28 10 selected select VERB istl-1702 28 11 resources resource NOUN istl-1702 28 12 . . PUNCT istl-1702 29 1 if if SCONJ istl-1702 29 2 not not PART istl-1702 29 3 found find VERB istl-1702 29 4 in in ADP istl-1702 29 5 the the DET istl-1702 29 6 resources resource NOUN istl-1702 29 7 definitions definition NOUN istl-1702 29 8 were be AUX istl-1702 29 9 taken take VERB istl-1702 29 10 from from ADP istl-1702 29 11 wikipedia wikipedia PROPN istl-1702 29 12 . . PUNCT istl-1702 30 1 api api PROPN istl-1702 30 2 : : PUNCT istl-1702 30 3 application application NOUN istl-1702 30 4 programing programing NOUN istl-1702 30 5 interface interface NOUN istl-1702 30 6 which which PRON istl-1702 30 7 can can AUX istl-1702 30 8 be be AUX istl-1702 30 9 used use VERB istl-1702 30 10 to to PART istl-1702 30 11 access access VERB istl-1702 30 12 information information NOUN istl-1702 30 13 in in ADP istl-1702 30 14 a a DET istl-1702 30 15 machine machine NOUN istl-1702 30 16 readable readable ADJ istl-1702 30 17 format format NOUN istl-1702 30 18 . . PUNCT istl-1702 31 1 several several ADJ istl-1702 31 2 open open ADJ istl-1702 31 3 access access NOUN istl-1702 31 4 and and CCONJ istl-1702 31 5 commercial commercial ADJ istl-1702 31 6 databases database NOUN istl-1702 31 7 have have AUX istl-1702 31 8 developed develop VERB istl-1702 31 9 their their PRON istl-1702 31 10 own own ADJ istl-1702 31 11 apis api NOUN istl-1702 31 12 for for ADP istl-1702 31 13 text text NOUN istl-1702 31 14 mining mining NOUN istl-1702 31 15 , , PUNCT istl-1702 31 16 such such ADJ istl-1702 31 17 as as ADP istl-1702 31 18 elsevier elsevi ADJ istl-1702 31 19 . . PUNCT istl-1702 32 1 collocation collocation NOUN istl-1702 32 2 : : PUNCT istl-1702 32 3 listing list VERB istl-1702 32 4 of of ADP istl-1702 32 5 words word NOUN istl-1702 32 6 that that PRON istl-1702 32 7 commonly commonly ADV istl-1702 32 8 appear appear VERB istl-1702 32 9 near near ADP istl-1702 32 10 each each DET istl-1702 32 11 other other ADJ istl-1702 32 12 . . PUNCT istl-1702 33 1 concordance concordance NOUN istl-1702 33 2 : : PUNCT istl-1702 33 3 the the DET istl-1702 33 4 context context NOUN istl-1702 33 5 of of ADP istl-1702 33 6 a a DET istl-1702 33 7 given give VERB istl-1702 33 8 word word NOUN istl-1702 33 9 or or CCONJ istl-1702 33 10 phrase phrase NOUN istl-1702 33 11 . . PUNCT istl-1702 34 1 corpus corpus PROPN istl-1702 34 2 : : PUNCT istl-1702 34 3 a a DET istl-1702 34 4 collection collection NOUN istl-1702 34 5 of of ADP istl-1702 34 6 text text NOUN istl-1702 34 7 . . PUNCT istl-1702 35 1 csv csv PROPN istl-1702 35 2 file file NOUN istl-1702 35 3 : : PUNCT istl-1702 35 4 a a DET istl-1702 35 5 format format NOUN istl-1702 35 6 in in ADP istl-1702 35 7 which which PRON istl-1702 35 8 data datum NOUN istl-1702 35 9 are be AUX istl-1702 35 10 separated separate VERB istl-1702 35 11 by by ADP istl-1702 35 12 commas comma NOUN istl-1702 35 13 in in ADP istl-1702 35 14 plain plain ADJ istl-1702 35 15 text text NOUN istl-1702 35 16 . . PUNCT istl-1702 36 1 csv csv PROPN istl-1702 36 2 is be AUX istl-1702 36 3 similar similar ADJ istl-1702 36 4 to to ADP istl-1702 36 5 microsoft microsoft PROPN istl-1702 36 6 's 's PART istl-1702 36 7 excel excel NOUN istl-1702 36 8 . . PUNCT istl-1702 37 1 entity entity NOUN istl-1702 37 2 recognition recognition NOUN istl-1702 37 3 : : PUNCT istl-1702 37 4 the the DET istl-1702 37 5 identification identification NOUN istl-1702 37 6 of of ADP istl-1702 37 7 named name VERB istl-1702 37 8 entities entity NOUN istl-1702 37 9 such such ADJ istl-1702 37 10 as as ADP istl-1702 37 11 people people NOUN istl-1702 37 12 , , PUNCT istl-1702 37 13 places place NOUN istl-1702 37 14 , , PUNCT istl-1702 37 15 or or CCONJ istl-1702 37 16 time time NOUN istl-1702 37 17 periods period NOUN istl-1702 37 18 . . PUNCT istl-1702 38 1 extensibility extensibility NOUN istl-1702 38 2 : : PUNCT istl-1702 38 3 a a DET istl-1702 38 4 design design NOUN istl-1702 38 5 principle principle NOUN istl-1702 38 6 that that PRON istl-1702 38 7 takes take VERB istl-1702 38 8 future future ADJ istl-1702 38 9 growth growth NOUN istl-1702 38 10 of of ADP istl-1702 38 11 the the DET istl-1702 38 12 program program NOUN istl-1702 38 13 into into ADP istl-1702 38 14 consideration consideration NOUN istl-1702 38 15 . . PUNCT istl-1702 39 1 a a DET istl-1702 39 2 program program NOUN istl-1702 39 3 is be AUX istl-1702 39 4 extensible extensible ADJ istl-1702 39 5 if if SCONJ istl-1702 39 6 its its PRON istl-1702 39 7 functionality functionality NOUN istl-1702 39 8 can can AUX istl-1702 39 9 be be AUX istl-1702 39 10 added add VERB istl-1702 39 11 to to ADP istl-1702 39 12 or or CCONJ istl-1702 39 13 modified modify VERB istl-1702 39 14 . . PUNCT istl-1702 40 1 lemmatization lemmatization NOUN istl-1702 40 2 : : PUNCT istl-1702 40 3 the the DET istl-1702 40 4 combination combination NOUN istl-1702 40 5 of of ADP istl-1702 40 6 the the DET istl-1702 40 7 various various ADJ istl-1702 40 8 forms form NOUN istl-1702 40 9 of of ADP istl-1702 40 10 a a DET istl-1702 40 11 word word NOUN istl-1702 40 12 back back ADV istl-1702 40 13 to to ADP istl-1702 40 14 its its PRON istl-1702 40 15 dictionary dictionary ADJ istl-1702 40 16 base base NOUN istl-1702 40 17 . . PUNCT istl-1702 41 1 for for ADP istl-1702 41 2 example example NOUN istl-1702 41 3 counting counting NOUN istl-1702 41 4 runs run NOUN istl-1702 41 5 , , PUNCT istl-1702 41 6 ran ran NOUN istl-1702 41 7 , , PUNCT istl-1702 41 8 run run VERB istl-1702 41 9 , , PUNCT istl-1702 41 10 and and CCONJ istl-1702 41 11 running run VERB istl-1702 41 12 as as ADP istl-1702 41 13 instances instance NOUN istl-1702 41 14 of of ADP istl-1702 41 15 run run NOUN istl-1702 41 16 . . PUNCT istl-1702 42 1 natural natural ADJ istl-1702 42 2 language language NOUN istl-1702 42 3 : : PUNCT istl-1702 42 4 language language NOUN istl-1702 42 5 used use VERB istl-1702 42 6 for for ADP istl-1702 42 7 daily daily ADJ istl-1702 42 8 human human ADJ istl-1702 42 9 communication communication NOUN istl-1702 42 10 such such ADJ istl-1702 42 11 as as ADP istl-1702 42 12 english english PROPN istl-1702 42 13 or or CCONJ istl-1702 42 14 spanish spanish ADJ istl-1702 42 15 , , PUNCT istl-1702 42 16 vs vs ADP istl-1702 42 17 the the DET istl-1702 42 18 artificial artificial ADJ istl-1702 42 19 language language NOUN istl-1702 42 20 of of ADP istl-1702 42 21 programming programming NOUN istl-1702 42 22 . . PUNCT istl-1702 43 1 n n NOUN istl-1702 43 2 - - PUNCT istl-1702 43 3 grams gram NOUN istl-1702 43 4 : : PUNCT istl-1702 43 5 common common ADJ istl-1702 43 6 two- two- X istl-1702 43 7 , , PUNCT istl-1702 43 8 three- three- PROPN istl-1702 43 9 , , PUNCT istl-1702 43 10 n n NOUN istl-1702 43 11 - - PUNCT istl-1702 43 12 word word NOUN istl-1702 43 13 phrases phrase NOUN istl-1702 43 14 which which PRON istl-1702 43 15 can can AUX istl-1702 43 16 be be AUX istl-1702 43 17 checked check VERB istl-1702 43 18 for for ADP istl-1702 43 19 frequency frequency NOUN istl-1702 43 20 and and CCONJ istl-1702 43 21 context context NOUN istl-1702 43 22 . . PUNCT istl-1702 44 1 parts part NOUN istl-1702 44 2 of of ADP istl-1702 44 3 speech speech NOUN istl-1702 44 4 : : PUNCT istl-1702 44 5 any any PRON istl-1702 44 6 of of ADP istl-1702 44 7 the the DET istl-1702 44 8 groups group NOUN istl-1702 44 9 into into ADP istl-1702 44 10 which which PRON istl-1702 44 11 words word NOUN istl-1702 44 12 are be AUX istl-1702 44 13 divided divide VERB istl-1702 44 14 depending depend VERB istl-1702 44 15 on on ADP istl-1702 44 16 their their PRON istl-1702 44 17 use use NOUN istl-1702 44 18 , , PUNCT istl-1702 44 19 such such ADJ istl-1702 44 20 as as ADP istl-1702 44 21 verbs verb NOUN istl-1702 44 22 , , PUNCT istl-1702 44 23 nouns noun NOUN istl-1702 44 24 , , PUNCT istl-1702 44 25 and and CCONJ istl-1702 44 26 adjectives adjective NOUN istl-1702 44 27 . . PUNCT istl-1702 45 1 stemming stem VERB istl-1702 45 2 : : PUNCT istl-1702 45 3 the the DET istl-1702 45 4 removal removal NOUN istl-1702 45 5 of of ADP istl-1702 45 6 affixes affix NOUN istl-1702 45 7 to to PART istl-1702 45 8 reduce reduce VERB istl-1702 45 9 word word NOUN istl-1702 45 10 to to PART istl-1702 45 11 base base VERB istl-1702 45 12 or or CCONJ istl-1702 45 13 root root NOUN istl-1702 45 14 form form NOUN istl-1702 45 15 . . PUNCT istl-1702 46 1 stop stop VERB istl-1702 46 2 words word NOUN istl-1702 46 3 : : PUNCT istl-1702 46 4 the the DET istl-1702 46 5 most most ADV istl-1702 46 6 common common ADJ istl-1702 46 7 words word NOUN istl-1702 46 8 of of ADP istl-1702 46 9 a a DET istl-1702 46 10 language language NOUN istl-1702 46 11 such such ADJ istl-1702 46 12 as as ADP istl-1702 46 13 the the PRON istl-1702 46 14 , , PUNCT istl-1702 46 15 a a PRON istl-1702 46 16 , , PUNCT istl-1702 46 17 is be AUX istl-1702 46 18 , , PUNCT istl-1702 46 19 etc etc X istl-1702 46 20 . . X istl-1702 47 1 many many ADJ istl-1702 47 2 of of ADP istl-1702 47 3 the the DET istl-1702 47 4 text text NOUN istl-1702 47 5 mining mining NOUN istl-1702 47 6 tools tool NOUN istl-1702 47 7 available available ADJ istl-1702 47 8 remove remove VERB istl-1702 47 9 these these DET istl-1702 47 10 words word NOUN istl-1702 47 11 when when SCONJ istl-1702 47 12 doing do VERB istl-1702 47 13 analysis analysis NOUN istl-1702 47 14 . . PUNCT istl-1702 48 1 tokenization tokenization NOUN istl-1702 48 2 : : PUNCT istl-1702 48 3 breaking break VERB istl-1702 48 4 text text NOUN istl-1702 48 5 into into ADP istl-1702 48 6 individual individual ADJ istl-1702 48 7 words word NOUN istl-1702 48 8 and and CCONJ istl-1702 48 9 punctuation punctuation NOUN istl-1702 48 10 . . PUNCT istl-1702 49 1 topic topic NOUN istl-1702 49 2 modeling modeling NOUN istl-1702 49 3 : : PUNCT istl-1702 49 4 looking look VERB istl-1702 49 5 for for ADP istl-1702 49 6 patterns pattern NOUN istl-1702 49 7 in in ADP istl-1702 49 8 the the DET istl-1702 49 9 topics topic NOUN istl-1702 49 10 ( ( PUNCT istl-1702 49 11 words word NOUN istl-1702 49 12 ) ) PUNCT istl-1702 49 13 of of ADP istl-1702 49 14 a a DET istl-1702 49 15 corpus corpus NOUN istl-1702 49 16 to to PART istl-1702 49 17 try try VERB istl-1702 49 18 and and CCONJ istl-1702 49 19 find find VERB istl-1702 49 20 relationships relationship NOUN istl-1702 49 21 among among ADP istl-1702 49 22 the the DET istl-1702 49 23 corpus corpus NOUN istl-1702 49 24 . . PUNCT istl-1702 50 1 word word NOUN istl-1702 50 2 frequency frequency NOUN istl-1702 50 3 : : PUNCT istl-1702 50 4 how how SCONJ istl-1702 50 5 often often ADV istl-1702 50 6 each each DET istl-1702 50 7 word word NOUN istl-1702 50 8 appears appear VERB istl-1702 50 9 in in ADP istl-1702 50 10 the the DET istl-1702 50 11 text text NOUN istl-1702 50 12 . . PUNCT istl-1702 51 1 xml xml NOUN istl-1702 51 2 : : PUNCT istl-1702 51 3 a a DET istl-1702 51 4 language language NOUN istl-1702 51 5 for for ADP istl-1702 51 6 encoding encode VERB istl-1702 51 7 documents document NOUN istl-1702 51 8 so so SCONJ istl-1702 51 9 that that SCONJ istl-1702 51 10 they they PRON istl-1702 51 11 are be AUX istl-1702 51 12 both both CCONJ istl-1702 51 13 human human ADJ istl-1702 51 14 and and CCONJ istl-1702 51 15 machine machine NOUN istl-1702 51 16 readable readable ADJ istl-1702 51 17 . . PUNCT istl-1702 52 1 introductory introductory ADJ istl-1702 52 2 resources resource NOUN istl-1702 52 3 the the DET istl-1702 52 4 following follow VERB istl-1702 52 5 are be AUX istl-1702 52 6 resources resource NOUN istl-1702 52 7 that that PRON istl-1702 52 8 provide provide VERB istl-1702 52 9 an an DET istl-1702 52 10 introduction introduction NOUN istl-1702 52 11 into into ADP istl-1702 52 12 text text NOUN istl-1702 52 13 mining mining NOUN istl-1702 52 14 . . PUNCT istl-1702 53 1 examples example NOUN istl-1702 53 2 of of ADP istl-1702 53 3 the the DET istl-1702 53 4 information information NOUN istl-1702 53 5 they they PRON istl-1702 53 6 include include VERB istl-1702 53 7 are be AUX istl-1702 53 8 discussions discussion NOUN istl-1702 53 9 of of ADP istl-1702 53 10 the the DET istl-1702 53 11 different different ADJ istl-1702 53 12 ways way NOUN istl-1702 53 13 text text NOUN istl-1702 53 14 mining mining NOUN istl-1702 53 15 can can AUX istl-1702 53 16 be be AUX istl-1702 53 17 utilized utilize VERB istl-1702 53 18 , , PUNCT istl-1702 53 19 discussions discussion NOUN istl-1702 53 20 of of ADP istl-1702 53 21 the the DET istl-1702 53 22 tools tool NOUN istl-1702 53 23 used use VERB istl-1702 53 24 in in ADP istl-1702 53 25 text text NOUN istl-1702 53 26 mining mining NOUN istl-1702 53 27 , , PUNCT istl-1702 53 28 and and CCONJ istl-1702 53 29 tutorials tutorial NOUN istl-1702 53 30 and and CCONJ istl-1702 53 31 lessons lesson NOUN istl-1702 53 32 on on ADP istl-1702 53 33 how how SCONJ istl-1702 53 34 to to PART istl-1702 53 35 use use VERB istl-1702 53 36 tools tool NOUN istl-1702 53 37 such such ADJ istl-1702 53 38 as as ADP istl-1702 53 39 the the DET istl-1702 53 40 programing program VERB istl-1702 53 41 language language NOUN istl-1702 53 42 python python NOUN istl-1702 53 43 or or CCONJ istl-1702 53 44 the the DET istl-1702 53 45 topic topic NOUN istl-1702 53 46 modeling modeling NOUN istl-1702 53 47 tool tool NOUN istl-1702 53 48 mallet mallet NOUN istl-1702 53 49 . . PUNCT istl-1702 54 1 as as SCONJ istl-1702 54 2 text text NOUN istl-1702 54 3 mining mining NOUN istl-1702 54 4 is be AUX istl-1702 54 5 at at ADP istl-1702 54 6 this this DET istl-1702 54 7 time time NOUN istl-1702 54 8 most most ADV istl-1702 54 9 commonly commonly ADV istl-1702 54 10 found find VERB istl-1702 54 11 in in ADP istl-1702 54 12 the the DET istl-1702 54 13 digital digital ADJ istl-1702 54 14 humanities humanity NOUN istl-1702 54 15 most most ADJ istl-1702 54 16 of of ADP istl-1702 54 17 these these DET istl-1702 54 18 resources resource NOUN istl-1702 54 19 were be AUX istl-1702 54 20 not not PART istl-1702 54 21 created create VERB istl-1702 54 22 by by ADP istl-1702 54 23 those those PRON istl-1702 54 24 in in ADP istl-1702 54 25 the the DET istl-1702 54 26 sciences science NOUN istl-1702 54 27 . . PUNCT istl-1702 55 1 they they PRON istl-1702 55 2 have have AUX istl-1702 55 3 been be AUX istl-1702 55 4 included include VERB istl-1702 55 5 as as SCONJ istl-1702 55 6 they they PRON istl-1702 55 7 provide provide VERB istl-1702 55 8 a a DET istl-1702 55 9 solid solid ADJ istl-1702 55 10 introduction introduction NOUN istl-1702 55 11 to to ADP istl-1702 55 12 the the DET istl-1702 55 13 basics basic NOUN istl-1702 55 14 of of ADP istl-1702 55 15 text text NOUN istl-1702 55 16 mining mining NOUN istl-1702 55 17 that that PRON istl-1702 55 18 can can AUX istl-1702 55 19 be be AUX istl-1702 55 20 applied apply VERB istl-1702 55 21 across across ADP istl-1702 55 22 disciplines discipline NOUN istl-1702 55 23 . . PUNCT istl-1702 56 1 john john PROPN istl-1702 56 2 laudun laudun PROPN istl-1702 56 3 http://johnlaudun.org/ http://johnlaudun.org/ PROPN istl-1702 56 4 dr dr PROPN istl-1702 56 5 . . PROPN istl-1702 56 6 john john PROPN istl-1702 56 7 laudun laudun PROPN istl-1702 56 8 is be AUX istl-1702 56 9 a a DET istl-1702 56 10 faculty faculty NOUN istl-1702 56 11 member member NOUN istl-1702 56 12 in in ADP istl-1702 56 13 the the DET istl-1702 56 14 department department NOUN istl-1702 56 15 of of ADP istl-1702 56 16 english english PROPN istl-1702 56 17 at at ADP istl-1702 56 18 the the DET istl-1702 56 19 university university PROPN istl-1702 56 20 of of ADP istl-1702 56 21 louisiana louisiana PROPN istl-1702 56 22 at at ADP istl-1702 56 23 lafayette lafayette PROPN istl-1702 56 24 . . PUNCT istl-1702 57 1 his his PRON istl-1702 57 2 blog blog NOUN istl-1702 57 3 covers cover VERB istl-1702 57 4 his his PRON istl-1702 57 5 interest interest NOUN istl-1702 57 6 in in ADP istl-1702 57 7 both both CCONJ istl-1702 57 8 the the DET istl-1702 57 9 shape shape NOUN istl-1702 57 10 of of ADP istl-1702 57 11 stories story NOUN istl-1702 57 12 and and CCONJ istl-1702 57 13 the the DET istl-1702 57 14 tools tool NOUN istl-1702 57 15 he he PRON istl-1702 57 16 uses use VERB istl-1702 57 17 in in ADP istl-1702 57 18 his his PRON istl-1702 57 19 research research NOUN istl-1702 57 20 . . PUNCT istl-1702 58 1 he he PRON istl-1702 58 2 has have VERB istl-1702 58 3 several several ADJ istl-1702 58 4 posts post NOUN istl-1702 58 5 on on ADP istl-1702 58 6 text text NOUN istl-1702 58 7 mining