id sid tid token lemma pos istl-1691 1 1 an an DET istl-1691 1 2 analysis analysis NOUN istl-1691 1 3 of of ADP istl-1691 1 4 selected select VERB istl-1691 1 5 data datum NOUN istl-1691 1 6 practices practice NOUN istl-1691 1 7 : : PUNCT istl-1691 1 8 a a DET istl-1691 1 9 case case NOUN istl-1691 1 10 study study NOUN istl-1691 1 11 of of ADP istl-1691 1 12 the the DET istl-1691 1 13 purdue purdue PROPN istl-1691 1 14 college college PROPN istl-1691 1 15 of of ADP istl-1691 1 16 agriculture agriculture NOUN istl-1691 1 17 previous previous ADJ istl-1691 1 18 contents content NOUN istl-1691 1 19 next next ADJ istl-1691 1 20 issues issue NOUN istl-1691 1 21 in in ADP istl-1691 1 22 science science NOUN istl-1691 1 23 and and CCONJ istl-1691 1 24 technology technology NOUN istl-1691 1 25 librarianship librarianship NOUN istl-1691 1 26 fall fall NOUN istl-1691 1 27 2016 2016 NUM istl-1691 1 28 doi:10.5062 doi:10.5062 PROPN istl-1691 1 29 / / SYM istl-1691 1 30 f4057cx4 f4057cx4 PROPN istl-1691 1 31 urls url NOUN istl-1691 1 32 in in ADP istl-1691 1 33 this this DET istl-1691 1 34 document document NOUN istl-1691 1 35 have have AUX istl-1691 1 36 been be AUX istl-1691 1 37 updated update VERB istl-1691 1 38 . . PUNCT istl-1691 2 1 links link NOUN istl-1691 2 2 enclosed enclose VERB istl-1691 2 3 in in ADP istl-1691 2 4 { { PUNCT istl-1691 2 5 curly curly ADJ istl-1691 2 6 brackets bracket NOUN istl-1691 2 7 } } PUNCT istl-1691 2 8 have have AUX istl-1691 2 9 been be AUX istl-1691 2 10 changed change VERB istl-1691 2 11 . . PUNCT istl-1691 3 1 if if SCONJ istl-1691 3 2 a a DET istl-1691 3 3 replacement replacement NOUN istl-1691 3 4 link link NOUN istl-1691 3 5 was be AUX istl-1691 3 6 located locate VERB istl-1691 3 7 , , PUNCT istl-1691 3 8 the the DET istl-1691 3 9 new new ADJ istl-1691 3 10 url url NOUN istl-1691 3 11 was be AUX istl-1691 3 12 added add VERB istl-1691 3 13 and and CCONJ istl-1691 3 14 the the DET istl-1691 3 15 link link NOUN istl-1691 3 16 is be AUX istl-1691 3 17 active active ADJ istl-1691 3 18 ; ; PUNCT istl-1691 3 19 if if SCONJ istl-1691 3 20 a a DET istl-1691 3 21 new new ADJ istl-1691 3 22 site site NOUN istl-1691 3 23 could could AUX istl-1691 3 24 not not PART istl-1691 3 25 be be AUX istl-1691 3 26 identified identify VERB istl-1691 3 27 , , PUNCT istl-1691 3 28 the the DET istl-1691 3 29 broken broken ADJ istl-1691 3 30 link link NOUN istl-1691 3 31 was be AUX istl-1691 3 32 removed remove VERB istl-1691 3 33 . . PUNCT istl-1691 4 1 an an DET istl-1691 4 2 analysis analysis NOUN istl-1691 4 3 of of ADP istl-1691 4 4 selected select VERB istl-1691 4 5 data datum NOUN istl-1691 4 6 practices practice NOUN istl-1691 4 7 : : PUNCT istl-1691 4 8 a a DET istl-1691 4 9 case case NOUN istl-1691 4 10 study study NOUN istl-1691 4 11 of of ADP istl-1691 4 12 the the DET istl-1691 4 13 purdue purdue PROPN istl-1691 4 14 college college PROPN istl-1691 4 15 of of ADP istl-1691 4 16 agriculture agriculture NOUN istl-1691 4 17 line line NOUN istl-1691 4 18 pouchard pouchard PROPN istl-1691 4 19 assistant assistant PROPN istl-1691 4 20 professor professor NOUN istl-1691 4 21 and and CCONJ istl-1691 4 22 computational computational ADJ istl-1691 4 23 science science NOUN istl-1691 4 24 information information NOUN istl-1691 4 25 specialist specialist NOUN istl-1691 4 26 pouchard@purdue.edu pouchard@purdue.edu PROPN istl-1691 4 27 marianne marianne PROPN istl-1691 4 28 stowell stowell PROPN istl-1691 4 29 bracke bracke PROPN istl-1691 4 30 professor professor NOUN istl-1691 4 31 and and CCONJ istl-1691 4 32 agricultural agricultural ADJ istl-1691 4 33 sciences science NOUN istl-1691 4 34 information information NOUN istl-1691 4 35 specialist specialist PROPN istl-1691 4 36 mbracke@purdue.edu mbracke@purdue.edu PROPN istl-1691 4 37 purdue purdue PROPN istl-1691 4 38 university university PROPN istl-1691 4 39 libraries library NOUN istl-1691 4 40 west west PROPN istl-1691 4 41 lafayette lafayette PROPN istl-1691 4 42 , , PUNCT istl-1691 4 43 indiana indiana PROPN istl-1691 4 44 abstract abstract PROPN istl-1691 4 45 this this DET istl-1691 4 46 paper paper NOUN istl-1691 4 47 describes describe VERB istl-1691 4 48 a a DET istl-1691 4 49 survey survey NOUN istl-1691 4 50 of of ADP istl-1691 4 51 data data NOUN istl-1691 4 52 practices practice NOUN istl-1691 4 53 given give VERB istl-1691 4 54 to to ADP istl-1691 4 55 the the DET istl-1691 4 56 purdue purdue PROPN istl-1691 4 57 college college NOUN istl-1691 4 58 of of ADP istl-1691 4 59 agriculture agriculture NOUN istl-1691 4 60 . . PUNCT istl-1691 5 1 data data NOUN istl-1691 5 2 practices practice NOUN istl-1691 5 3 are be AUX istl-1691 5 4 a a DET istl-1691 5 5 concern concern NOUN istl-1691 5 6 for for ADP istl-1691 5 7 many many ADJ istl-1691 5 8 researchers researcher NOUN istl-1691 5 9 with with ADP istl-1691 5 10 new new ADJ istl-1691 5 11 governmental governmental ADJ istl-1691 5 12 funding funding NOUN istl-1691 5 13 mandates mandate NOUN istl-1691 5 14 that that PRON istl-1691 5 15 require require VERB istl-1691 5 16 data data NOUN istl-1691 5 17 management management NOUN istl-1691 5 18 plans plan NOUN istl-1691 5 19 , , PUNCT istl-1691 5 20 and and CCONJ istl-1691 5 21 for for ADP istl-1691 5 22 the the DET istl-1691 5 23 institution institution NOUN istl-1691 5 24 providing provide VERB istl-1691 5 25 resources resource NOUN istl-1691 5 26 to to PART istl-1691 5 27 comply comply VERB istl-1691 5 28 with with ADP istl-1691 5 29 these these DET istl-1691 5 30 mandates mandate NOUN istl-1691 5 31 . . PUNCT istl-1691 6 1 the the DET istl-1691 6 2 survey survey NOUN istl-1691 6 3 attempted attempt VERB istl-1691 6 4 to to PART istl-1691 6 5 answer answer VERB istl-1691 6 6 these these DET istl-1691 6 7 questions question NOUN istl-1691 6 8 : : PUNCT istl-1691 6 9 what what PRON istl-1691 6 10 are be AUX istl-1691 6 11 the the DET istl-1691 6 12 characteristics characteristic NOUN istl-1691 6 13 of of ADP istl-1691 6 14 the the DET istl-1691 6 15 data datum NOUN istl-1691 6 16 held hold VERB istl-1691 6 17 by by ADP istl-1691 6 18 respondents respondent NOUN istl-1691 6 19 ? ? PUNCT istl-1691 7 1 what what PRON istl-1691 7 2 tools tool NOUN istl-1691 7 3 do do AUX istl-1691 7 4 the the DET istl-1691 7 5 respondents respondent NOUN istl-1691 7 6 use use VERB istl-1691 7 7 in in ADP istl-1691 7 8 managing manage VERB istl-1691 7 9 , , PUNCT istl-1691 7 10 analyzing analyze VERB istl-1691 7 11 , , PUNCT istl-1691 7 12 or or CCONJ istl-1691 7 13 manipulating manipulate VERB istl-1691 7 14 their their PRON istl-1691 7 15 data datum NOUN istl-1691 7 16 ? ? PUNCT istl-1691 8 1 where where SCONJ istl-1691 8 2 do do AUX istl-1691 8 3 students student NOUN istl-1691 8 4 primarily primarily ADV istl-1691 8 5 learn learn VERB istl-1691 8 6 research research NOUN istl-1691 8 7 data datum NOUN istl-1691 8 8 management management NOUN istl-1691 8 9 skills skill NOUN istl-1691 8 10 ? ? PUNCT istl-1691 9 1 the the DET istl-1691 9 2 survey survey NOUN istl-1691 9 3 documents document NOUN istl-1691 9 4 that that SCONJ istl-1691 9 5 there there PRON istl-1691 9 6 is be VERB istl-1691 9 7 a a DET istl-1691 9 8 statistically statistically ADV istl-1691 9 9 significant significant ADJ istl-1691 9 10 difference difference NOUN istl-1691 9 11 in in ADP istl-1691 9 12 data data NOUN istl-1691 9 13 holding hold VERB istl-1691 9 14 sizes size NOUN istl-1691 9 15 between between ADP istl-1691 9 16 faculty faculty NOUN istl-1691 9 17 and and CCONJ istl-1691 9 18 graduate graduate NOUN istl-1691 9 19 students student NOUN istl-1691 9 20 , , PUNCT istl-1691 9 21 and and CCONJ istl-1691 9 22 that that SCONJ istl-1691 9 23 ms ms PROPN istl-1691 9 24 - - PUNCT istl-1691 9 25 excel excel PROPN istl-1691 9 26 is be AUX istl-1691 9 27 still still ADV istl-1691 9 28 the the DET istl-1691 9 29 analysis analysis NOUN istl-1691 9 30 tool tool NOUN istl-1691 9 31 of of ADP istl-1691 9 32 choice choice NOUN istl-1691 9 33 . . PUNCT istl-1691 10 1 results result NOUN istl-1691 10 2 also also ADV istl-1691 10 3 showed show VERB istl-1691 10 4 that that SCONJ istl-1691 10 5 many many ADJ istl-1691 10 6 researchers researcher NOUN istl-1691 10 7 in in ADP istl-1691 10 8 the the DET istl-1691 10 9 college college NOUN istl-1691 10 10 were be AUX istl-1691 10 11 not not PART istl-1691 10 12 thinking think VERB istl-1691 10 13 of of ADP istl-1691 10 14 the the DET istl-1691 10 15 libraries library NOUN istl-1691 10 16 as as ADP istl-1691 10 17 a a DET istl-1691 10 18 resource resource NOUN istl-1691 10 19 for for ADP istl-1691 10 20 data data NOUN istl-1691 10 21 management management NOUN istl-1691 10 22 practices practice NOUN istl-1691 10 23 , , PUNCT istl-1691 10 24 preservation preservation NOUN istl-1691 10 25 , , PUNCT istl-1691 10 26 or or CCONJ istl-1691 10 27 data data NOUN istl-1691 10 28 literacy literacy NOUN istl-1691 10 29 instruction instruction NOUN istl-1691 10 30 for for ADP istl-1691 10 31 graduate graduate NOUN istl-1691 10 32 students student NOUN istl-1691 10 33 . . PUNCT istl-1691 11 1 the the DET istl-1691 11 2 survey survey NOUN istl-1691 11 3 results result NOUN istl-1691 11 4 may may AUX istl-1691 11 5 inform inform VERB istl-1691 11 6 the the DET istl-1691 11 7 libraries library NOUN istl-1691 11 8 in in ADP istl-1691 11 9 developing develop VERB istl-1691 11 10 new new ADJ istl-1691 11 11 data datum NOUN istl-1691 11 12 services service NOUN istl-1691 11 13 and and CCONJ istl-1691 11 14 instruction instruction NOUN istl-1691 11 15 , , PUNCT istl-1691 11 16 while while SCONJ istl-1691 11 17 also also ADV istl-1691 11 18 highlighting highlight VERB istl-1691 11 19 the the DET istl-1691 11 20 need need NOUN istl-1691 11 21 for for ADP istl-1691 11 22 additional additional ADJ istl-1691 11 23 research research NOUN istl-1691 11 24 into into ADP istl-1691 11 25 data datum NOUN istl-1691 11 26 practices practice NOUN istl-1691 11 27 for for ADP istl-1691 11 28 specific specific ADJ istl-1691 11 29 disciplinary disciplinary ADJ istl-1691 11 30 areas area NOUN istl-1691 11 31 or or CCONJ istl-1691 11 32 types type NOUN istl-1691 11 33 of of ADP istl-1691 11 34 researchers researcher NOUN istl-1691 11 35 . . PUNCT istl-1691 12 1 introduction introduction NOUN istl-1691 12 2 as as SCONJ istl-1691 12 3 science science NOUN istl-1691 12 4 becomes become VERB istl-1691 12 5 more more ADJ istl-1691 12 6 data datum NOUN istl-1691 12 7 intensive intensive ADJ istl-1691 12 8 , , PUNCT istl-1691 12 9 universities university NOUN istl-1691 12 10 are be AUX istl-1691 12 11 exploring explore VERB istl-1691 12 12 ways way NOUN istl-1691 12 13 to to PART istl-1691 12 14 provide provide VERB istl-1691 12 15 resources resource NOUN istl-1691 12 16 for for ADP istl-1691 12 17 storing store VERB istl-1691 12 18 , , PUNCT istl-1691 12 19 preserving preserve VERB istl-1691 12 20 and and CCONJ istl-1691 12 21 generally generally ADV istl-1691 12 22 making make VERB istl-1691 12 23 this this DET istl-1691 12 24 data datum NOUN istl-1691 12 25 available available ADJ istl-1691 12 26 to to PART istl-1691 12 27 comply comply VERB istl-1691 12 28 with with ADP istl-1691 12 29 federal federal ADJ istl-1691 12 30 agency agency NOUN istl-1691 12 31 requirements requirement NOUN istl-1691 12 32 . . PUNCT istl-1691 13 1 in in ADP istl-1691 13 2 parallel parallel ADJ istl-1691 13 3 , , PUNCT istl-1691 13 4 recent recent ADJ istl-1691 13 5 research research NOUN istl-1691 13 6 has have AUX istl-1691 13 7 characterized characterize VERB istl-1691 13 8 scientists scientist NOUN istl-1691 13 9 ' ' PART istl-1691 13 10 needs need NOUN istl-1691 13 11 and and CCONJ istl-1691 13 12 behaviors behavior NOUN istl-1691 13 13 surrounding surround VERB istl-1691 13 14 data data NOUN istl-1691 13 15 sharing sharing NOUN istl-1691 13 16 practices practice NOUN istl-1691 13 17 and and CCONJ istl-1691 13 18 perceptions perception NOUN istl-1691 13 19 ( ( PUNCT istl-1691 13 20 tenopir tenopir NOUN istl-1691 13 21 2011 2011 NUM istl-1691 13 22 ) ) PUNCT istl-1691 13 23 ; ; PUNCT istl-1691 13 24 access access NOUN istl-1691 13 25 to to ADP istl-1691 13 26 specific specific ADJ istl-1691 13 27 types type NOUN istl-1691 13 28 of of ADP istl-1691 13 29 data datum NOUN istl-1691 13 30 , , PUNCT istl-1691 13 31 such such ADJ istl-1691 13 32 as as ADP istl-1691 13 33 biodiversity biodiversity NOUN istl-1691 13 34 data datum NOUN istl-1691 13 35 ( ( PUNCT istl-1691 13 36 davis davis PROPN istl-1691 13 37 2014 2014 NUM istl-1691 13 38 ) ) PUNCT istl-1691 13 39 ; ; PUNCT istl-1691 13 40 and and CCONJ istl-1691 13 41 the the DET istl-1691 13 42 perception perception NOUN istl-1691 13 43 that that SCONJ istl-1691 13 44 data datum NOUN istl-1691 13 45 sharing sharing NOUN istl-1691 13 46 can can AUX istl-1691 13 47 support support VERB istl-1691 13 48 the the DET istl-1691 13 49 land land NOUN istl-1691 13 50 grant grant NOUN istl-1691 13 51 mission mission NOUN istl-1691 13 52 of of ADP istl-1691 13 53 an an DET istl-1691 13 54 institution institution NOUN istl-1691 13 55 ( ( PUNCT istl-1691 13 56 fernandez fernandez PROPN istl-1691 13 57 2016 2016 NUM istl-1691 13 58 ) ) PUNCT istl-1691 13 59 . . PUNCT istl-1691 14 1 however however ADV istl-1691 14 2 , , PUNCT istl-1691 14 3 in in ADP istl-1691 14 4 order order NOUN istl-1691 14 5 to to PART istl-1691 14 6 guide guide VERB istl-1691 14 7 the the DET istl-1691 14 8 development development NOUN istl-1691 14 9 of of ADP istl-1691 14 10 customized customize VERB istl-1691 14 11 services service NOUN istl-1691 14 12 at at ADP istl-1691 14 13 the the DET istl-1691 14 14 local local ADJ istl-1691 14 15 level level NOUN istl-1691 14 16 , , PUNCT istl-1691 14 17 it it PRON istl-1691 14 18 is be AUX istl-1691 14 19 necessary necessary ADJ istl-1691 14 20 to to PART istl-1691 14 21 characterize characterize VERB istl-1691 14 22 these these DET istl-1691 14 23 needs need NOUN istl-1691 14 24 in in ADP istl-1691 14 25 a a DET istl-1691 14 26 more more ADV istl-1691 14 27 granular granular ADJ istl-1691 14 28 fashion fashion NOUN istl-1691 14 29 . . PUNCT istl-1691 15 1 for for ADP istl-1691 15 2 this this DET istl-1691 15 3 purpose purpose NOUN istl-1691 15 4 , , PUNCT istl-1691 15 5 the the DET istl-1691 15 6 authors author NOUN istl-1691 15 7 designed design VERB istl-1691 15 8 a a DET istl-1691 15 9 case case NOUN istl-1691 15 10 study study NOUN istl-1691 15 11 to to PART istl-1691 15 12 analyze analyze VERB istl-1691 15 13 select select ADJ istl-1691 15 14 data data NOUN istl-1691 15 15 practices practice NOUN istl-1691 15 16 in in ADP istl-1691 15 17 the the DET istl-1691 15 18 college college NOUN istl-1691 15 19 of of ADP istl-1691 15 20 agriculture agriculture PROPN istl-1691 15 21 ( ( PUNCT istl-1691 15 22 hereafter hereafter ADV istl-1691 15 23 referred refer VERB istl-1691 15 24 to to ADP istl-1691 15 25 as as ADP istl-1691 15 26 the the DET istl-1691 15 27 college college NOUN istl-1691 15 28 ) ) PUNCT istl-1691 15 29 at at ADP istl-1691 15 30 purdue purdue PROPN istl-1691 15 31 university university PROPN istl-1691 15 32 , , PUNCT istl-1691 15 33 a a DET istl-1691 15 34 land land NOUN istl-1691 15 35 - - PUNCT istl-1691 15 36 grant grant NOUN istl-1691 15 37 institution institution NOUN istl-1691 15 38 for for ADP istl-1691 15 39 the the DET istl-1691 15 40 state state NOUN istl-1691 15 41 of of ADP istl-1691 15 42 indiana indiana PROPN istl-1691 15 43 . . PUNCT istl-1691 16 1 we we PRON istl-1691 16 2 administered administer VERB istl-1691 16 3 a a DET istl-1691 16 4 survey survey NOUN istl-1691 16 5 to to PART istl-1691 16 6 answer answer VERB istl-1691 16 7 the the DET istl-1691 16 8 following follow VERB istl-1691 16 9 three three NUM istl-1691 16 10 research research NOUN istl-1691 16 11 questions question NOUN istl-1691 16 12 : : PUNCT istl-1691 16 13 what what PRON istl-1691 16 14 are be AUX istl-1691 16 15 the the DET istl-1691 16 16 characteristics characteristic NOUN istl-1691 16 17 of of ADP istl-1691 16 18 the the DET istl-1691 16 19 data datum NOUN istl-1691 16 20 held hold VERB istl-1691 16 21 by by ADP istl-1691 16 22 respondents respondent NOUN istl-1691 16 23 , , PUNCT istl-1691 16 24 including include VERB istl-1691 16 25 how how SCONJ istl-1691 16 26 much much ADJ istl-1691 16 27 data datum NOUN istl-1691 16 28 do do AUX istl-1691 16 29 they they PRON istl-1691 16 30 have have AUX istl-1691 16 31 ? ? PUNCT istl-1691 17 1 what what PRON istl-1691 17 2 tools tool NOUN istl-1691 17 3 do do AUX istl-1691 17 4 the the DET istl-1691 17 5 respondents respondent NOUN istl-1691 17 6 use use VERB istl-1691 17 7 in in ADP istl-1691 17 8 managing manage VERB istl-1691 17 9 , , PUNCT istl-1691 17 10 analyzing analyze VERB istl-1691 17 11 , , PUNCT istl-1691 17 12 or or CCONJ istl-1691 17 13 manipulating manipulate VERB istl-1691 17 14 their their PRON istl-1691 17 15 data datum NOUN istl-1691 17 16 ? ? PUNCT istl-1691 18 1 where where SCONJ istl-1691 18 2 do do AUX istl-1691 18 3 students student NOUN istl-1691 18 4 primarily primarily ADV istl-1691 18 5 learn learn VERB istl-1691 18 6 research research NOUN istl-1691 18 7 data datum NOUN istl-1691 18 8 management management NOUN istl-1691 18 9 skills skill NOUN istl-1691 18 10 ? ? PUNCT istl-1691 19 1 these these DET istl-1691 19 2 questions question NOUN istl-1691 19 3 were be AUX istl-1691 19 4 framed frame VERB istl-1691 19 5 to to PART istl-1691 19 6 study study VERB istl-1691 19 7 respondents respondent NOUN istl-1691 19 8 ' ' PART istl-1691 19 9 interaction interaction NOUN istl-1691 19 10 with with ADP istl-1691 19 11 data datum NOUN istl-1691 19 12 along along ADP istl-1691 19 13 the the DET istl-1691 19 14 dimensions dimension NOUN istl-1691 19 15 of of ADP istl-1691 19 16 data datum NOUN istl-1691 19 17 management management NOUN istl-1691 19 18 and and CCONJ istl-1691 19 19 curation curation NOUN istl-1691 19 20 , , PUNCT istl-1691 19 21 and and CCONJ istl-1691 19 22 data data NOUN istl-1691 19 23 information information NOUN istl-1691 19 24 literacy literacy NOUN istl-1691 19 25 skills skill NOUN istl-1691 19 26 . . PUNCT istl-1691 20 1 the the DET istl-1691 20 2 purpose purpose NOUN istl-1691 20 3 was be AUX istl-1691 20 4 to to PART istl-1691 20 5 obtain obtain VERB istl-1691 20 6 insights insight NOUN istl-1691 20 7 into into ADP istl-1691 20 8 the the DET istl-1691 20 9 needs need NOUN istl-1691 20 10 of of ADP istl-1691 20 11 the the DET istl-1691 20 12 college college NOUN istl-1691 20 13 with with ADP istl-1691 20 14 regards regard NOUN istl-1691 20 15 to to ADP istl-1691 20 16 services service NOUN istl-1691 20 17 that that SCONJ istl-1691 20 18 the the DET istl-1691 20 19 libraries library NOUN istl-1691 20 20 and and CCONJ istl-1691 20 21 other other ADJ istl-1691 20 22 units unit NOUN istl-1691 20 23 , , PUNCT istl-1691 20 24 such such ADJ istl-1691 20 25 as as ADP istl-1691 20 26 the the DET istl-1691 20 27 information information NOUN istl-1691 20 28 technology technology NOUN istl-1691 20 29 office office NOUN istl-1691 20 30 , , PUNCT istl-1691 20 31 could could AUX istl-1691 20 32 offer offer VERB istl-1691 20 33 . . PUNCT istl-1691 21 1 in in ADP istl-1691 21 2 this this DET istl-1691 21 3 paper paper NOUN istl-1691 21 4 we we PRON istl-1691 21 5 present present VERB istl-1691 21 6 our our PRON istl-1691 21 7 results result NOUN istl-1691 21 8 in in ADP istl-1691 21 9 a a DET istl-1691 21 10 case case NOUN istl-1691 21 11 - - PUNCT istl-1691 21 12 oriented orient VERB istl-1691 21 13 analysis analysis NOUN istl-1691 21 14 . . PUNCT istl-1691 22 1 based base VERB istl-1691 22 2 on on ADP istl-1691 22 3 these these DET istl-1691 22 4 results result NOUN istl-1691 22 5 , , PUNCT istl-1691 22 6 we we PRON istl-1691 22 7 offer offer VERB istl-1691 22 8 recommendations recommendation NOUN istl-1691 22 9 for for ADP istl-1691 22 10 services service NOUN istl-1691 22 11 that that PRON istl-1691 22 12 would would AUX istl-1691 22 13 fill fill VERB istl-1691 22 14 those those DET istl-1691 22 15 needs need NOUN istl-1691 22 16 , , PUNCT istl-1691 22 17 and and CCONJ istl-1691 22 18 propose propose VERB istl-1691 22 19 a a DET istl-1691 22 20 plan plan NOUN istl-1691 22 21 of of ADP istl-1691 22 22 action action NOUN istl-1691 22 23 to to PART istl-1691 22 24 implement implement VERB istl-1691 22 25 them they PRON istl-1691 22 26 . . PUNCT istl-1691 23 1 in in ADP istl-1691 23 2 addition addition NOUN istl-1691 23 3 , , PUNCT istl-1691 23 4 the the DET istl-1691 23 5 authors author NOUN istl-1691 23 6 discuss discuss VERB istl-1691 23 7 the the DET istl-1691 23 8 training training NOUN istl-1691 23 9 opportunities opportunity NOUN istl-1691 23 10 that that PRON istl-1691 23 11 have have AUX istl-1691 23 12 been be AUX istl-1691 23 13 uncovered uncover VERB istl-1691 23 14 and and CCONJ istl-1691 23 15 how how SCONJ istl-1691 23 16 they they PRON istl-1691 23 17 are be AUX istl-1691 23 18 being be AUX istl-1691 23 19 addressed address VERB istl-1691 23 20 in in ADP istl-1691 23 21 the the DET istl-1691 23 22 purdue purdue PROPN istl-1691 23 23 university university PROPN istl-1691 23 24 college college PROPN istl-1691 23 25 of of ADP istl-1691 23 26 agriculture agriculture NOUN istl-1691 23 27 . . PUNCT istl-1691 24 1 the the DET istl-1691 24 2 college college NOUN istl-1691 24 3 consists consist VERB istl-1691 24 4 of of ADP istl-1691 24 5 11 11 NUM istl-1691 24 6 departments department NOUN istl-1691 24 7 and and CCONJ istl-1691 24 8 agricultural agricultural ADJ istl-1691 24 9 extension extension NOUN istl-1691 24 10 . . PUNCT istl-1691 25 1 these these DET istl-1691 25 2 departments department NOUN istl-1691 25 3 cover cover VERB istl-1691 25 4 a a DET istl-1691 25 5 wide wide ADJ istl-1691 25 6 range range NOUN istl-1691 25 7 of of ADP istl-1691 25 8 disciplines discipline NOUN istl-1691 25 9 , , PUNCT istl-1691 25 10 including include VERB istl-1691 25 11 the the DET istl-1691 25 12 life life NOUN istl-1691 25 13 and and CCONJ istl-1691 25 14 applied apply VERB istl-1691 25 15 sciences science NOUN istl-1691 25 16 , , PUNCT istl-1691 25 17 engineering engineering NOUN istl-1691 25 18 , , PUNCT istl-1691 25 19 and and CCONJ istl-1691 25 20 the the DET istl-1691 25 21 social social ADJ istl-1691 25 22 sciences sciences PROPN istl-1691 25 23 . . PUNCT istl-1691 26 1 the the DET istl-1691 26 2 variety variety NOUN istl-1691 26 3 of of ADP istl-1691 26 4 disciplines discipline NOUN istl-1691 26 5 and and CCONJ istl-1691 26 6 departments department NOUN istl-1691 26 7 found find VERB istl-1691 26 8 in in ADP istl-1691 26 9 the the DET istl-1691 26 10 purdue purdue PROPN istl-1691 26 11 college college NOUN istl-1691 26 12 of of ADP istl-1691 26 13 agriculture agriculture NOUN istl-1691 26 14 is be AUX istl-1691 26 15 not not PART istl-1691 26 16 unique unique ADJ istl-1691 26 17 and and CCONJ istl-1691 26 18 is be AUX istl-1691 26 19 also also ADV istl-1691 26 20 described describe VERB istl-1691 26 21 for for ADP istl-1691 26 22 two two NUM istl-1691 26 23 other other ADJ istl-1691 26 24 land land NOUN istl-1691 26 25 grant grant NOUN istl-1691 26 26 institutions institution NOUN istl-1691 26 27 ( ( PUNCT istl-1691 26 28 fernandez fernandez PROPN istl-1691 26 29 , , PUNCT istl-1691 26 30 eaker eaker PROPN istl-1691 26 31 , , PUNCT istl-1691 26 32 swauger swauger PROPN istl-1691 26 33 & & CCONJ istl-1691 26 34 davis davis PROPN istl-1691 26 35 2016 2016 NUM istl-1691 26 36 ) ) PUNCT istl-1691 26 37 . . PUNCT istl-1691 27 1 this this DET istl-1691 27 2 diversity diversity NOUN istl-1691 27 3 is be AUX istl-1691 27 4 reflected reflect VERB istl-1691 27 5 in in ADP istl-1691 27 6 the the DET istl-1691 27 7 data datum NOUN istl-1691 27 8 challenges challenge NOUN istl-1691 27 9 faced face VERB istl-1691 27 10 by by ADP istl-1691 27 11 the the DET istl-1691 27 12 college college NOUN istl-1691 27 13 . . PUNCT istl-1691 28 1 some some DET istl-1691 28 2 disciplines discipline NOUN istl-1691 28 3 have have VERB istl-1691 28 4 well well ADV istl-1691 28 5 - - PUNCT istl-1691 28 6 established establish VERB istl-1691 28 7 data data NOUN istl-1691 28 8 repositories repository NOUN istl-1691 28 9 , , PUNCT istl-1691 28 10 such such ADJ istl-1691 28 11 as as ADP istl-1691 28 12 icpsr icpsr NOUN istl-1691 28 13 for for ADP istl-1691 28 14 the the DET istl-1691 28 15 social social ADJ istl-1691 28 16 sciences science NOUN istl-1691 28 17 , , PUNCT istl-1691 28 18 and and CCONJ istl-1691 28 19 ncbi ncbi PROPN istl-1691 28 20 and and CCONJ istl-1691 28 21 genbank genbank VERB istl-1691 28 22 for for ADP istl-1691 28 23 genomics genomic NOUN istl-1691 28 24 . . PUNCT istl-1691 29 1 many many ADJ istl-1691 29 2 others other NOUN istl-1691 29 3 , , PUNCT istl-1691 29 4 though though ADV istl-1691 29 5 , , PUNCT istl-1691 29 6 do do AUX istl-1691 29 7 not not PART istl-1691 29 8 have have VERB istl-1691 29 9 standard standard ADJ istl-1691 29 10 data datum NOUN istl-1691 29 11 practices practice NOUN istl-1691 29 12 for for ADP istl-1691 29 13 description description NOUN istl-1691 29 14 , , PUNCT istl-1691 29 15 depositing depositing NOUN istl-1691 29 16 , , PUNCT istl-1691 29 17 or or CCONJ istl-1691 29 18 long long ADJ istl-1691 29 19 - - PUNCT istl-1691 29 20 term term NOUN istl-1691 29 21 storage storage NOUN istl-1691 29 22 , , PUNCT istl-1691 29 23 and and CCONJ istl-1691 29 24 are be AUX istl-1691 29 25 being be AUX istl-1691 29 26 challenged challenge VERB istl-1691 29 27 by by ADP istl-1691 29 28 new new ADJ istl-1691 29 29 funding funding NOUN istl-1691 29 30 mandates mandate VERB istl-1691 29 31 to to PART istl-1691 29 32 make make VERB istl-1691 29 33 data datum NOUN istl-1691 29 34 more more ADV istl-1691 29 35 , , PUNCT istl-1691 29 36 if if SCONJ istl-1691 29 37 not not PART istl-1691 29 38 publicly publicly ADV istl-1691 29 39 , , PUNCT istl-1691 29 40 available available ADJ istl-1691 29 41 . . PUNCT istl-1691 30 1 additionally additionally ADV istl-1691 30 2 , , PUNCT istl-1691 30 3 research research NOUN istl-1691 30 4 with with ADP istl-1691 30 5 individual individual ADJ istl-1691 30 6 faculty faculty NOUN istl-1691 30 7 members member NOUN istl-1691 30 8 and and CCONJ istl-1691 30 9 graduate graduate NOUN istl-1691 30 10 students student NOUN istl-1691 30 11 in in ADP istl-1691 30 12 the the DET istl-1691 30 13 college college NOUN istl-1691 30 14 illustrated illustrate VERB istl-1691 30 15 that that SCONJ istl-1691 30 16 data datum NOUN istl-1691 30 17 issues issue NOUN istl-1691 30 18 , , PUNCT istl-1691 30 19 particularly particularly ADV istl-1691 30 20 data datum NOUN istl-1691 30 21 management management NOUN istl-1691 30 22 , , PUNCT istl-1691 30 23 presents present VERB istl-1691 30 24 difficulties difficulty NOUN istl-1691 30 25 even even ADV istl-1691 30 26 within within ADP istl-1691 30 27 lab lab NOUN istl-1691 30 28 groups group NOUN istl-1691 30 29 ( ( PUNCT istl-1691 30 30 bracke bracke PROPN istl-1691 30 31 & & CCONJ istl-1691 30 32 fosmire fosmire PROPN istl-1691 30 33 2015 2015 NUM istl-1691 30 34 ; ; PUNCT istl-1691 30 35 carlson carlson PROPN istl-1691 30 36 & & CCONJ istl-1691 30 37 bracke bracke NOUN istl-1691 30 38 2015 2015 NUM istl-1691 30 39 ) ) PUNCT istl-1691 30 40 . . PUNCT istl-1691 31 1 these these DET istl-1691 31 2 communities community NOUN istl-1691 31 3 face face VERB istl-1691 31 4 impediments impediment NOUN istl-1691 31 5 which which PRON istl-1691 31 6 include include VERB istl-1691 31 7 : : PUNCT istl-1691 31 8 frequent frequent ADJ istl-1691 31 9 staff staff NOUN istl-1691 31 10 and and CCONJ istl-1691 31 11 student student NOUN istl-1691 31 12 turnover turnover NOUN istl-1691 31 13 , , PUNCT istl-1691 31 14 lack lack NOUN istl-1691 31 15 of of ADP istl-1691 31 16 training training NOUN istl-1691 31 17 , , PUNCT istl-1691 31 18 confusing confusing ADJ istl-1691 31 19 or or CCONJ istl-1691 31 20 under under ADV istl-1691 31 21 - - PUNCT istl-1691 31 22 sourced source VERB istl-1691 31 23 campus campus NOUN istl-1691 31 24 resources resource NOUN istl-1691 31 25 , , PUNCT istl-1691 31 26 and and CCONJ istl-1691 31 27 insufficient insufficient ADJ istl-1691 31 28 time time NOUN istl-1691 31 29 or or CCONJ istl-1691 31 30 money money NOUN istl-1691 31 31 to to PART istl-1691 31 32 address address VERB istl-1691 31 33 these these DET istl-1691 31 34 issues issue NOUN istl-1691 31 35 . . PUNCT istl-1691 32 1 the the DET istl-1691 32 2 libraries library NOUN istl-1691 32 3 have have AUX istl-1691 32 4 developed develop VERB istl-1691 32 5 a a DET istl-1691 32 6 strong strong ADJ istl-1691 32 7 relationship relationship NOUN istl-1691 32 8 with with ADP istl-1691 32 9 the the DET istl-1691 32 10 college college NOUN istl-1691 32 11 's 's PART istl-1691 32 12 senior senior ADJ istl-1691 32 13 associate associate NOUN istl-1691 32 14 dean dean NOUN istl-1691 32 15 for for ADP istl-1691 32 16 research research NOUN istl-1691 32 17 and and CCONJ istl-1691 32 18 faculty faculty NOUN istl-1691 32 19 affairs affair NOUN istl-1691 32 20 . . PUNCT istl-1691 33 1 this this DET istl-1691 33 2 dean dean NOUN istl-1691 33 3 sees see VERB istl-1691 33 4 great great ADJ istl-1691 33 5 potential potential NOUN istl-1691 33 6 in in ADP istl-1691 33 7 meeting meet VERB istl-1691 33 8 data data NOUN istl-1691 33 9 challenges challenge VERB istl-1691 33 10 head head NOUN istl-1691 33 11 - - PUNCT istl-1691 33 12 on on NOUN istl-1691 33 13 , , PUNCT istl-1691 33 14 and and CCONJ istl-1691 33 15 is be AUX istl-1691 33 16 supportive supportive ADJ istl-1691 33 17 of of ADP istl-1691 33 18 the the DET istl-1691 33 19 librarians librarians PROPN istl-1691 33 20 utilizing utilize VERB istl-1691 33 21 their their PRON istl-1691 33 22 skills skill NOUN istl-1691 33 23 in in ADP istl-1691 33 24 description description NOUN istl-1691 33 25 , , PUNCT istl-1691 33 26 curation curation NOUN istl-1691 33 27 , , PUNCT istl-1691 33 28 data data NOUN istl-1691 33 29 literacy literacy NOUN istl-1691 33 30 , , PUNCT istl-1691 33 31 and and CCONJ istl-1691 33 32 preservation preservation NOUN istl-1691 33 33 to to PART istl-1691 33 34 benefit benefit VERB istl-1691 33 35 the the DET istl-1691 33 36 college college NOUN istl-1691 33 37 as as ADP istl-1691 33 38 a a DET istl-1691 33 39 whole whole NOUN istl-1691 33 40 . . PUNCT istl-1691 34 1 her her PRON istl-1691 34 2 priority priority NOUN istl-1691 34 3 is be AUX istl-1691 34 4 to to PART istl-1691 34 5 meet meet VERB istl-1691 34 6 the the DET istl-1691 34 7 needs need NOUN istl-1691 34 8 of of ADP istl-1691 34 9 all all DET istl-1691 34 10 the the DET istl-1691 34 11 departments department NOUN istl-1691 34 12 within within ADP istl-1691 34 13 the the DET istl-1691 34 14 college college NOUN istl-1691 34 15 , , PUNCT istl-1691 34 16 even even ADV istl-1691 34 17 if if SCONJ istl-1691 34 18 they they PRON istl-1691 34 19 may may AUX istl-1691 34 20 be be AUX istl-1691 34 21 quite quite ADV istl-1691 34 22 disparate disparate ADJ istl-1691 34 23 . . PUNCT istl-1691 35 1 in in ADP istl-1691 35 2 this this PRON istl-1691 35 3 the the DET istl-1691 35 4 libraries library NOUN istl-1691 35 5 need need VERB istl-1691 35 6 to to PART istl-1691 35 7 follow follow VERB istl-1691 35 8 her her PRON istl-1691 35 9 lead lead NOUN istl-1691 35 10 initially initially ADV istl-1691 35 11 , , PUNCT istl-1691 35 12 even even ADV istl-1691 35 13 if if SCONJ istl-1691 35 14 that that PRON istl-1691 35 15 means mean VERB istl-1691 35 16 suggesting suggest VERB istl-1691 35 17 an an DET istl-1691 35 18 array array NOUN istl-1691 35 19 of of ADP istl-1691 35 20 services service NOUN istl-1691 35 21 to to PART istl-1691 35 22 meet meet VERB istl-1691 35 23 different different ADJ istl-1691 35 24 needs need NOUN istl-1691 35 25 . . PUNCT istl-1691 36 1 literature literature NOUN istl-1691 36 2 review review VERB istl-1691 36 3 the the DET istl-1691 36 4 2010 2010 NUM istl-1691 36 5 office office NOUN istl-1691 36 6 of of ADP istl-1691 36 7 science science NOUN istl-1691 36 8 and and CCONJ istl-1691 36 9 technology technology NOUN istl-1691 36 10 policy policy NOUN istl-1691 36 11 ( ( PUNCT istl-1691 36 12 ostp ostp ADJ istl-1691 36 13 ) ) PUNCT istl-1691 36 14 memorandum memorandum NOUN istl-1691 36 15 on on ADP istl-1691 36 16 scientific scientific ADJ istl-1691 36 17 collections collection NOUN istl-1691 36 18 brought bring VERB istl-1691 36 19 research research NOUN istl-1691 36 20 data datum NOUN istl-1691 36 21 management management NOUN istl-1691 36 22 to to ADP istl-1691 36 23 the the DET istl-1691 36 24 scientific scientific ADJ istl-1691 36 25 community community NOUN istl-1691 36 26 's 's PART istl-1691 36 27 attention attention NOUN istl-1691 36 28 by by ADP istl-1691 36 29 requiring require VERB istl-1691 36 30 major major ADJ istl-1691 36 31 federal federal ADJ istl-1691 36 32 funders funder NOUN istl-1691 36 33 to to PART istl-1691 36 34 create create VERB istl-1691 36 35 mandates mandate NOUN istl-1691 36 36 for for ADP istl-1691 36 37 data datum NOUN istl-1691 36 38 sharing sharing NOUN istl-1691 36 39 ( ( PUNCT istl-1691 36 40 holdren holdren PROPN istl-1691 36 41 2010 2010 NUM istl-1691 36 42 ) ) PUNCT istl-1691 36 43 . . PUNCT istl-1691 37 1 the the DET istl-1691 37 2 national national PROPN istl-1691 37 3 science science PROPN istl-1691 37 4 foundation foundation PROPN istl-1691 37 5 ( ( PUNCT istl-1691 37 6 nsf nsf ADJ istl-1691 37 7 ) ) PUNCT istl-1691 37 8 mandate mandate NOUN istl-1691 37 9 of of ADP istl-1691 37 10 data data NOUN istl-1691 37 11 management management NOUN istl-1691 37 12 plan plan NOUN istl-1691 37 13 requirements requirement NOUN istl-1691 37 14 , , PUNCT istl-1691 37 15 one one NUM istl-1691 37 16 of of ADP istl-1691 37 17 the the DET istl-1691 37 18 first first ADJ istl-1691 37 19 to to PART istl-1691 37 20 be be AUX istl-1691 37 21 implemented implement VERB istl-1691 37 22 , , PUNCT istl-1691 37 23 is be AUX istl-1691 37 24 a a DET istl-1691 37 25 driving driving NOUN istl-1691 37 26 concern concern NOUN istl-1691 37 27 among among ADP istl-1691 37 28 faculty faculty NOUN istl-1691 37 29 about about ADP istl-1691 37 30 new new ADJ istl-1691 37 31 data datum NOUN istl-1691 37 32 expectations expectation NOUN istl-1691 37 33 . . PUNCT istl-1691 38 1 however however ADV istl-1691 38 2 , , PUNCT istl-1691 38 3 researchers researcher NOUN istl-1691 38 4 are be AUX istl-1691 38 5 struggling struggle VERB istl-1691 38 6 with with ADP istl-1691 38 7 the the DET istl-1691 38 8 lack lack NOUN istl-1691 38 9 of of ADP istl-1691 38 10 clear clear ADJ istl-1691 38 11 expectations expectation NOUN istl-1691 38 12 , , PUNCT istl-1691 38 13 and and CCONJ istl-1691 38 14 are be AUX istl-1691 38 15 open open ADJ istl-1691 38 16 to to ADP istl-1691 38 17 assistance assistance NOUN istl-1691 38 18 in in ADP istl-1691 38 19 writing write VERB istl-1691 38 20 data datum NOUN istl-1691 38 21 management management NOUN istl-1691 38 22 plans plan NOUN istl-1691 38 23 and and CCONJ istl-1691 38 24 specific specific