id sid tid token lemma pos eblip-23816 1 1 article article NOUN eblip-23816 1 2     SPACE eblip-23816 1 3 using use VERB eblip-23816 1 4 analytic analytic ADJ eblip-23816 1 5 tools tool NOUN eblip-23816 1 6 with with ADP eblip-23816 1 7 california california PROPN eblip-23816 1 8 school school NOUN eblip-23816 1 9 library library PROPN eblip-23816 1 10 survey survey PROPN eblip-23816 1 11 data data PROPN eblip-23816 1 12     SPACE eblip-23816 1 13 dr dr PROPN eblip-23816 1 14 . . PROPN eblip-23816 1 15 lesley lesley PROPN eblip-23816 1 16 farmer farmer PROPN eblip-23816 1 17 professor professor PROPN eblip-23816 1 18 of of ADP eblip-23816 1 19 librarianship librarianship PROPN eblip-23816 1 20 california california PROPN eblip-23816 1 21 state state PROPN eblip-23816 1 22 university university PROPN eblip-23816 1 23 long long ADJ eblip-23816 1 24 beach beach PROPN eblip-23816 1 25 , , PUNCT eblip-23816 1 26 california california PROPN eblip-23816 1 27 , , PUNCT eblip-23816 1 28 united united PROPN eblip-23816 1 29 states states PROPN eblip-23816 1 30 of of ADP eblip-23816 1 31 america america PROPN eblip-23816 1 32 email email NOUN eblip-23816 1 33 : : PUNCT eblip-23816 1 34 lesley.farmer@csulb.edu lesley.farmer@csulb.edu PROPN eblip-23816 1 35     SPACE eblip-23816 1 36 dr dr PROPN eblip-23816 1 37 . . PROPN eblip-23816 1 38 alan alan PROPN eblip-23816 1 39 safer safer PROPN eblip-23816 1 40 california california PROPN eblip-23816 1 41 state state PROPN eblip-23816 1 42 university university PROPN eblip-23816 1 43 long long ADJ eblip-23816 1 44 beach beach PROPN eblip-23816 1 45 , , PUNCT eblip-23816 1 46 california california PROPN eblip-23816 1 47 , , PUNCT eblip-23816 1 48 united united PROPN eblip-23816 1 49 states states PROPN eblip-23816 1 50 of of ADP eblip-23816 1 51 america america PROPN eblip-23816 1 52 email email PROPN eblip-23816 1 53 : : PUNCT eblip-23816 1 54 alan.safer@csulb.edu alan.safer@csulb.edu PROPN eblip-23816 1 55     SPACE eblip-23816 1 56 joanna joanna PROPN eblip-23816 1 57 leack leack PROPN eblip-23816 1 58 california california PROPN eblip-23816 1 59 state state PROPN eblip-23816 1 60 university university PROPN eblip-23816 1 61 long long ADJ eblip-23816 1 62 beach beach PROPN eblip-23816 1 63 , , PUNCT eblip-23816 1 64 california california PROPN eblip-23816 1 65 , , PUNCT eblip-23816 1 66 united united PROPN eblip-23816 1 67 states states PROPN eblip-23816 1 68 of of ADP eblip-23816 1 69 america america PROPN eblip-23816 1 70 email email NOUN eblip-23816 1 71 : : PUNCT eblip-23816 1 72 joannaleack@gmail.com joannaleack@gmail.com X eblip-23816 1 73     SPACE eblip-23816 1 74 received receive VERB eblip-23816 1 75 : : PUNCT eblip-23816 1 76 2 2 NUM eblip-23816 1 77 dec dec PROPN eblip-23816 1 78 . . PROPN eblip-23816 1 79 2014 2014 NUM eblip-23816 1 80             SPACE eblip-23816 1 81 accepted accept VERB eblip-23816 1 82 : : PUNCT eblip-23816 1 83 4 4 NUM eblip-23816 1 84 feb feb X eblip-23816 1 85 . . PROPN eblip-23816 1 86 2015 2015 NUM eblip-23816 1 87                         SPACE eblip-23816 1 88 2015 2015 NUM eblip-23816 1 89 farmer farmer NOUN eblip-23816 1 90 , , PUNCT eblip-23816 1 91 safer safe ADJ eblip-23816 1 92 , , PUNCT eblip-23816 1 93 and and CCONJ eblip-23816 1 94 leack leack NOUN eblip-23816 1 95 . . PUNCT eblip-23816 2 1 this this PRON eblip-23816 2 2 is be AUX eblip-23816 2 3 an an DET eblip-23816 2 4 open open ADJ eblip-23816 2 5 access access NOUN eblip-23816 2 6 article article NOUN eblip-23816 2 7 distributed distribute VERB eblip-23816 2 8 under under ADP eblip-23816 2 9 the the DET eblip-23816 2 10 terms term NOUN eblip-23816 2 11 of of ADP eblip-23816 2 12 the the DET eblip-23816 2 13 creative creative ADJ eblip-23816 2 14 commons‐attribution‐noncommercial‐share commons‐attribution‐noncommercial‐share NOUN eblip-23816 2 15 alike alike ADJ eblip-23816 2 16 license license VERB eblip-23816 2 17 4.0 4.0 NUM eblip-23816 2 18 international international ADJ eblip-23816 2 19 ( ( PUNCT eblip-23816 2 20 http://creativecommons.org/licenses/by-nc-sa/4.0/ http://creativecommons.org/licenses/by-nc-sa/4.0/ PROPN eblip-23816 2 21 ) ) PUNCT eblip-23816 2 22 , , PUNCT eblip-23816 2 23 which which PRON eblip-23816 2 24 permits permit VERB eblip-23816 2 25 unrestricted unrestricted ADJ eblip-23816 2 26 use use NOUN eblip-23816 2 27 , , PUNCT eblip-23816 2 28 distribution distribution NOUN eblip-23816 2 29 , , PUNCT eblip-23816 2 30 and and CCONJ eblip-23816 2 31 reproduction reproduction NOUN eblip-23816 2 32 in in ADP eblip-23816 2 33 any any DET eblip-23816 2 34 medium medium NOUN eblip-23816 2 35 , , PUNCT eblip-23816 2 36 provided provide VERB eblip-23816 2 37 the the DET eblip-23816 2 38 original original ADJ eblip-23816 2 39 work work NOUN eblip-23816 2 40 is be AUX eblip-23816 2 41 properly properly ADV eblip-23816 2 42 attributed attribute VERB eblip-23816 2 43 , , PUNCT eblip-23816 2 44 not not PART eblip-23816 2 45 used use VERB eblip-23816 2 46 for for ADP eblip-23816 2 47 commercial commercial ADJ eblip-23816 2 48 purposes purpose NOUN eblip-23816 2 49 , , PUNCT eblip-23816 2 50 and and CCONJ eblip-23816 2 51 , , PUNCT eblip-23816 2 52 if if SCONJ eblip-23816 2 53 transformed transform VERB eblip-23816 2 54 , , PUNCT eblip-23816 2 55 the the DET eblip-23816 2 56 resulting result VERB eblip-23816 2 57 work work NOUN eblip-23816 2 58 is be AUX eblip-23816 2 59 redistributed redistribute VERB eblip-23816 2 60 under under ADP eblip-23816 2 61 the the DET eblip-23816 2 62 same same ADJ eblip-23816 2 63 or or CCONJ eblip-23816 2 64 similar similar ADJ eblip-23816 2 65 license license NOUN eblip-23816 2 66 to to ADP eblip-23816 2 67 this this DET eblip-23816 2 68 one one NUM eblip-23816 2 69 . . PUNCT eblip-23816 2 70     SPACE eblip-23816 3 1 abstract abstract ADJ eblip-23816 3 2     SPACE eblip-23816 3 3 objective objective NOUN eblip-23816 3 4 — — PUNCT eblip-23816 3 5 california california PROPN eblip-23816 3 6 school school NOUN eblip-23816 3 7 libraries library NOUN eblip-23816 3 8 have have VERB eblip-23816 3 9 new new ADJ eblip-23816 3 10 state state NOUN eblip-23816 3 11 standards standard NOUN eblip-23816 3 12 , , PUNCT eblip-23816 3 13 which which PRON eblip-23816 3 14 can can AUX eblip-23816 3 15 serve serve VERB eblip-23816 3 16 to to PART eblip-23816 3 17 guide guide VERB eblip-23816 3 18 their their PRON eblip-23816 3 19 programs program NOUN eblip-23816 3 20 . . PUNCT eblip-23816 4 1 based base VERB eblip-23816 4 2 on on ADP eblip-23816 4 3 pre pre ADJ eblip-23816 4 4 - - ADJ eblip-23816 4 5 standard standard ADJ eblip-23816 4 6 and and CCONJ eblip-23816 4 7 post post ADJ eblip-23816 4 8 - - ADJ eblip-23816 4 9 standard standard ADJ eblip-23816 4 10 library library NOUN eblip-23816 4 11 survey survey NOUN eblip-23816 4 12 data datum NOUN eblip-23816 4 13 , , PUNCT eblip-23816 4 14 this this DET eblip-23816 4 15 research research NOUN eblip-23816 4 16 compares compare VERB eblip-23816 4 17 california california PROPN eblip-23816 4 18 school school NOUN eblip-23816 4 19 library library NOUN eblip-23816 4 20 programs program NOUN eblip-23816 4 21 to to PART eblip-23816 4 22 determine determine VERB eblip-23816 4 23 the the DET eblip-23816 4 24 variables variable NOUN eblip-23816 4 25 that that PRON eblip-23816 4 26 can can AUX eblip-23816 4 27 potentially potentially ADV eblip-23816 4 28 help help VERB eblip-23816 4 29 a a DET eblip-23816 4 30 school school NOUN eblip-23816 4 31 library library NOUN eblip-23816 4 32 reach reach VERB eblip-23816 4 33 the the DET eblip-23816 4 34 state state NOUN eblip-23816 4 35 standards standard NOUN eblip-23816 4 36 , , PUNCT eblip-23816 4 37 and and CCONJ eblip-23816 4 38 to to PART eblip-23816 4 39 develop develop VERB eblip-23816 4 40 a a DET eblip-23816 4 41 predictive predictive ADJ eblip-23816 4 42 model model NOUN eblip-23816 4 43 of of ADP eblip-23816 4 44 those those DET eblip-23816 4 45 variables variable NOUN eblip-23816 4 46 . . PUNCT eblip-23816 4 47     SPACE eblip-23816 5 1 methods method NOUN eblip-23816 5 2 – – PUNCT eblip-23816 5 3 variations variation NOUN eblip-23816 5 4 of of ADP eblip-23816 5 5 decision decision NOUN eblip-23816 5 6 trees tree NOUN eblip-23816 5 7 and and CCONJ eblip-23816 5 8 logistic logistic ADJ eblip-23816 5 9 regression regression NOUN eblip-23816 5 10 statistical statistical ADJ eblip-23816 5 11 techniques technique NOUN eblip-23816 5 12 were be AUX eblip-23816 5 13 applied apply VERB eblip-23816 5 14 to to ADP eblip-23816 5 15 the the DET eblip-23816 5 16 library library NOUN eblip-23816 5 17 survey survey NOUN eblip-23816 5 18 data datum NOUN eblip-23816 5 19 in in ADP eblip-23816 5 20 order order NOUN eblip-23816 5 21 to to PART eblip-23816 5 22 create create VERB eblip-23816 5 23 the the DET eblip-23816 5 24 best good ADJ eblip-23816 5 25 - - PUNCT eblip-23816 5 26 fit fit ADJ eblip-23816 5 27 model model NOUN eblip-23816 5 28 . . PUNCT eblip-23816 5 29     SPACE eblip-23816 6 1 results result VERB eblip-23816 6 2 – – PUNCT eblip-23816 6 3 best good ADJ eblip-23816 6 4 models model NOUN eblip-23816 6 5 were be AUX eblip-23816 6 6 chosen choose VERB eblip-23816 6 7 within within ADP eblip-23816 6 8 each each DET eblip-23816 6 9 technique technique NOUN eblip-23816 6 10 , , PUNCT eblip-23816 6 11 and and CCONJ eblip-23816 6 12 then then ADV eblip-23816 6 13 compared compare VERB eblip-23816 6 14 , , PUNCT eblip-23816 6 15 concluding conclude VERB eblip-23816 6 16 that that SCONJ eblip-23816 6 17 the the DET eblip-23816 6 18 decision decision NOUN eblip-23816 6 19 tree tree NOUN eblip-23816 6 20 using use VERB eblip-23816 6 21 the the DET eblip-23816 6 22 cart cart NOUN eblip-23816 6 23 algorithm algorithm NOUN eblip-23816 6 24 had have VERB eblip-23816 6 25 the the DET eblip-23816 6 26 most most ADV eblip-23816 6 27 accurate accurate ADJ eblip-23816 6 28 results result NOUN eblip-23816 6 29 . . PUNCT eblip-23816 7 1 numerous numerous ADJ eblip-23816 7 2 variables variable NOUN eblip-23816 7 3 came come VERB eblip-23816 7 4 up up ADP eblip-23816 7 5 as as ADV eblip-23816 7 6 important important ADJ eblip-23816 7 7 across across ADP eblip-23816 7 8 different different ADJ eblip-23816 7 9 models model NOUN eblip-23816 7 10 , , PUNCT eblip-23816 7 11 including include VERB eblip-23816 7 12 : : PUNCT eblip-23816 7 13 funding funding NOUN eblip-23816 7 14 sources source NOUN eblip-23816 7 15 , , PUNCT eblip-23816 7 16 collection collection NOUN eblip-23816 7 17 size size NOUN eblip-23816 7 18 , , PUNCT eblip-23816 7 19 and and CCONJ eblip-23816 7 20 access access NOUN eblip-23816 7 21 to to ADP eblip-23816 7 22 online online ADJ eblip-23816 7 23 subscriptions subscription NOUN eblip-23816 7 24 . . PUNCT eblip-23816 7 25     SPACE eblip-23816 8 1 conclusion conclusion NOUN eblip-23816 8 2 – – PUNCT eblip-23816 8 3 school school NOUN eblip-23816 8 4 library library NOUN eblip-23816 8 5 metrics metric NOUN eblip-23816 8 6 can can AUX eblip-23816 8 7 help help VERB eblip-23816 8 8 both both DET eblip-23816 8 9 librarians librarian NOUN eblip-23816 8 10 and and CCONJ eblip-23816 8 11 the the DET eblip-23816 8 12 educational educational ADJ eblip-23816 8 13 community community NOUN eblip-23816 8 14 analyze analyze NOUN eblip-23816 8 15 school school NOUN eblip-23816 8 16 library library NOUN eblip-23816 8 17 programs program NOUN eblip-23816 8 18 closely closely ADV eblip-23816 8 19 and and CCONJ eblip-23816 8 20 determine determine VERB eblip-23816 8 21 effective effective ADJ eblip-23816 8 22 ways way NOUN eblip-23816 8 23 to to PART eblip-23816 8 24 maximize maximize VERB eblip-23816 8 25 the the DET eblip-23816 8 26 school school NOUN eblip-23816 8 27 library library NOUN eblip-23816 8 28 ’s ’s PART eblip-23816 8 29 impact impact NOUN eblip-23816 8 30 on on ADP eblip-23816 8 31 student student NOUN eblip-23816 8 32 learning learning NOUN eblip-23816 8 33 . . PUNCT eblip-23816 9 1 more more ADV eblip-23816 9 2 generally generally ADV eblip-23816 9 3 , , PUNCT eblip-23816 9 4 library library ADJ eblip-23816 9 5 resources resource NOUN eblip-23816 9 6 and and CCONJ eblip-23816 9 7 services service NOUN eblip-23816 9 8 can can AUX eblip-23816 9 9 be be AUX eblip-23816 9 10 measured measure VERB eblip-23816 9 11 as as ADP eblip-23816 9 12 data data NOUN eblip-23816 9 13 points point NOUN eblip-23816 9 14 , , PUNCT eblip-23816 9 15 and and CCONJ eblip-23816 9 16 then then ADV eblip-23816 9 17 modeling modeling NOUN eblip-23816 9 18 statistics statistic NOUN eblip-23816 9 19 can can AUX eblip-23816 9 20 be be AUX eblip-23816 9 21 applied apply VERB eblip-23816 9 22 in in ADP eblip-23816 9 23 order order NOUN eblip-23816 9 24 to to PART eblip-23816 9 25 optimize optimize VERB eblip-23816 9 26 library library ADJ eblip-23816 9 27 operations operation NOUN eblip-23816 9 28 . . PUNCT eblip-23816 9 29     SPACE eblip-23816 10 1 introduction introduction NOUN eblip-23816 10 2     SPACE eblip-23816 10 3 from from ADP eblip-23816 10 4 preschools preschool NOUN eblip-23816 10 5 to to ADP eblip-23816 10 6 college college NOUN eblip-23816 11 1 , , PUNCT eblip-23816 11 2 every every DET eblip-23816 11 3 school school NOUN eblip-23816 11 4 ’s ’s PART eblip-23816 11 5 mission mission NOUN eblip-23816 11 6 is be AUX eblip-23816 11 7 to to PART eblip-23816 11 8 provide provide VERB eblip-23816 11 9 their their PRON eblip-23816 11 10 students student NOUN eblip-23816 11 11 with with ADP eblip-23816 11 12 the the DET eblip-23816 11 13 very very ADV eblip-23816 11 14 best good ADJ eblip-23816 11 15 education education NOUN eblip-23816 11 16 possible possible ADJ eblip-23816 11 17 . . PUNCT eblip-23816 12 1 to to PART eblip-23816 12 2 do do VERB eblip-23816 12 3 this this PRON eblip-23816 12 4 , , PUNCT eblip-23816 12 5 schools school NOUN eblip-23816 12 6 have have VERB eblip-23816 12 7 to to PART eblip-23816 12 8 provide provide VERB eblip-23816 12 9 many many ADJ eblip-23816 12 10 things thing NOUN eblip-23816 12 11 , , PUNCT eblip-23816 12 12 such such ADJ eblip-23816 12 13 as as ADP eblip-23816 12 14 curriculum curriculum NOUN eblip-23816 12 15 , , PUNCT eblip-23816 12 16 instruction instruction NOUN eblip-23816 12 17 , , PUNCT eblip-23816 12 18 resources resource NOUN eblip-23816 12 19 , , PUNCT eblip-23816 12 20 and and CCONJ eblip-23816 12 21 an an DET eblip-23816 12 22 effective effective ADJ eblip-23816 12 23 learning learning NOUN eblip-23816 12 24 environment environment NOUN eblip-23816 12 25 . . PUNCT eblip-23816 12 26     SPACE eblip-23816 13 1 within within ADP eblip-23816 13 2 this this DET eblip-23816 13 3 framework framework NOUN eblip-23816 13 4 , , PUNCT eblip-23816 13 5 school school NOUN eblip-23816 13 6 libraries library NOUN eblip-23816 13 7 have have VERB eblip-23816 13 8 as as ADP eblip-23816 13 9 their their PRON eblip-23816 13 10 mission mission NOUN eblip-23816 13 11 : : PUNCT eblip-23816 13 12 “ " PUNCT eblip-23816 13 13 to to PART eblip-23816 13 14 ensure ensure VERB eblip-23816 13 15 that that SCONJ eblip-23816 13 16 students student NOUN eblip-23816 13 17 and and CCONJ eblip-23816 13 18 staff staff NOUN eblip-23816 13 19 are be AUX eblip-23816 13 20 effective effective ADJ eblip-23816 13 21 users user NOUN eblip-23816 13 22 of of ADP eblip-23816 13 23 ideas idea NOUN eblip-23816 13 24 and and CCONJ eblip-23816 13 25 information information NOUN eblip-23816 13 26 ” " PUNCT eblip-23816 13 27 ( ( PUNCT eblip-23816 13 28 aasl aasl NOUN eblip-23816 13 29 , , PUNCT eblip-23816 13 30 2007 2007 NUM eblip-23816 13 31 , , PUNCT eblip-23816 13 32 p. p. NOUN eblip-23816 13 33 8) 8) NUM eblip-23816 13 34 . . PUNCT eblip-23816 14 1 this this DET eblip-23816 14 2 mission mission NOUN eblip-23816 14 3 involves involve VERB eblip-23816 14 4 both both CCONJ eblip-23816 14 5 physical physical ADJ eblip-23816 14 6 and and CCONJ eblip-23816 14 7 intellectual intellectual ADJ eblip-23816 14 8 access access NOUN eblip-23816 14 9 , , PUNCT eblip-23816 14 10 and and CCONJ eblip-23816 14 11 requires require VERB eblip-23816 14 12 considering consider VERB eblip-23816 14 13 preconditions precondition NOUN eblip-23816 14 14 , , PUNCT eblip-23816 14 15 such such ADJ eblip-23816 14 16 as as ADP eblip-23816 14 17 providing provide VERB eblip-23816 14 18 as as ADV eblip-23816 14 19 much much ADJ eblip-23816 14 20 material material NOUN eblip-23816 14 21 in in ADP eblip-23816 14 22 as as ADV eblip-23816 14 23 many many ADJ eblip-23816 14 24 different different ADJ eblip-23816 14 25 formats format NOUN eblip-23816 14 26 as as ADP eblip-23816 14 27 possible possible ADJ eblip-23816 14 28 , , PUNCT eblip-23816 14 29 or or CCONJ eblip-23816 14 30 being be AUX eblip-23816 14 31 open open ADJ eblip-23816 14 32 during during ADP eblip-23816 14 33 commonly commonly ADV eblip-23816 14 34 accessible accessible ADJ eblip-23816 14 35 hours hour NOUN eblip-23816 14 36 for for ADP eblip-23816 14 37 students student NOUN eblip-23816 14 38 . . PUNCT eblip-23816 15 1 having have VERB eblip-23816 15 2 proper proper ADJ eblip-23816 15 3 staff staff NOUN eblip-23816 15 4 , , PUNCT eblip-23816 15 5 enough enough ADJ eblip-23816 15 6 funding funding NOUN eblip-23816 15 7 , , PUNCT eblip-23816 15 8 and and CCONJ eblip-23816 15 9 a a DET eblip-23816 15 10 quality quality NOUN eblip-23816 15 11 collection collection NOUN eblip-23816 15 12 potentially potentially ADV eblip-23816 15 13 positively positively ADV eblip-23816 15 14 impact impact VERB eblip-23816 15 15 the the DET eblip-23816 15 16 school school NOUN eblip-23816 15 17 community community NOUN eblip-23816 15 18 , , PUNCT eblip-23816 15 19 and and CCONJ eblip-23816 15 20 therefore therefore ADV eblip-23816 15 21 can can AUX eblip-23816 15 22 have have VERB eblip-23816 15 23 a a DET eblip-23816 15 24 positive positive ADJ eblip-23816 15 25 effect effect NOUN eblip-23816 15 26 on on ADP eblip-23816 15 27 student student NOUN eblip-23816 15 28 learning learn VERB eblip-23816 15 29 outcomes outcome NOUN eblip-23816 15 30 . . PUNCT eblip-23816 15 31     SPACE eblip-23816 15 32 in in ADP eblip-23816 15 33 order order NOUN eblip-23816 15 34 to to PART eblip-23816 15 35 keep keep VERB eblip-23816 15 36 libraries library NOUN eblip-23816 15 37 striving strive VERB eblip-23816 15 38 to to PART eblip-23816 15 39 provide provide VERB eblip-23816 15 40 the the DET eblip-23816 15 41 best good ADJ eblip-23816 15 42 program program NOUN eblip-23816 15 43 of of ADP eblip-23816 15 44 resources resource NOUN eblip-23816 15 45 and and CCONJ eblip-23816 15 46 services service NOUN eblip-23816 15 47 possible possible ADJ eblip-23816 15 48 , , PUNCT eblip-23816 15 49 some some DET eblip-23816 15 50 states state NOUN eblip-23816 15 51 set set VERB eblip-23816 15 52 standards standard NOUN eblip-23816 15 53 for for ADP eblip-23816 15 54 those those DET eblip-23816 15 55 conditions condition NOUN eblip-23816 15 56 that that PRON eblip-23816 15 57 benefit benefit VERB eblip-23816 15 58 student student NOUN eblip-23816 15 59 learning learning NOUN eblip-23816 15 60 . . PUNCT eblip-23816 16 1 in in ADP eblip-23816 16 2 2011 2011 NUM eblip-23816 16 3 the the DET eblip-23816 16 4 california california PROPN eblip-23816 16 5 department department PROPN eblip-23816 16 6 of of ADP eblip-23816 16 7 education education NOUN eblip-23816 16 8 put put VERB eblip-23816 16 9 into into ADP eblip-23816 16 10 effect effect NOUN eblip-23816 16 11 statewide statewide ADJ eblip-23816 16 12 model model PROPN eblip-23816 16 13 school school NOUN eblip-23816 16 14 library library NOUN eblip-23816 16 15 standards standard NOUN eblip-23816 16 16 , , PUNCT eblip-23816 16 17 which which PRON eblip-23816 16 18 address address VERB eblip-23816 16 19 many many ADJ eblip-23816 16 20 aspects aspect NOUN eblip-23816 16 21 of of ADP eblip-23816 16 22 a a DET eblip-23816 16 23 library library NOUN eblip-23816 16 24 including include VERB eblip-23816 16 25 resources resource NOUN eblip-23816 16 26 , , PUNCT eblip-23816 16 27 staff staff NOUN eblip-23816 16 28 , , PUNCT eblip-23816 16 29 services service NOUN eblip-23816 16 30 , , PUNCT eblip-23816 16 31 and and CCONJ eblip-23816 16 32 budget budget NOUN eblip-23816 16 33 . . PUNCT eblip-23816 17 1 the the DET eblip-23816 17 2 standards standard NOUN eblip-23816 17 3 included include VERB eblip-23816 17 4 both both DET eblip-23816 17 5 student student NOUN eblip-23816 17 6 performance performance NOUN eblip-23816 17 7 standards standard NOUN eblip-23816 17 8 and and CCONJ eblip-23816 17 9 research research NOUN eblip-23816 17 10 - - PUNCT eblip-23816 17 11 based base VERB eblip-23816 17 12 standards standard NOUN eblip-23816 17 13 for for ADP eblip-23816 17 14 the the DET eblip-23816 17 15 school school NOUN eblip-23816 17 16 library library NOUN eblip-23816 17 17 programs program NOUN eblip-23816 17 18 themselves themselves PRON eblip-23816 17 19 ( ( PUNCT eblip-23816 17 20 farmer farmer NOUN eblip-23816 17 21 & & CCONJ eblip-23816 17 22 safer safe ADJ eblip-23816 17 23 , , PUNCT eblip-23816 17 24 2010 2010 NUM eblip-23816 17 25 ) ) PUNCT eblip-23816 17 26 . . PUNCT eblip-23816 17 27     SPACE eblip-23816 18 1 this this DET eblip-23816 18 2 notion notion NOUN eblip-23816 18 3 of of ADP eblip-23816 18 4 standards standard NOUN eblip-23816 18 5 transcends transcend VERB eblip-23816 18 6 school school NOUN eblip-23816 18 7 libraries library NOUN eblip-23816 18 8 . . PUNCT eblip-23816 19 1 academic academic ADJ eblip-23816 19 2 , , PUNCT eblip-23816 19 3 public public ADJ eblip-23816 19 4 , , PUNCT eblip-23816 19 5 and and CCONJ eblip-23816 19 6 special special ADJ eblip-23816 19 7 libraries library NOUN eblip-23816 19 8 also also ADV eblip-23816 19 9 need need VERB eblip-23816 19 10 to to PART eblip-23816 19 11 provide provide VERB eblip-23816 19 12 the the DET eblip-23816 19 13 resources resource NOUN eblip-23816 19 14 and and CCONJ eblip-23816 19 15 services service NOUN eblip-23816 19 16 to to PART eblip-23816 19 17 meet meet VERB eblip-23816 19 18 their their PRON eblip-23816 19 19 communities community NOUN eblip-23816 19 20 ’ ' PUNCT eblip-23816 19 21 information information NOUN eblip-23816 19 22 needs need NOUN eblip-23816 19 23 . . PUNCT eblip-23816 20 1 library library NOUN eblip-23816 20 2 systems system NOUN eblip-23816 20 3 may may AUX eblip-23816 20 4 have have VERB eblip-23816 20 5 baseline baseline NOUN eblip-23816 20 6 standards standard NOUN eblip-23816 20 7 , , PUNCT eblip-23816 20 8 stating state VERB eblip-23816 20 9 a a DET eblip-23816 20 10 minimum minimum ADJ eblip-23816 20 11 number number NOUN eblip-23816 20 12 of of ADP eblip-23816 20 13 volumes volume NOUN eblip-23816 20 14 , , PUNCT eblip-23816 20 15 subscriptions subscription NOUN eblip-23816 20 16 , , PUNCT eblip-23816 20 17 equipment equipment NOUN eblip-23816 20 18 , , PUNCT eblip-23816 20 19 staff staff NOUN eblip-23816 20 20 , , PUNCT eblip-23816 20 21 and and CCONJ eblip-23816 20 22 required required ADJ eblip-23816 20 23 services service NOUN eblip-23816 20 24 . . PUNCT eblip-23816 21 1 at at ADP eblip-23816 21 2 the the DET eblip-23816 21 3 least least ADJ eblip-23816 21 4 , , PUNCT eblip-23816 21 5 libraries library NOUN eblip-23816 21 6 often often ADV eblip-23816 21 7 compare compare VERB eblip-23816 21 8 their their PRON eblip-23816 21 9 resources resource NOUN eblip-23816 21 10 and and CCONJ eblip-23816 21 11 services service NOUN eblip-23816 21 12 to to ADP eblip-23816 21 13 those those PRON eblip-23816 21 14 of of ADP eblip-23816 21 15 their their PRON eblip-23816 21 16 counterparts counterpart NOUN eblip-23816 21 17 , , PUNCT eblip-23816 21 18 so so SCONJ eblip-23816 21 19 that that SCONJ eblip-23816 21 20 normative normative ADJ eblip-23816 21 21 measures measure NOUN eblip-23816 21 22 emerge emerge VERB eblip-23816 21 23 . . PUNCT eblip-23816 22 1 by by ADP eblip-23816 22 2 identifying identify VERB eblip-23816 22 3 key key ADJ eblip-23816 22 4 factors factor NOUN eblip-23816 22 5 that that PRON eblip-23816 22 6 impact impact VERB eblip-23816 22 7 the the DET eblip-23816 22 8 library library NOUN eblip-23816 22 9 ’s ’s PART eblip-23816 22 10 operational operational ADJ eblip-23816 22 11 effectiveness effectiveness NOUN eblip-23816 22 12 , , PUNCT eblip-23816 22 13 and and CCONJ eblip-23816 22 14 by by ADP eblip-23816 22 15 developing develop VERB eblip-23816 22 16 a a DET eblip-23816 22 17 predictive predictive ADJ eblip-23816 22 18 model model NOUN eblip-23816 22 19 , , PUNCT eblip-23816 22 20 libraries library NOUN eblip-23816 22 21 can can AUX eblip-23816 22 22 optimize optimize VERB eblip-23816 22 23 funding funding NOUN eblip-23816 22 24 decisions decision NOUN eblip-23816 22 25 and and CCONJ eblip-23816 22 26 develop develop VERB eblip-23816 22 27 evidence evidence NOUN eblip-23816 22 28 - - PUNCT eblip-23816 22 29 based base VERB eblip-23816 22 30 standards standard NOUN eblip-23816 22 31 and and CCONJ eblip-23816 22 32 guidelines guideline NOUN eblip-23816 22 33 . . PUNCT eblip-23816 22 34     SPACE eblip-23816 23 1 this this DET eblip-23816 23 2 research research NOUN eblip-23816 23 3 used use VERB eblip-23816 23 4 several several ADJ eblip-23816 23 5 data datum NOUN eblip-23816 23 6 analytic analytic ADJ eblip-23816 23 7 techniques technique NOUN eblip-23816 23 8 to to PART eblip-23816 23 9 determine determine VERB eblip-23816 23 10 which which DET eblip-23816 23 11 aspects aspect NOUN eblip-23816 23 12 of of ADP eblip-23816 23 13 a a DET eblip-23816 23 14 california california PROPN eblip-23816 23 15 school school NOUN eblip-23816 23 16 library library NOUN eblip-23816 23 17 program program NOUN eblip-23816 23 18 affect affect VERB eblip-23816 23 19 its its PRON eblip-23816 23 20 ability ability NOUN eblip-23816 23 21 to to PART eblip-23816 23 22 meet meet VERB eblip-23816 23 23 these these DET eblip-23816 23 24 statewide statewide ADJ eblip-23816 23 25 standards standard NOUN eblip-23816 23 26 . . PUNCT