mining NOUN istl-1702 58 8 and and CCONJ istl-1702 58 9 natural natural ADJ istl-1702 58 10 language language NOUN istl-1702 58 11 processing processing NOUN istl-1702 58 12 , , PUNCT istl-1702 58 13 as as ADV istl-1702 58 14 well well ADV istl-1702 58 15 a a DET istl-1702 58 16 link link NOUN istl-1702 58 17 to to ADP istl-1702 58 18 the the DET istl-1702 58 19 python python NOUN istl-1702 58 20 scripts script NOUN istl-1702 58 21 he he PRON istl-1702 58 22 has have AUX istl-1702 58 23 developed develop VERB istl-1702 58 24 in in ADP istl-1702 58 25 his his PRON istl-1702 58 26 research research NOUN istl-1702 58 27 . . PUNCT istl-1702 58 28     SPACE istl-1702 59 1 learnpython.org learnpython.org X istl-1702 59 2 https://www.learnpython.org/ https://www.learnpython.org/ X istl-1702 59 3 an an DET istl-1702 59 4 online online ADJ istl-1702 59 5 resource resource NOUN istl-1702 59 6 supported support VERB istl-1702 59 7 by by ADP istl-1702 59 8 datacamp datacamp NOUN istl-1702 59 9 , , PUNCT istl-1702 59 10 this this DET istl-1702 59 11 site site NOUN istl-1702 59 12 provides provide VERB istl-1702 59 13 a a DET istl-1702 59 14 series series NOUN istl-1702 59 15 of of ADP istl-1702 59 16 tutorials tutorial NOUN istl-1702 59 17 on on ADP istl-1702 59 18 how how SCONJ istl-1702 59 19 to to PART istl-1702 59 20 use use VERB istl-1702 59 21 python python NOUN istl-1702 59 22 that that PRON istl-1702 59 23 build build VERB istl-1702 59 24 from from ADP istl-1702 59 25 basic basic ADJ istl-1702 59 26 through through ADP istl-1702 59 27 advanced advanced ADJ istl-1702 59 28 skills skill NOUN istl-1702 59 29 . . PUNCT istl-1702 60 1 each each DET istl-1702 60 2 topic topic NOUN istl-1702 60 3 includes include VERB istl-1702 60 4 several several ADJ istl-1702 60 5 interactive interactive ADJ istl-1702 60 6 examples example NOUN istl-1702 60 7 to to PART istl-1702 60 8 help help VERB istl-1702 60 9 with with ADP istl-1702 60 10 user user NOUN istl-1702 60 11 understanding understanding NOUN istl-1702 60 12 , , PUNCT istl-1702 60 13 and and CCONJ istl-1702 60 14 each each PRON istl-1702 60 15 ends end VERB istl-1702 60 16 with with ADP istl-1702 60 17 an an DET istl-1702 60 18 exercise exercise NOUN istl-1702 60 19 that that PRON istl-1702 60 20 can can AUX istl-1702 60 21 be be AUX istl-1702 60 22 checked check VERB istl-1702 60 23 for for ADP istl-1702 60 24 accuracy accuracy NOUN istl-1702 60 25 . . PUNCT istl-1702 61 1 the the DET istl-1702 61 2 site site NOUN istl-1702 61 3 also also ADV istl-1702 61 4 has have VERB istl-1702 61 5 a a DET istl-1702 61 6 public public ADJ istl-1702 61 7 facebook facebook NOUN istl-1702 61 8 group group NOUN istl-1702 61 9 to to PART istl-1702 61 10 help help VERB istl-1702 61 11 with with ADP istl-1702 61 12 questions question NOUN istl-1702 61 13 about about ADP istl-1702 61 14 python python NOUN istl-1702 61 15 , , PUNCT istl-1702 61 16 the the DET istl-1702 61 17 link link NOUN istl-1702 61 18 for for ADP istl-1702 61 19 which which PRON istl-1702 61 20 can can AUX istl-1702 61 21 be be AUX istl-1702 61 22 found find VERB istl-1702 61 23 on on ADP istl-1702 61 24 the the DET istl-1702 61 25 site site NOUN istl-1702 61 26 's 's PART istl-1702 61 27 welcome welcome ADJ istl-1702 61 28 page page NOUN istl-1702 61 29 . . PUNCT istl-1702 61 30     SPACE istl-1702 61 31 natural natural ADJ istl-1702 61 32 language language NOUN istl-1702 61 33 processing processing NOUN istl-1702 61 34 with with ADP istl-1702 61 35 python python NOUN istl-1702 61 36 http://www.nltk.org/book/ http://www.nltk.org/book/ ADV istl-1702 61 37 written write VERB istl-1702 61 38 by by ADP istl-1702 61 39 dr dr PROPN istl-1702 61 40 . . PROPN istl-1702 61 41 steven steven PROPN istl-1702 61 42 bird bird PROPN istl-1702 61 43 ( ( PUNCT istl-1702 61 44 university university NOUN istl-1702 61 45 of of ADP istl-1702 61 46 melbourne melbourne PROPN istl-1702 61 47 ) ) PUNCT istl-1702 61 48 , , PUNCT istl-1702 61 49 dr dr PROPN istl-1702 61 50 . . PROPN istl-1702 61 51 ewan ewan PROPN istl-1702 61 52 klein klein PROPN istl-1702 61 53 ( ( PUNCT istl-1702 61 54 university university PROPN istl-1702 61 55 of of ADP istl-1702 61 56 edinburgh edinburgh PROPN istl-1702 61 57 ) ) PUNCT istl-1702 61 58 and and CCONJ istl-1702 61 59 dr dr PROPN istl-1702 61 60 . . PROPN istl-1702 61 61 edward edward PROPN istl-1702 61 62 loper loper PROPN istl-1702 61 63 ( ( PUNCT istl-1702 61 64 bbn bbn PROPN istl-1702 61 65 technologies technology NOUN istl-1702 61 66 ) ) PUNCT istl-1702 61 67 , , PUNCT istl-1702 61 68 natural natural ADJ istl-1702 61 69 language language NOUN istl-1702 61 70 processing processing NOUN istl-1702 61 71 with with ADP istl-1702 61 72 python python NOUN istl-1702 61 73 is be AUX istl-1702 61 74 a a DET istl-1702 61 75 freely freely ADV istl-1702 61 76 available available ADJ istl-1702 61 77 introductory introductory ADJ istl-1702 61 78 text text NOUN istl-1702 61 79 to to ADP istl-1702 61 80 using use VERB istl-1702 61 81 the the DET istl-1702 61 82 natural natural ADJ istl-1702 61 83 language language NOUN istl-1702 61 84 tool tool NOUN istl-1702 61 85 kit kit NOUN istl-1702 61 86 with with ADP istl-1702 61 87 the the DET istl-1702 61 88 programing program VERB istl-1702 61 89 language language NOUN istl-1702 61 90 python python NOUN istl-1702 61 91 . . PUNCT istl-1702 62 1 intended intend VERB istl-1702 62 2 as as ADP istl-1702 62 3 a a DET istl-1702 62 4 practical practical ADJ istl-1702 62 5 introduction introduction NOUN istl-1702 62 6 , , PUNCT istl-1702 62 7 the the DET istl-1702 62 8 book book NOUN istl-1702 62 9 contains contain VERB istl-1702 62 10 numerous numerous ADJ istl-1702 62 11 examples example NOUN istl-1702 62 12 and and CCONJ istl-1702 62 13 exercises exercise NOUN istl-1702 62 14 . . PUNCT istl-1702 62 15     SPACE istl-1702 63 1 the the DET istl-1702 63 2 programing program VERB istl-1702 63 3 historian historian NOUN istl-1702 63 4 http://programminghistorian.org/ http://programminghistorian.org/ VERB istl-1702 63 5 this this DET istl-1702 63 6 open open ADJ istl-1702 63 7 access access NOUN istl-1702 63 8 journal journal NOUN istl-1702 63 9 provides provide VERB istl-1702 63 10 beginner beginner NOUN istl-1702 63 11 - - PUNCT istl-1702 63 12 friendly friendly ADJ istl-1702 63 13 , , PUNCT istl-1702 63 14 peer peer NOUN istl-1702 63 15 - - PUNCT istl-1702 63 16 reviewed review VERB istl-1702 63 17 tutorials tutorial NOUN istl-1702 63 18 on on ADP istl-1702 63 19 many many ADJ istl-1702 63 20 different different ADJ istl-1702 63 21 digital digital ADJ istl-1702 63 22 tools tool NOUN istl-1702 63 23 . . PUNCT istl-1702 64 1 the the DET istl-1702 64 2 editorial editorial ADJ istl-1702 64 3 board board NOUN istl-1702 64 4 is be AUX istl-1702 64 5 made make VERB istl-1702 64 6 up up ADP istl-1702 64 7 of of ADP istl-1702 64 8 history history NOUN istl-1702 64 9 and and CCONJ istl-1702 64 10 digital digital ADJ istl-1702 64 11 humanities humanity NOUN istl-1702 64 12 professors professor NOUN istl-1702 64 13 and and CCONJ istl-1702 64 14 professionals professional NOUN istl-1702 64 15 from from ADP istl-1702 64 16 across across ADP istl-1702 64 17 the the DET istl-1702 64 18 country country NOUN istl-1702 64 19 . . PUNCT istl-1702 65 1 examples example NOUN istl-1702 65 2 of of ADP istl-1702 65 3 lesson lesson NOUN istl-1702 65 4 topics topic NOUN istl-1702 65 5 include include VERB istl-1702 65 6 apis apis PROPN istl-1702 65 7 and and CCONJ istl-1702 65 8 mallet mallet NOUN istl-1702 65 9 . . PUNCT istl-1702 65 10     SPACE istl-1702 66 1 sapping sap VERB istl-1702 66 2 attention attention NOUN istl-1702 66 3 http://sappingattention.blogspot.com/ http://sappingattention.blogspot.com/ PROPN istl-1702 66 4 sapping sapping NOUN istl-1702 66 5 attention attention NOUN istl-1702 66 6 is be AUX istl-1702 66 7 written write VERB istl-1702 66 8 by by ADP istl-1702 66 9 ben ben PROPN istl-1702 66 10 schmidt schmidt PROPN istl-1702 66 11 , , PUNCT istl-1702 66 12 an an DET istl-1702 66 13 assistant assistant NOUN istl-1702 66 14 professor professor NOUN istl-1702 66 15 of of ADP istl-1702 66 16 history history NOUN istl-1702 66 17 at at ADP istl-1702 66 18 northeastern northeastern ADJ istl-1702 66 19 university university PROPN istl-1702 66 20 . . PUNCT istl-1702 67 1 topics topic NOUN istl-1702 67 2 covered cover VERB istl-1702 67 3 in in ADP istl-1702 67 4 the the DET istl-1702 67 5 blog blog NOUN istl-1702 67 6 include include VERB istl-1702 67 7 digital digital ADJ istl-1702 67 8 humanities humanity NOUN istl-1702 67 9 , , PUNCT istl-1702 67 10 text text NOUN istl-1702 67 11 mining mining NOUN istl-1702 67 12 , , PUNCT istl-1702 67 13 and and CCONJ istl-1702 67 14 data datum NOUN istl-1702 67 15 visualization visualization NOUN istl-1702 67 16 . . PUNCT istl-1702 68 1 dr dr PROPN istl-1702 68 2 . . PROPN istl-1702 68 3 schmidt schmidt PROPN istl-1702 68 4 frequently frequently ADV istl-1702 68 5 discusses discuss VERB istl-1702 68 6 the the DET istl-1702 68 7 visualization visualization NOUN istl-1702 68 8 tool tool NOUN istl-1702 68 9 bookworm bookworm NOUN istl-1702 68 10 and and CCONJ istl-1702 68 11 the the DET istl-1702 68 12 different different ADJ istl-1702 68 13 ways way NOUN istl-1702 68 14 it it PRON istl-1702 68 15 can can AUX istl-1702 68 16 be be AUX istl-1702 68 17 used use VERB istl-1702 68 18 . . PUNCT istl-1702 68 19     SPACE istl-1702 69 1 the the DET istl-1702 69 2 stone stone NOUN istl-1702 69 3 and and CCONJ istl-1702 69 4 shell shell VERB istl-1702 69 5 https://tedunderwood.com/ https://tedunderwood.com/ PROPN istl-1702 69 6 the the DET istl-1702 69 7 stone stone NOUN istl-1702 69 8 and and CCONJ istl-1702 69 9 shell shell NOUN istl-1702 69 10 is be AUX istl-1702 69 11 written write VERB istl-1702 69 12 by by ADP istl-1702 69 13 ted ted PROPN istl-1702 69 14 underwood underwood PROPN istl-1702 69 15 , , PUNCT istl-1702 69 16 a a DET istl-1702 69 17 teacher teacher NOUN istl-1702 69 18 of of ADP istl-1702 69 19 english english PROPN istl-1702 69 20 literature literature NOUN istl-1702 69 21 at at ADP istl-1702 69 22 the the DET istl-1702 69 23 university university PROPN istl-1702 69 24 of of ADP istl-1702 69 25 illinois illinois PROPN istl-1702 69 26 urbana urbana PROPN istl-1702 69 27 - - PUNCT istl-1702 69 28 champaign champaign PROPN istl-1702 69 29 . . PUNCT istl-1702 70 1 his his PRON istl-1702 70 2 blog blog NOUN istl-1702 70 3 focuses focus VERB istl-1702 70 4 on on ADP istl-1702 70 5 his his PRON istl-1702 70 6 research research NOUN istl-1702 70 7 into into ADP istl-1702 70 8 text text NOUN istl-1702 70 9 analysis analysis NOUN istl-1702 70 10 and and CCONJ istl-1702 70 11 digital digital ADJ istl-1702 70 12 humanities humanity NOUN istl-1702 70 13 . . PUNCT istl-1702 71 1 the the DET istl-1702 71 2 entry entry NOUN istl-1702 71 3 titled title VERB istl-1702 71 4 " " PUNCT istl-1702 71 5 where where SCONJ istl-1702 71 6 to to PART istl-1702 71 7 start start VERB istl-1702 71 8 with with ADP istl-1702 71 9 text text NOUN istl-1702 71 10 mining mining NOUN istl-1702 71 11 " " PUNCT istl-1702 71 12 is be AUX istl-1702 71 13 an an DET istl-1702 71 14 excellent excellent ADJ istl-1702 71 15 overview overview NOUN istl-1702 71 16 of of ADP istl-1702 71 17 text text NOUN istl-1702 71 18 mining mining NOUN istl-1702 71 19 and and CCONJ istl-1702 71 20 its its PRON istl-1702 71 21 potential potential ADJ istl-1702 71 22 uses use NOUN istl-1702 71 23 . . PUNCT istl-1702 71 24     SPACE istl-1702 72 1 text text NOUN istl-1702 72 2 mining mining NOUN istl-1702 72 3 , , PUNCT istl-1702 72 4 analytics analytic NOUN istl-1702 72 5 & & CCONJ istl-1702 72 6 more more ADJ istl-1702 72 7 http://text-analytics101.rxnlp.com/ http://text-analytics101.rxnlp.com/ NOUN istl-1702 72 8 written write VERB istl-1702 72 9 by by ADP istl-1702 72 10 dr dr PROPN istl-1702 72 11 . . PROPN istl-1702 72 12 kavita kavita PROPN istl-1702 72 13 ganesan ganesan PROPN istl-1702 72 14 , , PUNCT istl-1702 72 15 a a DET istl-1702 72 16 senior senior ADJ istl-1702 72 17 data data NOUN istl-1702 72 18 scientist scientist NOUN istl-1702 72 19 at at ADP istl-1702 72 20 github github PROPN istl-1702 72 21 , , PUNCT istl-1702 72 22 this this DET istl-1702 72 23 blog blog NOUN istl-1702 72 24 contains contain VERB istl-1702 72 25 posts post NOUN istl-1702 72 26 on on ADP istl-1702 72 27 text text NOUN istl-1702 72 28 mining mining NOUN istl-1702 72 29 from from ADP istl-1702 72 30 the the DET istl-1702 72 31 basics basic NOUN istl-1702 72 32 through through ADP istl-1702 72 33 advanced advanced ADJ istl-1702 72 34 . . PUNCT istl-1702 73 1 in in ADP istl-1702 73 2 addition addition NOUN istl-1702 73 3 to to ADP istl-1702 73 4 her her PRON istl-1702 73 5 own own ADJ istl-1702 73 6 advice advice NOUN istl-1702 73 7 , , PUNCT istl-1702 73 8 dr dr PROPN istl-1702 73 9 . . PROPN istl-1702 73 10 ganesan ganesan PROPN istl-1702 73 11 includes include VERB istl-1702 73 12 a a DET istl-1702 73 13 list list NOUN istl-1702 73 14 of of ADP istl-1702 73 15 tutorials tutorial NOUN istl-1702 73 16 and and CCONJ istl-1702 73 17 articles article NOUN istl-1702 73 18 related relate VERB istl-1702 73 19 to to ADP istl-1702 73 20 text text NOUN istl-1702 73 21 mining mining NOUN istl-1702 73 22 as as ADV istl-1702 73 23 well well ADV istl-1702 73 24 as as ADP istl-1702 73 25 a a DET istl-1702 73 26 list list NOUN istl-1702 73 27 of of ADP istl-1702 73 28 text text NOUN istl-1702 73 29 mining mining NOUN istl-1702 73 30 resources resource NOUN istl-1702 73 31 . . PUNCT istl-1702 73 32     SPACE istl-1702 74 1 sources source NOUN istl-1702 74 2 of of ADP istl-1702 74 3 text text NOUN istl-1702 74 4 library library NOUN istl-1702 74 5 databases database VERB istl-1702 74 6 elsevier elsevi ADJ istl-1702 74 7 https://www.elsevier.com/about/company-information/policies/text-and-data-mining https://www.elsevier.com/about/company-information/policies/text-and-data-mining NOUN istl-1702 74 8 elsevier elsevi ADJ istl-1702 74 9 allows allow VERB istl-1702 74 10 text text NOUN istl-1702 74 11 mining mining NOUN istl-1702 74 12 of of ADP istl-1702 74 13 library library NOUN istl-1702 74 14 subscribed subscribe VERB istl-1702 74 15 content content NOUN istl-1702 74 16 for for ADP istl-1702 74 17 non non ADJ istl-1702 74 18 - - ADJ istl-1702 74 19 commercial commercial ADJ istl-1702 74 20 use use NOUN istl-1702 74 21 . . PUNCT istl-1702 75 1 its its PRON istl-1702 75 2 data datum NOUN istl-1702 75 3 and and CCONJ istl-1702 75 4 full full ADJ istl-1702 75 5 text text NOUN istl-1702 75 6 in in ADP istl-1702 75 7 xml xml NOUN istl-1702 75 8 format format NOUN istl-1702 75 9 can can AUX istl-1702 75 10 be be AUX istl-1702 75 11 accessed access VERB istl-1702 75 12 through through ADP istl-1702 75 13 the the DET istl-1702 75 14 sciencedirect sciencedirect NOUN istl-1702 75 15 api api NOUN istl-1702 75 16 which which PRON istl-1702 75 17 a a DET istl-1702 75 18 researcher researcher NOUN istl-1702 75 19 can can AUX istl-1702 75 20 register register VERB istl-1702 75 21 for for ADP istl-1702 75 22 through through ADP istl-1702 75 23 the the DET istl-1702 75 24 developer developer NOUN istl-1702 75 25 's 's PART istl-1702 75 26 web web NOUN istl-1702 75 27 site site NOUN istl-1702 75 28 . . PUNCT istl-1702 75 29     SPACE istl-1702 76 1 jstor jstor NOUN istl-1702 76 2 data datum NOUN istl-1702 76 3 for for ADP istl-1702 76 4 research research NOUN istl-1702 76 5 http://dfr.jstor.org/ http://dfr.jstor.org/ NOUN istl-1702 76 6 data datum NOUN istl-1702 76 7 for for ADP istl-1702 76 8 research research NOUN istl-1702 76 9 is be AUX istl-1702 76 10 a a DET istl-1702 76 11 free free ADJ istl-1702 76 12 service service NOUN istl-1702 76 13 through through ADP istl-1702 76 14 jstor jstor NOUN istl-1702 76 15 , , PUNCT istl-1702 76 16 the the DET istl-1702 76 17 digital digital ADJ istl-1702 76 18 library library NOUN istl-1702 76 19 of of ADP istl-1702 76 20 academic academic ADJ istl-1702 76 21 articles article NOUN istl-1702 76 22 and and CCONJ istl-1702 76 23 texts text NOUN istl-1702 76 24 from from ADP istl-1702 76 25 the the DET istl-1702 76 26 non non ADJ istl-1702 76 27 - - ADJ istl-1702 76 28 profit profit ADJ istl-1702 76 29 ithaka ithaka NOUN istl-1702 76 30 . . PUNCT istl-1702 77 1 through through ADP istl-1702 77 2 jstor jstor PROPN istl-1702 77 3 's 's PART istl-1702 77 4 interface interface NOUN istl-1702 77 5 