ADJ istl-1691 38 25 skills skill NOUN istl-1691 38 26 , , PUNCT istl-1691 38 27 such such ADJ istl-1691 38 28 as as ADP istl-1691 38 29 identifying identify VERB istl-1691 38 30 and and CCONJ istl-1691 38 31 applying apply VERB istl-1691 38 32 metadata metadata NOUN istl-1691 38 33 standards standard NOUN istl-1691 38 34 ( ( PUNCT istl-1691 38 35 steinhart steinhart NOUN istl-1691 38 36 , , PUNCT istl-1691 38 37 chen chen PROPN istl-1691 38 38 , , PUNCT istl-1691 38 39 arguillas arguillas PROPN istl-1691 38 40 , , PUNCT istl-1691 38 41 dietrich dietrich PROPN istl-1691 38 42 , , PUNCT istl-1691 38 43 & & CCONJ istl-1691 38 44 kramer kramer PROPN istl-1691 38 45 2012 2012 NUM istl-1691 38 46 ) ) PUNCT istl-1691 38 47 . . PUNCT istl-1691 39 1 the the DET istl-1691 39 2 united united PROPN istl-1691 39 3 states states PROPN istl-1691 39 4 department department PROPN istl-1691 39 5 of of ADP istl-1691 39 6 agriculture agriculture PROPN istl-1691 39 7 ( ( PUNCT istl-1691 39 8 usda usda NOUN istl-1691 39 9 ) ) PUNCT istl-1691 39 10 released release VERB istl-1691 39 11 their their PRON istl-1691 39 12 response response NOUN istl-1691 39 13 to to ADP istl-1691 39 14 the the DET istl-1691 39 15 ostp ostp ADJ istl-1691 39 16 memo memo NOUN istl-1691 39 17 in in ADP istl-1691 39 18 november november PROPN istl-1691 39 19 2014 2014 NUM istl-1691 39 20 and and CCONJ istl-1691 39 21 continued continue VERB istl-1691 39 22 to to PART istl-1691 39 23 request request VERB istl-1691 39 24 stakeholder stakeholder NOUN istl-1691 39 25 feedback feedback NOUN istl-1691 39 26 through through ADP istl-1691 39 27 january january PROPN istl-1691 39 28 2016 2016 NUM istl-1691 39 29 ( ( PUNCT istl-1691 39 30 usda usda PROPN istl-1691 39 31 2014 2014 NUM istl-1691 39 32 ) ) PUNCT istl-1691 39 33 . . PUNCT istl-1691 40 1 though though SCONJ istl-1691 40 2 not not PART istl-1691 40 3 finalized finalize VERB istl-1691 40 4 , , PUNCT istl-1691 40 5 it it PRON istl-1691 40 6 is be AUX istl-1691 40 7 clear clear ADJ istl-1691 40 8 that that SCONJ istl-1691 40 9 usda usda NOUN istl-1691 40 10 expects expect VERB istl-1691 40 11 data data NOUN istl-1691 40 12 management management NOUN istl-1691 40 13 plans plan NOUN istl-1691 40 14 to to PART istl-1691 40 15 be be AUX istl-1691 40 16 included include VERB istl-1691 40 17 in in ADP istl-1691 40 18 future future ADJ istl-1691 40 19 grant grant NOUN istl-1691 40 20 requests request NOUN istl-1691 40 21 , , PUNCT istl-1691 40 22 and and CCONJ istl-1691 40 23 encourages encourage VERB istl-1691 40 24 data datum NOUN istl-1691 40 25 from from ADP istl-1691 40 26 usda usda NOUN istl-1691 40 27 - - PUNCT istl-1691 40 28 funded fund VERB istl-1691 40 29 research research NOUN istl-1691 40 30 be be AUX istl-1691 40 31 shared share VERB istl-1691 40 32 publicly publicly ADV istl-1691 40 33 to to ADP istl-1691 40 34 some some DET istl-1691 40 35 degree degree NOUN istl-1691 40 36 . . PUNCT istl-1691 41 1 multiple multiple ADJ istl-1691 41 2 studies study NOUN istl-1691 41 3 have have AUX istl-1691 41 4 quantified quantify VERB istl-1691 41 5 and and CCONJ istl-1691 41 6 described describe VERB istl-1691 41 7 research research NOUN istl-1691 41 8 data data NOUN istl-1691 41 9 management management NOUN istl-1691 41 10 practice practice NOUN istl-1691 41 11 and and CCONJ istl-1691 41 12 attitudes attitude NOUN istl-1691 41 13 . . PUNCT istl-1691 42 1 some some PRON istl-1691 42 2 have have AUX istl-1691 42 3 focused focus VERB istl-1691 42 4 on on ADP istl-1691 42 5 disciplinary disciplinary ADJ istl-1691 42 6 or or CCONJ istl-1691 42 7 sub sub ADJ istl-1691 42 8 - - ADJ istl-1691 42 9 disciplinary disciplinary ADJ istl-1691 42 10 practices practice NOUN istl-1691 42 11 across across ADP istl-1691 42 12 the the DET istl-1691 42 13 sciences science NOUN istl-1691 42 14 , , PUNCT istl-1691 42 15 while while SCONJ istl-1691 42 16 others other NOUN istl-1691 42 17 have have AUX istl-1691 42 18 focused focus VERB istl-1691 42 19 on on ADP istl-1691 42 20 practices practice NOUN istl-1691 42 21 local local ADJ istl-1691 42 22 to to ADP istl-1691 42 23 an an DET istl-1691 42 24 institution institution NOUN istl-1691 42 25 . . PUNCT istl-1691 43 1 tenopir tenopir VERB istl-1691 43 2 et et NOUN istl-1691 43 3 al al PROPN istl-1691 43 4 . . PUNCT istl-1691 44 1 ( ( PUNCT istl-1691 44 2 2011 2011 NUM istl-1691 44 3 ) ) PUNCT istl-1691 44 4 surveyed survey VERB istl-1691 44 5 scientists scientist NOUN istl-1691 44 6 across across ADP istl-1691 44 7 disciplines discipline NOUN istl-1691 44 8 to to PART istl-1691 44 9 describe describe VERB istl-1691 44 10 attitudes attitude NOUN istl-1691 44 11 and and CCONJ istl-1691 44 12 practices practice NOUN istl-1691 44 13 towards towards ADP istl-1691 44 14 data datum NOUN istl-1691 44 15 sharing sharing NOUN istl-1691 44 16 . . PUNCT istl-1691 45 1 the the DET istl-1691 45 2 results result NOUN istl-1691 45 3 highlighted highlight VERB istl-1691 45 4 many many ADJ istl-1691 45 5 important important ADJ istl-1691 45 6 aspects aspect NOUN istl-1691 45 7 of of ADP istl-1691 45 8 data data NOUN istl-1691 45 9 practice practice NOUN istl-1691 45 10 . . PUNCT istl-1691 46 1 first first ADV istl-1691 46 2 , , PUNCT istl-1691 46 3 it it PRON istl-1691 46 4 showed show VERB istl-1691 46 5 that that SCONJ istl-1691 46 6 while while SCONJ istl-1691 46 7 researchers researcher NOUN istl-1691 46 8 may may AUX istl-1691 46 9 be be AUX istl-1691 46 10 willing willing ADJ istl-1691 46 11 to to PART istl-1691 46 12 share share VERB istl-1691 46 13 their their PRON istl-1691 46 14 data datum NOUN istl-1691 46 15 under under ADP istl-1691 46 16 certain certain ADJ istl-1691 46 17 conditions condition NOUN istl-1691 46 18 , , PUNCT istl-1691 46 19 most most ADJ istl-1691 46 20 do do AUX istl-1691 46 21 not not PART istl-1691 46 22 develop develop VERB istl-1691 46 23 full full ADJ istl-1691 46 24 , , PUNCT istl-1691 46 25 descriptive descriptive ADJ istl-1691 46 26 annotations annotation NOUN istl-1691 46 27 ( ( PUNCT istl-1691 46 28 i.e. i.e. X istl-1691 46 29 , , PUNCT istl-1691 46 30 metadata metadata PROPN istl-1691 46 31 ) ) PUNCT istl-1691 46 32 to to PART istl-1691 46 33 make make VERB istl-1691 46 34 their their PRON istl-1691 46 35 data datum NOUN istl-1691 46 36 understandable understandable ADJ istl-1691 46 37 to to ADP istl-1691 46 38 other other ADJ istl-1691 46 39 researchers researcher NOUN istl-1691 46 40 ( ( PUNCT istl-1691 46 41 or or CCONJ istl-1691 46 42 even even ADV istl-1691 46 43 to to ADP istl-1691 46 44 themselves themselves PRON istl-1691 46 45 , , PUNCT istl-1691 46 46 as as SCONJ istl-1691 46 47 their their PRON istl-1691 46 48 research research NOUN istl-1691 46 49 specifics specific NOUN istl-1691 46 50 may may AUX istl-1691 46 51 fade fade VERB istl-1691 46 52 over over ADP istl-1691 46 53 time time NOUN istl-1691 46 54 ) ) PUNCT istl-1691 46 55 . . PUNCT istl-1691 47 1 the the DET istl-1691 47 2 research research NOUN istl-1691 47 3 also also ADV istl-1691 47 4 highlighted highlight VERB istl-1691 47 5 many many ADJ istl-1691 47 6 disconnects disconnect NOUN istl-1691 47 7 . . PUNCT istl-1691 48 1 for for ADP istl-1691 48 2 example example NOUN istl-1691 48 3 , , PUNCT istl-1691 48 4 there there PRON istl-1691 48 5 is be VERB istl-1691 48 6 a a DET istl-1691 48 7 need need NOUN istl-1691 48 8 to to PART istl-1691 48 9 create create VERB istl-1691 48 10 cyberinfrastructure cyberinfrastructure NOUN istl-1691 48 11 to to PART istl-1691 48 12 move move VERB istl-1691 48 13 data datum NOUN istl-1691 48 14 sharing share VERB istl-1691 48 15 forward forward ADV istl-1691 48 16 , , PUNCT istl-1691 48 17 but but CCONJ istl-1691 48 18 most most ADJ istl-1691 48 19 institutions institution NOUN istl-1691 48 20 and and CCONJ istl-1691 48 21 funding funding NOUN istl-1691 48 22 agencies agency NOUN istl-1691 48 23 are be AUX istl-1691 48 24 not not PART istl-1691 48 25 providing provide VERB istl-1691 48 26 money money NOUN istl-1691 48 27 to to PART istl-1691 48 28 support support VERB istl-1691 48 29 this this DET istl-1691 48 30 development development NOUN istl-1691 48 31 . . PUNCT istl-1691 49 1 a a DET istl-1691 49 2 survey survey NOUN istl-1691 49 3 by by ADP istl-1691 49 4 diekema diekema NOUN istl-1691 49 5 et et PROPN istl-1691 49 6 al al PROPN istl-1691 49 7 . . PUNCT istl-1691 49 8 ( ( PUNCT istl-1691 49 9 2014 2014 NUM istl-1691 49 10 ) ) PUNCT istl-1691 49 11 of of ADP istl-1691 49 12 science science NOUN istl-1691 49 13 researchers researcher NOUN istl-1691 49 14 , , PUNCT istl-1691 49 15 sponsored sponsor VERB istl-1691 49 16 programs program NOUN istl-1691 49 17 offices office NOUN istl-1691 49 18 , , PUNCT istl-1691 49 19 and and CCONJ istl-1691 49 20 institutional institutional ADJ istl-1691 49 21 repository repository NOUN istl-1691 49 22 librarians librarian NOUN istl-1691 49 23 showed show VERB istl-1691 49 24 that that SCONJ istl-1691 49 25 storage storage NOUN istl-1691 49 26 was be AUX istl-1691 49 27 a a DET istl-1691 49 28 concern concern NOUN istl-1691 49 29 for for ADP istl-1691 49 30 all all DET istl-1691 49 31 groups group NOUN istl-1691 49 32 . . PUNCT istl-1691 50 1 many many ADJ istl-1691 50 2 researchers researcher NOUN istl-1691 50 3 were be AUX istl-1691 50 4 unclear unclear ADJ istl-1691 50 5 about about ADP istl-1691 50 6 what what PRON istl-1691 50 7 repositories repository NOUN istl-1691 50 8 were be AUX istl-1691 50 9 available available ADJ istl-1691 50 10 , , PUNCT istl-1691 50 11 or or CCONJ istl-1691 50 12 even even ADV istl-1691 50 13 if if SCONJ istl-1691 50 14 their their PRON istl-1691 50 15 campus campus NOUN istl-1691 50 16 provided provide VERB istl-1691 50 17 space space NOUN istl-1691 50 18 for for ADP istl-1691 50 19 storing store VERB istl-1691 50 20 or or CCONJ istl-1691 50 21 sharing share VERB istl-1691 50 22 data datum NOUN istl-1691 50 23 . . PUNCT istl-1691 51 1 most most ADV istl-1691 51 2 stored store VERB istl-1691 51 3 their their PRON istl-1691 51 4 data datum NOUN istl-1691 51 5 on on ADP istl-1691 51 6 local local ADJ istl-1691 51 7 computers computer NOUN istl-1691 51 8 and and CCONJ istl-1691 51 9 external external ADJ istl-1691 51 10 hard hard ADJ istl-1691 51 11 drives drive NOUN istl-1691 51 12 . . PUNCT istl-1691 52 1 however however ADV istl-1691 52 2 , , PUNCT istl-1691 52 3 most most ADJ istl-1691 52 4 faculty faculty NOUN istl-1691 52 5 were be AUX istl-1691 52 6 also also ADV istl-1691 52 7 very very ADV istl-1691 52 8 receptive receptive ADJ istl-1691 52 9 to to ADP istl-1691 52 10 receiving receive VERB istl-1691 52 11 help help NOUN istl-1691 52 12 for for ADP istl-1691 52 13 sharing share VERB istl-1691 52 14 data datum NOUN istl-1691 52 15 , , PUNCT istl-1691 52 16 accessing access VERB istl-1691 52 17 data datum NOUN istl-1691 52 18 , , PUNCT istl-1691 52 19 copyright copyright NOUN istl-1691 52 20 and and CCONJ istl-1691 52 21 intellectual intellectual ADJ istl-1691 52 22 property property NOUN istl-1691 52 23 issues issue NOUN istl-1691 52 24 surrounding surround VERB istl-1691 52 25 data datum NOUN istl-1691 52 26 , , PUNCT istl-1691 52 27 and and CCONJ istl-1691 52 28 data data NOUN istl-1691 52 29 management management NOUN istl-1691 52 30 . . PUNCT istl-1691 53 1 steinhart steinhart NOUN istl-1691 53 2 et et PROPN istl-1691 54 1 al al PROPN istl-1691 54 2 . . PUNCT istl-1691 55 1 ( ( PUNCT istl-1691 55 2 2012 2012 NUM istl-1691 55 3 ) ) PUNCT istl-1691 55 4 noted note VERB istl-1691 55 5 that that SCONJ istl-1691 55 6 while while SCONJ istl-1691 55 7 faculty faculty NOUN istl-1691 55 8 were be AUX istl-1691 55 9 open open ADJ istl-1691 55 10 to to ADP istl-1691 55 11 assistance assistance NOUN istl-1691 55 12 in in ADP istl-1691 55 13 improving improve VERB istl-1691 55 14 and and CCONJ istl-1691 55 15 implementing implement VERB istl-1691 55 16 their their PRON istl-1691 55 17 own own ADJ istl-1691 55 18 data data NOUN istl-1691 55 19 practices practice NOUN istl-1691 55 20 and and CCONJ istl-1691 55 21 instruction instruction NOUN istl-1691 55 22 for for ADP istl-1691 55 23 their their PRON istl-1691 55 24 students student NOUN istl-1691 55 25 , , PUNCT istl-1691 55 26 they they PRON istl-1691 55 27 were be AUX istl-1691 55 28 not not PART istl-1691 55 29 willing willing ADJ istl-1691 55 30 to to PART istl-1691 55 31 pay pay VERB istl-1691 55 32 for for ADP istl-1691 55 33 these these DET istl-1691 55 34 additional additional ADJ istl-1691 55 35 services service NOUN istl-1691 55 36 . . PUNCT istl-1691 56 1 this this PRON istl-1691 56 2 is be AUX istl-1691 56 3 something something PRON istl-1691 56 4 that that PRON istl-1691 56 5 libraries library NOUN istl-1691 56 6 will will AUX istl-1691 56 7 need need VERB istl-1691 56 8 to to PART istl-1691 56 9 be be AUX istl-1691 56 10 aware aware ADJ istl-1691 56 11 of of ADP istl-1691 56 12 as as SCONJ istl-1691 56 13 they they PRON istl-1691 56 14 develop develop VERB istl-1691 56 15 new new ADJ istl-1691 56 16 data datum NOUN istl-1691 56 17 service service NOUN istl-1691 56 18 models model NOUN istl-1691 56 19 . . PUNCT istl-1691 57 1 some some DET istl-1691 57 2 studies study NOUN istl-1691 57 3 have have AUX istl-1691 57 4 focused focus VERB istl-1691 57 5 on on ADP istl-1691 57 6 agricultural agricultural ADJ istl-1691 57 7 disciplines discipline NOUN istl-1691 57 8 . . PUNCT istl-1691 58 1 williams williams PROPN istl-1691 58 2 ( ( PUNCT istl-1691 58 3 2012 2012 NUM istl-1691 58 4 ) ) PUNCT istl-1691 58 5 chose choose VERB istl-1691 58 6 a a DET istl-1691 58 7 bibliographic bibliographic ADJ istl-1691 58 8 method method NOUN istl-1691 58 9 to to PART istl-1691 58 10 survey survey VERB istl-1691 58 11 the the DET istl-1691 58 12 use use NOUN istl-1691 58 13 and and CCONJ istl-1691 58 14 sharing sharing NOUN istl-1691 58 15 of of ADP istl-1691 58 16 data datum NOUN istl-1691 58 17 in in ADP istl-1691 58 18 research research NOUN istl-1691 58 19 for for ADP istl-1691 58 20 a a DET istl-1691 58 21 crop crop NOUN istl-1691 58 22 sciences sciences PROPN istl-1691 58 23 department department PROPN istl-1691 58 24 , , PUNCT istl-1691 58 25 through through ADP istl-1691 58 26 analysis analysis NOUN istl-1691 58 27 of of ADP istl-1691 58 28 recently recently ADV istl-1691 58 29 published publish VERB istl-1691 58 30 research research NOUN istl-1691 58 31 . . PUNCT istl-1691 59 1 her her PRON istl-1691 59 2 findings finding NOUN istl-1691 59 3 show show VERB istl-1691 59 4 that that SCONJ istl-1691 59 5 even even ADV istl-1691 59 6 across across ADP istl-1691 59 7 one one NUM istl-1691 59 8 department department NOUN istl-1691 59 9 data datum NOUN istl-1691 59 10 practices practice NOUN istl-1691 59 11 vary vary VERB istl-1691 59 12 broadly broadly ADV istl-1691 59 13 , , PUNCT istl-1691 59 14 making make VERB istl-1691 59 15 it it PRON istl-1691 59 16 difficult difficult ADJ istl-1691 59 17 to to PART istl-1691 59 18 define define VERB istl-1691 59 19 common common ADJ istl-1691 59 20 practices practice NOUN istl-1691 59 21 . . PUNCT istl-1691 60 1 however however ADV istl-1691 60 2 , , PUNCT istl-1691 60 3 she she PRON istl-1691 60 4 did do AUX istl-1691 60 5 note note VERB istl-1691 60 6 that that SCONJ istl-1691 60 7 use use NOUN istl-1691 60 8 of of ADP istl-1691 60 9 other other ADJ istl-1691 60 10 datasets dataset NOUN istl-1691 60 11 within within ADP istl-1691 60 12 research research NOUN istl-1691 60 13 and and CCONJ istl-1691 60 14 sharing share VERB istl-1691 60 15 data datum NOUN istl-1691 60 16 ( ( PUNCT istl-1691 60 17 through through ADP istl-1691 60 18 repositories repository NOUN istl-1691 60 19 , , PUNCT istl-1691 60 20 web web NOUN istl-1691 60 21 sites site NOUN istl-1691 60 22 , , PUNCT istl-1691 60 23 etc etc X istl-1691 60 24 . . X istl-1691 60 25 ) ) PUNCT istl-1691 60 26 is be AUX istl-1691 60 27 becoming become VERB istl-1691 60 28 more more ADV istl-1691 60 29 common common ADJ istl-1691 60 30 over over ADP istl-1691 60 31 time time NOUN istl-1691 60 32 . . PUNCT istl-1691 61 1 this this PRON istl-1691 61 2 is be AUX istl-1691 61 3 especially especially ADV istl-1691 61 4 true true ADJ istl-1691 61 5 in in ADP istl-1691 61 6 genetics genetic NOUN istl-1691 61 7 given give VERB istl-1691 61 8 the the DET istl-1691 61 9 proliferation proliferation NOUN istl-1691 61 10 of of ADP istl-1691 61 11 genetic genetic ADJ istl-1691 61 12 databases database NOUN istl-1691 61 13 and and CCONJ istl-1691 61 14 the the DET istl-1691 61 15 expectation expectation NOUN istl-1691 61 16 to to PART istl-1691 61 17 deposit deposit VERB istl-1691 61 18 this this DET istl-1691 61 19 information information NOUN istl-1691 61 20 before before ADP istl-1691 61 21 publication publication NOUN istl-1691 61 22 . . PUNCT istl-1691 62 1 diekmann diekmann PROPN istl-1691 62 2 ( ( PUNCT istl-1691 62 3 2012 2012 NUM istl-1691 62 4 ) ) PUNCT istl-1691 62 5 took take VERB istl-1691 62 6 a a DET istl-1691 62 7 qualitative qualitative ADJ istl-1691 62 8 approach approach NOUN istl-1691 62 9 , , PUNCT istl-1691 62 10 using use VERB istl-1691 62 11 in in ADP istl-1691 62 12 - - PUNCT istl-1691 62 13 depth depth NOUN istl-1691 62 14 interviews interview NOUN istl-1691 62 15 to to PART istl-1691 62 16 investigate investigate VERB istl-1691 62 17 data data NOUN istl-1691 62 18 experiences experience NOUN istl-1691 62 19 , , PUNCT istl-1691 62 20 practices practice NOUN istl-1691 62 21 , , PUNCT istl-1691 62 22 and and CCONJ istl-1691 62 23 perspectives perspective NOUN istl-1691 62 24 across across ADP istl-1691 62 25 several several ADJ istl-1691 62 26 field field NOUN istl-1691 62 27 - - PUNCT istl-1691 62 28 based base VERB istl-1691 62 29 agricultural agricultural ADJ istl-1691 62 30 disciplines discipline NOUN istl-1691 62 31 . . PUNCT istl-1691 63 1 his his PRON istl-1691 63 2 research research NOUN istl-1691 63 3 showed show VERB istl-1691 63 4 that that SCONJ istl-1691 63 5 while while SCONJ istl-1691 63 6 many many ADJ istl-1691 63 7 robust robust ADJ istl-1691 63 8 data datum NOUN istl-1691 63 9 practices practice NOUN istl-1691 63 10 are be AUX istl-1691 63 11 currently currently ADV istl-1691 63 12 in in ADP istl-1691 63 13 place place NOUN istl-1691 63 14 , , PUNCT istl-1691 63 15 they they PRON istl-1691 63 16 are be AUX istl-1691 63 17 often often ADV istl-1691 63 18 highly highly ADV istl-1691 63 19 individualized individualized ADJ istl-1691 63 20 ( ( PUNCT istl-1691 63 21 i.e. i.e. X istl-1691 63 22 , , PUNCT istl-1691 63 23 not not PART istl-1691 63 24 easily easily ADV istl-1691 63 25 generalizable generalizable ADJ istl-1691 63 26 ) ) PUNCT istl-1691 63 27 , , PUNCT istl-1691 63 28 and and CCONJ istl-1691 63 29 susceptible susceptible ADJ istl-1691 63 30 to to ADP istl-1691 63 31 data data NOUN istl-1691 63 32 loss loss NOUN istl-1691 63 33 over over ADP istl-1691 63 34 time time NOUN istl-1691 63 35 due due ADP istl-1691 63 36 to to ADP istl-1691 63 37 technology technology NOUN istl-1691 63 38 changes change NOUN istl-1691 63 39 , , PUNCT istl-1691 63 40 lack lack NOUN istl-1691 63 41 of of ADP istl-1691 63 42 consistent consistent ADJ istl-1691 63 43 , , PUNCT istl-1691 63 44 meaningful meaningful ADJ istl-1691 63 45 description description NOUN istl-1691 63 46 , , PUNCT istl-1691 63 47 hardware hardware NOUN istl-1691 63 48 failures failure NOUN istl-1691 63 49 , , PUNCT istl-1691 63 50 and and CCONJ istl-1691 63 51 lack lack NOUN istl-1691 63 52 of of ADP istl-1691 63 53 long long ADJ istl-1691 63 54 - - PUNCT istl-1691 63 55 term term NOUN istl-1691 63 56 preservation preservation NOUN istl-1691 63 57 guidelines guideline NOUN istl-1691 63 58 . . PUNCT istl-1691 64 1 fernandez fernandez PROPN istl-1691 64 2 , , PUNCT istl-1691 64 3 et et PROPN istl-1691 64 4 al al PROPN istl-1691 64 5 . . PUNCT istl-1691 64 6 ( ( PUNCT istl-1691 64 7 2016 2016 NUM istl-1691 64 8 ) ) PUNCT istl-1691 64 9 surveyed survey VERB istl-1691 64 10 researchers researcher NOUN istl-1691 64 11 at at ADP istl-1691 64 12 two two NUM istl-1691 64 13 land land NOUN istl-1691 64 14 - - PUNCT istl-1691 64 15 grant grant NOUN istl-1691 64 16 universities university NOUN istl-1691 64 17 to to PART istl-1691 64 18 gauge gauge VERB istl-1691 64 19 practice practice NOUN istl-1691 64 20 and and CCONJ istl-1691 64 21 attitudes attitude NOUN istl-1691 64 22 towards towards ADP istl-1691 64 23 data datum NOUN istl-1691 64 24 sharing sharing NOUN istl-1691 64 25 , , PUNCT istl-1691 64 26 specifically specifically ADV istl-1691 64 27 in in ADP istl-1691 64 28 light light NOUN istl-1691 64 29 of of ADP istl-1691 64 30 the the DET istl-1691 64 31 land land NOUN istl-1691 64 32 - - PUNCT istl-1691 64 33 grant grant NOUN istl-1691 64 34 mission mission NOUN istl-1691 64 35 towards towards ADP istl-1691 64 36 service service NOUN istl-1691 64 37 to to ADP istl-1691 64 38 a a DET istl-1691 64 39 broader broad ADJ istl-1691 64 40 community community NOUN istl-1691 64 41 . . PUNCT istl-1691 65 1 they they PRON istl-1691 65 2 saw see VERB istl-1691 65 3 that that SCONJ istl-1691 65 4 those those PRON istl-1691 65 5 who who PRON istl-1691 65 6 did do AUX istl-1691 65 7 see see VERB istl-1691 65 8 data datum NOUN istl-1691 65 9 sharing sharing NOUN istl-1691 65 10 as as ADP istl-1691 65 11 supportive supportive ADJ istl-1691 65 12 of of ADP istl-1691 65 13 the the DET istl-1691 65 14 land land NOUN istl-1691 65 15 - - PUNCT istl-1691 65 16 grant grant NOUN istl-1691 65 17 mission mission NOUN istl-1691 65 18 also also ADV istl-1691 65 19 tended tend VERB istl-1691 65 20 to to PART istl-1691 65 21 be be AUX istl-1691 65 22 the the DET istl-1691 65 23 ones one NOUN istl-1691 65 24 who who PRON istl-1691 65 25 shared share VERB istl-1691 65 26 their their PRON istl-1691 65 27 data datum NOUN istl-1691 65 28 or or CCONJ istl-1691 65 29 were be AUX istl-1691 65 30 willing willing ADJ istl-1691 65 31 to to PART istl-1691 65 32 share share VERB istl-1691 65 33 . . PUNCT istl-1691 66 1 it it PRON istl-1691 66 2 is be AUX istl-1691 66 3 important important ADJ istl-1691 66 4 that that SCONJ istl-1691 66 5 researchers researcher NOUN istl-1691 66 6 and and CCONJ istl-1691 66 7 graduate graduate NOUN istl-1691 66 8 students student NOUN istl-1691 66 9 have have VERB istl-1691 66 10 the the DET istl-1691 66 11 skills skill NOUN istl-1691 66 12 to to PART istl-1691 66 13 navigate navigate VERB istl-1691 66 14 the the DET istl-1691 66 15 changing change VERB istl-1691 66 16 data datum NOUN istl-1691 66 17 environment environment NOUN istl-1691 66 18 . . PUNCT istl-1691 67 1 libraries library NOUN istl-1691 67 2 , , PUNCT istl-1691 67 3 as as SCONJ istl-1691 67 4 traditional traditional ADJ istl-1691 67 5 centers center NOUN istl-1691 67 6 of of ADP istl-1691 67 7 knowledge knowledge NOUN istl-1691 67 8 and and CCONJ istl-1691 67 9 learning learning NOUN istl-1691 67 10 cutting cut VERB istl-1691 67 11 across across ADP istl-1691 67 12 disciplines discipline NOUN istl-1691 67 13 , , PUNCT istl-1691 67 14 have have VERB istl-1691 67 15 the the DET istl-1691 67 16 potential potential NOUN istl-1691 67 17 to to PART istl-1691 67 18 be be AUX istl-1691 67 19 educators educator NOUN istl-1691 67 20 in in ADP istl-1691 67 21 the the DET istl-1691 67 22 data data NOUN istl-1691 67 23 environment environment NOUN istl-1691 67 24 ( ( PUNCT istl-1691 67 25 heidorn heidorn VERB istl-1691 67 26 2011 2011 NUM istl-1691 67 27 ) ) PUNCT istl-1691 67 28 . . PUNCT istl-1691 68 1 this this PRON istl-1691 68 2 is be AUX istl-1691 68 3 especially especially ADV istl-1691 68 4 true true ADJ istl-1691 68 5 as as SCONJ istl-1691 68 6 it it PRON istl-1691 68 7 is be AUX istl-1691 68 8 unclear unclear ADJ istl-1691 68 9 if if SCONJ istl-1691 68 10 researchers researcher NOUN istl-1691 68 11 possess possess VERB istl-1691 68 12 the the DET istl-1691 68 13 skills skill NOUN istl-1691 68 14 , , PUNCT istl-1691 68 15 the the DET istl-1691 68 16 interest interest NOUN istl-1691 68 17 in in ADP istl-1691 68 18 developing develop VERB istl-1691 68 19 these these DET istl-1691 68 20 skills skill NOUN istl-1691 68 21 , , PUNCT istl-1691 68 22 or or CCONJ istl-1691 68 23 the the DET istl-1691 68 24 ability ability NOUN istl-1691 68 25 to to PART istl-1691 68 26 pass pass VERB istl-1691 68 27 these these DET istl-1691 68 28 skills skill NOUN istl-1691 68 29 on on ADP istl-1691 68 30 to to ADP istl-1691 68 31 graduate graduate NOUN istl-1691 68 32 students student NOUN istl-1691 68 33 . . PUNCT istl-1691 69 1 carlson carlson PROPN istl-1691 69 2 , , PUNCT istl-1691 69 3 et et PROPN istl-1691 69 4 al al PROPN istl-1691 69 5 . . PUNCT istl-1691 69 6 ( ( PUNCT istl-1691 69 7 2011 2011 NUM istl-1691 69 8 ) ) PUNCT istl-1691 69 9 set set VERB istl-1691 69 10 out out ADP istl-1691 69 11 12 12 NUM istl-1691 69 12 data datum NOUN istl-1691 69 13 competencies competency NOUN istl-1691 69 14 based base VERB istl-1691 69 15 on on ADP istl-1691 69 16 their their PRON istl-1691 69 17 research research NOUN istl-1691 69 18 interacting interact VERB istl-1691 69 19 with with ADP istl-1691 69 20 faculty faculty NOUN istl-1691 69 21 on on ADP istl-1691 69 22 data data NOUN istl-1691 69 23 practices practice NOUN istl-1691 69 24 . . PUNCT istl-1691 70 1 these these DET istl-1691 70 2 competencies competency NOUN istl-1691 70 3 include include VERB istl-1691 70 4 data data NOUN istl-1691 70 5 literacy literacy NOUN istl-1691 70 6 competencies competency NOUN istl-1691 70 7 that that PRON istl-1691 70 8 could could AUX istl-1691 70 9 be be AUX istl-1691 70 10 taught teach VERB istl-1691 70 11 by by ADP istl-1691 70 12 librarians librarian NOUN istl-1691 70 13 , , PUNCT istl-1691 70 14 as as ADV istl-1691 70 15 well well ADV istl-1691 70 16 as as ADP istl-1691 70 17 broader broad ADJ istl-1691 70 18 skills skill NOUN istl-1691 70 19 ( ( PUNCT istl-1691 70 20 e.g. e.g. ADV istl-1691 70 21 , , PUNCT istl-1691 70 22 visualization visualization NOUN istl-1691 70 23 ) ) PUNCT istl-1691 70 24 that that PRON istl-1691 70 25 could could AUX istl-1691 70 26 be be AUX istl-1691 70 27 the the DET istl-1691 70 28 purview purview NOUN istl-1691 70 29 of of ADP istl-1691 70 30 researchers researcher NOUN istl-1691 70 31 or or CCONJ istl-1691 70 32 other other ADJ istl-1691 70 33 specialists specialist NOUN istl-1691 70 34 . . PUNCT istl-1691 71 1 the the DET istl-1691 71 2 mix mix NOUN istl-1691 71 3 of of ADP istl-1691 71 4 competencies competency NOUN istl-1691 71 5 , , PUNCT istl-1691 71 6 and and CCONJ istl-1691 71 7 who who PRON istl-1691 71 8 could could AUX istl-1691 71 9 teach teach VERB istl-1691 71 10 them they PRON istl-1691 71 11 , , PUNCT istl-1691 71 12 shows show VERB istl-1691 71 13 that that SCONJ istl-1691 71 14 this this DET istl-1691 71 15 environment environment NOUN istl-1691 71 16 is be AUX istl-1691 71 17 still still ADV istl-1691 71 18 in in ADP istl-1691 71 19 flux flux NOUN istl-1691 71 20 but but CCONJ istl-1691 71 21 that that SCONJ istl-1691 71 22 it it PRON istl-1691 71 23 will will AUX istl-1691 71 24 need need VERB istl-1691 71 25 a a DET istl-1691 71 26 mix mix NOUN istl-1691 71 27 of of ADP istl-1691 71 28 professionals professional NOUN istl-1691 71 29 to to PART istl-1691 71 30 create create VERB istl-1691 71 31 a a DET istl-1691 71 32 data data NOUN istl-1691 71 33 - - PUNCT istl-1691 71 34 literate literate NOUN istl-1691 71 35 individual individual NOUN istl-1691 71 36 . . PUNCT istl-1691 72 1 it it PRON istl-1691 72 2 is be AUX istl-1691 72 3 also also ADV istl-1691 72 4 imperative imperative ADJ istl-1691 72 5 that that SCONJ istl-1691 72 6 context context NOUN istl-1691 72 7 be be AUX istl-1691 72 8 taken take VERB istl-1691 72 9 into into ADP istl-1691 72 10 consideration consideration NOUN istl-1691 72 11 as as ADP istl-1691 72 12 to to ADP istl-1691 72 13 whether whether SCONJ istl-1691 72 14 this this DET istl-1691 72 15 information information NOUN istl-1691 72 16 is be AUX istl-1691 72 17 presented present VERB istl-1691 72 18 one one NUM istl-1691 72 19 - - PUNCT istl-1691 72 20 on on ADP istl-1691 72 21 - - PUNCT istl-1691 72 22 one one NUM istl-1691 72 23 , , PUNCT istl-1691 72 24 in in ADP istl-1691 72 25 classes class NOUN istl-1691 72 26 , , PUNCT istl-1691 72 27 or or CCONJ istl-1691 72 28 in in ADP istl-1691 72 29 group group NOUN istl-1691 72 30 settings setting NOUN istl-1691 72 31 ( ( PUNCT istl-1691 72 32 carlson carlson PROPN istl-1691 72 33 , , PUNCT istl-1691 72 34 nelson nelson PROPN istl-1691 72 35 , , PUNCT istl-1691 72 36 johnston johnston PROPN istl-1691 72 37 , , PUNCT istl-1691 72 38 & & CCONJ istl-1691 72 39 koshoffer koshoffer VERB istl-1691 72 40 2015 2015 NUM istl-1691 72 41 ) ) PUNCT istl-1691 72 42 . . PUNCT istl-1691 73 1 methods method NOUN istl-1691 73 2 we we PRON istl-1691 73 3 used use VERB istl-1691 73 4 populations population NOUN istl-1691 73 5 from from ADP istl-1691 73 6 the the DET istl-1691 73 7 college college NOUN istl-1691 73 8 to to PART istl-1691 73 9 generate generate VERB istl-1691 73 10 a a DET istl-1691 73 11 purposeful purposeful ADJ istl-1691 73 12 sample sample NOUN istl-1691 73 13 . . PUNCT istl-1691 74 1 following follow VERB istl-1691 74 2 sandelowski sandelowski PROPN istl-1691 74 3 ( ( PUNCT istl-1691 74 4 1995 1995 NUM istl-1691 74 5 ) ) PUNCT istl-1691 74 6 we we PRON istl-1691 74 7 defined define VERB istl-1691 74 8 a a DET istl-1691 74 9 purposeful purposeful ADJ istl-1691 74 10 sample sample NOUN istl-1691 74 11 as as ADP istl-1691 74 12 an an DET istl-1691 74 13 instrument instrument NOUN istl-1691 74 14 of of ADP istl-1691 74 15 qualitative qualitative ADJ istl-1691 74 16 research research NOUN istl-1691 74 17 that that PRON istl-1691 74 18 takes take VERB istl-1691 74 19 events event NOUN istl-1691 74 20 , , PUNCT istl-1691 74 21 phenomena phenomenon NOUN istl-1691 74 22 , , PUNCT istl-1691 74 23 and and CCONJ istl-1691 74 24 experiences experience NOUN istl-1691 74 25 as as ADP istl-1691 74 26 its its PRON istl-1691 74 27 object object NOUN istl-1691 74 28 of of ADP istl-1691 74 29 inquiry inquiry NOUN istl-1691 74 30 . . PUNCT istl-1691 75 1 in in ADP istl-1691 75 2 such such ADJ istl-1691 75 3 samples sample NOUN istl-1691 75 4 , , PUNCT istl-1691 75 5 people people NOUN istl-1691 75 6 are be AUX istl-1691 75 7 counted count VERB istl-1691 75 8 because because SCONJ istl-1691 75 9 they they PRON istl-1691 75 10 provide provide VERB istl-1691 75 11 direct direct ADJ istl-1691 75 12 knowledge knowledge NOUN istl-1691 75 13 of of ADP istl-1691 75 14 the the DET istl-1691 75 15 phenomena phenomena NOUN istl-1691 75 16 of of ADP istl-1691 75 17 interest interest NOUN istl-1691 75 18 and and CCONJ istl-1691 75 19 are be AUX istl-1691 75 20 a a DET istl-1691 75 21 good good ADJ istl-1691 75 22 source source NOUN istl-1691 75 23 of of ADP istl-1691 75 24 information information NOUN istl-1691 75 25 . . PUNCT istl-1691 76 1 in in ADP istl-1691 76 2 our our PRON istl-1691 76 3 case case NOUN istl-1691 76 4 study study NOUN istl-1691 76 5 , , PUNCT istl-1691 76 6 we we PRON istl-1691 76 7 analyzed analyze VERB istl-1691 76 8 the the DET istl-1691 76 9 needs need NOUN istl-1691 76 10 and and CCONJ istl-1691 76 11 practices practice NOUN istl-1691 76 12 related relate VERB istl-1691 76 13 to to ADP istl-1691 76 14 scientific scientific ADJ istl-1691 76 15 data datum NOUN istl-1691 76 16 in in ADP istl-1691 76 17 the the DET istl-1691 76 18 purdue purdue PROPN istl-1691 76 19 university university PROPN istl-1691 76 20 college college PROPN istl-1691 76 21 of of ADP istl-1691 76 22 agriculture agriculture NOUN istl-1691 76 23 . . PUNCT istl-1691 77 1 examples example NOUN istl-1691 77 2 of of ADP istl-1691 77 3 dimensions dimension NOUN istl-1691 77 4 for for ADP istl-1691 77 5 this this DET istl-1691 77 6 phenomenon phenomenon NOUN istl-1691 77 7 include include VERB istl-1691 77 8 the the DET istl-1691 77 9 volume volume NOUN istl-1691 77 10 of of ADP istl-1691 77 11 data datum NOUN istl-1691 77 12 that that PRON istl-1691 77 13 participants participant NOUN istl-1691 77 14 must must AUX istl-1691 77 15 store store VERB istl-1691 77 16 , , PUNCT istl-1691 77 17 and and CCONJ istl-1691 77 18 the the DET istl-1691 77 19 means mean NOUN istl-1691 77 20 by by ADP istl-1691 77 21 which which PRON istl-1691 77 22 they they PRON istl-1691 77 23 believe believe VERB istl-1691 77 24 graduate graduate ADJ istl-1691 77 25 students student NOUN istl-1691 77 26 acquire acquire VERB istl-1691 77 27 their their PRON istl-1691 77 28 data data NOUN istl-1691 77 29 - - PUNCT istl-1691 77 30 related relate VERB istl-1691 77 31 skills skill NOUN istl-1691 77 32 . . PUNCT istl-1691 78 1 we we PRON istl-1691 78 2 aimed aim VERB istl-1691 78 3 for for ADP istl-1691 78 4 demographic demographic ADJ istl-1691 78 5 variation variation NOUN istl-1691 78 6 in in ADP istl-1691 78 7 our our PRON istl-1691 78 8 survey survey NOUN istl-1691 78 9 by by ADP istl-1691 78 10 gathering gather VERB istl-1691 78 11 responses response NOUN istl-1691 78 12 through through ADP istl-1691 78 13 e e NOUN istl-1691 78 14 - - NOUN istl-1691 78 15 mails mail NOUN istl-1691 78 16 distributed distribute VERB istl-1691 78 17 in in ADP istl-1691 78 18 the the DET istl-1691 78 19 college college NOUN istl-1691 78 20 . . PUNCT istl-1691 79 1 in in ADP istl-1691 79 2 addition addition NOUN istl-1691 79 3 , , PUNCT istl-1691 79 4 we we PRON istl-1691 79 5 assumed assume VERB istl-1691 79 6 that that SCONJ istl-1691 79 7 participants participant NOUN istl-1691 79 8 in in ADP istl-1691 79 9 the the DET istl-1691 79 10 survey survey NOUN istl-1691 79 11 would would AUX istl-1691 79 12 be be AUX istl-1691 79 13 more more ADV istl-1691 79 14 likely likely ADJ istl-1691 79 15 to to PART istl-1691 79 16 respond respond VERB istl-1691 79 17 if if SCONJ istl-1691 79 18 they they PRON istl-1691 79 19 were be AUX istl-1691 79 20 interested interested ADJ istl-1691 79 21 in in ADP istl-1691 79 22 data data NOUN istl-1691 79 23 - - PUNCT istl-1691 79 24 related relate VERB istl-1691 79 25 questions question NOUN istl-1691 79 26 . . PUNCT istl-1691 80 1 they they PRON istl-1691 80 2 would would AUX istl-1691 80 3 thus thus ADV istl-1691 80 4 provide provide VERB istl-1691 80 5 us we PRON istl-1691 80 6 with with ADP istl-1691 80 7 informationally informationally ADV istl-1691 80 8 significant significant ADJ istl-1691 80 9 results result NOUN istl-1691 80 10 adequate adequate ADJ istl-1691 80 11 for for ADP istl-1691 80 12 the the DET istl-1691 80 13 purpose purpose NOUN istl-1691 80 14 of of ADP istl-1691 80 15 the the DET istl-1691 80 16 study study NOUN istl-1691 80 17 ( ( PUNCT istl-1691 80 18 i.e. i.e. X istl-1691 80 19 , , PUNCT istl-1691 80 20 informing inform VERB istl-1691 80 21 educational educational ADJ istl-1691 80 22 practices practice NOUN istl-1691 80 23 that that PRON istl-1691 80 24 the the DET istl-1691 80 25 libraries library NOUN istl-1691 80 26 can can AUX istl-1691 80 27 draw draw VERB istl-1691 80 28 upon upon SCONJ istl-1691 80 29 and and CCONJ istl-1691 80 30 use use