eblip-23816 24 1 these these DET eblip-23816 24 2 statistical statistical ADJ eblip-23816 24 3 methods method NOUN eblip-23816 24 4 can can AUX eblip-23816 24 5 be be AUX eblip-23816 24 6 applied apply VERB eblip-23816 24 7 to to ADP eblip-23816 24 8 many many ADJ eblip-23816 24 9 other other ADJ eblip-23816 24 10 library library NOUN eblip-23816 24 11 settings setting NOUN eblip-23816 24 12 . . PUNCT eblip-23816 24 13     SPACE eblip-23816 25 1 literature literature PROPN eblip-23816 25 2 review review NOUN eblip-23816 25 3     SPACE eblip-23816 25 4 in in ADP eblip-23816 25 5 this this DET eblip-23816 25 6 age age NOUN eblip-23816 25 7 of of ADP eblip-23816 25 8 added add VERB eblip-23816 25 9 accountability accountability NOUN eblip-23816 25 10 and and CCONJ eblip-23816 25 11 value value NOUN eblip-23816 25 12 - - PUNCT eblip-23816 25 13 added add VERB eblip-23816 25 14 impact impact NOUN eblip-23816 25 15 , , PUNCT eblip-23816 25 16 school school NOUN eblip-23816 25 17 librarians librarian NOUN eblip-23816 25 18 need need VERB eblip-23816 25 19 to to PART eblip-23816 25 20 show show VERB eblip-23816 25 21 how how SCONJ eblip-23816 25 22 they they PRON eblip-23816 25 23 contribute contribute VERB eblip-23816 25 24 to to ADP eblip-23816 25 25 the the DET eblip-23816 25 26 school school NOUN eblip-23816 25 27 ’s ’s PART eblip-23816 25 28 mission mission NOUN eblip-23816 25 29 . . PUNCT eblip-23816 26 1 furthermore furthermore ADV eblip-23816 26 2 , , PUNCT eblip-23816 26 3 in in ADP eblip-23816 26 4 tough tough ADJ eblip-23816 26 5 economic economic ADJ eblip-23816 26 6 times time NOUN eblip-23816 26 7 , , PUNCT eblip-23816 26 8 school school NOUN eblip-23816 26 9 librarians librarian NOUN eblip-23816 26 10 have have AUX eblip-23816 26 11 needed need VERB eblip-23816 26 12 to to PART eblip-23816 26 13 make make VERB eblip-23816 26 14 their their PRON eblip-23816 26 15 case case NOUN eblip-23816 26 16 in in ADP eblip-23816 26 17 order order NOUN eblip-23816 26 18 to to PART eblip-23816 26 19 continue continue VERB eblip-23816 26 20 their their PRON eblip-23816 26 21 programs program NOUN eblip-23816 26 22 . . PUNCT eblip-23816 26 23     SPACE eblip-23816 27 1 hundreds hundred NOUN eblip-23816 27 2 of of ADP eblip-23816 27 3 research research NOUN eblip-23816 27 4 studies study NOUN eblip-23816 27 5 have have AUX eblip-23816 27 6 found find VERB eblip-23816 27 7 significant significant ADJ eblip-23816 27 8 positive positive ADJ eblip-23816 27 9 correlations correlation NOUN eblip-23816 27 10 between between ADP eblip-23816 27 11 aspects aspect NOUN eblip-23816 27 12 of of ADP eblip-23816 27 13 school school NOUN eblip-23816 27 14 library library NOUN eblip-23816 27 15 programs program NOUN eblip-23816 27 16 and and CCONJ eblip-23816 27 17 student student NOUN eblip-23816 27 18 achievement achievement NOUN eblip-23816 27 19 . . PUNCT eblip-23816 28 1 mansfield mansfield PROPN eblip-23816 28 2 university university PROPN eblip-23816 28 3 ’s ’s PART eblip-23816 28 4 literature literature PROPN eblip-23816 28 5 review review PROPN eblip-23816 28 6 ( ( PUNCT eblip-23816 28 7 kachel kachel PROPN eblip-23816 28 8 , , PUNCT eblip-23816 28 9 2013 2013 NUM eblip-23816 28 10 ) ) PUNCT eblip-23816 28 11 , , PUNCT eblip-23816 28 12 scholastic scholastic VERB eblip-23816 28 13 ’s ’ VERB eblip-23816 28 14 what what PRON eblip-23816 28 15 works work VERB eblip-23816 28 16 ! ! PUNCT eblip-23816 29 1 ( ( PUNCT eblip-23816 29 2 2008 2008 NUM eblip-23816 29 3 ) ) PUNCT eblip-23816 29 4 , , PUNCT eblip-23816 29 5 farmer farmer NOUN eblip-23816 29 6 ’s ’s PART eblip-23816 29 7 2003 2003 NUM eblip-23816 29 8 synthesis synthesis NOUN eblip-23816 29 9 and and CCONJ eblip-23816 29 10 the the DET eblip-23816 29 11 library library PROPN eblip-23816 29 12 research research NOUN eblip-23816 29 13 service service NOUN eblip-23816 29 14 website website NOUN eblip-23816 29 15 ( ( PUNCT eblip-23816 29 16 http://www.lrs.org/data-tools/school-libraries/impact-studies/ http://www.lrs.org/data-tools/school-libraries/impact-studies/ NOUN eblip-23816 29 17 ) ) PUNCT eblip-23816 29 18 provide provide VERB eblip-23816 29 19 compendia compendia NOUN eblip-23816 29 20 of of ADP eblip-23816 29 21 school school NOUN eblip-23816 29 22 library library NOUN eblip-23816 29 23 impact impact NOUN eblip-23816 29 24 studies study NOUN eblip-23816 29 25 . . PUNCT eblip-23816 29 26     SPACE eblip-23816 30 1 traditionally traditionally ADV eblip-23816 30 2 , , PUNCT eblip-23816 30 3 school school NOUN eblip-23816 30 4 library library NOUN eblip-23816 30 5 programs program NOUN eblip-23816 30 6 have have AUX eblip-23816 30 7 based base VERB eblip-23816 30 8 their their PRON eblip-23816 30 9 worth worth NOUN eblip-23816 30 10 on on ADP eblip-23816 30 11 their their PRON eblip-23816 30 12 input input NOUN eblip-23816 30 13 and and CCONJ eblip-23816 30 14 processes process NOUN eblip-23816 30 15 , , PUNCT eblip-23816 30 16 that that ADV eblip-23816 30 17 is is ADV eblip-23816 30 18 , , PUNCT eblip-23816 30 19 their their PRON eblip-23816 30 20 resources resource NOUN eblip-23816 30 21 and and CCONJ eblip-23816 30 22 services service NOUN eblip-23816 30 23 ( ( PUNCT eblip-23816 30 24 hatry hatry NOUN eblip-23816 30 25 , , PUNCT eblip-23816 30 26 2006 2006 NUM eblip-23816 30 27 ) ) PUNCT eblip-23816 30 28 . . PUNCT eblip-23816 31 1 those those DET eblip-23816 31 2 program program NOUN eblip-23816 31 3 elements element NOUN eblip-23816 31 4 , , PUNCT eblip-23816 31 5 however however ADV eblip-23816 31 6 , , PUNCT eblip-23816 31 7 have have VERB eblip-23816 31 8 to to PART eblip-23816 31 9 be be AUX eblip-23816 31 10 used use VERB eblip-23816 31 11 in in ADP eblip-23816 31 12 order order NOUN eblip-23816 31 13 to to PART eblip-23816 31 14 have have AUX eblip-23816 31 15 an an DET eblip-23816 31 16 impact impact NOUN eblip-23816 31 17 on on ADP eblip-23816 31 18 student student NOUN eblip-23816 31 19 success success NOUN eblip-23816 31 20 , , PUNCT eblip-23816 31 21 so so SCONJ eblip-23816 31 22 usage usage NOUN eblip-23816 31 23 figures figure NOUN eblip-23816 31 24 are be AUX eblip-23816 31 25 also also ADV eblip-23816 31 26 kept keep VERB eblip-23816 31 27 . . PUNCT eblip-23816 32 1 in in ADP eblip-23816 32 2 the the DET eblip-23816 32 3 final final ADJ eblip-23816 32 4 analysis analysis NOUN eblip-23816 32 5 , , PUNCT eblip-23816 32 6 student student NOUN eblip-23816 32 7 work work NOUN eblip-23816 32 8 , , PUNCT eblip-23816 32 9 test test NOUN eblip-23816 32 10 scores score NOUN eblip-23816 32 11 , , PUNCT eblip-23816 32 12 grades grade NOUN eblip-23816 32 13 , , PUNCT eblip-23816 32 14 retention retention NOUN eblip-23816 32 15 and and CCONJ eblip-23816 32 16 graduation graduation NOUN eblip-23816 32 17 rates rate NOUN eblip-23816 32 18 serve serve VERB eblip-23816 32 19 as as ADP eblip-23816 32 20 more more ADV eblip-23816 32 21 useful useful ADJ eblip-23816 32 22 data datum NOUN eblip-23816 32 23 points point NOUN eblip-23816 32 24 of of ADP eblip-23816 32 25 impact impact NOUN eblip-23816 32 26 , , PUNCT eblip-23816 32 27 although although SCONJ eblip-23816 32 28 the the DET eblip-23816 32 29 library library NOUN eblip-23816 32 30 ’s ’s PART eblip-23816 32 31 contribution contribution NOUN eblip-23816 32 32 is be AUX eblip-23816 32 33 generally generally ADV eblip-23816 32 34 harder hard ADJ eblip-23816 32 35 to to PART eblip-23816 32 36 measure measure VERB eblip-23816 32 37 ( ( PUNCT eblip-23816 32 38 except except SCONJ eblip-23816 32 39 for for ADP eblip-23816 32 40 analysis analysis NOUN eblip-23816 32 41 of of ADP eblip-23816 32 42 research research NOUN eblip-23816 32 43 projects project NOUN eblip-23816 32 44 ) ) PUNCT eblip-23816 32 45 . . PUNCT eblip-23816 33 1 often often ADV eblip-23816 33 2 librarians librarian VERB eblip-23816 33 3 resort resort VERB eblip-23816 33 4 to to ADP eblip-23816 33 5 perception perception NOUN eblip-23816 33 6 - - PUNCT eblip-23816 33 7 based base VERB eblip-23816 33 8 assessment assessment NOUN eblip-23816 33 9 methods method NOUN eblip-23816 33 10 such such ADJ eblip-23816 33 11 as as ADP eblip-23816 33 12 anecdotal anecdotal ADJ eblip-23816 33 13 observations observation NOUN eblip-23816 33 14 , , PUNCT eblip-23816 33 15 surveys survey NOUN eblip-23816 33 16 , , PUNCT eblip-23816 33 17 and and CCONJ eblip-23816 33 18 interviews interview NOUN eblip-23816 33 19 or or CCONJ eblip-23816 33 20 focus focus VERB eblip-23816 33 21 groups group NOUN eblip-23816 33 22 , , PUNCT eblip-23816 33 23 which which PRON eblip-23816 33 24 may may AUX eblip-23816 33 25 be be AUX eblip-23816 33 26 more more ADV eblip-23816 33 27 subjective subjective ADJ eblip-23816 33 28 compared compare VERB eblip-23816 33 29 to to ADP eblip-23816 33 30 data data NOUN eblip-23816 33 31 - - PUNCT eblip-23816 33 32 driven drive VERB eblip-23816 33 33 analyses analysis NOUN eblip-23816 33 34 ( ( PUNCT eblip-23816 33 35 loertscher loertscher PROPN eblip-23816 33 36 , , PUNCT eblip-23816 33 37 2008 2008 NUM eblip-23816 33 38 ; ; PUNCT eblip-23816 33 39 mardis mardi NOUN eblip-23816 33 40 , , PUNCT eblip-23816 33 41 2011 2011 NUM eblip-23816 33 42 ) ) PUNCT eblip-23816 33 43 . . PUNCT eblip-23816 33 44     SPACE eblip-23816 34 1 these these DET eblip-23816 34 2 data datum NOUN eblip-23816 34 3 help help NOUN eblip-23816 34 4 determine determine VERB eblip-23816 34 5 the the DET eblip-23816 34 6 baseline baseline ADJ eblip-23816 34 7 quantity quantity NOUN eblip-23816 34 8 and and CCONJ eblip-23816 34 9 quality quality NOUN eblip-23816 34 10 of of ADP eblip-23816 34 11 resources resource NOUN eblip-23816 34 12 and and CCONJ eblip-23816 34 13 services service NOUN eblip-23816 34 14 needed need VERB eblip-23816 34 15 in in ADP eblip-23816 34 16 order order NOUN eblip-23816 34 17 to to PART eblip-23816 34 18 provide provide VERB eblip-23816 34 19 satisfactory satisfactory ADJ eblip-23816 34 20 library library NOUN eblip-23816 34 21 programs program NOUN eblip-23816 34 22 : : PUNCT eblip-23816 34 23 in in ADP eblip-23816 34 24 other other ADJ eblip-23816 34 25 words word NOUN eblip-23816 34 26 , , PUNCT eblip-23816 34 27 standards standard NOUN eblip-23816 34 28 . . PUNCT eblip-23816 35 1 in in ADP eblip-23816 35 2 2009 2009 NUM eblip-23816 35 3 the the DET eblip-23816 35 4 american american PROPN eblip-23816 35 5 association association PROPN eblip-23816 35 6 of of ADP eblip-23816 35 7 school school NOUN eblip-23816 35 8 librarians librarian NOUN eblip-23816 35 9 ( ( PUNCT eblip-23816 35 10 aasl aasl NOUN eblip-23816 35 11 ) ) PUNCT eblip-23816 35 12 developed develop VERB eblip-23816 35 13 guidelines guideline NOUN eblip-23816 35 14 for for ADP eblip-23816 35 15 school school NOUN eblip-23816 35 16 library library NOUN eblip-23816 35 17 programs program NOUN eblip-23816 35 18 , , PUNCT eblip-23816 35 19 based base VERB eblip-23816 35 20 on on ADP eblip-23816 35 21 their their PRON eblip-23816 35 22 2007 2007 NUM eblip-23816 35 23 standards standard NOUN eblip-23816 35 24 for for ADP eblip-23816 35 25 21st 21st ADJ eblip-23816 35 26 century century NOUN eblip-23816 35 27 learners learner NOUN eblip-23816 35 28 , , PUNCT eblip-23816 35 29 membership membership NOUN eblip-23816 35 30 surveys survey NOUN eblip-23816 35 31 , , PUNCT eblip-23816 35 32 and and CCONJ eblip-23816 35 33 focus focus VERB eblip-23816 35 34 groups group NOUN eblip-23816 35 35 . . PUNCT eblip-23816 36 1 kentucky kentucky PROPN eblip-23816 36 2 and and CCONJ eblip-23816 36 3 missouri missouri PROPN eblip-23816 36 4 have have AUX eblip-23816 36 5 formally formally ADV eblip-23816 36 6 adopted adopt VERB eblip-23816 36 7 these these DET eblip-23816 36 8 national national ADJ eblip-23816 36 9 standards standard NOUN eblip-23816 36 10 , , PUNCT eblip-23816 36 11 and and CCONJ eblip-23816 36 12 california california PROPN eblip-23816 36 13 ’s ’s PART eblip-23816 36 14 2011 2011 NUM eblip-23816 36 15 standards standard NOUN eblip-23816 36 16 ( ( PUNCT eblip-23816 36 17 see see VERB eblip-23816 36 18 appendix appendix NOUN eblip-23816 36 19 a a PRON eblip-23816 36 20 ) ) PUNCT eblip-23816 36 21 were be AUX eblip-23816 36 22 informed inform VERB eblip-23816 36 23 by by ADP eblip-23816 36 24 the the DET eblip-23816 36 25 aasl aasl PROPN eblip-23816 36 26 ’s ’s PART eblip-23816 36 27 work work NOUN eblip-23816 36 28 . . PUNCT eblip-23816 37 1 three three NUM eblip-23816 37 2 - - PUNCT eblip-23816 37 3 quarters quarter NOUN eblip-23816 37 4 of of ADP eblip-23816 37 5 states state NOUN eblip-23816 37 6 have have VERB eblip-23816 37 7 state state NOUN eblip-23816 37 8 - - PUNCT eblip-23816 37 9 based base VERB eblip-23816 37 10 school school NOUN eblip-23816 37 11 library library NOUN eblip-23816 37 12 standards standard NOUN eblip-23816 37 13 , , PUNCT eblip-23816 37 14 which which PRON eblip-23816 37 15 tend tend VERB eblip-23816 37 16 to to PART eblip-23816 37 17 focus focus VERB eblip-23816 37 18 on on ADP eblip-23816 37 19 staffing staffing NOUN eblip-23816 37 20 and and CCONJ eblip-23816 37 21 resource resource VERB eblip-23816 37 22 quantitative quantitative ADJ eblip-23816 37 23 measures measure NOUN eblip-23816 37 24 and and CCONJ eblip-23816 37 25 do do AUX eblip-23816 37 26 not not PART eblip-23816 37 27 reflect reflect VERB eblip-23816 37 28 the the DET eblip-23816 37 29 aasl aasl NOUN eblip-23816 37 30 ’s ’s PART eblip-23816 37 31 2009 2009 NUM eblip-23816 37 32 guidelines guideline NOUN eblip-23816 37 33 ( ( PUNCT eblip-23816 37 34 council council NOUN eblip-23816 37 35 of of ADP eblip-23816 37 36 state state PROPN eblip-23816 37 37 school school NOUN eblip-23816 37 38 library library NOUN eblip-23816 37 39 consultants consultant NOUN eblip-23816 37 40 , , PUNCT eblip-23816 37 41 2014 2014 NUM eblip-23816 37 42 ) ) PUNCT eblip-23816 37 43 . . PUNCT eblip-23816 38 1 only only ADV eblip-23816 38 2 montana montana PROPN eblip-23816 38 3 ’s ’s PART eblip-23816 38 4 state state NOUN eblip-23816 38 5 standards standard NOUN eblip-23816 38 6 appeared appear VERB eblip-23816 38 7 to to PART eblip-23816 38 8 be be AUX eblip-23816 38 9 research research NOUN eblip-23816 38 10 - - PUNCT eblip-23816 38 11 based base VERB eblip-23816 38 12 ( ( PUNCT eblip-23816 38 13 bartow bartow NOUN eblip-23816 38 14 , , PUNCT eblip-23816 38 15 2009 2009 NUM eblip-23816 38 16 ) ) PUNCT eblip-23816 38 17 . . PUNCT eblip-23816 39 1 only only ADV eblip-23816 39 2 texas texas PROPN eblip-23816 39 3 investigated investigate VERB eblip-23816 39 4 the the DET eblip-23816 39 5 relationship relationship NOUN eblip-23816 39 6 between between ADP eblip-23816 39 7 their their PRON eblip-23816 39 8 state state NOUN eblip-23816 39 9 standards standard NOUN eblip-23816 39 10 and and CCONJ eblip-23816 39 11 student student NOUN eblip-23816 39 12 achievement achievement NOUN eblip-23816 39 13 as as SCONJ eblip-23816 39 14 measured measure VERB eblip-23816 39 15 by by ADP eblip-23816 39 16 state state NOUN eblip-23816 39 17 standardized standardize VERB eblip-23816 39 18 achievement achievement NOUN eblip-23816 39 19 tests test NOUN eblip-23816 39 20 ( ( PUNCT eblip-23816 39 21 smith smith PROPN eblip-23816 39 22 , , PUNCT eblip-23816 39 23 2001 2001 NUM eblip-23816 39 24 ) ) PUNCT eblip-23816 39 25 , , PUNCT eblip-23816 39 26 which which PRON eblip-23816 39 27 informed inform VERB eblip-23816 39 28 their their PRON eblip-23816 39 29 2005 2005 NUM eblip-23816 39 30 revision revision NOUN eblip-23816 39 31 ( ( PUNCT eblip-23816 39 32 texas texas PROPN eblip-23816 39 33 state state PROPN eblip-23816 39 34 library library PROPN eblip-23816 39 35 and and CCONJ eblip-23816 39 36 archives archive NOUN eblip-23816 39 37 commission commission PROPN eblip-23816 39 38 , , PUNCT eblip-23816 39 39 2005 2005 NUM eblip-23816 39 40 ) ) PUNCT eblip-23816 39 41 ; ; PUNCT eblip-23816 39 42 their their PRON eblip-23816 39 43 conclusions conclusion NOUN eblip-23816 39 44 were be AUX eblip-23816 39 45 based base VERB eblip-23816 39 46 on on ADP eblip-23816 39 47 pearson pearson PROPN eblip-23816 39 48 correlation correlation NOUN eblip-23816 39 49 statistics statistic NOUN eblip-23816 39 50 . . PUNCT eblip-23816 39 51     SPACE eblip-23816 40 1 as as SCONJ eblip-23816 40 2 the the DET eblip-23816 40 3 california california PROPN eblip-23816 40 4 model model PROPN eblip-23816 40 5 school school PROPN eblip-23816 40 6 library library NOUN eblip-23816 40 7 standards standard NOUN eblip-23816 40 8 were be AUX eblip-23816 40 9 being be AUX eblip-23816 40 10 developed develop VERB eblip-23816 40 11 , , PUNCT eblip-23816 40 12 the the DET eblip-23816 40 13 state state NOUN eblip-23816 40 14 library library NOUN eblip-23816 40 15 consultant consultant NOUN eblip-23816 40 16 saw see VERB eblip-23816 40 17 the the DET eblip-23816 40 18 need need NOUN eblip-23816 40 19 to to PART eblip-23816 40 20 underpin underpin VERB eblip-23816 40 21 the the DET eblip-23816 40 22 standards standard NOUN eblip-23816 40 23 with with ADP eblip-23816 40 24 research research NOUN eblip-23816 40 25 . . PUNCT eblip-23816 41 1 to to ADP eblip-23816 41 2 that that DET eblip-23816 41 3 end end NOUN eblip-23816 41 4 , , PUNCT eblip-23816 41 5 she she PRON eblip-23816 41 6 asked ask VERB eblip-23816 41 7 dr dr PROPN eblip-23816 41 8 farmer farmer PROPN eblip-23816 41 9 to to PART eblip-23816 41 10 review review VERB eblip-23816 41 11 the the DET eblip-23816 41 12 literature literature NOUN eblip-23816 41 13 about about ADP eblip-23816 41 14 school school NOUN eblip-23816 41 15 library library NOUN eblip-23816 41 16 standards standard NOUN eblip-23816 41 17 and and CCONJ eblip-23816 41 18 program program NOUN eblip-23816 41 19 factors factor NOUN eblip-23816 41 20 that that PRON eblip-23816 41 21 significantly significantly ADV eblip-23816 41 22 impact impact NOUN eblip-23816 41 23 student student NOUN eblip-23816 41 24 success success NOUN eblip-23816 41 25 . . PUNCT eblip-23816 42 1 updating update VERB eblip-23816 42 2 her she PRON eblip-23816 42 3 2003 2003 NUM eblip-23816 42 4 literature literature NOUN eblip-23816 42 5 review review NOUN eblip-23816 42 6 , , PUNCT eblip-23816 42 7 and and CCONJ eblip-23816 42 8 drawing draw VERB eblip-23816 42 9 upon upon SCONJ eblip-23816 42 10 other other ADJ eblip-23816 42 11 existing exist VERB eblip-23816 42 12 compendia compendia NOUN eblip-23816 42 13 , , PUNCT eblip-23816 42 14 as as SCONJ eblip-23816 42 15 noted note VERB eblip-23816 42 16 above above ADV eblip-23816 42 17 , , PUNCT eblip-23816 42 18 dr dr PROPN eblip-23816 42 19 farmer farmer PROPN eblip-23816 42 20 identified identify VERB eblip-23816 42 21 contributing contribute VERB eblip-23816 42 22 variables variable NOUN eblip-23816 42 23 that that PRON eblip-23816 42 24 appeared appear VERB eblip-23816 42 25 consistently consistently ADV eblip-23816 42 26 in in ADP eblip-23816 42 27 the the DET eblip-23816 42 28 literature literature NOUN eblip-23816 42 29 : : PUNCT eblip-23816 42 30     SPACE eblip-23816 42 31 · · SYM eblip-23816 42 32                   SPACE eblip-23816 42 33 staffing staffing NOUN eblip-23816 42 34 ( ( PUNCT eblip-23816 42 35 full full ADJ eblip-23816 42 36 - - PUNCT eblip-23816 42 37 time time NOUN eblip-23816 42 38 credentialed credentiale VERB eblip-23816 42 39 school school NOUN eblip-23816 42 40 librarian librarian NOUN eblip-23816 42 41 , , PUNCT eblip-23816 42 42 full full ADJ eblip-23816 42 43 - - PUNCT eblip-23816 42 44 time time NOUN eblip-23816 42 45 paraprofessional paraprofessional ADJ eblip-23816 42 46 ) ) PUNCT eblip-23816 42 47 · · SYM eblip-23816 42 48                   SPACE eblip-23816 42 49 access access NOUN eblip-23816 42 50 ( ( PUNCT eblip-23816 42 51 flexible flexible ADJ eblip-23816 42 52 access access NOUN eblip-23816 42 53 to to ADP eblip-23816 42 54 the the DET eblip-23816 42 55 library library NOUN eblip-23816 42 56 throughout throughout ADP eblip-23816 42 57 the the DET eblip-23816 42 58 day day NOUN eblip-23816 42 59 for for ADP eblip-23816 42 60 groups group NOUN eblip-23816 42 61 and and CCONJ eblip-23816 42 62 individuals individual NOUN eblip-23816 42 63 ) ) PUNCT eblip-23816 42 64 · · SYM eblip-23816 42 65                   SPACE eblip-23816 42 66 services service NOUN eblip-23816 42 67 ( ( PUNCT eblip-23816 42 68 instruction instruction NOUN eblip-23816 42 69 , , PUNCT eblip-23816 42 70 collaboration collaboration NOUN eblip-23816 42 71 , , PUNCT eblip-23816 42 72 reading read VERB eblip-23816 42 73 guidance guidance NOUN eblip-23816 42 74 and and CCONJ eblip-23816 42 75 promotion promotion NOUN eblip-23816 42 76 , , PUNCT eblip-23816 42 77 reference reference NOUN eblip-23816 42 78 , , PUNCT eblip-23816 42 79 interlibrary interlibrary ADJ eblip-23816 42 80 loan loan NOUN eblip-23816 42 81 ) ) PUNCT eblip-23816 42 82 · · PUNCT eblip-23816 42 83                   SPACE eblip-23816 42 84 resources resource NOUN eblip-23816 42 85 ( ( PUNCT eblip-23816 42 86 large large ADJ eblip-23816 42 87 current current ADJ eblip-23816 42 88 diverse diverse NOUN eblip-23816 42 89 and and CCONJ eblip-23816 42 90 relevant relevant ADJ eblip-23816 42 91 materials material NOUN eblip-23816 42 92 that that PRON eblip-23816 42 93 are be AUX eblip-23816 42 94 well well ADV eblip-23816 42 95 organized organized ADJ eblip-23816 42 96 ) ) PUNCT eblip-23816 42 97 · · PUNCT eblip-23816 42 98                   SPACE eblip-23816 42 99 technology technology NOUN eblip-23816 42 100 ( ( PUNCT eblip-23816 42 101 internet internet NOUN eblip-23816 42 102 connectivity connectivity NOUN eblip-23816 42 103 , , PUNCT eblip-23816 42 104 online online ADJ eblip-23816 42 105 databases database NOUN eblip-23816 42 106 , , PUNCT eblip-23816 42 107 online online ADJ eblip-23816 42 108 library library NOUN eblip-23816 42 109 catalogue catalogue NOUN eblip-23816 42 110 , , PUNCT eblip-23816 42 111 library library NOUN eblip-23816 42 112 web web NOUN eblip-23816 42 113 portal portal PROPN eblip-23816 42 114 ) ) PUNCT eblip-23816 42 115 · · PUNCT eblip-23816 42 116                   SPACE eblip-23816 42 117 management management NOUN eblip-23816 42 118 variables variable NOUN eblip-23816 42 119 ( ( PUNCT eblip-23816 42 120 budget budget NOUN eblip-23816 42 121 , , PUNCT eblip-23816 42 122 administrative administrative ADJ eblip-23816 42 123 support support NOUN eblip-23816 42 124 , , PUNCT eblip-23816 42 125 documented document VERB eblip-23816 42 126 policies policy NOUN eblip-23816 42 127 , , PUNCT eblip-23816 42 128 and and CCONJ eblip-23816 42 129 procedures procedure NOUN eblip-23816 42 130 , , PUNCT eblip-23816 42 131 strategic strategic ADJ eblip-23816 42 132 plan plan NOUN eblip-23816 42 133 with with ADP eblip-23816 42 134 assessment assessment NOUN eblip-23816 42 135 ) ) PUNCT eblip-23816 42 136 . . PUNCT eblip-23816 42 137     SPACE eblip-23816 43 1 the the DET eblip-23816 43 2 presence presence NOUN eblip-23816 43 3 of of ADP eblip-23816 43 4 the the DET eblip-23816 43 5 specific specific ADJ eblip-23816 43 6 variables variable NOUN eblip-23816 43 7 ( ( PUNCT eblip-23816 43 8 shown show VERB eblip-23816 43 9 in in ADP eblip-23816 43 10 italics italic NOUN eblip-23816 43 11 ) ) PUNCT eblip-23816 43 12 became become VERB eblip-23816 43 13 the the DET eblip-23816 43 14 basis basis NOUN eblip-23816 43 15 for for ADP eblip-23816 43 16 the the DET eblip-23816 43 17 california california PROPN eblip-23816 43 18 school school PROPN eblip-23816 43 19 library library PROPN eblip-23816 43 20 baseline baseline PROPN eblip-23816 43 21 standards standard NOUN eblip-23816 43 22 . . PUNCT eblip-23816 44 1 the the DET eblip-23816 44 2 variables variable NOUN eblip-23816 44 3 that that PRON eblip-23816 44 4 are be AUX eblip-23816 44 5 quantitative quantitative ADJ eblip-23816 44 6 in in ADP eblip-23816 44 7 nature nature NOUN eblip-23816 44 8 ( ( PUNCT eblip-23816 44 9 e.g. e.g. ADV eblip-23816 44 10 , , PUNCT eblip-23816 44 11 budget budget NOUN eblip-23816 44 12 size size NOUN eblip-23816 44 13 , , PUNCT eblip-23816 44 14 currency currency NOUN eblip-23816 44 15 of of ADP eblip-23816 44 16 collection collection NOUN eblip-23816 44 17 ) ) PUNCT eblip-23816 44 18 were be AUX eblip-23816 44 19 calculated calculate VERB eblip-23816 44 20 to to PART eblip-23816 44 21 determine determine VERB eblip-23816 44 22 adequate adequate ADJ eblip-23816 44 23 levels level NOUN eblip-23816 44 24 of of ADP eblip-23816 44 25 support support NOUN eblip-23816 44 26 , , PUNCT eblip-23816 44 27 which which PRON eblip-23816 44 28 also also ADV eblip-23816 44 29 constituted constitute VERB eblip-23816 44 30 part part NOUN eblip-23816 44 31 of of ADP eblip-23816 44 32 the the DET eblip-23816 44 33 baseline baseline PROPN eblip-23816 44 34 library library NOUN eblip-23816 44 35 standards standard NOUN eblip-23816 44 36 ( ( PUNCT eblip-23816 44 37 california california PROPN eblip-23816 44 38 department department PROPN eblip-23816 44 39 of of ADP eblip-23816 44 40 education education NOUN eblip-23816 44 41 , , PUNCT eblip-23816 44 42 2011 2011 NUM eblip-23816 44 43 ) ) PUNCT eblip-23816 44 44 . . PUNCT eblip-23816 44 45     SPACE eblip-23816 45 1 as as SCONJ eblip-23816 45 2 the the DET eblip-23816 45 3 california california PROPN eblip-23816 45 4 school school PROPN eblip-23816 45 5 library library PROPN eblip-23816 45 6 program program NOUN eblip-23816 45 7 standards standard NOUN eblip-23816 45 8 were be AUX eblip-23816 45 9 being be AUX eblip-23816 45 10 approved approve VERB eblip-23816 45 11 , , PUNCT eblip-23816 45 12 farmer farmer NOUN eblip-23816 45 13 and and CCONJ eblip-23816 45 14 safer safe ADJ eblip-23816 45 15 ( ( PUNCT eblip-23816 45 16 2010 2010 NUM eblip-23816 45 17 ) ) PUNCT eblip-23816 45 18 wanted want VERB eblip-23816 45 19 to to PART eblip-23816 45 20 determine determine VERB eblip-23816 45 21 if if SCONJ eblip-23816 45 22 a a DET eblip-23816 45 23 significant significant ADJ eblip-23816 45 24 difference difference NOUN eblip-23816 