users user NOUN istl-1702 77 6 can can AUX istl-1702 77 7 download download VERB istl-1702 77 8 metadata metadata PROPN istl-1702 77 9 , , PUNCT istl-1702 77 10 word word NOUN istl-1702 77 11 frequencies frequency NOUN istl-1702 77 12 , , PUNCT istl-1702 77 13 citations citation NOUN istl-1702 77 14 , , PUNCT istl-1702 77 15 key key ADJ istl-1702 77 16 terms term NOUN istl-1702 77 17 , , PUNCT istl-1702 77 18 and and CCONJ istl-1702 77 19 n n NOUN istl-1702 77 20 - - PUNCT istl-1702 77 21 grams gram NOUN istl-1702 77 22 of of ADP istl-1702 77 23 up up ADP istl-1702 77 24 to to PART istl-1702 77 25 1,000 1,000 NUM istl-1702 77 26 documents document NOUN istl-1702 77 27 . . PUNCT istl-1702 78 1 if if SCONJ istl-1702 78 2 researchers researcher NOUN istl-1702 78 3 have have VERB istl-1702 78 4 special special ADJ istl-1702 78 5 requirements requirement NOUN istl-1702 78 6 or or CCONJ istl-1702 78 7 would would AUX istl-1702 78 8 like like VERB istl-1702 78 9 to to PART istl-1702 78 10 work work VERB istl-1702 78 11 with with ADP istl-1702 78 12 more more ADJ istl-1702 78 13 than than ADP istl-1702 78 14 1,000 1,000 NUM istl-1702 78 15 documents document NOUN istl-1702 78 16 , , PUNCT istl-1702 78 17 they they PRON istl-1702 78 18 can can AUX istl-1702 78 19 contact contact VERB istl-1702 78 20 support@ithaka.org support@ithaka.org NOUN istl-1702 78 21 for for ADP istl-1702 78 22 more more ADJ istl-1702 78 23 information information NOUN istl-1702 78 24 . . PUNCT istl-1702 78 25     SPACE istl-1702 79 1 proquest proqu ADJ istl-1702 79 2 historical historical ADJ istl-1702 79 3 newspapers newspaper NOUN istl-1702 79 4 http://www.proquest.com/about/terms-and-conditions.html http://www.proquest.com/about/terms-and-conditions.html PROPN istl-1702 79 5 proquest proquest PROPN istl-1702 79 6 allows allow VERB istl-1702 79 7 for for ADP istl-1702 79 8 text text NOUN istl-1702 79 9 mining mining NOUN istl-1702 79 10 of of ADP istl-1702 79 11 select select ADJ istl-1702 79 12 newspapers newspaper NOUN istl-1702 79 13 in in ADP istl-1702 79 14 the the DET istl-1702 79 15 historical historical ADJ istl-1702 79 16 newspapers newspaper NOUN istl-1702 79 17 collection collection NOUN istl-1702 79 18 within within ADP istl-1702 79 19 specific specific ADJ istl-1702 79 20 time time NOUN istl-1702 79 21 ranges range NOUN istl-1702 79 22 . . PUNCT istl-1702 80 1 researchers researcher NOUN istl-1702 80 2 that that PRON istl-1702 80 3 are be AUX istl-1702 80 4 interested interested ADJ istl-1702 80 5 in in ADP istl-1702 80 6 using use VERB istl-1702 80 7 these these DET istl-1702 80 8 works work NOUN istl-1702 80 9 should should AUX istl-1702 80 10 discuss discuss VERB istl-1702 80 11 it it PRON istl-1702 80 12 with with ADP istl-1702 80 13 their their PRON istl-1702 80 14 institution institution NOUN istl-1702 80 15 's 's PART istl-1702 80 16 library library NOUN istl-1702 80 17 , , PUNCT istl-1702 80 18 as as SCONJ istl-1702 80 19 the the DET istl-1702 80 20 library library NOUN istl-1702 80 21 will will AUX istl-1702 80 22 need need VERB istl-1702 80 23 to to PART istl-1702 80 24 mediate mediate VERB istl-1702 80 25 the the DET istl-1702 80 26 access access NOUN istl-1702 80 27 according accord VERB istl-1702 80 28 to to ADP istl-1702 80 29 their their PRON istl-1702 80 30 license license NOUN istl-1702 80 31 agreement agreement NOUN istl-1702 80 32 with with ADP istl-1702 80 33 proquest proquest PROPN istl-1702 80 34 . . PUNCT istl-1702 80 35     SPACE istl-1702 81 1 springerlink springerlink NOUN istl-1702 81 2 http://www.springer.com/gp/rights-permissions/springer-s-text-and-data-mining-policy/29056 http://www.springer.com/gp/rights-permissions/springer-s-text-and-data-mining-policy/29056 PROPN istl-1702 81 3 springerlink springerlink NOUN istl-1702 81 4 allows allow VERB istl-1702 81 5 text text NOUN istl-1702 81 6 mining mining NOUN istl-1702 81 7 of of ADP istl-1702 81 8 library library NOUN istl-1702 81 9 subscribed subscribe VERB istl-1702 81 10 content content NOUN istl-1702 81 11 for for ADP istl-1702 81 12 non non ADJ istl-1702 81 13 - - ADJ istl-1702 81 14 commercial commercial ADJ istl-1702 81 15 purposes purpose NOUN istl-1702 81 16 . . PUNCT istl-1702 82 1 while while SCONJ istl-1702 82 2 springerlink springerlink NOUN istl-1702 82 3 does do AUX istl-1702 82 4 have have VERB istl-1702 82 5 a a DET istl-1702 82 6 metadata metadata ADJ istl-1702 82 7 api api NOUN istl-1702 82 8 , , PUNCT istl-1702 82 9 researchers researcher NOUN istl-1702 82 10 are be AUX istl-1702 82 11 encouraged encourage VERB istl-1702 82 12 to to PART istl-1702 82 13 download download VERB istl-1702 82 14 content content NOUN istl-1702 82 15 directly directly ADV istl-1702 82 16 from from ADP istl-1702 82 17 the the DET istl-1702 82 18 springerlink springerlink NOUN istl-1702 82 19 platform platform NOUN istl-1702 82 20 . . PUNCT istl-1702 82 21     SPACE istl-1702 83 1 online online ADJ istl-1702 83 2 sources source NOUN istl-1702 83 3 historical historical ADJ istl-1702 83 4 online online NOUN istl-1702 83 5 sources source NOUN istl-1702 83 6 the the DET istl-1702 83 7 following follow VERB istl-1702 83 8 resources resource NOUN istl-1702 83 9 contain contain VERB istl-1702 83 10 text text NOUN istl-1702 83 11 that that PRON istl-1702 83 12 can can AUX istl-1702 83 13 be be AUX istl-1702 83 14 used use VERB istl-1702 83 15 with with ADP istl-1702 83 16 text text NOUN istl-1702 83 17 mining mining NOUN istl-1702 83 18 to to PART istl-1702 83 19 include include VERB istl-1702 83 20 historical historical ADJ istl-1702 83 21 views view NOUN istl-1702 83 22 on on ADP istl-1702 83 23 topics topic NOUN istl-1702 83 24 . . PUNCT istl-1702 84 1 this this PRON istl-1702 84 2 allows allow VERB istl-1702 84 3 researchers researcher NOUN istl-1702 84 4 to to PART istl-1702 84 5 see see VERB istl-1702 84 6 how how SCONJ istl-1702 84 7 topics topic NOUN istl-1702 84 8 of of ADP istl-1702 84 9 interest interest NOUN istl-1702 84 10 has have AUX istl-1702 84 11 changed change VERB istl-1702 84 12 over over ADP istl-1702 84 13 time time NOUN istl-1702 84 14 , , PUNCT istl-1702 84 15 to to PART istl-1702 84 16 identify identify VERB istl-1702 84 17 when when SCONJ istl-1702 84 18 it it PRON istl-1702 84 19 became become VERB istl-1702 84 20 popular popular ADJ istl-1702 84 21 in in ADP istl-1702 84 22 the the DET istl-1702 84 23 various various ADJ istl-1702 84 24 literature literature NOUN istl-1702 84 25 , , PUNCT istl-1702 84 26 or or CCONJ istl-1702 84 27 to to PART istl-1702 84 28 identify identify VERB istl-1702 84 29 any any DET istl-1702 84 30 increases increase NOUN istl-1702 84 31 or or CCONJ istl-1702 84 32 decrease decrease NOUN istl-1702 84 33 in in ADP istl-1702 84 34 the the DET istl-1702 84 35 popularity popularity NOUN istl-1702 84 36 of of ADP istl-1702 84 37 a a DET istl-1702 84 38 topic topic NOUN istl-1702 84 39 over over ADP istl-1702 84 40 time time NOUN istl-1702 84 41 . . PUNCT istl-1702 85 1 the the DET istl-1702 85 2 american american ADJ istl-1702 85 3 presidency presidency NOUN istl-1702 85 4 project project NOUN istl-1702 85 5 http://www.presidency.ucsb.edu/ http://www.presidency.ucsb.edu/ PROPN istl-1702 85 6 the the DET istl-1702 85 7 american american ADJ istl-1702 85 8 presidency presidency NOUN istl-1702 85 9 project project NOUN istl-1702 85 10 is be AUX istl-1702 85 11 a a DET istl-1702 85 12 database database NOUN istl-1702 85 13 of of ADP istl-1702 85 14 presidential presidential ADJ istl-1702 85 15 documents document NOUN istl-1702 85 16 that that PRON istl-1702 85 17 ranges range VERB istl-1702 85 18 from from ADP istl-1702 85 19 president president PROPN istl-1702 85 20 washington washington PROPN istl-1702 85 21 's 's PART istl-1702 85 22 inaugural inaugural ADJ istl-1702 85 23 address address NOUN istl-1702 85 24 and and CCONJ istl-1702 85 25 state state NOUN istl-1702 85 26 of of ADP istl-1702 85 27 the the DET istl-1702 85 28 union union NOUN istl-1702 85 29 speeches speech NOUN istl-1702 85 30 through through ADP istl-1702 85 31 president president PROPN istl-1702 85 32 obama obama PROPN istl-1702 85 33 . . PUNCT istl-1702 86 1 additionally additionally ADV istl-1702 86 2 the the DET istl-1702 86 3 database database NOUN istl-1702 86 4 contains contain VERB istl-1702 86 5 executive executive ADJ istl-1702 86 6 orders order NOUN istl-1702 86 7 , , PUNCT istl-1702 86 8 proclamations proclamation NOUN istl-1702 86 9 , , PUNCT istl-1702 86 10 and and CCONJ istl-1702 86 11 many many ADJ istl-1702 86 12 other other ADJ istl-1702 86 13 documents document NOUN istl-1702 86 14 of of ADP istl-1702 86 15 past past ADJ istl-1702 86 16 american american ADJ istl-1702 86 17 presidents president NOUN istl-1702 86 18 . . PUNCT istl-1702 87 1 users user NOUN istl-1702 87 2 could could AUX istl-1702 87 3 potentially potentially ADV istl-1702 87 4 text text VERB istl-1702 87 5 mine mine NOUN istl-1702 87 6 these these DET istl-1702 87 7 resources resource NOUN istl-1702 87 8 to to PART istl-1702 87 9 discover discover VERB istl-1702 87 10 when when SCONJ istl-1702 87 11 a a DET istl-1702 87 12 particular particular ADJ istl-1702 87 13 science science NOUN istl-1702 87 14 or or CCONJ istl-1702 87 15 technology technology NOUN istl-1702 87 16 entered enter VERB istl-1702 87 17 the the DET istl-1702 87 18 national national ADJ istl-1702 87 19 dialogue dialogue NOUN istl-1702 87 20 . . PUNCT istl-1702 87 21     SPACE istl-1702 88 1 chronicling chronicle VERB istl-1702 88 2 america america PROPN istl-1702 88 3 http://chroniclingamerica.loc.gov/ http://chroniclingamerica.loc.gov/ PROPN istl-1702 88 4 chronicling chronicling PROPN istl-1702 88 5 america america PROPN istl-1702 88 6 is be AUX istl-1702 88 7 a a DET istl-1702 88 8 database database NOUN istl-1702 88 9 of of ADP istl-1702 88 10 american american PROPN istl-1702 88 11 historical historical ADJ istl-1702 88 12 newspapers newspaper NOUN istl-1702 88 13 produced produce VERB istl-1702 88 14 by by ADP istl-1702 88 15 the the DET istl-1702 88 16 national national PROPN istl-1702 88 17 digital digital PROPN istl-1702 88 18 newspaper newspaper NOUN istl-1702 88 19 program program NOUN istl-1702 88 20 . . PUNCT istl-1702 89 1 included include VERB istl-1702 89 2 is be AUX istl-1702 89 3 the the DET istl-1702 89 4 newspaper newspaper NOUN istl-1702 89 5 title title NOUN istl-1702 89 6 directory directory NOUN istl-1702 89 7 , , PUNCT istl-1702 89 8 which which PRON istl-1702 89 9 contains contain VERB istl-1702 89 10 information information NOUN istl-1702 89 11 about about ADP istl-1702 89 12 papers paper NOUN istl-1702 89 13 published publish VERB istl-1702 89 14 between between ADP istl-1702 89 15 1690 1690 NUM istl-1702 89 16 and and CCONJ istl-1702 89 17 the the DET istl-1702 89 18 present present NOUN istl-1702 89 19 , , PUNCT istl-1702 89 20 as as ADV istl-1702 89 21 well well ADV istl-1702 89 22 as as ADP istl-1702 89 23 over over ADP istl-1702 89 24 2,000 2,000 NUM istl-1702 89 25 full full ADJ istl-1702 89 26 text text NOUN istl-1702 89 27 searchable searchable ADJ istl-1702 89 28 digitized digitize VERB istl-1702 89 29 newspapers newspaper NOUN istl-1702 89 30 . . PUNCT istl-1702 90 1 chronicling chronicle VERB istl-1702 90 2 america america PROPN istl-1702 90 3 has have VERB istl-1702 90 4 its its PRON istl-1702 90 5 own own ADJ istl-1702 90 6 free free ADJ istl-1702 90 7 - - PUNCT istl-1702 90 8 to to ADP istl-1702 90 9 - - PUNCT istl-1702 90 10 use use NOUN istl-1702 90 11 api api NOUN istl-1702 90 12 . . PUNCT istl-1702 91 1 potential potential ADJ istl-1702 91 2 text text NOUN istl-1702 91 3 mining mining NOUN istl-1702 91 4 projects project NOUN istl-1702 91 5 could could AUX istl-1702 91 6 look look VERB istl-1702 91 7 for for ADP istl-1702 91 8 when when SCONJ istl-1702 91 9 science science NOUN istl-1702 91 10 and and CCONJ istl-1702 91 11 technology technology NOUN istl-1702 91 12 topics topic NOUN istl-1702 91 13 begin begin VERB istl-1702 91 14 appearing appear VERB istl-1702 91 15 in in ADP istl-1702 91 16 newspapers newspaper NOUN istl-1702 91 17 as as ADV istl-1702 91 18 well well ADV istl-1702 91 19 as as ADP istl-1702 91 20 how how SCONJ istl-1702 91 21 discussions discussion NOUN istl-1702 91 22 of of ADP istl-1702 91 23 that that DET istl-1702 91 24 topic topic NOUN istl-1702 91 25 have have AUX istl-1702 91 26 changed change VERB istl-1702 91 27 over over ADP istl-1702 91 28 time time NOUN istl-1702 91 29 . . PUNCT istl-1702 91 30     SPACE istl-1702 92 1 hathi hathi PROPN istl-1702 92 2 trust trust PROPN istl-1702 92 3 https://www.hathitrust.org/data https://www.hathitrust.org/data X istl-1702 92 4 online online ADJ istl-1702 92 5 repository repository NOUN istl-1702 92 6 that that PRON istl-1702 92 7 began begin VERB istl-1702 92 8 in in ADP istl-1702 92 9 2008 2008 NUM istl-1702 92 10 and and CCONJ istl-1702 92 11 provides provide VERB istl-1702 92 12 long long ADJ istl-1702 92 13 - - PUNCT istl-1702 92 14 term term NOUN istl-1702 92 15 preservation preservation NOUN istl-1702 92 16 and and CCONJ istl-1702 92 17 access access NOUN istl-1702 92 18 to to ADP istl-1702 92 19 both both CCONJ istl-1702 92 20 public public ADJ istl-1702 92 21 domain domain NOUN istl-1702 92 22 and and CCONJ istl-1702 92 23 in in ADP istl-1702 92 24 - - PUNCT istl-1702 92 25 copyright copyright NOUN istl-1702 92 26 items item NOUN istl-1702 92 27 from from ADP istl-1702 92 28 a a DET istl-1702 92 29 variety variety NOUN istl-1702 92 30 sources source NOUN istl-1702 92 31 that that PRON istl-1702 92 32 include include VERB istl-1702 92 33 google google PROPN istl-1702 92 34 , , PUNCT istl-1702 92 35 the the DET istl-1702 92 36 internet internet NOUN istl-1702 92 37 archive archive NOUN istl-1702 92 38 , , PUNCT istl-1702 92 39 and and CCONJ istl-1702 92 40 partner partner NOUN istl-1702 92 41 institutions institution NOUN istl-1702 92 42 . . PUNCT istl-1702 93 1 the the DET istl-1702 93 2 public public ADJ istl-1702 93 3 domain domain NOUN istl-1702 93 4 works work NOUN istl-1702 93 5 of of ADP istl-1702 93 6 the the DET istl-1702 93 7 collection collection NOUN istl-1702 93 8 are be AUX istl-1702 93 9 available available ADJ istl-1702 93 10 for for ADP istl-1702 93 11 research research NOUN istl-1702 93 12 purposes purpose NOUN istl-1702 93 13 and and CCONJ istl-1702 93 14 can can AUX istl-1702 93 15 be be AUX istl-1702 93 16 downloaded download VERB istl-1702 93 17 in in ADP istl-1702 93 18 small small ADJ istl-1702 93 19 sets set NOUN istl-1702 93 20 with with ADP istl-1702 93 21 hathi hathi PROPN istl-1702 93 22 trust trust PROPN istl-1702 93 23 's 's PART istl-1702 93 24 data datum NOUN istl-1702 93 25 api api NOUN istl-1702 93 26 , , PUNCT istl-1702 93 27 as as SCONJ istl-1702 93 28 the the DET istl-1702 93 29 complete complete ADJ istl-1702 93 30 data data NOUN istl-1702 93 31 set set VERB istl-1702 93 32 , , PUNCT istl-1702 93 33 or or CCONJ istl-1702 93 34 a a DET istl-1702 93 35 custom custom NOUN istl-1702 93 36 data datum NOUN istl-1702 93 37 set set VERB istl-1702 93 38 . . PUNCT istl-1702 94 1 examples example NOUN istl-1702 94 2 of of ADP istl-1702 94 3 resources resource NOUN istl-1702 94 4 that that PRON istl-1702 94 5 could could AUX istl-1702 94 6 be be AUX istl-1702 94 7 of of ADP istl-1702 94 8 interest interest NOUN istl-1702 94 9 to to ADP istl-1702 94 10 science science NOUN istl-1702 94 11 researchers researcher NOUN istl-1702 94 12 include include VERB istl-1702 94 13 proceedings proceeding NOUN istl-1702 94 14 of of ADP istl-1702 94 15 the the DET istl-1702 94 16 ocean ocean NOUN istl-1702 94 17 drilling drilling NOUN istl-1702 94 18 program program NOUN istl-1702 94 19 and and CCONJ istl-1702 94 20 botany botany NOUN istl-1702 94 21 text text NOUN istl-1702 94 22 books book NOUN istl-1702 94 23 going go VERB istl-1702 94 24 back back ADV istl-1702 94 25 to to ADP istl-1702 94 26 1840 1840 NUM istl-1702 94 27 . . PUNCT istl-1702 94 28     SPACE istl-1702 95 1 project project PROPN istl-1702 95 2 gutenberg gutenberg PROPN istl-1702 95 3 http://www.gutenberg.org/wiki/main_page http://www.gutenberg.org/wiki/main_page NOUN istl-1702 95 4 project project NOUN istl-1702 95 5 gutenberg gutenberg PROPN istl-1702 95 6 was be AUX istl-1702 95 7 the the DET istl-1702 95 8 first first ADJ istl-1702 95 9 provider provider NOUN istl-1702 95 10 of of ADP istl-1702 95 11 free free ADJ istl-1702 95 12 e e NOUN istl-1702 95 13 - - NOUN