VERB istl-1691 80 31 to to PART istl-1691 80 32 make make VERB istl-1691 80 33 recommendations recommendation NOUN istl-1691 80 34 for for ADP istl-1691 80 35 data data NOUN istl-1691 80 36 services service NOUN istl-1691 80 37 to to ADP istl-1691 80 38 the the DET istl-1691 80 39 college college NOUN istl-1691 80 40 ) ) PUNCT istl-1691 80 41 . . PUNCT istl-1691 81 1 the the DET istl-1691 81 2 purdue purdue ADJ istl-1691 81 3 human human ADJ istl-1691 81 4 subjects subject NOUN istl-1691 81 5 institutional institutional ADJ istl-1691 81 6 review review NOUN istl-1691 81 7 board board NOUN istl-1691 81 8 approved approve VERB istl-1691 81 9 this this DET istl-1691 81 10 study study NOUN istl-1691 81 11 as as ADP istl-1691 81 12 an an DET istl-1691 81 13 online online ADJ istl-1691 81 14 survey survey NOUN istl-1691 81 15 with with ADP istl-1691 81 16 the the DET istl-1691 81 17 anonymity anonymity NOUN istl-1691 81 18 of of ADP istl-1691 81 19 respondents respondent NOUN istl-1691 81 20 protected protect VERB istl-1691 81 21 . . PUNCT istl-1691 82 1 the the DET istl-1691 82 2 survey survey NOUN istl-1691 82 3 asked ask VERB istl-1691 82 4 no no DET istl-1691 82 5 identifying identify VERB istl-1691 82 6 questions question NOUN istl-1691 82 7 and and CCONJ istl-1691 82 8 this this DET istl-1691 82 9 paper paper NOUN istl-1691 82 10 reports report VERB istl-1691 82 11 the the DET istl-1691 82 12 findings finding NOUN istl-1691 82 13 in in ADP istl-1691 82 14 the the DET istl-1691 82 15 aggregate aggregate NOUN istl-1691 82 16 . . PUNCT istl-1691 83 1 we we PRON istl-1691 83 2 sent send VERB istl-1691 83 3 out out ADP istl-1691 83 4 the the DET istl-1691 83 5 survey survey NOUN istl-1691 83 6 via via ADP istl-1691 83 7 e e NOUN istl-1691 83 8 - - NOUN istl-1691 83 9 mail mail NOUN istl-1691 83 10 to to ADP istl-1691 83 11 college college NOUN istl-1691 83 12 faculty faculty NOUN istl-1691 83 13 , , PUNCT istl-1691 83 14 staff staff NOUN istl-1691 83 15 , , PUNCT istl-1691 83 16 and and CCONJ istl-1691 83 17 graduate graduate NOUN istl-1691 83 18 students student NOUN istl-1691 83 19 , , PUNCT istl-1691 83 20 and and CCONJ istl-1691 83 21 other other ADJ istl-1691 83 22 demographic demographic ADJ istl-1691 83 23 groups group NOUN istl-1691 83 24 . . PUNCT istl-1691 84 1 the the DET istl-1691 84 2 survey survey NOUN istl-1691 84 3 e e NOUN istl-1691 84 4 - - NOUN istl-1691 84 5 mail mail NOUN istl-1691 84 6 was be AUX istl-1691 84 7 initially initially ADV istl-1691 84 8 sent send VERB istl-1691 84 9 on on ADP istl-1691 84 10 september september PROPN istl-1691 84 11 24 24 NUM istl-1691 84 12 , , PUNCT istl-1691 84 13 2014 2014 NUM istl-1691 84 14 , , PUNCT istl-1691 84 15 to to PART istl-1691 84 16 be be AUX istl-1691 84 17 completed complete VERB istl-1691 84 18 by by ADP istl-1691 84 19 october october PROPN istl-1691 84 20 24 24 NUM istl-1691 84 21 , , PUNCT istl-1691 84 22 2014 2014 NUM istl-1691 84 23 . . PUNCT istl-1691 85 1 after after ADP istl-1691 85 2 a a DET istl-1691 85 3 reminder reminder NOUN istl-1691 85 4 e e NOUN istl-1691 85 5 - - NOUN istl-1691 85 6 mail mail NOUN istl-1691 85 7 on on ADP istl-1691 85 8 october october PROPN istl-1691 85 9 29th 29th NOUN istl-1691 85 10 , , PUNCT istl-1691 85 11 the the DET istl-1691 85 12 survey survey NOUN istl-1691 85 13 was be AUX istl-1691 85 14 extended extend VERB istl-1691 85 15 to to ADP istl-1691 85 16 november november PROPN istl-1691 85 17 7th 7th NOUN istl-1691 85 18 to to PART istl-1691 85 19 increase increase VERB istl-1691 85 20 results result NOUN istl-1691 85 21 . . PUNCT istl-1691 86 1 the the DET istl-1691 86 2 survey survey NOUN istl-1691 86 3 contained contain VERB istl-1691 86 4 four four NUM istl-1691 86 5 demographic demographic ADJ istl-1691 86 6 questions question NOUN istl-1691 86 7 and and CCONJ istl-1691 86 8 19 19 NUM istl-1691 86 9 questions question NOUN istl-1691 86 10 about about ADP istl-1691 86 11 data datum NOUN istl-1691 86 12 practices practice NOUN istl-1691 86 13 and and CCONJ istl-1691 86 14 data datum NOUN istl-1691 86 15 literacy literacy NOUN istl-1691 86 16 . . PUNCT istl-1691 87 1 ( ( PUNCT istl-1691 87 2 see see VERB istl-1691 87 3 appendix appendix PROPN istl-1691 87 4 a a X istl-1691 87 5 ) ) PUNCT istl-1691 87 6 . . PUNCT istl-1691 88 1 the the DET istl-1691 88 2 questions question NOUN istl-1691 88 3 about about ADP istl-1691 88 4 data datum NOUN istl-1691 88 5 practices practice NOUN istl-1691 88 6 were be AUX istl-1691 88 7 based base VERB istl-1691 88 8 on on ADP istl-1691 88 9 a a DET istl-1691 88 10 survey survey NOUN istl-1691 88 11 created create VERB istl-1691 88 12 by by ADP istl-1691 88 13 tenopir tenopir NOUN istl-1691 88 14 et et NOUN istl-1691 88 15 al al PROPN istl-1691 88 16 . . PUNCT istl-1691 89 1 ( ( PUNCT istl-1691 89 2 2011 2011 NUM istl-1691 89 3 ) ) PUNCT istl-1691 89 4 . . PUNCT istl-1691 90 1 the the DET istl-1691 90 2 data datum NOUN istl-1691 90 3 literacy literacy NOUN istl-1691 90 4 questions question NOUN istl-1691 90 5 were be AUX istl-1691 90 6 based base VERB istl-1691 90 7 on on ADP istl-1691 90 8 the the DET istl-1691 90 9 12 12 NUM istl-1691 90 10 competencies competency NOUN istl-1691 90 11 discussed discuss VERB istl-1691 90 12 by by ADP istl-1691 90 13 carlson carlson PROPN istl-1691 90 14 et et PROPN istl-1691 90 15 al al PROPN istl-1691 90 16 . . PUNCT istl-1691 91 1 ( ( PUNCT istl-1691 91 2 2011 2011 NUM istl-1691 91 3 ) ) PUNCT istl-1691 91 4 . . PUNCT istl-1691 92 1 at at ADP istl-1691 92 2 the the DET istl-1691 92 3 recommendation recommendation NOUN istl-1691 92 4 of of ADP istl-1691 92 5 the the DET istl-1691 92 6 college college NOUN istl-1691 92 7 administrator administrator NOUN istl-1691 92 8 collaborator collaborator NOUN istl-1691 92 9 , , PUNCT istl-1691 92 10 the the DET istl-1691 92 11 researchers researcher NOUN istl-1691 92 12 customized customize VERB istl-1691 92 13 the the DET istl-1691 92 14 survey survey NOUN istl-1691 92 15 to to PART istl-1691 92 16 take take VERB istl-1691 92 17 approximately approximately ADV istl-1691 92 18 15 15 NUM istl-1691 92 19 minutes minute NOUN istl-1691 92 20 to to PART istl-1691 92 21 complete complete VERB istl-1691 92 22 . . PUNCT istl-1691 93 1 survey survey NOUN istl-1691 93 2 questions question NOUN istl-1691 93 3 were be AUX istl-1691 93 4 intended intend VERB istl-1691 93 5 to to PART istl-1691 93 6 capture capture VERB istl-1691 93 7 a a DET istl-1691 93 8 snapshot snapshot NOUN istl-1691 93 9 of of ADP istl-1691 93 10 current current ADJ istl-1691 93 11 practices practice NOUN istl-1691 93 12 and and CCONJ istl-1691 93 13 skills skill NOUN istl-1691 93 14 through through ADP istl-1691 93 15 the the DET istl-1691 93 16 survey survey NOUN istl-1691 93 17 , , PUNCT istl-1691 93 18 so so ADV istl-1691 93 19 we we PRON istl-1691 93 20 did do AUX istl-1691 93 21 not not PART istl-1691 93 22 ask ask VERB istl-1691 93 23 any any DET istl-1691 93 24 questions question NOUN istl-1691 93 25 related relate VERB istl-1691 93 26 to to ADP istl-1691 93 27 future future ADJ istl-1691 93 28 plans plan NOUN istl-1691 93 29 about about ADP istl-1691 93 30 data datum NOUN istl-1691 93 31 . . PUNCT istl-1691 94 1 we we PRON istl-1691 94 2 received receive VERB istl-1691 94 3 140 140 NUM istl-1691 94 4 responses response NOUN istl-1691 94 5 , , PUNCT istl-1691 94 6 with with ADP istl-1691 94 7 111 111 NUM istl-1691 94 8 completing complete VERB istl-1691 94 9 all all DET istl-1691 94 10 questions question NOUN istl-1691 94 11 . . PUNCT istl-1691 95 1 several several ADJ istl-1691 95 2 questions question NOUN istl-1691 95 3 asked ask VERB istl-1691 95 4 participants participant NOUN istl-1691 95 5 to to PART istl-1691 95 6 check check VERB istl-1691 95 7 all all DET istl-1691 95 8 responses response NOUN istl-1691 95 9 that that PRON istl-1691 95 10 applied apply VERB istl-1691 95 11 , , PUNCT istl-1691 95 12 as as SCONJ istl-1691 95 13 practices practice NOUN istl-1691 95 14 are be AUX istl-1691 95 15 not not PART istl-1691 95 16 mutually mutually ADV istl-1691 95 17 exclusive exclusive ADJ istl-1691 95 18 . . PUNCT istl-1691 96 1 as as ADP istl-1691 96 2 a a DET istl-1691 96 3 result result NOUN istl-1691 96 4 , , PUNCT istl-1691 96 5 total total ADJ istl-1691 96 6 count count NOUN istl-1691 96 7 of of ADP istl-1691 96 8 responses response NOUN istl-1691 96 9 may may AUX istl-1691 96 10 have have AUX istl-1691 96 11 exceeded exceed VERB istl-1691 96 12 100 100 NUM istl-1691 96 13 % % NOUN istl-1691 96 14 of of ADP istl-1691 96 15 respondents respondent NOUN istl-1691 96 16 . . PUNCT istl-1691 97 1 respondents respondent NOUN istl-1691 97 2 had have VERB istl-1691 97 3 the the DET istl-1691 97 4 option option NOUN istl-1691 97 5 to to PART istl-1691 97 6 skip skip VERB istl-1691 97 7 questions question NOUN istl-1691 97 8 . . PUNCT istl-1691 98 1 the the DET istl-1691 98 2 survey survey NOUN istl-1691 98 3 yielded yield VERB istl-1691 98 4 136 136 NUM istl-1691 98 5 valid valid ADJ istl-1691 98 6 responses response NOUN istl-1691 98 7 . . PUNCT istl-1691 99 1 in in ADP istl-1691 99 2 the the DET istl-1691 99 3 analysis analysis NOUN istl-1691 99 4 , , PUNCT istl-1691 99 5 we we PRON istl-1691 99 6 define define VERB istl-1691 99 7 " " PUNCT istl-1691 99 8 valid valid ADJ istl-1691 99 9 " " PUNCT istl-1691 99 10 as as ADP istl-1691 99 11 responses response NOUN istl-1691 99 12 that that PRON istl-1691 99 13 included include VERB istl-1691 99 14 position position NOUN istl-1691 99 15 description description NOUN istl-1691 99 16 or or CCONJ istl-1691 99 17 departmental departmental ADJ istl-1691 99 18 affiliation affiliation NOUN istl-1691 99 19 , , PUNCT istl-1691 99 20 with with ADP istl-1691 99 21 at at ADP istl-1691 99 22 least least ADJ istl-1691 99 23 some some PRON istl-1691 99 24 responses response NOUN istl-1691 99 25 to to PART istl-1691 99 26 survey survey VERB istl-1691 99 27 questions question NOUN istl-1691 99 28 related relate VERB istl-1691 99 29 to to ADP istl-1691 99 30 data datum NOUN istl-1691 99 31 . . PUNCT istl-1691 100 1 respondents respondent NOUN istl-1691 100 2 who who PRON istl-1691 100 3 answered answer VERB istl-1691 100 4 only only ADV istl-1691 100 5 the the DET istl-1691 100 6 demographics demographic NOUN istl-1691 100 7 questions question NOUN istl-1691 100 8 were be AUX istl-1691 100 9 removed remove VERB istl-1691 100 10 . . PUNCT istl-1691 101 1 in in ADP istl-1691 101 2 the the DET istl-1691 101 3 analysis analysis NOUN istl-1691 101 4 , , PUNCT istl-1691 101 5 we we PRON istl-1691 101 6 use use VERB istl-1691 101 7 responses response NOUN istl-1691 101 8 associated associate VERB istl-1691 101 9 with with ADP istl-1691 101 10 demographics demographic NOUN istl-1691 101 11 as as ADP istl-1691 101 12 explanatory explanatory ADJ istl-1691 101 13 variables variable NOUN istl-1691 101 14 and and CCONJ istl-1691 101 15 perform perform VERB istl-1691 101 16 chi chi ADJ istl-1691 101 17 - - PUNCT istl-1691 101 18 square square ADJ istl-1691 101 19 statistic statistic NOUN istl-1691 101 20 and and CCONJ istl-1691 101 21 fisher fisher PROPN istl-1691 101 22 's 's PART istl-1691 101 23 exact exact ADJ istl-1691 101 24 test test NOUN istl-1691 101 25 and and CCONJ istl-1691 101 26 its its PRON istl-1691 101 27 associated associate VERB istl-1691 101 28 probabilities probability NOUN istl-1691 101 29 to to PART istl-1691 101 30 confirm confirm VERB istl-1691 101 31 or or CCONJ istl-1691 101 32 disprove disprove VERB istl-1691 101 33 a a DET istl-1691 101 34 relationship relationship NOUN istl-1691 101 35 between between ADP istl-1691 101 36 the the DET istl-1691 101 37 demographic demographic ADJ istl-1691 101 38 variable variable NOUN istl-1691 101 39 ( ( PUNCT istl-1691 101 40 independent independent ADJ istl-1691 101 41 ) ) PUNCT istl-1691 101 42 and and CCONJ istl-1691 101 43 the the DET istl-1691 101 44 response response NOUN istl-1691 101 45 to to ADP istl-1691 101 46 a a DET istl-1691 101 47 question question NOUN istl-1691 101 48 ( ( PUNCT istl-1691 101 49 dependent dependent ADJ istl-1691 101 50 variable variable NOUN istl-1691 101 51 ) ) PUNCT istl-1691 101 52 . . PUNCT istl-1691 102 1 we we PRON istl-1691 102 2 used use VERB istl-1691 102 3 the the DET istl-1691 102 4 position position NOUN istl-1691 102 5 of of ADP istl-1691 102 6 the the DET istl-1691 102 7 respondent respondent NOUN istl-1691 102 8 in in ADP istl-1691 102 9 the the DET istl-1691 102 10 college college NOUN istl-1691 102 11 as as ADP istl-1691 102 12 the the DET istl-1691 102 13 independent independent ADJ istl-1691 102 14 variable variable NOUN istl-1691 102 15 . . PUNCT istl-1691 103 1 position position NOUN istl-1691 103 2 denotes denote NOUN istl-1691 103 3 graduate graduate NOUN istl-1691 103 4 student student NOUN istl-1691 103 5 , , PUNCT istl-1691 103 6 professor professor NOUN istl-1691 103 7 , , PUNCT istl-1691 103 8 associate associate ADJ istl-1691 103 9 professor professor NOUN istl-1691 103 10 , , PUNCT istl-1691 103 11 assistant assistant NOUN istl-1691 103 12 professor professor NOUN istl-1691 103 13 , , PUNCT istl-1691 103 14 administrator administrator NOUN istl-1691 103 15 , , PUNCT istl-1691 103 16 researcher researcher NOUN istl-1691 103 17 , , PUNCT istl-1691 103 18 post post ADJ istl-1691 103 19 - - ADJ istl-1691 103 20 doctoral doctoral ADJ istl-1691 103 21 researcher researcher NOUN istl-1691 103 22 , , PUNCT istl-1691 103 23 laboratory laboratory NOUN istl-1691 103 24 manager manager NOUN istl-1691 103 25 , , PUNCT istl-1691 103 26 and and CCONJ istl-1691 103 27 other other ADJ istl-1691 103 28 . . PUNCT istl-1691 104 1 respondents respondent NOUN istl-1691 104 2 were be AUX istl-1691 104 3 asked ask VERB istl-1691 104 4 to to PART istl-1691 104 5 only only ADV istl-1691 104 6 choose choose VERB istl-1691 104 7 one one NUM istl-1691 104 8 -their -their ADJ istl-1691 104 9 main main ADJ istl-1691 104 10 position position NOUN istl-1691 104 11 , , PUNCT istl-1691 104 12 in in ADP istl-1691 104 13 the the DET istl-1691 104 14 case case NOUN istl-1691 104 15 where where SCONJ istl-1691 104 16 participants participant NOUN istl-1691 104 17 had have VERB istl-1691 104 18 multiple multiple ADJ istl-1691 104 19 positions position NOUN istl-1691 104 20 . . PUNCT istl-1691 105 1 in in ADP istl-1691 105 2 the the DET istl-1691 105 3 calculation calculation NOUN istl-1691 105 4 of of ADP istl-1691 105 5 the the DET istl-1691 105 6 test test NOUN istl-1691 105 7 statistic statistic NOUN istl-1691 105 8 , , PUNCT istl-1691 105 9 responses response NOUN istl-1691 105 10 were be AUX istl-1691 105 11 aggregated aggregate VERB istl-1691 105 12 into into ADP istl-1691 105 13 larger large ADJ istl-1691 105 14 categories category NOUN istl-1691 105 15 to to PART istl-1691 105 16 reach reach VERB istl-1691 105 17 the the DET istl-1691 105 18 minimum minimum ADJ istl-1691 105 19 threshold threshold NOUN istl-1691 105 20 of of ADP istl-1691 105 21 5 5 NUM istl-1691 105 22 per per ADP istl-1691 105 23 cell cell NOUN istl-1691 105 24 required require VERB istl-1691 105 25 by by ADP istl-1691 105 26 the the DET istl-1691 105 27 programs program NOUN istl-1691 105 28 ( ( PUNCT istl-1691 105 29 spss spss PROPN istl-1691 105 30 ) ) PUNCT istl-1691 105 31 . . PUNCT istl-1691 106 1 mostly mostly ADV istl-1691 106 2 the the DET istl-1691 106 3 categories category NOUN istl-1691 106 4 of of ADP istl-1691 106 5 professor professor NOUN istl-1691 106 6 , , PUNCT istl-1691 106 7 associate associate NOUN istl-1691 106 8 , , PUNCT istl-1691 106 9 assistant assistant NOUN istl-1691 106 10 professors professor NOUN istl-1691 106 11 , , PUNCT istl-1691 106 12 researcher researcher NOUN istl-1691 106 13 , , PUNCT istl-1691 106 14 and and CCONJ istl-1691 106 15 post post ADJ istl-1691 106 16 - - ADJ istl-1691 106 17 doctoral doctoral ADJ istl-1691 106 18 researcher researcher NOUN istl-1691 106 19 were be AUX istl-1691 106 20 aggregated aggregate VERB istl-1691 106 21 ; ; PUNCT istl-1691 106 22 graduate graduate NOUN istl-1691 106 23 students student NOUN istl-1691 106 24 ' ' PART istl-1691 106 25 responses response NOUN istl-1691 106 26 remained remain VERB istl-1691 106 27 a a DET istl-1691 106 28 single single ADJ istl-1691 106 29 category category NOUN istl-1691 106 30 throughout throughout ADP istl-1691 106 31 ; ; PUNCT istl-1691 106 32 other other ADJ istl-1691 106 33 , , PUNCT istl-1691 106 34 administrator administrator NOUN istl-1691 106 35 , , PUNCT istl-1691 106 36 and and CCONJ istl-1691 106 37 laboratory laboratory NOUN istl-1691 106 38 manager manager NOUN istl-1691 106 39 were be AUX istl-1691 106 40 ignored ignore VERB istl-1691 106 41 for for ADP istl-1691 106 42 calculation calculation NOUN istl-1691 106 43 of of ADP istl-1691 106 44 the the DET istl-1691 106 45 tests test NOUN istl-1691 106 46 but but CCONJ istl-1691 106 47 reported report VERB istl-1691 106 48 in in ADP istl-1691 106 49 the the DET istl-1691 106 50 analysis analysis NOUN istl-1691 106 51 if if SCONJ istl-1691 106 52 it it PRON istl-1691 106 53 was be AUX istl-1691 106 54 pertinent pertinent ADJ istl-1691 106 55 to to ADP istl-1691 106 56 the the DET istl-1691 106 57 discussion discussion NOUN istl-1691 106 58 . . PUNCT istl-1691 107 1 variations variation NOUN istl-1691 107 2 on on ADP istl-1691 107 3 the the DET istl-1691 107 4 aggregation aggregation NOUN istl-1691 107 5 into into ADP istl-1691 107 6 the the DET istl-1691 107 7 professor professor NOUN istl-1691 107 8 / / SYM istl-1691 107 9 researcher researcher NOUN istl-1691 107 10 category category NOUN istl-1691 107 11 are be AUX istl-1691 107 12 noted note VERB istl-1691 107 13 for for ADP istl-1691 107 14 each each DET istl-1691 107 15 individual individual ADJ istl-1691 107 16 result result NOUN istl-1691 107 17 reported report VERB istl-1691 107 18 below below ADP istl-1691 107 19 when when SCONJ istl-1691 107 20 necessary necessary ADJ istl-1691 107 21 . . PUNCT istl-1691 108 1 the the DET istl-1691 108 2 researchers researcher NOUN istl-1691 108 3 used use VERB istl-1691 108 4 official official ADJ istl-1691 108 5 counts count NOUN istl-1691 108 6 from from ADP istl-1691 108 7 the the DET istl-1691 108 8 purdue purdue ADJ istl-1691 108 9 data datum NOUN istl-1691 108 10 digest digest NOUN istl-1691 108 11 , , PUNCT istl-1691 108 12 a a DET istl-1691 108 13 compilation compilation NOUN istl-1691 108 14 of of ADP istl-1691 108 15 student student NOUN istl-1691 108 16 enrollment enrollment NOUN istl-1691 108 17 and and CCONJ istl-1691 108 18 faculty faculty NOUN istl-1691 108 19 / / SYM istl-1691 108 20 staff staff NOUN istl-1691 108 21 data datum NOUN istl-1691 108 22 , , PUNCT istl-1691 108 23 to to PART istl-1691 108 24 provide provide VERB istl-1691 108 25 anecdotal anecdotal ADJ istl-1691 108 26 insight insight NOUN istl-1691 108 27 into into ADP istl-1691 108 28 the the DET istl-1691 108 29 percentage percentage NOUN istl-1691 108 30 of of ADP istl-1691 108 31 the the DET istl-1691 108 32 population population NOUN istl-1691 108 33 that that PRON istl-1691 108 34 we we PRON istl-1691 108 35 reached reach VERB istl-1691 108 36 . . PUNCT istl-1691 109 1 some some DET istl-1691 109 2 counts count NOUN istl-1691 109 3 related relate VERB istl-1691 109 4 to to ADP istl-1691 109 5 graduate graduate NOUN istl-1691 109 6 students student NOUN istl-1691 109 7 ( ( PUNCT istl-1691 109 8 total total ADJ istl-1691 109 9 number number NOUN istl-1691 109 10 and and CCONJ istl-1691 109 11 break break NOUN istl-1691 109 12 - - PUNCT istl-1691 109 13 down down NOUN istl-1691 109 14 by by ADP istl-1691 109 15 department department NOUN istl-1691 109 16 ) ) PUNCT istl-1691 109 17 are be AUX istl-1691 109 18 confidential confidential ADJ istl-1691 109 19 and and CCONJ istl-1691 109 20 were be AUX istl-1691 109 21 not not PART istl-1691 109 22 available available ADJ istl-1691 109 23 to to ADP istl-1691 109 24 us we PRON istl-1691 109 25 . . PUNCT istl-1691 110 1 additionally additionally ADV istl-1691 110 2 , , PUNCT istl-1691 110 3 open open ADJ istl-1691 110 4 text text NOUN istl-1691 110 5 fields field NOUN istl-1691 110 6 provided provide VERB istl-1691 110 7 at at ADP istl-1691 110 8 the the DET istl-1691 110 9 end end NOUN istl-1691 110 10 of of ADP istl-1691 110 11 the the DET istl-1691 110 12 survey survey NOUN istl-1691 110 13 noted note VERB istl-1691 110 14 where where SCONJ istl-1691 110 15 respondents respondent NOUN istl-1691 110 16 ' ' PART istl-1691 110 17 comments comment NOUN istl-1691 110 18 were be AUX istl-1691 110 19 solicited solicit VERB istl-1691 110 20 . . PUNCT istl-1691 111 1 results result NOUN istl-1691 111 2 respondents respondent NOUN istl-1691 111 3 : : PUNCT istl-1691 111 4 the the DET istl-1691 111 5 respondents respondent NOUN istl-1691 111 6 were be AUX istl-1691 111 7 primarily primarily ADV istl-1691 111 8 characterized characterize VERB istl-1691 111 9 in in ADP istl-1691 111 10 terms term NOUN istl-1691 111 11 of of ADP istl-1691 111 12 their their PRON istl-1691 111 13 position position NOUN istl-1691 111 14 , , PUNCT istl-1691 111 15 but but CCONJ istl-1691 111 16 we we PRON istl-1691 111 17 were be AUX istl-1691 111 18 also also ADV istl-1691 111 19 interested interested ADJ istl-1691 111 20 in in ADP istl-1691 111 21 their their PRON istl-1691 111 22 departmental departmental ADJ istl-1691 111 23 affiliation affiliation NOUN istl-1691 111 24 and and CCONJ istl-1691 111 25 the the DET istl-1691 111 26 type type NOUN istl-1691 111 27 of of ADP istl-1691 111 28 data datum NOUN istl-1691 111 29 that that PRON istl-1691 111 30 they they PRON istl-1691 111 31 generated generate VERB istl-1691 111 32 or or CCONJ istl-1691 111 33 analyzed analyze VERB istl-1691 111 34 . . PUNCT istl-1691 112 1 the the DET istl-1691 112 2 respondent respondent NOUN istl-1691 112 3 's 's PART istl-1691 112 4 position position NOUN istl-1691 112 5 was be AUX istl-1691 112 6 used use VERB istl-1691 112 7 to to PART istl-1691 112 8 distinguish distinguish VERB istl-1691 112 9 between between ADP istl-1691 112 10 faculty faculty NOUN istl-1691 112 11 ( ( PUNCT istl-1691 112 12 or or CCONJ istl-1691 112 13 staff staff NOUN istl-1691 112 14 ) ) PUNCT istl-1691 112 15 and and CCONJ istl-1691 112 16 graduate graduate NOUN istl-1691 112 17 students student NOUN istl-1691 112 18 . . PUNCT istl-1691 113 1 this this DET istl-1691 113 2 distinction distinction NOUN istl-1691 113 3 was be AUX istl-1691 113 4 useful useful ADJ istl-1691 113 5 because because SCONJ istl-1691 113 6 faculty faculty NOUN istl-1691 113 7 and and CCONJ istl-1691 113 8 staff staff NOUN istl-1691 113 9 have have VERB istl-1691 113 10 better well ADJ istl-1691 113 11 access access NOUN istl-1691 113 12 to to ADP istl-1691 113 13 and and CCONJ istl-1691 113 14 control control VERB istl-1691 113 15 over over ADP istl-1691 113 16 resources resource NOUN istl-1691 113 17 , , PUNCT istl-1691 113 18 for for ADP istl-1691 113 19 instance instance NOUN istl-1691 113 20 while while SCONJ istl-1691 113 21 pursuing pursue VERB istl-1691 113 22 funding funding NOUN istl-1691 113 23 for for ADP istl-1691 113 24 their their PRON istl-1691 113 25 research research NOUN istl-1691 113 26 or or CCONJ istl-1691 113 27 obtaining obtain VERB istl-1691 113 28 internal internal ADJ istl-1691 113 29 university university NOUN istl-1691 113 30 resources resource NOUN istl-1691 113 31 . . PUNCT istl-1691 114 1 students student NOUN istl-1691 114 2 , , PUNCT istl-1691 114 3 on on ADP istl-1691 114 4 the the DET istl-1691 114 5 other other ADJ istl-1691 114 6 hand hand NOUN istl-1691 114 7 , , PUNCT istl-1691 114 8 may may AUX istl-1691 114 9 have have VERB istl-1691 114 10 a a DET istl-1691 114 11 better well ADJ istl-1691 114 12 understanding understanding NOUN istl-1691 114 13 of of ADP istl-1691 114 14 the the DET istl-1691 114 15 gaps gap NOUN istl-1691 114 16 in in ADP istl-1691 114 17 their their PRON istl-1691 114 18 data datum NOUN istl-1691 114 19 training training NOUN istl-1691 114 20 . . PUNCT istl-1691 115 1 the the DET istl-1691 115 2 largest large ADJ istl-1691 115 3 group group NOUN istl-1691 115 4 of of ADP istl-1691 115 5 respondents respondent NOUN istl-1691 115 6 were be AUX istl-1691 115 7 graduate graduate NOUN istl-1691 115 8 students student NOUN istl-1691 115 9 ( ( PUNCT istl-1691 115 10 41 41 NUM istl-1691 115 11 % % NOUN istl-1691 115 12 , , PUNCT istl-1691 115 13 n=45 n=45 NOUN istl-1691 115 14 ) ) PUNCT istl-1691 115 15 , , PUNCT istl-1691 115 16 followed follow VERB istl-1691 115 17 by by ADP istl-1691 115 18 professors professor NOUN istl-1691 115 19 ( ( PUNCT istl-1691 115 20 20 20 NUM istl-1691 115 21 % % NOUN istl-1691 115 22 , , PUNCT istl-1691 115 23 n=22 n=22 PROPN istl-1691 115 24 ) ) PUNCT istl-1691 115 25 , , PUNCT istl-1691 115 26 other other ADJ istl-1691 115 27 ( ( PUNCT istl-1691 115 28 7 7 NUM istl-1691 115 29 % % NOUN istl-1691 115 30 , , PUNCT istl-1691 115 31 n=8 n=8 PROPN istl-1691 115 32 ) ) PUNCT istl-1691 115 33 , , PUNCT istl-1691 115 34 assistant assistant NOUN istl-1691 115 35 professors professor NOUN istl-1691 115 36 ( ( PUNCT istl-1691 115 37 7 7 NUM istl-1691 115 38 % % NOUN istl-1691 115 39 , , PUNCT istl-1691 115 40 n=8 n=8 PROPN istl-1691 115 41 ) ) PUNCT istl-1691 115 42 , , PUNCT istl-1691 115 43 associate associate ADJ istl-1691 115 44 professors professor NOUN istl-1691 115 45 ( ( PUNCT istl-1691 115 46 7 7 NUM istl-1691 115 47 % % NOUN istl-1691 115 48 , , PUNCT istl-1691 115 49 n=8 n=8 PROPN istl-1691 115 50 ) ) PUNCT istl-1691 115 51 , , PUNCT istl-1691 115 52 researchers researcher NOUN istl-1691 115 53 ( ( PUNCT istl-1691 115 54 7 7 NUM istl-1691 115 55 % % NOUN istl-1691 115 56 , , PUNCT istl-1691 115 57 n=7 n=7 PROPN istl-1691 115 58 ) ) PUNCT istl-1691 115 59 , , PUNCT istl-1691 115 60 administrators administrator NOUN istl-1691 115 61 ( ( PUNCT istl-1691 115 62 6 6 NUM istl-1691 115 63 % % NOUN istl-1691 115 64 , , PUNCT istl-1691 115 65 n=6 n=6 PROPN istl-1691 115 66 ) ) PUNCT istl-1691 115 67 , , PUNCT istl-1691 115 68 post post ADJ istl-1691 115 69 - - ADJ istl-1691 115 70 doctoral doctoral ADJ istl-1691 115 71 ( ( PUNCT istl-1691 115 72 4 4 NUM istl-1691 115 73 % % NOUN istl-1691 115 74 , , PUNCT istl-1691 115 75 n=4 n=4 PROPN istl-1691 115 76 ) ) PUNCT istl-1691 115 77 , , PUNCT istl-1691 115 78 and and CCONJ istl-1691 115 79 lab lab NOUN istl-1691 115 80 managers manager NOUN istl-1691 115 81 ( ( PUNCT istl-1691 115 82 3 3 NUM istl-1691 115 83 % % NOUN istl-1691 115 84 , , PUNCT istl-1691 115 85 n=3 n=3 ADV istl-1691 115 86 ) ) PUNCT istl-1691 115 87 . . PUNCT istl-1691 116 1 some some DET istl-1691 116 2 faculty faculty NOUN istl-1691 116 3 have have VERB istl-1691 116 4 appointments appointment NOUN istl-1691 116 5 in in ADP istl-1691 116 6 multiple multiple ADJ istl-1691 116 7 departments department NOUN istl-1691 116 8 , , PUNCT istl-1691 116 9 or or CCONJ istl-1691 116 10 may may AUX istl-1691 116 11 also also ADV istl-1691 116 12 have have VERB istl-1691 116 13 state state NOUN istl-1691 116 14 cooperative cooperative ADJ istl-1691 116 15 extension extension NOUN istl-1691 116 16 responsibilities responsibility NOUN istl-1691 116 17 . . PUNCT istl-1691 117 1 we we PRON istl-1691 117 2 asked ask VERB istl-1691 117 3 respondents respondent NOUN istl-1691 117 4 to to PART istl-1691 117 5 select select VERB istl-1691 117 6 their their PRON istl-1691 117 7 primary primary ADJ istl-1691 117 8 affiliation affiliation NOUN istl-1691 117 9 . . PUNCT istl-1691 118 1 as as SCONJ istl-1691 118 2 reported report VERB istl-1691 118 3 in in ADP istl-1691 118 4 figure figure NOUN istl-1691 118 5 1 1 NUM istl-1691 118 6 , , PUNCT istl-1691 118 7 they they PRON istl-1691 118 8 identified identify VERB istl-1691 118 9 with with ADP istl-1691 118 10 these these DET istl-1691 118 11 departments department NOUN istl-1691 118 12 : : PUNCT istl-1691 118 13 agricultural agricultural ADJ istl-1691 118 14 economics economic NOUN istl-1691 118 15 ( ( PUNCT istl-1691 118 16 15 15 NUM istl-1691 118 17 % % NOUN istl-1691 118 18 , , PUNCT istl-1691 118 19 n=17 n=17 PROPN istl-1691 118 20 ) ) PUNCT istl-1691 118 21 , , PUNCT istl-1691 118 22 agriculture agriculture NOUN istl-1691 118 23 and and CCONJ istl-1691 118 24 biological biological ADJ istl-1691 118 25 engineering engineering NOUN istl-1691 118 26 ( ( PUNCT istl-1691 118 27 13 13 NUM istl-1691 118 28 % % NOUN istl-1691 118 29 , , PUNCT istl-1691 118 30 n=18 n=18 PROPN istl-1691 118 31 ) ) PUNCT istl-1691 118 32 , , PUNCT istl-1691 118 33 forestry forestry NOUN istl-1691 118 34 and and CCONJ istl-1691 118 35 natural natural ADJ istl-1691 118 36 resources resource NOUN istl-1691 118 37 ( ( PUNCT istl-1691 118 38 12 12 NUM istl-1691 118 39 % % NOUN istl-1691 118 40 , , PUNCT istl-1691 118 41 n=13 n=13 PROPN istl-1691 118 42 ) ) PUNCT istl-1691 118 43 , , PUNCT istl-1691 118 44 agronomy agronomy NOUN istl-1691 118 45 ( ( PUNCT istl-1691 118 46 11 11 NUM istl-1691 118 47 % % NOUN istl-1691 118 48 , , PUNCT istl-1691 118 49 n=12 n=12 PROPN istl-1691 118 50 ) ) PUNCT istl-1691 118 51 , , PUNCT istl-1691 118 52 entomology entomology NOUN istl-1691 118 53 ( ( PUNCT istl-1691 118 54 11 11 NUM istl-1691 118 55 % % NOUN istl-1691 118 56 , , PUNCT istl-1691 118 57 n=14 n=14 PROPN istl-1691 118 58 ) ) PUNCT istl-1691 118 59 , , PUNCT istl-1691 118 60 food food NOUN istl-1691 118 61 science science NOUN istl-1691 118 62 ( ( PUNCT istl-1691 118 63 10 10 NUM istl-1691 118 64 % % NOUN istl-1691 118 65 , , PUNCT istl-1691 118 66 n=12 n=12 PROPN istl-1691 118 67 ) ) PUNCT istl-1691 118 68 , , PUNCT istl-1691 118 69 botany botany NOUN istl-1691 118 70 and and CCONJ istl-1691 118 71 plant plant NOUN istl-1691 118 72 pathology pathology NOUN istl-1691 118 73 ( ( PUNCT istl-1691 118 74 8 8 NUM istl-1691 118 75 % % NOUN istl-1691 118 76 , , PUNCT istl-1691 118 77 n=10 n=10 PROPN istl-1691 118 78 ) ) PUNCT istl-1691 118 79 , , PUNCT istl-1691 118 80 biochemistry biochemistry NOUN istl-1691 118 81 ( ( PUNCT istl-1691 118 82 7 7 NUM istl-1691 118 83 % % NOUN istl-1691 118 84 , , PUNCT istl-1691 118 85 n=7 n=7 PROPN istl-1691 118 86 ) ) PUNCT istl-1691 118 87 , , PUNCT istl-1691 118 88 animal animal NOUN istl-1691 118 89 sciences science NOUN istl-1691 118 90 ( ( PUNCT istl-1691 118 91 6 6 NUM istl-1691 118 92 % % NOUN istl-1691 118 93 , , PUNCT istl-1691 118 94 n=6 n=6 PROPN istl-1691 118 95 ) ) PUNCT istl-1691 118 96 , , PUNCT istl-1691 118 97 horticulture horticulture NOUN istl-1691 118 98 and and CCONJ istl-1691 118 99 landscape landscape NOUN istl-1691 118 100 architecture architecture NOUN istl-1691 118 101 ( ( PUNCT istl-1691 118 102 4 4 NUM istl-1691 118 103 % % NOUN istl-1691 118 104 , , PUNCT istl-1691 118 105 n=5 n=5 PROPN istl-1691 118 106 ) ) PUNCT istl-1691 118 107 , , PUNCT istl-1691 118 108 youth youth NOUN istl-1691 118 109 development development NOUN istl-1691 118 110 and and CCONJ istl-1691 118 111 agricultural agricultural ADJ istl-1691 118 112 education education NOUN istl-1691 118 113 ( ( PUNCT istl-1691 118 114 4 4 NUM istl-1691 118 115 % % NOUN istl-1691 118 116 , , PUNCT istl-1691 118 117 n=4 n=4 PROPN istl-1691 118 118 ) ) PUNCT istl-1691 118 119 , , PUNCT istl-1691 118 120 and and CCONJ istl-1691 118 121 agricultural agricultural ADJ istl-1691 118 122 extension extension NOUN istl-1691 118 123 ( ( PUNCT istl-1691 118 124 1 1 NUM istl-1691 118 125 % % NOUN istl-1691 118 126 , , PUNCT istl-1691 118 127 n=1 n=1 PROPN istl-1691 118 128 ) ) PUNCT istl-1691 118 129 . . PUNCT istl-1691 119 1 some some DET istl-1691 119 2 respondents respondent NOUN istl-1691 119 3 chose choose VERB istl-1691 119 4 not not PART istl-1691 119 5 to to PART istl-1691 119 6 report report VERB istl-1691 119 7 their their PRON istl-1691 119 8 affiliation affiliation NOUN istl-1691 119 9 . . PUNCT istl-1691 120 1 figure figure NOUN istl-1691 120 2 1 1 NUM istl-1691 120 3 : : PUNCT istl-1691 120 4 breakdown breakdown NOUN istl-1691 120 5 of of ADP istl-1691 120 6 faculty faculty NOUN istl-1691 120 7 and and CCONJ istl-1691 120 8 graduate graduate NOUN istl-1691 120 9 student student NOUN istl-1691 120 10 respondents respondent NOUN istl-1691 120 11 by by ADP istl-1691 120 12 department department NOUN istl-1691 120 13 . . PUNCT istl-1691 121 1 the the DET istl-1691 121 2 categories category NOUN istl-1691 121 3 of of ADP istl-1691 121 4 administrator administrator NOUN istl-1691 121 5 , , PUNCT istl-1691 121 6 professor professor NOUN istl-1691 121 7 , , PUNCT istl-1691 121 8 associate associate NOUN istl-1691 121 9 , , PUNCT istl-1691 121 10 assistant assistant NOUN istl-1691 121 11 professor professor NOUN istl-1691 121 12 , , PUNCT istl-1691 121 13 researcher researcher NOUN istl-1691 121 14 , , PUNCT istl-1691 121 15 post post ADJ istl-1691 121 16 - - ADJ istl-1691 121 17 doctoral doctoral ADJ istl-1691 121 18 researcher researcher NOUN istl-1691 121 19 , , PUNCT istl-1691 121 20 and and CCONJ istl-1691 121 21 lab lab NOUN istl-1691 121 22 manager manager NOUN istl-1691 121 23 were be AUX istl-1691 121 24 aggregated aggregate VERB istl-1691 121 25 into into ADP istl-1691 121 26 faculty faculty NOUN istl-1691 121 27 and and CCONJ istl-1691 121 28 staff staff NOUN istl-1691 121 29 for for ADP istl-1691 121 30 this this DET istl-1691 121 31 figure figure NOUN istl-1691 121 32 . . PUNCT istl-1691 122 1 the the DET istl-1691 122 2 categories category NOUN istl-1691 122 3 of of ADP istl-1691 122 4 graduate graduate NOUN istl-1691 122 5 student student NOUN istl-1691 122 6 and and CCONJ istl-1691 122 7 other other ADJ istl-1691 122 8 are be AUX istl-1691 122 9 not not PART istl-1691 122 10 aggregated aggregated ADJ istl-1691 122 11 . . PUNCT istl-1691 123 1 data datum NOUN istl-1691 123 2 sources source NOUN istl-1691 123 3 : : PUNCT istl-1691 123 4 an an DET istl-1691 123 5 understanding understanding NOUN istl-1691 123 6 of of ADP istl-1691 123 7 the the DET istl-1691 123 8 respondents respondent NOUN istl-1691 123 9 ' ' PART istl-1691 123 10 data datum NOUN istl-1691 123 11 and and CCONJ istl-1691 123 12 funding funding NOUN istl-1691 123 13 sources source NOUN istl-1691 123 14 provides provide VERB istl-1691 123 15 the the DET istl-1691 123 16 context context NOUN istl-1691 123 17 for for ADP istl-1691 123 18 the the DET istl-1691 123 19 following follow VERB istl-1691 123 20 discussion discussion NOUN istl-1691 123 21 of of ADP istl-1691 123 22 data data NOUN istl-1691 123 23 sizes size NOUN istl-1691 123 24 , , PUNCT istl-1691 123 25 storage storage NOUN istl-1691 123 26 devices device NOUN istl-1691 123 27 , , PUNCT istl-1691 123 28 retention retention NOUN istl-1691 123 29 , , PUNCT istl-1691 123 30 and and CCONJ istl-1691 123 31 tools tool NOUN istl-1691 123 32 used use VERB istl-1691 123 33 to to PART istl-1691 123 34 analyze analyze VERB istl-1691 123 35 the the DET istl-1691 123 36 data data NOUN istl-1691 123 37 . . PUNCT istl-1691 124 1 sixty sixty NUM istl-1691 124 2 - - PUNCT istl-1691 124 3 three three NUM istl-1691 124 4 