45 25 existed exist VERB eblip-23816 45 26 between between ADP eblip-23816 45 27 those those DET eblip-23816 45 28 school school NOUN eblip-23816 45 29 libraries library NOUN eblip-23816 45 30 that that PRON eblip-23816 45 31 met meet VERB eblip-23816 45 32 the the DET eblip-23816 45 33 standards standard NOUN eblip-23816 45 34 and and CCONJ eblip-23816 45 35 those those PRON eblip-23816 45 36 who who PRON eblip-23816 45 37 did do VERB eblip-23816 45 38 not not PART eblip-23816 45 39 . . PUNCT eblip-23816 46 1 using use VERB eblip-23816 46 2 the the DET eblip-23816 46 3 state state NOUN eblip-23816 46 4 ’s ’s PART eblip-23816 46 5 most most ADV eblip-23816 46 6 recent recent ADJ eblip-23816 46 7 school school NOUN eblip-23816 46 8 library library NOUN eblip-23816 46 9 data datum NOUN eblip-23816 46 10 set set VERB eblip-23816 46 11 ( ( PUNCT eblip-23816 46 12 2007 2007 NUM eblip-23816 46 13 - - SYM eblip-23816 46 14 2008 2008 NUM eblip-23816 46 15 ) ) PUNCT eblip-23816 46 16 , , PUNCT eblip-23816 46 17 the the DET eblip-23816 46 18 researchers researcher NOUN eblip-23816 46 19 applied apply VERB eblip-23816 46 20 descriptive descriptive ADJ eblip-23816 46 21 statistics statistic NOUN eblip-23816 46 22 to to PART eblip-23816 46 23 identify identify VERB eblip-23816 46 24 standards standard NOUN eblip-23816 46 25 variables variable NOUN eblip-23816 46 26 . . PUNCT eblip-23816 47 1 to to PART eblip-23816 47 2 be be AUX eblip-23816 47 3 so so ADV eblip-23816 47 4 designated designate VERB eblip-23816 47 5 , , PUNCT eblip-23816 47 6 at at ADP eblip-23816 47 7 least least ADJ eblip-23816 47 8 half half NOUN eblip-23816 47 9 of of ADP eblip-23816 47 10 the the DET eblip-23816 47 11 survey survey NOUN eblip-23816 47 12 respondents respondent NOUN eblip-23816 47 13 had have VERB eblip-23816 47 14 to to PART eblip-23816 47 15 meet meet VERB eblip-23816 47 16 that that DET eblip-23816 47 17 specific specific ADJ eblip-23816 47 18 baseline baseline NOUN eblip-23816 47 19 standard standard ADJ eblip-23816 47 20 variable variable NOUN eblip-23816 47 21 ( ( PUNCT eblip-23816 47 22 that that ADV eblip-23816 47 23 is is ADV eblip-23816 47 24 , , PUNCT eblip-23816 47 25 the the DET eblip-23816 47 26 library library NOUN eblip-23816 47 27 did do AUX eblip-23816 47 28 n’t not PART eblip-23816 47 29 have have VERB eblip-23816 47 30 to to PART eblip-23816 47 31 meet meet VERB eblip-23816 47 32 all all PRON eblip-23816 47 33 of of ADP eblip-23816 47 34 the the DET eblip-23816 47 35 factors factor NOUN eblip-23816 47 36 ’ ' PUNCT eblip-23816 47 37 standards standard NOUN eblip-23816 47 38 ) ) PUNCT eblip-23816 47 39 . . PUNCT eblip-23816 48 1 next next ADV eblip-23816 48 2 , , PUNCT eblip-23816 48 3 the the DET eblip-23816 48 4 researchers researcher NOUN eblip-23816 48 5 divided divide VERB eblip-23816 48 6 the the DET eblip-23816 48 7 data datum NOUN eblip-23816 48 8 set set VERB eblip-23816 48 9 into into ADP eblip-23816 48 10 two two NUM eblip-23816 48 11 groups group NOUN eblip-23816 48 12 : : PUNCT eblip-23816 48 13 one one NUM eblip-23816 48 14 that that PRON eblip-23816 48 15 met meet VERB eblip-23816 48 16 all all DET eblip-23816 48 17 baseline baseline NOUN eblip-23816 48 18 standards standard NOUN eblip-23816 48 19 , , PUNCT eblip-23816 48 20 and and CCONJ eblip-23816 48 21 one one NUM eblip-23816 48 22 that that PRON eblip-23816 48 23 did do AUX eblip-23816 48 24 not not PART eblip-23816 48 25 meet meet VERB eblip-23816 48 26 all all DET eblip-23816 48 27 baseline baseline NOUN eblip-23816 48 28 standards standard NOUN eblip-23816 48 29 . . PUNCT eblip-23816 49 1 a a DET eblip-23816 49 2 t t NOUN eblip-23816 49 3 - - PUNCT eblip-23816 49 4 test test NOUN eblip-23816 49 5 determined determine VERB eblip-23816 49 6 that that SCONJ eblip-23816 49 7 the the DET eblip-23816 49 8 two two NUM eblip-23816 49 9 groups group NOUN eblip-23816 49 10 were be AUX eblip-23816 49 11 significantly significantly ADV eblip-23816 49 12 different different ADJ eblip-23816 49 13 relative relative ADJ eblip-23816 49 14 to to ADP eblip-23816 49 15 resource resource NOUN eblip-23816 49 16 and and CCONJ eblip-23816 49 17 service service NOUN eblip-23816 49 18 standards standard NOUN eblip-23816 49 19 ; ; PUNCT eblip-23816 49 20 the the DET eblip-23816 49 21 most most ADV eblip-23816 49 22 significant significant ADJ eblip-23816 49 23 difference difference NOUN eblip-23816 49 24 relative relative ADJ eblip-23816 49 25 to to ADP eblip-23816 49 26 the the DET eblip-23816 49 27 baseline baseline NOUN eblip-23816 49 28 standards standard NOUN eblip-23816 49 29 was be AUX eblip-23816 49 30 the the DET eblip-23816 49 31 presence presence NOUN eblip-23816 49 32 of of ADP eblip-23816 49 33 a a DET eblip-23816 49 34 full full ADJ eblip-23816 49 35 - - PUNCT eblip-23816 49 36 time time NOUN eblip-23816 49 37 school school NOUN eblip-23816 49 38 librarian librarian NOUN eblip-23816 49 39 . . PUNCT eblip-23816 50 1 a a DET eblip-23816 50 2 logistic logistic ADJ eblip-23816 50 3 regression regression NOUN eblip-23816 50 4 analysis analysis NOUN eblip-23816 50 5 found find VERB eblip-23816 50 6 that that SCONJ eblip-23816 50 7 several several ADJ eblip-23816 50 8 variables variable NOUN eblip-23816 50 9 related relate VERB eblip-23816 50 10 to to ADP eblip-23816 50 11 resources resource NOUN eblip-23816 50 12 and and CCONJ eblip-23816 50 13 services service NOUN eblip-23816 50 14 further far ADV eblip-23816 50 15 differentiated differentiate VERB eblip-23816 50 16 the the DET eblip-23816 50 17 two two NUM eblip-23816 50 18 groups group NOUN eblip-23816 50 19 : : PUNCT eblip-23816 50 20 number number NOUN eblip-23816 50 21 of of ADP eblip-23816 50 22 subscription subscription NOUN eblip-23816 50 23 databases database NOUN eblip-23816 50 24 , , PUNCT eblip-23816 50 25 library library NOUN eblip-23816 50 26 web web NOUN eblip-23816 50 27 portal portal ADJ eblip-23816 50 28 presence presence NOUN eblip-23816 50 29 , , PUNCT eblip-23816 50 30 information information NOUN eblip-23816 50 31 literacy literacy NOUN eblip-23816 50 32 instruction instruction NOUN eblip-23816 50 33 , , PUNCT eblip-23816 50 34 internet internet NOUN eblip-23816 50 35 instruction instruction NOUN eblip-23816 50 36 , , PUNCT eblip-23816 50 37 flexible flexible ADJ eblip-23816 50 38 scheduling scheduling NOUN eblip-23816 50 39 , , PUNCT eblip-23816 50 40 planning plan VERB eblip-23816 50 41 with with ADP eblip-23816 50 42 teachers teacher NOUN eblip-23816 50 43 , , PUNCT eblip-23816 50 44 book book NOUN eblip-23816 50 45 and and CCONJ eblip-23816 50 46 non non ADJ eblip-23816 50 47 - - ADJ eblip-23816 50 48 book book ADJ eblip-23816 50 49 budget budget NOUN eblip-23816 50 50 size size NOUN eblip-23816 50 51 , , PUNCT eblip-23816 50 52 and and CCONJ eblip-23816 50 53 currency currency NOUN eblip-23816 50 54 of of ADP eblip-23816 50 55 collection collection NOUN eblip-23816 50 56 . . PUNCT eblip-23816 50 57     SPACE eblip-23816 51 1 objectives objective NOUN eblip-23816 51 2     SPACE eblip-23816 51 3 when when SCONJ eblip-23816 51 4 the the DET eblip-23816 51 5 california california PROPN eblip-23816 51 6 model model PROPN eblip-23816 51 7 school school PROPN eblip-23816 51 8 library library NOUN eblip-23816 51 9 standards standard NOUN eblip-23816 51 10 were be AUX eblip-23816 51 11 being be AUX eblip-23816 51 12 developed develop VERB eblip-23816 51 13 in in ADP eblip-23816 51 14 2010 2010 NUM eblip-23816 51 15 , , PUNCT eblip-23816 51 16 the the DET eblip-23816 51 17 state state NOUN eblip-23816 51 18 economy economy NOUN eblip-23816 51 19 was be AUX eblip-23816 51 20 in in ADP eblip-23816 51 21 crisis crisis NOUN eblip-23816 51 22 , , PUNCT eblip-23816 51 23 and and CCONJ eblip-23816 51 24 as as ADP eblip-23816 51 25 a a DET eblip-23816 51 26 result result NOUN eblip-23816 51 27 school school NOUN eblip-23816 51 28 librarian librarian ADJ eblip-23816 51 29 positions position NOUN eblip-23816 51 30 were be AUX eblip-23816 51 31 being be AUX eblip-23816 51 32 eliminated eliminate VERB eblip-23816 51 33 . . PUNCT eblip-23816 52 1 the the PRON eblip-23816 52 2 2007 2007 NUM eblip-23816 52 3 - - SYM eblip-23816 52 4 2008 2008 NUM eblip-23816 52 5 data datum NOUN eblip-23816 52 6 set set VERB eblip-23816 52 7 analyzed analyze VERB eblip-23816 52 8 by by ADP eblip-23816 52 9 farmer farmer NOUN eblip-23816 52 10 and and CCONJ eblip-23816 52 11 safer safe ADJ eblip-23816 52 12 ( ( PUNCT eblip-23816 52 13 2010 2010 NUM eblip-23816 52 14 ) ) PUNCT eblip-23816 52 15 preceded precede VERB eblip-23816 52 16 this this DET eblip-23816 52 17 economic economic ADJ eblip-23816 52 18 drop drop NOUN eblip-23816 52 19 , , PUNCT eblip-23816 52 20 which which PRON eblip-23816 52 21 provided provide VERB eblip-23816 52 22 a a DET eblip-23816 52 23 good good ADJ eblip-23816 52 24 baseline baseline NOUN eblip-23816 52 25 . . PUNCT eblip-23816 53 1 the the DET eblip-23816 53 2 same same ADJ eblip-23816 53 3 researchers researcher NOUN eblip-23816 53 4 used use VERB eblip-23816 53 5 the the DET eblip-23816 53 6 following following ADJ eblip-23816 53 7 year year NOUN eblip-23816 53 8 ’s ’s PART eblip-23816 53 9 data datum NOUN eblip-23816 53 10 ( ( PUNCT eblip-23816 53 11 2011 2011 NUM eblip-23816 53 12 - - SYM eblip-23816 53 13 2012 2012 NUM eblip-23816 53 14 ) ) PUNCT eblip-23816 53 15 for for ADP eblip-23816 53 16 comparison comparison NOUN eblip-23816 53 17 , , PUNCT eblip-23816 53 18 and and CCONJ eblip-23816 53 19 developed develop VERB eblip-23816 53 20 four four NUM eblip-23816 53 21 research research NOUN eblip-23816 53 22 questions question NOUN eblip-23816 53 23 : : PUNCT eblip-23816 53 24     SPACE eblip-23816 53 25 has have AUX eblip-23816 53 26 the the DET eblip-23816 53 27 number number NOUN eblip-23816 53 28 of of ADP eblip-23816 53 29 school school NOUN eblip-23816 53 30 library library NOUN eblip-23816 53 31 programs program NOUN eblip-23816 53 32 meeting meet VERB eblip-23816 53 33 the the DET eblip-23816 53 34 standard standard NOUN eblip-23816 53 35 changed change VERB eblip-23816 53 36 since since SCONJ eblip-23816 53 37 the the DET eblip-23816 53 38 standards standard NOUN eblip-23816 53 39 were be AUX eblip-23816 53 40 approved approve VERB eblip-23816 53 41 ? ? PUNCT eblip-23816 54 1 how how SCONJ eblip-23816 54 2 do do AUX eblip-23816 54 3 the the DET eblip-23816 54 4 significant significant ADJ eblip-23816 54 5 variables variable NOUN eblip-23816 54 6 identified identify VERB eblip-23816 54 7 in in ADP eblip-23816 54 8 the the DET eblip-23816 54 9 2007 2007 NUM eblip-23816 54 10 - - SYM eblip-23816 54 11 2008 2008 NUM eblip-23816 54 12 data datum NOUN eblip-23816 54 13 set set VERB eblip-23816 54 14 compare compare VERB eblip-23816 54 15 with with ADP eblip-23816 54 16 those those PRON eblip-23816 54 17 in in ADP eblip-23816 54 18 the the DET eblip-23816 54 19 2011 2011 NUM eblip-23816 54 20 - - SYM eblip-23816 54 21 2012 2012 NUM eblip-23816 54 22 data datum NOUN eblip-23816 54 23 set set VERB eblip-23816 54 24 ? ? PUNCT eblip-23816 55 1 which which PRON eblip-23816 55 2 variables variable NOUN eblip-23816 55 3 differentiate differentiate VERB eblip-23816 55 4 school school NOUN eblip-23816 55 5 library library NOUN eblip-23816 55 6 programs program NOUN eblip-23816 55 7 meeting meet VERB eblip-23816 55 8 state state NOUN eblip-23816 55 9 standards standard NOUN eblip-23816 55 10 from from ADP eblip-23816 55 11 those those PRON eblip-23816 55 12 which which PRON eblip-23816 55 13 do do AUX eblip-23816 55 14 not not PART eblip-23816 55 15 meet meet VERB eblip-23816 55 16 the the DET eblip-23816 55 17 standards standard NOUN eblip-23816 55 18 ? ? PUNCT eblip-23816 56 1 what what PRON eblip-23816 56 2 statistical statistical ADJ eblip-23816 56 3 model model NOUN eblip-23816 56 4 provides provide VERB eblip-23816 56 5 the the DET eblip-23816 56 6 best good ADJ eblip-23816 56 7 fit fit NOUN eblip-23816 56 8 of of ADP eblip-23816 56 9 school school NOUN eblip-23816 56 10 library library NOUN eblip-23816 56 11 programs program NOUN eblip-23816 56 12 meeting meet VERB eblip-23816 56 13 state state NOUN eblip-23816 56 14 standards standard NOUN eblip-23816 56 15 ? ? PUNCT eblip-23816 56 16     SPACE eblip-23816 57 1 methods method NOUN eblip-23816 57 2     SPACE eblip-23816 57 3 to to PART eblip-23816 57 4 answer answer VERB eblip-23816 57 5 the the DET eblip-23816 57 6 research research NOUN eblip-23816 57 7 questions question NOUN eblip-23816 57 8 , , PUNCT eblip-23816 57 9 the the DET eblip-23816 57 10 current current ADJ eblip-23816 57 11 study study NOUN eblip-23816 57 12 used use VERB eblip-23816 57 13 the the DET eblip-23816 57 14 2011 2011 NUM eblip-23816 57 15 - - SYM eblip-23816 57 16 2012 2012 NUM eblip-23816 57 17 california california PROPN eblip-23816 57 18 school school NOUN eblip-23816 57 19 library library PROPN eblip-23816 57 20 survey survey NOUN eblip-23816 57 21 data datum NOUN eblip-23816 57 22 set set VERB eblip-23816 57 23 , , PUNCT eblip-23816 57 24 and and CCONJ eblip-23816 57 25 referred refer VERB eblip-23816 57 26 back back ADV eblip-23816 57 27 as as SCONJ eblip-23816 57 28 needed need VERB eblip-23816 57 29 to to ADP eblip-23816 57 30 the the DET eblip-23816 57 31 2010 2010 NUM eblip-23816 57 32 farmer farmer NOUN eblip-23816 57 33 and and CCONJ eblip-23816 57 34 safer safe ADJ eblip-23816 57 35 study study NOUN eblip-23816 57 36 . . PUNCT eblip-23816 57 37     SPACE eblip-23816 57 38 each each DET eblip-23816 57 39 year year NOUN eblip-23816 57 40 the the DET eblip-23816 57 41 california california PROPN eblip-23816 57 42 department department PROPN eblip-23816 57 43 of of ADP eblip-23816 57 44 education education NOUN eblip-23816 57 45 requests request NOUN eblip-23816 57 46 all all DET eblip-23816 57 47 k-12 k-12 PROPN eblip-23816 57 48 schools school NOUN eblip-23816 57 49 in in ADP eblip-23816 57 50 california california PROPN eblip-23816 57 51 to to PART eblip-23816 57 52 complete complete VERB eblip-23816 57 53 the the DET eblip-23816 57 54 annual annual ADJ eblip-23816 57 55 online online ADJ eblip-23816 57 56 public public ADJ eblip-23816 57 57 school school NOUN eblip-23816 57 58 library library NOUN eblip-23816 57 59 survey survey NOUN eblip-23816 57 60 about about ADP eblip-23816 57 61 the the DET eblip-23816 57 62 prior prior ADJ eblip-23816 57 63 year year NOUN eblip-23816 57 64 ’s ’s PART eblip-23816 57 65 library library NOUN eblip-23816 57 66 data datum NOUN eblip-23816 57 67 . . PUNCT eblip-23816 58 1 typically typically ADV eblip-23816 58 2 , , PUNCT eblip-23816 58 3 the the DET eblip-23816 58 4 site site NOUN eblip-23816 58 5 library library NOUN eblip-23816 58 6 staff staff NOUN eblip-23816 58 7 complete complete ADJ eblip-23816 58 8 and and CCONJ eblip-23816 58 9 submit submit VERB eblip-23816 58 10 the the DET eblip-23816 58 11 survey survey NOUN eblip-23816 58 12 , , PUNCT eblip-23816 58 13 although although SCONJ eblip-23816 58 14 occasionally occasionally ADV eblip-23816 58 15 a a DET eblip-23816 58 16 school school NOUN eblip-23816 58 17 administrator administrator NOUN eblip-23816 58 18 responds respond VERB eblip-23816 58 19 to to ADP eblip-23816 58 20 the the DET eblip-23816 58 21 survey survey NOUN eblip-23816 58 22 . . PUNCT eblip-23816 59 1 the the DET eblip-23816 59 2 researchers researcher NOUN eblip-23816 59 3 had have VERB eblip-23816 59 4 access access NOUN eblip-23816 59 5 to to ADP eblip-23816 59 6 the the DET eblip-23816 59 7 resulting result VERB eblip-23816 59 8 data datum NOUN eblip-23816 59 9 , , PUNCT eblip-23816 59 10 and and CCONJ eblip-23816 59 11 applied apply VERB eblip-23816 59 12 several several ADJ eblip-23816 59 13 statistical statistical ADJ eblip-23816 59 14 methods method NOUN eblip-23816 59 15 to to PART eblip-23816 59 16 determine determine VERB eblip-23816 59 17 a a DET eblip-23816 59 18 model model NOUN eblip-23816 59 19 that that PRON eblip-23816 59 20 would would AUX eblip-23816 59 21 describe describe VERB eblip-23816 59 22 the the DET eblip-23816 59 23 data datum NOUN eblip-23816 59 24 in in ADP eblip-23816 59 25 terms term NOUN eblip-23816 59 26 of of ADP eblip-23816 59 27 meeting meet VERB eblip-23816 59 28 state state NOUN eblip-23816 59 29 school school NOUN eblip-23816 59 30 library library NOUN eblip-23816 59 31 standards standard NOUN eblip-23816 59 32 . . PUNCT eblip-23816 59 33     SPACE eblip-23816 60 1 data datum NOUN eblip-23816 60 2 description description NOUN eblip-23816 60 3     SPACE eblip-23816 60 4 the the DET eblip-23816 60 5 california california PROPN eblip-23816 60 6 department department PROPN eblip-23816 60 7 of of ADP eblip-23816 60 8 education education PROPN eblip-23816 60 9 received receive VERB eblip-23816 60 10 4017 4017 NUM eblip-23816 60 11 responses response NOUN eblip-23816 60 12 ( ( PUNCT eblip-23816 60 13 out out ADP eblip-23816 60 14 of of ADP eblip-23816 60 15 a a DET eblip-23816 60 16 possible possible ADJ eblip-23816 60 17 8588 8588 NUM eblip-23816 60 18 k12 k12 PROPN eblip-23816 60 19 public public ADJ eblip-23816 60 20 schools school NOUN eblip-23816 60 21 , , PUNCT eblip-23816 60 22 excluding exclude VERB eblip-23816 60 23 special special ADJ eblip-23816 60 24 education education NOUN eblip-23816 60 25 , , PUNCT eblip-23816 60 26 continuation continuation NOUN eblip-23816 60 27 , , PUNCT eblip-23816 60 28 and and CCONJ eblip-23816 60 29 alternative alternative ADJ eblip-23816 60 30 schools school NOUN eblip-23816 60 31 ) ) PUNCT eblip-23816 60 32 to to ADP eblip-23816 60 33 its its PRON eblip-23816 60 34 survey survey NOUN eblip-23816 60 35 regarding regard VERB eblip-23816 60 36 data datum NOUN eblip-23816 60 37 about about ADP eblip-23816 60 38 site site NOUN eblip-23816 60 39 school school NOUN eblip-23816 60 40 library library NOUN eblip-23816 60 41 for for ADP eblip-23816 60 42 the the DET eblip-23816 60 43 academic academic ADJ eblip-23816 60 44 year year NOUN eblip-23816 60 45 2011 2011 NUM eblip-23816 60 46 - - SYM eblip-23816 60 47 2012 2012 NUM eblip-23816 60 48 . . PUNCT eblip-23816 61 1 of of ADP eblip-23816 61 2 the the DET eblip-23816 61 3 respondent respondent NOUN eblip-23816 61 4 schools school NOUN eblip-23816 61 5 , , PUNCT eblip-23816 61 6 387 387 NUM eblip-23816 61 7 ( ( PUNCT eblip-23816 61 8 9.6 9.6 NUM eblip-23816 61 9 % % NOUN eblip-23816 61 10 ) ) PUNCT eblip-23816 61 11 did do AUX eblip-23816 61 12 not not PART eblip-23816 61 13 have have VERB eblip-23816 61 14 a a DET eblip-23816 61 15 library library NOUN eblip-23816 61 16 so so SCONJ eblip-23816 61 17 they they PRON eblip-23816 61 18 were be AUX eblip-23816 61 19 removed remove VERB eblip-23816 61 20 from from ADP eblip-23816 61 21 the the DET eblip-23816 61 22 analysis analysis NOUN eblip-23816 61 23 , , PUNCT eblip-23816 61 24 leaving leave VERB eblip-23816 61 25 3630 3630 NUM eblip-23816 61 26 useable useable ADJ eblip-23816 61 27 libraries library NOUN eblip-23816 61 28 ( ( PUNCT eblip-23816 61 29 observations observation NOUN eblip-23816 61 30 ) ) PUNCT eblip-23816 61 31 . . PUNCT eblip-23816 62 1 since since SCONJ eblip-23816 62 2 information information NOUN eblip-23816 62 3 about about ADP eblip-23816 62 4 the the DET eblip-23816 62 5 survey survey NOUN eblip-23816 62 6 was be AUX eblip-23816 62 7 disseminated disseminate VERB eblip-23816 62 8 to to ADP eblip-23816 62 9 county county NOUN eblip-23816 62 10 and and CCONJ eblip-23816 62 11 district district NOUN eblip-23816 62 12 superintendents superintendent NOUN eblip-23816 62 13 , , PUNCT eblip-23816 62 14 and and CCONJ eblip-23816 62 15 to to ADP eblip-23816 62 16 the the DET eblip-23816 62 17 state state NOUN eblip-23816 62 18 ’s ’s PART eblip-23816 62 19 school school NOUN eblip-23816 62 20 librarian librarian ADJ eblip-23816 62 21 listserv listserv NOUN eblip-23816 62 22 , , PUNCT eblip-23816 62 23 it it PRON eblip-23816 62 24 is be AUX eblip-23816 62 25 reasonable reasonable ADJ eblip-23816 62 26 to to PART eblip-23816 62 27 assume assume VERB eblip-23816 62 28 that that SCONJ eblip-23816 62 29 non non NOUN eblip-23816 62 30 - - NOUN eblip-23816 62 31 respondents respondent NOUN eblip-23816 62 32 were be AUX eblip-23816 62 33 less less ADV eblip-23816 62 34 likely likely ADJ eblip-23816 62 35 to to PART eblip-23816 62 36 have have VERB eblip-23816 62 37 school school NOUN eblip-23816 62 38 libraries library NOUN eblip-23816 62 39 than than ADP eblip-23816 62 40 respondents respondent NOUN eblip-23816 62 41 . . PUNCT eblip-23816 63 1 thus thus ADV eblip-23816 63 2 , , PUNCT eblip-23816 63 3 the the DET eblip-23816 63 4 resulting result VERB eblip-23816 63 5 data datum NOUN eblip-23816 63 6 set set NOUN eblip-23816 63 7 may may AUX eblip-23816 63 8 be be AUX eblip-23816 63 9 considered consider VERB eblip-23816 63 10 representative representative NOUN eblip-23816 63 11 of of ADP eblip-23816 63 12 school school NOUN eblip-23816 63 13 libraries library NOUN eblip-23816 63 14 in in ADP eblip-23816 63 15 california california PROPN eblip-23816 63 16 . . PUNCT eblip-23816 63 17     SPACE eblip-23816 64 1 most most ADJ eblip-23816 64 2 response response NOUN eblip-23816 64 3 variables variable NOUN eblip-23816 64 4 were be AUX eblip-23816 64 5 coded code VERB eblip-23816 64 6 as as ADP eblip-23816 64 7 binary binary NOUN eblip-23816 64 8 : : PUNCT eblip-23816 64 9 indicating indicate VERB eblip-23816 64 10 whether whether SCONJ eblip-23816 64 11 or or CCONJ eblip-23816 64 12 not not PART eblip-23816 64 13 the the DET eblip-23816 64 14 school school NOUN eblip-23816 64 15 ’s ’s PART eblip-23816 64 16 library library NOUN eblip-23816 64 17 met meet VERB eblip-23816 64 18 the the DET eblip-23816 64 19 specific specific ADJ eblip-23816 64 20 state state NOUN eblip-23816 64 21 standard standard NOUN eblip-23816 64 22 , , PUNCT eblip-23816 64 23 with with ADP eblip-23816 64 24 0 0 NUM eblip-23816 64 25 being be AUX eblip-23816 64 26 no no PRON eblip-23816 64 27 and and CCONJ eblip-23816 64 28 1 1 NUM eblip-23816 64 29 being be AUX eblip-23816 64 30 yes yes ADJ eblip-23816 64 31 . . PUNCT eblip-23816 65 1 three three NUM eblip-23816 65 2 independent independent ADJ eblip-23816 65 3 variables variable NOUN eblip-23816 65 4 were be AUX eblip-23816 65 5 categorical categorical ADJ eblip-23816 65 6 : : PUNCT eblip-23816 65 7 single single ADJ eblip-23816 65 8 or or CCONJ eblip-23816 65 9 joint joint ADJ eblip-23816 65 10 use use NOUN eblip-23816 65 11 of of ADP eblip-23816 65 12 library library NOUN eblip-23816 65 13 , , PUNCT eblip-23816 65 14 credentialed credentiale VERB eblip-23816 65 15 staff staff NOUN eblip-23816 65 16 , , PUNCT eblip-23816 65 17 and and CCONJ eblip-23816 65 18 grade grade NOUN eblip-23816 65 19 level level NOUN eblip-23816 65 20 . . PUNCT eblip-23816 66 1 five five NUM eblip-23816 66 2 other other ADJ eblip-23816 66 3 independent independent ADJ eblip-23816 66 4 variables variable NOUN eblip-23816 66 5 had have VERB eblip-23816 66 6 continuous continuous ADJ eblip-23816 66 7 values value NOUN eblip-23816 66 8 : : PUNCT eblip-23816 66 9 number number NOUN eblip-23816 66 10 of of ADP eblip-23816 66 11 books book NOUN eblip-23816 66 12 , , PUNCT eblip-23816 66 13 average average ADJ eblip-23816 66 14 copyright copyright NOUN eblip-23816 66 15 date date NOUN eblip-23816 66 16 , , PUNCT eblip-23816 66 17 book book NOUN eblip-23816 66 18 budget budget NOUN eblip-23816 66 19 , , PUNCT eblip-23816 66 20 and and CCONJ eblip-23816 66 21 non non ADJ eblip-23816 66 22 - - ADJ eblip-23816 66 23 book book ADJ eblip-23816 66 24 budget budget NOUN eblip-23816 66 25 . . PUNCT eblip-23816 67 1 there there PRON eblip-23816 67 2 were be VERB eblip-23816 67 3 a a DET eblip-23816 67 4 total total NOUN eblip-23816 67 5 of of ADP eblip-23816 67 6 64 64 NUM eblip-23816 67 7 variables variable NOUN eblip-23816 67 8 , , PUNCT eblip-23816 67 9 noted note VERB eblip-23816 67 10 in in ADP eblip-23816 67 11 appendix appendix PROPN eblip-23816 67 12 b. b. PROPN eblip-23816 68 1 the the DET eblip-23816 68 2 value value NOUN eblip-23816 68 3 of of ADP eblip-23816 68 4 each each DET eblip-23816 68 5 variable variable NOUN eblip-23816 68 6 was be AUX eblip-23816 68 7 calculated calculate VERB eblip-23816 68 8 ; ; PUNCT eblip-23816 68 9 frequency frequency NOUN eblip-23816 68 10 and and CCONJ eblip-23816 68 11 percentage percentage NOUN eblip-23816 68 12 statistics statistic NOUN eblip-23816 68 13 were be AUX eblip-23816 68 14 applied apply VERB eblip-23816 68 15 to to PART eblip-23816 68 16 compare compare VERB eblip-23816 68 17 school school NOUN eblip-23816 68 18 libraries library NOUN eblip-23816 68 19 that that PRON eblip-23816 68 20 met meet VERB eblip-23816 68 21 state state NOUN eblip-23816 68 22 standards standard NOUN eblip-23816 68 23 and and CCONJ eblip-23816 68 24 those those PRON eblip-23816 68 25 that that PRON eblip-23816 68 26 did do VERB eblip-23816 68 27 not not PART eblip-23816 68 28 . . PUNCT eblip-23816 68 29     SPACE eblip-23816 69 1 the the DET eblip-23816 69 2 researchers researcher NOUN eblip-23816 69 3 used use VERB eblip-23816 69 4 sas sas PROPN eblip-23816 69 5 enterprise enterprise NOUN eblip-23816 69 6 miner miner NOUN eblip-23816 69 7 to to PART eblip-23816 69 8 identify identify VERB eblip-23816 69 9 which which PRON eblip-23816 69 10 school school NOUN eblip-23816 69 11 libraries library NOUN eblip-23816 69 12 met meet VERB eblip-23816 69 13 all all DET eblip-23816 69 14 the the DET eblip-23816 69 15 standards standard NOUN eblip-23816 69 16 , , PUNCT eblip-23816 69 17 and and CCONJ eblip-23816 69 18 that that PRON eblip-23816 69 19 determination determination NOUN eblip-23816 69 20 was be AUX eblip-23816 69 21 coded code VERB eblip-23816 69 22 ( ( PUNCT eblip-23816 69 23 0 0 NUM eblip-23816 69 24 being be AUX eblip-23816 69 25 no no PRON eblip-23816 69 26 and and CCONJ eblip-23816 69 27 1 1 NUM eblip-23816 69 28 being be AUX eblip-23816 69 29 yes ye