istl-1702 95 14 books book NOUN istl-1702 95 15 . . PUNCT istl-1702 96 1 it it PRON istl-1702 96 2 contains contain VERB istl-1702 96 3 over over ADP istl-1702 96 4 50,000 50,000 NUM istl-1702 96 5 works work NOUN istl-1702 96 6 covering cover VERB istl-1702 96 7 a a DET istl-1702 96 8 broad broad ADJ istl-1702 96 9 range range NOUN istl-1702 96 10 of of ADP istl-1702 96 11 topics topic NOUN istl-1702 96 12 that that PRON istl-1702 96 13 are be AUX istl-1702 96 14 out out ADP istl-1702 96 15 of of ADP istl-1702 96 16 copyright copyright NOUN istl-1702 96 17 , , PUNCT istl-1702 96 18 with with ADP istl-1702 96 19 most most ADJ istl-1702 96 20 dating date VERB istl-1702 96 21 before before ADP istl-1702 96 22 1923 1923 NUM istl-1702 96 23 . . PUNCT istl-1702 97 1 under under ADP istl-1702 97 2 book book NOUN istl-1702 97 3 categories category NOUN istl-1702 97 4 , , PUNCT istl-1702 97 5 users user NOUN istl-1702 97 6 can can AUX istl-1702 97 7 find find VERB istl-1702 97 8 the the DET istl-1702 97 9 science science NOUN istl-1702 97 10 and and CCONJ istl-1702 97 11 technology technology NOUN istl-1702 97 12 bookshelves bookshelf NOUN istl-1702 97 13 which which PRON istl-1702 97 14 are be AUX istl-1702 97 15 further far ADV istl-1702 97 16 broken break VERB istl-1702 97 17 down down ADP istl-1702 97 18 by by ADP istl-1702 97 19 topic topic NOUN istl-1702 97 20 ; ; PUNCT istl-1702 97 21 example example NOUN istl-1702 97 22 topics topic NOUN istl-1702 97 23 include include VERB istl-1702 97 24 botany botany NOUN istl-1702 97 25 and and CCONJ istl-1702 97 26 chemistry chemistry NOUN istl-1702 97 27 . . PUNCT istl-1702 98 1 there there PRON istl-1702 98 2 is be VERB istl-1702 98 3 also also ADV istl-1702 98 4 a a DET istl-1702 98 5 periodicals periodical NOUN istl-1702 98 6 bookshelf bookshelf PRON istl-1702 98 7 , , PUNCT istl-1702 98 8 which which PRON istl-1702 98 9 lists list VERB istl-1702 98 10 the the DET istl-1702 98 11 different different ADJ istl-1702 98 12 periodicals periodical NOUN istl-1702 98 13 found find VERB istl-1702 98 14 at at ADP istl-1702 98 15 project project NOUN istl-1702 98 16 gutenburg gutenburg NOUN istl-1702 98 17 . . PUNCT istl-1702 98 18     SPACE istl-1702 99 1 current current ADJ istl-1702 99 2 online online ADJ istl-1702 99 3 sources source NOUN istl-1702 99 4 the the DET istl-1702 99 5 following follow VERB istl-1702 99 6 resources resource NOUN istl-1702 99 7 are be AUX istl-1702 99 8 for for ADP istl-1702 99 9 those those PRON istl-1702 99 10 that that PRON istl-1702 99 11 are be AUX istl-1702 99 12 focused focus VERB istl-1702 99 13 on on ADP istl-1702 99 14 more more ADJ istl-1702 99 15 current current ADJ istl-1702 99 16 information information NOUN istl-1702 99 17 . . PUNCT istl-1702 100 1 arxiv arxiv NOUN istl-1702 100 2 http://arxiv.org/help/bulk_data http://arxiv.org/help/bulk_data NOUN istl-1702 100 3 arxiv arxiv NOUN istl-1702 100 4 is be AUX istl-1702 100 5 an an DET istl-1702 100 6 open open ADJ istl-1702 100 7 access access NOUN istl-1702 100 8 repository repository NOUN istl-1702 100 9 of of ADP istl-1702 100 10 e e NOUN istl-1702 100 11 - - NOUN istl-1702 100 12 prints print NOUN istl-1702 100 13 in in ADP istl-1702 100 14 the the DET istl-1702 100 15 fields field NOUN istl-1702 100 16 of of ADP istl-1702 100 17 physics physics NOUN istl-1702 100 18 , , PUNCT istl-1702 100 19 mathematics mathematic NOUN istl-1702 100 20 , , PUNCT istl-1702 100 21 computer computer NOUN istl-1702 100 22 science science NOUN istl-1702 100 23 , , PUNCT istl-1702 100 24 quantitative quantitative ADJ istl-1702 100 25 biology biology NOUN istl-1702 100 26 , , PUNCT istl-1702 100 27 quantitative quantitative ADJ istl-1702 100 28 finance finance NOUN istl-1702 100 29 , , PUNCT istl-1702 100 30 and and CCONJ istl-1702 100 31 statistics statistic NOUN istl-1702 100 32 . . PUNCT istl-1702 101 1 the the DET istl-1702 101 2 database database NOUN istl-1702 101 3 has have VERB istl-1702 101 4 its its PRON istl-1702 101 5 own own ADJ istl-1702 101 6 api api NOUN istl-1702 101 7 that that PRON istl-1702 101 8 returns return VERB istl-1702 101 9 results result NOUN istl-1702 101 10 in in ADP istl-1702 101 11 xml xml NOUN istl-1702 101 12 format format NOUN istl-1702 101 13 . . PUNCT istl-1702 102 1 arxiv arxiv PROPN istl-1702 102 2 is be AUX istl-1702 102 3 owned own VERB istl-1702 102 4 and and CCONJ istl-1702 102 5 operated operate VERB istl-1702 102 6 by by ADP istl-1702 102 7 cornell cornell PROPN istl-1702 102 8 university university PROPN istl-1702 102 9 . . PUNCT istl-1702 102 10     SPACE istl-1702 102 11 biomed biome VERB istl-1702 102 12 central central ADJ istl-1702 102 13 http://old.biomedcentral.com/about/datamining http://old.biomedcentral.com/about/datamining NOUN istl-1702 102 14 biomed biome VERB istl-1702 102 15 central central NOUN istl-1702 102 16 is be AUX istl-1702 102 17 an an DET istl-1702 102 18 open open ADJ istl-1702 102 19 access access NOUN istl-1702 102 20 collection collection NOUN istl-1702 102 21 of of ADP istl-1702 102 22 peer peer NOUN istl-1702 102 23 - - PUNCT istl-1702 102 24 reviewed review VERB istl-1702 102 25 research research NOUN istl-1702 102 26 articles article NOUN istl-1702 102 27 with with ADP istl-1702 102 28 a a DET istl-1702 102 29 focus focus NOUN istl-1702 102 30 on on ADP istl-1702 102 31 stm stm NOUN istl-1702 102 32 ( ( PUNCT istl-1702 102 33 science science NOUN istl-1702 102 34 , , PUNCT istl-1702 102 35 technology technology NOUN istl-1702 102 36 , , PUNCT istl-1702 102 37 and and CCONJ istl-1702 102 38 medicine medicine NOUN istl-1702 102 39 ) ) PUNCT istl-1702 102 40 . . PUNCT istl-1702 103 1 its its PRON istl-1702 103 2 license license NOUN istl-1702 103 3 includes include VERB istl-1702 103 4 free free ADJ istl-1702 103 5 distribution distribution NOUN istl-1702 103 6 and and CCONJ istl-1702 103 7 re re NOUN istl-1702 103 8 - - VERB istl-1702 103 9 use use NOUN istl-1702 103 10 of of ADP istl-1702 103 11 both both DET istl-1702 103 12 full full ADJ istl-1702 103 13 text text NOUN istl-1702 103 14 articles article NOUN istl-1702 103 15 and and CCONJ istl-1702 103 16 the the DET istl-1702 103 17 highly highly ADV istl-1702 103 18 structured structured ADJ istl-1702 103 19 xml xml NOUN istl-1702 103 20 versions version NOUN istl-1702 103 21 . . PUNCT istl-1702 103 22     SPACE istl-1702 104 1 corpus corpus PROPN istl-1702 104 2 of of ADP istl-1702 104 3 contemporary contemporary ADJ istl-1702 104 4 american american PROPN istl-1702 104 5 english english PROPN istl-1702 104 6 ( ( PUNCT istl-1702 104 7 coca coca PROPN istl-1702 104 8 ) ) PUNCT istl-1702 104 9 http://corpus.byu.edu/coca/ http://corpus.byu.edu/coca/ VERB istl-1702 104 10 this this DET istl-1702 104 11 database database NOUN istl-1702 104 12 is be AUX istl-1702 104 13 " " PUNCT istl-1702 104 14 the the DET istl-1702 104 15 largest large ADJ istl-1702 104 16 freely freely ADV istl-1702 104 17 - - PUNCT istl-1702 104 18 available available ADJ istl-1702 104 19 corpus corpus NOUN istl-1702 104 20 of of ADP istl-1702 104 21 english english PROPN istl-1702 104 22 , , PUNCT istl-1702 104 23 and and CCONJ istl-1702 104 24 the the DET istl-1702 104 25 only only ADJ istl-1702 104 26 large large ADJ istl-1702 104 27 and and CCONJ istl-1702 104 28 balanced balanced ADJ istl-1702 104 29 corpus corpus NOUN istl-1702 104 30 of of ADP istl-1702 104 31 american american PROPN istl-1702 104 32 english english PROPN istl-1702 104 33 . . PUNCT istl-1702 105 1 it it PRON istl-1702 105 2 contains contain VERB istl-1702 105 3 more more ADJ istl-1702 105 4 than than ADP istl-1702 105 5 520 520 NUM istl-1702 105 6 million million NUM istl-1702 105 7 words word NOUN istl-1702 105 8 from from ADP istl-1702 105 9 fiction fiction NOUN istl-1702 105 10 , , PUNCT istl-1702 105 11 popular popular ADJ istl-1702 105 12 magazines magazine NOUN istl-1702 105 13 , , PUNCT istl-1702 105 14 newspapers newspaper NOUN istl-1702 105 15 , , PUNCT istl-1702 105 16 academic academic ADJ istl-1702 105 17 texts text NOUN istl-1702 105 18 and and CCONJ istl-1702 105 19 spoken speak VERB istl-1702 105 20 word word NOUN istl-1702 105 21 . . PUNCT istl-1702 105 22 " " PUNCT istl-1702 106 1 potential potential ADJ istl-1702 106 2 uses use NOUN istl-1702 106 3 for for ADP istl-1702 106 4 this this DET istl-1702 106 5 corpus corpu NOUN istl-1702 106 6 include include VERB istl-1702 106 7 seeing see VERB istl-1702 106 8 how how SCONJ istl-1702 106 9 a a DET istl-1702 106 10 particular particular ADJ istl-1702 106 11 science science NOUN istl-1702 106 12 or or CCONJ istl-1702 106 13 technology technology NOUN istl-1702 106 14 topic topic NOUN istl-1702 106 15 is be AUX istl-1702 106 16 being be AUX istl-1702 106 17 discussed discuss VERB istl-1702 106 18 in in ADP istl-1702 106 19 more more ADV istl-1702 106 20 popular popular ADJ istl-1702 106 21 media medium NOUN istl-1702 106 22 such such ADJ istl-1702 106 23 as as ADP istl-1702 106 24 on on ADP istl-1702 106 25 tv tv NOUN istl-1702 106 26 and and CCONJ istl-1702 106 27 radio radio NOUN istl-1702 106 28 . . PUNCT istl-1702 107 1 additionally additionally ADV istl-1702 107 2 , , PUNCT istl-1702 107 3 users user NOUN istl-1702 107 4 could could AUX istl-1702 107 5 use use VERB istl-1702 107 6 the the DET istl-1702 107 7 corpus corpus NOUN istl-1702 107 8 to to PART istl-1702 107 9 explore explore VERB istl-1702 107 10 how how SCONJ istl-1702 107 11 science science NOUN istl-1702 107 12 and and CCONJ istl-1702 107 13 technology technology NOUN istl-1702 107 14 are be AUX istl-1702 107 15 translated translate VERB istl-1702 107 16 to to ADP istl-1702 107 17 newspapers newspaper NOUN istl-1702 107 18 and and CCONJ istl-1702 107 19 popular popular ADJ istl-1702 107 20 magazines magazine NOUN istl-1702 107 21 . . PUNCT istl-1702 108 1 words word NOUN istl-1702 108 2 and and CCONJ istl-1702 108 3 phrases phrase NOUN istl-1702 108 4 ( ( PUNCT istl-1702 108 5 see see VERB istl-1702 108 6 web web NOUN istl-1702 108 7 tools tool NOUN istl-1702 108 8 section section NOUN istl-1702 108 9 ) ) PUNCT istl-1702 108 10 is be AUX istl-1702 108 11 designed design VERB istl-1702 108 12 to to PART istl-1702 108 13 analyze analyze VERB istl-1702 108 14 the the DET istl-1702 108 15 works work NOUN istl-1702 108 16 of of ADP istl-1702 108 17 coca coca PROPN istl-1702 108 18 . . PUNCT istl-1702 108 19     SPACE istl-1702 109 1 internet internet NOUN istl-1702 109 2 archive archive NOUN istl-1702 109 3 ebooks ebook NOUN istl-1702 109 4 and and CCONJ istl-1702 109 5 texts text NOUN istl-1702 109 6 https://archive.org/details/texts https://archive.org/details/texts PROPN istl-1702 109 7 a a DET istl-1702 109 8 non non ADJ istl-1702 109 9 - - ADJ istl-1702 109 10 profit profit ADJ istl-1702 109 11 online online ADJ istl-1702 109 12 repository repository NOUN istl-1702 109 13 , , PUNCT istl-1702 109 14 founded found VERB istl-1702 109 15 in in ADP istl-1702 109 16 1996 1996 NUM istl-1702 109 17 , , PUNCT istl-1702 109 18 holding hold VERB istl-1702 109 19 over over ADP istl-1702 109 20 10,000,000 10,000,000 NUM istl-1702 109 21 texts text NOUN istl-1702 109 22 and and CCONJ istl-1702 109 23 books book NOUN istl-1702 109 24 available available ADJ istl-1702 109 25 for for ADP istl-1702 109 26 download download NOUN istl-1702 109 27 . . PUNCT istl-1702 110 1 the the DET istl-1702 110 2 collection collection NOUN istl-1702 110 3 can can AUX istl-1702 110 4 be be AUX istl-1702 110 5 browsed browse VERB istl-1702 110 6 by by ADP istl-1702 110 7 topic topic NOUN istl-1702 110 8 / / SYM istl-1702 110 9 subject subject NOUN istl-1702 110 10 , , PUNCT istl-1702 110 11 examples example NOUN istl-1702 110 12 of of ADP istl-1702 110 13 which which PRON istl-1702 110 14 include include VERB istl-1702 110 15 pollution pollution NOUN istl-1702 110 16 , , PUNCT istl-1702 110 17 the the DET istl-1702 110 18 environmental environmental PROPN istl-1702 110 19 protection protection PROPN istl-1702 110 20 agency agency PROPN istl-1702 110 21 , , PUNCT istl-1702 110 22 agriculture agriculture NOUN istl-1702 110 23 , , PUNCT istl-1702 110 24 and and CCONJ istl-1702 110 25 natural natural ADJ istl-1702 110 26 history history NOUN istl-1702 110 27 . . PUNCT istl-1702 111 1 it it PRON istl-1702 111 2 can can AUX istl-1702 111 3 also also ADV istl-1702 111 4 be be AUX istl-1702 111 5 browsed browse VERB istl-1702 111 6 by by ADP istl-1702 111 7 collection collection NOUN istl-1702 111 8 , , PUNCT istl-1702 111 9 such such ADJ istl-1702 111 10 as as ADP istl-1702 111 11 the the DET istl-1702 111 12 biodiversity biodiversity NOUN istl-1702 111 13 heritage heritage NOUN istl-1702 111 14 library library NOUN istl-1702 111 15 collection collection NOUN istl-1702 111 16 . . PUNCT istl-1702 112 1 available available ADJ istl-1702 112 2 download download NOUN istl-1702 112 3 formats format NOUN istl-1702 112 4 range range VERB istl-1702 112 5 depending depend VERB istl-1702 112 6 on on ADP istl-1702 112 7 the the DET istl-1702 112 8 item item NOUN istl-1702 112 9 users user NOUN istl-1702 112 10 wish wish VERB istl-1702 112 11 to to PART istl-1702 112 12 download download VERB istl-1702 112 13 , , PUNCT istl-1702 112 14 but but CCONJ istl-1702 112 15 can can AUX istl-1702 112 16 include include VERB istl-1702 112 17 plain plain ADJ istl-1702 112 18 text text NOUN istl-1702 112 19 , , PUNCT istl-1702 112 20 zip zip NOUN istl-1702 112 21 file file NOUN istl-1702 112 22 , , PUNCT istl-1702 112 23 torrent torrent ADJ istl-1702 112 24 , , PUNCT istl-1702 112 25 pdf pdf NOUN istl-1702 112 26 , , PUNCT istl-1702 112 27 or or CCONJ istl-1702 112 28 epub epub NOUN istl-1702 112 29 . . PUNCT istl-1702 112 30     SPACE istl-1702 113 1 new new PROPN istl-1702 113 2 york york PROPN istl-1702 113 3 times times PROPN istl-1702 113 4 developer developer NOUN istl-1702 113 5 network network NOUN istl-1702 113 6 http://developer.nytimes.com/ http://developer.nytimes.com/ PROPN istl-1702 113 7 a a DET istl-1702 113 8 list list NOUN istl-1702 113 9 of of ADP istl-1702 113 10 apis apis PROPN istl-1702 113 11 created create VERB istl-1702 113 12 for for ADP istl-1702 113 13 use use NOUN istl-1702 113 14 with with ADP istl-1702 113 15 the the DET istl-1702 113 16 new new PROPN istl-1702 113 17 york york PROPN istl-1702 113 18 times times PROPN istl-1702 113 19 . . PUNCT istl-1702 114 1 they they PRON istl-1702 114 2 require require VERB istl-1702 114 3 users user NOUN istl-1702 114 4 to to PART istl-1702 114 5 request request VERB istl-1702 114 6 an an DET istl-1702 114 7 api api NOUN istl-1702 114 8 key key NOUN istl-1702 114 9 for for ADP istl-1702 114 10 each each DET istl-1702 114 11 api api NOUN istl-1702 114 12 . . PUNCT istl-1702 115 1 examples example NOUN istl-1702 115 2 include include VERB istl-1702 115 3 the the DET istl-1702 115 4 article article NOUN istl-1702 115 5 search search NOUN istl-1702 115 6 api api NOUN istl-1702 115 7 which which PRON istl-1702 115 8 allows allow VERB istl-1702 115 9 for for ADP istl-1702 115 10 retrieval retrieval NOUN istl-1702 115 11 of of ADP istl-1702 115 12 headlines headline NOUN istl-1702 115 13 and and CCONJ istl-1702 115 14 lead lead VERB istl-1702 115 15 paragraphs paragraph NOUN istl-1702 115 16 , , PUNCT istl-1702 115 17 and and CCONJ istl-1702 115 18 the the DET istl-1702 115 19 community community NOUN istl-1702 115 20 api api NOUN istl-1702 115 21 which which PRON istl-1702 115 22 retrieves retrieve VERB istl-1702 115 23 comments comment NOUN istl-1702 115 24 of of ADP istl-1702 115 25 registered register VERB istl-1702 115 26 users user NOUN istl-1702 115 27 on on ADP istl-1702 115 28 new new PROPN istl-1702 115 29 york york PROPN istl-1702 115 30 times times PROPN istl-1702 115 31 articles article NOUN istl-1702 115 32 . . PUNCT istl-1702 115 33     SPACE istl-1702 116 1 digital digital ADJ istl-1702 116 2 public public ADJ istl-1702 116 3 library library NOUN istl-1702 116 4 of of ADP istl-1702 116 5 america america PROPN istl-1702 116 6 ( ( PUNCT istl-1702 116 7 dpla dpla PROPN istl-1702 116 8 ) ) PUNCT istl-1702 116 9 api api PROPN istl-1702 116 10 https://dp.la/info/developers/codex/ https://dp.la/info/developers/codex/ PROPN istl-1702 116 11 the the DET istl-1702 116 12 digital digital ADJ istl-1702 116 13 public public ADJ istl-1702 116 14 library library NOUN istl-1702 116 15 of of ADP istl-1702 116 16 america america PROPN istl-1702 116 17 began begin VERB istl-1702 