respondents respondent NOUN istl-1691 124 5 indicated indicate VERB istl-1691 124 6 that that SCONJ istl-1691 124 7 they they PRON istl-1691 124 8 collect collect VERB istl-1691 124 9 or or CCONJ istl-1691 124 10 use use VERB istl-1691 124 11 field field NOUN istl-1691 124 12 data datum NOUN istl-1691 124 13 ; ; PUNCT istl-1691 124 14 41 41 NUM istl-1691 124 15 use use NOUN istl-1691 124 16 or or CCONJ istl-1691 124 17 collect collect VERB istl-1691 124 18 sequencing sequence VERB istl-1691 124 19 data datum NOUN istl-1691 124 20 ; ; PUNCT istl-1691 124 21 imaging imaging NOUN istl-1691 124 22 and and CCONJ istl-1691 124 23 instrumental instrumental ADJ istl-1691 124 24 data datum NOUN istl-1691 124 25 such such ADJ istl-1691 124 26 as as ADP istl-1691 124 27 mass mass ADJ istl-1691 124 28 spectrometers spectrometer NOUN istl-1691 124 29 and and CCONJ istl-1691 124 30 tomographic tomographic ADJ istl-1691 124 31 instruments instrument NOUN istl-1691 124 32 rank rank VERB istl-1691 124 33 next next ADV istl-1691 124 34 at at ADP istl-1691 124 35 32 32 NUM istl-1691 124 36 and and CCONJ istl-1691 124 37 31 31 NUM istl-1691 124 38 respondents respondent NOUN istl-1691 124 39 respectively respectively ADV istl-1691 124 40 ( ( PUNCT istl-1691 124 41 counts count NOUN istl-1691 124 42 are be AUX istl-1691 124 43 reported report VERB istl-1691 124 44 here here ADV istl-1691 124 45 because because SCONJ istl-1691 124 46 respondents respondent NOUN istl-1691 124 47 could could AUX istl-1691 124 48 choose choose VERB istl-1691 124 49 multiple multiple ADJ istl-1691 124 50 options option NOUN istl-1691 124 51 ) ) PUNCT istl-1691 124 52 . . PUNCT istl-1691 125 1 funding funding NOUN istl-1691 125 2 agencies agency NOUN istl-1691 125 3 : : PUNCT istl-1691 125 4 twenty twenty NUM istl-1691 125 5 - - PUNCT istl-1691 125 6 two two NUM istl-1691 125 7 percent percent NOUN istl-1691 125 8 of of ADP istl-1691 125 9 respondents respondent NOUN istl-1691 125 10 indicated indicate VERB istl-1691 125 11 that that SCONJ istl-1691 125 12 their their PRON istl-1691 125 13 data datum NOUN istl-1691 125 14 was be AUX istl-1691 125 15 proprietary proprietary ADJ istl-1691 125 16 . . PUNCT istl-1691 126 1 respondents respondent NOUN istl-1691 126 2 could could AUX istl-1691 126 3 define define VERB istl-1691 126 4 " " PUNCT istl-1691 126 5 proprietary proprietary ADJ istl-1691 126 6 " " PUNCT istl-1691 126 7 for for ADP istl-1691 126 8 their their PRON istl-1691 126 9 own own ADJ istl-1691 126 10 research research NOUN istl-1691 126 11 as as SCONJ istl-1691 126 12 researchers researcher NOUN istl-1691 126 13 obtain obtain VERB istl-1691 126 14 funding funding NOUN istl-1691 126 15 from from ADP istl-1691 126 16 a a DET istl-1691 126 17 broad broad ADJ istl-1691 126 18 range range NOUN istl-1691 126 19 of of ADP istl-1691 126 20 organizations organization NOUN istl-1691 126 21 , , PUNCT istl-1691 126 22 including include VERB istl-1691 126 23 industry industry NOUN istl-1691 126 24 and and CCONJ istl-1691 126 25 private private ADJ istl-1691 126 26 foundations foundation NOUN istl-1691 126 27 . . PUNCT istl-1691 127 1 funding funding NOUN istl-1691 127 2 sources source NOUN istl-1691 127 3 included include VERB istl-1691 127 4 the the DET istl-1691 127 5 federal federal ADJ istl-1691 127 6 government government NOUN istl-1691 127 7 ( ( PUNCT istl-1691 127 8 42 42 NUM istl-1691 127 9 % % NOUN istl-1691 127 10 ) ) PUNCT istl-1691 127 11 followed follow VERB istl-1691 127 12 by by ADP istl-1691 127 13 purdue purdue PROPN istl-1691 127 14 university university PROPN istl-1691 127 15 ( ( PUNCT istl-1691 127 16 26 26 NUM istl-1691 127 17 % % NOUN istl-1691 127 18 ) ) PUNCT istl-1691 127 19 . . PUNCT istl-1691 128 1 only only ADV istl-1691 128 2 31 31 NUM istl-1691 128 3 % % NOUN istl-1691 128 4 indicated indicate VERB istl-1691 128 5 that that SCONJ istl-1691 128 6 the the DET istl-1691 128 7 primary primary ADJ istl-1691 128 8 funding funding NOUN istl-1691 128 9 agency agency NOUN istl-1691 128 10 required require VERB istl-1691 128 11 a a DET istl-1691 128 12 data data NOUN istl-1691 128 13 management management NOUN istl-1691 128 14 plan plan NOUN istl-1691 128 15 ( ( PUNCT istl-1691 128 16 dmp dmp PROPN istl-1691 128 17 ) ) PUNCT istl-1691 128 18 . . PUNCT istl-1691 129 1 following follow VERB istl-1691 129 2 the the DET istl-1691 129 3 ostp ostp ADJ istl-1691 129 4 memo memo NOUN istl-1691 129 5 , , PUNCT istl-1691 129 6 16 16 NUM istl-1691 129 7 federal federal ADJ istl-1691 129 8 departments department NOUN istl-1691 129 9 and and CCONJ istl-1691 129 10 agencies agency NOUN istl-1691 129 11 have have AUX istl-1691 129 12 issued issue VERB istl-1691 129 13 public public ADJ istl-1691 129 14 access access NOUN istl-1691 129 15 plans plan NOUN istl-1691 129 16 covering cover VERB istl-1691 129 17 publications publication NOUN istl-1691 129 18 and and CCONJ istl-1691 129 19 digital digital ADJ istl-1691 129 20 data datum NOUN istl-1691 129 21 . . PUNCT istl-1691 130 1 in in ADP istl-1691 130 2 this this DET istl-1691 130 3 context context NOUN istl-1691 130 4 , , PUNCT istl-1691 130 5 we we PRON istl-1691 130 6 note note VERB istl-1691 130 7 a a DET istl-1691 130 8 perceived perceive VERB istl-1691 130 9 discrepancy discrepancy NOUN istl-1691 130 10 between between ADP istl-1691 130 11 the the DET istl-1691 130 12 number number NOUN istl-1691 130 13 of of ADP istl-1691 130 14 respondents respondent NOUN istl-1691 130 15 indicating indicate VERB istl-1691 130 16 the the DET istl-1691 130 17 federal federal ADJ istl-1691 130 18 government government NOUN istl-1691 130 19 as as ADP istl-1691 130 20 their their PRON istl-1691 130 21 primary primary ADJ istl-1691 130 22 funding funding NOUN istl-1691 130 23 source source NOUN istl-1691 130 24 , , PUNCT istl-1691 130 25 and and CCONJ istl-1691 130 26 the the DET istl-1691 130 27 number number NOUN istl-1691 130 28 indicating indicate VERB istl-1691 130 29 that that SCONJ istl-1691 130 30 their their PRON istl-1691 130 31 primary primary ADJ istl-1691 130 32 funding funding NOUN istl-1691 130 33 agency agency NOUN istl-1691 130 34 has have VERB istl-1691 130 35 dmp dmp NOUN istl-1691 130 36 requirements requirement NOUN istl-1691 130 37 . . PUNCT istl-1691 131 1 further further ADJ istl-1691 131 2 investigation investigation NOUN istl-1691 131 3 of of ADP istl-1691 131 4 this this DET istl-1691 131 5 issue issue NOUN istl-1691 131 6 is be AUX istl-1691 131 7 needed need VERB istl-1691 131 8 to to PART istl-1691 131 9 determine determine VERB istl-1691 131 10 if if SCONJ istl-1691 131 11 this this PRON istl-1691 131 12 is be AUX istl-1691 131 13 the the DET istl-1691 131 14 result result NOUN istl-1691 131 15 of of ADP istl-1691 131 16 oversight oversight NOUN istl-1691 131 17 , , PUNCT istl-1691 131 18 lack lack NOUN istl-1691 131 19 of of ADP istl-1691 131 20 awareness awareness NOUN istl-1691 131 21 on on ADP istl-1691 131 22 the the DET istl-1691 131 23 part part NOUN istl-1691 131 24 of of ADP istl-1691 131 25 the the DET istl-1691 131 26 respondent respondent NOUN istl-1691 131 27 , , PUNCT istl-1691 131 28 non non ADJ istl-1691 131 29 - - ADJ istl-1691 131 30 finalized finalized ADJ istl-1691 131 31 requirements requirement NOUN istl-1691 131 32 from from ADP istl-1691 131 33 their their PRON istl-1691 131 34 funding funding NOUN istl-1691 131 35 agency agency NOUN istl-1691 131 36 , , PUNCT istl-1691 131 37 or or CCONJ istl-1691 131 38 something something PRON istl-1691 131 39 else else ADV istl-1691 131 40 , , PUNCT istl-1691 131 41 and and CCONJ istl-1691 131 42 develop develop VERB istl-1691 131 43 a a DET istl-1691 131 44 communication communication NOUN istl-1691 131 45 strategy strategy NOUN istl-1691 131 46 about about ADP istl-1691 131 47 dmp dmp NOUN istl-1691 131 48 requirements requirement NOUN istl-1691 131 49 for for ADP istl-1691 131 50 the the DET istl-1691 131 51 college college NOUN istl-1691 131 52 of of ADP istl-1691 131 53 agriculture agriculture NOUN istl-1691 131 54 . . PUNCT istl-1691 132 1 storage storage NOUN istl-1691 132 2 and and CCONJ istl-1691 132 3 data datum NOUN istl-1691 132 4 sizes size NOUN istl-1691 132 5 : : PUNCT istl-1691 132 6 we we PRON istl-1691 132 7 analyzed analyze VERB istl-1691 132 8 the the DET istl-1691 132 9 number number NOUN istl-1691 132 10 of of ADP istl-1691 132 11 responses response NOUN istl-1691 132 12 focused focus VERB istl-1691 132 13 on on ADP istl-1691 132 14 the the DET istl-1691 132 15 total total ADJ istl-1691 132 16 amount amount NOUN istl-1691 132 17 of of ADP istl-1691 132 18 data datum NOUN istl-1691 132 19 held hold VERB istl-1691 132 20 by by ADP istl-1691 132 21 respondents respondent NOUN istl-1691 132 22 . . PUNCT istl-1691 133 1 respondents respondent NOUN istl-1691 133 2 were be AUX istl-1691 133 3 asked ask VERB istl-1691 133 4 to to PART istl-1691 133 5 choose choose VERB istl-1691 133 6 only only ADV istl-1691 133 7 one one NUM istl-1691 133 8 answer answer NOUN istl-1691 133 9 ; ; PUNCT istl-1691 133 10 segmented segment VERB istl-1691 133 11 responses response NOUN istl-1691 133 12 are be AUX istl-1691 133 13 as as SCONJ istl-1691 133 14 follows follow VERB istl-1691 133 15 : : PUNCT istl-1691 133 16 under under ADP istl-1691 133 17 1 1 NUM istl-1691 133 18 gb gb NOUN istl-1691 133 19 , , PUNCT istl-1691 133 20 over over ADP istl-1691 133 21 1 1 NUM istl-1691 133 22 gb gb NOUN istl-1691 133 23 and and CCONJ istl-1691 133 24 under under ADP istl-1691 133 25 1 1 NUM istl-1691 133 26 tb tb NOUN istl-1691 133 27 , , PUNCT istl-1691 133 28 and and CCONJ istl-1691 133 29 over over ADP istl-1691 133 30 1 1 NUM istl-1691 133 31 tb tb PROPN istl-1691 133 32 . . PUNCT istl-1691 134 1 results result NOUN istl-1691 134 2 are be AUX istl-1691 134 3 shown show VERB istl-1691 134 4 in in ADP istl-1691 134 5 figure figure NOUN istl-1691 134 6 2 2 NUM istl-1691 134 7 . . X istl-1691 134 8 figure figure NOUN istl-1691 134 9 2 2 NUM istl-1691 134 10 : : PUNCT istl-1691 134 11 faculty faculty NOUN istl-1691 134 12 , , PUNCT istl-1691 134 13 staff staff NOUN istl-1691 134 14 , , PUNCT istl-1691 134 15 and and CCONJ istl-1691 134 16 graduate graduate ADJ istl-1691 134 17 students student NOUN istl-1691 134 18 distribution distribution VERB istl-1691 134 19 with with ADP istl-1691 134 20 regard regard NOUN istl-1691 134 21 to to ADP istl-1691 134 22 the the DET istl-1691 134 23 total total ADJ istl-1691 134 24 size size NOUN istl-1691 134 25 of of ADP istl-1691 134 26 data datum NOUN istl-1691 134 27 they they PRON istl-1691 134 28 hold hold VERB istl-1691 134 29 . . PUNCT istl-1691 135 1 the the DET istl-1691 135 2 categories category NOUN istl-1691 135 3 of of ADP istl-1691 135 4 administrator administrator NOUN istl-1691 135 5 , , PUNCT istl-1691 135 6 professor professor NOUN istl-1691 135 7 , , PUNCT istl-1691 135 8 associate associate NOUN istl-1691 135 9 , , PUNCT istl-1691 135 10 assistant assistant NOUN istl-1691 135 11 professor professor NOUN istl-1691 135 12 , , PUNCT istl-1691 135 13 researcher researcher NOUN istl-1691 135 14 , , PUNCT istl-1691 135 15 post post ADJ istl-1691 135 16 - - ADJ istl-1691 135 17 doctoral doctoral ADJ istl-1691 135 18 researcher researcher NOUN istl-1691 135 19 , , PUNCT istl-1691 135 20 and and CCONJ istl-1691 135 21 lab lab NOUN istl-1691 135 22 manager manager NOUN istl-1691 135 23 were be AUX istl-1691 135 24 aggregated aggregate VERB istl-1691 135 25 into into ADP istl-1691 135 26 faculty faculty NOUN istl-1691 135 27 and and CCONJ istl-1691 135 28 staff staff NOUN istl-1691 135 29 for for ADP istl-1691 135 30 this this DET istl-1691 135 31 figure figure NOUN istl-1691 135 32 . . PUNCT istl-1691 136 1 this this DET istl-1691 136 2 figure figure NOUN istl-1691 136 3 accounted account VERB istl-1691 136 4 for for ADP istl-1691 136 5 the the DET istl-1691 136 6 total total ADJ istl-1691 136 7 amount amount NOUN istl-1691 136 8 of of ADP istl-1691 136 9 participants participant NOUN istl-1691 136 10 responding respond VERB istl-1691 136 11 to to ADP istl-1691 136 12 the the DET istl-1691 136 13 question question NOUN istl-1691 136 14 . . PUNCT istl-1691 137 1 participants participant NOUN istl-1691 137 2 were be AUX istl-1691 137 3 asked ask VERB istl-1691 137 4 to to PART istl-1691 137 5 choose choose VERB istl-1691 137 6 one one NUM istl-1691 137 7 option option NOUN istl-1691 137 8 . . PUNCT istl-1691 138 1 data datum NOUN istl-1691 138 2 in in ADP istl-1691 138 3 figure figure NOUN istl-1691 138 4 2 2 NUM istl-1691 138 5 show show VERB istl-1691 138 6 that that SCONJ istl-1691 138 7 faculty faculty NOUN istl-1691 138 8 and and CCONJ istl-1691 138 9 staff staff NOUN istl-1691 138 10 have have VERB istl-1691 138 11 more more ADJ istl-1691 138 12 data datum NOUN istl-1691 138 13 than than ADP istl-1691 138 14 graduate graduate NOUN istl-1691 138 15 students student NOUN istl-1691 138 16 . . PUNCT istl-1691 139 1 fisher fisher PROPN istl-1691 139 2 's 's PART istl-1691 139 3 exact exact ADJ istl-1691 139 4 test test NOUN istl-1691 139 5 shows show VERB istl-1691 139 6 that that SCONJ istl-1691 139 7 there there PRON istl-1691 139 8 is be VERB istl-1691 139 9 a a DET istl-1691 139 10 significant significant ADJ istl-1691 139 11 difference difference NOUN istl-1691 139 12 between between ADP istl-1691 139 13 the the DET istl-1691 139 14 two two NUM istl-1691 139 15 categories category NOUN istl-1691 139 16 ( ( PUNCT istl-1691 139 17 p p NOUN istl-1691 139 18 = = X istl-1691 139 19 2.084e-05 2.084e-05 NUM istl-1691 139 20 ) ) PUNCT istl-1691 139 21 with with ADP istl-1691 139 22 regard regard NOUN istl-1691 139 23 to to ADP istl-1691 139 24 the the DET istl-1691 139 25 amount amount NOUN istl-1691 139 26 of of ADP istl-1691 139 27 data datum NOUN istl-1691 139 28 being be AUX istl-1691 139 29 held hold VERB istl-1691 139 30 , , PUNCT istl-1691 139 31 indicating indicate VERB istl-1691 139 32 a a DET istl-1691 139 33 likely likely ADJ istl-1691 139 34 relationship relationship NOUN istl-1691 139 35 between between ADP istl-1691 139 36 the the DET istl-1691 139 37 amount amount NOUN istl-1691 139 38 of of ADP istl-1691 139 39 data datum NOUN istl-1691 139 40 being be AUX istl-1691 139 41 held hold VERB istl-1691 139 42 and and CCONJ istl-1691 139 43 the the DET istl-1691 139 44 position position NOUN istl-1691 139 45 of of ADP istl-1691 139 46 the the DET istl-1691 139 47 respondent respondent NOUN istl-1691 139 48 . . PUNCT istl-1691 140 1 when when SCONJ istl-1691 140 2 asked ask VERB istl-1691 140 3 how how SCONJ istl-1691 140 4 long long ADV istl-1691 140 5 they they PRON istl-1691 140 6 wanted want VERB istl-1691 140 7 to to PART istl-1691 140 8 retain retain VERB istl-1691 140 9 their their PRON istl-1691 140 10 data datum NOUN istl-1691 140 11 , , PUNCT istl-1691 140 12 a a DET istl-1691 140 13 majority majority NOUN istl-1691 140 14 of of ADP istl-1691 140 15 participants participant NOUN istl-1691 140 16 ( ( PUNCT istl-1691 140 17 75 75 NUM istl-1691 140 18 % % NOUN istl-1691 140 19 ) ) PUNCT istl-1691 140 20 said say VERB istl-1691 140 21 that that SCONJ istl-1691 140 22 they they PRON istl-1691 140 23 wanted want VERB istl-1691 140 24 to to PART istl-1691 140 25 retain retain VERB istl-1691 140 26 their their PRON istl-1691 140 27 data datum NOUN istl-1691 140 28 permanently permanently ADV istl-1691 140 29 . . PUNCT istl-1691 141 1 only only ADV istl-1691 141 2 12 12 NUM istl-1691 141 3 % % NOUN istl-1691 141 4 wanted want VERB istl-1691 141 5 to to PART istl-1691 141 6 retain retain VERB istl-1691 141 7 their their PRON istl-1691 141 8 data datum NOUN istl-1691 141 9 for for ADP istl-1691 141 10 the the DET istl-1691 141 11 duration duration NOUN istl-1691 141 12 of of ADP istl-1691 141 13 the the DET istl-1691 141 14 project project NOUN istl-1691 141 15 , , PUNCT istl-1691 141 16 and and CCONJ istl-1691 141 17 13 13 NUM istl-1691 141 18 % % NOUN istl-1691 141 19 for for ADP istl-1691 141 20 another another DET istl-1691 141 21 duration duration NOUN istl-1691 141 22 ( ( PUNCT istl-1691 141 23 1 1 NUM istl-1691 141 24 - - SYM istl-1691 141 25 7 7 NUM istl-1691 141 26 years year NOUN istl-1691 141 27 ) ) PUNCT istl-1691 141 28 . . PUNCT istl-1691 142 1 in in ADP istl-1691 142 2 addition addition NOUN istl-1691 142 3 , , PUNCT istl-1691 142 4 respondents respondent NOUN istl-1691 142 5 indicated indicate VERB istl-1691 142 6 that that SCONJ istl-1691 142 7 they they PRON istl-1691 142 8 currently currently ADV istl-1691 142 9 store store VERB istl-1691 142 10 at at ADP istl-1691 142 11 least least ADJ istl-1691 142 12 some some PRON istl-1691 142 13 data datum NOUN istl-1691 142 14 using use VERB istl-1691 142 15 the the DET istl-1691 142 16 following follow VERB istl-1691 142 17 storage storage NOUN istl-1691 142 18 options option NOUN istl-1691 142 19 : : PUNCT istl-1691 142 20 73 73 NUM istl-1691 142 21 % % NOUN istl-1691 142 22 use use VERB istl-1691 142 23 their their PRON istl-1691 142 24 local local ADJ istl-1691 142 25 computer computer NOUN istl-1691 142 26 , , PUNCT istl-1691 142 27 65 65 NUM istl-1691 142 28 % % NOUN istl-1691 142 29 use use VERB istl-1691 142 30 an an DET istl-1691 142 31 external external ADJ istl-1691 142 32 hard hard ADJ istl-1691 142 33 drive drive NOUN istl-1691 142 34 ; ; PUNCT istl-1691 142 35 62 62 NUM istl-1691 142 36 % % NOUN istl-1691 142 37 use use VERB istl-1691 142 38 dropbox dropbox NOUN istl-1691 142 39 or or CCONJ istl-1691 142 40 google google PROPN istl-1691 142 41 drive drive PROPN istl-1691 142 42 , , PUNCT istl-1691 142 43 and and CCONJ istl-1691 142 44 29 29 NUM istl-1691 142 45 % % NOUN istl-1691 142 46 the the DET istl-1691 142 47 institutional institutional ADJ istl-1691 142 48 repository repository NOUN istl-1691 142 49 . . PUNCT istl-1691 143 1 tools tool NOUN istl-1691 143 2 researchers researcher NOUN istl-1691 143 3 used use VERB istl-1691 143 4 a a DET istl-1691 143 5 combination combination NOUN istl-1691 143 6 of of ADP istl-1691 143 7 data data NOUN istl-1691 143 8 analysis analysis NOUN istl-1691 143 9 tools tool NOUN istl-1691 143 10 which which PRON istl-1691 143 11 included include VERB istl-1691 143 12 open open ADJ istl-1691 143 13 source source NOUN istl-1691 143 14 software software NOUN istl-1691 143 15 , , PUNCT istl-1691 143 16 commercial commercial ADJ istl-1691 143 17 software software NOUN istl-1691 143 18 , , PUNCT istl-1691 143 19 and and CCONJ istl-1691 143 20 software software NOUN istl-1691 143 21 developed develop VERB istl-1691 143 22 in in ADP istl-1691 143 23 - - PUNCT istl-1691 143 24 house house NOUN istl-1691 143 25 . . PUNCT istl-1691 144 1 figure figure NOUN istl-1691 144 2 3 3 NUM istl-1691 144 3 shows show VERB istl-1691 144 4 the the DET istl-1691 144 5 number number NOUN istl-1691 144 6 of of ADP istl-1691 144 7 respondents respondent NOUN istl-1691 144 8 indicating indicate VERB istl-1691 144 9 their their PRON istl-1691 144 10 use use NOUN istl-1691 144 11 of of ADP istl-1691 144 12 software software NOUN istl-1691 144 13 tools tool NOUN istl-1691 144 14 . . PUNCT istl-1691 145 1 results result NOUN istl-1691 145 2 show show VERB istl-1691 145 3 that that SCONJ istl-1691 145 4 in in ADP istl-1691 145 5 the the DET istl-1691 145 6 college college NOUN istl-1691 145 7 microsoft microsoft PROPN istl-1691 145 8 excel excel PROPN istl-1691 145 9 is be AUX istl-1691 145 10 still still ADV istl-1691 145 11 the the DET istl-1691 145 12 analytical analytical ADJ istl-1691 145 13 tool tool NOUN istl-1691 145 14 of of ADP istl-1691 145 15 choice choice NOUN istl-1691 145 16 , , PUNCT istl-1691 145 17 with with ADP istl-1691 145 18 93 93 NUM istl-1691 145 19 % % NOUN istl-1691 145 20 of of ADP istl-1691 145 21 respondents respondent NOUN istl-1691 145 22 indicating indicate VERB istl-1691 145 23 its its PRON istl-1691 145 24 use use NOUN istl-1691 145 25 . . PUNCT istl-1691 146 1 this this PRON istl-1691 146 2 is be AUX istl-1691 146 3 followed follow VERB istl-1691 146 4 by by ADP istl-1691 146 5 r r NOUN istl-1691 146 6 ( ( PUNCT istl-1691 146 7 the the DET istl-1691 146 8 statistical statistical ADJ istl-1691 146 9 software software NOUN istl-1691 146 10 ) ) PUNCT istl-1691 146 11 and and CCONJ istl-1691 146 12 sas sas PROPN istl-1691 146 13 ( ( PUNCT istl-1691 146 14 43 43 NUM istl-1691 146 15 % % NOUN istl-1691 146 16 each each PRON istl-1691 146 17 ) ) PUNCT istl-1691 146 18 , , PUNCT istl-1691 146 19 spss spss PROPN istl-1691 146 20 ( ( PUNCT istl-1691 146 21 12 12 NUM istl-1691 146 22 % % NOUN istl-1691 146 23 ) ) PUNCT istl-1691 146 24 and and CCONJ istl-1691 146 25 other other ADJ istl-1691 146 26 statistical statistical ADJ istl-1691 146 27 software software NOUN istl-1691 146 28 including include VERB istl-1691 146 29 stata stata NOUN istl-1691 146 30 , , PUNCT istl-1691 146 31 and and CCONJ istl-1691 146 32 jmp jmp NOUN istl-1691 146 33 ( ( PUNCT istl-1691 146 34 16 16 NUM istl-1691 146 35 % % NOUN istl-1691 146 36 ) ) PUNCT istl-1691 146 37 . . PUNCT istl-1691 147 1 figure figure VERB istl-1691 147 2 3 3 NUM istl-1691 147 3 : : PUNCT istl-1691 147 4 number number NOUN istl-1691 147 5 of of ADP istl-1691 147 6 respondents respondent NOUN istl-1691 147 7 who who PRON istl-1691 147 8 indicated indicate VERB istl-1691 147 9 that that SCONJ istl-1691 147 10 they they PRON istl-1691 147 11 use use VERB istl-1691 147 12 an an DET istl-1691 147 13 analytical analytical ADJ istl-1691 147 14 tool tool NOUN istl-1691 147 15 . . PUNCT istl-1691 148 1 respondents respondent NOUN istl-1691 148 2 had have VERB istl-1691 148 3 the the DET istl-1691 148 4 ability ability NOUN istl-1691 148 5 to to PART istl-1691 148 6 choose choose VERB istl-1691 148 7 more more ADJ istl-1691 148 8 than than ADP istl-1691 148 9 one one NUM istl-1691 148 10 answer answer NOUN istl-1691 148 11 . . PUNCT istl-1691 149 1 we we PRON istl-1691 149 2 examined examine VERB istl-1691 149 3 the the DET istl-1691 149 4 use use NOUN istl-1691 149 5 of of ADP istl-1691 149 6 software software NOUN istl-1691 149 7 tools tool NOUN istl-1691 149 8 by by ADP istl-1691 149 9 the the DET istl-1691 149 10 survey survey NOUN istl-1691 149 11 respondents respondent NOUN istl-1691 149 12 to to PART istl-1691 149 13 understand understand VERB istl-1691 149 14 whether whether SCONJ istl-1691 149 15 their their PRON istl-1691 149 16 estimated estimate VERB istl-1691 149 17 data data NOUN istl-1691 149 18 sizes size NOUN istl-1691 149 19 had have VERB istl-1691 149 20 an an DET istl-1691 149 21 impact impact NOUN istl-1691 149 22 upon upon SCONJ istl-1691 149 23 their their PRON istl-1691 149 24 choice choice NOUN istl-1691 149 25 of of ADP istl-1691 149 26 tools tool NOUN istl-1691 149 27 . . PUNCT istl-1691 150 1 the the DET istl-1691 150 2 total total ADJ istl-1691 150 3 number number NOUN istl-1691 150 4 of of ADP istl-1691 150 5 respondents respondent NOUN istl-1691 150 6 was be AUX istl-1691 150 7 retained retain VERB istl-1691 150 8 for for ADP istl-1691 150 9 this this DET istl-1691 150 10 analysis analysis NOUN istl-1691 150 11 , , PUNCT istl-1691 150 12 regardless regardless ADV istl-1691 150 13 of of ADP istl-1691 150 14 their their PRON istl-1691 150 15 position position NOUN istl-1691 150 16 within within ADP istl-1691 150 17 the the DET istl-1691 150 18 university university NOUN istl-1691 150 19 ( ( PUNCT istl-1691 150 20 faculty faculty NOUN istl-1691 150 21 , , PUNCT istl-1691 150 22 staff staff NOUN istl-1691 150 23 , , PUNCT istl-1691 150 24 and and CCONJ istl-1691 150 25 graduate graduate NOUN istl-1691 150 26 students student NOUN istl-1691 150 27 ) ) PUNCT istl-1691 150 28 . . PUNCT istl-1691 151 1 we we PRON istl-1691 151 2 kept keep VERB istl-1691 151 3 the the DET istl-1691 151 4 same same ADJ istl-1691 151 5 categories category NOUN istl-1691 151 6 for for ADP istl-1691 151 7 size size NOUN istl-1691 151 8 as as ADP istl-1691 151 9 in in ADP istl-1691 151 10 figure figure NOUN istl-1691 151 11 2 2 NUM istl-1691 151 12 ( ( PUNCT istl-1691 151 13 under under ADP istl-1691 151 14 i i PRON istl-1691 151 15 gb gb VERB istl-1691 151 16 , , PUNCT istl-1691 151 17 between between ADP istl-1691 151 18 1 1 NUM istl-1691 151 19 gb gb NOUN istl-1691 151 20 and and CCONJ istl-1691 151 21 1 1 NUM istl-1691 151 22 tb tb NOUN istl-1691 151 23 , , PUNCT istl-1691 151 24 and and CCONJ istl-1691 151 25 over over ADP istl-1691 151 26 1 1 NUM istl-1691 151 27 tb tb NOUN istl-1691 151 28 ) ) PUNCT istl-1691 151 29 . . PUNCT istl-1691 152 1 the the DET istl-1691 152 2 analysis analysis NOUN istl-1691 152 3 showed show VERB istl-1691 152 4 that that SCONJ istl-1691 152 5 the the DET istl-1691 152 6 choice choice NOUN istl-1691 152 7 of of ADP istl-1691 152 8 r r NOUN istl-1691 152 9 as as ADP istl-1691 152 10 an an DET istl-1691 152 11 analytical analytical ADJ istl-1691 152 12 tool tool NOUN istl-1691 152 13 is be AUX istl-1691 152 14 associated associate VERB istl-1691 152 15 with with ADP istl-1691 152 16 the the DET istl-1691 152 17 size size NOUN istl-1691 152 18 of of ADP istl-1691 152 19 datasets dataset NOUN istl-1691 152 20 ( ( PUNCT istl-1691 152 21 chi chi ADJ istl-1691 152 22 - - PUNCT istl-1691 152 23 square square ADJ istl-1691 152 24 = = PROPN istl-1691 152 25 7.5 7.5 NUM istl-1691 152 26 , , PUNCT istl-1691 152 27 p p NOUN istl-1691 152 28 value value NOUN istl-1691 152 29 of of ADP istl-1691 152 30 0.023 0.023 NUM istl-1691 152 31 ) ) PUNCT istl-1691 152 32 . . PUNCT istl-1691 153 1 equally equally ADV istl-1691 153 2 , , PUNCT istl-1691 153 3 the the DET istl-1691 153 4 use use NOUN istl-1691 153 5 of of ADP istl-1691 153 6 sequencer sequencer NOUN istl-1691 153 7 software software NOUN istl-1691 153 8 is be AUX istl-1691 153 9 also also ADV istl-1691 153 10 related relate VERB istl-1691 153 11 to to ADP istl-1691 153 12 large large ADJ istl-1691 153 13 data datum NOUN istl-1691 153 14 sizes size NOUN istl-1691 153 15 ( ( PUNCT istl-1691 153 16 chi chi ADJ istl-1691 153 17 - - PUNCT istl-1691 153 18 square square ADJ istl-1691 153 19 = = PROPN istl-1691 153 20 20.8 20.8 NUM istl-1691 153 21 , , PUNCT istl-1691 153 22 p p NOUN istl-1691 153 23 value value NOUN istl-1691 153 24 inferior inferior ADJ istl-1691 153 25 to to ADP istl-1691 153 26 0.000 0.000 NUM istl-1691 153 27 ) ) PUNCT istl-1691 153 28 . . PUNCT istl-1691 154 1 however however ADV istl-1691 154 2 , , PUNCT istl-1691 154 3 the the DET istl-1691 154 4 data datum NOUN istl-1691 154 5 showed show VERB istl-1691 154 6 that that SCONJ istl-1691 154 7 there there PRON istl-1691 154 8 is be VERB istl-1691 154 9 no no DET istl-1691 154 10 significant significant ADJ istl-1691 154 11 difference difference NOUN istl-1691 154 12 associated associate VERB istl-1691 154 13 with with ADP istl-1691 154 14 the the DET istl-1691 154 15 size size NOUN istl-1691 154 16 of of ADP istl-1691 154 17 datasets dataset NOUN istl-1691 154 18 for for ADP istl-1691 154 19 the the DET istl-1691 154 20 use use NOUN istl-1691 154 21 of of ADP istl-1691 154 22 microsoft microsoft PROPN istl-1691 154 23 excel excel PROPN istl-1691 154 24 ( ( PUNCT istl-1691 154 25 chi chi ADJ istl-1691 154 26 - - PUNCT istl-1691 154 27 square square ADJ istl-1691 154 28 = = PROPN istl-1691 154 29 4.41 4.41 NUM istl-1691 154 30 , , PUNCT istl-1691 154 31 p p NOUN istl-1691 154 32 value value NOUN istl-1691 154 33 of of ADP istl-1691 154 34 0.11 0.11 NUM istl-1691 154 35 ) ) PUNCT istl-1691 154 36 . . PUNCT istl-1691 155 1 educational educational ADJ istl-1691 155 2 component component NOUN istl-1691 155 3 in in ADP istl-1691 155 4 the the DET istl-1691 155 5 educational educational ADJ istl-1691 155 6 section section NOUN istl-1691 155 7 of of ADP istl-1691 155 8 the the DET istl-1691 155 9 survey survey NOUN istl-1691 155 10 , , PUNCT istl-1691 155 11 the the DET istl-1691 155 12 authors author NOUN istl-1691 155 13 queried query VERB istl-1691 155 14 respondents respondent NOUN istl-1691 155 15 about about ADP istl-1691 155 16 the the DET istl-1691 155 17 importance importance NOUN istl-1691 155 18 of of ADP istl-1691 155 19 learning learn VERB istl-1691 155 20 data data NOUN istl-1691 155 21 management management NOUN istl-1691 155 22 topics topic NOUN istl-1691 155 23 for for ADP istl-1691 155 24 students student NOUN istl-1691 155 25 ( ( PUNCT istl-1691 155 26 table table NOUN istl-1691 155 27 1 1 NUM istl-1691 155 28 ) ) PUNCT istl-1691 155 29 and and CCONJ istl-1691 155 30 where where SCONJ istl-1691 155 31 students student NOUN istl-1691 155 32 primarily primarily ADV istl-1691 155 33 learn learn VERB istl-1691 155 34 about about ADP istl-1691 155 35 data data NOUN istl-1691 155 36 management management NOUN istl-1691 155 37 practices practice NOUN istl-1691 155 38 ( ( PUNCT istl-1691 155 39 table table NOUN istl-1691 155 40 2 2 NUM istl-1691 155 41 ) ) PUNCT istl-1691 155 42 . . PUNCT istl-1691 156 1 table table NOUN istl-1691 156 2 1 1 NUM istl-1691 156 3 used use VERB istl-1691 156 4 the the DET istl-1691 156 5 rubric rubric NOUN istl-1691 156 6 for for ADP istl-1691 156 7 data data NOUN istl-1691 156 8 information information NOUN istl-1691 156 9 literacy literacy NOUN istl-1691 156 10 competencies competency NOUN istl-1691 156 11 developed develop VERB istl-1691 156 12 by by ADP istl-1691 156 13 carlson carlson PROPN istl-1691 156 14 et et PROPN istl-1691 157 1 al al PROPN istl-1691 157 2 . . PUNCT istl-1691 157 3 ( ( PUNCT istl-1691 157 4 2011 2011 NUM istl-1691 157 5 ) ) PUNCT istl-1691 157 6 . . PUNCT istl-1691 158 1 table table NOUN istl-1691 158 2 1 1 NUM istl-1691 159 1 : : PUNCT istl-1691 159 2 how how SCONJ istl-1691 159 3 important important ADJ istl-1691 159 4 is be AUX istl-1691 159 5 it it PRON istl-1691 159 6 that that SCONJ istl-1691 159 7 students student NOUN istl-1691 159 8 learn learn VERB istl-1691 159 9 the the DET istl-1691 159 10 following follow VERB istl-1691 159 11 data data NOUN istl-1691 159 12 management management NOUN istl-1691 159 13 topics topic NOUN istl-1691 159 14 ? ? PUNCT istl-1691 160 1 answer answer VERB istl-1691 160 2 very very ADV istl-1691 160 3 important important ADJ istl-1691 160 4 somewhat somewhat ADV istl-1691 160 5 important important ADJ istl-1691 160 6 not not PART istl-1691 160 7 important important ADJ istl-1691 160 8 total total ADJ istl-1691 160 9 responses response NOUN istl-1691 160 10 introduction introduction NOUN istl-1691 160 11 to to ADP istl-1691 160 12 databases database NOUN istl-1691 160 13 and and CCONJ istl-1691 160 14 data datum NOUN istl-1691 160 15 formats format NOUN istl-1691 160 16 in in ADP istl-1691 160 17 their their PRON istl-1691 160 18 disciplines discipline NOUN istl-1691 160 19 ? ? PUNCT istl-1691 161 1 72 72 NUM istl-1691 161 2 33 33 NUM istl-1691 161 3 4 4 NUM istl-1691 161 4 109 109 NUM istl-1691 161 5 search search NOUN istl-1691 161 6 and and CCONJ istl-1691 161 7 acquisition acquisition NOUN istl-1691 161 8 of of ADP istl-1691 161 9 data datum NOUN istl-1691 161 10 80 80 NUM istl-1691 161 11 28 28 NUM istl-1691 161 12 1 1 NUM istl-1691 161 13 109 109 NUM istl-1691 161 14 data datum NOUN istl-1691 161 15 management management NOUN istl-1691 161 16 and and CCONJ istl-1691 161 17 organization organization NOUN istl-1691 161 18 84 84 NUM istl-1691 161 19 25 25 NUM istl-1691 161 20 0 0 NUM istl-1691 161 21 109 109 NUM istl-1691 161 22 data datum NOUN istl-1691 161 23 conversion conversion NOUN istl-1691 161 24 and and CCONJ istl-1691 161 25 interoperability interoperability NOUN istl-1691 161 26 56 56 NUM istl-1691 161 27 43 43 NUM istl-1691 161 28 8 8 NUM istl-1691 161 29 107 107 NUM istl-1691 161 30 quality quality NOUN istl-1691 161 31 assurance assurance NOUN istl-1691 161 32 80 80 NUM istl-1691 161 33 28 28 NUM istl-1691 161 34 1 1 NUM istl-1691 161 35 109 109 NUM istl-1691 161 36 metadata metadata NOUN istl-1691 161 37 ( ( PUNCT istl-1691 161 38 information information NOUN istl-1691 161 39 that that PRON istl-1691 161 40 describes describe VERB istl-1691 161 41 your your PRON istl-1691 161 42 data datum NOUN istl-1691 161 43 ) ) PUNCT istl-1691 161 44 62 62 NUM istl-1691 161 45 42 42 NUM istl-1691 161 46 3 3 NUM istl-1691 161 47 107 107 NUM istl-1691 161 48 data datum NOUN istl-1691 161 49 curation curation NOUN istl-1691 161 50 and and CCONJ istl-1691 161 51 re re NOUN istl-1691 161 52 - - VERB istl-1691 161 53 use use VERB istl-1691 161 54 46 46 NUM istl-1691 161 55 52 52 NUM istl-1691 161 56 7 7 NUM istl-1691 161 57 105 105 NUM istl-1691 161 58 data datum NOUN istl-1691 161 59 practices practice NOUN istl-1691 161 60 , , PUNCT istl-1691 161 61 values value NOUN istl-1691 161 62 and and CCONJ istl-1691 161 63 norms norm NOUN istl-1691 161 64 in in ADP istl-1691 161 65 their their PRON istl-1691 161 66 discipline discipline NOUN istl-1691 161 67 72 72 NUM istl-1691 161 68 32 32 NUM istl-1691 161 69 5 5 NUM istl-1691 161 70 109 109 NUM istl-1691 161 71 data datum NOUN istl-1691 161 72 preservation preservation NOUN istl-1691 161 73 62 62 NUM istl-1691 161 74 39 39 NUM istl-1691 161 75 7 7 NUM istl-1691 161 76 108 108 NUM istl-1691 161 77 data datum NOUN istl-1691 161 78 analysis analysis NOUN istl-1691 161 79 98 98 NUM istl-1691 161 80 10 10 NUM istl-1691 161 81 1 1 NUM istl-1691 161 82 109 109 NUM istl-1691 161 83 data datum NOUN istl-1691 161 84 visualization visualization NOUN istl-1691 161 85 75 75 NUM istl-1691 161 86 31 31 NUM istl-1691 161 87 2 2 NUM istl-1691 161 88 108 108 NUM istl-1691 161 89 ethics ethic NOUN istl-1691 161 90 , , PUNCT istl-1691 161 91 including include VERB istl-1691 161 92 citation citation NOUN istl-1691 161 93 of of ADP istl-1691 161 94 data datum NOUN istl-1691 161 95 87 87 NUM istl-1691 161 96 21 21 NUM istl-1691 161 97 1 1 NUM istl-1691 161 98 109 109 NUM istl-1691 161 99 table table NOUN istl-1691 161 100 2 2 NUM istl-1691 161 101 : : PUNCT istl-1691 161 102 where where SCONJ istl-1691 161 103 do do AUX istl-1691 161 104 students student NOUN istl-1691 161 105 primarily primarily ADV istl-1691 161 106 learn learn VERB istl-1691 161 107 data data NOUN istl-1691 161 108 management management NOUN istl-1691 161 109 skills skill NOUN istl-1691 161 110 ? ? PUNCT istl-1691 162 1 answer answer NOUN istl-1691 162 2 # # NOUN istl-1691 162 3 of of ADP istl-1691 162 4 responses response NOUN istl-1691 162 5 % % NOUN istl-1691 162 6 in in ADP istl-1691 162 7 courses course NOUN istl-1691 162 8 13 13 NUM istl-1691 162 9 14 14 NUM istl-1691 162 10 % % NOUN istl-1691 162 11 in in ADP istl-1691 162 12 special special ADJ istl-1691 162 13 instruction instruction NOUN istl-1691 162 14 from from ADP istl-1691 162 15 the the DET istl-1691 162 16 libraries library NOUN istl-1691 162 17 3 3 NUM istl-1691 162 18 3 3 NUM istl-1691 162 19 % % NOUN istl-1691 162 20 during during ADP istl-1691 162 21 mentoring mentor VERB istl-1691 162 22 ( ( PUNCT istl-1691 162 23 faculty faculty NOUN istl-1691 162 24 student student NOUN istl-1691 162 25 ) ) PUNCT istl-1691 162 26 29 29 NUM istl-1691 162 27 31 31 NUM istl-1691 162 28 % % NOUN istl-1691 162 29 in in ADP istl-1691 