VERB eblip-23816 69 30 ) ) PUNCT eblip-23816 69 31 into into ADP eblip-23816 69 32 the the DET eblip-23816 69 33 data datum NOUN eblip-23816 69 34 set set VERB eblip-23816 69 35 . . PUNCT eblip-23816 69 36     SPACE eblip-23816 70 1 statistical statistical ADJ eblip-23816 70 2 predictive predictive NOUN eblip-23816 70 3 modeling modeling NOUN eblip-23816 70 4     SPACE eblip-23816 70 5 the the DET eblip-23816 70 6 researchers researcher NOUN eblip-23816 70 7 wanted want VERB eblip-23816 70 8 to to PART eblip-23816 70 9 develop develop VERB eblip-23816 70 10 a a DET eblip-23816 70 11 statistical statistical ADJ eblip-23816 70 12 model model NOUN eblip-23816 70 13 to to PART eblip-23816 70 14 predict predict VERB eblip-23816 70 15 which which DET eblip-23816 70 16 school school NOUN eblip-23816 70 17 libraries library NOUN eblip-23816 70 18 could could AUX eblip-23816 70 19 meet meet VERB eblip-23816 70 20 state state NOUN eblip-23816 70 21 standards standard NOUN eblip-23816 70 22 , , PUNCT eblip-23816 70 23 based base VERB eblip-23816 70 24 on on ADP eblip-23816 70 25 a a DET eblip-23816 70 26 set set NOUN eblip-23816 70 27 of of ADP eblip-23816 70 28 variables variable NOUN eblip-23816 70 29 . . PUNCT eblip-23816 71 1 the the DET eblip-23816 71 2 underlying underlie VERB eblip-23816 71 3 concept concept NOUN eblip-23816 71 4 of of ADP eblip-23816 71 5 predictive predictive ADJ eblip-23816 71 6 analysis analysis NOUN eblip-23816 71 7 entails entail VERB eblip-23816 71 8 “ " PUNCT eblip-23816 71 9 searching search VERB eblip-23816 71 10 for for ADP eblip-23816 71 11 meaningful meaningful ADJ eblip-23816 71 12 relationships relationship NOUN eblip-23816 71 13 among among ADP eblip-23816 71 14 variables variable NOUN eblip-23816 71 15 and and CCONJ eblip-23816 71 16 representing represent VERB eblip-23816 71 17 those those DET eblip-23816 71 18 relationships relationship NOUN eblip-23816 71 19 in in ADP eblip-23816 71 20 models model NOUN eblip-23816 71 21 ” " PUNCT eblip-23816 71 22 ( ( PUNCT eblip-23816 71 23 miller miller PROPN eblip-23816 71 24 , , PUNCT eblip-23816 71 25 2013 2013 NUM eblip-23816 71 26 , , PUNCT eblip-23816 71 27 p. p. NOUN eblip-23816 71 28 2 2 NUM eblip-23816 71 29 ) ) PUNCT eblip-23816 71 30 . . PUNCT eblip-23816 72 1 predictive predictive ADJ eblip-23816 72 2 analytics analytic NOUN eblip-23816 72 3 reveals reveal VERB eblip-23816 72 4 explanatory explanatory ADJ eblip-23816 72 5 variables variable NOUN eblip-23816 72 6 or or CCONJ eblip-23816 72 7 predictors predictor NOUN eblip-23816 72 8 those those DET eblip-23816 72 9 factors factor NOUN eblip-23816 72 10 that that PRON eblip-23816 72 11 can can AUX eblip-23816 72 12 relate relate VERB eblip-23816 72 13 to to ADP eblip-23816 72 14 a a DET eblip-23816 72 15 desired desire VERB eblip-23816 72 16 response response NOUN eblip-23816 72 17 or or CCONJ eblip-23816 72 18 outcome outcome NOUN eblip-23816 72 19 . . PUNCT eblip-23816 73 1 in in ADP eblip-23816 73 2 other other ADJ eblip-23816 73 3 words word NOUN eblip-23816 73 4 , , PUNCT eblip-23816 73 5 what what PRON eblip-23816 73 6 is be AUX eblip-23816 73 7 the the DET eblip-23816 73 8 probability probability NOUN eblip-23816 73 9 of of ADP eblip-23816 73 10 an an DET eblip-23816 73 11 outcome outcome NOUN eblip-23816 73 12 given give VERB eblip-23816 73 13 a a DET eblip-23816 73 14 set set NOUN eblip-23816 73 15 of of ADP eblip-23816 73 16 input input NOUN eblip-23816 73 17 data datum NOUN eblip-23816 73 18 ? ? PUNCT eblip-23816 74 1 in in ADP eblip-23816 74 2 this this DET eblip-23816 74 3 study study NOUN eblip-23816 74 4 , , PUNCT eblip-23816 74 5 variable variable ADJ eblip-23816 74 6 values value NOUN eblip-23816 74 7 were be AUX eblip-23816 74 8 compared compare VERB eblip-23816 74 9 for for ADP eblip-23816 74 10 library library ADJ eblip-23816 74 11 programs program NOUN eblip-23816 74 12 that that PRON eblip-23816 74 13 met meet VERB eblip-23816 74 14 standards standard NOUN eblip-23816 74 15 versus versus ADP eblip-23816 74 16 programs program NOUN eblip-23816 74 17 that that PRON eblip-23816 74 18 did do VERB eblip-23816 74 19 not not PART eblip-23816 74 20 . . PUNCT eblip-23816 75 1 was be AUX eblip-23816 75 2 there there ADV eblip-23816 75 3 a a DET eblip-23816 75 4 subset subset NOUN eblip-23816 75 5 of of ADP eblip-23816 75 6 variables variable NOUN eblip-23816 75 7 that that PRON eblip-23816 75 8 could could AUX eblip-23816 75 9 predict predict VERB eblip-23816 75 10 a a DET eblip-23816 75 11 school school NOUN eblip-23816 75 12 library library NOUN eblip-23816 75 13 ’s ’s PART eblip-23816 75 14 success success NOUN eblip-23816 75 15 at at ADP eblip-23816 75 16 meeting meet VERB eblip-23816 75 17 the the DET eblip-23816 75 18 state state NOUN eblip-23816 75 19 standards standard NOUN eblip-23816 75 20 ? ? PUNCT eblip-23816 75 21     SPACE eblip-23816 76 1 two two NUM eblip-23816 76 2 main main ADJ eblip-23816 76 3 statistical statistical ADJ eblip-23816 76 4 techniques technique NOUN eblip-23816 76 5 are be AUX eblip-23816 76 6 recognized recognize VERB eblip-23816 76 7 for for ADP eblip-23816 76 8 developing develop VERB eblip-23816 76 9 decision decision NOUN eblip-23816 76 10 procedures procedure NOUN eblip-23816 76 11 : : PUNCT eblip-23816 76 12 logistic logistic ADJ eblip-23816 76 13 regression regression NOUN eblip-23816 76 14 and and CCONJ eblip-23816 76 15 decision decision NOUN eblip-23816 76 16 trees tree NOUN eblip-23816 76 17 . . PUNCT eblip-23816 77 1 logistic logistic ADJ eblip-23816 77 2 regression regression NOUN eblip-23816 77 3 is be AUX eblip-23816 77 4 used use VERB eblip-23816 77 5 to to PART eblip-23816 77 6 predict predict VERB eblip-23816 77 7 a a DET eblip-23816 77 8 response response NOUN eblip-23816 77 9 based base VERB eblip-23816 77 10 on on ADP eblip-23816 77 11 input input NOUN eblip-23816 77 12 data datum NOUN eblip-23816 77 13 . . PUNCT eblip-23816 78 1 decision decision NOUN eblip-23816 78 2 trees tree NOUN eblip-23816 78 3 are be AUX eblip-23816 78 4 used use VERB eblip-23816 78 5 to to PART eblip-23816 78 6 predict predict VERB eblip-23816 78 7 a a DET eblip-23816 78 8 categorical categorical ADJ eblip-23816 78 9 response response NOUN eblip-23816 78 10 , , PUNCT eblip-23816 78 11 such such ADJ eblip-23816 78 12 as as ADP eblip-23816 78 13 meeting meeting NOUN eblip-23816 78 14 standards standard NOUN eblip-23816 78 15 or or CCONJ eblip-23816 78 16 not not PART eblip-23816 78 17 ( ( PUNCT eblip-23816 78 18 miller miller PROPN eblip-23816 78 19 , , PUNCT eblip-23816 78 20 2013 2013 NUM eblip-23816 78 21 ) ) PUNCT eblip-23816 78 22 . . PUNCT eblip-23816 79 1 within within ADP eblip-23816 79 2 these these DET eblip-23816 79 3 two two NUM eblip-23816 79 4 types type NOUN eblip-23816 79 5 of of ADP eblip-23816 79 6 techniques technique NOUN eblip-23816 79 7 are be AUX eblip-23816 79 8 several several ADJ eblip-23816 79 9 possible possible ADJ eblip-23816 79 10 versions version NOUN eblip-23816 79 11 . . PUNCT eblip-23816 79 12     SPACE eblip-23816 80 1 a a DET eblip-23816 80 2 decision decision NOUN eblip-23816 80 3 tree tree NOUN eblip-23816 80 4 diagram diagram NOUN eblip-23816 80 5 looks look VERB eblip-23816 80 6 like like ADP eblip-23816 80 7 a a DET eblip-23816 80 8 flow flow NOUN eblip-23816 80 9 chart chart NOUN eblip-23816 80 10 because because SCONJ eblip-23816 80 11 it it PRON eblip-23816 80 12 is be AUX eblip-23816 80 13 essentially essentially ADV eblip-23816 80 14 a a DET eblip-23816 80 15 sequenced sequence VERB eblip-23816 80 16 set set NOUN eblip-23816 80 17 of of ADP eblip-23816 80 18 if if SCONJ eblip-23816 80 19 - - PUNCT eblip-23816 80 20 then then ADV eblip-23816 80 21 decisions decision NOUN eblip-23816 80 22 based base VERB eblip-23816 80 23 on on ADP eblip-23816 80 24 questions question NOUN eblip-23816 80 25 . . PUNCT eblip-23816 81 1 an an DET eblip-23816 81 2 example example NOUN eblip-23816 81 3 is be AUX eblip-23816 81 4 computer computer NOUN eblip-23816 81 5 troubleshooting troubleshoot VERB eblip-23816 81 6 a a DET eblip-23816 81 7 printer printer NOUN eblip-23816 81 8 failure failure NOUN eblip-23816 81 9 , , PUNCT eblip-23816 81 10 starting start VERB eblip-23816 81 11 with with ADP eblip-23816 81 12 the the DET eblip-23816 81 13 question question NOUN eblip-23816 81 14 : : PUNCT eblip-23816 81 15 does do AUX eblip-23816 81 16 the the DET eblip-23816 81 17 computer computer NOUN eblip-23816 81 18 have have VERB eblip-23816 81 19 electrical electrical ADJ eblip-23816 81 20 power power NOUN eblip-23816 81 21 ? ? PUNCT eblip-23816 82 1 depending depend VERB eblip-23816 82 2 on on ADP eblip-23816 82 3 the the DET eblip-23816 82 4 answer answer NOUN eblip-23816 82 5 ( ( PUNCT eblip-23816 82 6 yes yes INTJ eblip-23816 82 7 or or CCONJ eblip-23816 82 8 no no NOUN eblip-23816 82 9 ) ) PUNCT eblip-23816 82 10 , , PUNCT eblip-23816 82 11 different different ADJ eblip-23816 82 12 actions action NOUN eblip-23816 82 13 are be AUX eblip-23816 82 14 taken take VERB eblip-23816 82 15 ( ( PUNCT eblip-23816 82 16 e.g. e.g. ADV eblip-23816 82 17 , , PUNCT eblip-23816 82 18 if if SCONJ eblip-23816 82 19 no no ADV eblip-23816 82 20 , , PUNCT eblip-23816 82 21 is be AUX eblip-23816 82 22 the the DET eblip-23816 82 23 computer computer NOUN eblip-23816 82 24 plugged plug VERB eblip-23816 82 25 in in ADP eblip-23816 82 26 ? ? PUNCT eblip-23816 83 1 if if SCONJ eblip-23816 83 2 yes yes ADV eblip-23816 83 3 , , PUNCT eblip-23816 83 4 is be AUX eblip-23816 83 5 the the DET eblip-23816 83 6 computer computer NOUN eblip-23816 83 7 switched switch VERB eblip-23816 83 8 on on ADP eblip-23816 83 9 ? ? PUNCT eblip-23816 84 1 this this DET eblip-23816 84 2 branching branching NOUN eblip-23816 84 3 continues continue VERB eblip-23816 84 4 through through ADP eblip-23816 84 5 a a DET eblip-23816 84 6 series series NOUN eblip-23816 84 7 of of ADP eblip-23816 84 8 decision decision NOUN eblip-23816 84 9 points point NOUN eblip-23816 84 10 ) ) PUNCT eblip-23816 84 11 . . PUNCT eblip-23816 85 1 decision decision NOUN eblip-23816 85 2 trees tree NOUN eblip-23816 85 3 are be AUX eblip-23816 85 4 a a DET eblip-23816 85 5 very very ADV eblip-23816 85 6 useful useful ADJ eblip-23816 85 7 statistical statistical ADJ eblip-23816 85 8 tool tool NOUN eblip-23816 85 9 because because SCONJ eblip-23816 85 10 they they PRON eblip-23816 85 11 make make VERB eblip-23816 85 12 good good ADJ eblip-23816 85 13 visual visual ADJ eblip-23816 85 14 aids aid NOUN eblip-23816 85 15 that that PRON eblip-23816 85 16 are be AUX eblip-23816 85 17 easy easy ADJ eblip-23816 85 18 to to PART eblip-23816 85 19 interpret interpret VERB eblip-23816 85 20 , , PUNCT eblip-23816 85 21 and and CCONJ eblip-23816 85 22 help help VERB eblip-23816 85 23 show show VERB eblip-23816 85 24 the the DET eblip-23816 85 25 relative relative ADJ eblip-23816 85 26 importance importance NOUN eblip-23816 85 27 of of ADP eblip-23816 85 28 variables variable NOUN eblip-23816 85 29 . . PUNCT eblip-23816 86 1 they they PRON eblip-23816 86 2 also also ADV eblip-23816 86 3 facilitate facilitate VERB eblip-23816 86 4 predictions prediction NOUN eblip-23816 86 5 if if SCONJ eblip-23816 86 6 a a DET eblip-23816 86 7 strong strong ADJ eblip-23816 86 8 tree tree NOUN eblip-23816 86 9 is be AUX eblip-23816 86 10 built build VERB eblip-23816 86 11 , , PUNCT eblip-23816 86 12 and and CCONJ eblip-23816 86 13 help help VERB eblip-23816 86 14 find find VERB eblip-23816 86 15 profiles profile NOUN eblip-23816 86 16 of of ADP eblip-23816 86 17 variables variable NOUN eblip-23816 86 18 that that PRON eblip-23816 86 19 are be AUX eblip-23816 86 20 either either CCONJ eblip-23816 86 21 much much ADV eblip-23816 86 22 more more ADV eblip-23816 86 23 likely likely ADJ eblip-23816 86 24 , , PUNCT eblip-23816 86 25 or or CCONJ eblip-23816 86 26 much much ADV eblip-23816 86 27 less less ADV eblip-23816 86 28 likely likely ADJ eblip-23816 86 29 , , PUNCT eblip-23816 86 30 to to PART eblip-23816 86 31 occur occur VERB eblip-23816 86 32 than than ADP eblip-23816 86 33 the the DET eblip-23816 86 34 overall overall ADJ eblip-23816 86 35 average average ADJ eblip-23816 86 36 . . PUNCT eblip-23816 87 1 statistical statistical ADJ eblip-23816 87 2 programs program NOUN eblip-23816 87 3 such such ADJ eblip-23816 87 4 as as ADP eblip-23816 87 5 sas sa NOUN eblip-23816 87 6 and and CCONJ eblip-23816 87 7 spss spss PROPN eblip-23816 87 8 can can AUX eblip-23816 87 9 generate generate VERB eblip-23816 87 10 tree tree NOUN eblip-23816 87 11 - - PUNCT eblip-23816 87 12 based base VERB eblip-23816 87 13 classification classification NOUN eblip-23816 87 14 models model NOUN eblip-23816 87 15 using use VERB eblip-23816 87 16 algorithms algorithm NOUN eblip-23816 87 17 . . PUNCT eblip-23816 87 18     SPACE eblip-23816 88 1 two two NUM eblip-23816 88 2 main main ADJ eblip-23816 88 3 types type NOUN eblip-23816 88 4 of of ADP eblip-23816 88 5 decision decision NOUN eblip-23816 88 6 tree tree NOUN eblip-23816 88 7 techniques technique NOUN eblip-23816 88 8 are be AUX eblip-23816 88 9 cart cart NOUN eblip-23816 88 10 ( ( PUNCT eblip-23816 88 11 classification classification NOUN eblip-23816 88 12 and and CCONJ eblip-23816 88 13 regression regression NOUN eblip-23816 88 14 trees tree NOUN eblip-23816 88 15 ) ) PUNCT eblip-23816 88 16 and and CCONJ eblip-23816 88 17 c4.5 c4.5 PROPN eblip-23816 88 18 . . PUNCT eblip-23816 89 1 the the DET eblip-23816 89 2 cart cart NOUN eblip-23816 89 3 method method NOUN eblip-23816 89 4 allows allow VERB eblip-23816 89 5 for for ADP eblip-23816 89 6 just just ADV eblip-23816 89 7 two two NUM eblip-23816 89 8 splits split NOUN eblip-23816 89 9 at at ADP eblip-23816 89 10 any any DET eblip-23816 89 11 node node NOUN eblip-23816 89 12 ( ( PUNCT eblip-23816 89 13 for for ADP eblip-23816 89 14 example example NOUN eblip-23816 89 15 , , PUNCT eblip-23816 89 16 meeting meet VERB eblip-23816 89 17 the the DET eblip-23816 89 18 standard standard NOUN eblip-23816 89 19 or or CCONJ eblip-23816 89 20 not not PART eblip-23816 89 21 , , PUNCT eblip-23816 89 22 or or CCONJ eblip-23816 89 23 budget budget NOUN eblip-23816 89 24 greater great ADJ eblip-23816 89 25 or or CCONJ eblip-23816 89 26 less less ADJ eblip-23816 89 27 than than ADP eblip-23816 89 28 a a DET eblip-23816 89 29 specific specific ADJ eblip-23816 89 30 amount amount NOUN eblip-23816 89 31 ) ) PUNCT eblip-23816 89 32 , , PUNCT eblip-23816 89 33 which which PRON eblip-23816 89 34 can can AUX eblip-23816 89 35 work work VERB eblip-23816 89 36 well well ADV eblip-23816 89 37 in in ADP eblip-23816 89 38 this this DET eblip-23816 89 39 study study NOUN eblip-23816 89 40 because because SCONJ eblip-23816 89 41 of of ADP eblip-23816 89 42 the the DET eblip-23816 89 43 large large ADJ eblip-23816 89 44 number number NOUN eblip-23816 89 45 of of ADP eblip-23816 89 46 binary binary ADJ eblip-23816 89 47 factors factor NOUN eblip-23816 89 48 . . PUNCT eblip-23816 90 1 the the DET eblip-23816 90 2 algorithm algorithm NOUN eblip-23816 90 3 is be AUX eblip-23816 90 4 set set VERB eblip-23816 90 5 up up ADP eblip-23816 90 6 to to PART eblip-23816 90 7 choose choose VERB eblip-23816 90 8 a a DET eblip-23816 90 9 split split NOUN eblip-23816 90 10 among among ADP eblip-23816 90 11 all all DET eblip-23816 90 12 possible possible ADJ eblip-23816 90 13 splits split NOUN eblip-23816 90 14 at at ADP eblip-23816 90 15 each each DET eblip-23816 90 16 node node NOUN eblip-23816 90 17 ; ; PUNCT eblip-23816 90 18 it it PRON eblip-23816 90 19 depends depend VERB eblip-23816 90 20 on on ADP eblip-23816 90 21 the the DET eblip-23816 90 22 value value NOUN eblip-23816 90 23 of of ADP eblip-23816 90 24 just just ADV eblip-23816 90 25 one one NUM eblip-23816 90 26 predictor predictor NOUN eblip-23816 90 27 variable variable NOUN eblip-23816 90 28 . . PUNCT eblip-23816 91 1 the the DET eblip-23816 91 2 best good ADJ eblip-23816 91 3 split split ADJ eblip-23816 91 4 point point NOUN eblip-23816 91 5 is be AUX eblip-23816 91 6 one one NUM eblip-23816 91 7 in in ADP eblip-23816 91 8 which which PRON eblip-23816 91 9 the the DET eblip-23816 91 10 resulting result VERB eblip-23816 91 11 variables variable NOUN eblip-23816 91 12 are be AUX eblip-23816 91 13 unlikely unlikely ADJ eblip-23816 91 14 to to PART eblip-23816 91 15 be be AUX eblip-23816 91 16 mixed mix VERB eblip-23816 91 17 in in ADP eblip-23816 91 18 ensuring ensure VERB eblip-23816 91 19 splits split NOUN eblip-23816 91 20 . . PUNCT eblip-23816 92 1 using use VERB eblip-23816 92 2 the the DET eblip-23816 92 3 example example NOUN eblip-23816 92 4 above above ADV eblip-23816 92 5 , , PUNCT eblip-23816 92 6 determining determine VERB eblip-23816 92 7 if if SCONJ eblip-23816 92 8 the the DET eblip-23816 92 9 power power NOUN eblip-23816 92 10 is be AUX eblip-23816 92 11 on on ADP eblip-23816 92 12 or or CCONJ eblip-23816 92 13 not not PART eblip-23816 92 14 is be AUX eblip-23816 92 15 a a DET eblip-23816 92 16 good good ADJ eblip-23816 92 17 first first ADJ eblip-23816 92 18 node node NOUN eblip-23816 92 19 because because SCONJ eblip-23816 92 20 the the DET eblip-23816 92 21 ensuing ensue VERB eblip-23816 92 22 issues issue NOUN eblip-23816 92 23 are be AUX eblip-23816 92 24 likely likely ADJ eblip-23816 92 25 to to PART eblip-23816 92 26 be be AUX eblip-23816 92 27 dependent dependent ADJ eblip-23816 92 28 on on ADP eblip-23816 92 29 that that DET eblip-23816 92 30 first first ADJ eblip-23816 92 31 choice choice NOUN eblip-23816 92 32 . . PUNCT eblip-23816 93 1 a a DET eblip-23816 93 2 competing compete VERB eblip-23816 93 3 algorithm algorithm NOUN eblip-23816 93 4 to to ADP eblip-23816 93 5 cart cart NOUN eblip-23816 93 6 is be AUX eblip-23816 93 7 c4.5 c4.5 PROPN eblip-23816 93 8 , , PUNCT eblip-23816 93 9 where where SCONJ eblip-23816 93 10 a a DET eblip-23816 93 11 node node NOUN eblip-23816 93 12 may may AUX eblip-23816 93 13 split split VERB eblip-23816 93 14 into into ADP eblip-23816 93 15 more more ADJ eblip-23816 93 16 than than ADP eblip-23816 93 17 two two NUM eblip-23816 93 18 branches branch NOUN eblip-23816 93 19 ( ( PUNCT eblip-23816 93 20 larose larose PROPN eblip-23816 93 21 , , PUNCT eblip-23816 93 22 2005 2005 NUM eblip-23816 93 23 ) ) PUNCT eblip-23816 93 24 . . PUNCT eblip-23816 93 25     SPACE eblip-23816 94 1 the the DET eblip-23816 94 2 other other ADJ eblip-23816 94 3 statistical statistical ADJ eblip-23816 94 4 technique technique NOUN eblip-23816 94 5 employed employ VERB eblip-23816 94 6 was be AUX eblip-23816 94 7 logistic logistic ADJ eblip-23816 94 8 regression regression NOUN eblip-23816 94 9 , , PUNCT eblip-23816 94 10 which which PRON eblip-23816 94 11 is be AUX eblip-23816 94 12 used use VERB eblip-23816 94 13 to to PART eblip-23816 94 14 find find VERB eblip-23816 94 15 a a DET eblip-23816 94 16 model model NOUN eblip-23816 94 17 that that PRON eblip-23816 94 18 relates relate VERB eblip-23816 94 19 a a DET eblip-23816 94 20 dependent dependent ADJ eblip-23816 94 21 binary binary ADJ eblip-23816 94 22 variable variable NOUN eblip-23816 94 23 ( ( PUNCT eblip-23816 94 24 here here ADV eblip-23816 94 25 , , PUNCT eblip-23816 94 26 meeting meeting NOUN eblip-23816 94 27 , , PUNCT eblip-23816 94 28 or or CCONJ eblip-23816 94 29 not not PART eblip-23816 94 30 meeting meet VERB eblip-23816 94 31 , , PUNCT eblip-23816 94 32 the the DET eblip-23816 94 33 state state NOUN eblip-23816 94 34 standard standard NOUN eblip-23816 94 35 ) ) PUNCT eblip-23816 94 36 with with ADP eblip-23816 94 37 a a DET eblip-23816 94 38 set set NOUN eblip-23816 94 39 of of ADP eblip-23816 94 40 independent independent ADJ eblip-23816 94 41 variables variable NOUN eblip-23816 94 42 . . PUNCT eblip-23816 95 1 there there PRON eblip-23816 95 2 are be VERB eblip-23816 95 3 several several ADJ eblip-23816 95 4 advantages advantage NOUN eblip-23816 95 5 to to ADP eblip-23816 95 6 running run VERB eblip-23816 95 7 regression regression NOUN eblip-23816 95 8 . . PUNCT eblip-23816 96 1 first first ADV eblip-23816 96 2 , , PUNCT eblip-23816 96 3 if if SCONJ eblip-23816 96 4 one one PRON eblip-23816 96 5 is be AUX eblip-23816 96 6 able able ADJ eblip-23816 96 7 to to PART eblip-23816 96 8 build build VERB eblip-23816 96 9 a a DET eblip-23816 96 10 strong strong ADJ eblip-23816 96 11 regression regression NOUN eblip-23816 96 12 , , PUNCT eblip-23816 96 13 it it PRON eblip-23816 96 14 can can AUX eblip-23816 96 15 potentially potentially ADV eblip-23816 96 16 be be AUX eblip-23816 96 17 used use VERB eblip-23816 96 18 as as ADP eblip-23816 96 19 a a DET eblip-23816 96 20 predictive predictive ADJ eblip-23816 96 21 tool tool NOUN eblip-23816 96 22 for for ADP eblip-23816 96 23 future future ADJ eblip-23816 96 24 data datum NOUN eblip-23816 96 25 . . PUNCT eblip-23816 97 1 it it PRON eblip-23816 97 2 is be AUX eblip-23816 97 3 relatively relatively ADV eblip-23816 97 4 easy easy ADJ eblip-23816 97 5 to to PART eblip-23816 97 6 interpret interpret VERB eblip-23816 97 7 the the DET eblip-23816 97 8 effect effect NOUN eblip-23816 97 9 of of ADP eblip-23816 97 10 changing change VERB eblip-23816 97 11 one one NUM eblip-23816 97 12 predictive predictive ADJ eblip-23816 97 13 variable variable NOUN eblip-23816 97 14 on on ADP eblip-23816 97 15 the the DET eblip-23816 97 16     SPACE eblip-23816 97 17 response response NOUN eblip-23816 97 18 variable variable NOUN eblip-23816 97 19 , , PUNCT eblip-23816 97 20 holding hold VERB eblip-23816 97 21 the the DET eblip-23816 97 22 other other ADJ eblip-23816 97 23 predictive predictive ADJ eblip-23816 97 24 variables variable NOUN eblip-23816 97 25 constant constant ADJ eblip-23816 97 26 . . PUNCT eblip-23816 98 1 regression regression NOUN eblip-23816 98 2 analysis analysis NOUN eblip-23816 98 3 can can AUX eblip-23816 98 4 also also ADV eblip-23816 98 5 yield yield VERB eblip-23816 98 6 valuable valuable ADJ eblip-23816 98 7 information information NOUN eblip-23816 98 8 about about ADP eblip-23816 98 9 the the DET eblip-23816 98 10 data datum NOUN eblip-23816 98 11 within within ADP eblip-23816 98 12 it it PRON eblip-23816 98 13 . . PUNCT eblip-23816 99 1 the the DET eblip-23816 99 2 researchers researcher NOUN eblip-23816 99 3 applied apply VERB eblip-23816 99 4 three three NUM eblip-23816 99 5 selection selection NOUN eblip-23816 99 6 methods method NOUN eblip-23816 99 7 — — PUNCT eblip-23816 99 8 backwards backwards ADV eblip-23816 99 9 , , PUNCT eblip-23816 99 10 forward forward ADV eblip-23816 99 11 , , PUNCT eblip-23816 99 12 and and CCONJ eblip-23816 99 13 stepwise stepwise NOUN eblip-23816 99 14 — — PUNCT eblip-23816 99 15 and and CCONJ eblip-23816 99 16 compared compare VERB eblip-23816 99 17 results result NOUN eblip-23816 99 18 to to PART eblip-23816 99 19 determine determine VERB eblip-23816 99 20 which which DET eblip-23816 99 21 model model NOUN eblip-23816 99 22 best well ADV eblip-23816 99 23 fitted fit VERB eblip-23816 99 24 the the DET eblip-23816 99 25 data datum NOUN eblip-23816 99 26 ( ( PUNCT eblip-23816 99 27 miller miller PROPN eblip-23816 99 28 , , PUNCT eblip-23816 99 29 2013 2013 NUM eblip-23816 99 30 ) ) PUNCT eblip-23816 99 31         SPACE eblip-23816 99 32 table table NOUN eblip-23816 99 33 1 1 NUM eblip-23816 99 34 quantitative quantitative ADJ eblip-23816 99 35 factors factor NOUN eblip-23816 99 36 of of ADP eblip-23816 99 37 school school NOUN eblip-23816 99 38 library library NOUN eblip-23816 99 39 programs program NOUN eblip-23816 99 40 meeting meet VERB eblip-23816 99 41 standards standard NOUN eblip-23816 99 42     SPACE eblip-23816 99 43 2011 2011 NUM eblip-23816 99 44 - - SYM eblip-23816 99 45 2012 2012 NUM eblip-23816 99 46 data datum NOUN eblip-23816 99 47 2007 2007 NUM eblip-23816 99 48 - - SYM eblip-23816 99 49 2008 2008 NUM eblip-23816 99 50 data datum NOUN eblip-23816 99 51 average average ADJ eblip-23816 99 52 number number NOUN eblip-23816 99 53 of of ADP eblip-23816 99 54 books book NOUN eblip-23816 99 55 ~21,000 ~21,000 PUNCT eblip-23816 100 1 ~16,000 ~16,000 X eblip-23816 100 2 average average ADJ eblip-23816 100 3 copyright copyright NOUN eblip-23816 100 4 date date NOUN eblip-23816 100 5 1994 1994 NUM eblip-23816 100 6 1995 1995 NUM eblip-23816 100 7 average average ADJ eblip-23816 100 8 book book NOUN eblip-23816 100 9 budget budget NOUN eblip-23816 100 10                                               SPACE eblip-23816 100 11 ~$8000 ~$8000 PUNCT eblip-23816 100 12 ~$5000 ~$5000 NUM eblip-23816 100 13 average average ADJ eblip-23816 100 14 non non ADJ eblip-23816 100 15 - - ADJ eblip-23816 100 16 book book ADJ eblip-23816 100 17 budget budget NOUN eblip-23816 100 18 ~$4000 ~$4000 PUNCT eblip-23816 100 19 ~$4000 ~$4000 NUM eblip-23816 100 20         SPACE eblip-23816 100 21 table table NOUN eblip-23816 100 22 2 2 NUM eblip-23816 100 23 data datum NOUN eblip-23816 100 24 set set VERB eblip-23816 100 25 of of ADP eblip-23816 100 26 school school NOUN eblip-23816 100 27 library library NOUN eblip-23816 100 28 programs program NOUN eblip-23816 100 29 meeting meet VERB eblip-23816 100 30 baseline baseline NOUN eblip-23816 100 31 standards standard NOUN eblip-23816 100 32 level level NOUN eblip-23816 100 33 of of ADP eblip-23816 100 34 school school NOUN eblip-23816 100 35 total total NOUN eblip-23816 100 36 n n CCONJ eblip-23816 100 37 ( ( PUNCT eblip-23816 100 38 2011 2011 NUM eblip-23816 100 39 - - SYM eblip-23816 100 40 2012 2012 NUM eblip-23816 100 41 ) ) PUNCT eblip-23816 101 1 n n NOUN eblip-23816 101 2 meeting meet VERB eblip-23816 101 3 standard standard ADJ eblip-23816 101 4 % % NOUN eblip-23816 101 5 meeting meeting NOUN eblip-23816 101 6 standard standard ADJ eblip-23816 101 7 2011 2011 NUM eblip-23816 101 8 - - SYM eblip-23816 101 9 2012 2012 NUM eblip-23816 101 10 data datum NOUN eblip-23816 101 11 total total NOUN eblip-23816 101 12 n n CCONJ eblip-23816 101 13 ( ( PUNCT eblip-23816 101 