116 18 in in ADP istl-1702 116 19 2010 2010 NUM istl-1702 116 20 with with ADP istl-1702 116 21 funding funding NOUN istl-1702 116 22 from from ADP istl-1702 116 23 harvard harvard PROPN istl-1702 116 24 's 's PART istl-1702 116 25 berkman berkman NOUN istl-1702 116 26 center center NOUN istl-1702 116 27 for for ADP istl-1702 116 28 internet internet NOUN istl-1702 116 29 & & CCONJ istl-1702 116 30 society society NOUN istl-1702 116 31 and and CCONJ istl-1702 116 32 the the DET istl-1702 116 33 alfred alfred PROPN istl-1702 116 34 p. p. PROPN istl-1702 116 35 sloan sloan PROPN istl-1702 116 36 foundation foundation NOUN istl-1702 116 37 , , PUNCT istl-1702 116 38 and and CCONJ istl-1702 116 39 is be AUX istl-1702 116 40 based base VERB istl-1702 116 41 in in ADP istl-1702 116 42 the the DET istl-1702 116 43 boston boston PROPN istl-1702 116 44 public public PROPN istl-1702 116 45 library library PROPN istl-1702 116 46 . . PUNCT istl-1702 117 1 the the DET istl-1702 117 2 dpla dpla ADJ istl-1702 117 3 api api NOUN istl-1702 117 4 collects collect VERB istl-1702 117 5 metadata metadata NOUN istl-1702 117 6 on on ADP istl-1702 117 7 two two NUM istl-1702 117 8 types type NOUN istl-1702 117 9 of of ADP istl-1702 117 10 resources resource NOUN istl-1702 117 11 , , PUNCT istl-1702 117 12 items item NOUN istl-1702 117 13 and and CCONJ istl-1702 117 14 collections collection NOUN istl-1702 117 15 ; ; PUNCT istl-1702 117 16 items item NOUN istl-1702 117 17 are be AUX istl-1702 117 18 single single ADJ istl-1702 117 19 items item NOUN istl-1702 117 20 indexed index VERB istl-1702 117 21 by by ADP istl-1702 117 22 the the DET istl-1702 117 23 data data NOUN istl-1702 117 24 provider provider NOUN istl-1702 117 25 and and CCONJ istl-1702 117 26 collections collection NOUN istl-1702 117 27 are be AUX istl-1702 117 28 logical logical ADJ istl-1702 117 29 groups group NOUN istl-1702 117 30 of of ADP istl-1702 117 31 items item NOUN istl-1702 117 32 . . PUNCT istl-1702 118 1 use use NOUN istl-1702 118 2 of of ADP istl-1702 118 3 the the DET istl-1702 118 4 api api NOUN istl-1702 118 5 requires require VERB istl-1702 118 6 requesting request VERB istl-1702 118 7 an an DET istl-1702 118 8 api api NOUN istl-1702 118 9 key key NOUN istl-1702 118 10 from from ADP istl-1702 118 11 the the DET istl-1702 118 12 dpla dpla NOUN istl-1702 118 13 . . PUNCT istl-1702 118 14     SPACE istl-1702 119 1 public public ADJ istl-1702 119 2 library library NOUN istl-1702 119 3 of of ADP istl-1702 119 4 science science NOUN istl-1702 119 5 ( ( PUNCT istl-1702 119 6 plos plos PROPN istl-1702 119 7 ) ) PUNCT istl-1702 119 8 https://www.plos.org/ https://www.plos.org/ PROPN istl-1702 119 9 plos plos PROPN istl-1702 119 10 is be AUX istl-1702 119 11 an an DET istl-1702 119 12 open open ADJ istl-1702 119 13 access access NOUN istl-1702 119 14 publisher publisher NOUN istl-1702 119 15 of of ADP istl-1702 119 16 scientific scientific ADJ istl-1702 119 17 research research NOUN istl-1702 119 18 , , PUNCT istl-1702 119 19 with with ADP istl-1702 119 20 a a DET istl-1702 119 21 focus focus NOUN istl-1702 119 22 on on ADP istl-1702 119 23 biological biological ADJ istl-1702 119 24 sciences science NOUN istl-1702 119 25 and and CCONJ istl-1702 119 26 medicine medicine NOUN istl-1702 119 27 . . PUNCT istl-1702 120 1 additionally additionally ADV istl-1702 120 2 , , PUNCT istl-1702 120 3 plos plos PROPN istl-1702 120 4 aggregates aggregate NOUN istl-1702 120 5 and and CCONJ istl-1702 120 6 curates curate NOUN istl-1702 120 7 related related ADJ istl-1702 120 8 content content NOUN istl-1702 120 9 from from ADP istl-1702 120 10 across across ADP istl-1702 120 11 its its PRON istl-1702 120 12 journals journal NOUN istl-1702 120 13 in in ADP istl-1702 120 14 the the DET istl-1702 120 15 plos plos PROPN istl-1702 120 16 collections collection NOUN istl-1702 120 17 . . PUNCT istl-1702 121 1 plos plos PROPN istl-1702 121 2 has have VERB istl-1702 121 3 two two NUM istl-1702 121 4 apis api NOUN istl-1702 121 5 : : PUNCT istl-1702 121 6 a a DET istl-1702 121 7 search search NOUN istl-1702 121 8 api api NOUN istl-1702 121 9 that that PRON istl-1702 121 10 works work VERB istl-1702 121 11 with with ADP istl-1702 121 12 the the DET istl-1702 121 13 terms term NOUN istl-1702 121 14 of of ADP istl-1702 121 15 the the DET istl-1702 121 16 plos plos PROPN istl-1702 121 17 search search NOUN istl-1702 121 18 function function NOUN istl-1702 121 19 and and CCONJ istl-1702 121 20 another another PRON istl-1702 121 21 that that PRON istl-1702 121 22 works work VERB istl-1702 121 23 with with ADP istl-1702 121 24 article article NOUN istl-1702 121 25 level level NOUN istl-1702 121 26 metrics metric NOUN istl-1702 121 27 ( ( PUNCT istl-1702 121 28 alm alm PROPN istl-1702 121 29 api api PROPN istl-1702 121 30 ) ) PUNCT istl-1702 121 31 . . PUNCT istl-1702 121 32     SPACE istl-1702 122 1 pubmed pubme VERB istl-1702 122 2 central central ADJ istl-1702 122 3 open open ADJ istl-1702 122 4 access access NOUN istl-1702 122 5 subset subset PROPN istl-1702 122 6 http://www.ncbi.nlm.nih.gov/pmc/tools/openftlist/ http://www.ncbi.nlm.nih.gov/pmc/tools/openftlist/ PROPN istl-1702 122 7 pubmed pubmed PROPN istl-1702 122 8 central central PROPN istl-1702 122 9 is be AUX istl-1702 122 10 the the DET istl-1702 122 11 free free ADJ istl-1702 122 12 archive archive NOUN istl-1702 122 13 of of ADP istl-1702 122 14 biomedical biomedical ADJ istl-1702 122 15 and and CCONJ istl-1702 122 16 life life NOUN istl-1702 122 17 sciences sciences PROPN istl-1702 122 18 journal journal PROPN istl-1702 122 19 literature literature NOUN istl-1702 122 20 from from ADP istl-1702 122 21 the the DET istl-1702 122 22 u.s u.s PROPN istl-1702 122 23 . . PROPN istl-1702 122 24 national national PROPN istl-1702 122 25 institutes institutes PROPN istl-1702 122 26 of of ADP istl-1702 122 27 health health PROPN istl-1702 122 28 's 's PART istl-1702 122 29 national national ADJ istl-1702 122 30 library library NOUN istl-1702 122 31 of of ADP istl-1702 122 32 medicine medicine NOUN istl-1702 122 33 . . PUNCT istl-1702 123 1 started start VERB istl-1702 123 2 in in ADP istl-1702 123 3 2000 2000 NUM istl-1702 123 4 with with ADP istl-1702 123 5 two two NUM istl-1702 123 6 journals journal NOUN istl-1702 123 7 , , PUNCT istl-1702 123 8 it it PRON istl-1702 123 9 now now ADV istl-1702 123 10 holds hold VERB istl-1702 123 11 several several ADJ istl-1702 123 12 million million NUM istl-1702 123 13 articles article NOUN istl-1702 123 14 . . PUNCT istl-1702 124 1 while while SCONJ istl-1702 124 2 access access NOUN istl-1702 124 3 to to ADP istl-1702 124 4 pmc pmc NOUN istl-1702 124 5 is be AUX istl-1702 124 6 free free ADJ istl-1702 124 7 , , PUNCT istl-1702 124 8 use use NOUN istl-1702 124 9 of of ADP istl-1702 124 10 the the DET istl-1702 124 11 material material NOUN istl-1702 124 12 is be AUX istl-1702 124 13 still still ADV istl-1702 124 14 subject subject ADJ istl-1702 124 15 to to ADP istl-1702 124 16 copyright copyright NOUN istl-1702 124 17 and and CCONJ istl-1702 124 18 licensing licensing NOUN istl-1702 124 19 terms term NOUN istl-1702 124 20 and and CCONJ istl-1702 124 21 will will AUX istl-1702 124 22 vary vary VERB istl-1702 124 23 for for ADP istl-1702 124 24 each each DET istl-1702 124 25 article article NOUN istl-1702 124 26 . . PUNCT istl-1702 124 27     SPACE istl-1702 125 1 tools tool NOUN istl-1702 125 2 web web NOUN istl-1702 125 3 - - PUNCT istl-1702 125 4 based base VERB istl-1702 125 5 this this DET istl-1702 125 6 section section NOUN istl-1702 125 7 contains contain VERB istl-1702 125 8 tools tool NOUN istl-1702 125 9 that that PRON istl-1702 125 10 are be AUX istl-1702 125 11 online online ADJ istl-1702 125 12 and and CCONJ istl-1702 125 13 can can AUX istl-1702 125 14 be be AUX istl-1702 125 15 used use VERB istl-1702 125 16 for for ADP istl-1702 125 17 free free ADJ istl-1702 125 18 . . PUNCT istl-1702 126 1 they they PRON istl-1702 126 2 are be AUX istl-1702 126 3 less less ADV istl-1702 126 4 powerful powerful ADJ istl-1702 126 5 then then ADV istl-1702 126 6 downloadable downloadable ADJ istl-1702 126 7 tools tool NOUN istl-1702 126 8 and and CCONJ istl-1702 126 9 for for ADP istl-1702 126 10 the the DET istl-1702 126 11 most most ADJ istl-1702 126 12 part part NOUN istl-1702 126 13 can can AUX istl-1702 126 14 not not PART istl-1702 126 15 handle handle VERB istl-1702 126 16 large large ADJ istl-1702 126 17 corpuses corpus NOUN istl-1702 126 18 . . PUNCT istl-1702 127 1 additionally additionally ADV istl-1702 127 2 they they PRON istl-1702 127 3 do do AUX istl-1702 127 4 not not PART istl-1702 127 5 require require VERB istl-1702 127 6 users user NOUN istl-1702 127 7 to to PART istl-1702 127 8 have have VERB istl-1702 127 9 programming programming NOUN istl-1702 127 10 experience experience NOUN istl-1702 127 11 . . PUNCT istl-1702 128 1 users user NOUN istl-1702 128 2 will will AUX istl-1702 128 3 either either CCONJ istl-1702 128 4 copy copy VERB istl-1702 128 5 and and CCONJ istl-1702 128 6 paste paste VERB istl-1702 128 7 or or CCONJ istl-1702 128 8 upload upload VERB istl-1702 128 9 selected select VERB istl-1702 128 10 texts text NOUN istl-1702 128 11 in in ADP istl-1702 128 12 compatible compatible ADJ istl-1702 128 13 formats format NOUN istl-1702 128 14 and and CCONJ istl-1702 128 15 then then ADV istl-1702 128 16 run run VERB istl-1702 128 17 the the DET istl-1702 128 18 program program NOUN istl-1702 128 19 . . PUNCT istl-1702 129 1 these these PRON istl-1702 129 2 are be AUX istl-1702 129 3 helpful helpful ADJ istl-1702 129 4 to to ADP istl-1702 129 5 users user NOUN istl-1702 129 6 who who PRON istl-1702 129 7 wish wish VERB istl-1702 129 8 to to PART istl-1702 129 9 explore explore VERB istl-1702 129 10 text text NOUN istl-1702 129 11 mining mining NOUN istl-1702 129 12 or or CCONJ istl-1702 129 13 for for ADP istl-1702 129 14 simple simple ADJ istl-1702 129 15 projects project NOUN istl-1702 129 16 . . PUNCT istl-1702 130 1 types type NOUN istl-1702 130 2 of of ADP istl-1702 130 3 functions function NOUN istl-1702 130 4 that that PRON istl-1702 130 5 are be AUX istl-1702 130 6 well well ADV istl-1702 130 7 suited suited ADJ istl-1702 130 8 to to ADP istl-1702 130 9 web web NOUN istl-1702 130 10 tools tool NOUN istl-1702 130 11 include include VERB istl-1702 130 12 word word NOUN istl-1702 130 13 frequency frequency NOUN istl-1702 130 14 and and CCONJ istl-1702 130 15 concordance concordance NOUN istl-1702 130 16 . . PUNCT istl-1702 131 1 byu byu PROPN istl-1702 131 2 google google PROPN istl-1702 131 3 books books PROPN istl-1702 131 4 viewer viewer PROPN istl-1702 131 5 http://googlebooks.byu.edu/x.asp http://googlebooks.byu.edu/x.asp VERB istl-1702 131 6 an an DET istl-1702 131 7 interface interface NOUN istl-1702 131 8 that that PRON istl-1702 131 9 works work VERB istl-1702 131 10 with with ADP istl-1702 131 11 the the DET istl-1702 131 12 google google PROPN istl-1702 131 13 books books PROPN istl-1702 131 14 corpus corpus PROPN istl-1702 131 15 . . PUNCT istl-1702 132 1 functions function NOUN istl-1702 132 2 include include VERB istl-1702 132 3 frequencies frequency NOUN istl-1702 132 4 , , PUNCT istl-1702 132 5 synonyms synonyms PROPN istl-1702 132 6 , , PUNCT istl-1702 132 7 collocates collocate NOUN istl-1702 132 8 , , PUNCT istl-1702 132 9 and and CCONJ istl-1702 132 10 parts part NOUN istl-1702 132 11 of of ADP istl-1702 132 12 speech speech NOUN istl-1702 132 13 . . PUNCT istl-1702 133 1 also also ADV istl-1702 133 2 allows allow VERB istl-1702 133 3 for for ADP istl-1702 133 4 comparison comparison NOUN istl-1702 133 5 from from ADP istl-1702 133 6 different different ADJ istl-1702 133 7 periods period NOUN istl-1702 133 8 of of ADP istl-1702 133 9 the the DET istl-1702 133 10 corpora corpora PROPN istl-1702 133 11 , , PUNCT istl-1702 133 12 such such ADJ istl-1702 133 13 1960s-2000s 1960s-2000s NUM istl-1702 133 14 and and CCONJ istl-1702 133 15 1800s 1800s PROPN istl-1702 133 16 -1900s -1900s PROPN istl-1702 133 17 . . PUNCT istl-1702 133 18     SPACE istl-1702 134 1 netlytic netlytic ADJ istl-1702 134 2 https://netlytic.org/home/ https://netlytic.org/home/ NOUN istl-1702 134 3 open open ADJ istl-1702 134 4 access access NOUN istl-1702 134 5 tool tool NOUN istl-1702 134 6 with with ADP istl-1702 134 7 a a DET istl-1702 134 8 focus focus NOUN istl-1702 134 9 on on ADP istl-1702 134 10 text text NOUN istl-1702 134 11 and and CCONJ istl-1702 134 12 network network NOUN istl-1702 134 13 analysis analysis NOUN istl-1702 134 14 on on ADP istl-1702 134 15 data datum NOUN istl-1702 134 16 from from ADP istl-1702 134 17 social social ADJ istl-1702 134 18 media medium NOUN istl-1702 134 19 . . PUNCT istl-1702 135 1 currently currently ADV istl-1702 135 2 works work VERB istl-1702 135 3 with with ADP istl-1702 135 4 data datum NOUN istl-1702 135 5 from from ADP istl-1702 135 6 twitter twitter PROPN istl-1702 135 7 , , PUNCT istl-1702 135 8 facebook facebook PROPN istl-1702 135 9 , , PUNCT istl-1702 135 10 instagram instagram PROPN istl-1702 135 11 , , PUNCT istl-1702 135 12 youtube youtube NOUN istl-1702 135 13 , , PUNCT istl-1702 135 14 rss rss NOUN istl-1702 135 15 feeds feed NOUN istl-1702 135 16 , , PUNCT istl-1702 135 17 and and CCONJ istl-1702 135 18 .csv .csv ADJ istl-1702 135 19 or or CCONJ istl-1702 135 20 .text .text NOUN istl-1702 135 21 files file NOUN istl-1702 135 22 from from ADP istl-1702 135 23 dropbox dropbox PROPN istl-1702 135 24 and and CCONJ istl-1702 135 25 google google PROPN istl-1702 135 26 drive drive PROPN istl-1702 135 27 . . PUNCT istl-1702 135 28     SPACE istl-1702 136 1 taporware taporware PROPN istl-1702 136 2 http://taporware.ualberta.ca/~taporware/about.shtml http://taporware.ualberta.ca/~taporware/about.shtml PROPN istl-1702 136 3 taporware taporware PROPN istl-1702 136 4 is be AUX istl-1702 136 5 a a DET istl-1702 136 6 web web NOUN istl-1702 136 7 - - PUNCT istl-1702 136 8 based base VERB istl-1702 136 9 text text NOUN istl-1702 136 10 analysis analysis NOUN istl-1702 136 11 tool tool NOUN istl-1702 136 12 , , PUNCT istl-1702 136 13 developed develop VERB istl-1702 136 14 with with ADP istl-1702 136 15 support support NOUN istl-1702 136 16 from from ADP istl-1702 136 17 canada canada PROPN istl-1702 136 18 foundation foundation PROPN istl-1702 136 19 for for ADP istl-1702 136 20 innovation innovation NOUN istl-1702 136 21 and and CCONJ istl-1702 136 22 mcmaster mcmaster PROPN istl-1702 136 23 university university PROPN istl-1702 136 24 faculty faculty NOUN istl-1702 136 25 of of ADP istl-1702 136 26 humanities humanity NOUN istl-1702 136 27 . . PUNCT istl-1702 137 1 supported support VERB istl-1702 137 2 file file NOUN istl-1702 137 3 types type NOUN istl-1702 137 4 include include VERB istl-1702 137 5 html html PROPN istl-1702 137 6 , , PUNCT istl-1702 137 7 xml xml NOUN istl-1702 137 8 , , PUNCT istl-1702 137 9 and and CCONJ istl-1702 137 10 plain plain ADJ istl-1702 137 11 text text NOUN istl-1702 137 12 . . PUNCT istl-1702 138 1 functions function NOUN istl-1702 138 2 include include VERB istl-1702 138 3 word word NOUN istl-1702 138 4 frequency frequency NOUN istl-1702 138 5 , , PUNCT istl-1702 138 6 concordance concordance NOUN istl-1702 138 7 , , PUNCT istl-1702 138 8 collocation collocation NOUN istl-1702 138 9 , , PUNCT istl-1702 138 10 and and CCONJ istl-1702 138 11 tokenization tokenization NOUN istl-1702 138 12 . . PUNCT istl-1702 138 13     SPACE istl-1702 139 1 voyant voyant PROPN istl-1702 139 2 http://voyant-tools.org/ http://voyant-tools.org/ PROPN istl-1702 139 3 voyant voyant NOUN istl-1702 139 4 is be AUX istl-1702 139 5 an an DET istl-1702 139 6 open open ADJ istl-1702 139 7 - - PUNCT istl-1702 139 8 source source NOUN istl-1702 139 9 web web NOUN istl-1702 139 10 based base VERB istl-1702 139 11 tool tool NOUN istl-1702 139 12 for for ADP istl-1702 139 13 text text NOUN istl-1702 139 14 mining mining NOUN istl-1702 139 15 and and CCONJ istl-1702 139 16 analysis analysis NOUN istl-1702 139 17 . . PUNCT istl-1702 140 1 features feature NOUN istl-1702 140 2 include include VERB istl-1702 140 3 word word NOUN istl-1702 140 4 visualizations visualization NOUN istl-1702 140 5 , , PUNCT istl-1702 140 6 frequency frequency NOUN istl-1702 140 7 counts count NOUN istl-1702 140 8 , , PUNCT istl-1702 140 9 and and CCONJ istl-1702 140 10 contexts context NOUN istl-1702 140 11 for for ADP istl-1702 