162 30 the the DET istl-1691 162 31 lab lab NOUN istl-1691 162 32 ( ( PUNCT istl-1691 162 33 with with ADP istl-1691 162 34 peers peer NOUN istl-1691 162 35 ) ) PUNCT istl-1691 162 36 27 27 NUM istl-1691 162 37 28 28 NUM istl-1691 162 38 % % NOUN istl-1691 162 39 somewhere somewhere ADV istl-1691 162 40 else else ADV istl-1691 162 41 ( ( PUNCT istl-1691 162 42 please please INTJ istl-1691 162 43 specify specify VERB istl-1691 162 44 ) ) PUNCT istl-1691 162 45 7 7 NUM istl-1691 162 46 7 7 NUM istl-1691 162 47 % % NOUN istl-1691 162 48 they they PRON istl-1691 162 49 do do AUX istl-1691 162 50 n't not PART istl-1691 162 51 learn learn VERB istl-1691 162 52 data data NOUN istl-1691 162 53 management management NOUN istl-1691 162 54 skills skill VERB istl-1691 162 55 16 16 NUM istl-1691 162 56 17 17 NUM istl-1691 162 57 % % NOUN istl-1691 162 58 total total ADJ istl-1691 162 59 95 95 NUM istl-1691 162 60 100 100 NUM istl-1691 162 61 % % NOUN istl-1691 162 62 only only ADV istl-1691 162 63 3 3 NUM istl-1691 162 64 % % NOUN istl-1691 162 65 ( ( PUNCT istl-1691 162 66 n=3 n=3 ADV istl-1691 162 67 ) ) PUNCT istl-1691 162 68 responded respond VERB istl-1691 162 69 that that SCONJ istl-1691 162 70 students student NOUN istl-1691 162 71 learned learn VERB istl-1691 162 72 data data NOUN istl-1691 162 73 literacy literacy NOUN istl-1691 162 74 skills skill NOUN istl-1691 162 75 from from ADP istl-1691 162 76 special special ADJ istl-1691 162 77 instruction instruction NOUN istl-1691 162 78 from from ADP istl-1691 162 79 the the DET istl-1691 162 80 libraries library NOUN istl-1691 162 81 and and CCONJ istl-1691 162 82 17 17 NUM istl-1691 162 83 % % NOUN istl-1691 162 84 ( ( PUNCT istl-1691 162 85 n=16 n=16 PROPN istl-1691 162 86 ) ) PUNCT istl-1691 162 87 responded respond VERB istl-1691 162 88 that that SCONJ istl-1691 162 89 students student NOUN istl-1691 162 90 do do AUX istl-1691 162 91 not not PART istl-1691 162 92 learn learn VERB istl-1691 162 93 data data NOUN istl-1691 162 94 management management NOUN istl-1691 162 95 skills skill NOUN istl-1691 162 96 . . PUNCT istl-1691 163 1 the the DET istl-1691 163 2 two two NUM istl-1691 163 3 highest high ADJ istl-1691 163 4 selections selection NOUN istl-1691 163 5 were be AUX istl-1691 163 6 learning learn VERB istl-1691 163 7 during during ADP istl-1691 163 8 mentoring mentor VERB istl-1691 163 9 and and CCONJ istl-1691 163 10 in in ADP istl-1691 163 11 the the DET istl-1691 163 12 lab lab NOUN istl-1691 163 13 . . PUNCT istl-1691 164 1 individual individual ADJ istl-1691 164 2 responses response NOUN istl-1691 164 3 included include VERB istl-1691 164 4 : : PUNCT istl-1691 164 5 how how ADV istl-1691 164 6 - - PUNCT istl-1691 164 7 to to ADP istl-1691 164 8 videos video NOUN istl-1691 164 9 on on ADP istl-1691 164 10 youtube youtube NOUN istl-1691 164 11 ; ; PUNCT istl-1691 164 12 the the DET istl-1691 164 13 web web NOUN istl-1691 164 14 site site NOUN istl-1691 164 15 stack stack NOUN istl-1691 164 16 overflow overflow NOUN istl-1691 164 17 ; ; PUNCT istl-1691 164 18 as as ADP istl-1691 164 19 an an DET istl-1691 164 20 undergraduate undergraduate NOUN istl-1691 164 21 ; ; PUNCT istl-1691 164 22 workshops workshop NOUN istl-1691 164 23 and and CCONJ istl-1691 164 24 researching research VERB istl-1691 164 25 on on ADP istl-1691 164 26 their their PRON istl-1691 164 27 own own ADJ istl-1691 164 28 time time NOUN istl-1691 164 29 ; ; PUNCT istl-1691 164 30 internships internship NOUN istl-1691 164 31 ; ; PUNCT istl-1691 164 32 and and CCONJ istl-1691 164 33 " " PUNCT istl-1691 164 34 when when SCONJ istl-1691 164 35 they they PRON istl-1691 164 36 lose lose VERB istl-1691 164 37 something something PRON istl-1691 164 38 due due ADJ istl-1691 164 39 to to ADP istl-1691 164 40 poor poor ADJ istl-1691 164 41 skills skill NOUN istl-1691 164 42 . . PUNCT istl-1691 164 43 " " PUNCT istl-1691 165 1 the the DET istl-1691 165 2 responses response NOUN istl-1691 165 3 showed show VERB istl-1691 165 4 a a DET istl-1691 165 5 clear clear ADJ istl-1691 165 6 expectation expectation NOUN istl-1691 165 7 that that SCONJ istl-1691 165 8 these these DET istl-1691 165 9 skills skill NOUN istl-1691 165 10 are be AUX istl-1691 165 11 already already ADV istl-1691 165 12 known know VERB istl-1691 165 13 , , PUNCT istl-1691 165 14 self self NOUN istl-1691 165 15 - - PUNCT istl-1691 165 16 taught teach VERB istl-1691 165 17 , , PUNCT istl-1691 165 18 or or CCONJ istl-1691 165 19 learned learn VERB istl-1691 165 20 through through ADP istl-1691 165 21 informal informal ADJ istl-1691 165 22 interaction interaction NOUN istl-1691 165 23 but but CCONJ istl-1691 165 24 they they PRON istl-1691 165 25 are be AUX istl-1691 165 26 not not PART istl-1691 165 27 a a DET istl-1691 165 28 formal formal ADJ istl-1691 165 29 part part NOUN istl-1691 165 30 of of ADP istl-1691 165 31 the the DET istl-1691 165 32 current current ADJ istl-1691 165 33 curriculum curriculum NOUN istl-1691 165 34 . . PUNCT istl-1691 166 1 this this PRON istl-1691 166 2 highlights highlight VERB istl-1691 166 3 a a DET istl-1691 166 4 need need NOUN istl-1691 166 5 for for ADP istl-1691 166 6 increased increase VERB istl-1691 166 7 promotion promotion NOUN istl-1691 166 8 of of ADP istl-1691 166 9 the the DET istl-1691 166 10 libraries library NOUN istl-1691 166 11 ' ' PART istl-1691 166 12 data datum NOUN istl-1691 166 13 services service NOUN istl-1691 166 14 , , PUNCT istl-1691 166 15 especially especially ADV istl-1691 166 16 as as SCONJ istl-1691 166 17 they they PRON istl-1691 166 18 focus focus VERB istl-1691 166 19 on on ADP istl-1691 166 20 data data NOUN istl-1691 166 21 literacy literacy NOUN istl-1691 166 22 . . PUNCT istl-1691 167 1 this this DET istl-1691 167 2 lack lack NOUN istl-1691 167 3 of of ADP istl-1691 167 4 use use NOUN istl-1691 167 5 of of ADP istl-1691 167 6 libraries library NOUN istl-1691 167 7 as as ADP istl-1691 167 8 a a DET istl-1691 167 9 resource resource NOUN istl-1691 167 10 is be AUX istl-1691 167 11 a a DET istl-1691 167 12 concern concern NOUN istl-1691 167 13 , , PUNCT istl-1691 167 14 as as SCONJ istl-1691 167 15 the the DET istl-1691 167 16 libraries library NOUN istl-1691 167 17 have have VERB istl-1691 167 18 an an DET istl-1691 167 19 agricultural agricultural ADJ istl-1691 167 20 sciences science NOUN istl-1691 167 21 librarian librarian PROPN istl-1691 167 22 , , PUNCT istl-1691 167 23 a a DET istl-1691 167 24 data data NOUN istl-1691 167 25 services service NOUN istl-1691 167 26 department department NOUN istl-1691 167 27 with with ADP istl-1691 167 28 four four NUM istl-1691 167 29 full full ADJ istl-1691 167 30 - - PUNCT istl-1691 167 31 time time NOUN istl-1691 167 32 librarians librarian NOUN istl-1691 167 33 , , PUNCT istl-1691 167 34 and and CCONJ istl-1691 167 35 an an DET istl-1691 167 36 institutional institutional ADJ istl-1691 167 37 data data NOUN istl-1691 167 38 repository repository NOUN istl-1691 167 39 in in ADP istl-1691 167 40 place place NOUN istl-1691 167 41 to to PART istl-1691 167 42 provide provide VERB istl-1691 167 43 data data NOUN istl-1691 167 44 services service NOUN istl-1691 167 45 . . PUNCT istl-1691 168 1 discussion discussion NOUN istl-1691 168 2 and and CCONJ istl-1691 168 3 recommendations recommendation NOUN istl-1691 168 4 this this DET istl-1691 168 5 survey survey NOUN istl-1691 168 6 gathered gather VERB istl-1691 168 7 general general ADJ istl-1691 168 8 information information NOUN istl-1691 168 9 about about ADP istl-1691 168 10 how how SCONJ istl-1691 168 11 faculty faculty NOUN istl-1691 168 12 , , PUNCT istl-1691 168 13 staff staff NOUN istl-1691 168 14 , , PUNCT istl-1691 168 15 and and CCONJ istl-1691 168 16 graduate graduate NOUN istl-1691 168 17 students student NOUN istl-1691 168 18 in in ADP istl-1691 168 19 the the DET istl-1691 168 20 college college NOUN istl-1691 168 21 of of ADP istl-1691 168 22 agriculture agriculture NOUN istl-1691 168 23 manage manage VERB istl-1691 168 24 their their PRON istl-1691 168 25 research research NOUN istl-1691 168 26 data datum NOUN istl-1691 168 27 . . PUNCT istl-1691 169 1 the the DET istl-1691 169 2 results result NOUN istl-1691 169 3 , , PUNCT istl-1691 169 4 though though SCONJ istl-1691 169 5 limited limit VERB istl-1691 169 6 in in ADP istl-1691 169 7 areas area NOUN istl-1691 169 8 , , PUNCT istl-1691 169 9 highlighted highlight VERB istl-1691 169 10 a a DET istl-1691 169 11 number number NOUN istl-1691 169 12 of of ADP istl-1691 169 13 issues issue NOUN istl-1691 169 14 and and CCONJ istl-1691 169 15 showed show VERB istl-1691 169 16 the the DET istl-1691 169 17 clear clear ADJ istl-1691 169 18 need need NOUN istl-1691 169 19 for for ADP istl-1691 169 20 additional additional ADJ istl-1691 169 21 , , PUNCT istl-1691 169 22 more more ADV istl-1691 169 23 specific specific ADJ istl-1691 169 24 research research NOUN istl-1691 169 25 in in ADP istl-1691 169 26 understanding understand VERB istl-1691 169 27 the the DET istl-1691 169 28 data data NOUN istl-1691 169 29 management management NOUN istl-1691 169 30 and and CCONJ istl-1691 169 31 instruction instruction NOUN istl-1691 169 32 opportunities opportunity NOUN istl-1691 169 33 . . PUNCT istl-1691 170 1 one one NUM istl-1691 170 2 limitation limitation NOUN istl-1691 170 3 of of ADP istl-1691 170 4 a a DET istl-1691 170 5 survey survey NOUN istl-1691 170 6 is be AUX istl-1691 170 7 that that SCONJ istl-1691 170 8 it it PRON istl-1691 170 9 is be AUX istl-1691 170 10 not not PART istl-1691 170 11 always always ADV istl-1691 170 12 clear clear ADJ istl-1691 170 13 why why SCONJ istl-1691 170 14 respondents respondent NOUN istl-1691 170 15 chose choose VERB istl-1691 170 16 a a DET istl-1691 170 17 particular particular ADJ istl-1691 170 18 answer answer NOUN istl-1691 170 19 : : PUNCT istl-1691 170 20 even even ADV istl-1691 170 21 if if SCONJ istl-1691 170 22 an an DET istl-1691 170 23 open open ADJ istl-1691 170 24 text text NOUN istl-1691 170 25 box box NOUN istl-1691 170 26 was be AUX istl-1691 170 27 provided provide VERB istl-1691 170 28 for for ADP istl-1691 170 29 further further ADJ istl-1691 170 30 clarification clarification NOUN istl-1691 170 31 , , PUNCT istl-1691 170 32 it it PRON istl-1691 170 33 was be AUX istl-1691 170 34 not not PART istl-1691 170 35 always always ADV istl-1691 170 36 used use VERB istl-1691 170 37 . . PUNCT istl-1691 171 1 while while SCONJ istl-1691 171 2 most most ADJ istl-1691 171 3 respondents respondent NOUN istl-1691 171 4 perceived perceive VERB istl-1691 171 5 all all DET istl-1691 171 6 data datum NOUN istl-1691 171 7 literacy literacy NOUN istl-1691 171 8 skills skill NOUN istl-1691 171 9 listed list VERB istl-1691 171 10 to to PART istl-1691 171 11 be be AUX istl-1691 171 12 somewhat somewhat ADV istl-1691 171 13 or or CCONJ istl-1691 171 14 very very ADV istl-1691 171 15 important important ADJ istl-1691 171 16 , , PUNCT istl-1691 171 17 most most ADJ istl-1691 171 18 respondents respondent NOUN istl-1691 171 19 also also ADV istl-1691 171 20 identified identify VERB istl-1691 171 21 a a DET istl-1691 171 22 source source NOUN istl-1691 171 23 ( ( PUNCT istl-1691 171 24 other other ADJ istl-1691 171 25 than than ADP istl-1691 171 26 the the DET istl-1691 171 27 libraries library NOUN istl-1691 171 28 ) ) PUNCT istl-1691 171 29 where where SCONJ istl-1691 171 30 students student NOUN istl-1691 171 31 learned learn VERB istl-1691 171 32 these these DET istl-1691 171 33 skills skill NOUN istl-1691 171 34 . . PUNCT istl-1691 172 1 this this DET istl-1691 172 2 statement statement NOUN istl-1691 172 3 is be AUX istl-1691 172 4 inconsistent inconsistent ADJ istl-1691 172 5 with with ADP istl-1691 172 6 earlier early ADJ istl-1691 172 7 research research NOUN istl-1691 172 8 conducted conduct VERB istl-1691 172 9 by by ADP istl-1691 172 10 purdue purdue ADJ istl-1691 172 11 researchers researcher NOUN istl-1691 172 12 ( ( PUNCT istl-1691 172 13 bracke bracke PROPN istl-1691 172 14 & & CCONJ istl-1691 172 15 fosmire fosmire PROPN istl-1691 172 16 2015 2015 NUM istl-1691 172 17 ; ; PUNCT istl-1691 172 18 carlson carlson PROPN istl-1691 172 19 & & CCONJ istl-1691 172 20 bracke bracke NOUN istl-1691 172 21 2015 2015 NUM istl-1691 172 22 ) ) PUNCT istl-1691 172 23 . . PUNCT istl-1691 173 1 for for ADP istl-1691 173 2 example example NOUN istl-1691 173 3 , , PUNCT istl-1691 173 4 in in ADP istl-1691 173 5 this this DET istl-1691 173 6 earlier early ADJ istl-1691 173 7 research research NOUN istl-1691 173 8 faculty faculty NOUN istl-1691 173 9 valued value VERB istl-1691 173 10 many many ADJ istl-1691 173 11 of of ADP istl-1691 173 12 the the DET istl-1691 173 13 competencies competency NOUN istl-1691 173 14 , , PUNCT istl-1691 173 15 yet yet ADV istl-1691 173 16 were be AUX istl-1691 173 17 unaware unaware ADJ istl-1691 173 18 of of ADP istl-1691 173 19 educational educational ADJ istl-1691 173 20 resources resource NOUN istl-1691 173 21 and and CCONJ istl-1691 173 22 were be AUX istl-1691 173 23 open open ADJ istl-1691 173 24 to to ADP istl-1691 173 25 suggestions suggestion NOUN istl-1691 173 26 . . PUNCT istl-1691 174 1 this this PRON istl-1691 174 2 illustrates illustrate VERB istl-1691 174 3 an an DET istl-1691 174 4 area area NOUN istl-1691 174 5 where where SCONJ istl-1691 174 6 current current ADJ istl-1691 174 7 understanding understanding NOUN istl-1691 174 8 is be AUX istl-1691 174 9 unclear unclear ADJ istl-1691 174 10 and and CCONJ istl-1691 174 11 would would AUX istl-1691 174 12 benefit benefit VERB istl-1691 174 13 from from ADP istl-1691 174 14 more more ADJ istl-1691 174 15 in in ADP istl-1691 174 16 - - PUNCT istl-1691 174 17 depth depth NOUN istl-1691 174 18 exploration exploration NOUN istl-1691 174 19 to to PART istl-1691 174 20 better well ADV istl-1691 174 21 understand understand VERB istl-1691 174 22 if if SCONJ istl-1691 174 23 this this PRON istl-1691 174 24 might might AUX istl-1691 174 25 be be AUX istl-1691 174 26 a a DET istl-1691 174 27 difference difference NOUN istl-1691 174 28 caused cause VERB istl-1691 174 29 by by ADP istl-1691 174 30 disparate disparate ADJ istl-1691 174 31 disciplines discipline NOUN istl-1691 174 32 , , PUNCT istl-1691 174 33 expectations expectation NOUN istl-1691 174 34 vs. vs. ADP istl-1691 174 35 actual actual ADJ istl-1691 174 36 practice practice NOUN istl-1691 174 37 , , PUNCT istl-1691 174 38 or or CCONJ istl-1691 174 39 another another DET istl-1691 174 40 nuanced nuanced ADJ istl-1691 174 41 reason reason NOUN istl-1691 174 42 . . PUNCT istl-1691 175 1 this this DET istl-1691 175 2 research research NOUN istl-1691 175 3 suggests suggest VERB istl-1691 175 4 that that SCONJ istl-1691 175 5 libraries library NOUN istl-1691 175 6 are be AUX istl-1691 175 7 not not PART istl-1691 175 8 necessarily necessarily ADV istl-1691 175 9 known know VERB istl-1691 175 10 as as ADP istl-1691 175 11 a a DET istl-1691 175 12 provider provider NOUN istl-1691 175 13 of of ADP istl-1691 175 14 data datum NOUN istl-1691 175 15 management management NOUN istl-1691 175 16 services service NOUN istl-1691 175 17 , , PUNCT istl-1691 175 18 though though SCONJ istl-1691 175 19 the the DET istl-1691 175 20 literature literature NOUN istl-1691 175 21 suggests suggest VERB istl-1691 175 22 that that SCONJ istl-1691 175 23 these these DET istl-1691 175 24 services service NOUN istl-1691 175 25 are be AUX istl-1691 175 26 a a DET istl-1691 175 27 natural natural ADJ istl-1691 175 28 outgrowth outgrowth NOUN istl-1691 175 29 of of ADP istl-1691 175 30 more more ADV istl-1691 175 31 traditional traditional ADJ istl-1691 175 32 services service NOUN istl-1691 175 33 ( ( PUNCT istl-1691 175 34 heidorn heidorn VERB istl-1691 175 35 2011 2011 NUM istl-1691 175 36 ) ) PUNCT istl-1691 175 37 . . PUNCT istl-1691 176 1 data datum NOUN istl-1691 176 2 literacy literacy NOUN istl-1691 176 3 is be AUX istl-1691 176 4 one one NUM istl-1691 176 5 place place NOUN istl-1691 176 6 to to PART istl-1691 176 7 start start VERB istl-1691 176 8 ( ( PUNCT istl-1691 176 9 carlson carlson PROPN istl-1691 176 10 et et PROPN istl-1691 176 11 al al PROPN istl-1691 176 12 . . PROPN istl-1691 176 13 2011 2011 NUM istl-1691 176 14 ; ; PUNCT istl-1691 176 15 carlson carlson PROPN istl-1691 176 16 & & CCONJ istl-1691 176 17 bracke bracke NOUN istl-1691 176 18 2015 2015 NUM istl-1691 176 19 ) ) PUNCT istl-1691 176 20 . . PUNCT istl-1691 177 1 even even ADV istl-1691 177 2 as as SCONJ istl-1691 177 3 this this DET istl-1691 177 4 survey survey NOUN istl-1691 177 5 was be AUX istl-1691 177 6 underway underway ADJ istl-1691 177 7 , , PUNCT istl-1691 177 8 the the DET istl-1691 177 9 libraries library NOUN istl-1691 177 10 began begin VERB istl-1691 177 11 to to PART istl-1691 177 12 approach approach VERB istl-1691 177 13 this this DET istl-1691 177 14 issue issue NOUN istl-1691 177 15 through through ADP istl-1691 177 16 offering offer VERB istl-1691 177 17 a a DET istl-1691 177 18 for for ADP istl-1691 177 19 - - PUNCT istl-1691 177 20 credit credit NOUN istl-1691 177 21 course course NOUN istl-1691 177 22 on on ADP istl-1691 177 23 data data NOUN istl-1691 177 24 management management NOUN istl-1691 177 25 for for ADP istl-1691 177 26 college college NOUN istl-1691 177 27 of of ADP istl-1691 177 28 agriculture agriculture NOUN istl-1691 177 29 graduate graduate NOUN istl-1691 177 30 students student NOUN istl-1691 177 31 , , PUNCT istl-1691 177 32 drop drop VERB istl-1691 177 33 - - PUNCT istl-1691 177 34 in in ADP istl-1691 177 35 workshops workshop NOUN istl-1691 177 36 , , PUNCT istl-1691 177 37 and and CCONJ istl-1691 177 38 targeted target VERB istl-1691 177 39 lab lab NOUN istl-1691 177 40 group group NOUN istl-1691 177 41 interventions intervention NOUN istl-1691 177 42 . . PUNCT istl-1691 178 1 furthermore furthermore ADV istl-1691 178 2 , , PUNCT istl-1691 178 3 this this DET istl-1691 178 4 research research NOUN istl-1691 178 5 did do AUX istl-1691 178 6 not not PART istl-1691 178 7 include include VERB istl-1691 178 8 undergraduate undergraduate ADJ istl-1691 178 9 students student NOUN istl-1691 178 10 as as ADP istl-1691 178 11 respondents respondent NOUN istl-1691 178 12 , , PUNCT istl-1691 178 13 but but CCONJ istl-1691 178 14 they they PRON istl-1691 178 15 would would AUX istl-1691 178 16 be be AUX istl-1691 178 17 another another DET istl-1691 178 18 logical logical ADJ istl-1691 178 19 population population NOUN istl-1691 178 20 to to PART istl-1691 178 21 introduce introduce VERB istl-1691 178 22 to to ADP istl-1691 178 23 data data NOUN istl-1691 178 24 literacy literacy NOUN istl-1691 178 25 . . PUNCT istl-1691 179 1 this this PRON istl-1691 179 2 would would AUX istl-1691 179 3 be be AUX istl-1691 179 4 particularly particularly ADV istl-1691 179 5 useful useful ADJ istl-1691 179 6 for for ADP istl-1691 179 7 those those PRON istl-1691 179 8 currently currently ADV istl-1691 179 9 working work VERB istl-1691 179 10 in in ADP istl-1691 179 11 labs lab NOUN istl-1691 179 12 or or CCONJ istl-1691 179 13 preparing prepare VERB istl-1691 179 14 for for ADP istl-1691 179 15 graduate graduate NOUN istl-1691 179 16 school school NOUN istl-1691 179 17 . . PUNCT istl-1691 180 1 storage storage NOUN istl-1691 180 2 and and CCONJ istl-1691 180 3 preservation preservation NOUN istl-1691 180 4 is be AUX istl-1691 180 5 another another DET istl-1691 180 6 area area NOUN istl-1691 180 7 of of ADP istl-1691 180 8 interest interest NOUN istl-1691 180 9 that that PRON istl-1691 180 10 impacts impact VERB istl-1691 180 11 university university NOUN istl-1691 180 12 infrastructure infrastructure NOUN istl-1691 180 13 provided provide VERB istl-1691 180 14 for for ADP istl-1691 180 15 research research NOUN istl-1691 180 16 support support NOUN istl-1691 180 17 . . PUNCT istl-1691 181 1 diekmann diekmann PROPN istl-1691 181 2 reports report VERB istl-1691 181 3 that that SCONJ istl-1691 181 4 very very ADV istl-1691 181 5 few few ADJ istl-1691 181 6 researchers researcher NOUN istl-1691 181 7 have have VERB istl-1691 181 8 data data NOUN istl-1691 181 9 management management NOUN istl-1691 181 10 strategies strategy NOUN istl-1691 181 11 that that PRON istl-1691 181 12 go go VERB istl-1691 181 13 beyond beyond ADP istl-1691 181 14 a a DET istl-1691 181 15 single single ADJ istl-1691 181 16 project project NOUN istl-1691 181 17 and and CCONJ istl-1691 181 18 that that PRON istl-1691 181 19 storage storage NOUN istl-1691 181 20 and and CCONJ istl-1691 181 21 back back NOUN istl-1691 181 22 - - PUNCT istl-1691 181 23 up up NOUN istl-1691 181 24 are be AUX istl-1691 181 25 individualized individualize VERB istl-1691 181 26 , , PUNCT istl-1691 181 27 " " PUNCT istl-1691 181 28 highly highly ADV istl-1691 181 29 fragmented fragmented ADJ istl-1691 181 30 activities activity NOUN istl-1691 181 31 . . PUNCT istl-1691 181 32 " " PUNCT istl-1691 182 1 the the DET istl-1691 182 2 distribution distribution NOUN istl-1691 182 3 of of ADP istl-1691 182 4 respondents respondent NOUN istl-1691 182 5 across across ADP istl-1691 182 6 the the DET istl-1691 182 7 various various ADJ istl-1691 182 8 storage storage NOUN istl-1691 182 9 options option NOUN istl-1691 182 10 in in ADP istl-1691 182 11 our our PRON istl-1691 182 12 study study NOUN istl-1691 182 13 confirms confirm VERB istl-1691 182 14 diekmann diekmann PROPN istl-1691 182 15 's 's PART istl-1691 182 16 findings finding NOUN istl-1691 182 17 . . PUNCT istl-1691 183 1 however however ADV istl-1691 183 2 , , PUNCT istl-1691 183 3 29 29 NUM istl-1691 183 4 % % NOUN istl-1691 183 5 of of ADP istl-1691 183 6 purdue purdue ADJ istl-1691 183 7 respondents respondent NOUN istl-1691 183 8 also also ADV istl-1691 183 9 report report VERB istl-1691 183 10 using use VERB istl-1691 183 11 the the DET istl-1691 183 12 institutional institutional ADJ istl-1691 183 13 repository repository NOUN istl-1691 183 14 , , PUNCT istl-1691 183 15 a a DET istl-1691 183 16 centralized centralized ADJ istl-1691 183 17 university university NOUN istl-1691 183 18 resource resource NOUN istl-1691 183 19 that that PRON istl-1691 183 20 comprises comprise VERB istl-1691 183 21 data data NOUN istl-1691 183 22 management management NOUN istl-1691 183 23 best good ADJ istl-1691 183 24 practices practice NOUN istl-1691 183 25 guidance guidance NOUN istl-1691 183 26 and and CCONJ istl-1691 183 27 policies policy NOUN istl-1691 183 28 . . PUNCT istl-1691 184 1 this this PRON istl-1691 184 2 shows show VERB istl-1691 184 3 that that SCONJ istl-1691 184 4 if if SCONJ istl-1691 184 5 such such DET istl-1691 184 6 a a DET istl-1691 184 7 repository repository NOUN istl-1691 184 8 exists exist NOUN istl-1691 184 9 , , PUNCT istl-1691 184 10 researchers researcher NOUN istl-1691 184 11 will will AUX istl-1691 184 12 use use VERB istl-1691 184 13 it it PRON istl-1691 184 14 , , PUNCT istl-1691 184 15 potentially potentially ADV istl-1691 184 16 alleviating alleviate VERB istl-1691 184 17 the the DET istl-1691 184 18 concerns concern NOUN istl-1691 184 19 about about ADP istl-1691 184 20 the the DET istl-1691 184 21 lack lack NOUN istl-1691 184 22 of of ADP istl-1691 184 23 such such ADJ istl-1691 184 24 systems system NOUN istl-1691 184 25 reported report VERB istl-1691 184 26 by by ADP istl-1691 184 27 dieckman dieckman PROPN istl-1691 184 28 . . PUNCT istl-1691 185 1 subsequent subsequent ADJ istl-1691 185 2 studies study NOUN istl-1691 185 3 in in ADP istl-1691 185 4 the the DET istl-1691 185 5 areas area NOUN istl-1691 185 6 of of ADP istl-1691 185 7 selecting select VERB istl-1691 185 8 and and CCONJ istl-1691 185 9 preserving preserve VERB istl-1691 185 10 data datum NOUN istl-1691 185 11 in in ADP istl-1691 185 12 collections collection NOUN istl-1691 185 13 , , PUNCT istl-1691 185 14 and and CCONJ istl-1691 185 15 developing develop VERB istl-1691 185 16 strategies strategy NOUN istl-1691 185 17 for for ADP istl-1691 185 18 better well ADJ istl-1691 185 19 awareness awareness NOUN istl-1691 185 20 of of ADP istl-1691 185 21 their their PRON istl-1691 185 22 preservation preservation NOUN istl-1691 185 23 services service NOUN istl-1691 185 24 , , PUNCT istl-1691 185 25 would would AUX istl-1691 185 26 assist assist VERB istl-1691 185 27 the the DET istl-1691 185 28 libraries library NOUN istl-1691 185 29 in in ADP istl-1691 185 30 avoiding avoid VERB istl-1691 185 31 misunderstandings misunderstanding NOUN istl-1691 185 32 regarding regard VERB istl-1691 185 33 the the DET istl-1691 185 34 reality reality NOUN istl-1691 185 35 of of ADP istl-1691 185 36 retaining retain VERB istl-1691 185 37 data datum NOUN istl-1691 185 38 permanently permanently ADV istl-1691 185 39 . . PUNCT istl-1691 186 1 the the DET istl-1691 186 2 fact fact NOUN istl-1691 186 3 that that SCONJ istl-1691 186 4 75 75 NUM istl-1691 186 5 % % NOUN istl-1691 186 6 of of ADP istl-1691 186 7 respondents respondent NOUN istl-1691 186 8 want want VERB istl-1691 186 9 their their PRON istl-1691 186 10 data datum NOUN istl-1691 186 11 retained retain VERB istl-1691 186 12 permanently permanently ADV istl-1691 186 13 suggests suggest VERB istl-1691 186 14 several several ADJ istl-1691 186 15 issues issue NOUN istl-1691 186 16 for for ADP istl-1691 186 17 potential potential ADJ istl-1691 186 18 follow follow VERB istl-1691 186 19 - - PUNCT istl-1691 186 20 up up ADP istl-1691 186 21 questions question NOUN istl-1691 186 22 , , PUNCT istl-1691 186 23 such such ADJ istl-1691 186 24 as as ADP istl-1691 186 25 the the DET istl-1691 186 26 extent extent NOUN istl-1691 186 27 to to PART istl-1691 186 28 which which PRON istl-1691 186 29 researchers researcher NOUN istl-1691 186 30 understand understand VERB istl-1691 186 31 the the DET istl-1691 186 32 differences difference NOUN istl-1691 186 33 between between ADP istl-1691 186 34 storage storage NOUN istl-1691 186 35 and and CCONJ istl-1691 186 36 preservation preservation NOUN istl-1691 186 37 , , PUNCT istl-1691 186 38 and and CCONJ istl-1691 186 39 the the DET istl-1691 186 40 efforts effort NOUN istl-1691 186 41 required require VERB istl-1691 186 42 for for ADP istl-1691 186 43 providing provide VERB istl-1691 186 44 access access NOUN istl-1691 186 45 to to ADP istl-1691 186 46 their their PRON istl-1691 186 47 data datum NOUN istl-1691 186 48 for for ADP istl-1691 186 49 the the DET istl-1691 186 50 long long ADJ istl-1691 186 51 term term NOUN istl-1691 186 52 . . PUNCT istl-1691 187 1 moreover moreover ADV istl-1691 187 2 , , PUNCT istl-1691 187 3 given give VERB istl-1691 187 4 that that SCONJ istl-1691 187 5 the the DET istl-1691 187 6 majority majority NOUN istl-1691 187 7 of of ADP istl-1691 187 8 respondents respondent NOUN istl-1691 187 9 answered answer VERB istl-1691 187 10 that that SCONJ istl-1691 187 11 they they PRON istl-1691 187 12 would would AUX istl-1691 187 13 like like VERB istl-1691 187 14 to to PART istl-1691 187 15 keep keep VERB istl-1691 187 16 their their PRON istl-1691 187 17 data datum NOUN istl-1691 187 18 " " PUNCT istl-1691 187 19 forever forever ADV istl-1691 187 20 , , PUNCT istl-1691 187 21 " " PUNCT istl-1691 187 22 libraries library NOUN istl-1691 187 23 need need VERB istl-1691 187 24 to to PART istl-1691 187 25 explore explore VERB istl-1691 187 26 whether whether SCONJ istl-1691 187 27 or or CCONJ istl-1691 187 28 not not PART istl-1691 187 29 this this PRON istl-1691 187 30 is be AUX istl-1691 187 31 simply simply ADV istl-1691 187 32 an an DET istl-1691 187 33 ideal ideal NOUN istl-1691 187 34 or or CCONJ istl-1691 187 35 an an DET istl-1691 187 36 actual actual ADJ istl-1691 187 37 expectation expectation NOUN istl-1691 187 38 on on ADP istl-1691 187 39 the the DET istl-1691 187 40 part part NOUN istl-1691 187 41 of of ADP istl-1691 187 42 researchers researcher NOUN istl-1691 187 43 . . PUNCT istl-1691 188 1 this this PRON istl-1691 188 2 may may AUX istl-1691 188 3 be be AUX istl-1691 188 4 an an DET istl-1691 188 5 area area NOUN istl-1691 188 6 where where SCONJ istl-1691 188 7 librarians librarian NOUN istl-1691 188 8 can can AUX istl-1691 188 9 help help VERB istl-1691 188 10 researchers researcher NOUN istl-1691 188 11 understand understand VERB istl-1691 188 12 what what PRON istl-1691 188 13 goes go VERB istl-1691 188 14 into into ADP istl-1691 188 15 preserving preserve VERB istl-1691 188 16 data datum NOUN istl-1691 188 17 for for ADP istl-1691 188 18 a a DET istl-1691 188 19 realistic realistic ADJ istl-1691 188 20 and and CCONJ istl-1691 188 21 appropriate appropriate ADJ istl-1691 188 22 amount amount NOUN istl-1691 188 23 of of ADP istl-1691 188 24 time time NOUN istl-1691 188 25 for for ADP istl-1691 188 26 their their PRON istl-1691 188 27 needs need NOUN istl-1691 188 28 . . PUNCT istl-1691 189 1 while while SCONJ istl-1691 189 2 scientists scientist NOUN istl-1691 189 3 manage manage VERB istl-1691 189 4 their their PRON istl-1691 189 5 data datum NOUN istl-1691 189 6 at at ADP istl-1691 189 7 the the DET istl-1691 189 8 start start NOUN istl-1691 189 9 of of ADP istl-1691 189 10 the the DET istl-1691 189 11 data data NOUN istl-1691 189 12 life life NOUN istl-1691 189 13 cycle cycle NOUN istl-1691 189 14 , , PUNCT istl-1691 189 15 data datum NOUN istl-1691 189 16 stewardship stewardship NOUN istl-1691 189 17 that that PRON istl-1691 189 18 includes include VERB istl-1691 189 19 migrating migrate VERB istl-1691 189 20 data datum NOUN istl-1691 189 21 for for ADP istl-1691 189 22 long long ADJ istl-1691 189 23 - - PUNCT istl-1691 189 24 term term NOUN istl-1691 189 25 preservation preservation NOUN istl-1691 189 26 can can AUX istl-1691 189 27 only only ADV istl-1691 189 28 be be AUX istl-1691 189 29 done do VERB istl-1691 189 30 at at ADP istl-1691 189 31 the the DET istl-1691 189 32 institutional institutional ADJ istl-1691 189 33 level level NOUN istl-1691 189 34 , , PUNCT istl-1691 189 35 whether whether SCONJ istl-1691 189 36 at at ADP istl-1691 189 37 the the DET istl-1691 189 38 university university NOUN istl-1691 189 39 or or CCONJ istl-1691 189 40 disciplinary disciplinary ADJ istl-1691 189 41 level level NOUN istl-1691 189 42 ( ( PUNCT istl-1691 189 43 lynch lynch PROPN istl-1691 189 44 2008 2008 NUM istl-1691 189 45 ) ) PUNCT istl-1691 189 46 . . PUNCT istl-1691 190 1 individual individual ADJ istl-1691 190 2 scientists scientist NOUN istl-1691 190 3 or or CCONJ istl-1691 190 4 single single ADJ istl-1691 190 5 projects project NOUN istl-1691 190 6 can can AUX istl-1691 190 7 not not PART istl-1691 190 8 alone alone ADV istl-1691 190 9 provide provide VERB istl-1691 190 10 stewardship stewardship NOUN istl-1691 190 11 for for ADP istl-1691 190 12 data datum NOUN istl-1691 190 13 ( ( PUNCT istl-1691 190 14 borgman borgman NOUN istl-1691 190 15 2015 2015 NUM istl-1691 190 16 ) ) PUNCT istl-1691 190 17 . . PUNCT istl-1691 191 1 as as SCONJ istl-1691 191 2 data data NOUN istl-1691 191 3 grows grow VERB istl-1691 191 4 , , PUNCT istl-1691 191 5 there there PRON istl-1691 191 6 will will AUX istl-1691 191 7 be be AUX istl-1691 191 8 a a DET istl-1691 191 9 need need NOUN istl-1691 191 10 for for ADP istl-1691 191 11 guidelines guideline NOUN istl-1691 191 12 for for ADP istl-1691 191 13 the the DET istl-1691 191 14 selection selection NOUN istl-1691 191 15 process process NOUN istl-1691 191 16 as as ADP istl-1691 191 17 to to ADP istl-1691 191 18 what what PRON istl-1691 191 19 is be AUX istl-1691 191 20 to to PART istl-1691 191 21 be be AUX istl-1691 191 22 preserved preserve VERB istl-1691 191 23 and and CCONJ istl-1691 191 24 what what PRON istl-1691 191 25 is be AUX istl-1691 191 26 not not PART istl-1691 191 27 ( ( PUNCT istl-1691 191 28 pouchard pouchard NOUN istl-1691 191 29 2016 2016 NUM istl-1691 191 30 ) ) PUNCT istl-1691 191 31 . . PUNCT istl-1691 192 1 unsurprisingly unsurprisingly ADV istl-1691 192 2 , , PUNCT istl-1691 192 3 faculty faculty NOUN istl-1691 192 4 had have VERB istl-1691 192 5 more more ADJ istl-1691 192 6 and and CCONJ istl-1691 192 7 larger large ADJ istl-1691 192 8 data datum NOUN istl-1691 192 9 sets set NOUN istl-1691 192 10 than than ADP istl-1691 192 11 graduate graduate ADJ istl-1691 192 12 students student NOUN istl-1691 192 13 . . PUNCT istl-1691 193 1 this this PRON istl-1691 193 2 does do AUX istl-1691 193 3 not not PART istl-1691 193 4 address address VERB istl-1691 193 5 the the DET istl-1691 193 6 usually usually ADV istl-1691 193 7 more more ADV istl-1691 193 8 transitory transitory ADJ istl-1691 193 9 nature nature NOUN istl-1691 193 10 of of ADP istl-1691 193 11 graduate graduate NOUN istl-1691 193 12 students student NOUN istl-1691 193 13 ' ' PART istl-1691 193 14 data datum NOUN istl-1691 193 15 , , PUNCT istl-1691 193 16 as as SCONJ istl-1691 193 17 they they PRON istl-1691 193 18 are be AUX istl-1691 193 19 usually usually ADV istl-1691 193 20 at at ADP istl-1691 193 21 the the DET istl-1691 193 22 institution institution NOUN istl-1691 193 23 for for ADP istl-1691 193 24 a a DET istl-1691 193 25 shorter short ADJ istl-1691 193 26 period period NOUN istl-1691 193 27 of of ADP istl-1691 193 28 time time NOUN istl-1691 193 29 . . PUNCT istl-1691 194 1 this this PRON istl-1691 194 2 does do AUX istl-1691 194 3 mean mean VERB istl-1691 194 4 that that SCONJ istl-1691 194 5 they they PRON istl-1691 194 6 may may AUX istl-1691 194 7 have have VERB istl-1691 194 8 slightly slightly ADV istl-1691 194 9 different different ADJ istl-1691 194 10 motivations motivation NOUN istl-1691 194 11 and and CCONJ istl-1691 194 12 experience experience NOUN istl-1691 194 13 in in ADP istl-1691 194 14 data data NOUN istl-1691 194 15 management management NOUN istl-1691 194 16 , , PUNCT istl-1691 194 17 which which PRON istl-1691 194 18 is be AUX istl-1691 194 19 useful useful ADJ istl-1691 194 20 for for SCONJ istl-1691 194 21 librarians librarian NOUN istl-1691 194 22 to to PART istl-1691 194 23 note note VERB istl-1691 194 24 in in ADP istl-1691 194 25 designing designing NOUN istl-1691 194 26 services service NOUN istl-1691 194 27 . . PUNCT istl-1691 195 1 as as ADP istl-1691 195 2 an an DET istl-1691 195 3 example example NOUN istl-1691 195 4 of of ADP istl-1691 195 5 such such ADJ istl-1691 195 6 services service NOUN istl-1691 195 7 , , PUNCT istl-1691 195 8 we we PRON istl-1691 195 9 compiled compile VERB istl-1691 195 10 a a DET istl-1691 195 11 table table NOUN istl-1691 195 12 of of ADP istl-1691 195 13 storage storage NOUN istl-1691 195 14 options option NOUN istl-1691 195 15 at at ADP istl-1691 195 16 purdue purdue NOUN istl-1691 195 17 that that SCONJ istl-1691 195 18 students student NOUN istl-1691 195 19 and and CCONJ istl-1691 195 20 faculty faculty NOUN istl-1691 195 21 can can AUX istl-1691 195 22 use use VERB istl-1691 195 23 to to PART istl-1691 195 24 determine determine VERB istl-1691 195 25 the the DET istl-1691 195 26 best good ADJ istl-1691 195 27 solution solution NOUN istl-1691 195 28 for for ADP istl-1691 195 29 their their PRON istl-1691 195 30 needs need NOUN istl-1691 195 31 and and CCONJ istl-1691 