14 2007 2007 NUM eblip-23816 101 15 - - SYM eblip-23816 101 16 2008 2008 NUM eblip-23816 101 17 ) ) PUNCT eblip-23816 101 18 % % NOUN eblip-23816 101 19 meeting meeting NOUN eblip-23816 101 20 standard standard ADJ eblip-23816 101 21 2007 2007 NUM eblip-23816 101 22 - - SYM eblip-23816 101 23 2008 2008 NUM eblip-23816 101 24 data data PROPN eblip-23816 101 25 elementary elementary NOUN eblip-23816 101 26 2303 2303 NUM eblip-23816 101 27     SPACE eblip-23816 101 28 12 12 NUM eblip-23816 101 29     SPACE eblip-23816 101 30 0.5 0.5 NUM eblip-23816 101 31 3312 3312 NUM eblip-23816 101 32 0.4 0.4 NUM eblip-23816 101 33 middle middle ADJ eblip-23816 101 34 school school NOUN eblip-23816 101 35     SPACE eblip-23816 101 36 531 531 NUM eblip-23816 101 37     SPACE eblip-23816 101 38 39 39 NUM eblip-23816 101 39     SPACE eblip-23816 101 40 7.3 7.3 NUM eblip-23816 101 41 842 842 NUM eblip-23816 101 42 8.2 8.2 NUM eblip-23816 101 43 high high ADJ eblip-23816 101 44 school school NOUN eblip-23816 101 45     SPACE eblip-23816 101 46 500 500 NUM eblip-23816 101 47 161 161 NUM eblip-23816 101 48 32.2 32.2 NUM eblip-23816 101 49 688 688 NUM eblip-23816 101 50 44.9 44.9 NUM eblip-23816 101 51 total total ADJ eblip-23816 101 52 3334 3334 NUM eblip-23816 101 53 212 212 NUM eblip-23816 101 54 6.4 6.4 NUM eblip-23816 101 55 4832 4832 NUM eblip-23816 101 56 7.4 7.4 NUM eblip-23816 101 57         SPACE eblip-23816 101 58 to to PART eblip-23816 101 59 compare compare VERB eblip-23816 101 60 the the DET eblip-23816 101 61 fit fit NOUN eblip-23816 101 62 of of ADP eblip-23816 101 63 each each DET eblip-23816 101 64 model model NOUN eblip-23816 101 65 , , PUNCT eblip-23816 101 66 and and CCONJ eblip-23816 101 67 see see VERB eblip-23816 101 68 error error NOUN eblip-23816 101 69 rates rate NOUN eblip-23816 101 70 across across ADP eblip-23816 101 71 models model NOUN eblip-23816 101 72 , , PUNCT eblip-23816 101 73 roc roc PROPN eblip-23816 101 74 ( ( PUNCT eblip-23816 101 75 receiver receiver ADV eblip-23816 101 76 operating operate VERB eblip-23816 101 77 characteristic characteristic NOUN eblip-23816 101 78 ) ) PUNCT eblip-23816 101 79 was be AUX eblip-23816 101 80 used use VERB eblip-23816 101 81 ( ( PUNCT eblip-23816 101 82 larose larose PROPN eblip-23816 101 83 , , PUNCT eblip-23816 101 84 2005 2005 NUM eblip-23816 101 85 ) ) PUNCT eblip-23816 101 86 . . PUNCT eblip-23816 102 1 this this DET eblip-23816 102 2 kind kind NOUN eblip-23816 102 3 of of ADP eblip-23816 102 4 chart chart NOUN eblip-23816 102 5 visualizes visualize VERB eblip-23816 102 6 the the DET eblip-23816 102 7 effectiveness effectiveness NOUN eblip-23816 102 8 of of ADP eblip-23816 102 9 a a DET eblip-23816 102 10 classification classification NOUN eblip-23816 102 11 model model NOUN eblip-23816 102 12 , , PUNCT eblip-23816 102 13 calculating calculate VERB eblip-23816 102 14 how how SCONJ eblip-23816 102 15 well well ADV eblip-23816 102 16 a a DET eblip-23816 102 17 variable variable NOUN eblip-23816 102 18 will will AUX eblip-23816 102 19 be be AUX eblip-23816 102 20 assigned assign VERB eblip-23816 102 21 the the DET eblip-23816 102 22 right right ADJ eblip-23816 102 23 category category NOUN eblip-23816 102 24 , , PUNCT eblip-23816 102 25 in in ADP eblip-23816 102 26 comparison comparison NOUN eblip-23816 102 27 to to ADP eblip-23816 102 28 being be AUX eblip-23816 102 29 assigned assign VERB eblip-23816 102 30 a a DET eblip-23816 102 31 category category NOUN eblip-23816 102 32 randomly randomly ADV eblip-23816 102 33 . . PUNCT eblip-23816 103 1 a a DET eblip-23816 103 2 good good ADJ eblip-23816 103 3 predictive predictive ADJ eblip-23816 103 4 model model NOUN eblip-23816 103 5 shows show VERB eblip-23816 103 6 a a DET eblip-23816 103 7 steep steep ADJ eblip-23816 103 8 incline incline NOUN eblip-23816 103 9 and and CCONJ eblip-23816 103 10 remains remain VERB eblip-23816 103 11 near near ADP eblip-23816 103 12 the the DET eblip-23816 103 13 top top NOUN eblip-23816 103 14 of of ADP eblip-23816 103 15 the the DET eblip-23816 103 16 graph graph NOUN eblip-23816 103 17 , , PUNCT eblip-23816 103 18 indicating indicate VERB eblip-23816 103 19 that that SCONJ eblip-23816 103 20 the the DET eblip-23816 103 21 model model NOUN eblip-23816 103 22 can can AUX eblip-23816 103 23 distinguish distinguish VERB eblip-23816 103 24 between between ADP eblip-23816 103 25 two two NUM eblip-23816 103 26 ( ( PUNCT eblip-23816 103 27 or or CCONJ eblip-23816 103 28 more more ADJ eblip-23816 103 29 ) ) PUNCT eblip-23816 103 30 groups group NOUN eblip-23816 103 31 easily easily ADV eblip-23816 103 32 . . PUNCT eblip-23816 104 1 a a DET eblip-23816 104 2 model model NOUN eblip-23816 104 3 that that PRON eblip-23816 104 4 has have VERB eblip-23816 104 5 a a DET eblip-23816 104 6 line line NOUN eblip-23816 104 7 close close ADJ eblip-23816 104 8 to to ADP eblip-23816 104 9 the the DET eblip-23816 104 10 diagonal diagonal ADJ eblip-23816 104 11 would would AUX eblip-23816 104 12 imply imply VERB eblip-23816 104 13 that that SCONJ eblip-23816 104 14 the the DET eblip-23816 104 15 classification classification NOUN eblip-23816 104 16 is be AUX eblip-23816 104 17 close close ADJ eblip-23816 104 18 to to ADP eblip-23816 104 19 random random ADJ eblip-23816 104 20 or or CCONJ eblip-23816 104 21 guessing guessing NOUN eblip-23816 104 22 . . PUNCT eblip-23816 105 1 thus thus ADV eblip-23816 105 2 , , PUNCT eblip-23816 105 3 a a DET eblip-23816 105 4 good good ADJ eblip-23816 105 5 model model NOUN eblip-23816 105 6 indicates indicate VERB eblip-23816 105 7 that that SCONJ eblip-23816 105 8 the the DET eblip-23816 105 9 categories category NOUN eblip-23816 105 10 are be AUX eblip-23816 105 11 well well ADV eblip-23816 105 12 chosen choose VERB eblip-23816 105 13 , , PUNCT eblip-23816 105 14 and and CCONJ eblip-23816 105 15 can can AUX eblip-23816 105 16 be be AUX eblip-23816 105 17 used use VERB eblip-23816 105 18 to to PART eblip-23816 105 19 predict predict VERB eblip-23816 105 20 high high ADJ eblip-23816 105 21 - - PUNCT eblip-23816 105 22 quality quality NOUN eblip-23816 105 23 school school NOUN eblip-23816 105 24 library library NOUN eblip-23816 105 25 programs program NOUN eblip-23816 105 26 . . PUNCT eblip-23816 106 1 as as ADP eblip-23816 106 2 with with ADP eblip-23816 106 3 decision decision NOUN eblip-23816 106 4 trees tree NOUN eblip-23816 106 5 , , PUNCT eblip-23816 106 6 statistical statistical ADJ eblip-23816 106 7 software software NOUN eblip-23816 106 8 programs program NOUN eblip-23816 106 9 can can AUX eblip-23816 106 10 calculate calculate VERB eblip-23816 106 11 the the DET eblip-23816 106 12 roc roc PROPN eblip-23816 106 13 based base VERB eblip-23816 106 14 on on ADP eblip-23816 106 15 the the DET eblip-23816 106 16 model model NOUN eblip-23816 106 17 ’s ’s PART eblip-23816 106 18 sensitivity sensitivity NOUN eblip-23816 106 19 of of ADP eblip-23816 106 20 the the DET eblip-23816 106 21 classification classification NOUN eblip-23816 106 22 schemes scheme NOUN eblip-23816 106 23 . . PUNCT eblip-23816 106 24     SPACE eblip-23816 106 25 for for ADP eblip-23816 106 26 each each DET eblip-23816 106 27 model model NOUN eblip-23816 106 28 , , PUNCT eblip-23816 106 29 the the DET eblip-23816 106 30 data datum NOUN eblip-23816 106 31 were be AUX eblip-23816 106 32 partitioned partition VERB eblip-23816 106 33 into into ADP eblip-23816 106 34 a a DET eblip-23816 106 35 training training NOUN eblip-23816 106 36 set set NOUN eblip-23816 106 37 , , PUNCT eblip-23816 106 38 for for ADP eblip-23816 106 39 model model NOUN eblip-23816 106 40 fitting fitting ADJ eblip-23816 106 41 , , PUNCT eblip-23816 106 42 and and CCONJ eblip-23816 106 43 a a DET eblip-23816 106 44 validation validation NOUN eblip-23816 106 45 set set NOUN eblip-23816 106 46 , , PUNCT eblip-23816 106 47 for for ADP eblip-23816 106 48 empirical empirical ADJ eblip-23816 106 49 validation validation NOUN eblip-23816 106 50 . . PUNCT eblip-23816 107 1 this this DET eblip-23816 107 2 technique technique NOUN eblip-23816 107 3 was be AUX eblip-23816 107 4 used use VERB eblip-23816 107 5 in in ADP eblip-23816 107 6 order order NOUN eblip-23816 107 7 to to PART eblip-23816 107 8 generalize generalize VERB eblip-23816 107 9 to to PART eblip-23816 107 10 better well ADV eblip-23816 107 11 predict predict VERB eblip-23816 107 12 future future ADJ eblip-23816 107 13 values value NOUN eblip-23816 107 14 . . PUNCT eblip-23816 108 1 the the DET eblip-23816 108 2 training training NOUN eblip-23816 108 3 set set NOUN eblip-23816 108 4 included include VERB eblip-23816 108 5 a a DET eblip-23816 108 6 random random ADJ eblip-23816 108 7 sample sample NOUN eblip-23816 108 8 of of ADP eblip-23816 108 9 70 70 NUM eblip-23816 108 10 % % NOUN eblip-23816 108 11 of of ADP eblip-23816 108 12 the the DET eblip-23816 108 13 observations observation NOUN eblip-23816 108 14 , , PUNCT eblip-23816 108 15 and and CCONJ eblip-23816 108 16 the the DET eblip-23816 108 17 remaining remain VERB eblip-23816 108 18 30 30 NUM eblip-23816 108 19 % % NOUN eblip-23816 108 20 composed compose VERB eblip-23816 108 21 the the DET eblip-23816 108 22 validation validation NOUN eblip-23816 108 23 set set VERB eblip-23816 108 24 to to PART eblip-23816 108 25 see see VERB eblip-23816 108 26 how how SCONJ eblip-23816 108 27 well well ADV eblip-23816 108 28 the the DET eblip-23816 108 29 models model NOUN eblip-23816 108 30 classified classify VERB eblip-23816 108 31 other other ADJ eblip-23816 108 32 sets set NOUN eblip-23816 108 33 , , PUNCT eblip-23816 108 34 and and CCONJ eblip-23816 108 35 to to PART eblip-23816 108 36 determine determine VERB eblip-23816 108 37 possible possible ADJ eblip-23816 108 38 generalizations generalization NOUN eblip-23816 108 39 ( ( PUNCT eblip-23816 108 40 larose larose PROPN eblip-23816 108 41 , , PUNCT eblip-23816 108 42 2005 2005 NUM eblip-23816 108 43 ) ) PUNCT eblip-23816 108 44 . . PUNCT eblip-23816 108 45     SPACE eblip-23816 109 1 results result VERB eblip-23816 109 2     SPACE eblip-23816 109 3 each each DET eblip-23816 109 4 library library NOUN eblip-23816 109 5 ’s ’s PART eblip-23816 109 6 data datum NOUN eblip-23816 109 7 were be AUX eblip-23816 109 8 compared compare VERB eblip-23816 109 9 with with ADP eblip-23816 109 10 the the DET eblip-23816 109 11 california california PROPN eblip-23816 109 12 state state NOUN eblip-23816 109 13 standards standard NOUN eblip-23816 109 14 ( ( PUNCT eblip-23816 109 15 appendices appendix NOUN eblip-23816 109 16 a a PRON eblip-23816 109 17 and and CCONJ eblip-23816 109 18 b b NOUN eblip-23816 109 19 ) ) PUNCT eblip-23816 109 20 . . PUNCT eblip-23816 110 1 only only ADV eblip-23816 110 2 212 212 NUM eblip-23816 110 3 school school NOUN eblip-23816 110 4 library library NOUN eblip-23816 110 5 programs program NOUN eblip-23816 110 6 met meet VERB eblip-23816 110 7 all all PRON eblip-23816 110 8 of of ADP eblip-23816 110 9 the the DET eblip-23816 110 10 standards standard NOUN eblip-23816 110 11 . . PUNCT eblip-23816 111 1 appendix appendix NOUN eblip-23816 111 2 b b NOUN eblip-23816 111 3 details detail NOUN eblip-23816 111 4 those those DET eblip-23816 111 5 resource resource NOUN eblip-23816 111 6 and and CCONJ eblip-23816 111 7 service service NOUN eblip-23816 111 8 variables variable NOUN eblip-23816 111 9 that that PRON eblip-23816 111 10 were be AUX eblip-23816 111 11 present present ADJ eblip-23816 111 12 and and CCONJ eblip-23816 111 13 independently independently ADV eblip-23816 111 14 met meet VERB eblip-23816 111 15 the the DET eblip-23816 111 16 standards standard NOUN eblip-23816 111 17 . . PUNCT eblip-23816 112 1 table table NOUN eblip-23816 112 2 1 1 NUM eblip-23816 112 3 contains contain VERB eblip-23816 112 4 quantitative quantitative ADJ eblip-23816 112 5 values value NOUN eblip-23816 112 6 for for ADP eblip-23816 112 7 only only ADV eblip-23816 112 8 the the DET eblip-23816 112 9 libraries library NOUN eblip-23816 112 10 that that PRON eblip-23816 112 11 met meet VERB eblip-23816 112 12 all all DET eblip-23816 112 13 the the DET eblip-23816 112 14 standards standard NOUN eblip-23816 112 15 ; ; PUNCT eblip-23816 112 16 it it PRON eblip-23816 112 17 lists list VERB eblip-23816 112 18 the the DET eblip-23816 112 19 mean mean NOUN eblip-23816 112 20 for for ADP eblip-23816 112 21 those those DET eblip-23816 112 22 variables variable NOUN eblip-23816 112 23 having have VERB eblip-23816 112 24 continuous continuous ADJ eblip-23816 112 25 values value NOUN eblip-23816 112 26 ( ( PUNCT eblip-23816 112 27 rather rather ADV eblip-23816 112 28 than than ADP eblip-23816 112 29 simply simply ADV eblip-23816 112 30 being be AUX eblip-23816 112 31 available available ADJ eblip-23816 112 32 or or CCONJ eblip-23816 112 33 not not PART eblip-23816 112 34 , , PUNCT eblip-23816 112 35 such such ADJ eblip-23816 112 36 as as ADP eblip-23816 112 37 access access NOUN eblip-23816 112 38 after after ADP eblip-23816 112 39 school school NOUN eblip-23816 112 40 ) ) PUNCT eblip-23816 112 41 . . PUNCT eblip-23816 112 42     SPACE eblip-23816 113 1 table table NOUN eblip-23816 113 2 2 2 NUM eblip-23816 113 3 compares compare VERB eblip-23816 113 4 the the DET eblip-23816 113 5 percentage percentage NOUN eblip-23816 113 6 of of ADP eblip-23816 113 7 school school NOUN eblip-23816 113 8 libraries library NOUN eblip-23816 113 9 that that PRON eblip-23816 113 10 met meet VERB eblip-23816 113 11 all all PRON eblip-23816 113 12 of of ADP eblip-23816 113 13 the the DET eblip-23816 113 14 state state NOUN eblip-23816 113 15 standards standard NOUN eblip-23816 113 16 in in ADP eblip-23816 113 17 2011 2011 NUM eblip-23816 113 18 - - SYM eblip-23816 113 19 2012 2012 NUM eblip-23816 113 20 with with ADP eblip-23816 113 21 the the DET eblip-23816 113 22 percentage percentage NOUN eblip-23816 113 23 of of ADP eblip-23816 113 24 school school NOUN eblip-23816 113 25 libraries library NOUN eblip-23816 113 26 in in ADP eblip-23816 113 27 2007 2007 NUM eblip-23816 113 28 - - SYM eblip-23816 113 29 2008 2008 NUM eblip-23816 113 30 that that PRON eblip-23816 113 31 met meet VERB eblip-23816 113 32 the the DET eblip-23816 113 33 standards standard NOUN eblip-23816 113 34 before before SCONJ eblip-23816 113 35 those those DET eblip-23816 113 36 standards standard NOUN eblip-23816 113 37 were be AUX eblip-23816 113 38 officially officially ADV eblip-23816 113 39 approved approve VERB eblip-23816 113 40 and and CCONJ eblip-23816 113 41 disseminated disseminate VERB eblip-23816 113 42 ( ( PUNCT eblip-23816 113 43 farmer farmer NOUN eblip-23816 113 44 & & CCONJ eblip-23816 113 45 safer safe ADJ eblip-23816 113 46 , , PUNCT eblip-23816 113 47 2010 2010 NUM eblip-23816 113 48 ) ) PUNCT eblip-23816 113 49 . . PUNCT eblip-23816 113 50     SPACE eblip-23816 114 1 decision decision NOUN eblip-23816 114 2 trees tree NOUN eblip-23816 114 3     SPACE eblip-23816 114 4 each each PRON eblip-23816 114 5 of of ADP eblip-23816 114 6 the the DET eblip-23816 114 7 following follow VERB eblip-23816 114 8 trees tree NOUN eblip-23816 114 9 randomly randomly ADV eblip-23816 114 10 used use VERB eblip-23816 114 11 70 70 NUM eblip-23816 114 12 % % NOUN eblip-23816 114 13 of of ADP eblip-23816 114 14 the the DET eblip-23816 114 15 observations observation NOUN eblip-23816 114 16 as as ADP eblip-23816 114 17 the the DET eblip-23816 114 18 training training NOUN eblip-23816 114 19 set set NOUN eblip-23816 114 20 and and CCONJ eblip-23816 114 21 the the DET eblip-23816 114 22 remaining remain VERB eblip-23816 114 23 30 30 NUM eblip-23816 114 24 % % NOUN eblip-23816 114 25 for for ADP eblip-23816 114 26 the the DET eblip-23816 114 27 validation validation NOUN eblip-23816 114 28 ( ( PUNCT eblip-23816 114 29 or or CCONJ eblip-23816 114 30 test test NOUN eblip-23816 114 31 ) ) PUNCT eblip-23816 114 32 set set NOUN eblip-23816 114 33 . . PUNCT eblip-23816 114 34     SPACE eblip-23816 115 1 cart cart NOUN eblip-23816 115 2 ( ( PUNCT eblip-23816 115 3 classification classification NOUN eblip-23816 115 4 and and CCONJ eblip-23816 115 5 regression regression NOUN eblip-23816 115 6 trees tree NOUN eblip-23816 115 7 ) ) PUNCT eblip-23816 115 8     SPACE eblip-23816 115 9 figure figure NOUN eblip-23816 115 10 1 1 NUM eblip-23816 115 11 shows show VERB eblip-23816 115 12 the the DET eblip-23816 115 13 tree tree NOUN eblip-23816 115 14 generating generate VERB eblip-23816 115 15 the the DET eblip-23816 115 16 smallest small ADJ eblip-23816 115 17 misclassification misclassification NOUN eblip-23816 115 18 error error NOUN eblip-23816 115 19 ( ( PUNCT eblip-23816 115 20 for for ADP eblip-23816 115 21 example example NOUN eblip-23816 115 22 , , PUNCT eblip-23816 115 23 a a DET eblip-23816 115 24 variable variable NOUN eblip-23816 115 25 that that PRON eblip-23816 115 26 is be AUX eblip-23816 115 27 classified classify VERB eblip-23816 115 28 as as ADP eblip-23816 115 29 meeting meet VERB eblip-23816 115 30 a a DET eblip-23816 115 31 standard standard NOUN eblip-23816 115 32 when when SCONJ eblip-23816 115 33 in in ADP eblip-23816 115 34 actuality actuality NOUN eblip-23816 115 35 it it PRON eblip-23816 115 36 does do VERB eblip-23816 115 37 not not PART eblip-23816 115 38 , , PUNCT eblip-23816 115 39 or or CCONJ eblip-23816 115 40 vice vice NOUN eblip-23816 115 41 versa versa ADV eblip-23816 115 42 ) ) PUNCT eblip-23816 115 43 . . PUNCT eblip-23816 116 1 unfortunately unfortunately ADV eblip-23816 116 2 , , PUNCT eblip-23816 116 3 the the DET eblip-23816 116 4 data datum NOUN eblip-23816 116 5 set set NOUN eblip-23816 116 6 has have VERB eblip-23816 116 7 many many ADJ eblip-23816 116 8 variables variable NOUN eblip-23816 116 9 so so SCONJ eblip-23816 116 10 the the DET eblip-23816 116 11 full full ADJ eblip-23816 116 12 decision decision NOUN eblip-23816 116 13 tree tree NOUN eblip-23816 116 14 is be AUX eblip-23816 116 15 very very ADV eblip-23816 116 16 difficult difficult ADJ eblip-23816 116 17 to to PART eblip-23816 116 18 read read VERB eblip-23816 116 19 when when SCONJ eblip-23816 116 20 viewing view VERB eblip-23816 116 21 it it PRON eblip-23816 116 22 as as ADP eblip-23816 116 23 a a DET eblip-23816 116 24 whole whole NOUN eblip-23816 116 25 . . PUNCT eblip-23816 117 1 the the DET eblip-23816 117 2 right right ADJ eblip-23816 117 3 side side NOUN eblip-23816 117 4 of of ADP eblip-23816 117 5 the the DET eblip-23816 117 6 tree tree NOUN eblip-23816 117 7 is be AUX eblip-23816 117 8 bushier bushy ADJ eblip-23816 117 9 than than ADP eblip-23816 117 10 the the DET eblip-23816 117 11 left left NOUN eblip-23816 117 12 . . PUNCT eblip-23816 118 1 the the DET eblip-23816 118 2 root root NOUN eblip-23816 118 3 node node NOUN eblip-23816 118 4 for for ADP eblip-23816 118 5 this this DET eblip-23816 118 6 tree tree NOUN eblip-23816 118 7 is be AUX eblip-23816 118 8 “ " PUNCT eblip-23816 118 9 funding fund VERB eblip-23816 118 10 from from ADP eblip-23816 118 11 the the DET eblip-23816 118 12 state state NOUN eblip-23816 118 13 lottery lottery NOUN eblip-23816 118 14 ” " PUNCT eblip-23816 118 15 since since SCONJ eblip-23816 118 16 about about ADV eblip-23816 118 17 90 90 NUM eblip-23816 118 18 % % NOUN eblip-23816 118 19 of of ADP eblip-23816 118 20 the the DET eblip-23816 118 21 libraries library NOUN eblip-23816 118 22 did do AUX eblip-23816 118 23 not not PART eblip-23816 118 24 receive receive VERB eblip-23816 118 25 state state NOUN eblip-23816 118 26 lottery lottery NOUN eblip-23816 118 27 funding funding NOUN eblip-23816 118 28 ( ( PUNCT eblip-23816 118 29 value value NOUN eblip-23816 118 30 of of ADP eblip-23816 118 31 0 0 NUM eblip-23816 118 32 ) ) PUNCT eblip-23816 118 33 . . PUNCT eblip-23816 119 1 therefore therefore ADV eblip-23816 119 2 , , PUNCT eblip-23816 119 3 the the DET eblip-23816 119 4 tree tree NOUN eblip-23816 119 5 is be AUX eblip-23816 119 6 unbalanced unbalanced ADJ eblip-23816 119 7 , , PUNCT eblip-23816 119 8 with with ADP eblip-23816 119 9 most most ADJ eblip-23816 119 10 decision decision NOUN eblip-23816 119 11 points point NOUN eblip-23816 119 12 appearing appear VERB eblip-23816 119 13 on on ADP eblip-23816 119 14 the the DET eblip-23816 119 15 right right ADJ eblip-23816 119 16 branch branch NOUN eblip-23816 119 17 for for ADP eblip-23816 119 18 that that DET eblip-23816 119 19 root root NOUN eblip-23816 119 20 node node NOUN eblip-23816 119 21 . . PUNCT eblip-23816 119 22     SPACE eblip-23816 120 1 this this DET eblip-23816 120 2 decision decision NOUN eblip-23816 120 3 tree tree NOUN eblip-23816 120 4 ’s ’s PART eblip-23816 120 5 variable variable ADJ eblip-23816 120 6 importance importance NOUN eblip-23816 120 7 is be AUX eblip-23816 120 8 shown show VERB eblip-23816 120 9 in in ADP eblip-23816 120 10 table table NOUN eblip-23816 120 11 3 3 NUM eblip-23816 120 12 . . PUNCT eblip-23816 120 13     SPACE eblip-23816 120 14 table table NOUN eblip-23816 120 15 3 3 NUM eblip-23816 120 16 variable variable ADJ eblip-23816 120 17 importance importance NOUN eblip-23816 120 18 in in ADP eblip-23816 120 19 cart cart NOUN eblip-23816 120 20 decision decision NOUN eblip-23816 120 21 tree tree NOUN eblip-23816 120 22 variable variable ADJ eblip-23816 120 23 name name NOUN eblip-23816 120 24 importance importance NOUN eblip-23816 120 25 automated automate VERB eblip-23816 120 26 catalogue catalogue NOUN eblip-23816 120 27 1.0000 1.0000 NUM eblip-23816 120 28 state state NOUN eblip-23816 120 29 lottery lottery NOUN eblip-23816 120 30 funds fund VERB eblip-23816 120 31 0.8274 0.8274 NUM eblip-23816 120 32 access access NOUN eblip-23816 120 33 to to ADP eblip-23816 120 34 online online ADJ eblip-23816 120 35 resources resource NOUN eblip-23816 120 36 0.8228 0.8228 NUM eblip-23816 120 37 online online ADJ eblip-23816 120 38 subscriptions subscription NOUN eblip-23816 121 1 0.6155 0.6155 NUM eblip-23816 121 2 streaming streaming NOUN eblip-23816 121 3 video video NOUN eblip-23816 121 4 subscriptions subscription NOUN eblip-23816 121 5 0.5047 0.5047 NUM eblip-23816 121 6 budget budget NOUN eblip-23816 121 7 0.4978 0.4978 NUM eblip-23816 121 8 librarian librarian NOUN eblip-23816 121 9 helps helps AUX eblip-23816 121 10 find find VERB eblip-23816 121 11 resources resource NOUN eblip-23816 121 12 outside outside ADP eblip-23816 121 13 the the DET eblip-23816 121 14 library library NOUN eblip-23816 121 15 0.4174 0.4174 NUM eblip-23816 121 16     SPACE eblip-23816 121 17 c4.5 c4.5 PROPN eblip-23816 121 18     SPACE eblip-23816 121 19 running run VERB eblip-23816 121 20 the the DET eblip-23816 121 21 c4.5 c4.5 PROPN eblip-23816 121 22 algorithm algorithm NOUN eblip-23816 121 23 with with ADP eblip-23816 121 24 target target NOUN eblip-23816 121 25 criterion criterion NOUN eblip-23816 121 26 set set VERB eblip-23816 121 27 to to AUX eblip-23816 121 28 entropy entropy VERB eblip-23816 121 29 ( ( PUNCT eblip-23816 121 30 that that ADV eblip-23816 121 31 is is ADV eblip-23816 121 32 , , PUNCT eblip-23816 121 33 the the DET eblip-23816 121 34 least least ADJ eblip-23816 121 35 probability probability NOUN eblip-23816 121 36 of of ADP eblip-23816 121 37 a a DET eblip-23816 121 38 variable variable ADJ eblip-23816 121 39 result result NOUN eblip-23816 121 40 occurring occur VERB eblip-23816 121 41 ) ) PUNCT eblip-23816 121 42 , , PUNCT eblip-23816 121 43 the the DET eblip-23816 121 44 tree tree NOUN eblip-23816 121 45 with with ADP eblip-23816 121 46 the the DET eblip-23816 121 47 lowest low ADJ eblip-23816 121 48 misclassification misclassification NOUN eblip-23816 121 49 error error NOUN eblip-23816 121 50 ( ( PUNCT eblip-23816 121 51 that that PRON eblip-23816 121 52 is is ADV eblip-23816 121 53 , , PUNCT eblip-23816 121 54 put put VERB eblip-23816 121 55 in in ADP eblip-23816 121 56 the the DET eblip-23816 121 57 wrong wrong ADJ eblip-23816 121 58 category category NOUN eblip-23816 121 59 ) ) PUNCT eblip-23816 121 60 was be AUX eblip-23816 121 61 generated generate VERB eblip-23816 121 62 . . PUNCT eblip-23816 122 1 compared compare VERB eblip-23816 122 2 to to ADP eblip-23816 122 3 the the DET eblip-23816 122 4 tree tree NOUN eblip-23816 122 5 gained gain VERB eblip-23816 122 6 from from ADP eblip-23816 122 7 the the DET eblip-23816 122 8 cart cart NOUN eblip-23816 122 9 method method NOUN eblip-23816 122 10 , , PUNCT eblip-23816 122 11 this this DET eblip-23816 122 12 tree tree NOUN eblip-23816 122 13 has have VERB eblip-23816 122 14 several several ADJ eblip-23816 122 15 more more ADJ eblip-23816 122 16 branches branch NOUN eblip-23816 122 17 and and CCONJ eblip-23816 122 18 nodes node NOUN eblip-23816 122 19 ( ( PUNCT eblip-23816 122 20 i.e. i.e. X eblip-23816 122 21 , , PUNCT eblip-23816 122 22 it it PRON eblip-23816 122 23 is be AUX eblip-23816 122 24 bushier bushy ADJ eblip-23816 122 25 ) ) PUNCT eblip-23816 122 26 , , PUNCT eblip-23816 122 27 which which PRON eblip-23816 122 28 could could AUX eblip-23816 122 29 potentially potentially ADV eblip-23816 122 30 lead lead VERB eblip-23816 122 31 to to ADP eblip-23816 122 32 a a DET eblip-23816 122 33 higher high ADJ eblip-23816 122 34 misclassification misclassification NOUN eblip-23816 122 35 error error NOUN eblip-23816 122 36 . . PUNCT eblip-23816 123 1 upon upon SCONJ eblip-23816 123 2 examination examination NOUN eblip-23816 123 3 , , PUNCT eblip-23816 123 4 the the DET eblip-23816 123 5 researchers researcher NOUN eblip-23816 123 6 found find VERB eblip-23816 123 7 the the DET eblip-23816 123 8 misclassification misclassification NOUN eblip-23816 123 9 rate rate NOUN eblip-23816 123 10 to to PART eblip-23816 123 11 be be AUX eblip-23816 123 12 the the DET eblip-23816 123 13 same same ADJ eblip-23816 123 14 as as ADP eblip-23816 123 15 the the DET eblip-23816 123 16 tree tree NOUN eblip-23816 123 17 generated generate VERB eblip-23816 123 18 with with ADP eblip-23816 123 19 the the DET eblip-23816 123 20 cart cart NOUN eblip-23816 