140 12 the the DET istl-1702 140 13 most most ADV istl-1702 140 14 frequent frequent ADJ istl-1702 140 15 terms term NOUN istl-1702 140 16 of of ADP istl-1702 140 17 the the DET istl-1702 140 18 document document NOUN istl-1702 140 19 . . PUNCT istl-1702 141 1 with with ADP istl-1702 141 2 it it PRON istl-1702 141 3 users user NOUN istl-1702 141 4 can can AUX istl-1702 141 5 open open VERB istl-1702 141 6 existing exist VERB istl-1702 141 7 corpuses corpus NOUN istl-1702 141 8 , , PUNCT istl-1702 141 9 upload upload NOUN istl-1702 141 10 files file NOUN istl-1702 141 11 , , PUNCT istl-1702 141 12 or or CCONJ istl-1702 141 13 use use VERB istl-1702 141 14 the the DET istl-1702 141 15 text text NOUN istl-1702 141 16 box box NOUN istl-1702 141 17 on on ADP istl-1702 141 18 the the DET istl-1702 141 19 main main ADJ istl-1702 141 20 page page NOUN istl-1702 141 21 to to PART istl-1702 141 22 type type VERB istl-1702 141 23 in in ADP istl-1702 141 24 urls url NOUN istl-1702 141 25 or or CCONJ istl-1702 141 26 paste paste VERB istl-1702 141 27 in in ADP istl-1702 141 28 full full ADJ istl-1702 141 29 text text NOUN istl-1702 141 30 . . PUNCT istl-1702 142 1 supported support VERB istl-1702 142 2 file file NOUN istl-1702 142 3 types type NOUN istl-1702 142 4 include include VERB istl-1702 142 5 plain plain ADJ istl-1702 142 6 text text NOUN istl-1702 142 7 , , PUNCT istl-1702 142 8 html html PROPN istl-1702 142 9 , , PUNCT istl-1702 142 10 xml xml PROPN istl-1702 142 11 , , PUNCT istl-1702 142 12 pdf pdf NOUN istl-1702 142 13 , , PUNCT istl-1702 142 14 and and CCONJ istl-1702 142 15 ms ms ADJ istl-1702 142 16 word word NOUN istl-1702 142 17 . . PUNCT istl-1702 142 18     SPACE istl-1702 143 1 word word NOUN istl-1702 143 2 and and CCONJ istl-1702 143 3 phrase phrase NOUN istl-1702 143 4 http://www.wordandphrase.info/analyzetext.asp http://www.wordandphrase.info/analyzetext.asp PUNCT istl-1702 143 5 this this DET istl-1702 143 6 tool tool NOUN istl-1702 143 7 is be AUX istl-1702 143 8 designed design VERB istl-1702 143 9 to to PART istl-1702 143 10 work work VERB istl-1702 143 11 with with ADP istl-1702 143 12 either either CCONJ istl-1702 143 13 a a DET istl-1702 143 14 user user NOUN istl-1702 143 15 's 's PART istl-1702 143 16 own own ADJ istl-1702 143 17 texts text NOUN istl-1702 143 18 which which PRON istl-1702 143 19 can can AUX istl-1702 143 20 be be AUX istl-1702 143 21 copied copy VERB istl-1702 143 22 and and CCONJ istl-1702 143 23 pasted paste VERB istl-1702 143 24 into into ADP istl-1702 143 25 the the DET istl-1702 143 26 software software NOUN istl-1702 143 27 , , PUNCT istl-1702 143 28 or or CCONJ istl-1702 143 29 the the DET istl-1702 143 30 corpus corpus NOUN istl-1702 143 31 of of ADP istl-1702 143 32 contemporary contemporary ADJ istl-1702 143 33 american american PROPN istl-1702 143 34 english english PROPN istl-1702 143 35 ( ( PUNCT istl-1702 143 36 coca coca PROPN istl-1702 143 37 ) ) PUNCT istl-1702 143 38 ( ( PUNCT istl-1702 143 39 see see VERB istl-1702 143 40 sources source NOUN istl-1702 143 41 of of ADP istl-1702 143 42 text text NOUN istl-1702 143 43 current current ADJ istl-1702 143 44 online online ADJ istl-1702 143 45 sources source NOUN istl-1702 143 46 ) ) PUNCT istl-1702 143 47 . . PUNCT istl-1702 144 1 initial initial ADJ istl-1702 144 2 results result NOUN istl-1702 144 3 include include VERB istl-1702 144 4 a a DET istl-1702 144 5 list list NOUN istl-1702 144 6 of of ADP istl-1702 144 7 the the DET istl-1702 144 8 words word NOUN istl-1702 144 9 in in ADP istl-1702 144 10 the the DET istl-1702 144 11 text text NOUN istl-1702 144 12 and and CCONJ istl-1702 144 13 their their PRON istl-1702 144 14 frequency frequency NOUN istl-1702 144 15 . . PUNCT istl-1702 145 1 additionally additionally ADV istl-1702 145 2 , , PUNCT istl-1702 145 3 selecting select VERB istl-1702 145 4 a a DET istl-1702 145 5 word word NOUN istl-1702 145 6 from from ADP istl-1702 145 7 the the DET istl-1702 145 8 list list NOUN istl-1702 145 9 will will AUX istl-1702 145 10 show show VERB istl-1702 145 11 concordance concordance NOUN istl-1702 145 12 lines line NOUN istl-1702 145 13 , , PUNCT istl-1702 145 14 definitions definition NOUN istl-1702 145 15 of of ADP istl-1702 145 16 the the DET istl-1702 145 17 word word NOUN istl-1702 145 18 , , PUNCT istl-1702 145 19 and and CCONJ istl-1702 145 20 give give VERB istl-1702 145 21 an an DET istl-1702 145 22 option option NOUN istl-1702 145 23 to to PART istl-1702 145 24 search search VERB istl-1702 145 25 collocates collocate NOUN istl-1702 145 26 . . PUNCT istl-1702 146 1 as as SCONJ istl-1702 146 2 mentioned mention VERB istl-1702 146 3 in in ADP istl-1702 146 4 the the DET istl-1702 146 5 coca coca NOUN istl-1702 146 6 description description NOUN istl-1702 146 7 , , PUNCT istl-1702 146 8 this this DET istl-1702 146 9 tool tool NOUN istl-1702 146 10 could could AUX istl-1702 146 11 be be AUX istl-1702 146 12 used use VERB istl-1702 146 13 to to PART istl-1702 146 14 discover discover VERB istl-1702 146 15 how how SCONJ istl-1702 146 16 science science NOUN istl-1702 146 17 and and CCONJ istl-1702 146 18 technology technology NOUN istl-1702 146 19 topics topic NOUN istl-1702 146 20 are be AUX istl-1702 146 21 covered cover VERB istl-1702 146 22 in in ADP istl-1702 146 23 newspapers newspaper NOUN istl-1702 146 24 and and CCONJ istl-1702 146 25 popular popular ADJ istl-1702 146 26 magazines magazine NOUN istl-1702 146 27 . . PUNCT istl-1702 146 28     SPACE istl-1702 147 1 desktop desktop NOUN istl-1702 147 2 desktop desktop NOUN istl-1702 147 3 programs program NOUN istl-1702 147 4 allow allow VERB istl-1702 147 5 users user NOUN istl-1702 147 6 to to PART istl-1702 147 7 work work VERB istl-1702 147 8 with with ADP istl-1702 147 9 larger large ADJ istl-1702 147 10 corpuses corpus NOUN istl-1702 147 11 than than ADP istl-1702 147 12 those those DET istl-1702 147 13 tools tool NOUN istl-1702 147 14 that that PRON istl-1702 147 15 are be AUX istl-1702 147 16 online online ADJ istl-1702 147 17 only only ADV istl-1702 147 18 . . PUNCT istl-1702 148 1 most most ADJ istl-1702 148 2 will will AUX istl-1702 148 3 require require VERB istl-1702 148 4 that that SCONJ istl-1702 148 5 users user NOUN istl-1702 148 6 will will AUX istl-1702 148 7 need need VERB istl-1702 148 8 to to PART istl-1702 148 9 have have VERB istl-1702 148 10 the the DET istl-1702 148 11 files file NOUN istl-1702 148 12 that that PRON istl-1702 148 13 compose compose VERB istl-1702 148 14 their their PRON istl-1702 148 15 corpus corpu NOUN istl-1702 148 16 saved save VERB istl-1702 148 17 on on ADP istl-1702 148 18 their their PRON istl-1702 148 19 computer computer NOUN istl-1702 148 20 or or CCONJ istl-1702 148 21 some some DET istl-1702 148 22 other other ADJ istl-1702 148 23 drive drive NOUN istl-1702 148 24 . . PUNCT istl-1702 149 1 once once ADV istl-1702 149 2 again again ADV istl-1702 149 3 programming program VERB istl-1702 149 4 knowledge knowledge NOUN istl-1702 149 5 is be AUX istl-1702 149 6 not not PART istl-1702 149 7 required require VERB istl-1702 149 8 for for ADP istl-1702 149 9 these these DET istl-1702 149 10 tools tool NOUN istl-1702 149 11 . . PUNCT istl-1702 150 1 some some PRON istl-1702 150 2 of of ADP istl-1702 150 3 them they PRON istl-1702 150 4 are be AUX istl-1702 150 5 operating operate VERB istl-1702 150 6 system system NOUN istl-1702 150 7 specific specific ADJ istl-1702 150 8 . . PUNCT istl-1702 151 1 functions function NOUN istl-1702 151 2 well well ADV istl-1702 151 3 suited suited ADJ istl-1702 151 4 to to ADP istl-1702 151 5 desktop desktop NOUN istl-1702 151 6 tools tool NOUN istl-1702 151 7 include include VERB istl-1702 151 8 word word NOUN istl-1702 151 9 frequency frequency NOUN istl-1702 151 10 , , PUNCT istl-1702 151 11 concordance concordance NOUN istl-1702 151 12 , , PUNCT istl-1702 151 13 and and CCONJ istl-1702 151 14 in in ADP istl-1702 151 15 some some DET istl-1702 151 16 cases case NOUN istl-1702 151 17 collocation collocation NOUN istl-1702 151 18 . . PUNCT istl-1702 152 1 antconc antconc PROPN istl-1702 152 2 http://www.laurenceanthony.net/software/antconc/ http://www.laurenceanthony.net/software/antconc/ PROPN istl-1702 152 3 antconc antconc PROPN istl-1702 152 4 is be AUX istl-1702 152 5 a a DET istl-1702 152 6 freeware freeware ADJ istl-1702 152 7 text text NOUN istl-1702 152 8 analysis analysis NOUN istl-1702 152 9 and and CCONJ istl-1702 152 10 concordance concordance VERB istl-1702 152 11 tool tool NOUN istl-1702 152 12 kit kit NOUN istl-1702 152 13 . . PUNCT istl-1702 153 1 features feature NOUN istl-1702 153 2 include include VERB istl-1702 153 3 a a DET istl-1702 153 4 clustering clustering ADJ istl-1702 153 5 / / SYM istl-1702 153 6 n n CCONJ istl-1702 153 7 - - PUNCT istl-1702 153 8 gram gram NOUN istl-1702 153 9 tool tool NOUN istl-1702 153 10 , , PUNCT istl-1702 153 11 a a DET istl-1702 153 12 collocation collocation NOUN istl-1702 153 13 tool tool NOUN istl-1702 153 14 , , PUNCT istl-1702 153 15 and and CCONJ istl-1702 153 16 word word NOUN istl-1702 153 17 list list NOUN istl-1702 153 18 tools tool NOUN istl-1702 153 19 . . PUNCT istl-1702 154 1 antconc antconc PROPN istl-1702 154 2 can can AUX istl-1702 154 3 be be AUX istl-1702 154 4 run run VERB istl-1702 154 5 on on ADP istl-1702 154 6 windows window NOUN istl-1702 154 7 , , PUNCT istl-1702 154 8 macintosh macintosh NOUN istl-1702 154 9 , , PUNCT istl-1702 154 10 and and CCONJ istl-1702 154 11 linux linux PROPN istl-1702 154 12 , , PUNCT istl-1702 154 13 and and CCONJ istl-1702 154 14 the the DET istl-1702 154 15 preferred preferred ADJ istl-1702 154 16 file file NOUN istl-1702 154 17 format format NOUN istl-1702 154 18 is be AUX istl-1702 154 19 plain plain ADJ istl-1702 154 20 text text NOUN istl-1702 154 21 . . PUNCT istl-1702 154 22     SPACE istl-1702 155 1 antfileconverter antfileconverter NOUN istl-1702 155 2 http://www.laurenceanthony.net/software/antfileconverter/ http://www.laurenceanthony.net/software/antfileconverter/ PROPN istl-1702 155 3 antfileconverter antfileconverter NOUN istl-1702 155 4 is be AUX istl-1702 155 5 a a DET istl-1702 155 6 tool tool NOUN istl-1702 155 7 for for ADP istl-1702 155 8 converting convert VERB istl-1702 155 9 pdf pdf NOUN istl-1702 155 10 and and CCONJ istl-1702 155 11 word word NOUN istl-1702 155 12 documents document NOUN istl-1702 155 13 to to PART istl-1702 155 14 plain plain VERB istl-1702 155 15 text text NOUN istl-1702 155 16 for for ADP istl-1702 155 17 use use NOUN istl-1702 155 18 in in ADP istl-1702 155 19 text text NOUN istl-1702 155 20 mining mining NOUN istl-1702 155 21 . . PUNCT istl-1702 155 22     SPACE istl-1702 156 1 textstat textstat PROPN istl-1702 156 2 http://neon.niederlandistik.fu-berlin.de/en/textstat/ http://neon.niederlandistik.fu-berlin.de/en/textstat/ PROPN istl-1702 156 3 found find VERB istl-1702 156 4 at at ADP istl-1702 156 5 the the DET istl-1702 156 6 free free ADJ istl-1702 156 7 university university PROPN istl-1702 156 8 of of ADP istl-1702 156 9 berlin berlin PROPN istl-1702 156 10 web web NOUN istl-1702 156 11 site site NOUN istl-1702 156 12 , , PUNCT istl-1702 156 13 textstat textstat NOUN istl-1702 156 14 is be AUX istl-1702 156 15 an an DET istl-1702 156 16 analysis analysis NOUN istl-1702 156 17 program program NOUN istl-1702 156 18 that that PRON istl-1702 156 19 allows allow VERB istl-1702 156 20 users user NOUN istl-1702 156 21 to to PART istl-1702 156 22 build build VERB istl-1702 156 23 a a DET istl-1702 156 24 corpus corpus NOUN istl-1702 156 25 and and CCONJ istl-1702 156 26 find find VERB istl-1702 156 27 word word NOUN istl-1702 156 28 frequencies frequency NOUN istl-1702 156 29 and and CCONJ istl-1702 156 30 concordances concordance NOUN istl-1702 156 31 . . PUNCT istl-1702 157 1 acceptable acceptable ADJ istl-1702 157 2 file file NOUN istl-1702 157 3 formats format NOUN istl-1702 157 4 include include VERB istl-1702 157 5 plain plain ADJ istl-1702 157 6 text text NOUN istl-1702 157 7 , , PUNCT istl-1702 157 8 html html NOUN istl-1702 157 9 ( ( PUNCT istl-1702 157 10 directly directly ADV istl-1702 157 11 from from ADP istl-1702 157 12 the the DET istl-1702 157 13 internet internet NOUN istl-1702 157 14 ) ) PUNCT istl-1702 157 15 , , PUNCT istl-1702 157 16 ms ms ADJ istl-1702 157 17 word word NOUN istl-1702 157 18 , , PUNCT istl-1702 157 19 and and CCONJ istl-1702 157 20 openoffice openoffice VERB istl-1702 157 21 files file NOUN istl-1702 157 22 . . PUNCT istl-1702 157 23     SPACE istl-1702 158 1 casualconc casualconc ADJ istl-1702 158 2 https://sites.google.com/site/casualconc/ https://sites.google.com/site/casualconc/ PROPN istl-1702 158 3 casualconc casualconc ADJ istl-1702 158 4 is be AUX istl-1702 158 5 a a DET istl-1702 158 6 concordance concordance NOUN istl-1702 158 7 program program NOUN istl-1702 158 8 designed design VERB istl-1702 158 9 for for ADP istl-1702 158 10 the the DET istl-1702 158 11 mac mac PROPN istl-1702 158 12 x x PROPN istl-1702 158 13 10.5 10.5 NUM istl-1702 158 14 or or CCONJ istl-1702 158 15 later later ADV istl-1702 158 16 operating operating NOUN istl-1702 158 17 system system NOUN istl-1702 158 18 . . PUNCT istl-1702 159 1 features feature NOUN istl-1702 159 2 include include VERB istl-1702 159 3 concordances concordance NOUN istl-1702 159 4 , , PUNCT istl-1702 159 5 word word NOUN istl-1702 159 6 clusters cluster NOUN istl-1702 159 7 , , PUNCT istl-1702 159 8 collocation collocation NOUN istl-1702 159 9 analysis analysis NOUN istl-1702 159 10 , , PUNCT istl-1702 159 11 and and CCONJ istl-1702 159 12 word word NOUN istl-1702 159 13 counts count NOUN istl-1702 159 14 . . PUNCT istl-1702 160 1 the the DET istl-1702 160 2 preferred preferred ADJ istl-1702 160 3 file file NOUN istl-1702 160 4 format format NOUN istl-1702 160 5 is be AUX istl-1702 160 6 plain plain ADJ istl-1702 160 7 text text NOUN istl-1702 160 8 , , PUNCT istl-1702 160 9 but but CCONJ istl-1702 160 10 it it PRON istl-1702 160 11 will will AUX istl-1702 160 12 also also ADV istl-1702 160 13 work work VERB istl-1702 160 14 with with ADP istl-1702 160 15 ms ms ADJ istl-1702 160 16 word word NOUN istl-1702 160 17 , , PUNCT istl-1702 160 18 pdf pdf NOUN istl-1702 160 19 and and CCONJ istl-1702 160 20 html html PROPN istl-1702 160 21 . . PUNCT istl-1702 161 1 at at ADP istl-1702 161 2 this this DET istl-1702 161 3 time time NOUN istl-1702 161 4 the the DET istl-1702 161 5 developer developer NOUN istl-1702 161 6 notes note VERB istl-1702 161 7 that that SCONJ istl-1702 161 8 they they PRON istl-1702 161 9 have have AUX istl-1702 161 10 used use VERB istl-1702 161 11 casualconc casualconc ADJ istl-1702 161 12 exclusively exclusively ADV istl-1702 161 13 with with ADP istl-1702 161 14 english english PROPN istl-1702 161 15 , , PUNCT istl-1702 161 16 and and CCONJ istl-1702 161 17 would would AUX istl-1702 161 18 appreciate appreciate VERB istl-1702 161 19 feedback feedback NOUN istl-1702 161 20 from from ADP istl-1702 161 21 anyone anyone PRON istl-1702 161 22 who who PRON istl-1702 161 23 uses use VERB istl-1702 161 24 it it PRON istl-1702 161 25 with with ADP istl-1702 161 26 other other ADJ istl-1702 161 27 languages language NOUN istl-1702 161 28 . . PUNCT istl-1702 161 29     SPACE istl-1702 162 1 paper paper NOUN istl-1702 162 2 machines machine NOUN istl-1702 162 3 http://papermachines.org/ http://papermachines.org/ PROPN istl-1702 162 4 paper paper NOUN istl-1702 162 5 machines machine NOUN istl-1702 162 6 is be AUX istl-1702 162 7 an an DET istl-1702 162 8 add add VERB istl-1702 162 9 - - PUNCT istl-1702 162 10 on on NOUN istl-1702 162 11 to to ADP istl-1702 162 12 the the DET istl-1702 162 13 citation citation NOUN istl-1702 162 14 management management NOUN istl-1702 162 15 software software NOUN istl-1702 162 16 zotero zotero PROPN istl-1702 162 17 and and CCONJ istl-1702 162 18 its its PRON istl-1702 162 19 features feature NOUN istl-1702 162 20 include include VERB istl-1702 162 21 topic topic NOUN istl-1702 162 22 modeling modeling NOUN istl-1702 162 23 and and CCONJ istl-1702 162 24 word word NOUN istl-1702 162 25 clouds cloud NOUN istl-1702 162 26 . . PUNCT istl-1702 162 27     SPACE istl-1702 163 1 apps app NOUN istl-1702 163 2 smart smart ADJ istl-1702 163 3 phone phone NOUN istl-1702 163 4 applications application NOUN istl-1702 163 5 that that PRON istl-1702 163 6 are be AUX istl-1702 163 7 currently currently ADV istl-1702 163 