195 32 published publish VERB istl-1691 195 33 it it PRON istl-1691 195 34 as as ADP istl-1691 195 35 a a DET istl-1691 195 36 library library NOUN istl-1691 195 37 resource resource NOUN istl-1691 195 38 ( ( PUNCT istl-1691 195 39 pouchard pouchard NOUN istl-1691 195 40 et et PROPN istl-1691 195 41 al al PROPN istl-1691 195 42 . . PROPN istl-1691 195 43 2016 2016 NUM istl-1691 195 44 ) ) PUNCT istl-1691 195 45 . . PUNCT istl-1691 196 1 the the DET istl-1691 196 2 respondents respondent NOUN istl-1691 196 3 also also ADV istl-1691 196 4 marked mark VERB istl-1691 196 5 a a DET istl-1691 196 6 broad broad ADJ istl-1691 196 7 range range NOUN istl-1691 196 8 of of ADP istl-1691 196 9 tools tool NOUN istl-1691 196 10 used use VERB istl-1691 196 11 , , PUNCT istl-1691 196 12 and and CCONJ istl-1691 196 13 showed show VERB istl-1691 196 14 trends trend NOUN istl-1691 196 15 that that PRON istl-1691 196 16 were be AUX istl-1691 196 17 different different ADJ istl-1691 196 18 from from ADP istl-1691 196 19 those those PRON istl-1691 196 20 found find VERB istl-1691 196 21 in in ADP istl-1691 196 22 available available ADJ istl-1691 196 23 surveys survey NOUN istl-1691 196 24 of of ADP istl-1691 196 25 tools tool NOUN istl-1691 196 26 used use VERB istl-1691 196 27 by by ADP istl-1691 196 28 researchers researcher NOUN istl-1691 196 29 . . PUNCT istl-1691 197 1 for for ADP istl-1691 197 2 instance instance NOUN istl-1691 197 3 , , PUNCT istl-1691 197 4 in in ADP istl-1691 197 5 a a DET istl-1691 197 6 2012 2012 NUM istl-1691 197 7 online online ADJ istl-1691 197 8 poll poll NOUN istl-1691 197 9 , , PUNCT istl-1691 197 10 r r NOUN istl-1691 197 11 ( ( PUNCT istl-1691 197 12 30.7 30.7 NUM istl-1691 197 13 % % NOUN istl-1691 197 14 ) ) PUNCT istl-1691 197 15 was be AUX istl-1691 197 16 used use VERB istl-1691 197 17 on on ADP istl-1691 197 18 par par NOUN istl-1691 197 19 with with ADP istl-1691 197 20 excel excel PROPN istl-1691 197 21 ( ( PUNCT istl-1691 197 22 29.8 29.8 NUM istl-1691 197 23 % % NOUN istl-1691 197 24 ) ) PUNCT istl-1691 197 25 for for ADP istl-1691 197 26 processing processing NOUN istl-1691 197 27 and and CCONJ istl-1691 197 28 analysis analysis NOUN istl-1691 197 29 ( ( PUNCT istl-1691 197 30 chen chen PROPN istl-1691 197 31 2014 2014 NUM istl-1691 197 32 ) ) PUNCT istl-1691 197 33 . . PUNCT istl-1691 198 1 the the DET istl-1691 198 2 results result NOUN istl-1691 198 3 of of ADP istl-1691 198 4 the the DET istl-1691 198 5 2015 2015 NUM istl-1691 198 6 polls poll NOUN istl-1691 198 7 indicated indicate VERB istl-1691 198 8 that that SCONJ istl-1691 198 9 r r NOUN istl-1691 198 10 is be AUX istl-1691 198 11 used use VERB istl-1691 198 12 by by ADP istl-1691 198 13 almost almost ADV istl-1691 198 14 47 47 NUM istl-1691 198 15 % % NOUN istl-1691 198 16 of of ADP istl-1691 198 17 respondents respondent NOUN istl-1691 198 18 and and CCONJ istl-1691 198 19 its its PRON istl-1691 198 20 use use NOUN istl-1691 198 21 has have AUX istl-1691 198 22 been be AUX istl-1691 198 23 steadily steadily ADV istl-1691 198 24 growing grow VERB istl-1691 198 25 in in ADP istl-1691 198 26 the the DET istl-1691 198 27 last last ADJ istl-1691 198 28 three three NUM istl-1691 198 29 years year NOUN istl-1691 198 30 while while SCONJ istl-1691 198 31 excel excel NOUN istl-1691 198 32 use use NOUN istl-1691 198 33 has have AUX istl-1691 198 34 been be AUX istl-1691 198 35 declining decline VERB istl-1691 198 36 to to ADP istl-1691 198 37 a a DET istl-1691 198 38 current current ADJ istl-1691 198 39 low low NOUN istl-1691 198 40 of of ADP istl-1691 198 41 23 23 NUM istl-1691 198 42 % % NOUN istl-1691 198 43 . . PUNCT istl-1691 199 1 the the DET istl-1691 199 2 discrepancy discrepancy NOUN istl-1691 199 3 observed observe VERB istl-1691 199 4 between between ADP istl-1691 199 5 the the DET istl-1691 199 6 two two NUM istl-1691 199 7 groups group NOUN istl-1691 199 8 of of ADP istl-1691 199 9 respondents respondent NOUN istl-1691 199 10 with with ADP istl-1691 199 11 regard regard NOUN istl-1691 199 12 to to ADP istl-1691 199 13 the the DET istl-1691 199 14 use use NOUN istl-1691 199 15 of of ADP istl-1691 199 16 excel excel PROPN istl-1691 199 17 may may AUX istl-1691 199 18 simply simply ADV istl-1691 199 19 indicate indicate VERB istl-1691 199 20 that that SCONJ istl-1691 199 21 these these DET istl-1691 199 22 groups group NOUN istl-1691 199 23 use use VERB istl-1691 199 24 different different ADJ istl-1691 199 25 tools tool NOUN istl-1691 199 26 to to PART istl-1691 199 27 analyze analyze VERB istl-1691 199 28 their their PRON istl-1691 199 29 data datum NOUN istl-1691 199 30 . . PUNCT istl-1691 200 1 the the DET istl-1691 200 2 poll poll NOUN istl-1691 200 3 reported report VERB istl-1691 200 4 by by ADP istl-1691 200 5 chen chen PROPN istl-1691 200 6 focuses focus VERB istl-1691 200 7 on on ADP istl-1691 200 8 big big ADJ istl-1691 200 9 data datum NOUN istl-1691 200 10 . . PUNCT istl-1691 201 1 in in ADP istl-1691 201 2 our our PRON istl-1691 201 3 study study NOUN istl-1691 201 4 , , PUNCT istl-1691 201 5 only only ADV istl-1691 201 6 two two NUM istl-1691 201 7 researchers researcher NOUN istl-1691 201 8 identified identify VERB istl-1691 201 9 that that SCONJ istl-1691 201 10 they they PRON istl-1691 201 11 had have VERB istl-1691 201 12 total total ADJ istl-1691 201 13 data data NOUN istl-1691 201 14 sizes size NOUN istl-1691 201 15 exceeding exceed VERB istl-1691 201 16 100 100 NUM istl-1691 201 17 tb tb NOUN istl-1691 201 18 . . PUNCT istl-1691 202 1 however however ADV istl-1691 202 2 , , PUNCT istl-1691 202 3 excel excel PROPN istl-1691 202 4 is be AUX istl-1691 202 5 used use VERB istl-1691 202 6 by by ADP istl-1691 202 7 most most ADJ istl-1691 202 8 researchers researcher NOUN istl-1691 202 9 in in ADP istl-1691 202 10 our our PRON istl-1691 202 11 study study NOUN istl-1691 202 12 ( ( PUNCT istl-1691 202 13 93 93 NUM istl-1691 202 14 % % NOUN istl-1691 202 15 ) ) PUNCT istl-1691 202 16 and and CCONJ istl-1691 202 17 there there PRON istl-1691 202 18 is be VERB istl-1691 202 19 no no DET istl-1691 202 20 influence influence NOUN istl-1691 202 21 of of ADP istl-1691 202 22 data data NOUN istl-1691 202 23 size size NOUN istl-1691 202 24 on on ADP istl-1691 202 25 its its PRON istl-1691 202 26 use use NOUN istl-1691 202 27 while while SCONJ istl-1691 202 28 the the DET istl-1691 202 29 use use NOUN istl-1691 202 30 of of ADP istl-1691 202 31 r r NOUN istl-1691 202 32 is be AUX istl-1691 202 33 strongly strongly ADV istl-1691 202 34 correlated correlate VERB istl-1691 202 35 with with ADP istl-1691 202 36 data datum NOUN istl-1691 202 37 size size NOUN istl-1691 202 38 . . PUNCT istl-1691 203 1 librarians librarian NOUN istl-1691 203 2 should should AUX istl-1691 203 3 continue continue VERB istl-1691 203 4 to to PART istl-1691 203 5 monitor monitor VERB istl-1691 203 6 this this PRON istl-1691 203 7 to to PART istl-1691 203 8 see see VERB istl-1691 203 9 if if SCONJ istl-1691 203 10 the the DET istl-1691 203 11 college college NOUN istl-1691 203 12 has have VERB istl-1691 203 13 slower slow ADJ istl-1691 203 14 adopters adopter NOUN istl-1691 203 15 of of ADP istl-1691 203 16 certain certain ADJ istl-1691 203 17 data datum NOUN istl-1691 203 18 tools tool NOUN istl-1691 203 19 , , PUNCT istl-1691 203 20 or or CCONJ istl-1691 203 21 if if SCONJ istl-1691 203 22 this this PRON istl-1691 203 23 marks mark VERB istl-1691 203 24 a a DET istl-1691 203 25 unique unique ADJ istl-1691 203 26 difference difference NOUN istl-1691 203 27 of of ADP istl-1691 203 28 these these DET istl-1691 203 29 disciplines discipline NOUN istl-1691 203 30 . . PUNCT istl-1691 204 1 conclusion conclusion VERB istl-1691 204 2 this this DET istl-1691 204 3 research research NOUN istl-1691 204 4 highlights highlight VERB istl-1691 204 5 the the DET istl-1691 204 6 need need NOUN istl-1691 204 7 for for ADP istl-1691 204 8 further far ADV istl-1691 204 9 , , PUNCT istl-1691 204 10 in in ADP istl-1691 204 11 - - PUNCT istl-1691 204 12 depth depth NOUN istl-1691 204 13 study study NOUN istl-1691 204 14 of of ADP istl-1691 204 15 the the DET istl-1691 204 16 college college NOUN istl-1691 204 17 , , PUNCT istl-1691 204 18 particularly particularly ADV istl-1691 204 19 focusing focus VERB istl-1691 204 20 on on ADP istl-1691 204 21 qualitative qualitative ADJ istl-1691 204 22 methods method NOUN istl-1691 204 23 . . PUNCT istl-1691 205 1 a a DET istl-1691 205 2 future future ADJ istl-1691 205 3 study study NOUN istl-1691 205 4 could could AUX istl-1691 205 5 yield yield VERB istl-1691 205 6 a a DET istl-1691 205 7 better well ADJ istl-1691 205 8 understanding understanding NOUN istl-1691 205 9 of of ADP istl-1691 205 10 how how SCONJ istl-1691 205 11 needs need NOUN istl-1691 205 12 vary vary VERB istl-1691 205 13 by by ADP istl-1691 205 14 department department NOUN istl-1691 205 15 or or CCONJ istl-1691 205 16 discipline discipline NOUN istl-1691 205 17 , , PUNCT istl-1691 205 18 and and CCONJ istl-1691 205 19 identify identify VERB istl-1691 205 20 which which PRON istl-1691 205 21 data data NOUN istl-1691 205 22 services service NOUN istl-1691 205 23 should should AUX istl-1691 205 24 be be AUX istl-1691 205 25 strengthened strengthen VERB istl-1691 205 26 or or CCONJ istl-1691 205 27 more more ADV istl-1691 205 28 aggressively aggressively ADV istl-1691 205 29 promoted promote VERB istl-1691 205 30 . . PUNCT istl-1691 206 1 it it PRON istl-1691 206 2 could could AUX istl-1691 206 3 help help VERB istl-1691 206 4 predict predict VERB istl-1691 206 5 tools tool NOUN istl-1691 206 6 and and CCONJ istl-1691 206 7 storage storage NOUN istl-1691 206 8 needs need NOUN istl-1691 206 9 so so SCONJ istl-1691 206 10 that that SCONJ istl-1691 206 11 the the DET istl-1691 206 12 libraries library NOUN istl-1691 206 13 can can AUX istl-1691 206 14 be be AUX istl-1691 206 15 better well ADV istl-1691 206 16 positioned position VERB istl-1691 206 17 to to PART istl-1691 206 18 serve serve VERB istl-1691 206 19 these these DET istl-1691 206 20 needs need NOUN istl-1691 206 21 . . PUNCT istl-1691 207 1 future future ADJ istl-1691 207 2 research research NOUN istl-1691 207 3 might might AUX istl-1691 207 4 expand expand VERB istl-1691 207 5 this this DET istl-1691 207 6 study study NOUN istl-1691 207 7 to to PART istl-1691 207 8 look look VERB istl-1691 207 9 for for ADP istl-1691 207 10 common common ADJ istl-1691 207 11 needs need NOUN istl-1691 207 12 and and CCONJ istl-1691 207 13 behaviors behavior NOUN istl-1691 207 14 across across ADP istl-1691 207 15 colleges college NOUN istl-1691 207 16 of of ADP istl-1691 207 17 agriculture agriculture NOUN istl-1691 207 18 at at ADP istl-1691 207 19 multiple multiple ADJ istl-1691 207 20 institutions institution NOUN istl-1691 207 21 . . PUNCT istl-1691 208 1 librarians librarian NOUN istl-1691 208 2 can can AUX istl-1691 208 3 support support VERB istl-1691 208 4 emerging emerge VERB istl-1691 208 5 and and CCONJ istl-1691 208 6 existing exist VERB istl-1691 208 7 data datum NOUN istl-1691 208 8 needs need NOUN istl-1691 208 9 , , PUNCT istl-1691 208 10 especially especially ADV istl-1691 208 11 in in ADP istl-1691 208 12 teaching teach VERB istl-1691 208 13 data data NOUN istl-1691 208 14 literacy literacy NOUN istl-1691 208 15 , , PUNCT istl-1691 208 16 but but CCONJ istl-1691 208 17 researchers researcher NOUN istl-1691 208 18 must must AUX istl-1691 208 19 be be AUX istl-1691 208 20 aware aware ADJ istl-1691 208 21 of of ADP istl-1691 208 22 these these DET istl-1691 208 23 services service NOUN istl-1691 208 24 to to PART istl-1691 208 25 take take VERB istl-1691 208 26 advantage advantage NOUN istl-1691 208 27 of of ADP istl-1691 208 28 them they PRON istl-1691 208 29 . . PUNCT istl-1691 209 1 libraries library NOUN istl-1691 209 2 must must AUX istl-1691 209 3 be be AUX istl-1691 209 4 more more ADV istl-1691 209 5 explicit explicit ADJ istl-1691 209 6 in in ADP istl-1691 209 7 promoting promote VERB istl-1691 209 8 the the DET istl-1691 209 9 services service NOUN istl-1691 209 10 . . PUNCT istl-1691 210 1 many many ADJ istl-1691 210 2 professions profession NOUN istl-1691 210 3 are be AUX istl-1691 210 4 active active ADJ istl-1691 210 5 in in ADP istl-1691 210 6 establishing establish VERB istl-1691 210 7 a a DET istl-1691 210 8 stake stake NOUN istl-1691 210 9 in in ADP istl-1691 210 10 data data NOUN istl-1691 210 11 services service NOUN istl-1691 210 12 , , PUNCT istl-1691 210 13 but but CCONJ istl-1691 210 14 libraries library NOUN istl-1691 210 15 are be AUX istl-1691 210 16 uniquely uniquely ADV istl-1691 210 17 poised poise VERB istl-1691 210 18 to to PART istl-1691 210 19 play play VERB istl-1691 210 20 a a DET istl-1691 210 21 leading leading ADJ istl-1691 210 22 role role NOUN istl-1691 210 23 . . PUNCT istl-1691 211 1 librarians librarian NOUN istl-1691 211 2 are be AUX istl-1691 211 3 looking look VERB istl-1691 211 4 at at ADP istl-1691 211 5 small small ADJ istl-1691 211 6 details detail NOUN istl-1691 211 7 and and CCONJ istl-1691 211 8 big big ADJ istl-1691 211 9 implications implication NOUN istl-1691 211 10 . . PUNCT istl-1691 212 1 librarians librarian NOUN istl-1691 212 2 must must AUX istl-1691 212 3 also also ADV istl-1691 212 4 be be AUX istl-1691 212 5 explicit explicit ADJ istl-1691 212 6 in in ADP istl-1691 212 7 the the DET istl-1691 212 8 specific specific ADJ istl-1691 212 9 value value NOUN istl-1691 212 10 proposition proposition NOUN istl-1691 212 11 for for ADP istl-1691 212 12 data data NOUN istl-1691 212 13 management management NOUN istl-1691 212 14 . . PUNCT istl-1691 213 1 with with ADP istl-1691 213 2 this this DET istl-1691 213 3 type type NOUN istl-1691 213 4 of of ADP istl-1691 213 5 research research NOUN istl-1691 213 6 , , PUNCT istl-1691 213 7 librarians librarians PROPN istl-1691 213 8 can can AUX istl-1691 213 9 begin begin VERB istl-1691 213 10 to to PART istl-1691 213 11 summarize summarize VERB istl-1691 213 12 and and CCONJ istl-1691 213 13 present present VERB istl-1691 213 14 their their PRON istl-1691 213 15 usefulness usefulness NOUN istl-1691 213 16 to to ADP istl-1691 213 17 administrators administrator NOUN istl-1691 213 18 , , PUNCT istl-1691 213 19 educators educator NOUN istl-1691 213 20 , , PUNCT istl-1691 213 21 faculty faculty NOUN istl-1691 213 22 and and CCONJ istl-1691 213 23 students student NOUN istl-1691 213 24 with with ADP istl-1691 213 25 data datum NOUN istl-1691 213 26 service service NOUN istl-1691 213 27 needs need NOUN istl-1691 213 28 . . PUNCT istl-1691 214 1 library library NOUN istl-1691 214 2 and and CCONJ istl-1691 214 3 information information NOUN istl-1691 214 4 science science NOUN istl-1691 214 5 professionals professional NOUN istl-1691 214 6 need need VERB istl-1691 214 7 to to PART istl-1691 214 8 have have VERB istl-1691 214 9 an an DET istl-1691 214 10 answer answer NOUN istl-1691 214 11 ready ready ADJ istl-1691 214 12 for for ADP istl-1691 214 13 the the DET istl-1691 214 14 " " PUNCT istl-1691 214 15 why why SCONJ istl-1691 214 16 libraries library NOUN istl-1691 214 17 ? ? PUNCT istl-1691 214 18 " " PUNCT istl-1691 214 19 question question NOUN istl-1691 214 20 , , PUNCT istl-1691 214 21 and and CCONJ istl-1691 214 22 establish establish VERB istl-1691 214 23 or or CCONJ istl-1691 214 24 strengthen strengthen VERB istl-1691 214 25 their their PRON istl-1691 214 26 roles role NOUN istl-1691 214 27 as as ADP istl-1691 214 28 data data NOUN istl-1691 214 29 managers manager NOUN istl-1691 214 30 , , PUNCT istl-1691 214 31 data datum NOUN istl-1691 214 32 consultants consultant NOUN istl-1691 214 33 and and CCONJ istl-1691 214 34 data data NOUN istl-1691 214 35 literacy literacy NOUN istl-1691 214 36 educators educator NOUN istl-1691 214 37 on on ADP istl-1691 214 38 campus campus NOUN istl-1691 214 39 and and CCONJ istl-1691 214 40 at at ADP istl-1691 214 41 administrative administrative ADJ istl-1691 214 42 , , PUNCT istl-1691 214 43 disciplinary disciplinary ADJ istl-1691 214 44 , , PUNCT istl-1691 214 45 national national ADJ istl-1691 214 46 , , PUNCT istl-1691 214 47 and and CCONJ istl-1691 214 48 international international ADJ istl-1691 214 49 levels level NOUN istl-1691 214 50 . . PUNCT istl-1691 215 1 references reference NOUN istl-1691 215 2 borgman borgman PROPN istl-1691 215 3 , , PUNCT istl-1691 215 4 c.l c.l PROPN istl-1691 215 5 . . PROPN istl-1691 215 6 , , PUNCT istl-1691 215 7 darch darch PROPN istl-1691 215 8 , , PUNCT istl-1691 215 9 p.t p.t PROPN istl-1691 215 10 . . PROPN istl-1691 215 11 , , PUNCT istl-1691 215 12 sands sand NOUN istl-1691 215 13 , , PUNCT istl-1691 215 14 a.e a.e PROPN istl-1691 215 15 . . PROPN istl-1691 215 16 , , PUNCT istl-1691 215 17 pasquetto pasquetto PROPN istl-1691 215 18 , , PUNCT istl-1691 215 19 i.v i.v PROPN istl-1691 215 20 . . PROPN istl-1691 215 21 , , PUNCT istl-1691 215 22 golshan golshan PROPN istl-1691 215 23 , , PUNCT istl-1691 215 24 m.s m.s PROPN istl-1691 215 25 . . PROPN istl-1691 215 26 , , PUNCT istl-1691 215 27 wallis wallis PROPN istl-1691 215 28 , , PUNCT istl-1691 215 29 j.c j.c PROPN istl-1691 215 30 . . PROPN istl-1691 215 31 , , PUNCT istl-1691 215 32 & & CCONJ istl-1691 215 33 traweek traweek PROPN istl-1691 215 34 , , PUNCT istl-1691 215 35 s. s. PROPN istl-1691 215 36 2015 2015 NUM istl-1691 215 37 . . PUNCT istl-1691 216 1 knowledge knowledge NOUN istl-1691 216 2 infrastructures infrastructure NOUN istl-1691 216 3 in in ADP istl-1691 216 4 science science NOUN istl-1691 216 5 : : PUNCT istl-1691 216 6 data datum NOUN istl-1691 216 7 , , PUNCT istl-1691 216 8 diversity diversity NOUN istl-1691 216 9 , , PUNCT istl-1691 216 10 and and CCONJ istl-1691 216 11 digital digital ADJ istl-1691 216 12 libraries library NOUN istl-1691 216 13 . . PUNCT istl-1691 217 1 international international ADJ istl-1691 217 2 journal journal PROPN istl-1691 217 3 on on ADP istl-1691 217 4 digital digital ADJ istl-1691 217 5 libraries library NOUN istl-1691 217 6 16(3 16(3 NUM istl-1691 217 7 ) ) PUNCT istl-1691 217 8 , , PUNCT istl-1691 217 9 207 207 NUM istl-1691 217 10 - - SYM istl-1691 217 11 227 227 NUM istl-1691 217 12 . . PUNCT istl-1691 218 1 doi doi PROPN istl-1691 218 2 : : PUNCT istl-1691 218 3 10.1007 10.1007 NUM istl-1691 218 4 / / SYM istl-1691 218 5 s00799 s00799 NOUN istl-1691 218 6 - - PUNCT istl-1691 218 7 015 015 NUM istl-1691 218 8 - - PUNCT istl-1691 218 9 0157 0157 NUM istl-1691 218 10 - - PUNCT istl-1691 218 11 z z NOUN istl-1691 218 12 bracke bracke NOUN istl-1691 218 13 , , PUNCT istl-1691 218 14 m.s m.s PROPN istl-1691 218 15 . . PROPN istl-1691 218 16 & & CCONJ istl-1691 218 17 fosmire fosmire PROPN istl-1691 218 18 , , PUNCT istl-1691 218 19 m. m. NOUN istl-1691 218 20 2015 2015 NUM istl-1691 218 21 . . PUNCT istl-1691 219 1 teaching teach VERB istl-1691 219 2 data data NOUN istl-1691 219 3 information information NOUN istl-1691 219 4 literacy literacy NOUN istl-1691 219 5 skills skill NOUN istl-1691 219 6 in in ADP istl-1691 219 7 a a DET istl-1691 219 8 library library NOUN istl-1691 219 9 workshop workshop NOUN istl-1691 219 10 setting setting NOUN istl-1691 219 11 : : PUNCT istl-1691 219 12 a a DET istl-1691 219 13 case case NOUN istl-1691 219 14 study study NOUN istl-1691 219 15 in in ADP istl-1691 219 16 agricultural agricultural ADJ istl-1691 219 17 and and CCONJ istl-1691 219 18 biological biological ADJ istl-1691 219 19 engineering engineering NOUN istl-1691 219 20 . . PUNCT istl-1691 220 1 in in ADP istl-1691 220 2 : : PUNCT istl-1691 220 3 carlson carlson PROPN istl-1691 220 4 , , PUNCT istl-1691 220 5 j. j. PROPN istl-1691 220 6 and and CCONJ istl-1691 220 7 johnston johnston PROPN istl-1691 220 8 , , PUNCT istl-1691 220 9 l. l. PROPN istl-1691 220 10 r. r. PROPN istl-1691 220 11 editors editors PROPN istl-1691 220 12 . . PUNCT istl-1691 221 1 data data NOUN istl-1691 221 2 information information NOUN istl-1691 221 3 literacy literacy NOUN istl-1691 221 4 : : PUNCT istl-1691 221 5 librarians librarian NOUN istl-1691 221 6 , , PUNCT istl-1691 221 7 data datum NOUN istl-1691 221 8 , , PUNCT istl-1691 221 9 and and CCONJ istl-1691 221 10 the the DET istl-1691 221 11 education education NOUN istl-1691 221 12 of of ADP istl-1691 221 13 a a DET istl-1691 221 14 new new ADJ istl-1691 221 15 generation generation NOUN istl-1691 221 16 of of ADP istl-1691 221 17 researchers researcher NOUN istl-1691 221 18 . . PUNCT istl-1691 222 1 west west PROPN istl-1691 222 2 lafayette lafayette PROPN istl-1691 222 3 ( ( PUNCT istl-1691 222 4 in in ADP istl-1691 222 5 ): ): PUNCT istl-1691 222 6 purdue purdue PROPN istl-1691 222 7 university university PROPN istl-1691 222 8 press press NOUN istl-1691 222 9 . . PUNCT istl-1691 223 1 p.129 p.129 PROPN istl-1691 223 2 - - PUNCT istl-1691 223 3 148 148 NUM istl-1691 223 4 . . PUNCT istl-1691 224 1 carlson carlson PROPN istl-1691 224 2 , , PUNCT istl-1691 224 3 j. j. PROPN istl-1691 224 4 & & CCONJ istl-1691 224 5 bracke bracke PROPN istl-1691 224 6 , , PUNCT istl-1691 224 7 m. m. NOUN istl-1691 224 8 2015 2015 NUM istl-1691 224 9 . . PUNCT istl-1691 225 1 planting plant VERB istl-1691 225 2 the the DET istl-1691 225 3 seeds seed NOUN istl-1691 225 4 for for ADP istl-1691 225 5 data data NOUN istl-1691 225 6 literacy literacy NOUN istl-1691 225 7 : : PUNCT istl-1691 225 8 lessons lesson NOUN istl-1691 225 9 learned learn VERB istl-1691 225 10 from from ADP istl-1691 225 11 a a DET istl-1691 225 12 student student NOUN istl-1691 225 13 - - PUNCT istl-1691 225 14 centered center VERB istl-1691 225 15 education education NOUN istl-1691 225 16 program program NOUN istl-1691 225 17 . . PUNCT istl-1691 226 1 international international ADJ istl-1691 226 2 journal journal PROPN istl-1691 226 3 of of ADP istl-1691 226 4 digital digital ADJ istl-1691 226 5 curation curation NOUN istl-1691 226 6 10(1 10(1 NUM istl-1691 226 7 ) ) PUNCT istl-1691 226 8 , , PUNCT istl-1691 226 9 95 95 NUM istl-1691 226 10 - - SYM istl-1691 226 11 110 110 NUM istl-1691 226 12 . . PUNCT istl-1691 226 13 doi:10.2218 doi:10.2218 PROPN istl-1691 226 14 / / SYM istl-1691 226 15 ijdc.v10i1.348 ijdc.v10i1.348 PROPN istl-1691 226 16 carlson carlson PROPN istl-1691 226 17 , , PUNCT istl-1691 226 18 j. j. PROPN istl-1691 226 19 , , PUNCT istl-1691 226 20 fosmire fosmire PROPN istl-1691 226 21 , , PUNCT istl-1691 226 22 m. m. NOUN istl-1691 226 23 , , PUNCT istl-1691 226 24 miller miller PROPN istl-1691 226 25 , , PUNCT istl-1691 226 26 c.c c.c PROPN istl-1691 226 27 . . PROPN istl-1691 226 28 , , PUNCT istl-1691 226 29 & & CCONJ istl-1691 226 30 nelson nelson PROPN istl-1691 226 31 , , PUNCT istl-1691 226 32 m.s m.s PROPN istl-1691 226 33 . . PROPN istl-1691 226 34 2011 2011 NUM istl-1691 226 35 . . PUNCT istl-1691 227 1 determining determine VERB istl-1691 227 2 data datum NOUN istl-1691 227 3 information information NOUN istl-1691 227 4 literacy literacy NOUN istl-1691 227 5 needs need VERB istl-1691 227 6 : : PUNCT istl-1691 227 7 a a DET istl-1691 227 8 study study NOUN istl-1691 227 9 of of ADP istl-1691 227 10 students student NOUN istl-1691 227 11 and and CCONJ istl-1691 227 12 research research NOUN istl-1691 227 13 faculty faculty NOUN istl-1691 227 14 . . PUNCT istl-1691 228 1 portal portal ADJ istl-1691 228 2 : : PUNCT istl-1691 228 3 libraries library NOUN istl-1691 228 4 and and CCONJ istl-1691 228 5 the the DET istl-1691 228 6 academy academy NOUN istl-1691 228 7 11(2 11(2 NUM istl-1691 228 8 ): ): PUNCT istl-1691 228 9 629 629 NUM istl-1691 228 10 - - SYM istl-1691 228 11 657 657 NUM istl-1691 228 12 . . PUNCT istl-1691 229 1 doi:10.1353 doi:10.1353 PROPN istl-1691 229 2 / / SYM istl-1691 229 3 pla.2011.0022 pla.2011.0022 X istl-1691 229 4 carlson carlson PROPN istl-1691 229 5 , , PUNCT istl-1691 229 6 j. j. PROPN istl-1691 229 7 , , PUNCT istl-1691 229 8 nelson nelson PROPN istl-1691 229 9 , , PUNCT istl-1691 229 10 m.s m.s PROPN istl-1691 229 11 . . PROPN istl-1691 229 12 , , PUNCT istl-1691 229 13 johnston johnston PROPN istl-1691 229 14 , , PUNCT istl-1691 229 15 l.r l.r PROPN istl-1691 229 16 . . PROPN istl-1691 229 17 & & CCONJ istl-1691 229 18 koshoffer koshoffer PROPN istl-1691 229 19 , , PUNCT istl-1691 229 20 a. a. NOUN istl-1691 229 21 2015 2015 NUM istl-1691 229 22 . . PUNCT istl-1691 230 1 developing develop VERB istl-1691 230 2 data datum NOUN istl-1691 230 3 literacy literacy NOUN istl-1691 230 4 programs program NOUN istl-1691 230 5 : : PUNCT istl-1691 230 6 working work VERB istl-1691 230 7 with with ADP istl-1691 230 8 faculty faculty NOUN istl-1691 230 9 , , PUNCT istl-1691 230 10 graduate graduate NOUN istl-1691 230 11 students student NOUN istl-1691 230 12 and and CCONJ istl-1691 230 13 undergraduates undergraduate NOUN istl-1691 230 14 . . PUNCT istl-1691 231 1 bulletin bulletin NOUN istl-1691 231 2 of of ADP istl-1691 231 3 the the DET istl-1691 231 4 american american ADJ istl-1691 231 5 society society NOUN istl-1691 231 6 for for ADP istl-1691 231 7 information information NOUN istl-1691 231 8 science science NOUN istl-1691 231 9 and and CCONJ istl-1691 231 10 technology technology NOUN istl-1691 231 11 41(6 41(6 NUM istl-1691 231 12 ): ): PUNCT istl-1691 231 13 14 14 NUM istl-1691 231 14 - - SYM istl-1691 231 15 17 17 NUM istl-1691 231 16 . . PUNCT istl-1691 231 17 doi:10.1002 doi:10.1002 NOUN istl-1691 231 18 / / SYM istl-1691 231 19 bult.2015.1720410608 bult.2015.1720410608 PROPN istl-1691 231 20 chen chen PROPN istl-1691 231 21 , , PUNCT istl-1691 231 22 m. m. PROPN istl-1691 231 23 , , PUNCT istl-1691 231 24 mao mao PROPN istl-1691 231 25 , , PUNCT istl-1691 231 26 s. s. PROPN istl-1691 231 27 , , PUNCT istl-1691 231 28 zhang zhang PROPN istl-1691 231 29 , , PUNCT istl-1691 231 30 y. y. PROPN istl-1691 231 31 & & CCONJ istl-1691 231 32 leung leung PROPN istl-1691 231 33 , , PUNCT istl-1691 231 34 v.c v.c PROPN istl-1691 231 35 . . PROPN istl-1691 231 36 2014 2014 NUM istl-1691 231 37 . . PUNCT istl-1691 232 1 big big ADJ istl-1691 232 2 data datum NOUN istl-1691 232 3 analysis analysis NOUN istl-1691 232 4 . . PUNCT istl-1691 233 1 big big ADJ istl-1691 233 2 data datum NOUN istl-1691 233 3 ( ( PUNCT istl-1691 233 4 pp pp PROPN istl-1691 233 5 . . PROPN istl-1691 233 6 51 51 NUM istl-1691 233 7 - - SYM istl-1691 233 8 58 58 NUM istl-1691 233 9 ): ): PUNCT istl-1691 233 10 springer springer NOUN istl-1691 233 11 . . PUNCT istl-1691 234 1 davis davis PROPN istl-1691 234 2 , , PUNCT istl-1691 234 3 m.l.e.s m.l.e.s PROPN istl-1691 234 4 . . PROPN istl-1691 234 5 , , PUNCT istl-1691 234 6 tenopir tenopir PROPN istl-1691 234 7 , , PUNCT istl-1691 234 8 c. c. PROPN istl-1691 234 9 , , PUNCT istl-1691 234 10 allard allard PROPN istl-1691 234 11 , , PUNCT istl-1691 234 12 s. s. PROPN istl-1691 234 13 & & CCONJ istl-1691 234 14 frame frame PROPN istl-1691 234 15 , , PUNCT istl-1691 234 16 m.t m.t PROPN istl-1691 234 17 . . PROPN istl-1691 234 18 2014 2014 NUM istl-1691 234 19 . . PUNCT istl-1691 235 1 facilitating facilitate VERB istl-1691 235 2 access access NOUN istl-1691 235 3 to to ADP istl-1691 235 4 biodiversity biodiversity NOUN istl-1691 235 5 information information NOUN istl-1691 235 6 : : PUNCT istl-1691 235 7 a a DET istl-1691 235 8 survey survey NOUN istl-1691 235 9 of of ADP istl-1691 235 10 users user NOUN istl-1691 235 11 ' ' PART istl-1691 235 12 needs need NOUN istl-1691 235 13 and and CCONJ istl-1691 235 14 practices practice NOUN istl-1691 235 15 . . PUNCT istl-1691 236 1 environmental environmental ADJ istl-1691 236 2 management management NOUN istl-1691 236 3 53(3 53(3 NUM istl-1691 236 4 ) ) PUNCT istl-1691 236 5 , , PUNCT istl-1691 236 6 690 690 NUM istl-1691 236 7 - - SYM istl-1691 236 8 701 701 NUM istl-1691 236 9 . . PUNCT istl-1691 237 1 doi:10.1007 doi:10.1007 PROPN istl-1691 237 2 / / SYM istl-1691 237 3 s00267 s00267 PROPN istl-1691 237 4 - - PUNCT istl-1691 237 5 014 014 NUM istl-1691 237 6 - - PUNCT istl-1691 237 7 0229 0229 NUM istl-1691 237 8 - - SYM istl-1691 237 9 7 7 NUM istl-1691 237 10 diekema diekema NOUN istl-1691 237 11 , , PUNCT istl-1691 237 12 a.r a.r PROPN istl-1691 237 13 . . PROPN istl-1691 237 14 , , PUNCT istl-1691 237 15 wesolek wesolek PROPN istl-1691 237 16 , , PUNCT istl-1691 237 17 a. a. PROPN istl-1691 237 18 , , PUNCT istl-1691 237 19 & & CCONJ istl-1691 237 20 walters walters PROPN istl-1691 237 21 , , PUNCT istl-1691 237 22 c.d c.d PROPN istl-1691 237 23 . . PROPN istl-1691 237 24 2014 2014 NUM istl-1691 237 25 . . PUNCT istl-1691 238 1 the the DET istl-1691 238 2 nsf nsf PROPN istl-1691 238 3 / / SYM istl-1691 238 4 nih nih PROPN istl-1691 238 5 effect effect NOUN istl-1691 238 6 : : PUNCT istl-1691 238 7 surveying survey VERB istl-1691 238 8 the the DET istl-1691 238 9 effect effect NOUN istl-1691 238 10 of of ADP istl-1691 238 11 data data NOUN istl-1691 238 12 management management NOUN istl-1691 238 13 requirements requirement NOUN istl-1691 238 14 on on ADP istl-1691 238 15 faculty faculty NOUN istl-1691 238 16 , , PUNCT istl-1691 238 17 sponsored sponsor VERB istl-1691 238 18 programs program NOUN istl-1691 238 19 , , PUNCT istl-1691 238 20 and and CCONJ istl-1691 238 21 institutional institutional ADJ istl-1691 238 22 repositories repository NOUN istl-1691 238 23 . . PUNCT istl-1691 239 1 the the DET istl-1691 239 2 journal journal NOUN istl-1691 239 3 of of ADP istl-1691 239 4 academic academic ADJ istl-1691 239 5 librarianship librarianship NOUN istl-1691 239 6 40(3 40(3 NUM istl-1691 239 7 ) ) PUNCT istl-1691 239 8 , , PUNCT istl-1691 239 9 322 322 NUM istl-1691 239 10 - - SYM istl-1691 239 11 331 331 NUM istl-1691 239 12 . . PUNCT istl-1691 240 1 doi:10.1016 doi:10.1016 PROPN istl-1691 240 2 / / SYM istl-1691 240 3 j.acalib.2014.04.010 j.acalib.2014.04.010 PROPN istl-1691 240 4 diekmann diekmann PROPN istl-1691 240 5 , , PUNCT istl-1691 240 6 f. f. PROPN istl-1691 240 7 2012 2012 NUM istl-1691 240 8 . . PUNCT istl-1691 241 1 data data NOUN istl-1691 241 2 practices practice NOUN istl-1691 241 3 of of ADP istl-1691 241 4 agricultural agricultural ADJ istl-1691 241 5 scientists scientist NOUN istl-1691 241 6 : : PUNCT istl-1691 241 7 results result NOUN istl-1691 241 8 from from ADP istl-1691 241 9 an an DET istl-1691 241 10 exploratory exploratory ADJ istl-1691 241 11 study study NOUN istl-1691 241 12 . . PUNCT istl-1691 242 1 journal journal PROPN istl-1691 242 2 of of ADP istl-1691 242 3 agricultural agricultural PROPN istl-1691 242 4 & & CCONJ istl-1691 242 5 food food PROPN istl-1691 242 6 information information NOUN istl-1691 242 7 13(1 13(1 NUM istl-1691 242 8 ): ): PUNCT istl-1691 242 9 14 14 NUM istl-1691 242 10 - - SYM istl-1691 242 11 34 34 NUM istl-1691 242 12 . . PUNCT istl-1691 243 1 doi:10.1080/10496505.2012.636005 doi:10.1080/10496505.2012.636005 PROPN istl-1691 243 2 fernandez fernandez NOUN istl-1691 243 3 , , PUNCT istl-1691 243 4 p. p. PROPN istl-1691 243 5 , , PUNCT istl-1691 243 6 eaker eaker PROPN istl-1691 243 7 , , PUNCT istl-1691 243 8 c. c. PROPN istl-1691 243 9 , , PUNCT istl-1691 243 10 swauger swauger PROPN istl-1691 243 11 , , PUNCT istl-1691 243 12 s. s. PROPN istl-1691 243 13 & & CCONJ istl-1691 243 14 davis davis PROPN istl-1691 243 15 , , PUNCT istl-1691 243 16 m.s m.s PROPN istl-1691 243 17 . . PROPN istl-1691 243 18 2016 2016 NUM istl-1691 243 19 . . PUNCT istl-1691 244 1 public public ADJ istl-1691 244 2 progress progress NOUN istl-1691 244 3 , , PUNCT istl-1691 244 4 data datum NOUN istl-1691 244 5 management management NOUN istl-1691 244 6 , , PUNCT istl-1691 244 7 and and CCONJ istl-1691 244 8 the the DET istl-1691 244 9 land land NOUN istl-1691 244 10 grant grant NOUN istl-1691 244 11 mission mission NOUN istl-1691 244 12 : : PUNCT istl-1691 244 13 a a DET istl-1691 244 14 survey survey NOUN istl-1691 244 15 of of ADP istl-1691 244 16 agriculture agriculture NOUN istl-1691 244 17 researchers researcher NOUN istl-1691 244 18 ' ' PART istl-1691 244 19 practices practice NOUN istl-1691 244 20 and and CCONJ istl-1691 244 21 attitudes attitude NOUN istl-1691 244 22 at at ADP istl-1691 244 23 two two NUM istl-1691 244 24 land land NOUN istl-1691 244 25 - - PUNCT istl-1691 244 26 grant grant NOUN istl-1691 244 27 institutions institution NOUN istl-1691 244 28 . . PUNCT istl-1691 245 1 issues issue NOUN istl-1691 245 2 in in ADP istl-1691 245 3 science science NOUN istl-1691 245 4 and and CCONJ istl-1691 245 5 technology technology NOUN istl-1691 245 6 librarianship librarianship NOUN istl-1691 245 7 . . PUNCT istl-1691 246 1 doi doi PROPN istl-1691 246 2 : : PUNCT istl-1691 246 3 10.5062 10.5062 NUM istl-1691 246 4 / / SYM istl-1691 246 5 f49p2znn f49p2znn PROPN istl-1691 246 6 heidorn heidorn VERB istl-1691 246 7 , , PUNCT istl-1691 246 8 p.b p.b PROPN istl-1691 246 9 . . PROPN istl-1691 246 10 2011 2011 NUM istl-1691 246 11 . . PUNCT istl-1691 247 1 the the DET istl-1691 247 2 emerging emerge VERB istl-1691 247 3 role role NOUN istl-1691 247 4 of of ADP istl-1691 247 5 libraries library NOUN istl-1691 247 6 in in ADP istl-1691 247 7 data data NOUN istl-1691 247 8 curation curation NOUN istl-1691 247 9 and and CCONJ istl-1691 247 10 e e NOUN istl-1691 247 11 - - NOUN istl-1691 247 12 science science NOUN istl-1691 247 13 . . PUNCT istl-1691 248 1 journal journal PROPN istl-1691 248 2 of of ADP istl-1691 248 3 library library PROPN istl-1691 248 4 administration administration PROPN istl-1691 248 5 51(7 51(7 PROPN istl-1691 248 6 - - PUNCT istl-1691 248 7 8) 8) NUM istl-1691 248 8 , , PUNCT istl-1691 248 9 662 662 NUM istl-1691 248 10 - - SYM istl-1691 248 11 672 672 NUM istl-1691 248 12 . . PUNCT istl-1691 249 1 doi:10.1080/01930826.2011.601269 doi:10.1080/01930826.2011.601269 PROPN istl-1691 249 2 holdren holdren PROPN istl-1691 249 3 , , PUNCT istl-1691 249 4 j.p j.p PROPN istl-1691 249 5 . . PROPN istl-1691 249 6 2010 2010 NUM istl-1691 249 7 . . PUNCT istl-1691 250 1 memorandum memorandum VERB istl-1691 250 2 for for ADP istl-1691 250 3 the the DET istl-1691 250 4 heads head NOUN istl-1691 250 5 of of ADP istl-1691 250 6 executive executive ADJ istl-1691 250 7 departments department NOUN istl-1691 250 8 and and CCONJ istl-1691 250 9 agencies agency NOUN istl-1691 250 10 . . PUNCT istl-1691 251 1 [ [ X istl-1691 251 2 internet internet NOUN istl-1691 251 3 ] ] PUNCT istl-1691 251 4 2016 2016 NUM istl-1691 251 5 october october PROPN istl-1691 251 6 14 14 NUM istl-1691 251 7 . . PUNCT istl-1691 252 1 washington washington PROPN istl-1691 252 2 ( ( PUNCT istl-1691 252 3 dc dc PROPN istl-1691 252 4 ): ): PUNCT istl-1691 252 5 office office NOUN istl-1691 252 6 of of ADP istl-1691 252 7 science science NOUN istl-1691 252 8 and and CCONJ istl-1691 252 9 technology technology NOUN istl-1691 252 10 policy policy NOUN istl-1691 252 11 . . 