123 21 algorithm algorithm NOUN eblip-23816 123 22 . . PUNCT eblip-23816 123 23     SPACE eblip-23816 124 1 regression regression VERB eblip-23816 124 2     SPACE eblip-23816 124 3 the the DET eblip-23816 124 4 next next ADJ eblip-23816 124 5 statistical statistical ADJ eblip-23816 124 6 technique technique NOUN eblip-23816 124 7 used use VERB eblip-23816 124 8 was be AUX eblip-23816 124 9 logistic logistic ADJ eblip-23816 124 10 regression regression NOUN eblip-23816 124 11 . . PUNCT eblip-23816 125 1 three three NUM eblip-23816 125 2 selection selection NOUN eblip-23816 125 3 methods method NOUN eblip-23816 125 4 were be AUX eblip-23816 125 5 applied apply VERB eblip-23816 125 6 : : PUNCT eblip-23816 125 7 backwards backwards ADV eblip-23816 125 8 , , PUNCT eblip-23816 125 9 forward forward ADV eblip-23816 125 10 , , PUNCT eblip-23816 125 11 and and CCONJ eblip-23816 125 12 stepwise stepwise NOUN eblip-23816 125 13 . . PUNCT eblip-23816 126 1 afterwards afterwards ADV eblip-23816 126 2 , , PUNCT eblip-23816 126 3 a a DET eblip-23816 126 4 comparison comparison NOUN eblip-23816 126 5 determined determine VERB eblip-23816 126 6 which which DET eblip-23816 126 7 model model NOUN eblip-23816 126 8 best well ADV eblip-23816 126 9 fitted fit VERB eblip-23816 126 10 the the DET eblip-23816 126 11 data datum NOUN eblip-23816 126 12 . . PUNCT eblip-23816 126 13     SPACE eblip-23816 127 1 main main ADJ eblip-23816 127 2 effects effect NOUN eblip-23816 127 3 : : PUNCT eblip-23816 127 4 backward backward ADJ eblip-23816 127 5 selection selection NOUN eblip-23816 127 6     SPACE eblip-23816 127 7 the the DET eblip-23816 127 8 first first ADJ eblip-23816 127 9 logistic logistic ADJ eblip-23816 127 10 regression regression NOUN eblip-23816 127 11 model model NOUN eblip-23816 127 12 to to PART eblip-23816 127 13 be be AUX eblip-23816 127 14 run run VERB eblip-23816 127 15 used use VERB eblip-23816 127 16 only only ADV eblip-23816 127 17 the the DET eblip-23816 127 18 basic basic ADJ eblip-23816 127 19 variables variable NOUN eblip-23816 127 20 , , PUNCT eblip-23816 127 21 called call VERB eblip-23816 127 22 the the DET eblip-23816 127 23 main main ADJ eblip-23816 127 24 effects effect NOUN eblip-23816 127 25 model model NOUN eblip-23816 127 26 . . PUNCT eblip-23816 128 1 using use VERB eblip-23816 128 2 backwards backwards ADV eblip-23816 128 3 selection selection NOUN eblip-23816 128 4 initially initially ADV eblip-23816 128 5 starts start VERB eblip-23816 128 6 with with ADP eblip-23816 128 7 all all DET eblip-23816 128 8 the the DET eblip-23816 128 9 variables variable NOUN eblip-23816 128 10 and and CCONJ eblip-23816 128 11 slowly slowly ADV eblip-23816 128 12 removes remove VERB eblip-23816 128 13 the the DET eblip-23816 128 14 insignificant insignificant ADJ eblip-23816 128 15 ones one NOUN eblip-23816 128 16 . . PUNCT eblip-23816 129 1 fifty fifty NUM eblip-23816 129 2 - - PUNCT eblip-23816 129 3 two two NUM eblip-23816 129 4 steps step NOUN eblip-23816 129 5 ( ( PUNCT eblip-23816 129 6 iterations iteration NOUN eblip-23816 129 7 ) ) PUNCT eblip-23816 129 8 occurred occur VERB eblip-23816 129 9 during during ADP eblip-23816 129 10 the the DET eblip-23816 129 11 backwards backwards ADJ eblip-23816 129 12 selection selection NOUN eblip-23816 129 13 process process NOUN eblip-23816 129 14 . . PUNCT eblip-23816 130 1 the the DET eblip-23816 130 2 final final ADJ eblip-23816 130 3 model model NOUN eblip-23816 130 4 selected select VERB eblip-23816 130 5 is be AUX eblip-23816 130 6 shown show VERB eblip-23816 130 7 in in ADP eblip-23816 130 8 table table NOUN eblip-23816 130 9 4 4 NUM eblip-23816 130 10 . . PUNCT eblip-23816 131 1 many many ADJ eblip-23816 131 2 resources resource NOUN eblip-23816 131 3 emerged emerge VERB eblip-23816 131 4 , , PUNCT eblip-23816 131 5 such such ADJ eblip-23816 131 6 as as ADP eblip-23816 131 7 an an DET eblip-23816 131 8 automated automate VERB eblip-23816 131 9 online online ADJ eblip-23816 131 10 catalogue catalogue NOUN eblip-23816 131 11 and and CCONJ eblip-23816 131 12 automated automate VERB eblip-23816 131 13 textbook textbook NOUN eblip-23816 131 14 circulation circulation NOUN eblip-23816 131 15 . . PUNCT eblip-23816 132 1 even even ADV eblip-23816 132 2 more more ADV eblip-23816 132 3 so so ADV eblip-23816 132 4 , , PUNCT eblip-23816 132 5 the the DET eblip-23816 132 6 kind kind NOUN eblip-23816 132 7 of of ADP eblip-23816 132 8 funding funding NOUN eblip-23816 132 9 a a DET eblip-23816 132 10 library library NOUN eblip-23816 132 11 receives receive VERB eblip-23816 132 12 also also ADV eblip-23816 132 13 appears appear VERB eblip-23816 132 14 on on ADP eblip-23816 132 15 the the DET eblip-23816 132 16 list list NOUN eblip-23816 132 17 frequently frequently ADV eblip-23816 132 18 . . PUNCT eblip-23816 132 19     SPACE eblip-23816 133 1 fit fit ADJ eblip-23816 133 2 statistics statistic NOUN eblip-23816 133 3 showed show VERB eblip-23816 133 4 a a DET eblip-23816 133 5 misclassification misclassification NOUN eblip-23816 133 6 error error NOUN eblip-23816 133 7 of of ADP eblip-23816 133 8 15.4 15.4 NUM eblip-23816 133 9 % % NOUN eblip-23816 133 10 , , PUNCT eblip-23816 133 11 which which PRON eblip-23816 133 12 is be AUX eblip-23816 133 13 relatively relatively ADV eblip-23816 133 14 high high ADJ eblip-23816 133 15 in in ADP eblip-23816 133 16 comparison comparison NOUN eblip-23816 133 17 to to ADP eblip-23816 133 18 the the DET eblip-23816 133 19 other other ADJ eblip-23816 133 20 analysis analysis NOUN eblip-23816 133 21 performed perform VERB eblip-23816 133 22 . . PUNCT eblip-23816 134 1 the the DET eblip-23816 134 2 average average ADJ eblip-23816 134 3 squared square VERB eblip-23816 134 4 error error NOUN eblip-23816 134 5 also also ADV eblip-23816 134 6 gives give VERB eblip-23816 134 7 a a DET eblip-23816 134 8 percentage percentage NOUN eblip-23816 134 9 of of ADP eblip-23816 134 10 12.5 12.5 NUM eblip-23816 134 11 % % NOUN eblip-23816 134 12 , , PUNCT eblip-23816 134 13 which which PRON eblip-23816 134 14 is be AUX eblip-23816 134 15 high high ADJ eblip-23816 134 16 . . PUNCT eblip-23816 135 1 both both PRON eblip-23816 135 2 of of ADP eblip-23816 135 3 these these DET eblip-23816 135 4 rates rate NOUN eblip-23816 135 5 corresponded correspond VERB eblip-23816 135 6 to to ADP eblip-23816 135 7 the the DET eblip-23816 135 8 validation validation NOUN eblip-23816 135 9 set set NOUN eblip-23816 135 10 . . PUNCT eblip-23816 135 11         SPACE eblip-23816 136 1 figure figure VERB eblip-23816 136 2 1 1 NUM eblip-23816 136 3 full full ADJ eblip-23816 136 4 decision decision NOUN eblip-23816 136 5 tree tree NOUN eblip-23816 136 6 . . PUNCT eblip-23816 136 7         SPACE eblip-23816 137 1 main main ADJ eblip-23816 137 2 effects effect NOUN eblip-23816 137 3 : : PUNCT eblip-23816 137 4 forward forward ADJ eblip-23816 137 5 selection selection NOUN eblip-23816 137 6     SPACE eblip-23816 137 7 forward forward ADJ eblip-23816 137 8 selection selection NOUN eblip-23816 137 9 was be AUX eblip-23816 137 10 used use VERB eblip-23816 137 11 next next ADV eblip-23816 137 12 on on ADP eblip-23816 137 13 the the DET eblip-23816 137 14 main main ADJ eblip-23816 137 15 effects effect NOUN eblip-23816 137 16 design design NOUN eblip-23816 137 17 . . PUNCT eblip-23816 138 1 forward forward ADJ eblip-23816 138 2 selection selection NOUN eblip-23816 138 3 starts start VERB eblip-23816 138 4 with with ADP eblip-23816 138 5 zero zero NUM eblip-23816 138 6 variables variable NOUN eblip-23816 138 7 and and CCONJ eblip-23816 138 8 adds add VERB eblip-23816 138 9 significant significant ADJ eblip-23816 138 10 variables variable NOUN eblip-23816 138 11 until until SCONJ eblip-23816 138 12 the the DET eblip-23816 138 13 model model NOUN eblip-23816 138 14 is be AUX eblip-23816 138 15 complete complete ADJ eblip-23816 138 16 . . PUNCT eblip-23816 139 1 the the DET eblip-23816 139 2 estimated estimate VERB eblip-23816 139 3 selection selection NOUN eblip-23816 139 4 plot plot NOUN eblip-23816 139 5 is be AUX eblip-23816 139 6 a a DET eblip-23816 139 7 visual visual ADJ eblip-23816 139 8 way way NOUN eblip-23816 139 9 of of ADP eblip-23816 139 10 seeing see VERB eblip-23816 139 11 which which DET eblip-23816 139 12 variables variable NOUN eblip-23816 139 13 were be AUX eblip-23816 139 14 selected select VERB eblip-23816 139 15 at at ADP eblip-23816 139 16 which which DET eblip-23816 139 17 step step NOUN eblip-23816 139 18 in in ADP eblip-23816 139 19 the the DET eblip-23816 139 20 process process NOUN eblip-23816 139 21 . . PUNCT eblip-23816 140 1 state state NOUN eblip-23816 140 2 lottery lottery NOUN eblip-23816 140 3 funding funding NOUN eblip-23816 140 4 was be AUX eblip-23816 140 5 the the DET eblip-23816 140 6 first first ADJ eblip-23816 140 7 variable variable NOUN eblip-23816 140 8 selected select VERB eblip-23816 140 9 for for ADP eblip-23816 140 10 the the DET eblip-23816 140 11 model model NOUN eblip-23816 140 12 , , PUNCT eblip-23816 140 13 not not PART eblip-23816 140 14 surprisingly surprisingly ADV eblip-23816 140 15 . . PUNCT eblip-23816 141 1 using use VERB eblip-23816 141 2 forward forward ADJ eblip-23816 141 3 selection selection NOUN eblip-23816 141 4 , , PUNCT eblip-23816 141 5 only only ADV eblip-23816 141 6 15 15 NUM eblip-23816 141 7 steps step NOUN eblip-23816 141 8 were be AUX eblip-23816 141 9 needed need VERB eblip-23816 141 10 to to PART eblip-23816 141 11 create create VERB eblip-23816 141 12 the the DET eblip-23816 141 13 optimal optimal ADJ eblip-23816 141 14 model model NOUN eblip-23816 141 15 . . PUNCT eblip-23816 141 16     SPACE eblip-23816 142 1 several several ADJ eblip-23816 142 2 variables variable NOUN eblip-23816 142 3 associated associate VERB eblip-23816 142 4 with with ADP eblip-23816 142 5 funding funding NOUN eblip-23816 142 6 were be AUX eblip-23816 142 7 used use VERB eblip-23816 142 8 , , PUNCT eblip-23816 142 9 much much ADV eblip-23816 142 10 like like ADP eblip-23816 142 11 the the DET eblip-23816 142 12 main main ADJ eblip-23816 142 13 effects effect NOUN eblip-23816 142 14 model model NOUN eblip-23816 142 15 using use VERB eblip-23816 142 16 backwards backwards ADV eblip-23816 142 17 selection selection NOUN eblip-23816 142 18 . . PUNCT eblip-23816 143 1 this this DET eblip-23816 143 2 model model NOUN eblip-23816 143 3 had have VERB eblip-23816 143 4 a a DET eblip-23816 143 5 15.2 15.2 NUM eblip-23816 143 6 % % NOUN eblip-23816 143 7 misclassification misclassification NOUN eblip-23816 143 8 rate rate NOUN eblip-23816 143 9 on on ADP eblip-23816 143 10 the the DET eblip-23816 143 11 validation validation NOUN eblip-23816 143 12 set set NOUN eblip-23816 143 13 , , PUNCT eblip-23816 143 14 which which PRON eblip-23816 143 15 is be AUX eblip-23816 143 16 a a DET eblip-23816 143 17 slight slight ADJ eblip-23816 143 18 improvement improvement NOUN eblip-23816 143 19 in in ADP eblip-23816 143 20 comparison comparison NOUN eblip-23816 143 21 to to ADP eblip-23816 143 22 the the DET eblip-23816 143 23 backwards backwards ADJ eblip-23816 143 24 selection selection NOUN eblip-23816 143 25 model model NOUN eblip-23816 143 26 . . PUNCT eblip-23816 144 1 however however ADV eblip-23816 144 2 , , PUNCT eblip-23816 144 3 a a DET eblip-23816 144 4 classification classification NOUN eblip-23816 144 5 chart chart NOUN eblip-23816 144 6 showed show VERB eblip-23816 144 7 that that SCONJ eblip-23816 144 8 the the DET eblip-23816 144 9 model model NOUN eblip-23816 144 10 incorrectly incorrectly ADV eblip-23816 144 11 classified classify VERB eblip-23816 144 12 school school NOUN eblip-23816 144 13 libraries library NOUN eblip-23816 144 14 that that PRON eblip-23816 144 15 did do AUX eblip-23816 144 16 not not PART eblip-23816 144 17 meet meet VERB eblip-23816 144 18 school school NOUN eblip-23816 144 19 standards standard NOUN eblip-23816 144 20 . . PUNCT eblip-23816 144 21         SPACE eblip-23816 144 22 figure figure NOUN eblip-23816 144 23 2 2 NUM eblip-23816 144 24 decision decision NOUN eblip-23816 144 25 tree tree NOUN eblip-23816 144 26 detail detail NOUN eblip-23816 144 27 . . PUNCT eblip-23816 144 28         SPACE eblip-23816 144 29 table table NOUN eblip-23816 144 30 4 4 NUM eblip-23816 144 31 final final ADJ eblip-23816 144 32 model model NOUN eblip-23816 144 33 – – PUNCT eblip-23816 144 34 regression regression NOUN eblip-23816 144 35 , , PUNCT eblip-23816 144 36 main main ADJ eblip-23816 144 37 effects effect NOUN eblip-23816 144 38 , , PUNCT eblip-23816 144 39 backwards backwards ADV eblip-23816 144 40 selection selection NOUN eblip-23816 144 41 variable variable ADJ eblip-23816 144 42 significance significance NOUN eblip-23816 144 43 level level NOUN eblip-23816 144 44 book book NOUN eblip-23816 144 45 budget budget NOUN eblip-23816 144 46 0.013 0.013 NUM eblip-23816 144 47 automated automate VERB eblip-23816 144 48 catalogue catalogue NOUN eblip-23816 144 49 < < X eblip-23816 144 50 0.01 0.01 NUM eblip-23816 144 51 integrated integrate VERB eblip-23816 144 52 information information NOUN eblip-23816 144 53 literacy literacy NOUN eblip-23816 144 54 instruction instruction NOUN eblip-23816 144 55 < < X eblip-23816 144 56 0.01 0.01 NUM eblip-23816 144 57 state state NOUN eblip-23816 144 58 block block NOUN eblip-23816 144 59 grants grant NOUN eblip-23816 144 60 ( ( PUNCT eblip-23816 144 61 from from ADP eblip-23816 144 62 federal federal ADJ eblip-23816 144 63 government government NOUN eblip-23816 144 64 ) ) PUNCT eblip-23816 145 1 < < X eblip-23816 145 2 0.01 0.01 NUM eblip-23816 145 3 state state NOUN eblip-23816 145 4 school school NOUN eblip-23816 145 5 library library NOUN eblip-23816 145 6 funding funding NOUN eblip-23816 145 7 < < X eblip-23816 145 8 0.01 0.01 NUM eblip-23816 145 9 librarian librarian NOUN eblip-23816 145 10 helps helps AUX eblip-23816 145 11 find find VERB eblip-23816 145 12 resources resource NOUN eblip-23816 145 13 outside outside ADP eblip-23816 145 14 the the DET eblip-23816 145 15 library library NOUN eblip-23816 145 16 0.013 0.013 NUM eblip-23816 145 17 interlibrary interlibrary ADJ eblip-23816 145 18 loan loan NOUN eblip-23816 145 19 0.047 0.047 NUM eblip-23816 145 20 librarian librarian NOUN eblip-23816 145 21 does do AUX eblip-23816 145 22 online online NOUN eblip-23816 145 23 publishing publish VERB eblip-23816 145 24 0.026 0.026 NUM eblip-23816 145 25 librarian librarian NOUN eblip-23816 145 26 creates create VERB eblip-23816 145 27 wikis wiki NOUN eblip-23816 145 28 < < X eblip-23816 145 29 0.01 0.01 NUM eblip-23816 145 30 online online ADJ eblip-23816 145 31 subscriptions subscription NOUN eblip-23816 145 32 < < NOUN eblip-23816 145 33 0.01 0.01 NUM eblip-23816 145 34         SPACE eblip-23816 145 35 figure figure NOUN eblip-23816 145 36 3 3 NUM eblip-23816 145 37 cart cart NOUN eblip-23816 145 38 decision decision NOUN eblip-23816 145 39 tree tree NOUN eblip-23816 145 40 – – PUNCT eblip-23816 145 41 excluding exclude VERB eblip-23816 145 42 funding funding NOUN eblip-23816 145 43 sources source NOUN eblip-23816 145 44         SPACE eblip-23816 145 45 main main ADJ eblip-23816 145 46 effects effect NOUN eblip-23816 145 47 : : PUNCT eblip-23816 145 48 stepwise stepwise NOUN eblip-23816 145 49 selection selection NOUN eblip-23816 145 50     SPACE eblip-23816 145 51 in in ADP eblip-23816 145 52 this this DET eblip-23816 145 53 selection selection NOUN eblip-23816 145 54 model model NOUN eblip-23816 145 55 a a DET eblip-23816 145 56 variable variable NOUN eblip-23816 145 57 can can AUX eblip-23816 145 58 be be AUX eblip-23816 145 59 added add VERB eblip-23816 145 60 or or CCONJ eblip-23816 145 61 removed remove VERB eblip-23816 145 62 at at ADP eblip-23816 145 63 each each DET eblip-23816 145 64 step step NOUN eblip-23816 145 65 , , PUNCT eblip-23816 145 66 depending depend VERB eblip-23816 145 67 on on ADP eblip-23816 145 68 which which PRON eblip-23816 145 69 would would AUX eblip-23816 145 70 make make VERB eblip-23816 145 71 the the DET eblip-23816 145 72 model model NOUN eblip-23816 145 73 better well ADV eblip-23816 145 74 . . PUNCT eblip-23816 146 1 the the DET eblip-23816 146 2 process process NOUN eblip-23816 146 3 resulted result VERB eblip-23816 146 4 in in ADP eblip-23816 146 5 the the DET eblip-23816 146 6 same same ADJ eblip-23816 146 7 variables variable NOUN eblip-23816 146 8 as as ADP eblip-23816 146 9 the the DET eblip-23816 146 10 forward forward ADJ eblip-23816 146 11 selection selection NOUN eblip-23816 146 12 one one NUM eblip-23816 146 13 . . PUNCT eblip-23816 146 14     SPACE eblip-23816 147 1 discussion discussion NOUN eblip-23816 147 2     SPACE eblip-23816 147 3 with with ADP eblip-23816 147 4 the the DET eblip-23816 147 5 introduction introduction NOUN eblip-23816 147 6 of of ADP eblip-23816 147 7 the the DET eblip-23816 147 8 california california PROPN eblip-23816 147 9 model model PROPN eblip-23816 147 10 school school PROPN eblip-23816 147 11 library library NOUN eblip-23816 147 12 standards standard NOUN eblip-23816 148 1 , , PUNCT eblip-23816 148 2 the the DET eblip-23816 148 3 educational educational ADJ eblip-23816 148 4 community community NOUN eblip-23816 148 5 has have VERB eblip-23816 148 6 metrics metric NOUN eblip-23816 148 7 by by ADP eblip-23816 148 8 which which PRON eblip-23816 148 9 to to PART eblip-23816 148 10 assess assess VERB eblip-23816 148 11 school school NOUN eblip-23816 148 12 library library NOUN eblip-23816 148 13 programs program NOUN eblip-23816 148 14 and and CCONJ eblip-23816 148 15 specific specific ADJ eblip-23816 148 16 targets target NOUN eblip-23816 148 17 to to PART eblip-23816 148 18 aim aim VERB eblip-23816 148 19 for for ADP eblip-23816 148 20 in in ADP eblip-23816 148 21 improving improve VERB eblip-23816 148 22 those those DET eblip-23816 148 23 programs program NOUN eblip-23816 148 24 . . PUNCT eblip-23816 149 1 furthermore furthermore ADV eblip-23816 149 2 , , PUNCT eblip-23816 149 3 since since SCONJ eblip-23816 149 4 these these DET eblip-23816 149 5 metrics metric NOUN eblip-23816 149 6 were be AUX eblip-23816 149 7 based base VERB eblip-23816 149 8 on on ADP eblip-23816 149 9 the the DET eblip-23816 149 10 professional professional ADJ eblip-23816 149 11 literature literature NOUN eblip-23816 149 12 about about ADP eblip-23816 149 13 significant significant ADJ eblip-23816 149 14 factors factor NOUN eblip-23816 149 15 that that PRON eblip-23816 149 16 impact impact NOUN eblip-23816 149 17 student student NOUN eblip-23816 149 18 learning learning NOUN eblip-23816 149 19 , , PUNCT eblip-23816 149 20 the the DET eblip-23816 149 21 standards standard NOUN eblip-23816 149 22 provide provide VERB eblip-23816 149 23 a a DET eblip-23816 149 24 case case NOUN eblip-23816 149 25 for for ADP eblip-23816 149 26 value value NOUN eblip-23816 149 27 - - PUNCT eblip-23816 149 28 added add VERB eblip-23816 149 29 school school NOUN eblip-23816 149 30 library library NOUN eblip-23816 149 31 programs program NOUN eblip-23816 149 32 – – PUNCT eblip-23816 149 33 and and CCONJ eblip-23816 149 34 areas area NOUN eblip-23816 149 35 that that PRON eblip-23816 149 36 could could AUX eblip-23816 149 37 optimize optimize VERB eblip-23816 149 38 such such ADJ eblip-23816 149 39 value value NOUN eblip-23816 149 40 . . PUNCT eblip-23816 149 41         SPACE eblip-23816 150 1 school school NOUN eblip-23816 150 2 libraries library NOUN eblip-23816 150 3 meeting meet VERB eblip-23816 150 4 standards standard NOUN eblip-23816 150 5     SPACE eblip-23816 150 6 the the DET eblip-23816 150 7 first first ADJ eblip-23816 150 8 research research NOUN eblip-23816 150 9 question question NOUN eblip-23816 150 10 asked ask VERB eblip-23816 150 11 whether whether SCONJ eblip-23816 150 12 the the DET eblip-23816 150 13 number number NOUN eblip-23816 150 14 of of ADP eblip-23816 150 15 school school NOUN eblip-23816 150 16 library library NOUN eblip-23816 150 17 programs program NOUN eblip-23816 150 18 meeting meet VERB eblip-23816 150 19 the the DET eblip-23816 150 20 standard standard NOUN eblip-23816 150 21 changed change VERB eblip-23816 150 22 since since SCONJ eblip-23816 150 23 the the DET eblip-23816 150 24 standards standard NOUN eblip-23816 150 25 were be AUX eblip-23816 150 26 approved approve VERB eblip-23816 150 27 . . PUNCT eblip-23816 151 1 the the DET eblip-23816 151 2 short short ADJ eblip-23816 151 3 answer answer NOUN eblip-23816 151 4 is be AUX eblip-23816 151 5 “ " PUNCT eblip-23816 151 6 no no INTJ eblip-23816 151 7 ” " PUNCT eblip-23816 151 8 for for ADP eblip-23816 151 9 elementary elementary ADJ eblip-23816 151 10 and and CCONJ eblip-23816 151 11 high high ADJ eblip-23816 151 12 schools school NOUN eblip-23816 151 13 , , PUNCT eblip-23816 151 14 and and CCONJ eblip-23816 151 15 “ " PUNCT eblip-23816 151 16 yes yes INTJ eblip-23816 151 17 ” " PUNCT eblip-23816 151 18 for for ADP eblip-23816 151 19 middle middle ADJ eblip-23816 151 20 schools school NOUN eblip-23816 151 21 , , PUNCT eblip-23816 151 22 at at ADP eblip-23816 151 23 least least ADJ eblip-23816 151 24 in in ADP eblip-23816 151 25 terms term NOUN eblip-23816 151 26 of of ADP eblip-23816 151 27 percentages percentage NOUN eblip-23816 151 28 . . PUNCT eblip-23816 152 1 a a DET eblip-23816 152 2 major major ADJ eblip-23816 152 3 confounding confound VERB eblip-23816 152 4 external external ADJ eblip-23816 152 5 factor factor NOUN eblip-23816 152 6 was be AUX eblip-23816 152 7 economics economic NOUN eblip-23816 152 8 , , PUNCT eblip-23816 152 9 somewhat somewhat ADV eblip-23816 152 10 exacerbated exacerbate VERB eblip-23816 152 11 by by ADP eblip-23816 152 12 politics politic NOUN eblip-23816 152 13 . . PUNCT eblip-23816 153 1 by by ADP eblip-23816 153 2 fall fall NOUN eblip-23816 153 3 2011 2011 NUM eblip-23816 153 4 , , PUNCT eblip-23816 153 5 the the DET eblip-23816 153 6 state state NOUN eblip-23816 153 7 and and CCONJ eblip-23816 153 8 federal federal ADJ eblip-23816 153 9 economy economy NOUN eblip-23816 153 10 was be AUX eblip-23816 153 11 precarious precarious ADJ eblip-23816 153 12 , , PUNCT eblip-23816 153 13 and and CCONJ eblip-23816 153 14 federal federal ADJ eblip-23816 153 15 funding funding NOUN eblip-23816 153 16 for for ADP eblip-23816 153 17 school school NOUN eblip-23816 153 18 libraries library NOUN eblip-23816 153 19 was be AUX eblip-23816 153 20 severely severely ADV eblip-23816 153 21 reduced reduce VERB eblip-23816 153 22 . . PUNCT eblip-23816 154 1 not not PART eblip-23816 154 2 surprisingly surprisingly ADV eblip-23816 154 3 , , PUNCT eblip-23816 154 4 elementary elementary ADJ eblip-23816 154 5 school school NOUN eblip-23816 154 6 librarian librarian ADJ eblip-23816 154 7 positions position NOUN eblip-23816 154 8 became become VERB eblip-23816 154 9 scarcer scarcer NOUN eblip-23816 154 10 . . PUNCT eblip-23816 155 1 at at ADP eblip-23816 155 2 the the DET eblip-23816 155 3 high high ADJ eblip-23816 155 4 school school NOUN eblip-23816 155 5 level level NOUN eblip-23816 155 6 , , PUNCT eblip-23816 155 7 school school NOUN eblip-23816 155 8 librarians librarian NOUN eblip-23816 155 9 became become VERB eblip-23816 155 10 more more ADV eblip-23816 155 11 likely likely ADJ eblip-23816 155 12 to to PART eblip-23816 155 13 split split VERB eblip-23816 155 14 their their PRON eblip-23816 155 15 time time NOUN eblip-23816 155 16 between between ADP eblip-23816 155 17 two two NUM eblip-23816 155 18 ( ( PUNCT eblip-23816 155 19 or or CCONJ eblip-23816 155 20 more more ADJ eblip-23816 155 21 ) ) PUNCT eblip-23816 155 22 schools school NOUN eblip-23816 155 23 , , PUNCT eblip-23816 155 24 so so SCONJ eblip-23816 155 25 they they PRON eblip-23816 155 26 no no ADV eblip-23816 155 27 longer long ADV eblip-23816 155 28 met meet VERB eblip-23816 155 29 the the DET eblip-23816 155 30 standard standard NOUN eblip-23816 155 31 of of ADP eblip-23816 155 32 a a DET eblip-23816 155 33 full full ADJ eblip-23816 155 34 - - PUNCT eblip-23816 155 35 time time NOUN eblip-23816 155 36 librarian librarian NOUN eblip-23816 155 37 at at ADP eblip-23816 155 38 the the DET eblip-23816 155 39 site site NOUN eblip-23816 155 40 . . PUNCT eblip-23816 156 1 in in ADP eblip-23816 156 2 that that DET eblip-23816 156 3 respect respect NOUN eblip-23816 156 4 , , PUNCT eblip-23816 156 5 it it PRON eblip-23816 156 6 is be AUX eblip-23816 156 7 actually actually ADV eblip-23816 156 8 a a DET eblip-23816 156 9 bit bit NOUN eblip-23816 156 10 heartening heartening ADJ eblip-23816 156 11 to to PART eblip-23816 156 12 see see VERB eblip-23816 156 13 that that SCONJ eblip-23816 156 14 the the DET eblip-23816 156 15 percentage percentage NOUN eblip-23816 156 16 of of ADP eblip-23816 156 17 full full ADJ eblip-23816 156 18 - - PUNCT eblip-23816 156 19 time time NOUN eblip-23816 156 20 middle middle PROPN eblip-23816 156 21 school school NOUN eblip-23816 156 22 librarians librarian NOUN eblip-23816 156 23 increased increase VERB eblip-23816 156 24 2.2 2.2 NUM eblip-23816 156 25 % % NOUN eblip-23816 156 26 , , PUNCT eblip-23816 156 27 although although SCONJ eblip-23816 156 28 it it PRON eblip-23816 156 29 still still ADV eblip-23816 156 30 left leave VERB eblip-23816 156 31 almost almost ADV eblip-23816 156 32 90 90 NUM eblip-23816 156 33 % % NOUN eblip-23816 156 34 of of ADP eblip-23816 156 35 middle middle ADJ eblip-23816 156 36 schools school NOUN eblip-23816 156 37 without without ADP eblip-23816 156 38 a a DET eblip-23816 156 39 full full ADJ eblip-23816 156 40 - - PUNCT eblip-23816 156 41 time time NOUN eblip-23816 156 42 school school NOUN eblip-23816 156 43 librarian librarian NOUN eblip-23816 156 44 . . PUNCT eblip-23816 157 1 it it PRON eblip-23816 157 2 will will AUX eblip-23816 157 3 be be AUX eblip-23816 157 4 interesting interesting ADJ eblip-23816 157 5 to to PART eblip-23816 157 6 see see VERB eblip-23816 157 7 in in ADP eblip-23816 157 8 future future