8 available available ADJ istl-1702 163 9 for for ADP istl-1702 163 10 mobile mobile ADJ istl-1702 163 11 text text NOUN istl-1702 163 12 analysis analysis NOUN istl-1702 163 13 . . PUNCT istl-1702 164 1 textal textal ADJ istl-1702 164 2 http://textal.org/ http://textal.org/ NOUN istl-1702 164 3 textal textal NOUN istl-1702 164 4 is be AUX istl-1702 164 5 free free ADJ istl-1702 164 6 for for ADP istl-1702 164 7 the the DET istl-1702 164 8 ios io NOUN istl-1702 164 9 system system NOUN istl-1702 164 10 . . PUNCT istl-1702 165 1 it it PRON istl-1702 165 2 allows allow VERB istl-1702 165 3 for for ADP istl-1702 165 4 the the DET istl-1702 165 5 analysis analysis NOUN istl-1702 165 6 of of ADP istl-1702 165 7 web web NOUN istl-1702 165 8 sites site NOUN istl-1702 165 9 , , PUNCT istl-1702 165 10 tweets tweet NOUN istl-1702 165 11 , , PUNCT istl-1702 165 12 and and CCONJ istl-1702 165 13 documents document NOUN istl-1702 165 14 . . PUNCT istl-1702 166 1 features feature NOUN istl-1702 166 2 include include VERB istl-1702 166 3 a a DET istl-1702 166 4 word word NOUN istl-1702 166 5 cloud cloud NOUN istl-1702 166 6 , , PUNCT istl-1702 166 7 word word NOUN istl-1702 166 8 frequency frequency NOUN istl-1702 166 9 , , PUNCT istl-1702 166 10 and and CCONJ istl-1702 166 11 collocation collocation NOUN istl-1702 166 12 ; ; PUNCT istl-1702 166 13 for for ADP istl-1702 166 14 fun fun NOUN istl-1702 166 15 it it PRON istl-1702 166 16 does do AUX istl-1702 166 17 also also ADV istl-1702 166 18 include include VERB istl-1702 166 19 a a DET istl-1702 166 20 words word NOUN istl-1702 166 21 score score NOUN istl-1702 166 22 for for ADP istl-1702 166 23 the the DET istl-1702 166 24 game game NOUN istl-1702 166 25 scrabble scrabble ADJ istl-1702 166 26 . . PUNCT istl-1702 167 1 this this DET istl-1702 167 2 app app NOUN istl-1702 167 3 does do AUX istl-1702 167 4 require require VERB istl-1702 167 5 association association NOUN istl-1702 167 6 with with ADP istl-1702 167 7 a a DET istl-1702 167 8 twitter twitter NOUN istl-1702 167 9 account account NOUN istl-1702 167 10 to to PART istl-1702 167 11 function function VERB istl-1702 167 12 properly properly ADV istl-1702 167 13 . . PUNCT istl-1702 167 14     SPACE istl-1702 168 1 programming program VERB istl-1702 168 2 if if SCONJ istl-1702 168 3 users user NOUN istl-1702 168 4 do do AUX istl-1702 168 5 not not PART istl-1702 168 6 have have VERB istl-1702 168 7 experience experience NOUN istl-1702 168 8 with with ADP istl-1702 168 9 programing program VERB istl-1702 168 10 this this DET istl-1702 168 11 method method NOUN istl-1702 168 12 will will AUX istl-1702 168 13 require require VERB istl-1702 168 14 a a DET istl-1702 168 15 larger large ADJ istl-1702 168 16 commitment commitment NOUN istl-1702 168 17 in in ADP istl-1702 168 18 time time NOUN istl-1702 168 19 to to PART istl-1702 168 20 learn learn VERB istl-1702 168 21 both both CCONJ istl-1702 168 22 a a DET istl-1702 168 23 programing program VERB istl-1702 168 24 language language NOUN istl-1702 168 25 and and CCONJ istl-1702 168 26 then then ADV istl-1702 168 27 the the DET istl-1702 168 28 specifics specific NOUN istl-1702 168 29 for for ADP istl-1702 168 30 using use VERB istl-1702 168 31 that that DET istl-1702 168 32 language language NOUN istl-1702 168 33 with with ADP istl-1702 168 34 text text NOUN istl-1702 168 35 mining mining NOUN istl-1702 168 36 . . PUNCT istl-1702 169 1 many many ADJ istl-1702 169 2 programing programing ADJ istl-1702 169 3 scripts script NOUN istl-1702 169 4 are be AUX istl-1702 169 5 available available ADJ istl-1702 169 6 online online ADV istl-1702 169 7 which which PRON istl-1702 169 8 can can AUX istl-1702 169 9 be be AUX istl-1702 169 10 very very ADV istl-1702 169 11 helpful helpful ADJ istl-1702 169 12 . . PUNCT istl-1702 170 1 due due ADP istl-1702 170 2 to to ADP istl-1702 170 3 nature nature NOUN istl-1702 170 4 of of ADP istl-1702 170 5 programming programming NOUN istl-1702 170 6 however however ADV istl-1702 170 7 it it PRON istl-1702 170 8 is be AUX istl-1702 170 9 the the DET istl-1702 170 10 most most ADV istl-1702 170 11 flexible flexible ADJ istl-1702 170 12 way way NOUN istl-1702 170 13 to to PART istl-1702 170 14 text text VERB istl-1702 170 15 mine mine PRON istl-1702 170 16 and and CCONJ istl-1702 170 17 allows allow VERB istl-1702 170 18 users user NOUN istl-1702 170 19 to to PART istl-1702 170 20 tailor tailor VERB istl-1702 170 21 it it PRON istl-1702 170 22 to to PART istl-1702 170 23 closely closely ADV istl-1702 170 24 meet meet VERB istl-1702 170 25 their their PRON istl-1702 170 26 needs need NOUN istl-1702 170 27 . . PUNCT istl-1702 171 1 programing programing NOUN istl-1702 171 2 will will AUX istl-1702 171 3 be be AUX istl-1702 171 4 the the DET istl-1702 171 5 best good ADJ istl-1702 171 6 way way NOUN istl-1702 171 7 to to PART istl-1702 171 8 use use VERB istl-1702 171 9 functions function NOUN istl-1702 171 10 such such ADJ istl-1702 171 11 as as ADP istl-1702 171 12 entity entity NOUN istl-1702 171 13 recognition recognition NOUN istl-1702 171 14 , , PUNCT istl-1702 171 15 lemmatization lemmatization NOUN istl-1702 171 16 , , PUNCT istl-1702 171 17 parts part NOUN istl-1702 171 18 of of ADP istl-1702 171 19 speech speech NOUN istl-1702 171 20 , , PUNCT istl-1702 171 21 and and CCONJ istl-1702 171 22 topic topic NOUN istl-1702 171 23 modeling modeling NOUN istl-1702 171 24 . . PUNCT istl-1702 172 1 nltk nltk PROPN istl-1702 172 2 ( ( PUNCT istl-1702 172 3 natural natural ADJ istl-1702 172 4 language language NOUN istl-1702 172 5 tool tool NOUN istl-1702 172 6 kit kit NOUN istl-1702 172 7 ) ) PUNCT istl-1702 172 8 with with ADP istl-1702 172 9 python python PROPN istl-1702 172 10 http://www.nltk.org/ http://www.nltk.org/ X istl-1702 172 11 nltk nltk PROPN istl-1702 172 12 is be AUX istl-1702 172 13 a a DET istl-1702 172 14 platform platform NOUN istl-1702 172 15 for for ADP istl-1702 172 16 working work VERB istl-1702 172 17 with with ADP istl-1702 172 18 human human ADJ istl-1702 172 19 language language NOUN istl-1702 172 20 data datum NOUN istl-1702 172 21 in in ADP istl-1702 172 22 the the DET istl-1702 172 23 programing program VERB istl-1702 172 24 language language NOUN istl-1702 172 25 python python NOUN istl-1702 172 26 . . PUNCT istl-1702 173 1 files file NOUN istl-1702 173 2 should should AUX istl-1702 173 3 be be AUX istl-1702 173 4 plain plain ADJ istl-1702 173 5 text text NOUN istl-1702 173 6 . . PUNCT istl-1702 174 1 it it PRON istl-1702 174 2 has have VERB istl-1702 174 3 several several ADJ istl-1702 174 4 text text NOUN istl-1702 174 5 processing processing NOUN istl-1702 174 6 libraries library NOUN istl-1702 174 7 that that PRON istl-1702 174 8 can can AUX istl-1702 174 9 be be AUX istl-1702 174 10 used use VERB istl-1702 174 11 for for ADP istl-1702 174 12 classification classification NOUN istl-1702 174 13 , , PUNCT istl-1702 174 14 tokenization tokenization NOUN istl-1702 174 15 , , PUNCT istl-1702 174 16 lemmatization lemmatization NOUN istl-1702 174 17 , , PUNCT istl-1702 174 18 and and CCONJ istl-1702 174 19 stemming stem VERB istl-1702 174 20 of of ADP istl-1702 174 21 text text NOUN istl-1702 174 22 . . PUNCT istl-1702 175 1 functions function NOUN istl-1702 175 2 for for ADP istl-1702 175 3 text text NOUN istl-1702 175 4 mining mining NOUN istl-1702 175 5 include include VERB istl-1702 175 6 word word NOUN istl-1702 175 7 count count NOUN istl-1702 175 8 , , PUNCT istl-1702 175 9 word word NOUN istl-1702 175 10 frequency frequency NOUN istl-1702 175 11 , , PUNCT istl-1702 175 12 collocations collocation NOUN istl-1702 175 13 , , PUNCT istl-1702 175 14 named name VERB istl-1702 175 15 entity entity NOUN istl-1702 175 16 identification identification NOUN istl-1702 175 17 , , PUNCT istl-1702 175 18 etc etc X istl-1702 175 19 . . X istl-1702 176 1 the the DET istl-1702 176 2 platform platform NOUN istl-1702 176 3 is be AUX istl-1702 176 4 available available ADJ istl-1702 176 5 for for ADP istl-1702 176 6 windows window NOUN istl-1702 176 7 , , PUNCT istl-1702 176 8 mac mac PROPN istl-1702 176 9 os os PROPN istl-1702 176 10 x x PROPN istl-1702 176 11 , , PUNCT istl-1702 176 12 and and CCONJ istl-1702 176 13 linux linux PROPN istl-1702 176 14 . . PUNCT istl-1702 177 1 finally finally ADV istl-1702 177 2 , , PUNCT istl-1702 177 3 nltk nltk PROPN istl-1702 177 4 is be AUX istl-1702 177 5 an an DET istl-1702 177 6 open open ADJ istl-1702 177 7 source source NOUN istl-1702 177 8 project project NOUN istl-1702 177 9 and and CCONJ istl-1702 177 10 can can AUX istl-1702 177 11 be be AUX istl-1702 177 12 downloaded download VERB istl-1702 177 13 for for ADP istl-1702 177 14 free free ADJ istl-1702 177 15 . . PUNCT istl-1702 177 16     SPACE istl-1702 178 1 mallet mallet PROPN istl-1702 178 2 http://mallet.cs.umass.edu/index.php http://mallet.cs.umass.edu/index.php PROPN istl-1702 178 3 mallet mallet PROPN istl-1702 178 4 is be AUX istl-1702 178 5 an an DET istl-1702 178 6 open open ADJ istl-1702 178 7 source source NOUN istl-1702 178 8 software software NOUN istl-1702 178 9 for for ADP istl-1702 178 10 topic topic NOUN istl-1702 178 11 modeling modeling NOUN istl-1702 178 12 and and CCONJ istl-1702 178 13 statistical statistical ADJ istl-1702 178 14 natural natural ADJ istl-1702 178 15 language language NOUN istl-1702 178 16 processing processing NOUN istl-1702 178 17 that that PRON istl-1702 178 18 runs run VERB istl-1702 178 19 on on ADP istl-1702 178 20 both both DET istl-1702 178 21 windows window NOUN istl-1702 178 22 and and CCONJ istl-1702 178 23 macs mac NOUN istl-1702 178 24 . . PUNCT istl-1702 179 1 this this DET istl-1702 179 2 software software NOUN istl-1702 179 3 allows allow VERB istl-1702 179 4 users user NOUN istl-1702 179 5 to to PART istl-1702 179 6 gain gain VERB istl-1702 179 7 insight insight NOUN istl-1702 179 8 in in ADP istl-1702 179 9 topic topic NOUN istl-1702 179 10 trends trend NOUN istl-1702 179 11 of of ADP istl-1702 179 12 large large ADJ istl-1702 179 13 corpus corpus NOUN istl-1702 179 14 . . PUNCT istl-1702 179 15     SPACE istl-1702 180 1 r r NOUN istl-1702 180 2 https://www.r-project.org/ https://www.r-project.org/ NOUN istl-1702 180 3 r r NOUN istl-1702 180 4 is be AUX istl-1702 180 5 an an DET istl-1702 180 6 open open ADJ istl-1702 180 7 source source NOUN istl-1702 180 8 programing program VERB istl-1702 180 9 language language NOUN istl-1702 180 10 that that PRON istl-1702 180 11 can can AUX istl-1702 180 12 be be AUX istl-1702 180 13 used use VERB istl-1702 180 14 for for ADP istl-1702 180 15 data data NOUN istl-1702 180 16 manipulation manipulation NOUN istl-1702 180 17 , , PUNCT istl-1702 180 18 calculations calculation NOUN istl-1702 180 19 , , PUNCT istl-1702 180 20 and and CCONJ istl-1702 180 21 graphing graph VERB istl-1702 180 22 . . PUNCT istl-1702 181 1 it it PRON istl-1702 181 2 is be AUX istl-1702 181 3 highly highly ADV istl-1702 181 4 extensible extensible ADJ istl-1702 181 5 and and CCONJ istl-1702 181 6 can can AUX istl-1702 181 7 be be AUX istl-1702 181 8 adapted adapt VERB istl-1702 181 9 to to PART istl-1702 181 10 fit fit VERB istl-1702 181 11 the the DET istl-1702 181 12 user user NOUN istl-1702 181 13 's 's PART istl-1702 181 14 needs need NOUN istl-1702 181 15 . . PUNCT istl-1702 182 1 this this PRON istl-1702 182 2 is be AUX istl-1702 182 3 done do VERB istl-1702 182 4 through through ADP istl-1702 182 5 using use VERB istl-1702 182 6 different different ADJ istl-1702 182 7 packages package NOUN istl-1702 182 8 , , PUNCT istl-1702 182 9 such such ADJ istl-1702 182 10 as as ADP istl-1702 182 11 the the DET istl-1702 182 12 tm tm PROPN istl-1702 182 13 package package NOUN istl-1702 182 14 for for ADP istl-1702 182 15 text text NOUN istl-1702 182 16 mining mining NOUN istl-1702 182 17 . . PUNCT istl-1702 183 1 r r NOUN istl-1702 183 2 is be AUX istl-1702 183 3 compatible compatible ADJ istl-1702 183 4 with with ADP istl-1702 183 5 many many ADJ istl-1702 183 6 platforms platform NOUN istl-1702 183 7 such such ADJ istl-1702 183 8 as as ADP istl-1702 183 9 linux linux PROPN istl-1702 183 10 , , PUNCT istl-1702 183 11 windows window NOUN istl-1702 183 12 , , PUNCT istl-1702 183 13 and and CCONJ istl-1702 183 14 the the DET istl-1702 183 15 mac mac PROPN istl-1702 183 16 os os PROPN istl-1702 183 17 . . PUNCT istl-1702 183 18     SPACE istl-1702 184 1 visualization visualization NOUN istl-1702 184 2 visualization visualization NOUN istl-1702 184 3 can can AUX istl-1702 184 4 range range VERB istl-1702 184 5 from from ADP istl-1702 184 6 simple simple ADJ istl-1702 184 7 word word NOUN istl-1702 184 8 clouds cloud NOUN istl-1702 184 9 to to ADP istl-1702 184 10 more more ADV istl-1702 184 11 complex complex ADJ istl-1702 184 12 graphs graph NOUN istl-1702 184 13 and and CCONJ istl-1702 184 14 charts chart NOUN istl-1702 184 15 . . PUNCT istl-1702 185 1 these these DET istl-1702 185 2 tools tool NOUN istl-1702 185 3 are be AUX istl-1702 185 4 not not PART istl-1702 185 5 for for ADP istl-1702 185 6 extensive extensive ADJ istl-1702 185 7 analysis analysis NOUN istl-1702 185 8 but but CCONJ istl-1702 185 9 more more ADV istl-1702 185 10 often often ADV istl-1702 185 11 to to PART istl-1702 185 12 show show VERB istl-1702 185 13 the the DET istl-1702 185 14 results result NOUN istl-1702 185 15 of of ADP istl-1702 185 16 the the DET istl-1702 185 17 different different ADJ istl-1702 185 18 functions function NOUN istl-1702 185 19 of of ADP istl-1702 185 20 text text NOUN istl-1702 185 21 mining mining NOUN istl-1702 185 22 . . PUNCT istl-1702 186 1 word word NOUN istl-1702 186 2 clouds cloud NOUN istl-1702 186 3 for for ADP istl-1702 186 4 example example NOUN istl-1702 186 5 are be AUX istl-1702 186 6 a a DET istl-1702 186 7 visualization visualization NOUN istl-1702 186 8 of of ADP istl-1702 186 9 word word NOUN istl-1702 186 10 frequency frequency NOUN istl-1702 186 11 . . PUNCT istl-1702 187 1 wordle wordle NOUN istl-1702 187 2 http://www.wordle.net/ http://www.wordle.net/ NOUN istl-1702 187 3 wordle wordle NOUN istl-1702 187 4 is be AUX istl-1702 187 5 a a DET istl-1702 187 6 word word NOUN istl-1702 187 7 cloud cloud NOUN istl-1702 187 8 generating generating NOUN istl-1702 187 9 web web NOUN istl-1702 187 10 site site NOUN istl-1702 187 11 . . PUNCT istl-1702 188 1 features feature NOUN istl-1702 188 2 include include VERB istl-1702 188 3 the the DET istl-1702 188 4 ability ability NOUN istl-1702 188 5 to to PART istl-1702 188 6 customize customize VERB istl-1702 188 7 fonts font NOUN istl-1702 188 8 , , PUNCT istl-1702 188 9 layouts layout NOUN istl-1702 188 10 , , PUNCT istl-1702 188 11 and and CCONJ istl-1702 188 12 color color NOUN istl-1702 188 13 schemes scheme NOUN istl-1702 188 14 of of ADP istl-1702 188 15 the the DET istl-1702 188 16 word word NOUN istl-1702 188 17 cloud cloud PROPN istl-1702 188 18 . . PUNCT istl-1702 189 1 as as SCONJ istl-1702 189 2 wordle wordle NOUN istl-1702 189 3 uses use VERB istl-1702 189 4 the the DET istl-1702 189 5 java java PROPN istl-1702 189 6 browser browser PROPN istl-1702 189 7 plug plug PROPN istl-1702 189 8 - - PUNCT istl-1702 189 9 in in NOUN istl-1702 189 10 , , PUNCT istl-1702 189 11 it it PRON istl-1702 189 12 does do AUX istl-1702 189 13 require require VERB istl-1702 189 14 java java ADV istl-1702 189 15 to to PART istl-1702 189 16 be be AUX istl-1702 189 17 installed instal VERB istl-1702 189 18 and and CCONJ istl-1702 189 19 the the DET istl-1702 189 20 browser browser NOUN istl-1702 189 21 be be AUX istl-1702 189 22 configured configure VERB istl-1702 189 23 to to PART istl-1702 189 24 use use VERB istl-1702 189 25 it it PRON istl-1702 189 26 . . PUNCT istl-1702 189 27     SPACE istl-1702 190 1 bookworm bookworm NOUN istl-1702 190 2 http://bookworm.culturomics.org/ http://bookworm.culturomics.org/ NOUN istl-1702 190 3 bookworm bookworm NOUN istl-1702 190 4 is be AUX istl-1702 190 5 an an DET istl-1702 190 6 interface interface NOUN istl-1702 190 7 tool tool NOUN istl-1702 190 8 to to PART istl-1702 190 9 work work VERB istl-1702 190 10 with with ADP istl-1702 190 11 the the DET istl-1702 190 12 google google PROPN istl-1702 190 13 books books PROPN istl-1702 190 14 corpus corpus PROPN istl-1702 190 15 . . PUNCT istl-1702 191 1 it it PRON istl-1702 191 2 allows allow VERB istl-1702 191 3 users user NOUN istl-1702 191 4 to to PART istl-1702 191 5 track track VERB istl-1702 191 6 the the