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PUNCT istl-1691 255 1 available available ADJ istl-1691 255 2 at at ADP istl-1691 255 3 http://www.kdnuggets.com/polls/2015/analytics-data-mining-data-science-software-used.html#table http://www.kdnuggets.com/polls/2015/analytics-data-mining-data-science-software-used.html#table PROPN istl-1691 255 4 lynch lynch PROPN istl-1691 255 5 , , PUNCT istl-1691 255 6 c. c. PROPN istl-1691 255 7 2008 2008 NUM istl-1691 255 8 . . PUNCT istl-1691 256 1 big big ADJ istl-1691 256 2 data datum NOUN istl-1691 256 3 : : PUNCT istl-1691 256 4 how how SCONJ istl-1691 256 5 do do AUX istl-1691 256 6 your your PRON istl-1691 256 7 data data NOUN istl-1691 256 8 grow grow VERB istl-1691 256 9 ? ? PUNCT istl-1691 257 1 nature nature NOUN istl-1691 257 2 , , PUNCT istl-1691 257 3 455(7209 455(7209 NUM istl-1691 257 4 ) ) PUNCT istl-1691 257 5 , , PUNCT istl-1691 257 6 28 28 NUM istl-1691 257 7 - - SYM istl-1691 257 8 29 29 NUM istl-1691 257 9 . . PUNCT istl-1691 257 10 doi:10.1038/455028a doi:10.1038/455028a PROPN istl-1691 257 11 pouchard pouchard PROPN istl-1691 257 12 , , PUNCT istl-1691 257 13 l.c l.c PROPN istl-1691 257 14 . . PROPN istl-1691 257 15 2016 2016 NUM istl-1691 257 16 . . PUNCT istl-1691 258 1 revisiting revisit VERB istl-1691 258 2 the the DET istl-1691 258 3 data data NOUN istl-1691 258 4 life life NOUN istl-1691 258 5 cycle cycle NOUN istl-1691 258 6 with with ADP istl-1691 258 7 big big ADJ istl-1691 258 8 data datum NOUN istl-1691 258 9 curation curation NOUN istl-1691 258 10 . . PUNCT istl-1691 259 1 international international ADJ istl-1691 259 2 journal journal PROPN istl-1691 259 3 of of ADP istl-1691 259 4 digital digital ADJ istl-1691 259 5 curation curation NOUN istl-1691 259 6 . . PUNCT istl-1691 260 1 10(2 10(2 NUM istl-1691 260 2 ): ): PUNCT istl-1691 260 3 176 176 NUM istl-1691 260 4 - - SYM istl-1691 260 5 192 192 NUM istl-1691 260 6 . . PUNCT istl-1691 260 7 doi:10.2218 doi:10.2218 PROPN istl-1691 260 8 / / SYM istl-1691 260 9 ijdc.v10i2.342 ijdc.v10i2.342 PROPN istl-1691 260 10 pouchard pouchard PROPN istl-1691 260 11 , , PUNCT istl-1691 260 12 l.c l.c PROPN istl-1691 260 13 . . PROPN istl-1691 260 14 , , PUNCT istl-1691 260 15 bracke bracke PROPN istl-1691 260 16 , , PUNCT istl-1691 260 17 m.s m.s PROPN istl-1691 260 18 . . PROPN istl-1691 260 19 & & CCONJ istl-1691 260 20 nelson nelson PROPN istl-1691 260 21 , , PUNCT istl-1691 260 22 m.s m.s PROPN istl-1691 260 23 . . PUNCT istl-1691 261 1 [ [ X istl-1691 261 2 internet internet NOUN istl-1691 261 3 ] ] PUNCT istl-1691 261 4 2016 2016 NUM istl-1691 261 5 , , PUNCT istl-1691 261 6 october october PROPN istl-1691 261 7 24 24 NUM istl-1691 261 8 . . PUNCT istl-1691 262 1 data data PROPN istl-1691 262 2 storage storage NOUN istl-1691 262 3 options option NOUN istl-1691 262 4 at at ADP istl-1691 262 5 purdue purdue PROPN istl-1691 262 6 libguide libguide ADV istl-1691 262 7 . . PUNCT istl-1691 263 1 available available ADJ istl-1691 263 2 at at ADP istl-1691 263 3 http://guides.lib.purdue.edu/datastorage http://guides.lib.purdue.edu/datastorage NOUN istl-1691 263 4 sandelowski sandelowski PROPN istl-1691 263 5 , , PUNCT istl-1691 263 6 m. m. NOUN istl-1691 263 7 1995 1995 NUM istl-1691 263 8 . . PUNCT istl-1691 264 1 sample sample NOUN istl-1691 264 2 size size NOUN istl-1691 264 3 in in ADP istl-1691 264 4 qualitative qualitative ADJ istl-1691 264 5 research research NOUN istl-1691 264 6 . . PUNCT istl-1691 265 1 research research NOUN istl-1691 265 2 in in ADP istl-1691 265 3 nursing nursing NOUN istl-1691 265 4 & & CCONJ istl-1691 265 5 health health NOUN istl-1691 265 6 . . PUNCT istl-1691 266 1 18(2 18(2 NUM istl-1691 266 2 ): ): PUNCT istl-1691 266 3 179 179 NUM istl-1691 266 4 - - SYM istl-1691 266 5 183 183 NUM istl-1691 266 6 . . PUNCT istl-1691 266 7 doi:10.1002 doi:10.1002 NOUN istl-1691 266 8 / / SYM istl-1691 266 9 nur.4770180211 nur.4770180211 NOUN istl-1691 266 10 steinhart steinhart NOUN istl-1691 266 11 , , PUNCT istl-1691 266 12 g. g. PROPN istl-1691 266 13 , , PUNCT istl-1691 266 14 chen chen PROPN istl-1691 266 15 , , PUNCT istl-1691 266 16 e. e. PROPN istl-1691 266 17 , , PUNCT istl-1691 266 18 arguillas arguillas PROPN istl-1691 266 19 , , PUNCT istl-1691 266 20 f. f. PROPN istl-1691 266 21 , , PUNCT istl-1691 266 22 dietrich dietrich PROPN istl-1691 266 23 , , PUNCT istl-1691 266 24 d. d. PROPN istl-1691 266 25 & & CCONJ istl-1691 266 26 kramer kramer PROPN istl-1691 266 27 , , PUNCT istl-1691 266 28 s. s. PROPN istl-1691 266 29 2012 2012 NUM istl-1691 266 30 . . PUNCT istl-1691 267 1 prepared prepare VERB istl-1691 267 2 to to PART istl-1691 267 3 plan plan VERB istl-1691 267 4 ? ? PUNCT istl-1691 268 1 a a DET istl-1691 268 2 snapshot snapshot NOUN istl-1691 268 3 of of ADP istl-1691 268 4 researcher researcher NOUN istl-1691 268 5 readiness readiness NOUN istl-1691 268 6 to to PART istl-1691 268 7 address address VERB istl-1691 268 8 data data NOUN istl-1691 268 9 management management NOUN istl-1691 268 10 planning planning NOUN istl-1691 268 11 requirements requirement NOUN istl-1691 268 12 . . PUNCT istl-1691 269 1 journal journal PROPN istl-1691 269 2 of of ADP istl-1691 269 3 escience escience PROPN istl-1691 269 4 librarianship librarianship PROPN istl-1691 269 5 1(2 1(2 NUM istl-1691 269 6 ): ): PUNCT istl-1691 269 7 1 1 X istl-1691 269 8 . . X istl-1691 269 9 doi:10.7191 doi:10.7191 PROPN istl-1691 269 10 / / SYM istl-1691 269 11 jeslib.2012.1008 jeslib.2012.1008 NOUN istl-1691 269 12 tenopir tenopir NOUN istl-1691 269 13 , , PUNCT istl-1691 269 14 c. c. PROPN istl-1691 269 15 , , PUNCT istl-1691 269 16 allard allard PROPN istl-1691 269 17 , , PUNCT istl-1691 269 18 s. s. PROPN istl-1691 269 19 , , PUNCT istl-1691 269 20 douglass douglass PROPN istl-1691 269 21 , , PUNCT istl-1691 269 22 k. k. PROPN istl-1691 269 23 , , PUNCT istl-1691 269 24 aydinoglu aydinoglu PROPN istl-1691 269 25 , , PUNCT istl-1691 269 26 a.u a.u PROPN istl-1691 269 27 . . PROPN istl-1691 269 28 , , PUNCT istl-1691 269 29 wu wu PROPN istl-1691 269 30 , , PUNCT istl-1691 269 31 l. l. PROPN istl-1691 269 32 , , PUNCT istl-1691 269 33 read read VERB istl-1691 269 34 , , PUNCT istl-1691 269 35 e. e. PROPN istl-1691 269 36 , , PUNCT istl-1691 269 37 manoff manoff PROPN istl-1691 269 38 , , PUNCT istl-1691 269 39 m. m. NOUN istl-1691 269 40 & & CCONJ istl-1691 269 41 frame frame NOUN istl-1691 269 42 , , PUNCT istl-1691 269 43 m. m. NOUN istl-1691 269 44 2011 2011 NUM istl-1691 269 45 . . PUNCT istl-1691 270 1 data datum NOUN istl-1691 270 2 sharing sharing NOUN istl-1691 270 3 by by ADP istl-1691 270 4 scientists scientist NOUN istl-1691 270 5 : : PUNCT istl-1691 270 6 practices practice NOUN istl-1691 270 7 and and CCONJ istl-1691 270 8 perceptions perception NOUN istl-1691 270 9 . . PUNCT istl-1691 271 1 plos plo VERB istl-1691 271 2 one one NUM istl-1691 271 3 6(6 6(6 PROPN istl-1691 271 4 ) ) PUNCT istl-1691 271 5 , , PUNCT istl-1691 271 6 e21101 e21101 PROPN istl-1691 271 7 . . PUNCT istl-1691 271 8 doi:10.1371 doi:10.1371 PROPN istl-1691 271 9 / / SYM istl-1691 271 10 journal.pone.0021101 journal.pone.0021101 PROPN istl-1691 271 11 united united PROPN istl-1691 271 12 states states PROPN istl-1691 271 13 department department PROPN istl-1691 271 14 of of ADP istl-1691 271 15 agriculture agriculture NOUN istl-1691 271 16 . . PUNCT istl-1691 272 1 2014 2014 NUM istl-1691 272 2 . . PUNCT istl-1691 273 1 implementation implementation NOUN istl-1691 273 2 plan plan NOUN istl-1691 273 3 to to PART istl-1691 273 4 increase increase VERB istl-1691 273 5 public public ADJ istl-1691 273 6 access access NOUN istl-1691 273 7 to to ADP istl-1691 273 8 results result NOUN istl-1691 273 9 of of ADP istl-1691 273 10 usda usda NOUN istl-1691 273 11 - - PUNCT istl-1691 273 12 funded fund VERB istl-1691 273 13 scientific scientific ADJ istl-1691 273 14 research research NOUN istl-1691 273 15 . . PUNCT istl-1691 274 1 [ [ X istl-1691 274 2 internet internet NOUN istl-1691 274 3 ] ] PUNCT istl-1691 274 4 washington washington PROPN istl-1691 274 5 ( ( PUNCT istl-1691 274 6 dc dc PROPN istl-1691 274 7 ): ): PUNCT istl-1691 274 8 united united PROPN istl-1691 274 9 states states PROPN istl-1691 274 10 department department PROPN istl-1691 274 11 of of ADP istl-1691 274 12 agriculture agriculture PROPN istl-1691 274 13 . . PUNCT istl-1691 275 1 available available ADJ istl-1691 275 2 at at ADP istl-1691 275 3 http://www.usda.gov/documents/usda-public-access-implementation-plan.pdf http://www.usda.gov/documents/usda-public-access-implementation-plan.pdf PROPN istl-1691 275 4 williams williams PROPN istl-1691 275 5 , , PUNCT istl-1691 275 6 s.c s.c PROPN istl-1691 275 7 . . PROPN istl-1691 275 8 2012 2012 NUM istl-1691 275 9 . . PUNCT istl-1691 276 1 data data NOUN istl-1691 276 2 practices practice NOUN istl-1691 276 3 in in ADP istl-1691 276 4 the the DET istl-1691 276 5 crop crop NOUN istl-1691 276 6 sciences science NOUN istl-1691 276 7 : : PUNCT istl-1691 276 8 a a DET istl-1691 276 9 review review NOUN istl-1691 276 10 of of ADP istl-1691 276 11 selected select VERB istl-1691 276 12 faculty faculty NOUN istl-1691 276 13 publications publication NOUN istl-1691 276 14 . . PUNCT istl-1691 277 1 journal journal PROPN istl-1691 277 2 of of ADP istl-1691 277 3 agricultural agricultural PROPN istl-1691 277 4 & & CCONJ istl-1691 277 5 food food NOUN istl-1691 277 6 information information NOUN istl-1691 277 7 13(4 13(4 NUM istl-1691 277 8 ) ) PUNCT istl-1691 277 9 , , PUNCT istl-1691 277 10 308 308 NUM istl-1691 277 11 - - SYM istl-1691 277 12 325 325 NUM istl-1691 277 13 . . PUNCT istl-1691 278 1 doi:10.1080/10496505.2012.717846 doi:10.1080/10496505.2012.717846 NOUN istl-1691 278 2 acknowledgements acknowledgement NOUN istl-1691 278 3 : : PUNCT istl-1691 278 4 we we PRON istl-1691 278 5 wish wish VERB istl-1691 278 6 to to PART istl-1691 278 7 thank thank VERB istl-1691 278 8 the the DET istl-1691 278 9 purdue purdue ADJ istl-1691 278 10 statistical statistical ADJ istl-1691 278 11 consulting consulting NOUN istl-1691 278 12 service service NOUN istl-1691 278 13 for for ADP istl-1691 278 14 their their PRON istl-1691 278 15 help help NOUN istl-1691 278 16 with with ADP istl-1691 278 17 the the DET istl-1691 278 18 analysis analysis NOUN istl-1691 278 19 , , PUNCT istl-1691 278 20 the the DET istl-1691 278 21 reviewers reviewer NOUN istl-1691 278 22 for for ADP istl-1691 278 23 their their PRON istl-1691 278 24 thoughtful thoughtful ADJ istl-1691 278 25 comments comment NOUN istl-1691 278 26 , , PUNCT istl-1691 278 27 and and CCONJ istl-1691 278 28 dr dr PROPN istl-1691 278 29 . . PROPN istl-1691 278 30 karen karen PROPN istl-1691 278 31 plaut plaut PROPN istl-1691 278 32 , , PUNCT istl-1691 278 33 senior senior ADJ istl-1691 278 34 associate associate ADJ istl-1691 278 35 dean dean NOUN istl-1691 278 36 for for ADP istl-1691 278 37 research research NOUN istl-1691 278 38 and and CCONJ istl-1691 278 39 faculty faculty NOUN istl-1691 278 40 affairs affair NOUN istl-1691 278 41 in in ADP istl-1691 278 42 the the DET istl-1691 278 43 purdue purdue PROPN istl-1691 278 44 college college NOUN istl-1691 278 45 of of ADP istl-1691 278 46 agriculture agriculture NOUN istl-1691 278 47 for for ADP istl-1691 278 48 her her PRON istl-1691 278 49 continuous continuous ADJ istl-1691 278 50 support support NOUN istl-1691 278 51 and and CCONJ istl-1691 278 52 engagement engagement NOUN istl-1691 278 53 with with ADP istl-1691 278 54 data datum NOUN istl-1691 278 55 management management NOUN istl-1691 278 56 , , PUNCT istl-1691 278 57 our our PRON istl-1691 278 58 work work NOUN istl-1691 278 59 and and CCONJ istl-1691 278 60 the the DET istl-1691 278 61 purdue purdue ADJ istl-1691 278 62 university university NOUN istl-1691 278 63 libraries library NOUN istl-1691 278 64 . . PUNCT istl-1691 279 1 appendix appendix PROPN istl-1691 279 2 a a DET istl-1691 279 3 : : PUNCT istl-1691 279 4 survey survey NOUN istl-1691 279 5 instrument instrument NOUN istl-1691 279 6 of of ADP istl-1691 279 7 the the DET istl-1691 279 8 purdue purdue PROPN istl-1691 279 9 university university PROPN istl-1691 279 10 college college PROPN istl-1691 279 11 of of ADP istl-1691 279 12 agriculture agriculture NOUN istl-1691 279 13 1 1 NUM istl-1691 279 14 ) ) PUNCT istl-1691 279 15 what what PRON istl-1691 279 16 is be AUX istl-1691 279 17 your your PRON istl-1691 279 18 primary primary ADJ istl-1691 279 19 departmental departmental ADJ istl-1691 279 20 affiliation affiliation NOUN istl-1691 279 21 ? ? PUNCT istl-1691 280 1 agriculture agriculture NOUN istl-1691 280 2 and and CCONJ istl-1691 280 3 biological biological ADJ istl-1691 280 4 engineering engineering NOUN istl-1691 280 5 agricultural agricultural ADJ istl-1691 280 6 economics economics NOUN istl-1691 280 7 agricultural agricultural ADJ istl-1691 280 8 extension extension NOUN istl-1691 280 9 agronomy agronomy PROPN istl-1691 280 10 animal animal NOUN istl-1691 280 11 sciences science NOUN istl-1691 280 12 biochemistry biochemistry NOUN istl-1691 280 13 botany botany NOUN istl-1691 280 14 and and CCONJ istl-1691 280 15 plant plant NOUN istl-1691 280 16 pathology pathology NOUN istl-1691 280 17 entomology entomology NOUN istl-1691 280 18 food food NOUN istl-1691 280 19 science science NOUN istl-1691 280 20 forestry forestry NOUN istl-1691 280 21 and and CCONJ istl-1691 280 22 natural natural ADJ istl-1691 280 23 resources resource NOUN istl-1691 280 24 horticulture horticulture NOUN istl-1691 280 25 and and CCONJ istl-1691 280 26 landscape landscape VERB istl-1691 280 27 architecture architecture NOUN istl-1691 280 28 youth youth NOUN istl-1691 280 29 development development NOUN istl-1691 280 30 and and CCONJ istl-1691 280 31 agricultural agricultural ADJ istl-1691 280 32 education education NOUN istl-1691 280 33     SPACE istl-1691 280 34 2 2 NUM istl-1691 280 35 ) ) PUNCT istl-1691 280 36 what what PRON istl-1691 280 37 is be AUX istl-1691 280 38 or or CCONJ istl-1691 280 39 are be AUX istl-1691 280 40 the the DET istl-1691 280 41 discipline(s discipline(s NOUN istl-1691 280 42 ) ) PUNCT istl-1691 280 43 or or CCONJ istl-1691 280 44 subject(s subject(s PROPN istl-1691 280 45 ) ) PUNCT istl-1691 280 46 to to PART istl-1691 280 47 which which PRON istl-1691 280 48 your your PRON istl-1691 280 49 data datum NOUN istl-1691 280 50 relate relate VERB istl-1691 280 51 ? ? PUNCT istl-1691 281 1 comment comment NOUN istl-1691 281 2 box box PROPN istl-1691 281 3 : : PUNCT istl-1691 281 4 identify identify VERB istl-1691 281 5 the the DET istl-1691 281 6 discipline(s discipline(s NOUN istl-1691 281 7 ) ) PUNCT istl-1691 281 8 or or CCONJ istl-1691 281 9 subject subject ADJ istl-1691 281 10 areas area NOUN istl-1691 281 11 to to PART istl-1691 281 12 which which PRON istl-1691 281 13 your your PRON istl-1691 281 14 data datum NOUN istl-1691 281 15 relate relate VERB istl-1691 281 16     SPACE istl-1691 281 17 3 3 NUM istl-1691 281 18 ) ) PUNCT istl-1691 281 19 my my PRON istl-1691 281 20 current current ADJ istl-1691 281 21 position position NOUN istl-1691 281 22 is be AUX istl-1691 281 23 ( ( PUNCT istl-1691 281 24 choose choose VERB istl-1691 281 25 primary primary ADJ istl-1691 281 26 ): ): PUNCT istl-1691 281 27 administrator administrator NOUN istl-1691 281 28 assistant assistant PROPN istl-1691 281 29 professor professor PROPN istl-1691 281 30 associate associate PROPN istl-1691 281 31 professor professor PROPN istl-1691 281 32 professor professor PROPN istl-1691 281 33 graduate graduate PROPN istl-1691 281 34 student student NOUN istl-1691 281 35 lab lab NOUN istl-1691 281 36 manager manager NOUN istl-1691 281 37 lecturer lecturer PROPN istl-1691 281 38 post post ADJ istl-1691 281 39 - - ADJ istl-1691 281 40 doctoral doctoral ADJ istl-1691 281 41 fellow fellow ADJ istl-1691 281 42 researcher researcher NOUN istl-1691 281 43 other other ADJ istl-1691 281 44 ( ( PUNCT istl-1691 281 45 please please INTJ istl-1691 281 46 specify specify VERB istl-1691 281 47 ) ) PUNCT istl-1691 281 48     SPACE istl-1691 281 49 4 4 X istl-1691 281 50 ) ) PUNCT istl-1691 281 51 my my PRON istl-1691 281 52 age age NOUN istl-1691 281 53 group group NOUN istl-1691 281 54 is be AUX istl-1691 281 55 younger young ADJ istl-1691 281 56 than than ADP istl-1691 281 57 25 25 NUM istl-1691 281 58 25 25 NUM istl-1691 281 59 - - SYM istl-1691 281 60 34 34 NUM istl-1691 281 61 35 35 NUM istl-1691 281 62 - - SYM istl-1691 281 63 44 44 NUM istl-1691 281 64 45 45 NUM istl-1691 281 65 - - SYM istl-1691 281 66 54 54 NUM istl-1691 281 67 55 55 NUM istl-1691 281 68 - - SYM istl-1691 281 69 64 64 NUM istl-1691 281 70 65 65 NUM istl-1691 281 71 and and CCONJ istl-1691 281 72 older old ADJ istl-1691 281 73     SPACE istl-1691 281 74 the the DET istl-1691 281 75 next next ADJ istl-1691 281 76 group group NOUN istl-1691 281 77 of of ADP istl-1691 281 78 questions question NOUN istl-1691 281 79 refers refer VERB istl-1691 281 80 to to ADP istl-1691 281 81 your your PRON istl-1691 281 82 research research NOUN istl-1691 281 83 data datum NOUN istl-1691 281 84 . . PUNCT istl-1691 281 85     SPACE istl-1691 282 1 5 5 X istl-1691 282 2 ) ) PUNCT istl-1691 282 3 which which PRON istl-1691 282 4 terms term NOUN istl-1691 282 5 best well ADV istl-1691 282 6 describe describe VERB istl-1691 282 7 your your PRON istl-1691 282 8 data datum NOUN istl-1691 282 9 sources source NOUN istl-1691 282 10 and/or and/or CCONJ istl-1691 282 11 methods method NOUN istl-1691 282 12 of of ADP istl-1691 282 13 collection collection NOUN istl-1691 282 14 ( ( PUNCT istl-1691 282 15 choose choose VERB istl-1691 282 16 all all DET istl-1691 282 17 that that PRON istl-1691 282 18 apply apply VERB istl-1691 282 19 ) ) PUNCT istl-1691 282 20 sequencing sequence VERB istl-1691 282 21 data datum NOUN istl-1691 282 22 microarrays microarray NOUN istl-1691 282 23 field field NOUN istl-1691 282 24 data datum NOUN istl-1691 282 25 big big ADJ istl-1691 282 26 instruments instrument NOUN istl-1691 282 27 data datum NOUN istl-1691 282 28 ( ( PUNCT istl-1691 282 29 e.g. e.g. ADV istl-1691 282 30 mass mass PROPN istl-1691 282 31 spectrometer spectrometer NOUN istl-1691 282 32 , , PUNCT istl-1691 282 33 tomographic tomographic ADJ istl-1691 282 34 instruments instrument NOUN istl-1691 282 35 , , PUNCT istl-1691 282 36 neutron neutron NOUN istl-1691 282 37 source source NOUN istl-1691 282 38 , , PUNCT istl-1691 282 39 other other ADJ istl-1691 282 40 ) ) PUNCT istl-1691 282 41 remote remote ADJ istl-1691 282 42 - - PUNCT istl-1691 282 43 sensing sense VERB istl-1691 282 44 data data NOUN istl-1691 282 45 images image NOUN istl-1691 282 46 simulation simulation NOUN istl-1691 282 47 data datum NOUN istl-1691 282 48 ( ( PUNCT istl-1691 282 49 model model NOUN istl-1691 282 50 output output NOUN istl-1691 282 51 ) ) PUNCT istl-1691 282 52 human human ADJ istl-1691 282 53 subject subject NOUN istl-1691 282 54 data datum NOUN istl-1691 282 55 ( ( PUNCT istl-1691 282 56 e.g. e.g. ADV istl-1691 282 57 interviews interview NOUN istl-1691 282 58 , , PUNCT istl-1691 282 59 surveys survey NOUN istl-1691 282 60 , , PUNCT istl-1691 282 61 focus focus NOUN istl-1691 282 62 groups group NOUN istl-1691 282 63 ) ) PUNCT istl-1691 282 64 medical medical ADJ istl-1691 282 65 data datum NOUN istl-1691 282 66 ( ( PUNCT istl-1691 282 67 e.g. e.g. ADV istl-1691 282 68 health health NOUN istl-1691 282 69 records record NOUN istl-1691 282 70 ) ) PUNCT istl-1691 282 71 government government NOUN istl-1691 282 72 data data PROPN istl-1691 282 73 ( ( PUNCT istl-1691 282 74 inc inc PROPN istl-1691 282 75 . . PROPN istl-1691 282 76 international international PROPN istl-1691 282 77 and and CCONJ istl-1691 282 78 ngos ngos PROPN istl-1691 282 79 ) ) PUNCT istl-1691 282 80 other other ADJ istl-1691 282 81 : : PUNCT istl-1691 282 82 please please INTJ istl-1691 282 83 specify specify VERB istl-1691 282 84     SPACE istl-1691 282 85 6 6 NUM istl-1691 282 86 ) ) PUNCT istl-1691 282 87 are be AUX istl-1691 282 88 your your PRON istl-1691 282 89 data datum NOUN istl-1691 282 90 proprietary proprietary ADJ istl-1691 282 91 or or CCONJ istl-1691 282 92 sensitive sensitive ADJ istl-1691 282 93 ? ? PUNCT istl-1691 283 1 yes yes INTJ istl-1691 283 2 no no INTJ istl-1691 283 3     SPACE istl-1691 283 4 7 7 NUM istl-1691 283 5 ) ) PUNCT istl-1691 283 6 which which PRON istl-1691 283 7 of of ADP istl-1691 283 8 the the DET istl-1691 283 9 following follow VERB istl-1691 283 10 best well ADV istl-1691 283 11 describes describe VERB istl-1691 283 12 the the DET istl-1691 283 13 primary primary ADJ istl-1691 283 14 funding funding NOUN istl-1691 283 15 agency agency NOUN istl-1691 283 16 for for ADP istl-1691 283 17 your your PRON istl-1691 283 18 research research NOUN istl-1691 283 19 ( ( PUNCT istl-1691 283 20 select select VERB istl-1691 283 21 one one NUM istl-1691 283 22 ) ) PUNCT istl-1691 283 23 ? ? PUNCT istl-1691 284 1 federal federal ADJ istl-1691 284 2 / / SYM istl-1691 284 3 national national ADJ istl-1691 284 4 government government NOUN istl-1691 284 5 state state NOUN istl-1691 284 6 / / SYM istl-1691 284 7 regional regional ADJ istl-1691 284 8 government government NOUN istl-1691 284 9 local local ADJ istl-1691 284 10 government government NOUN istl-1691 284 11 corporation corporation NOUN istl-1691 284 12 private private ADJ istl-1691 284 13 foundation foundation NOUN istl-1691 284 14 my my PRON istl-1691 284 15 own own ADJ istl-1691 284 16 institution institution NOUN istl-1691 284 17 other other ADJ istl-1691 284 18 ( ( PUNCT istl-1691 284 19 please please INTJ istl-1691 284 20 specify specify VERB istl-1691 284 21 ) ) PUNCT istl-1691 284 22     SPACE istl-1691 284 23 8) 8) NOUN istl-1691 284 24 does do AUX istl-1691 284 25 your your PRON istl-1691 284 26 primary primary ADJ istl-1691 284 27 funding funding NOUN istl-1691 284 28 agency agency NOUN istl-1691 284 29 require require VERB istl-1691 284 30 you you PRON istl-1691 284 31 to to PART istl-1691 284 32 provide provide VERB istl-1691 284 33 a a DET istl-1691 284 34 data data NOUN istl-1691 284 35 management management NOUN istl-1691 284 36 plan plan NOUN istl-1691 284 37 ? ? PUNCT istl-1691 285 1 yes yes INTJ istl-1691 285 2 no no INTJ istl-1691 285 3     SPACE istl-1691 285 4 9 9 NUM istl-1691 285 5 ) ) PUNCT istl-1691 285 6 think think VERB istl-1691 285 7 about about ADP istl-1691 285 8 the the DET istl-1691 285 9 raw raw ADJ istl-1691 285 10 datasets dataset NOUN istl-1691 285 11 that that PRON istl-1691 285 12 you you PRON istl-1691 285 13 routinely routinely ADV istl-1691 285 14 handle handle VERB istl-1691 285 15 in in ADP istl-1691 285 16 the the DET istl-1691 285 17 course course NOUN istl-1691 285 18 of of ADP istl-1691 285 19 a a DET istl-1691 285 20 study study NOUN istl-1691 285 21 . . PUNCT istl-1691 286 1 on on ADP istl-1691 286 2 average average ADJ istl-1691 286 3 , , PUNCT istl-1691 286 4 what what PRON istl-1691 286 5 is be AUX istl-1691 286 6 the the DET istl-1691 286 7 size size NOUN istl-1691 286 8 of of ADP istl-1691 286 9 these these DET istl-1691 286 10 datasets dataset NOUN istl-1691 286 11 ? ? PUNCT istl-1691 287 1 ( ( PUNCT istl-1691 287 2 please please INTJ istl-1691 287 3 choose choose VERB istl-1691 287 4 one one NUM istl-1691 287 5 ) ) PUNCT istl-1691 287 6 individual individual ADJ istl-1691 287 7 datasets dataset NOUN istl-1691 287 8 total total ADJ istl-1691 287 9 amount amount NOUN istl-1691 287 10 of of ADP istl-1691 287 11 datasets dataset NOUN istl-1691 287 12 under under ADP istl-1691 287 13 1 1 NUM istl-1691 287 14 mb mb NOUN istl-1691 287 15 under under ADP istl-1691 287 16 1 1 NUM istl-1691 287 17 mb mb NOUN istl-1691 287 18 over over ADP istl-1691 287 19 1 1 NUM istl-1691 287 20 mb mb NOUN istl-1691 288 1 but but CCONJ istl-1691 288 2 under under ADP istl-1691 288 3 1 1 NUM istl-1691 288 4 gb gb NOUN istl-1691 288 5 over over ADP istl-1691 288 6 1 1 NUM istl-1691 288 7 mb mb NOUN istl-1691 289 1 but but CCONJ istl-1691 289 2 under under ADP istl-1691 289 3 1 1 NUM istl-1691 289 4 gb gb NOUN istl-1691 289 5 over over ADP istl-1691 289 6 1 1 NUM istl-1691 289 7 gb gb NOUN istl-1691 289 8 but but CCONJ istl-1691 289 9 under under ADP istl-1691 289 10 1 1 NUM istl-1691 289 11 tb tb ADP istl-1691 289 12 over over ADP istl-1691 289 13 1 1 NUM istl-1691 289 14 gb gb NOUN istl-1691 289 15 but but CCONJ istl-1691 289 16 under under ADP istl-1691 289 17 1 1 NUM istl-1691 289 18 tb tb NOUN istl-1691 289 19 over over ADP istl-1691 289 20 1 1 NUM istl-1691 289 21 tb tb ADP istl-1691 289 22 over over ADP istl-1691 289 23 1 1 NUM istl-1691 289 24 tb tb PROPN istl-1691 289 25 10 10 NUM istl-1691 289 26 ) ) PUNCT istl-1691 289 27 what what DET istl-1691 289 28 tools tool NOUN istl-1691 289 29 do do AUX istl-1691 289 30 you you PRON istl-1691 289 31 use use VERB istl-1691 289 32 to to PART istl-1691 289 33 analyze analyze VERB istl-1691 289 34 your your PRON istl-1691 289 35 data datum NOUN istl-1691 289 36 ? ? PUNCT istl-1691 290 1 ( ( PUNCT istl-1691 290 2 choose choose VERB istl-1691 290 3 all all DET istl-1691 290 4 that that PRON istl-1691 290 5 apply apply VERB istl-1691 290 6 ) ) PUNCT istl-1691 290 7 excel excel PROPN istl-1691 290 8 r r NOUN istl-1691 290 9 sas sas PROPN istl-1691 290 10 spss spss PROPN istl-1691 290 11 matlab matlab PROPN istl-1691 290 12 gis gis PROPN istl-1691 290 13 imaging imaging NOUN istl-1691 290 14 software software NOUN istl-1691 290 15 relational relational PROPN istl-1691 290 16 databases database NOUN istl-1691 290 17 sequencer sequencer VERB istl-1691 290 18 software software NOUN istl-1691 290 19 high high ADJ istl-1691 290 20 performance performance NOUN istl-1691 290 21 computing compute VERB istl-1691 290 22 analytics analytic NOUN istl-1691 290 23 other other ADJ istl-1691 290 24 ( ( PUNCT istl-1691 290 25 please please INTJ istl-1691 290 26 specify specify VERB istl-1691 290 27 ) ) PUNCT istl-1691 290 28     SPACE istl-1691 290 29 11 11 NUM istl-1691 290 30 ) ) PUNCT istl-1691 290 31 think think VERB istl-1691 290 32 about about ADP istl-1691 290 33 the the DET istl-1691 290 34 analyzed analyze VERB istl-1691 290 35 datasets dataset NOUN istl-1691 290 36 . . PUNCT istl-1691 291 1 on on ADP istl-1691 291 2 average average ADJ istl-1691 291 3 , , PUNCT istl-1691 291 4 what what PRON istl-1691 291 5 is be AUX istl-1691 291 6 the the DET istl-1691 291 7 average average ADJ istl-1691 291 8 size size NOUN istl-1691 291 9 of of ADP istl-1691 291 10 these these PRON istl-1691 291 11 ? ? PUNCT istl-1691 292 1 under under ADP istl-1691 292 2 100k 100k NUM istl-1691 292 3 over over ADP istl-1691 292 4 100k 100k NUM istl-1691 292 5 but but CCONJ istl-1691 292 6 under under ADP istl-1691 292 7 1 1 NUM istl-1691 292 8 mb mb NOUN istl-1691 292 9 over over ADP istl-1691 292 10 1 1 NUM istl-1691 292 11 mb mb NOUN istl-1691 292 12 but but CCONJ istl-1691 292 13 under under ADP istl-1691 292 14 1 1 NUM istl-1691 292 15 tb tb ADP istl-1691 292 16 other other ADJ istl-1691 292 17     SPACE istl-1691 292 18 12 12 NUM istl-1691 292 19 ) ) PUNCT istl-1691 292 20 the the DET istl-1691 292 21 following follow VERB istl-1691 292 22 statements statement NOUN istl-1691 292 23 relate relate VERB istl-1691 292 24 to to ADP istl-1691 292 25 custom custom ADV istl-1691 292 26 - - PUNCT istl-1691 292 27 made make VERB istl-1691 292 28 computer computer NOUN istl-1691 292 29 programs program NOUN istl-1691 292 30 that that PRON istl-1691 292 31 you you PRON istl-1691 292 32 might might AUX istl-1691 292 33 use use VERB istl-1691 292 34 to to PART istl-1691 292 35 manipulate manipulate VERB istl-1691 292 36 data datum NOUN istl-1691 292 37 during during ADP istl-1691 292 38 the the DET istl-1691 292 39 course course NOUN istl-1691 292 40 of of ADP istl-1691 292 41 a a DET istl-1691 292 42 study study NOUN istl-1691 292 43 . . PUNCT istl-1691 293 1 how how SCONJ istl-1691 293 2 much much ADJ istl-1691 293 3 do do AUX istl-1691 293 4 you you PRON istl-1691 293 5 agree agree VERB istl-1691 293 6 with with ADP istl-1691 293 7 the the DET istl-1691 293 8 following follow VERB istl-1691 293 9 statements statement NOUN istl-1691 293 10 ? ? PUNCT istl-1691 294 1     SPACE istl-1691 295 1 i i PRON istl-1691 295 2 do do AUX istl-1691 295 3 not not PART istl-1691 295 4 use use VERB istl-1691 295 5 custom custom ADV istl-1691 295 6 - - PUNCT istl-1691 295 7 made make VERB istl-1691 295 8 computer computer NOUN istl-1691 295 9 programs program NOUN istl-1691 295 10 to to PART istl-1691 295 11 manipulate manipulate VERB istl-1691 295 12 data datum NOUN istl-1691 295 13 strongly strongly ADV istl-1691 295 14 agree agree VERB istl-1691 295 15 somewhat somewhat ADV istl-1691 295 16 agree agree VERB istl-1691 295 17 somewhat somewhat ADV istl-1691 295 18 disagree disagree VERB istl-1691 295 19 strongly strongly ADV istl-1691 295 20 disagree disagree VERB istl-1691 295 21 not not PART istl-1691 295 22 sure sure ADJ istl-1691 295 23     SPACE istl-1691 295 24 it it PRON istl-1691 295 25 is be AUX istl-1691 295 26 very very ADV istl-1691 295 27 important important ADJ istl-1691 295 28 to to PART istl-1691 295 29 preserve preserve VERB istl-1691 295 30 these these DET istl-1691 295 31 programs program NOUN istl-1691 295 32 for for ADP istl-1691 295 33 my my PRON istl-1691 295 34 research research NOUN istl-1691 295 35 strongly strongly ADV istl-1691 295 36 agree agree VERB istl-1691 295 37 somewhat somewhat ADV istl-1691 295 38 agree agree VERB istl-1691 295 39 somewhat somewhat ADV istl-1691 295 40 disagree disagree VERB istl-1691 295 41 strongly strongly ADV istl-1691 295 42 disagree disagree VERB istl-1691 295 43 not not PART istl-1691 295 44 sure sure ADJ istl-1691 295 45     SPACE istl-1691 295 46 it it PRON istl-1691 295 47 would would AUX istl-1691 295 48 be be AUX istl-1691 295 49 beneficial beneficial ADJ istl-1691 295 50 for for SCONJ istl-1691 295 51 my my PRON istl-1691 295 52 research research NOUN istl-1691 295 53 community community NOUN istl-1691 295 54 to to PART istl-1691 295 55 publish publish VERB istl-1691 295 56 these these DET istl-1691 295 57 programs program NOUN istl-1691 295 58 strongly strongly ADV istl-1691 295 59 agree agree VERB istl-1691 295 60 somewhat somewhat ADV istl-1691 295 61 agree agree VERB istl-1691 295 62 somewhat somewhat ADV istl-1691 295 63 disagree disagree VERB istl-1691 295 64 strongly strongly ADV istl-1691 295 65 disagree disagree VERB istl-1691 295 66 not not PART istl-1691 295 67 sure sure ADJ istl-1691 295 68 13 13 NUM istl-1691 295 69 ) ) PUNCT istl-1691 295 70 think think VERB istl-1691 295 71 about about ADP istl-1691 295 72 the the DET istl-1691 295 73 complexity complexity NOUN istl-1691 295 74 of of ADP istl-1691 295 75 your your PRON istl-1691 295 76 data datum NOUN istl-1691 295 77 . . PUNCT istl-1691 296 1 which which PRON istl-1691 296 2 following follow VERB istl-1691 296 3 statement statement NOUN istl-1691 296 4 about about ADP istl-1691 296 5 your your PRON istl-1691 296 6 data data NOUN istl-1691 296 7 is be AUX istl-1691 296 8 true true ADJ istl-1691 296 9 ? ? PUNCT istl-1691 297 1 ( ( PUNCT istl-1691 297 2 choose choose VERB istl-1691 297 3 all all DET istl-1691 297 4 that that PRON istl-1691 297 5 apply apply VERB istl-1691 297 6 ) ) PUNCT istl-1691 298 1 i i PRON istl-1691 298 2 create create VERB istl-1691 298 3 , , PUNCT istl-1691 298 4 collect collect VERB istl-1691 298 5 , , PUNCT istl-1691 298 6 or or CCONJ istl-1691 298 7 analyze analyze VERB istl-1691 298 8 numerous numerous ADJ istl-1691 298 9 datasets dataset NOUN istl-1691 298 10 ( ( PUNCT istl-1691 298 11 several several ADJ istl-1691 298 12 hundreds hundred NOUN istl-1691 298 13 and and CCONJ istl-1691 298 14 more more ADJ istl-1691 298 15 ) ) PUNCT istl-1691 298 16 in in ADP istl-1691 298 17 a a DET istl-1691 298 18 single single ADJ istl-1691 298 19 study study NOUN istl-1691 298 20 i i PRON istl-1691 298 21 create create VERB istl-1691 298 22 , , PUNCT istl-1691 298 23 collect collect VERB istl-1691 298 24 , , PUNCT istl-1691 298 25 or or CCONJ istl-1691 298 26 analyze analyze VERB istl-1691 298 27 heterogeneous heterogeneous ADJ istl-1691 298 28 data datum NOUN istl-1691 298 29 from from ADP istl-1691 298 30 multiple multiple ADJ istl-1691 298 31 sources source NOUN istl-1691 298 32 for for ADP istl-1691 298 33 a a DET istl-1691 298 34 single single ADJ istl-1691 298 35 study study NOUN istl-1691 298 36 i i PRON istl-1691 298 37 create create VERB istl-1691 298 38 , , PUNCT istl-1691 298 39 collect collect VERB istl-1691 298 40 , , PUNCT istl-1691 298 41 or or CCONJ istl-1691 298 42 analyze analyze VERB istl-1691 298 43 datasets dataset NOUN istl-1691 298 44 at at ADP istl-1691 298 45 multiple multiple ADJ istl-1691 298 46 scales scale NOUN istl-1691 298 47 i i PRON istl-1691 298 48 create create VERB istl-1691 298 49 , , PUNCT istl-1691 298 50 collect collect VERB istl-1691 298 51 , , PUNCT istl-1691 298 52 or or CCONJ istl-1691 298 53 analyze analyze VERB istl-1691 298 54 datasets dataset NOUN istl-1691 298 55 that that PRON istl-1691 298 56 stream stream VERB istl-1691 298 57 from from ADP istl-1691 298 58 one one NUM istl-1691 298 59 or or CCONJ istl-1691 298 60 several several ADJ istl-1691 298 61 sensors sensor NOUN istl-1691 298 62 i i PRON istl-1691 298 63 create create VERB istl-1691 298 64 , , PUNCT istl-1691 298 65 collect collect VERB istl-1691 298 66 or or CCONJ istl-1691 298 67 analyze analyze VERB istl-1691 298 68 videos video NOUN istl-1691 298 69 my my PRON istl-1691 298 70 analyses analysis NOUN istl-1691 298 71 are be AUX istl-1691 298 72 becoming become VERB istl-1691 298 73 more more ADV istl-1691 298 74 difficult difficult ADJ istl-1691 298 75 because because SCONJ istl-1691 298 76 of of ADP istl-1691 298 77 the the DET istl-1691 298 78 variety variety NOUN istl-1691 298 79 and and CCONJ istl-1691 298 80 types type NOUN istl-1691 298 81 of of ADP istl-1691 298 82 data data NOUN istl-1691 298 83 sources source NOUN istl-1691 298 84 other other ADJ istl-1691 298 85 ( ( PUNCT istl-1691 298 86 please please INTJ istl-1691 298 87 specify specify VERB istl-1691 298 88 ) ) PUNCT istl-1691 298 89     SPACE istl-1691 298 90 14 14 NUM istl-1691 298 91 ) ) PUNCT istl-1691 298 92 how how SCONJ istl-1691 298 93 much much ADJ istl-1691 298 94 of of ADP istl-1691 298 95 your your PRON istl-1691 298 96 data datum NOUN istl-1691 298 97 do do AUX istl-1691 298 98 you you PRON istl-1691 298 99 currently currently ADV istl-1691 298 100 store store VERB istl-1691 298 101 in in ADP istl-1691 298 102 the the DET istl-1691 298 103 following follow VERB istl-1691 298 104 locations location NOUN istl-1691 298 105 ( ( PUNCT istl-1691 298 106 please please INTJ istl-1691 298 107 choose choose VERB istl-1691 298 108 all all DET istl-1691 298 109 that that PRON istl-1691 298 110 apply apply VERB istl-1691 298 111 ) ) PUNCT istl-1691 298 112 ? ? PUNCT istl-1691 298 113     SPACE istl-1691 299 1 on on ADP istl-1691 299 2 email email NOUN istl-1691 299 3 0 0 NUM istl-1691 299 4 % % NOUN istl-1691 299 5 less less ADJ istl-1691 299 6 than than ADP istl-1691 299 7 20 20 NUM istl-1691 299 8 % % NOUN istl-1691 299 9 between between ADP istl-1691 299 10 20 20 NUM istl-1691 299 11 and and CCONJ istl-1691 299 12 80 80 NUM istl-1691 299 13 % % NOUN istl-1691 299 14 more more ADJ istl-1691 299 15 than than