ADJ eblip-23816 157 9 years year NOUN eblip-23816 157 10 the the DET eblip-23816 157 11 extent extent NOUN eblip-23816 157 12 to to PART eblip-23816 157 13 which which PRON eblip-23816 157 14 school school NOUN eblip-23816 157 15 library library NOUN eblip-23816 157 16 programs program NOUN eblip-23816 157 17 improve improve VERB eblip-23816 157 18 because because SCONJ eblip-23816 157 19 of of ADP eblip-23816 157 20 the the DET eblip-23816 157 21 standards standard NOUN eblip-23816 157 22 – – PUNCT eblip-23816 157 23 or or CCONJ eblip-23816 157 24 to to PART eblip-23816 157 25 which which PRON eblip-23816 157 26 they they PRON eblip-23816 157 27 improve improve VERB eblip-23816 157 28 because because SCONJ eblip-23816 157 29 of of ADP eblip-23816 157 30 the the DET eblip-23816 157 31 economic economic ADJ eblip-23816 157 32 outlook outlook NOUN eblip-23816 157 33 . . PUNCT eblip-23816 158 1 the the DET eblip-23816 158 2 latter latter ADJ eblip-23816 158 3 picture picture NOUN eblip-23816 158 4 would would AUX eblip-23816 158 5 then then ADV eblip-23816 158 6 predict predict VERB eblip-23816 158 7 that that DET eblip-23816 158 8 money money NOUN eblip-23816 158 9 more more ADJ eblip-23816 158 10 than than ADP eblip-23816 158 11 standards standard NOUN eblip-23816 158 12 makes make VERB eblip-23816 158 13 the the DET eblip-23816 158 14 difference difference NOUN eblip-23816 158 15 , , PUNCT eblip-23816 158 16 which which PRON eblip-23816 158 17 could could AUX eblip-23816 158 18 lead lead VERB eblip-23816 158 19 to to ADP eblip-23816 158 20 an an DET eblip-23816 158 21 unstable unstable ADJ eblip-23816 158 22 program program NOUN eblip-23816 158 23 . . PUNCT eblip-23816 158 24     SPACE eblip-23816 158 25 for for ADP eblip-23816 158 26 those those DET eblip-23816 158 27 school school NOUN eblip-23816 158 28 libraries library NOUN eblip-23816 158 29 that that PRON eblip-23816 158 30 met meet VERB eblip-23816 158 31 the the DET eblip-23816 158 32 baseline baseline NOUN eblip-23816 158 33 standards standard NOUN eblip-23816 158 34 , , PUNCT eblip-23816 158 35 some some DET eblip-23816 158 36 interesting interesting ADJ eblip-23816 158 37 comparisons comparison NOUN eblip-23816 158 38 emerged emerge VERB eblip-23816 158 39 . . PUNCT eblip-23816 159 1 the the DET eblip-23816 159 2 average average ADJ eblip-23816 159 3 number number NOUN eblip-23816 159 4 of of ADP eblip-23816 159 5 books book NOUN eblip-23816 159 6 increased increase VERB eblip-23816 159 7 as as SCONJ eblip-23816 159 8 did do VERB eblip-23816 159 9 the the DET eblip-23816 159 10 book book NOUN eblip-23816 159 11 budget budget NOUN eblip-23816 159 12 , , PUNCT eblip-23816 159 13 but but CCONJ eblip-23816 159 14 the the DET eblip-23816 159 15 average average ADJ eblip-23816 159 16 copyright copyright NOUN eblip-23816 159 17 date date NOUN eblip-23816 159 18 was be AUX eblip-23816 159 19 one one NUM eblip-23816 159 20 year year NOUN eblip-23816 159 21 older old ADJ eblip-23816 159 22 than than ADP eblip-23816 159 23 for for ADP eblip-23816 159 24 the the DET eblip-23816 159 25 2007 2007 NUM eblip-23816 159 26 - - SYM eblip-23816 159 27 2008 2008 NUM eblip-23816 159 28 data datum NOUN eblip-23816 159 29 set set VERB eblip-23816 159 30 . . PUNCT eblip-23816 160 1 the the DET eblip-23816 160 2 2011 2011 NUM eblip-23816 160 3 - - SYM eblip-23816 160 4 2012 2012 NUM eblip-23816 160 5 data datum NOUN eblip-23816 160 6 set set VERB eblip-23816 160 7 included include VERB eblip-23816 160 8 some some DET eblip-23816 160 9 libraries library NOUN eblip-23816 160 10 build build VERB eblip-23816 160 11 since since SCONJ eblip-23816 160 12 2008 2008 NUM eblip-23816 160 13 , , PUNCT eblip-23816 160 14 which which PRON eblip-23816 160 15 would would AUX eblip-23816 160 16 account account VERB eblip-23816 160 17 for for ADP eblip-23816 160 18 the the DET eblip-23816 160 19 budget budget NOUN eblip-23816 160 20 increase increase NOUN eblip-23816 160 21 ( ( PUNCT eblip-23816 160 22 and and CCONJ eblip-23816 160 23 core core NOUN eblip-23816 160 24 collections collection NOUN eblip-23816 160 25 include include VERB eblip-23816 160 26 classic classic ADJ eblip-23816 160 27 titles title NOUN eblip-23816 160 28 so so ADV eblip-23816 160 29 are be AUX eblip-23816 160 30 not not PART eblip-23816 160 31 automatically automatically ADV eblip-23816 160 32 newer new ADJ eblip-23816 160 33 ) ) PUNCT eblip-23816 160 34 . . PUNCT eblip-23816 161 1 in in ADP eblip-23816 161 2 addition addition NOUN eblip-23816 161 3 , , PUNCT eblip-23816 161 4 school school NOUN eblip-23816 161 5 libraries library NOUN eblip-23816 161 6 may may AUX eblip-23816 161 7 be be AUX eblip-23816 161 8 reluctant reluctant ADJ eblip-23816 161 9 to to PART eblip-23816 161 10 weed weed VERB eblip-23816 161 11 their their PRON eblip-23816 161 12 collections collection NOUN eblip-23816 161 13 in in ADP eblip-23816 161 14 fear fear NOUN eblip-23816 161 15 of of ADP eblip-23816 161 16 leaving leave VERB eblip-23816 161 17 subject subject ADJ eblip-23816 161 18 gaps gap NOUN eblip-23816 161 19 , , PUNCT eblip-23816 161 20 resulting result VERB eblip-23816 161 21 in in ADP eblip-23816 161 22 larger large ADJ eblip-23816 161 23 but but CCONJ eblip-23816 161 24 older old ADJ eblip-23816 161 25 collections collection NOUN eblip-23816 161 26 . . PUNCT eblip-23816 162 1 non non ADJ eblip-23816 162 2 - - ADJ eblip-23816 162 3 book book ADJ eblip-23816 162 4 budgets budget NOUN eblip-23816 162 5 stagnated stagnate VERB eblip-23816 162 6 . . PUNCT eblip-23816 162 7     SPACE eblip-23816 163 1 predictive predictive ADJ eblip-23816 163 2 variables variable NOUN eblip-23816 163 3 and and CCONJ eblip-23816 163 4 models model NOUN eblip-23816 163 5     SPACE eblip-23816 163 6 the the DET eblip-23816 163 7 next next ADJ eblip-23816 163 8 research research NOUN eblip-23816 163 9 question question NOUN eblip-23816 163 10 asked ask VERB eblip-23816 163 11 what what PRON eblip-23816 163 12 factors factor NOUN eblip-23816 163 13 ( ( PUNCT eblip-23816 163 14 i.e. i.e. X eblip-23816 163 15 , , PUNCT eblip-23816 163 16 variables variable NOUN eblip-23816 163 17 ) ) PUNCT eblip-23816 163 18 of of ADP eblip-23816 163 19 a a DET eblip-23816 163 20 school school NOUN eblip-23816 163 21 library library NOUN eblip-23816 163 22 program program NOUN eblip-23816 163 23 can can AUX eblip-23816 163 24 help help VERB eblip-23816 163 25 determine determine VERB eblip-23816 163 26 if if SCONJ eblip-23816 163 27 any any DET eblip-23816 163 28 given give VERB eblip-23816 163 29 school school NOUN eblip-23816 163 30 library library NOUN eblip-23816 163 31 will will AUX eblip-23816 163 32 meet meet VERB eblip-23816 163 33 the the DET eblip-23816 163 34 state state NOUN eblip-23816 163 35 standards standard NOUN eblip-23816 163 36 in in ADP eblip-23816 163 37 california california PROPN eblip-23816 163 38 ? ? PUNCT eblip-23816 164 1 the the DET eblip-23816 164 2 accompanying accompany VERB eblip-23816 164 3 fourth fourth ADJ eblip-23816 164 4 research research NOUN eblip-23816 164 5 question question NOUN eblip-23816 164 6 asked ask VERB eblip-23816 164 7 what what PRON eblip-23816 164 8 statistical statistical ADJ eblip-23816 164 9 model model NOUN eblip-23816 164 10 provides provide VERB eblip-23816 164 11 the the DET eblip-23816 164 12 best good ADJ eblip-23816 164 13 fit fit NOUN eblip-23816 164 14 of of ADP eblip-23816 164 15 school school NOUN eblip-23816 164 16 library library NOUN eblip-23816 164 17 programs program NOUN eblip-23816 164 18 meeting meet VERB eblip-23816 164 19 state state NOUN eblip-23816 164 20 standards standard NOUN eblip-23816 164 21 . . PUNCT eblip-23816 165 1 some some DET eblip-23816 165 2 variables variable NOUN eblip-23816 165 3 that that PRON eblip-23816 165 4 stand stand VERB eblip-23816 165 5 out out ADP eblip-23816 165 6 are be AUX eblip-23816 165 7 those those PRON eblip-23816 165 8 pertaining pertain VERB eblip-23816 165 9 to to ADP eblip-23816 165 10 staff staff NOUN eblip-23816 165 11 , , PUNCT eblip-23816 165 12 budget budget NOUN eblip-23816 165 13 , , PUNCT eblip-23816 165 14 and and CCONJ eblip-23816 165 15 student student NOUN eblip-23816 165 16 accessible accessible ADJ eblip-23816 165 17 resources resource NOUN eblip-23816 165 18 . . PUNCT eblip-23816 166 1 these these DET eblip-23816 166 2 variables variable NOUN eblip-23816 166 3 make make VERB eblip-23816 166 4 sense sense NOUN eblip-23816 166 5 since since SCONJ eblip-23816 166 6 budget budget NOUN eblip-23816 166 7 often often ADV eblip-23816 166 8 drives drive VERB eblip-23816 166 9 resources resource NOUN eblip-23816 166 10 , , PUNCT eblip-23816 166 11 and and CCONJ eblip-23816 166 12 staff staff NOUN eblip-23816 166 13 manage manage VERB eblip-23816 166 14 the the DET eblip-23816 166 15 school school NOUN eblip-23816 166 16 library library NOUN eblip-23816 166 17 program program NOUN eblip-23816 166 18 . . PUNCT eblip-23816 166 19     SPACE eblip-23816 167 1 each each DET eblip-23816 167 2 decision decision NOUN eblip-23816 167 3 tree tree NOUN eblip-23816 167 4 generated generate VERB eblip-23816 167 5 similar similar ADJ eblip-23816 167 6 sets set NOUN eblip-23816 167 7 of of ADP eblip-23816 167 8 variables variable NOUN eblip-23816 167 9 , , PUNCT eblip-23816 167 10 even even ADV eblip-23816 167 11 though though SCONJ eblip-23816 167 12 the the DET eblip-23816 167 13 trees tree NOUN eblip-23816 167 14 were be AUX eblip-23816 167 15 formed form VERB eblip-23816 167 16 using use VERB eblip-23816 167 17 different different ADJ eblip-23816 167 18 algorithms algorithm NOUN eblip-23816 167 19 . . PUNCT eblip-23816 168 1 these these DET eblip-23816 168 2 variables variable NOUN eblip-23816 168 3 included include VERB eblip-23816 168 4 state state NOUN eblip-23816 168 5 lottery lottery NOUN eblip-23816 168 6 funding funding NOUN eblip-23816 168 7 , , PUNCT eblip-23816 168 8 online online ADJ eblip-23816 168 9 access access NOUN eblip-23816 168 10 , , PUNCT eblip-23816 168 11 and and CCONJ eblip-23816 168 12 average average ADJ eblip-23816 168 13 copyright copyright NOUN eblip-23816 168 14 dates date NOUN eblip-23816 168 15 . . PUNCT eblip-23816 169 1 the the DET eblip-23816 169 2 optimal optimal ADJ eblip-23816 169 3 decision decision NOUN eblip-23816 169 4 trees tree NOUN eblip-23816 169 5 formed form VERB eblip-23816 169 6 had have VERB eblip-23816 169 7 an an DET eblip-23816 169 8 average average ADJ eblip-23816 169 9 misclassification misclassification NOUN eblip-23816 169 10 rate rate NOUN eblip-23816 169 11 of of ADP eblip-23816 169 12 14.4 14.4 NUM eblip-23816 169 13 % % NOUN eblip-23816 169 14 . . PUNCT eblip-23816 170 1 these these DET eblip-23816 170 2 additional additional ADJ eblip-23816 170 3 variables variable NOUN eblip-23816 170 4 speak speak VERB eblip-23816 170 5 to to ADP eblip-23816 170 6 more more ADV eblip-23816 170 7 advanced advanced ADJ eblip-23816 170 8 school school NOUN eblip-23816 170 9 library library NOUN eblip-23816 170 10 program program NOUN eblip-23816 170 11 efforts effort NOUN eblip-23816 170 12 , , PUNCT eblip-23816 170 13 going go VERB eblip-23816 170 14 beyond beyond ADP eblip-23816 170 15 baseline baseline NOUN eblip-23816 170 16 measures measure NOUN eblip-23816 170 17 . . PUNCT eblip-23816 171 1 for for ADP eblip-23816 171 2 instance instance NOUN eblip-23816 171 3 , , PUNCT eblip-23816 171 4 not not PART eblip-23816 171 5 only only ADV eblip-23816 171 6 does do AUX eblip-23816 171 7 the the DET eblip-23816 171 8 number number NOUN eblip-23816 171 9 of of ADP eblip-23816 171 10 materials material NOUN eblip-23816 171 11 matter matter NOUN eblip-23816 171 12 , , PUNCT eblip-23816 171 13 but but CCONJ eblip-23816 171 14 their their PRON eblip-23816 171 15 currency currency NOUN eblip-23816 171 16 impacts impact VERB eblip-23816 171 17 their their PRON eblip-23816 171 18 use use NOUN eblip-23816 171 19 – – PUNCT eblip-23816 171 20 and and CCONJ eblip-23816 171 21 reflects reflect VERB eblip-23816 171 22 the the DET eblip-23816 171 23 school school NOUN eblip-23816 171 24 ’s ’s PART eblip-23816 171 25 support support NOUN eblip-23816 171 26 of of ADP eblip-23816 171 27 the the DET eblip-23816 171 28 collection collection NOUN eblip-23816 171 29 . . PUNCT eblip-23816 171 30     SPACE eblip-23816 171 31 in in ADP eblip-23816 171 32 examining examine VERB eblip-23816 171 33 the the DET eblip-23816 171 34 cart cart NOUN eblip-23816 171 35 decision decision NOUN eblip-23816 171 36 tree tree NOUN eblip-23816 171 37 , , PUNCT eblip-23816 171 38 the the DET eblip-23816 171 39 root root NOUN eblip-23816 171 40 node node NOUN eblip-23816 171 41 of of ADP eblip-23816 171 42 “ " PUNCT eblip-23816 171 43 funding funding NOUN eblip-23816 171 44 source source NOUN eblip-23816 171 45 ” " PUNCT eblip-23816 171 46 seemed seem VERB eblip-23816 171 47 to to PART eblip-23816 171 48 skew skew VERB eblip-23816 171 49 the the DET eblip-23816 171 50 remaining remain VERB eblip-23816 171 51 branches branch NOUN eblip-23816 171 52 and and CCONJ eblip-23816 171 53 leaves leave NOUN eblip-23816 171 54 . . PUNCT eblip-23816 172 1 further further ADJ eblip-23816 172 2 investigation investigation NOUN eblip-23816 172 3 with with ADP eblip-23816 172 4 the the DET eblip-23816 172 5 former former ADJ eblip-23816 172 6 state state NOUN eblip-23816 172 7 school school NOUN eblip-23816 172 8 library library NOUN eblip-23816 172 9 consultant consultant NOUN eblip-23816 172 10 revealed reveal VERB eblip-23816 172 11 that that PRON eblip-23816 172 12 lottery lottery NOUN eblip-23816 172 13 and and CCONJ eblip-23816 172 14 state state NOUN eblip-23816 172 15 grant grant NOUN eblip-23816 172 16 funds fund NOUN eblip-23816 172 17 were be AUX eblip-23816 172 18 inactive inactive ADJ eblip-23816 172 19 at at ADP eblip-23816 172 20 the the DET eblip-23816 172 21 time time NOUN eblip-23816 172 22 , , PUNCT eblip-23816 172 23 but but CCONJ eblip-23816 172 24 it it PRON eblip-23816 172 25 was be AUX eblip-23816 172 26 possible possible ADJ eblip-23816 172 27 to to PART eblip-23816 172 28 use use VERB eblip-23816 172 29 carry carry VERB eblip-23816 172 30 - - PUNCT eblip-23816 172 31 over over ADP eblip-23816 172 32 money money NOUN eblip-23816 172 33 to to PART eblip-23816 172 34 help help VERB eblip-23816 172 35 finance finance VERB eblip-23816 172 36 school school NOUN eblip-23816 172 37 library library NOUN eblip-23816 172 38 programs program NOUN eblip-23816 172 39 . . PUNCT eblip-23816 173 1 the the DET eblip-23816 173 2 survey survey NOUN eblip-23816 173 3 responder responder NOUN eblip-23816 173 4 , , PUNCT eblip-23816 173 5 who who PRON eblip-23816 173 6 was be AUX eblip-23816 173 7 usually usually ADV eblip-23816 173 8 library library ADJ eblip-23816 173 9 staff staff NOUN eblip-23816 173 10 , , PUNCT eblip-23816 173 11 either either CCONJ eblip-23816 173 12 had have VERB eblip-23816 173 13 to to PART eblip-23816 173 14 know know VERB eblip-23816 173 15 about about ADP eblip-23816 173 16 this this DET eblip-23816 173 17 “ " PUNCT eblip-23816 173 18 inside inside ADJ eblip-23816 173 19 ” " PUNCT eblip-23816 173 20 money money NOUN eblip-23816 173 21 stream stream NOUN eblip-23816 173 22 or or CCONJ eblip-23816 173 23 naively naively ADV eblip-23816 173 24 check check VERB eblip-23816 173 25 off off ADP eblip-23816 173 26 that that DET eblip-23816 173 27 box box NOUN eblip-23816 173 28 ; ; PUNCT eblip-23816 173 29 the the DET eblip-23816 173 30 data datum NOUN eblip-23816 173 31 seemed seem VERB eblip-23816 173 32 to to PART eblip-23816 173 33 indicate indicate VERB eblip-23816 173 34 the the DET eblip-23816 173 35 former former ADJ eblip-23816 173 36 scenario scenario NOUN eblip-23816 173 37 . . PUNCT eblip-23816 174 1 in in ADP eblip-23816 174 2 that that DET eblip-23816 174 3 respect respect NOUN eblip-23816 174 4 , , PUNCT eblip-23816 174 5 the the DET eblip-23816 174 6 10 10 NUM eblip-23816 174 7 % % NOUN eblip-23816 174 8 of of ADP eblip-23816 174 9 librarians librarian NOUN eblip-23816 174 10 who who PRON eblip-23816 174 11 indicated indicate VERB eblip-23816 174 12 this this DET eblip-23816 174 13 funding funding NOUN eblip-23816 174 14 source source NOUN eblip-23816 174 15 are be AUX eblip-23816 174 16 likely likely ADJ eblip-23816 174 17 to to PART eblip-23816 174 18 be be AUX eblip-23816 174 19 “ " PUNCT eblip-23816 174 20 in in ADP eblip-23816 174 21 the the DET eblip-23816 174 22 know know NOUN eblip-23816 174 23 ” " PUNCT eblip-23816 174 24 about about ADP eblip-23816 174 25 budgets budget NOUN eblip-23816 174 26 or or CCONJ eblip-23816 174 27 have have VERB eblip-23816 174 28 good good ADJ eblip-23816 174 29 communication communication NOUN eblip-23816 174 30 with with ADP eblip-23816 174 31 the the DET eblip-23816 174 32 fiscal fiscal ADJ eblip-23816 174 33 agents agent NOUN eblip-23816 174 34 ; ; PUNCT eblip-23816 174 35 in in ADP eblip-23816 174 36 either either DET eblip-23816 174 37 case case NOUN eblip-23816 174 38 , , PUNCT eblip-23816 174 39 this this DET eblip-23816 174 40 knowledge knowledge NOUN eblip-23816 174 41 reflects reflect VERB eblip-23816 174 42 pro pro ADJ eblip-23816 174 43 - - ADJ eblip-23816 174 44 active active ADJ eblip-23816 174 45 management management NOUN eblip-23816 174 46 . . PUNCT eblip-23816 175 1 such such DET eblip-23816 175 2 a a DET eblip-23816 175 3 disposition disposition NOUN eblip-23816 175 4 could could AUX eblip-23816 175 5 be be AUX eblip-23816 175 6 generalizable generalizable ADJ eblip-23816 175 7 to to ADP eblip-23816 175 8 other other ADJ eblip-23816 175 9 factors factor NOUN eblip-23816 175 10 of of ADP eblip-23816 175 11 the the DET eblip-23816 175 12 library library NOUN eblip-23816 175 13 programs program NOUN eblip-23816 175 14 , , PUNCT eblip-23816 175 15 such such ADJ eblip-23816 175 16 as as ADP eblip-23816 175 17 the the DET eblip-23816 175 18 availability availability NOUN eblip-23816 175 19 of of ADP eblip-23816 175 20 resources resource NOUN eblip-23816 175 21 and and CCONJ eblip-23816 175 22 related related ADJ eblip-23816 175 23 services service NOUN eblip-23816 175 24 . . PUNCT eblip-23816 175 25     SPACE eblip-23816 175 26 to to PART eblip-23816 175 27 sidestep sidestep VERB eblip-23816 175 28 this this DET eblip-23816 175 29 issue issue NOUN eblip-23816 175 30 of of ADP eblip-23816 175 31 funding funding NOUN eblip-23816 175 32 sources source NOUN eblip-23816 175 33 , , PUNCT eblip-23816 175 34 a a DET eblip-23816 175 35 second second ADJ eblip-23816 175 36 cart cart NOUN eblip-23816 175 37 decision decision NOUN eblip-23816 175 38 tree tree NOUN eblip-23816 175 39 was be AUX eblip-23816 175 40 generated generate VERB eblip-23816 175 41 that that PRON eblip-23816 175 42 excluded exclude VERB eblip-23816 175 43 the the DET eblip-23816 175 44 funding funding NOUN eblip-23816 175 45 sources source NOUN eblip-23816 175 46 variables variable NOUN eblip-23816 175 47 . . PUNCT eblip-23816 176 1 the the DET eblip-23816 176 2 result result NOUN eblip-23816 176 3 was be AUX eblip-23816 176 4 a a DET eblip-23816 176 5 more more ADV eblip-23816 176 6 balanced balanced ADJ eblip-23816 176 7 tree tree NOUN eblip-23816 176 8 , , PUNCT eblip-23816 176 9 as as SCONJ eblip-23816 176 10 viewed view VERB eblip-23816 176 11 in in ADP eblip-23816 176 12 figure figure NOUN eblip-23816 176 13 3 3 NUM eblip-23816 176 14 . . PUNCT eblip-23816 176 15     SPACE eblip-23816 176 16 the the DET eblip-23816 176 17 important important ADJ eblip-23816 176 18 variables variable NOUN eblip-23816 176 19 that that PRON eblip-23816 176 20 emerged emerge VERB eblip-23816 176 21 included include VERB eblip-23816 176 22 ( ( PUNCT eblip-23816 176 23 in in ADP eblip-23816 176 24 order order NOUN eblip-23816 176 25 of of ADP eblip-23816 176 26 importance importance NOUN eblip-23816 176 27 ): ): PUNCT eblip-23816 176 28 budget budget NOUN eblip-23816 176 29 for for ADP eblip-23816 176 30 non non ADJ eblip-23816 176 31 - - ADJ eblip-23816 176 32 book book ADJ eblip-23816 176 33 materials material NOUN eblip-23816 176 34 , , PUNCT eblip-23816 176 35 evening evening NOUN eblip-23816 176 36 access access NOUN eblip-23816 176 37 , , PUNCT eblip-23816 176 38 book book NOUN eblip-23816 176 39 budget budget NOUN eblip-23816 176 40 , , PUNCT eblip-23816 176 41 number number NOUN eblip-23816 176 42 of of ADP eblip-23816 176 43 books book NOUN eblip-23816 176 44 , , PUNCT eblip-23816 176 45 level level NOUN eblip-23816 176 46 of of ADP eblip-23816 176 47 library library NOUN eblip-23816 176 48 , , PUNCT eblip-23816 176 49 availability availability NOUN eblip-23816 176 50 of of ADP eblip-23816 176 51 dvds dvds NOUN eblip-23816 176 52 , , PUNCT eblip-23816 176 53 having have VERB eblip-23816 176 54 classified classified ADJ eblip-23816 176 55 staff staff NOUN eblip-23816 176 56 , , PUNCT eblip-23816 176 57 having have VERB eblip-23816 176 58 online online ADJ eblip-23816 176 59 subscriptions subscription NOUN eblip-23816 176 60 ( ( PUNCT eblip-23816 176 61 including include VERB eblip-23816 176 62 streaming streaming NOUN eblip-23816 176 63 ) ) PUNCT eblip-23816 176 64 , , PUNCT eblip-23816 176 65 and and CCONJ eblip-23816 176 66 providing provide VERB eblip-23816 176 67 textbook textbook NOUN eblip-23816 176 68 service service NOUN eblip-23816 176 69 . . PUNCT eblip-23816 176 70         SPACE eblip-23816 177 1 decision decision NOUN eblip-23816 177 2 tree tree NOUN eblip-23816 177 3 model model NOUN eblip-23816 177 4 comparison comparison NOUN eblip-23816 177 5 . . PUNCT eblip-23816 177 6     SPACE eblip-23816 178 1 roc roc PROPN eblip-23816 178 2 charts chart NOUN eblip-23816 178 3 ( ( PUNCT eblip-23816 178 4 figure figure NOUN eblip-23816 178 5 4 4 NUM eblip-23816 178 6 ) ) PUNCT eblip-23816 178 7 visualized visualize VERB eblip-23816 178 8 differences difference NOUN eblip-23816 178 9 between between ADP eblip-23816 178 10 the the DET eblip-23816 178 11 cart cart NOUN eblip-23816 178 12 and and CCONJ eblip-23816 178 13 c4.5 c4.5 PROPN eblip-23816 178 14 tree tree NOUN eblip-23816 178 15 for for ADP eblip-23816 178 16 the the DET eblip-23816 178 17 training training NOUN eblip-23816 178 18 and and CCONJ eblip-23816 178 19 validation validation NOUN eblip-23816 178 20 data data NOUN eblip-23816 178 21 sets set NOUN eblip-23816 178 22 . . PUNCT eblip-23816 179 1 the the DET eblip-23816 179 2 highest high ADJ eblip-23816 179 3 line line NOUN eblip-23816 179 4 signifies signify VERB eblip-23816 179 5 the the DET eblip-23816 179 6 c4.5 c4.5 PROPN eblip-23816 179 7 tree tree NOUN eblip-23816 179 8 , , PUNCT eblip-23816 179 9 the the DET eblip-23816 179 10 next next ADJ eblip-23816 179 11 highest high ADJ eblip-23816 179 12 line line NOUN eblip-23816 179 13 signifies signify VERB eblip-23816 179 14 the the DET eblip-23816 179 15 interactive interactive ADJ eblip-23816 179 16 tree tree NOUN eblip-23816 179 17 ( ( PUNCT eblip-23816 179 18 i.e. i.e. X eblip-23816 179 19 , , PUNCT eblip-23816 179 20 manually manually ADV eblip-23816 179 21 built build VERB eblip-23816 179 22 ) ) PUNCT eblip-23816 179 23 , , PUNCT eblip-23816 179 24 and and CCONJ eblip-23816 179 25 the the DET eblip-23816 179 26 third third ADJ eblip-23816 179 27 line line NOUN eblip-23816 179 28 signifies signify VERB eblip-23816 179 29 the the DET eblip-23816 179 30 cart cart NOUN eblip-23816 179 31 tree tree NOUN eblip-23816 179 32 . . PUNCT eblip-23816 180 1 for for ADP eblip-23816 180 2 the the DET eblip-23816 180 3 training training NOUN eblip-23816 180 4 set set NOUN eblip-23816 180 5 , , PUNCT eblip-23816 180 6 the the DET eblip-23816 180 7 c4.5 c4.5 PROPN eblip-23816 180 8 algorithm algorithm NOUN eblip-23816 180 9 shows show VERB eblip-23816 180 10 better well ADJ eblip-23816 180 11 results result NOUN eblip-23816 180 12 ( ( PUNCT eblip-23816 180 13 higher high ADJ eblip-23816 180 14 accuracy accuracy NOUN eblip-23816 180 15 ) ) PUNCT eblip-23816 180 16 , , PUNCT eblip-23816 180 17 but but CCONJ eblip-23816 180 18 the the DET eblip-23816 180 19 validation validation NOUN eblip-23816 180 20 set set NOUN eblip-23816 180 21 shows show VERB eblip-23816 180 22 better well ADJ eblip-23816 180 23 results result NOUN eblip-23816 180 24 with with ADP eblip-23816 180 25 the the DET eblip-23816 180 26 decision decision NOUN eblip-23816 180 27 trees tree NOUN eblip-23816 180 28 produced produce VERB eblip-23816 180 29 by by ADP eblip-23816 180 30 cart cart NOUN eblip-23816 180 31 . . PUNCT eblip-23816 181 1 wanting want VERB eblip-23816 181 2 a a DET eblip-23816 181 3 tree tree NOUN eblip-23816 181 4 with with ADP eblip-23816 181 5 good good ADJ eblip-23816 181 6 predictive predictive ADJ eblip-23816 181 7 power power NOUN eblip-23816 181 8 , , PUNCT eblip-23816 181 9 the the DET eblip-23816 181 10 accuracy accuracy NOUN eblip-23816 181 11 of of ADP eblip-23816 181 12 the the DET eblip-23816 181 13 validation validation NOUN eblip-23816 181 14 set set NOUN eblip-23816 181 15 is be AUX eblip-23816 181 16 more more ADV eblip-23816 181 17 important important ADJ eblip-23816 181 18 ; ; PUNCT eblip-23816 181 19 the the PRON eblip-23816 181 20 higher high ADJ eblip-23816 181 21 the the DET eblip-23816 181 22 line line NOUN eblip-23816 181 23 ( ( PUNCT eblip-23816 181 24 that that PRON eblip-23816 181 25 is is ADV eblip-23816 181 26 , , PUNCT eblip-23816 181 27 maximum maximum ADJ eblip-23816 181 28 area area NOUN eblip-23816 181 29 above above ADP eblip-23816 181 30 the the DET eblip-23816 181 31 line line NOUN eblip-23816 181 32 ) ) PUNCT eblip-23816 181 33 , , PUNCT eblip-23816 181 34 the the DET eblip-23816 181 35 more more ADV eblip-23816 181 36 accurate accurate ADJ eblip-23816 181 37 the the DET eblip-23816 181 38 model model NOUN eblip-23816 181 39 . . PUNCT eblip-23816 182 1 with with ADP eblip-23816 182 2 the the DET eblip-23816 182 3 roc roc PROPN eblip-23816 182 4 percentages percentage NOUN eblip-23816 182 5 so so