DET istl-1702 191 7 changes change NOUN istl-1702 191 8 in in ADP istl-1702 191 9 a a DET istl-1702 191 10 word word NOUN istl-1702 191 11 or or CCONJ istl-1702 191 12 phrases phrase NOUN istl-1702 191 13 in in ADP istl-1702 191 14 the the DET istl-1702 191 15 corpus corpus NOUN istl-1702 191 16 over over ADP istl-1702 191 17 a a DET istl-1702 191 18 selected select VERB istl-1702 191 19 amount amount NOUN istl-1702 191 20 of of ADP istl-1702 191 21 time time NOUN istl-1702 191 22 . . PUNCT istl-1702 191 23     SPACE istl-1702 192 1 infogr.am infogr.am NUM istl-1702 192 2 https://infogr.am/ https://infogr.am/ DET istl-1702 192 3 a a DET istl-1702 192 4 web web NOUN istl-1702 192 5 site site NOUN istl-1702 192 6 for for ADP istl-1702 192 7 creating create VERB istl-1702 192 8 graphs graph NOUN istl-1702 192 9 and and CCONJ istl-1702 192 10 charts chart NOUN istl-1702 192 11 , , PUNCT istl-1702 192 12 infogr.am infogr.am PRON istl-1702 192 13 has have VERB istl-1702 192 14 more more ADJ istl-1702 192 15 than than ADP istl-1702 192 16 30 30 NUM istl-1702 192 17 types type NOUN istl-1702 192 18 to to PART istl-1702 192 19 choose choose VERB istl-1702 192 20 from from ADP istl-1702 192 21 . . PUNCT istl-1702 193 1 data datum NOUN istl-1702 193 2 can can AUX istl-1702 193 3 be be AUX istl-1702 193 4 entered enter VERB istl-1702 193 5 directly directly ADV istl-1702 193 6 into into ADP istl-1702 193 7 the the DET istl-1702 193 8 web web NOUN istl-1702 193 9 site site NOUN istl-1702 193 10 , , PUNCT istl-1702 193 11 can can AUX istl-1702 193 12 be be AUX istl-1702 193 13 imported import VERB istl-1702 193 14 from from ADP istl-1702 193 15 a a DET istl-1702 193 16 sources source NOUN istl-1702 193 17 such such ADJ istl-1702 193 18 as as ADP istl-1702 193 19 the the DET istl-1702 193 20 cloud cloud NOUN istl-1702 193 21 , , PUNCT istl-1702 193 22 google google PROPN istl-1702 193 23 drive drive PROPN istl-1702 193 24 , , PUNCT istl-1702 193 25 and and CCONJ istl-1702 193 26 dropbox dropbox PROPN istl-1702 193 27 , , PUNCT istl-1702 193 28 or or CCONJ istl-1702 193 29 can can AUX istl-1702 193 30 be be AUX istl-1702 193 31 uploaded upload VERB istl-1702 193 32 via via ADP istl-1702 193 33 spreadsheet spreadsheet NOUN istl-1702 193 34 . . PUNCT istl-1702 193 35     SPACE istl-1702 194 1 tagxedo tagxedo PROPN istl-1702 195 1 http://www.tagxedo.com/ http://www.tagxedo.com/ ADP istl-1702 195 2 tagxedo tagxedo PROPN istl-1702 195 3 is be AUX istl-1702 195 4 a a DET istl-1702 195 5 web web NOUN istl-1702 195 6 site site NOUN istl-1702 195 7 for for ADP istl-1702 195 8 generating generate VERB istl-1702 195 9 word word NOUN istl-1702 195 10 clouds cloud NOUN istl-1702 195 11 . . PUNCT istl-1702 196 1 clouds cloud NOUN istl-1702 196 2 can can AUX istl-1702 196 3 be be AUX istl-1702 196 4 created create VERB istl-1702 196 5 by by ADP istl-1702 196 6 uploading upload VERB istl-1702 196 7 plain plain ADJ istl-1702 196 8 text text NOUN istl-1702 196 9 files file NOUN istl-1702 196 10 , , PUNCT istl-1702 196 11 entering enter VERB istl-1702 196 12 a a DET istl-1702 196 13 url url NOUN istl-1702 196 14 , , PUNCT istl-1702 196 15 twitter twitter PROPN istl-1702 196 16 i i PROPN istl-1702 197 1 d d PROPN istl-1702 197 2 , , PUNCT istl-1702 197 3 rss rss NOUN istl-1702 197 4 feed feed NOUN istl-1702 197 5 , , PUNCT istl-1702 197 6 or or CCONJ istl-1702 197 7 search search NOUN istl-1702 197 8 . . PUNCT istl-1702 198 1 features feature NOUN istl-1702 198 2 include include VERB istl-1702 198 3 the the DET istl-1702 198 4 ability ability NOUN istl-1702 198 5 to to PART istl-1702 198 6 customize customize VERB istl-1702 198 7 font font NOUN istl-1702 198 8 , , PUNCT istl-1702 198 9 colors color NOUN istl-1702 198 10 , , PUNCT istl-1702 198 11 theme theme NOUN istl-1702 198 12 , , PUNCT istl-1702 198 13 and and CCONJ istl-1702 198 14 shape shape NOUN istl-1702 198 15 of of ADP istl-1702 198 16 the the DET istl-1702 198 17 word word NOUN istl-1702 198 18 cloud cloud NOUN istl-1702 198 19 . . PUNCT istl-1702 198 20     SPACE istl-1702 199 1 references reference NOUN istl-1702 199 2 duke duke VERB istl-1702 199 3 university university NOUN istl-1702 199 4 libraries library NOUN istl-1702 199 5 . . PUNCT istl-1702 200 1 2016 2016 NUM istl-1702 200 2 . . PUNCT istl-1702 201 1 introduction introduction NOUN istl-1702 201 2 to to PART istl-1702 201 3 text text VERB istl-1702 201 4 analysis analysis NOUN istl-1702 201 5 . . PUNCT istl-1702 202 1 [ [ X istl-1702 202 2 internet internet NOUN istl-1702 202 3 ] ] PUNCT istl-1702 202 4 . . PUNCT istl-1702 203 1 [ [ PUNCT istl-1702 203 2 available available ADJ istl-1702 203 3 from from ADP istl-1702 203 4 : : PUNCT istl-1702 203 5 http://guides.library.duke.edu/text_analysis http://guides.library.duke.edu/text_analysis NOUN istl-1702 203 6 frijters frijter NOUN istl-1702 203 7 , , PUNCT istl-1702 203 8 r. r. PROPN istl-1702 203 9 , , PUNCT istl-1702 203 10 vugt vugt NOUN istl-1702 203 11 , , PUNCT istl-1702 203 12 m. m. PROPN istl-1702 203 13 van van PROPN istl-1702 203 14 , , PUNCT istl-1702 203 15 smeets smeet NOUN istl-1702 203 16 , , PUNCT istl-1702 203 17 r. r. PROPN istl-1702 203 18 , , PUNCT istl-1702 203 19 schaik schaik NOUN istl-1702 203 20 , , PUNCT istl-1702 203 21 v. v. PROPN istl-1702 203 22 , , PUNCT istl-1702 203 23 vlieg vlieg PROPN istl-1702 203 24 , , PUNCT istl-1702 203 25 j. j. PROPN istl-1702 203 26 de de PROPN istl-1702 203 27 & & CCONJ istl-1702 203 28 alkema alkema PROPN istl-1702 203 29 , , PUNCT istl-1702 203 30 w. w. PROPN istl-1702 203 31 2010 2010 NUM istl-1702 203 32 . . PUNCT istl-1702 204 1 literature literature NOUN istl-1702 204 2 mining mining NOUN istl-1702 204 3 for for ADP istl-1702 204 4 the the DET istl-1702 204 5 discovery discovery NOUN istl-1702 204 6 of of ADP istl-1702 204 7 hidden hidden ADJ istl-1702 204 8 connections connection NOUN istl-1702 204 9 between between ADP istl-1702 204 10 drugs drug NOUN istl-1702 204 11 , , PUNCT istl-1702 204 12 genes gene NOUN istl-1702 204 13 and and CCONJ istl-1702 204 14 diseases disease NOUN istl-1702 204 15 . . PUNCT istl-1702 205 1 plos plos PROPN istl-1702 205 2 computational computational PROPN istl-1702 205 3 biology biology PROPN istl-1702 205 4 . . PUNCT istl-1702 206 1 doi doi PROPN istl-1702 206 2 : : PUNCT istl-1702 206 3 10.1371 10.1371 NUM istl-1702 206 4 / / SYM istl-1702 206 5 journal.pcbi.1000943 journal.pcbi.1000943 PROPN istl-1702 206 6 grubert grubert NOUN istl-1702 206 7 , , PUNCT istl-1702 206 8 e. e. PROPN istl-1702 206 9 & & CCONJ istl-1702 206 10 siders siders PROPN istl-1702 206 11 , , PUNCT istl-1702 206 12 a. a. PROPN istl-1702 206 13 2016 2016 NUM istl-1702 206 14 . . PUNCT istl-1702 207 1 benefits benefit NOUN istl-1702 207 2 and and CCONJ istl-1702 207 3 applications application NOUN istl-1702 207 4 of of ADP istl-1702 207 5 interdisciplinary interdisciplinary ADJ istl-1702 207 6 digital digital ADJ istl-1702 207 7 tools tool NOUN istl-1702 207 8 for for ADP istl-1702 207 9 environmental environmental ADJ istl-1702 207 10 meta meta NOUN istl-1702 207 11 - - PUNCT istl-1702 207 12 reviews review NOUN istl-1702 207 13 and and CCONJ istl-1702 207 14 analyses analysis NOUN istl-1702 207 15 . . PUNCT istl-1702 208 1 environmental environmental ADJ istl-1702 208 2 research research NOUN istl-1702 208 3 letters letter NOUN istl-1702 208 4 11(9 11(9 NUM istl-1702 208 5 ) ) PUNCT istl-1702 208 6 . . PUNCT istl-1702 209 1 doi doi PROPN istl-1702 209 2 : : PUNCT istl-1702 209 3 10.1088/1748 10.1088/1748 X istl-1702 209 4 - - SYM istl-1702 209 5 9326/11/9/093001 9326/11/9/093001 NUM istl-1702 209 6 hirdt hirdt PROPN istl-1702 209 7 , , PUNCT istl-1702 209 8 j. j. PROPN istl-1702 209 9 & & CCONJ istl-1702 209 10 brown brown PROPN istl-1702 209 11 , , PUNCT istl-1702 209 12 d. d. PROPN istl-1702 209 13 2016 2016 NUM istl-1702 209 14 . . PUNCT istl-1702 210 1 identifying identify VERB istl-1702 210 2 understudied understudied ADJ istl-1702 210 3 nuclear nuclear ADJ istl-1702 210 4 reactions reaction NOUN istl-1702 210 5 by by ADP istl-1702 210 6 text text NOUN istl-1702 210 7 - - PUNCT istl-1702 210 8 mining mining NOUN istl-1702 210 9 the the DET istl-1702 210 10 exfor exfor NOUN istl-1702 210 11 experimental experimental ADJ istl-1702 210 12 nuclear nuclear ADJ istl-1702 210 13 reaction reaction NOUN istl-1702 210 14 library library NOUN istl-1702 210 15 . . PUNCT istl-1702 211 1 nuclear nuclear ADJ istl-1702 211 2 data datum NOUN istl-1702 211 3 sheets sheet NOUN istl-1702 211 4 131:377 131:377 NOUN istl-1702 211 5 - - SYM istl-1702 211 6 399 399 NUM istl-1702 211 7 . . PUNCT istl-1702 212 1 doi doi PROPN istl-1702 212 2 : : PUNCT istl-1702 212 3 10.1016 10.1016 NUM istl-1702 212 4 / / SYM istl-1702 212 5 j.nds.2015.12.008 j.nds.2015.12.008 PROPN istl-1702 212 6 nunez nunez PROPN istl-1702 212 7 - - PUNCT istl-1702 212 8 mir mir PROPN istl-1702 212 9 , , PUNCT istl-1702 212 10 g.c g.c PROPN istl-1702 212 11 . . PROPN istl-1702 212 12 , , PUNCT istl-1702 212 13 iannone iannone NOUN istl-1702 212 14 , , PUNCT istl-1702 212 15 b.v b.v PROPN istl-1702 212 16 . . PROPN istl-1702 212 17 , , PUNCT istl-1702 212 18 pijanowski pijanowski PROPN istl-1702 212 19 , , PUNCT istl-1702 212 20 b.c b.c PROPN istl-1702 212 21 . . PROPN istl-1702 212 22 , , PUNCT istl-1702 212 23 kong kong PROPN istl-1702 212 24 , , PUNCT istl-1702 212 25 n. n. PROPN istl-1702 212 26 , , PUNCT istl-1702 212 27 fei fei PROPN istl-1702 212 28 , , PUNCT istl-1702 212 29 s. s. PROPN istl-1702 212 30 & & CCONJ istl-1702 212 31 fitzjohn fitzjohn PROPN istl-1702 212 32 , , PUNCT istl-1702 212 33 r. r. PROPN istl-1702 212 34 2016 2016 NUM istl-1702 212 35 . . PUNCT istl-1702 213 1 automated automate VERB istl-1702 213 2 content content NOUN istl-1702 213 3 analysis analysis NOUN istl-1702 213 4 : : PUNCT istl-1702 213 5 addressing address VERB istl-1702 213 6 the the DET istl-1702 213 7 big big ADJ istl-1702 213 8 literature literature NOUN istl-1702 213 9 challenge challenge NOUN istl-1702 213 10 in in ADP istl-1702 213 11 ecology ecology NOUN istl-1702 213 12 and and CCONJ istl-1702 213 13 evolution evolution NOUN istl-1702 213 14 . . PUNCT istl-1702 214 1 methods method NOUN istl-1702 214 2 in in ADP istl-1702 214 3 ecology ecology NOUN istl-1702 214 4 and and CCONJ istl-1702 214 5 evolution evolution PROPN istl-1702 214 6 7(11):1262 7(11):1262 NUM istl-1702 214 7 - - SYM istl-1702 214 8 1272 1272 NUM istl-1702 214 9 . . PUNCT istl-1702 215 1 doi doi PROPN istl-1702 215 2 : : PUNCT istl-1702 215 3 10.1111/2041 10.1111/2041 NUM istl-1702 215 4 - - SYM istl-1702 215 5 210x.12602 210x.12602 NUM istl-1702 215 6 okerson okerson NOUN istl-1702 215 7 , , PUNCT istl-1702 215 8 a. a. PROPN istl-1702 215 9 2013 2013 NUM istl-1702 215 10 . . PUNCT istl-1702 216 1 text text NOUN istl-1702 216 2 & & CCONJ istl-1702 216 3 data datum NOUN istl-1702 216 4 mining mine VERB istl-1702 216 5 a a DET istl-1702 216 6 librarian librarian ADJ istl-1702 216 7 overview overview NOUN istl-1702 216 8 . . PUNCT istl-1702 217 1 ifla ifla PROPN istl-1702 217 2 world world PROPN istl-1702 217 3 congress:1 congress:1 PROPN istl-1702 217 4 - - SYM istl-1702 217 5 6 6 NUM istl-1702 217 6 . . NOUN istl-1702 217 7 available available ADJ istl-1702 217 8 from from ADP istl-1702 217 9 : : PUNCT istl-1702 217 10 http://library.ifla.org/252/1/165-okerson-en.pdf http://library.ifla.org/252/1/165-okerson-en.pdf VERB istl-1702 217 11 reilly reilly ADV istl-1702 217 12 , , PUNCT istl-1702 217 13 b.f b.f PROPN istl-1702 217 14 . . PROPN istl-1702 217 15 2012 2012 NUM istl-1702 217 16 . . PUNCT istl-1702 218 1 crl crl PROPN istl-1702 218 2 reports report VERB istl-1702 218 3 . . PUNCT istl-1702 219 1 charleston charleston PROPN istl-1702 219 2 advisor advisor PROPN istl-1702 219 3 14:75 14:75 NUM istl-1702 219 4 - - SYM istl-1702 219 5 76 76 NUM istl-1702 219 6 . . PUNCT istl-1702 220 1 doi doi PROPN istl-1702 220 2 : : PUNCT istl-1702 220 3 10.5260 10.5260 NUM istl-1702 220 4 / / SYM istl-1702 220 5 chara.14.2.75 chara.14.2.75 PROPN istl-1702 220 6 university university PROPN istl-1702 220 7 of of ADP istl-1702 220 8 california california PROPN istl-1702 220 9 , , PUNCT istl-1702 220 10 san san PROPN istl-1702 220 11 diego diego PROPN istl-1702 220 12 . . PUNCT istl-1702 221 1 2016 2016 NUM istl-1702 221 2 . . PUNCT istl-1702 222 1 [ [ X istl-1702 222 2 accessed access VERB istl-1702 222 3 2016 2016 NUM istl-1702 222 4 june june PROPN istl-1702 222 5 10 10 NUM istl-1702 222 6 ] ] PUNCT istl-1702 222 7 . . PUNCT istl-1702 223 1 finding find VERB istl-1702 223 2 data data PROPN istl-1702 223 3 & & CCONJ istl-1702 223 4 statistics statistic NOUN istl-1702 223 5 : : PUNCT istl-1702 223 6 text text NOUN istl-1702 223 7 mining mining NOUN istl-1702 223 8 . . PUNCT istl-1702 224 1 [ [ X istl-1702 224 2 internet internet NOUN istl-1702 224 3 ] ] PUNCT istl-1702 224 4 . . PUNCT istl-1702 225 1 available available ADJ istl-1702 225 2 from from ADP istl-1702 225 3 : : PUNCT istl-1702 225 4 http://ucsd.libguides.com/data-statistics/textmining http://ucsd.libguides.com/data-statistics/textmining PROPN istl-1702 225 5 university university PROPN istl-1702 225 6 of of ADP istl-1702 225 7 chicago chicago PROPN istl-1702 225 8 . . PUNCT istl-1702 226 1 2016 2016 NUM istl-1702 226 2 . . PUNCT istl-1702 227 1 text text NOUN istl-1702 227 2 and and CCONJ istl-1702 227 3 data data NOUN istl-1702 227 4 mining mining NOUN istl-1702 227 5 . . PUNCT istl-1702 228 1 [ [ X istl-1702 228 2 internet internet NOUN istl-1702 228 3 ] ] PUNCT istl-1702 228 4 . . PUNCT istl-1702 229 1 [ [ X istl-1702 229 2 accessed access VERB istl-1702 229 3 2016 2016 NUM istl-1702 229 4 june june PROPN istl-1702 229 5 12 12 NUM istl-1702 229 6 ] ] PUNCT istl-1702 229 7 . . PUNCT istl-1702 230 1 available available ADJ istl-1702 230 2 from from ADP istl-1702 230 3 : : PUNCT istl-1702 230 4 http://guides.lib.uchicago.edu/textmining#s-lg-box-6075047 http://guides.lib.uchicago.edu/textmining#s-lg-box-6075047 PROPN istl-1702 230 5 university university PROPN istl-1702 230 6 of of ADP istl-1702 230 7 illinois illinois PROPN istl-1702 230 8 at at ADP istl-1702 230 9 urbana urbana PROPN istl-1702 230 10 - - PUNCT istl-1702 230 11 champaign champaign PROPN istl-1702 230 12 . . PUNCT istl-1702 231 1 2016 2016 NUM istl-1702 231 2 . . PUNCT istl-1702 232 1 text text NOUN istl-1702 232 2 mining mining NOUN istl-1702 232 3 tools tool NOUN istl-1702 232 4 . . PUNCT istl-1702 233 1 [ [ X istl-1702 233 2 internet internet NOUN istl-1702 233 3 ] ] PUNCT istl-1702 233 4 . . PUNCT istl-1702 234 1 [ [ X istl-1702 234 2 accessed access VERB istl-1702 234 3 2016 2016 NUM istl-1702 234 4 june june PROPN istl-1702 234 5 12 12 NUM istl-1702 234 6 ] ] PUNCT istl-1702 234 7 . . PUNCT istl-1702 235 1 available available ADJ istl-1702 235 2 from from ADP istl-1702 235 3 : : PUNCT istl-1702 235 4 http://guides.library.illinois.edu/c.php?g=405110&p=2757860 http://guides.library.illinois.edu/c.php?g=405110&p=2757860 PROPN istl-1702 235 5 university university PROPN istl-1702 235 6 of of ADP istl-1702 235 7 southern southern PROPN istl-1702 235 8 california california PROPN istl-1702 235 9 . . PUNCT istl-1702 236 1 2016 2016 NUM istl-1702 236 2 . . PUNCT istl-1702 237 1 text text NOUN istl-1702 237 2 & & CCONJ istl-1702 237 3 data datum NOUN istl-1702 237 4 mining mining NOUN istl-1702 237 5 . . PUNCT istl-1702 238 1 [ [ X istl-1702 238 2 internet internet NOUN istl-1702 238 3 ] ] PUNCT istl-1702 238 4 . . PUNCT istl-1702 239 1 [ [ X istl-1702 239 2 accessed access VERB istl-1702 239 3 2016 2016 NUM istl-1702 239 4 june june PROPN istl-1702 239 5 10 10 NUM istl-1702 239 6 ] ] PUNCT istl-1702 239 7 . . PUNCT istl-1702 240 1 available available ADJ istl-1702 240 2 from from ADP istl-1702 240 3 : : PUNCT istl-1702 240 4 http://libguides.usc.edu/textmining http://libguides.usc.edu/textmine VERB istl-1702 240 5 previous previous ADJ istl-1702 240 6 contents content NOUN istl-1702 240 7 next next ADV istl-1702 240 8 this this DET istl-1702 240 9 work work NOUN istl-1702 240 10 is be AUX istl-1702 240 11 licensed license VERB istl-1702 240 12 under under ADP istl-1702 240 13 a a DET istl-1702 240 14 creative creative ADJ istl-1702 240 15 commons common NOUN istl-1702 240 16 attribution attribution NOUN istl-1702 240 17 4.0 4.0 NUM istl-1702 240 18 international international ADJ istl-1702 240 19 license license NOUN istl-1702 240 20 . . PUNCT