ADP istl-1691 299 16 80 80 NUM istl-1691 299 17 % % NOUN istl-1691 299 18 100 100 NUM istl-1691 299 19 % % NOUN istl-1691 299 20     SPACE istl-1691 299 21 on on ADP istl-1691 299 22 my my PRON istl-1691 299 23 computer computer NOUN istl-1691 299 24 or or CCONJ istl-1691 299 25 storage storage NOUN istl-1691 299 26 device device NOUN istl-1691 299 27 0 0 NUM istl-1691 299 28 % % NOUN istl-1691 299 29 less less ADJ istl-1691 299 30 than than ADP istl-1691 299 31 20 20 NUM istl-1691 299 32 % % NOUN istl-1691 299 33 between between ADP istl-1691 299 34 20 20 NUM istl-1691 299 35 and and CCONJ istl-1691 299 36 80 80 NUM istl-1691 299 37 % % NOUN istl-1691 299 38 more more ADJ istl-1691 299 39 than than ADP istl-1691 299 40 80 80 NUM istl-1691 299 41 % % NOUN istl-1691 299 42 100 100 NUM istl-1691 299 43 % % NOUN istl-1691 299 44     SPACE istl-1691 299 45 on on ADP istl-1691 299 46 a a DET istl-1691 299 47 departmental departmental ADJ istl-1691 299 48 or or CCONJ istl-1691 299 49 lab lab NOUN istl-1691 299 50 server server NOUN istl-1691 299 51 or or CCONJ istl-1691 299 52 storage storage NOUN istl-1691 299 53 device device NOUN istl-1691 299 54 0 0 NUM istl-1691 299 55 % % NOUN istl-1691 299 56 less less ADJ istl-1691 299 57 than than ADP istl-1691 299 58 20 20 NUM istl-1691 299 59 % % NOUN istl-1691 299 60 between between ADP istl-1691 299 61 20 20 NUM istl-1691 299 62 and and CCONJ istl-1691 299 63 80 80 NUM istl-1691 299 64 % % NOUN istl-1691 299 65 more more ADJ istl-1691 299 66 than than ADP istl-1691 299 67 80 80 NUM istl-1691 299 68 % % NOUN istl-1691 299 69 100 100 NUM istl-1691 299 70 % % NOUN istl-1691 299 71     SPACE istl-1691 299 72 in in ADP istl-1691 299 73 my my PRON istl-1691 299 74 institution institution NOUN istl-1691 299 75 's 's PART istl-1691 299 76 repository repository ADJ istl-1691 299 77 0 0 NUM istl-1691 299 78 % % NOUN istl-1691 299 79 less less ADJ istl-1691 299 80 than than ADP istl-1691 299 81 20 20 NUM istl-1691 299 82 % % NOUN istl-1691 299 83 between between ADP istl-1691 299 84 20 20 NUM istl-1691 299 85 and and CCONJ istl-1691 299 86 80 80 NUM istl-1691 299 87 % % NOUN istl-1691 299 88 more more ADJ istl-1691 299 89 than than ADP istl-1691 299 90 80 80 NUM istl-1691 299 91 % % NOUN istl-1691 299 92 100 100 NUM istl-1691 299 93 % % NOUN istl-1691 299 94     SPACE istl-1691 299 95 in in ADP istl-1691 299 96 a a DET istl-1691 299 97 community community NOUN istl-1691 299 98 - - PUNCT istl-1691 299 99 based base VERB istl-1691 299 100 repository repository NOUN istl-1691 299 101 ( ( PUNCT istl-1691 299 102 external external ADJ istl-1691 299 103 to to ADP istl-1691 299 104 the the DET istl-1691 299 105 university university NOUN istl-1691 299 106 ) ) PUNCT istl-1691 299 107 0 0 NUM istl-1691 299 108 % % NOUN istl-1691 299 109 less less ADJ istl-1691 299 110 than than ADP istl-1691 299 111 20 20 NUM istl-1691 299 112 % % NOUN istl-1691 299 113 between between ADP istl-1691 299 114 20 20 NUM istl-1691 299 115 and and CCONJ istl-1691 299 116 80 80 NUM istl-1691 299 117 % % NOUN istl-1691 299 118 more more ADJ istl-1691 299 119 than than ADP istl-1691 299 120 80 80 NUM istl-1691 299 121 % % NOUN istl-1691 299 122 100 100 NUM istl-1691 299 123 % % NOUN istl-1691 299 124     SPACE istl-1691 299 125 on on ADP istl-1691 299 126 commercial commercial ADJ istl-1691 299 127 cloud cloud NOUN istl-1691 299 128 - - PUNCT istl-1691 299 129 storage storage NOUN istl-1691 299 130 ( ( PUNCT istl-1691 299 131 amazon amazon ADJ istl-1691 299 132 , , PUNCT istl-1691 299 133 etc etc X istl-1691 299 134 . . PUNCT istl-1691 299 135 ) ) PUNCT istl-1691 299 136 0 0 NUM istl-1691 299 137 % % NOUN istl-1691 299 138 less less ADJ istl-1691 299 139 than than ADP istl-1691 299 140 20 20 NUM istl-1691 299 141 % % NOUN istl-1691 299 142 between between ADP istl-1691 299 143 20 20 NUM istl-1691 299 144 and and CCONJ istl-1691 299 145 80 80 NUM istl-1691 299 146 % % NOUN istl-1691 299 147 more more ADJ istl-1691 299 148 than than ADP istl-1691 299 149 80 80 NUM istl-1691 299 150 % % NOUN istl-1691 299 151 100 100 NUM istl-1691 299 152 % % NOUN istl-1691 299 153     SPACE istl-1691 299 154 dropbox dropbox PROPN istl-1691 299 155 , , PUNCT istl-1691 299 156 google google PROPN istl-1691 299 157 - - PUNCT istl-1691 299 158 drive drive NOUN istl-1691 299 159 , , PUNCT istl-1691 299 160 etc etc X istl-1691 299 161 . . X istl-1691 299 162 0 0 NUM istl-1691 299 163 % % NOUN istl-1691 299 164 less less ADJ istl-1691 299 165 than than ADP istl-1691 299 166 20 20 NUM istl-1691 299 167 % % NOUN istl-1691 299 168 between between ADP istl-1691 299 169 20 20 NUM istl-1691 299 170 and and CCONJ istl-1691 299 171 80 80 NUM istl-1691 299 172 % % NOUN istl-1691 299 173 more more ADJ istl-1691 299 174 than than ADP istl-1691 299 175 80 80 NUM istl-1691 299 176 % % NOUN istl-1691 299 177 100 100 NUM istl-1691 299 178 % % NOUN istl-1691 299 179     SPACE istl-1691 299 180 on on ADP istl-1691 299 181 paper paper NOUN istl-1691 299 182 in in ADP istl-1691 299 183 an an DET istl-1691 299 184 office office NOUN istl-1691 299 185 0 0 NUM istl-1691 299 186 % % NOUN istl-1691 299 187 less less ADJ istl-1691 299 188 than than ADP istl-1691 299 189 20 20 NUM istl-1691 299 190 % % NOUN istl-1691 299 191 between between ADP istl-1691 299 192 20 20 NUM istl-1691 299 193 and and CCONJ istl-1691 299 194 80 80 NUM istl-1691 299 195 % % NOUN istl-1691 299 196 more more ADJ istl-1691 299 197 than than ADP istl-1691 299 198 80 80 NUM istl-1691 299 199 % % NOUN istl-1691 299 200 100 100 NUM istl-1691 299 201 % % NOUN istl-1691 299 202     SPACE istl-1691 299 203 on on ADP istl-1691 299 204 big big ADJ istl-1691 299 205 data datum NOUN istl-1691 299 206 storage storage NOUN istl-1691 299 207 ( ( PUNCT istl-1691 299 208 e.g. e.g. X istl-1691 299 209 hadoop hadoop NOUN istl-1691 299 210 , , PUNCT istl-1691 299 211 sparq sparq NOUN istl-1691 299 212 ) ) PUNCT istl-1691 299 213 0 0 NUM istl-1691 299 214 % % NOUN istl-1691 299 215 less less ADJ istl-1691 299 216 than than ADP istl-1691 299 217 20 20 NUM istl-1691 299 218 % % NOUN istl-1691 299 219 between between ADP istl-1691 299 220 20 20 NUM istl-1691 299 221 and and CCONJ istl-1691 299 222 80 80 NUM istl-1691 299 223 % % NOUN istl-1691 299 224 more more ADJ istl-1691 299 225 than than ADP istl-1691 299 226 80 80 NUM istl-1691 299 227 % % NOUN istl-1691 299 228 100 100 NUM istl-1691 299 229 % % NOUN istl-1691 299 230     SPACE istl-1691 299 231 other other ADJ istl-1691 299 232 : : PUNCT istl-1691 299 233 please please INTJ istl-1691 299 234 specify specify VERB istl-1691 299 235     SPACE istl-1691 299 236 15 15 NUM istl-1691 299 237 ) ) PUNCT istl-1691 299 238 how how SCONJ istl-1691 299 239 long long ADV istl-1691 299 240 do do AUX istl-1691 299 241 you you PRON istl-1691 299 242 need need VERB istl-1691 299 243 to to PART istl-1691 299 244 retain retain VERB istl-1691 299 245 your your PRON istl-1691 299 246 data datum NOUN istl-1691 299 247 ( ( PUNCT istl-1691 299 248 choose choose VERB istl-1691 299 249 all all DET istl-1691 299 250 that that PRON istl-1691 299 251 apply apply VERB istl-1691 299 252 ) ) PUNCT istl-1691 299 253 ? ? PUNCT istl-1691 300 1 1 1 NUM istl-1691 300 2 year year NOUN istl-1691 300 3 2 2 NUM istl-1691 300 4 years year NOUN istl-1691 300 5 3 3 NUM istl-1691 300 6 - - SYM istl-1691 300 7 5 5 NUM istl-1691 300 8 years year NOUN istl-1691 300 9 the the DET istl-1691 300 10 duration duration NOUN istl-1691 300 11 of of ADP istl-1691 300 12 the the DET istl-1691 300 13 project project NOUN istl-1691 300 14 permanently permanently ADV istl-1691 300 15 other other ADJ istl-1691 300 16 : : PUNCT istl-1691 300 17 ( ( PUNCT istl-1691 300 18 please please INTJ istl-1691 300 19 specify specify VERB istl-1691 300 20 ) ) PUNCT istl-1691 300 21     SPACE istl-1691 301 1 16 16 NUM istl-1691 301 2 ) ) PUNCT istl-1691 301 3 metadata metadata PROPN istl-1691 301 4 is be AUX istl-1691 301 5 information information NOUN istl-1691 301 6 about about ADP istl-1691 301 7 your your PRON istl-1691 301 8 datasets dataset NOUN istl-1691 301 9 that that PRON istl-1691 301 10 describes describe VERB istl-1691 301 11 characteristics characteristic NOUN istl-1691 301 12 of of ADP istl-1691 301 13 your your PRON istl-1691 301 14 data datum NOUN istl-1691 301 15 and and CCONJ istl-1691 301 16 may may AUX istl-1691 301 17 be be AUX istl-1691 301 18 used use VERB istl-1691 301 19 for for ADP istl-1691 301 20 searches search NOUN istl-1691 301 21 . . PUNCT istl-1691 302 1 what what PRON istl-1691 302 2 metadata metadata PROPN istl-1691 302 3 ( ( PUNCT istl-1691 302 4 if if SCONJ istl-1691 302 5 any any PRON istl-1691 302 6 ) ) PUNCT istl-1691 302 7 do do AUX istl-1691 302 8 you you PRON istl-1691 302 9 use use VERB istl-1691 302 10 to to PART istl-1691 302 11 describe describe VERB istl-1691 302 12 your your PRON istl-1691 302 13 data datum NOUN istl-1691 302 14 ? ? PUNCT istl-1691 303 1 ( ( PUNCT istl-1691 303 2 choose choose VERB istl-1691 303 3 all all DET istl-1691 303 4 that that PRON istl-1691 303 5 apply apply VERB istl-1691 303 6 ) ) PUNCT istl-1691 303 7 none none NOUN istl-1691 303 8 metadata metadata PROPN istl-1691 303 9 that that PRON istl-1691 303 10 i i PRON istl-1691 303 11 created create VERB istl-1691 303 12 for for ADP istl-1691 303 13 personal personal ADJ istl-1691 303 14 use use NOUN istl-1691 303 15 metadata metadata NOUN istl-1691 303 16 created create VERB istl-1691 303 17 for for ADP istl-1691 303 18 use use NOUN istl-1691 303 19 in in ADP istl-1691 303 20 my my PRON istl-1691 303 21 lab lab NOUN istl-1691 303 22 metadata metadata NOUN istl-1691 303 23 standards standard NOUN istl-1691 303 24 or or CCONJ istl-1691 303 25 web web NOUN istl-1691 303 26 forms form NOUN istl-1691 303 27 used use VERB istl-1691 303 28 within within ADP istl-1691 303 29 my my PRON istl-1691 303 30 disciplinary disciplinary ADJ istl-1691 303 31 community community NOUN istl-1691 303 32 other other ADJ istl-1691 303 33 ( ( PUNCT istl-1691 303 34 please please INTJ istl-1691 303 35 specify specify VERB istl-1691 303 36 ) ) PUNCT istl-1691 303 37     SPACE istl-1691 303 38 17 17 NUM istl-1691 303 39 ) ) PUNCT istl-1691 303 40 the the DET istl-1691 303 41 following follow VERB istl-1691 303 42 statements statement NOUN istl-1691 303 43 relate relate VERB istl-1691 303 44 to to ADP istl-1691 303 45 how how SCONJ istl-1691 303 46 you you PRON istl-1691 303 47 collect collect VERB istl-1691 303 48 and and CCONJ istl-1691 303 49 use use VERB istl-1691 303 50 research research NOUN istl-1691 303 51 data datum NOUN istl-1691 303 52 . . PUNCT istl-1691 304 1 tell tell VERB istl-1691 304 2 us we PRON istl-1691 304 3 how how SCONJ istl-1691 304 4 much much ADJ istl-1691 304 5 you you PRON istl-1691 304 6 agree agree VERB istl-1691 304 7 with with ADP istl-1691 304 8 the the DET istl-1691 304 9 following follow VERB istl-1691 304 10 ways way NOUN istl-1691 304 11 to to PART istl-1691 304 12 complete complete VERB istl-1691 304 13 this this DET istl-1691 304 14 sentence sentence NOUN istl-1691 304 15 : : PUNCT istl-1691 304 16     SPACE istl-1691 304 17 i i PRON istl-1691 304 18 am be AUX istl-1691 304 19 satisfied satisfied ADJ istl-1691 304 20 with with ADP istl-1691 304 21 the the DET istl-1691 304 22 ... ... PUNCT istl-1691 304 23     SPACE istl-1691 304 24 process process NOUN istl-1691 304 25 for for ADP istl-1691 304 26 collecting collect VERB istl-1691 304 27 data datum NOUN istl-1691 304 28 strongly strongly ADV istl-1691 304 29 agree agree VERB istl-1691 304 30 somewhat somewhat ADV istl-1691 304 31 agree agree VERB istl-1691 304 32 somewhat somewhat ADV istl-1691 304 33 disagree disagree VERB istl-1691 304 34 strongly strongly ADV istl-1691 304 35 disagree disagree VERB istl-1691 304 36 not not PART istl-1691 304 37 sure sure ADJ istl-1691 304 38     SPACE istl-1691 304 39 process process NOUN istl-1691 304 40 for for ADP istl-1691 304 41 cataloging catalog VERB istl-1691 304 42 or or CCONJ istl-1691 304 43 describing describe VERB istl-1691 304 44 data datum NOUN istl-1691 304 45 strongly strongly ADV istl-1691 304 46 agree agree VERB istl-1691 304 47 somewhat somewhat ADV istl-1691 304 48 agree agree VERB istl-1691 304 49 somewhat somewhat ADV istl-1691 304 50 disagree disagree VERB istl-1691 304 51 strongly strongly ADV istl-1691 304 52 disagree disagree VERB istl-1691 304 53 not not PART istl-1691 304 54 sure sure ADJ istl-1691 304 55     SPACE istl-1691 304 56 process process NOUN istl-1691 304 57 for for ADP istl-1691 304 58 storing store VERB istl-1691 304 59 my my PRON istl-1691 304 60 data datum NOUN istl-1691 304 61 during during ADP istl-1691 304 62 the the DET istl-1691 304 63 life life NOUN istl-1691 304 64 of of ADP istl-1691 304 65 the the DET istl-1691 304 66 project project NOUN istl-1691 304 67 strongly strongly ADV istl-1691 304 68 agree agree VERB istl-1691 304 69 somewhat somewhat ADV istl-1691 304 70 agree agree VERB istl-1691 304 71 somewhat somewhat ADV istl-1691 304 72 disagree disagree VERB istl-1691 304 73 strongly strongly ADV istl-1691 304 74 disagree disagree VERB istl-1691 304 75 not not PART istl-1691 304 76 sure sure ADJ istl-1691 304 77     SPACE istl-1691 304 78 process process NOUN istl-1691 304 79 for for ADP istl-1691 304 80 storing store VERB istl-1691 304 81 my my PRON istl-1691 304 82 data datum NOUN istl-1691 304 83 beyond beyond ADP istl-1691 304 84 the the DET istl-1691 304 85 life life NOUN istl-1691 304 86 of of ADP istl-1691 304 87 the the DET istl-1691 304 88 project project NOUN istl-1691 304 89 strongly strongly ADV istl-1691 304 90 agree agree VERB istl-1691 304 91 somewhat somewhat ADV istl-1691 304 92 agree agree VERB istl-1691 304 93 somewhat somewhat ADV istl-1691 304 94 disagree disagree VERB istl-1691 304 95 strongly strongly ADV istl-1691 304 96 disagree disagree VERB istl-1691 304 97 not not PART istl-1691 304 98 sure sure ADJ istl-1691 304 99     SPACE istl-1691 304 100 process process NOUN istl-1691 304 101 for for ADP istl-1691 304 102 searching search VERB istl-1691 304 103 my my PRON istl-1691 304 104 own own ADJ istl-1691 304 105 data datum NOUN istl-1691 304 106 strongly strongly ADV istl-1691 304 107 agree agree VERB istl-1691 304 108 somewhat somewhat ADV istl-1691 304 109 agree agree VERB istl-1691 304 110 somewhat somewhat ADV istl-1691 304 111 disagree disagree VERB istl-1691 304 112 strongly strongly ADV istl-1691 304 113 disagree disagree VERB istl-1691 304 114 not not PART istl-1691 304 115 sure sure ADJ istl-1691 304 116     SPACE istl-1691 304 117 process process NOUN istl-1691 304 118 for for ADP istl-1691 304 119 analyzing analyze VERB istl-1691 304 120 my my PRON istl-1691 304 121 data datum NOUN istl-1691 304 122 strongly strongly ADV istl-1691 304 123 agree agree VERB istl-1691 304 124 somewhat somewhat ADV istl-1691 304 125 agree agree VERB istl-1691 304 126 somewhat somewhat ADV istl-1691 304 127 disagree disagree VERB istl-1691 304 128 strongly strongly ADV istl-1691 304 129 disagree disagree VERB istl-1691 304 130 not not PART istl-1691 304 131 sure sure ADJ istl-1691 304 132     SPACE istl-1691 304 133 tools tool NOUN istl-1691 304 134 for for ADP istl-1691 304 135 preparing prepare VERB istl-1691 304 136 metadata metadata NOUN istl-1691 304 137 strongly strongly ADV istl-1691 304 138 agree agree VERB istl-1691 304 139 somewhat somewhat ADV istl-1691 304 140 agree agree VERB istl-1691 304 141 somewhat somewhat ADV istl-1691 304 142 disagree disagree VERB istl-1691 304 143 strongly strongly ADV istl-1691 304 144 disagree disagree VERB istl-1691 304 145 not not PART istl-1691 304 146 sure sure ADJ istl-1691 304 147     SPACE istl-1691 304 148 tools tool NOUN istl-1691 304 149 for for ADP istl-1691 304 150 preparing prepare VERB istl-1691 304 151 data data NOUN istl-1691 304 152 documentation documentation NOUN istl-1691 304 153 strongly strongly ADV istl-1691 304 154 agree agree VERB istl-1691 304 155 somewhat somewhat ADV istl-1691 304 156 agree agree VERB istl-1691 304 157 somewhat somewhat ADV istl-1691 304 158 disagree disagree VERB istl-1691 304 159 strongly strongly ADV istl-1691 304 160 disagree disagree VERB istl-1691 304 161 not not PART istl-1691 304 162 sure sure ADJ istl-1691 304 163     SPACE istl-1691 304 164 please please INTJ istl-1691 304 165 elaborate elaborate VERB istl-1691 304 166 : : PUNCT istl-1691 304 167 tools tool NOUN istl-1691 304 168     SPACE istl-1691 304 169 the the DET istl-1691 304 170 following follow VERB istl-1691 304 171 statements statement NOUN istl-1691 304 172 relate relate VERB istl-1691 304 173 to to ADP istl-1691 304 174 data datum NOUN istl-1691 304 175 sharing sharing NOUN istl-1691 304 176 and and CCONJ istl-1691 304 177 access access NOUN istl-1691 304 178 . . PUNCT istl-1691 304 179     SPACE istl-1691 305 1 18 18 NUM istl-1691 305 2 ) ) PUNCT istl-1691 305 3 tell tell VERB istl-1691 305 4 us we PRON istl-1691 305 5 how how SCONJ istl-1691 305 6 much much ADJ istl-1691 305 7 you you PRON istl-1691 305 8 agree agree VERB istl-1691 305 9 with with ADP istl-1691 305 10 each each DET istl-1691 305 11 statement statement NOUN istl-1691 305 12 . . PUNCT istl-1691 306 1     SPACE istl-1691 307 1 i i PRON istl-1691 307 2 share share VERB istl-1691 307 3 my my PRON istl-1691 307 4 data datum NOUN istl-1691 307 5 with with ADP istl-1691 307 6 collaborators collaborator NOUN istl-1691 307 7 ( ( PUNCT istl-1691 307 8 widely widely ADV istl-1691 307 9 defined define VERB istl-1691 307 10 ) ) PUNCT istl-1691 307 11 strongly strongly ADV istl-1691 307 12 agree agree VERB istl-1691 307 13 somewhat somewhat ADV istl-1691 307 14 agree agree VERB istl-1691 307 15 somewhat somewhat ADV istl-1691 307 16 disagree disagree VERB istl-1691 307 17 strongly strongly ADV istl-1691 307 18 disagree disagree VERB istl-1691 308 1 not not PART istl-1691 308 2 sure sure ADJ istl-1691 308 3     SPACE istl-1691 308 4 i i PRON istl-1691 308 5 share share VERB istl-1691 308 6 my my PRON istl-1691 308 7 data datum NOUN istl-1691 308 8 with with ADP istl-1691 308 9 my my PRON istl-1691 308 10 students student NOUN istl-1691 308 11 strongly strongly ADV istl-1691 308 12 agree agree VERB istl-1691 308 13 somewhat somewhat ADV istl-1691 308 14 agree agree VERB istl-1691 308 15 somewhat somewhat ADV istl-1691 308 16 disagree disagree VERB istl-1691 308 17 strongly strongly ADV istl-1691 308 18 disagree disagree VERB istl-1691 309 1 not not PART istl-1691 309 2 sure sure ADJ istl-1691 309 3     SPACE istl-1691 309 4 i i PRON istl-1691 309 5 share share VERB istl-1691 309 6 my my PRON istl-1691 309 7 data datum NOUN istl-1691 309 8 within within ADP istl-1691 309 9 my my PRON istl-1691 309 10 lab lab NOUN istl-1691 309 11 strongly strongly ADV istl-1691 309 12 agree agree VERB istl-1691 309 13 somewhat somewhat ADV istl-1691 309 14 agree agree VERB istl-1691 309 15 somewhat somewhat ADV istl-1691 309 16 disagree disagree VERB istl-1691 309 17 strongly strongly ADV istl-1691 309 18 disagree disagree VERB istl-1691 309 19 not not PART istl-1691 309 20 sure sure ADJ istl-1691 309 21     SPACE istl-1691 309 22 others other NOUN istl-1691 309 23 need need VERB istl-1691 309 24 my my PRON istl-1691 309 25 permission permission NOUN istl-1691 309 26 or or CCONJ istl-1691 309 27 input input NOUN istl-1691 309 28 to to PART istl-1691 309 29 access access VERB istl-1691 309 30 my my PRON istl-1691 309 31 data datum NOUN istl-1691 309 32 strongly strongly ADV istl-1691 309 33 agree agree VERB istl-1691 309 34 somewhat somewhat ADV istl-1691 309 35 agree agree VERB istl-1691 309 36 somewhat somewhat ADV istl-1691 309 37 disagree disagree VERB istl-1691 310 1 strongly strongly ADV istl-1691 310 2 disagree disagree VERB istl-1691 310 3 not not PART istl-1691 310 4 sure sure ADJ istl-1691 310 5     SPACE istl-1691 310 6 my my PRON istl-1691 310 7 data datum NOUN istl-1691 310 8 are be AUX istl-1691 310 9 publicly publicly ADV istl-1691 310 10 available available ADJ istl-1691 310 11 strongly strongly ADV istl-1691 310 12 agree agree VERB istl-1691 310 13 somewhat somewhat ADV istl-1691 310 14 agree agree VERB istl-1691 310 15 somewhat somewhat ADV istl-1691 310 16 disagree disagree VERB istl-1691 310 17 strongly strongly ADV istl-1691 310 18 disagree disagree VERB istl-1691 310 19 not not PART istl-1691 310 20 sure sure ADJ istl-1691 310 21     SPACE istl-1691 310 22 i i PRON istl-1691 310 23 deposit deposit VERB istl-1691 310 24 my my PRON istl-1691 310 25 data datum NOUN istl-1691 310 26 at at ADP istl-1691 310 27 time time NOUN istl-1691 310 28 of of ADP istl-1691 310 29 publication publication NOUN istl-1691 310 30 strongly strongly ADV istl-1691 310 31 agree agree AUX istl-1691 310 32 somewhat somewhat ADV istl-1691 310 33 agree agree VERB istl-1691 310 34 somewhat somewhat ADV istl-1691 310 35 disagree disagree VERB istl-1691 310 36 strongly strongly ADV istl-1691 310 37 disagree disagree VERB istl-1691 310 38 not not PART istl-1691 310 39 sure sure ADJ istl-1691 310 40     SPACE istl-1691 310 41 i i PRON istl-1691 310 42 do do AUX istl-1691 310 43 not not PART istl-1691 310 44 share share VERB istl-1691 310 45 my my PRON istl-1691 310 46 data datum NOUN istl-1691 310 47 strongly strongly ADV istl-1691 310 48 agree agree VERB istl-1691 310 49 somewhat somewhat ADV istl-1691 310 50 agree agree VERB istl-1691 310 51 somewhat somewhat ADV istl-1691 310 52 disagree disagree VERB istl-1691 310 53 strongly strongly ADV istl-1691 310 54 disagree disagree VERB istl-1691 310 55 not not PART istl-1691 310 56 sure sure ADJ istl-1691 310 57 19 19 NUM istl-1691 310 58 ) ) PUNCT istl-1691 310 59 if if SCONJ istl-1691 310 60 all all DET istl-1691 310 61 or or CCONJ istl-1691 310 62 part part NOUN istl-1691 310 63 of of ADP istl-1691 310 64 your your PRON istl-1691 310 65 data datum NOUN istl-1691 310 66 are be AUX istl-1691 310 67 not not PART istl-1691 310 68 available available ADJ istl-1691 310 69 to to ADP istl-1691 310 70 others other NOUN istl-1691 310 71 , , PUNCT istl-1691 310 72 please please INTJ istl-1691 310 73 tell tell VERB istl-1691 310 74 us we PRON istl-1691 310 75 why why SCONJ istl-1691 310 76 ? ? PUNCT istl-1691 311 1 ( ( PUNCT istl-1691 311 2 choose choose VERB istl-1691 311 3 all all DET istl-1691 311 4 that that PRON istl-1691 311 5 apply apply VERB istl-1691 311 6 ) ) PUNCT istl-1691 311 7 my my PRON istl-1691 311 8 data datum NOUN istl-1691 311 9 are be AUX istl-1691 311 10 available available ADJ istl-1691 311 11 publicly publicly ADV istl-1691 311 12 lack lack NOUN istl-1691 311 13 of of ADP istl-1691 311 14 resources resource NOUN istl-1691 311 15 ( ( PUNCT istl-1691 311 16 funding funding NOUN istl-1691 311 17 , , PUNCT istl-1691 311 18 staff staff NOUN istl-1691 311 19 , , PUNCT istl-1691 311 20 time time NOUN istl-1691 311 21 ) ) PUNCT istl-1691 311 22 lack lack NOUN istl-1691 311 23 of of ADP istl-1691 311 24 standards standard NOUN istl-1691 311 25 it it PRON istl-1691 311 26 is be AUX istl-1691 311 27 not not PART istl-1691 311 28 customary customary ADJ istl-1691 311 29 in in ADP istl-1691 311 30 my my PRON istl-1691 311 31 field field NOUN istl-1691 311 32 there there PRON istl-1691 311 33 is be VERB istl-1691 311 34 no no DET istl-1691 311 35 place place NOUN istl-1691 311 36 to to PART istl-1691 311 37 put put VERB istl-1691 311 38 them they PRON istl-1691 311 39 the the DET istl-1691 311 40 sponsor sponsor NOUN istl-1691 311 41 does do AUX istl-1691 311 42 not not PART istl-1691 311 43 require require VERB istl-1691 311 44 it it PRON istl-1691 312 1 i i PRON istl-1691 312 2 do do AUX istl-1691 312 3 n't not PART istl-1691 312 4 have have VERB istl-1691 312 5 the the DET istl-1691 312 6 rights right NOUN istl-1691 312 7 to to PART istl-1691 312 8 make make VERB istl-1691 312 9 the the DET istl-1691 312 10 data datum NOUN istl-1691 312 11 available available ADJ istl-1691 312 12 i i PRON istl-1691 312 13 would would AUX istl-1691 312 14 lose lose VERB istl-1691 312 15 control control NOUN istl-1691 312 16 of of ADP istl-1691 312 17 the the DET istl-1691 312 18 data datum NOUN istl-1691 312 19 i i PRON istl-1691 312 20 am be AUX istl-1691 312 21 withholding withhold VERB istl-1691 312 22 it it PRON istl-1691 312 23 until until SCONJ istl-1691 312 24 publication publication NOUN istl-1691 312 25 other other ADJ istl-1691 312 26 ( ( PUNCT istl-1691 312 27 please please INTJ istl-1691 312 28 specify specify VERB istl-1691 312 29 ) ) PUNCT istl-1691 312 30     SPACE istl-1691 313 1 the the DET istl-1691 313 2 final final ADJ istl-1691 313 3 questions question NOUN istl-1691 313 4 are be AUX istl-1691 313 5 about about ADP istl-1691 313 6 students student NOUN istl-1691 313 7 ' ' PART istl-1691 313 8 needs need NOUN istl-1691 313 9 to to PART istl-1691 313 10 learn learn VERB istl-1691 313 11 data data NOUN istl-1691 313 12 management management NOUN istl-1691 313 13 topics topic NOUN istl-1691 313 14     SPACE istl-1691 313 15 20 20 NUM istl-1691 313 16 ) ) PUNCT istl-1691 313 17 where where SCONJ istl-1691 313 18 do do AUX istl-1691 313 19 students student NOUN istl-1691 313 20 primarily primarily ADV istl-1691 313 21 learn learn VERB istl-1691 313 22 data data NOUN istl-1691 313 23 management management NOUN istl-1691 313 24 skills skill NOUN istl-1691 313 25 ? ? PUNCT istl-1691 314 1 in in ADP istl-1691 314 2 courses course NOUN istl-1691 314 3 in in ADP istl-1691 314 4 special special ADJ istl-1691 314 5 instruction instruction NOUN istl-1691 314 6 from from ADP istl-1691 314 7 the the DET istl-1691 314 8 libraries library NOUN istl-1691 314 9 during during ADP istl-1691 314 10 mentoring mentor VERB istl-1691 314 11 ( ( PUNCT istl-1691 314 12 faculty faculty NOUN istl-1691 314 13 - - PUNCT istl-1691 314 14 student student NOUN istl-1691 314 15 ) ) PUNCT istl-1691 314 16 in in ADP istl-1691 314 17 the the DET istl-1691 314 18 lab lab NOUN istl-1691 314 19 ( ( PUNCT istl-1691 314 20 with with ADP istl-1691 314 21 peers peer NOUN istl-1691 314 22 ) ) PUNCT istl-1691 314 23 somewhere somewhere ADV istl-1691 314 24 else else ADV istl-1691 314 25 ( ( PUNCT istl-1691 314 26 please please INTJ istl-1691 314 27 specify specify VERB istl-1691 314 28 ) ) PUNCT istl-1691 314 29 they they PRON istl-1691 314 30 do do AUX istl-1691 314 31 n't not PART istl-1691 314 32 learn learn VERB istl-1691 314 33 data data NOUN istl-1691 314 34 management management NOUN istl-1691 314 35 skills skill NOUN istl-1691 314 36 i i PRON istl-1691 314 37 do do AUX istl-1691 314 38 n't not PART istl-1691 314 39 know know VERB istl-1691 314 40     SPACE istl-1691 314 41 21 21 NUM istl-1691 314 42 ) ) PUNCT istl-1691 314 43 how how SCONJ istl-1691 314 44 important important ADJ istl-1691 314 45 is be AUX istl-1691 314 46 it it PRON istl-1691 314 47 that that SCONJ istl-1691 314 48 students student NOUN istl-1691 314 49 learn learn VERB istl-1691 314 50 the the DET istl-1691 314 51 following follow VERB istl-1691 314 52 data data NOUN istl-1691 314 53 management management NOUN istl-1691 314 54 topics topic NOUN istl-1691 314 55 ? ? PUNCT istl-1691 314 56     SPACE istl-1691 315 1 introduction introduction NOUN istl-1691 315 2 to to ADP istl-1691 315 3 databases database NOUN istl-1691 315 4 and and CCONJ istl-1691 315 5 data datum NOUN istl-1691 315 6 formats format NOUN istl-1691 315 7 in in ADP istl-1691 315 8 their their PRON istl-1691 315 9 discipline discipline NOUN istl-1691 315 10 very very ADV istl-1691 315 11 important important ADJ istl-1691 315 12 somewhat somewhat ADV istl-1691 315 13 important important ADJ istl-1691 315 14 not not PART istl-1691 315 15 important important ADJ istl-1691 315 16     SPACE istl-1691 315 17 search search NOUN istl-1691 315 18 and and CCONJ istl-1691 315 19 acquisition acquisition NOUN istl-1691 315 20 of of ADP istl-1691 315 21 data datum NOUN istl-1691 315 22 very very ADV istl-1691 315 23 important important ADJ istl-1691 315 24 somewhat somewhat ADV istl-1691 315 25 important important ADJ istl-1691 315 26 not not PART istl-1691 315 27 important important ADJ istl-1691 315 28     SPACE istl-1691 315 29 data datum NOUN istl-1691 315 30 management management NOUN istl-1691 315 31 and and CCONJ istl-1691 315 32 organization organization NOUN istl-1691 315 33 very very ADV istl-1691 315 34 important important ADJ istl-1691 315 35 somewhat somewhat ADV istl-1691 315 36 important important ADJ istl-1691 315 37 not not PART istl-1691 315 38 important important ADJ istl-1691 315 39     SPACE istl-1691 315 40 data data NOUN istl-1691 315 41 conversion conversion NOUN istl-1691 315 42 and and CCONJ istl-1691 315 43 interoperability interoperability NOUN istl-1691 315 44 very very ADV istl-1691 315 45 important important ADJ istl-1691 315 46 somewhat somewhat ADV istl-1691 315 47 important important ADJ istl-1691 315 48 not not PART istl-1691 315 49 important important ADJ istl-1691 315 50     SPACE istl-1691 315 51 quality quality NOUN istl-1691 315 52 assurance assurance NOUN istl-1691 315 53 very very ADV istl-1691 315 54 important important ADJ istl-1691 315 55 somewhat somewhat ADV istl-1691 315 56 important important ADJ istl-1691 315 57 not not PART istl-1691 315 58 important important ADJ istl-1691 315 59     SPACE istl-1691 315 60 metadata metadata NOUN istl-1691 315 61 ( ( PUNCT istl-1691 315 62 information information NOUN istl-1691 315 63 that that PRON istl-1691 315 64 describes describe VERB istl-1691 315 65 your your PRON istl-1691 315 66 datasets dataset NOUN istl-1691 315 67 ) ) PUNCT istl-1691 315 68 very very ADV istl-1691 315 69 important important ADJ istl-1691 315 70 somewhat somewhat ADV istl-1691 315 71 important important ADJ istl-1691 315 72 not not PART istl-1691 315 73 important important ADJ istl-1691 315 74     SPACE istl-1691 315 75 data datum NOUN istl-1691 315 76 curation curation NOUN istl-1691 315 77 and and CCONJ istl-1691 315 78 re re NOUN istl-1691 315 79 - - VERB istl-1691 315 80 use use VERB istl-1691 315 81 very very ADV istl-1691 315 82 important important ADJ istl-1691 315 83 somewhat somewhat ADV istl-1691 315 84 important important ADJ istl-1691 315 85 not not PART istl-1691 315 86 important important ADJ istl-1691 315 87     SPACE istl-1691 315 88 data datum NOUN istl-1691 315 89 practices practice NOUN istl-1691 315 90 , , PUNCT istl-1691 315 91 values value NOUN istl-1691 315 92 and and CCONJ istl-1691 315 93 norms norm NOUN istl-1691 315 94 in in ADP istl-1691 315 95 their their PRON istl-1691 315 96 discipline discipline NOUN istl-1691 315 97 very very ADV istl-1691 315 98 important important ADJ istl-1691 315 99 somewhat somewhat ADV istl-1691 315 100 important important ADJ istl-1691 315 101 not not PART istl-1691 315 102 important important ADJ istl-1691 315 103     SPACE istl-1691 315 104 data data NOUN istl-1691 315 105 preservation preservation NOUN istl-1691 315 106 very very ADV istl-1691 315 107 important important ADJ istl-1691 315 108 somewhat somewhat ADV istl-1691 315 109 important important ADJ istl-1691 315 110 not not PART istl-1691 315 111 important important ADJ istl-1691 315 112     SPACE istl-1691 315 113 data datum NOUN istl-1691 315 114 analysis analysis NOUN istl-1691 315 115 very very ADV istl-1691 315 116 important important ADJ istl-1691 315 117 somewhat somewhat ADV istl-1691 315 118 important important ADJ istl-1691 315 119 not not PART istl-1691 315 120 important important ADJ istl-1691 315 121     SPACE istl-1691 315 122 data data NOUN istl-1691 315 123 visualization visualization NOUN istl-1691 315 124 very very ADV istl-1691 315 125 important important ADJ istl-1691 315 126 somewhat somewhat ADV istl-1691 315 127 important important ADJ istl-1691 315 128 not not PART istl-1691 315 129 important important ADJ istl-1691 315 130     SPACE istl-1691 315 131 ethics ethic NOUN istl-1691 315 132 , , PUNCT istl-1691 315 133 including include VERB istl-1691 315 134 citation citation NOUN istl-1691 315 135 of of ADP istl-1691 315 136 data datum NOUN istl-1691 315 137 very very ADV istl-1691 315 138 important important ADJ istl-1691 315 139 somewhat somewhat ADV istl-1691 315 140 important important ADJ istl-1691 315 141 not not PART istl-1691 315 142 important important ADJ istl-1691 315 143     SPACE istl-1691 315 144 other other ADJ istl-1691 315 145 ( ( PUNCT istl-1691 315 146 please please INTJ istl-1691 315 147 specify specify VERB istl-1691 315 148 ) ) PUNCT istl-1691 315 149     SPACE istl-1691 315 150 if if SCONJ istl-1691 315 151 you you PRON istl-1691 315 152 have have VERB istl-1691 315 153 questions question NOUN istl-1691 315 154 or or CCONJ istl-1691 315 155 comments comment NOUN istl-1691 315 156 that that PRON istl-1691 315 157 are be AUX istl-1691 315 158 not not PART istl-1691 315 159 covered cover VERB istl-1691 315 160 , , PUNCT istl-1691 315 161 feel feel VERB istl-1691 315 162 free free ADJ istl-1691 315 163 to to PART istl-1691 315 164 leave leave VERB istl-1691 315 165 comments comment NOUN istl-1691 315 166     SPACE istl-1691 315 167 follow follow VERB istl-1691 315 168 - - PUNCT istl-1691 315 169 up up ADP istl-1691 315 170 : : PUNCT istl-1691 315 171 if if SCONJ istl-1691 315 172 you you PRON istl-1691 315 173 would would AUX istl-1691 315 174 like like VERB istl-1691 315 175 us we PRON istl-1691 315 176 to to PART istl-1691 315 177 contact contact VERB istl-1691 315 178 you you PRON istl-1691 315 179 directly directly ADV istl-1691 315 180 about about ADP istl-1691 315 181 matters matter NOUN istl-1691 315 182 regarding regard VERB istl-1691 315 183 data datum NOUN istl-1691 315 184 , , PUNCT istl-1691 315 185 please please INTJ istl-1691 315 186 indicate indicate VERB istl-1691 315 187 this this PRON istl-1691 315 188 in in ADP istl-1691 315 189 the the DET istl-1691 315 190 comment comment NOUN istl-1691 315 191 box box NOUN istl-1691 315 192 below below ADP istl-1691 315 193 leaving leave VERB istl-1691 315 194 your your PRON istl-1691 315 195 email email NOUN istl-1691 315 196 address address NOUN istl-1691 315 197 or or CCONJ istl-1691 315 198 contact contact VERB istl-1691 315 199 us we PRON istl-1691 315 200 directly directly ADV istl-1691 315 201 ( ( PUNCT istl-1691 315 202 this this DET istl-1691 315 203 method method NOUN istl-1691 315 204 preserves preserve VERB istl-1691 315 205 the the DET istl-1691 315 206 anonymity anonymity NOUN istl-1691 315 207 of of ADP istl-1691 315 208 your your PRON istl-1691 315 209 survey survey NOUN istl-1691 315 210 results result NOUN istl-1691 315 211 ) ) PUNCT istl-1691 315 212 . . PUNCT istl-1691 316 1 previous previous ADJ istl-1691 316 2 contents content NOUN istl-1691 316 3 next next ADV istl-1691 316 4 this this DET istl-1691 316 5 work work NOUN istl-1691 316 6 is be AUX istl-1691 316 7 licensed license VERB istl-1691 316 8 under under ADP istl-1691 316 9 a a DET istl-1691 316 10 creative creative ADJ istl-1691 316 11 commons common NOUN istl-1691 316 12 attribution attribution NOUN istl-1691 316 13 4.0 4.0 NUM istl-1691 316 14 international international ADJ istl-1691 316 15 license license NOUN istl-1691 316 16 . . PUNCT