ADV eblip-23816 182 6 close close ADV eblip-23816 182 7 and and CCONJ eblip-23816 182 8 the the DET eblip-23816 182 9 misclassification misclassification NOUN eblip-23816 182 10 rates rate VERB eblip-23816 182 11 the the DET eblip-23816 182 12 same same ADJ eblip-23816 182 13 , , PUNCT eblip-23816 182 14 the the DET eblip-23816 182 15 tree tree NOUN eblip-23816 182 16 with with ADP eblip-23816 182 17 the the DET eblip-23816 182 18 smallest small ADJ eblip-23816 182 19 averaged average VERB eblip-23816 182 20 squared square VERB eblip-23816 182 21 error error NOUN eblip-23816 182 22 should should AUX eblip-23816 182 23 be be AUX eblip-23816 182 24 selected select VERB eblip-23816 182 25 as as ADP eblip-23816 182 26 the the DET eblip-23816 182 27 optimal optimal ADJ eblip-23816 182 28 tree tree NOUN eblip-23816 182 29 ( ( PUNCT eblip-23816 182 30 larose larose PROPN eblip-23816 182 31 , , PUNCT eblip-23816 182 32 2005 2005 NUM eblip-23816 182 33 ) ) PUNCT eblip-23816 182 34 . . PUNCT eblip-23816 183 1 the the DET eblip-23816 183 2 decision decision NOUN eblip-23816 183 3 tree tree NOUN eblip-23816 183 4 which which PRON eblip-23816 183 5 was be AUX eblip-23816 183 6 produced produce VERB eblip-23816 183 7 using use VERB eblip-23816 183 8 the the DET eblip-23816 183 9 cart cart NOUN eblip-23816 183 10 algorithm algorithm NOUN eblip-23816 183 11 showed show VERB eblip-23816 183 12 the the DET eblip-23816 183 13 best good ADJ eblip-23816 183 14 results result NOUN eblip-23816 183 15 for for ADP eblip-23816 183 16 the the DET eblip-23816 183 17 validation validation NOUN eblip-23816 183 18 set set NOUN eblip-23816 183 19 , , PUNCT eblip-23816 183 20 and and CCONJ eblip-23816 183 21 was be AUX eblip-23816 183 22 chosen choose VERB eblip-23816 183 23 to to PART eblip-23816 183 24 be be AUX eblip-23816 183 25 the the DET eblip-23816 183 26 optimal optimal ADJ eblip-23816 183 27 tree tree NOUN eblip-23816 183 28 . . PUNCT eblip-23816 183 29     SPACE eblip-23816 184 1 regression regression NOUN eblip-23816 184 2 model model NOUN eblip-23816 184 3 comparison comparison NOUN eblip-23816 184 4     SPACE eblip-23816 184 5 several several ADJ eblip-23816 184 6 logistic logistic ADJ eblip-23816 184 7 regression regression NOUN eblip-23816 184 8 models model NOUN eblip-23816 184 9 were be AUX eblip-23816 184 10 also also ADV eblip-23816 184 11 run run VERB eblip-23816 184 12 , , PUNCT eblip-23816 184 13 including include VERB eblip-23816 184 14 ones one NOUN eblip-23816 184 15 such such ADJ eblip-23816 184 16 as as ADP eblip-23816 184 17 main main ADJ eblip-23816 184 18 effects effect NOUN eblip-23816 184 19 and and CCONJ eblip-23816 184 20 polynomial polynomial ADJ eblip-23816 184 21 degrees degree NOUN eblip-23816 184 22 . . PUNCT eblip-23816 185 1 final final ADJ eblip-23816 185 2 models model NOUN eblip-23816 185 3 show show VERB eblip-23816 185 4 significant significant ADJ eblip-23816 185 5 variables variable NOUN eblip-23816 185 6 to to PART eblip-23816 185 7 include include VERB eblip-23816 185 8 the the DET eblip-23816 185 9 amount amount NOUN eblip-23816 185 10 budgeted budget VERB eblip-23816 185 11 for for ADP eblip-23816 185 12 books book NOUN eblip-23816 185 13 in in ADP eblip-23816 185 14 2011 2011 NUM eblip-23816 185 15 and and CCONJ eblip-23816 185 16 state state NOUN eblip-23816 185 17 lottery lottery NOUN eblip-23816 185 18 funding funding NOUN eblip-23816 185 19 . . PUNCT eblip-23816 186 1 although although SCONJ eblip-23816 186 2 the the DET eblip-23816 186 3 logistic logistic ADJ eblip-23816 186 4 regression regression NOUN eblip-23816 186 5 models model NOUN eblip-23816 186 6 were be AUX eblip-23816 186 7 formed form VERB eblip-23816 186 8 using use VERB eblip-23816 186 9 multiple multiple ADJ eblip-23816 186 10 selection selection NOUN eblip-23816 186 11 techniques technique NOUN eblip-23816 186 12 , , PUNCT eblip-23816 186 13 their their PRON eblip-23816 186 14 misclassification misclassification NOUN eblip-23816 186 15 rates rate NOUN eblip-23816 186 16 did do AUX eblip-23816 186 17 not not PART eblip-23816 186 18 match match VERB eblip-23816 186 19 up up ADP eblip-23816 186 20 to to ADP eblip-23816 186 21 other other ADJ eblip-23816 186 22 models model NOUN eblip-23816 186 23 gained gain VERB eblip-23816 186 24 using use VERB eblip-23816 186 25 different different ADJ eblip-23816 186 26 techniques technique NOUN eblip-23816 186 27 . . PUNCT eblip-23816 187 1 to to PART eblip-23816 187 2 see see VERB eblip-23816 187 3 which which DET eblip-23816 187 4 logistic logistic ADJ eblip-23816 187 5 regression regression NOUN eblip-23816 187 6 model model NOUN eblip-23816 187 7 was be AUX eblip-23816 187 8 the the DET eblip-23816 187 9 best good ADJ eblip-23816 187 10 at at ADP eblip-23816 187 11 classifying classify VERB eblip-23816 187 12 , , PUNCT eblip-23816 187 13 roc roc PROPN eblip-23816 187 14 charts chart NOUN eblip-23816 187 15 were be AUX eblip-23816 187 16 analyzed analyze VERB eblip-23816 187 17 ( ( PUNCT eblip-23816 187 18 figure figure NOUN eblip-23816 187 19 4 4 NUM eblip-23816 187 20 ) ) PUNCT eblip-23816 187 21 . . PUNCT eblip-23816 188 1 when when SCONJ eblip-23816 188 2 considering consider VERB eblip-23816 188 3 the the DET eblip-23816 188 4 training training NOUN eblip-23816 188 5 set set NOUN eblip-23816 188 6 , , PUNCT eblip-23816 188 7 the the DET eblip-23816 188 8 model model NOUN eblip-23816 188 9 that that PRON eblip-23816 188 10 had have VERB eblip-23816 188 11 the the DET eblip-23816 188 12 greatest great ADJ eblip-23816 188 13 accuracy accuracy NOUN eblip-23816 188 14 and and CCONJ eblip-23816 188 15 was be AUX eblip-23816 188 16 best good ADJ eblip-23816 188 17 at at ADP eblip-23816 188 18 classifying classify VERB eblip-23816 188 19 existing exist VERB eblip-23816 188 20 data datum NOUN eblip-23816 188 21 was be AUX eblip-23816 188 22 the the DET eblip-23816 188 23 main main ADJ eblip-23816 188 24 effects effect NOUN eblip-23816 188 25 design design NOUN eblip-23816 188 26 using use VERB eblip-23816 188 27 backwards backwards ADV eblip-23816 188 28 selection selection NOUN eblip-23816 188 29 . . PUNCT eblip-23816 189 1 the the DET eblip-23816 189 2 same same ADJ eblip-23816 189 3 regression regression NOUN eblip-23816 189 4 model model NOUN eblip-23816 189 5 also also ADV eblip-23816 189 6 showed show VERB eblip-23816 189 7 the the DET eblip-23816 189 8 highest high ADJ eblip-23816 189 9 accuracy accuracy NOUN eblip-23816 189 10 when when SCONJ eblip-23816 189 11 it it PRON eblip-23816 189 12 came come VERB eblip-23816 189 13 to to ADP eblip-23816 189 14 the the DET eblip-23816 189 15 validation validation NOUN eblip-23816 189 16 set set NOUN eblip-23816 189 17 based base VERB eblip-23816 189 18 on on ADP eblip-23816 189 19 the the DET eblip-23816 189 20 roc roc PROPN eblip-23816 189 21 chart chart NOUN eblip-23816 189 22 . . PUNCT eblip-23816 190 1 fit fit ADJ eblip-23816 190 2 statistics statistic NOUN eblip-23816 190 3 had have VERB eblip-23816 190 4 the the DET eblip-23816 190 5 highest high ADJ eblip-23816 190 6 roc roc PROPN eblip-23816 190 7 index index NOUN eblip-23816 190 8 for for ADP eblip-23816 190 9 the the DET eblip-23816 190 10 backwards backwards ADV eblip-23816 190 11 selected select VERB eblip-23816 190 12 model model NOUN eblip-23816 190 13 , , PUNCT eblip-23816 190 14 but but CCONJ eblip-23816 190 15 that that DET eblip-23816 190 16 model model NOUN eblip-23816 190 17 also also ADV eblip-23816 190 18 had have VERB eblip-23816 190 19 the the DET eblip-23816 190 20 highest high ADJ eblip-23816 190 21 misclassification misclassification NOUN eblip-23816 190 22 rate rate NOUN eblip-23816 190 23 of of ADP eblip-23816 190 24 the the DET eblip-23816 190 25 regression regression NOUN eblip-23816 190 26 models model NOUN eblip-23816 190 27 . . PUNCT eblip-23816 191 1 the the DET eblip-23816 191 2 difference difference NOUN eblip-23816 191 3 , , PUNCT eblip-23816 191 4 however however ADV eblip-23816 191 5 , , PUNCT eblip-23816 191 6 was be AUX eblip-23816 191 7 only only ADV eblip-23816 191 8 .2 .2 NUM eblip-23816 191 9 % % NOUN eblip-23816 191 10 , , PUNCT eblip-23816 191 11 and and CCONJ eblip-23816 191 12 when when SCONJ eblip-23816 191 13 drilling drill VERB eblip-23816 191 14 down down ADP eblip-23816 191 15 to to ADP eblip-23816 191 16 specific specific ADJ eblip-23816 191 17 variables variable NOUN eblip-23816 191 18 , , PUNCT eblip-23816 191 19 the the DET eblip-23816 191 20 backwards backwards ADJ eblip-23816 191 21 selection selection NOUN eblip-23816 191 22 model model NOUN eblip-23816 191 23 did do AUX eblip-23816 191 24 not not PART eblip-23816 191 25 have have VERB eblip-23816 191 26 outstanding outstanding ADJ eblip-23816 191 27 single single ADJ eblip-23816 191 28 misclassifications misclassification NOUN eblip-23816 191 29 as as SCONJ eblip-23816 191 30 did do VERB eblip-23816 191 31 the the DET eblip-23816 191 32 forward forward ADJ eblip-23816 191 33 selection selection NOUN eblip-23816 191 34 . . PUNCT eblip-23816 192 1 therefore therefore ADV eblip-23816 192 2 , , PUNCT eblip-23816 192 3 the the DET eblip-23816 192 4 backwards backwards ADJ eblip-23816 192 5 selection selection NOUN eblip-23816 192 6 regression regression NOUN eblip-23816 192 7 model model NOUN eblip-23816 192 8 was be AUX eblip-23816 192 9 chosen choose VERB eblip-23816 192 10 as as ADP eblip-23816 192 11 the the DET eblip-23816 192 12 preferred preferred ADJ eblip-23816 192 13 regression regression NOUN eblip-23816 192 14 model model NOUN eblip-23816 192 15 . . PUNCT eblip-23816 192 16     SPACE eblip-23816 193 1 final final ADJ eblip-23816 193 2 model model NOUN eblip-23816 193 3 comparison comparison NOUN eblip-23816 193 4     SPACE eblip-23816 193 5 model model NOUN eblip-23816 193 6 comparisons comparison NOUN eblip-23816 193 7 were be AUX eblip-23816 193 8 run run VERB eblip-23816 193 9 to to PART eblip-23816 193 10 determine determine VERB eblip-23816 193 11 the the DET eblip-23816 193 12 best good ADJ eblip-23816 193 13 models model NOUN eblip-23816 193 14 under under ADP eblip-23816 193 15 each each DET eblip-23816 193 16 statistical statistical ADJ eblip-23816 193 17 technique technique NOUN eblip-23816 193 18 . . PUNCT eblip-23816 194 1 the the DET eblip-23816 194 2 goal goal NOUN eblip-23816 194 3 at at ADP eblip-23816 194 4 this this DET eblip-23816 194 5 point point NOUN eblip-23816 194 6 was be AUX eblip-23816 194 7 to to PART eblip-23816 194 8 choose choose VERB eblip-23816 194 9 the the DET eblip-23816 194 10 overall overall ADJ eblip-23816 194 11 best good ADJ eblip-23816 194 12 model model NOUN eblip-23816 194 13 , , PUNCT eblip-23816 194 14 regardless regardless ADV eblip-23816 194 15 of of ADP eblip-23816 194 16 the the DET eblip-23816 194 17 method method NOUN eblip-23816 194 18 . . PUNCT eblip-23816 195 1 the the DET eblip-23816 195 2 cart cart NOUN eblip-23816 195 3 decision decision NOUN eblip-23816 195 4 tree tree NOUN eblip-23816 195 5 received receive VERB eblip-23816 195 6 the the DET eblip-23816 195 7 lowest low ADJ eblip-23816 195 8 misclassification misclassification NOUN eblip-23816 195 9 rate rate NOUN eblip-23816 195 10 , , PUNCT eblip-23816 195 11 but but CCONJ eblip-23816 195 12 it it PRON eblip-23816 195 13 also also ADV eblip-23816 195 14 has have VERB eblip-23816 195 15 the the DET eblip-23816 195 16 second second ADJ eblip-23816 195 17 lowest low ADJ eblip-23816 195 18 training training NOUN eblip-23816 195 19 set set NOUN eblip-23816 195 20 accuracy accuracy NOUN eblip-23816 195 21 ( ( PUNCT eblip-23816 195 22 roc roc PROPN eblip-23816 195 23 index).the index).the DET eblip-23816 195 24 logistic logistic ADJ eblip-23816 195 25 regression regression NOUN eblip-23816 195 26 model model NOUN eblip-23816 195 27 had have VERB eblip-23816 195 28 the the DET eblip-23816 195 29 highest high ADJ eblip-23816 195 30 misclassification misclassification NOUN eblip-23816 195 31 rate rate NOUN eblip-23816 195 32 and and CCONJ eblip-23816 195 33 average average ADJ eblip-23816 195 34 squared square VERB eblip-23816 195 35 error error NOUN eblip-23816 195 36 percentage percentage NOUN eblip-23816 195 37 ; ; PUNCT eblip-23816 195 38 it it PRON eblip-23816 195 39 also also ADV eblip-23816 195 40 consistently consistently ADV eblip-23816 195 41 had have VERB eblip-23816 195 42 the the DET eblip-23816 195 43 lowest low ADJ eblip-23816 195 44 accuracy accuracy NOUN eblip-23816 195 45 for for ADP eblip-23816 195 46 both both CCONJ eblip-23816 195 47 the the DET eblip-23816 195 48 training training NOUN eblip-23816 195 49 and and CCONJ eblip-23816 195 50 validation validation NOUN eblip-23816 195 51 set set NOUN eblip-23816 195 52 . . PUNCT eblip-23816 196 1 figure figure NOUN eblip-23816 196 2 5 5 NUM eblip-23816 196 3 shows show VERB eblip-23816 196 4 the the DET eblip-23816 196 5 roc roc PROPN eblip-23816 196 6 chart chart NOUN eblip-23816 196 7 for for ADP eblip-23816 196 8 the the DET eblip-23816 196 9 validation validation NOUN eblip-23816 196 10 set set NOUN eblip-23816 196 11 . . PUNCT eblip-23816 197 1 the the DET eblip-23816 197 2 blue blue ADJ eblip-23816 197 3 squares square NOUN eblip-23816 197 4 indicate indicate VERB eblip-23816 197 5 the the DET eblip-23816 197 6 line line NOUN eblip-23816 197 7 that that PRON eblip-23816 197 8 represents represent VERB eblip-23816 197 9 the the DET eblip-23816 197 10 cart cart NOUN eblip-23816 197 11 decision decision NOUN eblip-23816 197 12 tree tree NOUN eblip-23816 197 13 model model NOUN eblip-23816 197 14 . . PUNCT eblip-23816 198 1 even even ADV eblip-23816 198 2 though though SCONJ eblip-23816 198 3 a a DET eblip-23816 198 4 few few ADJ eblip-23816 198 5 of of ADP eblip-23816 198 6 the the DET eblip-23816 198 7 models model NOUN eblip-23816 198 8 had have VERB eblip-23816 198 9 higher high ADJ eblip-23816 198 10 accuracies accuracy NOUN eblip-23816 198 11 than than ADP eblip-23816 198 12 this this DET eblip-23816 198 13 method method NOUN eblip-23816 198 14 , , PUNCT eblip-23816 198 15 cart cart NOUN eblip-23816 198 16 gave give VERB eblip-23816 198 17 a a DET eblip-23816 198 18 model model NOUN eblip-23816 198 19 with with ADP eblip-23816 198 20 the the DET eblip-23816 198 21 lowest low ADJ eblip-23816 198 22 misclassification misclassification NOUN eblip-23816 198 23 rate rate NOUN eblip-23816 198 24 and and CCONJ eblip-23816 198 25 average average ADJ eblip-23816 198 26 squared square VERB eblip-23816 198 27 error error NOUN eblip-23816 198 28 . . PUNCT eblip-23816 198 29         SPACE eblip-23816 198 30 figure figure NOUN eblip-23816 198 31 4 4 NUM eblip-23816 198 32 roc roc PROPN eblip-23816 198 33 chart chart NOUN eblip-23816 198 34 – – PUNCT eblip-23816 198 35 comparison comparison NOUN eblip-23816 198 36 of of ADP eblip-23816 198 37 decision decision NOUN eblip-23816 198 38 tree tree NOUN eblip-23816 198 39 models model NOUN eblip-23816 198 40         SPACE eblip-23816 198 41 figure figure VERB eblip-23816 198 42 5 5 NUM eblip-23816 198 43 roc roc PROPN eblip-23816 198 44 chart chart NOUN eblip-23816 198 45 – – PUNCT eblip-23816 198 46 final final ADJ eblip-23816 198 47 model model NOUN eblip-23816 198 48 comparison comparison NOUN eblip-23816 198 49         SPACE eblip-23816 198 50 comparison comparison NOUN eblip-23816 198 51 of of ADP eblip-23816 198 52 2007 2007 NUM eblip-23816 198 53 - - SYM eblip-23816 198 54 2008 2008 NUM eblip-23816 198 55 and and CCONJ eblip-23816 198 56 2011 2011 NUM eblip-23816 198 57 - - SYM eblip-23816 198 58 2012 2012 NUM eblip-23816 198 59 variables variable NOUN eblip-23816 198 60     SPACE eblip-23816 198 61 the the DET eblip-23816 198 62 second second ADJ eblip-23816 198 63 research research NOUN eblip-23816 198 64 question question NOUN eblip-23816 198 65 asked ask VERB eblip-23816 198 66 how how SCONJ eblip-23816 198 67 the the DET eblip-23816 198 68 significant significant ADJ eblip-23816 198 69 variables variable NOUN eblip-23816 198 70 identified identify VERB eblip-23816 198 71 in in ADP eblip-23816 198 72 the the DET eblip-23816 198 73 2007 2007 NUM eblip-23816 198 74 - - SYM eblip-23816 198 75 2008 2008 NUM eblip-23816 198 76 data datum NOUN eblip-23816 198 77 set set VERB eblip-23816 198 78 compared compare VERB eblip-23816 198 79 with with ADP eblip-23816 198 80 the the DET eblip-23816 198 81 2011 2011 NUM eblip-23816 198 82 - - SYM eblip-23816 198 83 2012 2012 NUM eblip-23816 198 84 data datum NOUN eblip-23816 198 85 set set VERB eblip-23816 198 86 . . PUNCT eblip-23816 199 1 in in ADP eblip-23816 199 2 the the DET eblip-23816 199 3 2007 2007 NUM eblip-23816 199 4 - - SYM eblip-23816 199 5 2008 2008 NUM eblip-23816 199 6 study study NOUN eblip-23816 199 7 , , PUNCT eblip-23816 199 8 the the DET eblip-23816 199 9 distinguishing distinguish VERB eblip-23816 199 10 variables variable NOUN eblip-23816 199 11 were be AUX eblip-23816 199 12 : : PUNCT eblip-23816 199 13 availability availability NOUN eblip-23816 199 14 of of ADP eblip-23816 199 15 subscription subscription NOUN eblip-23816 199 16 databases database NOUN eblip-23816 199 17 , , PUNCT eblip-23816 199 18 internet internet NOUN eblip-23816 199 19 instruction instruction NOUN eblip-23816 199 20 , , PUNCT eblip-23816 199 21 flexible flexible ADJ eblip-23816 199 22 scheduling scheduling NOUN eblip-23816 199 23 , , PUNCT eblip-23816 199 24 library library NOUN eblip-23816 199 25 web web NOUN eblip-23816 199 26 portal portal ADJ eblip-23816 199 27 existence existence NOUN eblip-23816 199 28 , , PUNCT eblip-23816 199 29 information information NOUN eblip-23816 199 30 literacy literacy NOUN eblip-23816 199 31 instruction instruction NOUN eblip-23816 199 32 , , PUNCT eblip-23816 199 33 planning plan VERB eblip-23816 199 34 with with ADP eblip-23816 199 35 teachers teacher NOUN eblip-23816 199 36 , , PUNCT eblip-23816 199 37 book book NOUN eblip-23816 199 38 and and CCONJ eblip-23816 199 39 non non ADJ eblip-23816 199 40 - - ADJ eblip-23816 199 41 book book ADJ eblip-23816 199 42 budget budget NOUN eblip-23816 199 43 size size NOUN eblip-23816 199 44 , , PUNCT eblip-23816 199 45 and and CCONJ eblip-23816 199 46 currency currency NOUN eblip-23816 199 47 of of ADP eblip-23816 199 48 collection collection NOUN eblip-23816 199 49 . . PUNCT eblip-23816 200 1 using use VERB eblip-23816 200 2 the the DET eblip-23816 200 3 cart cart NOUN eblip-23816 200 4 decision decision NOUN eblip-23816 200 5 tree tree NOUN eblip-23816 200 6 , , PUNCT eblip-23816 200 7 several several ADJ eblip-23816 200 8 variables variable NOUN eblip-23816 200 9 remained remain VERB eblip-23816 200 10 the the DET eblip-23816 200 11 same same ADJ eblip-23816 200 12 : : PUNCT eblip-23816 200 13 availability availability NOUN eblip-23816 200 14 of of ADP eblip-23816 200 15 subscription subscription NOUN eblip-23816 200 16 databases database NOUN eblip-23816 200 17 , , PUNCT eblip-23816 200 18 book book NOUN eblip-23816 200 19 and and CCONJ eblip-23816 200 20 non non ADJ eblip-23816 200 21 - - ADJ eblip-23816 200 22 book book ADJ eblip-23816 200 23 budget budget NOUN eblip-23816 200 24 size size NOUN eblip-23816 200 25 . . PUNCT eblip-23816 201 1 additional additional ADJ eblip-23816 201 2 variables variable NOUN eblip-23816 201 3 identified identify VERB eblip-23816 201 4 in in ADP eblip-23816 201 5 the the DET eblip-23816 201 6 2011 2011 NUM eblip-23816 201 7 - - SYM eblip-23816 201 8 2012 2012 NUM eblip-23816 201 9 data datum NOUN eblip-23816 201 10 included include VERB eblip-23816 201 11 evening evening NOUN eblip-23816 201 12 access access NOUN eblip-23816 201 13 and and CCONJ eblip-23816 201 14 availability availability NOUN eblip-23816 201 15 of of ADP eblip-23816 201 16 dvds dvds NOUN eblip-23816 201 17 ( ( PUNCT eblip-23816 201 18 probably probably ADV eblip-23816 201 19 not not PART eblip-23816 201 20 included include VERB eblip-23816 201 21 in in ADP eblip-23816 201 22 the the DET eblip-23816 201 23 earlier early ADJ eblip-23816 201 24 data datum NOUN eblip-23816 201 25 set set VERB eblip-23816 201 26 because because SCONJ eblip-23816 201 27 of of ADP eblip-23816 201 28 the the DET eblip-23816 201 29 small small ADJ eblip-23816 201 30 n n CCONJ eblip-23816 201 31 sample sample NOUN eblip-23816 201 32 size size NOUN eblip-23816 201 33 ) ) PUNCT eblip-23816 201 34 , , PUNCT eblip-23816 201 35 having have VERB eblip-23816 201 36 classified classified ADJ eblip-23816 201 37 employees employee NOUN eblip-23816 201 38 ( ( PUNCT eblip-23816 201 39 probably probably ADV eblip-23816 201 40 because because SCONJ eblip-23816 201 41 they they PRON eblip-23816 201 42 were be AUX eblip-23816 201 43 scarcer scarcer NOUN eblip-23816 201 44 in in ADP eblip-23816 201 45 2011 2011 NUM eblip-23816 201 46 - - SYM eblip-23816 201 47 2012 2012 NUM eblip-23816 201 48 ) ) PUNCT eblip-23816 201 49 , , PUNCT eblip-23816 201 50 number number NOUN eblip-23816 201 51 of of ADP eblip-23816 201 52 books book NOUN eblip-23816 201 53 , , PUNCT eblip-23816 201 54 and and CCONJ eblip-23816 201 55 textbook textbook NOUN eblip-23816 201 56 service service NOUN eblip-23816 201 57 ( ( PUNCT eblip-23816 201 58 largely largely ADV eblip-23816 201 59 a a DET eblip-23816 201 60 function function NOUN eblip-23816 201 61 of of ADP eblip-23816 201 62 high high ADJ eblip-23816 201 63 schools school NOUN eblip-23816 201 64 , , PUNCT eblip-23816 201 65 and and CCONJ eblip-23816 201 66 may may AUX eblip-23816 201 67 be be AUX eblip-23816 201 68 influenced influence VERB eblip-23816 201 69 by by ADP eblip-23816 201 70 changing change VERB eblip-23816 201 71 staffing staffing NOUN eblip-23816 201 72 patterns pattern NOUN eblip-23816 201 73 and and CCONJ eblip-23816 201 74 online online ADJ eblip-23816 201 75 textbook textbook NOUN eblip-23816 201 76 initiatives initiative NOUN eblip-23816 201 77 ) ) PUNCT eblip-23816 201 78 . . PUNCT eblip-23816 202 1 instruction instruction NOUN eblip-23816 202 2 and and CCONJ eblip-23816 202 3 planning planning NOUN eblip-23816 202 4 tend tend VERB eblip-23816 202 5 not not PART eblip-23816 202 6 to to PART eblip-23816 202 7 correlate correlate VERB eblip-23816 202 8 closely closely ADV eblip-23816 202 9 with with ADP eblip-23816 202 10 budget budget NOUN eblip-23816 202 11 or or CCONJ eblip-23816 202 12 even even ADV eblip-23816 202 13 resources resource NOUN eblip-23816 202 14 . . PUNCT eblip-23816 203 1 so so ADV eblip-23816 203 2 they they PRON eblip-23816 203 3 might might AUX eblip-23816 203 4 occur occur VERB eblip-23816 203 5 even even ADV eblip-23816 203 6 in in ADP eblip-23816 203 7 poorer poor ADJ eblip-23816 203 8 school school NOUN eblip-23816 203 9 libraries library NOUN eblip-23816 203 10 ; ; PUNCT eblip-23816 203 11 what what PRON eblip-23816 203 12 is be AUX eblip-23816 203 13 probably probably ADV eblip-23816 203 14 a a DET eblip-23816 203 15 more more ADV eblip-23816 203 16 significant significant ADJ eblip-23816 203 17 factor factor NOUN eblip-23816 203 18 since since SCONJ eblip-23816 203 19 2007 2007 NUM eblip-23816 203 20 - - SYM eblip-23816 203 21 2008 2008 NUM eblip-23816 203 22 , , PUNCT eblip-23816 203 23 however however ADV eblip-23816 203 24 , , PUNCT eblip-23816 203 25 is be AUX eblip-23816 203 26 the the DET eblip-23816 203 27 increased increase VERB eblip-23816 203 28 importance importance NOUN eblip-23816 203 29 ( ( PUNCT eblip-23816 203 30 and and CCONJ eblip-23816 203 31 consequences consequence NOUN eblip-23816 203 32 ) ) PUNCT eblip-23816 203 33 of of ADP eblip-23816 203 34 high high ADJ eblip-23816 203 35 - - PUNCT eblip-23816 203 36 stakes stake NOUN eblip-23816 203 37 testing testing NOUN eblip-23816 203 38 , , PUNCT eblip-23816 203 39 which which PRON eblip-23816 203 40 has have AUX eblip-23816 203 41 tended tend VERB eblip-23816 203 42 to to PART eblip-23816 203 43 reduce reduce VERB eblip-23816 203 44 library library NOUN eblip-23816 203 45 instruction instruction NOUN eblip-23816 203 46 and and CCONJ eblip-23816 203 47 co co ADJ eblip-23816 203 48 - - ADJ eblip-23816 203 49 planning planning ADJ eblip-23816 203 50 time time NOUN eblip-23816 203 51 . . PUNCT eblip-23816 203 52     SPACE eblip-23816 204 1 conclusions conclusion NOUN eblip-23816 204 2     SPACE eblip-23816 204 3 this this DET eblip-23816 204 4 research research NOUN eblip-23816 204 5 study study NOUN eblip-23816 204 6 examined examine VERB eblip-23816 204 7 california california PROPN eblip-23816 204 8 school school NOUN eblip-23816 204 9 library library NOUN eblip-23816 204 10 programs program NOUN eblip-23816 204 11 in in ADP eblip-23816 204 12 light light NOUN eblip-23816 204 13 of of ADP eblip-23816 204 14 the the DET eblip-23816 204 15 state state NOUN eblip-23816 204 16 ’s ’s PART eblip-23816 204 17 model model PROPN eblip-23816 204 18 school school NOUN eblip-23816 204 19 library library NOUN eblip-23816 204 20 standards standard NOUN eblip-23816 204 21 . . PUNCT eblip-23816 205 1 using use VERB eblip-23816 205 2 the the DET eblip-23816 205 3 california california PROPN eblip-23816 205 4 school school NOUN eblip-23816 205 5 library library NOUN eblip-23816 205 6 survey survey NOUN eblip-23816 205 7 data datum NOUN eblip-23816 205 8 from from ADP eblip-23816 205 9 2007 2007 NUM eblip-23816 205 10 - - SYM eblip-23816 205 11 2008 2008 NUM eblip-23816 205 12 , , PUNCT eblip-23816 205 13 farmer farmer NOUN eblip-23816 205 14 and and CCONJ eblip-23816 205 15 safer safe ADJ eblip-23816 205 16 ’s ’s PART eblip-23816 205 17 2010 2010 NUM eblip-23816 205 18 study study NOUN eblip-23816 205 19 helped help VERB eblip-23816 205 20 form form VERB eblip-23816 205 21 these these DET eblip-23816 205 22 standards standard NOUN eblip-23816 205 23 , , PUNCT eblip-23816 205 24 and and CCONJ eblip-23816 205 25 they they PRON eblip-23816 205 26 discovered discover VERB eblip-23816 205 27 a a DET eblip-23816 205 28 significant significant ADJ eblip-23816 205 29 difference difference NOUN eblip-23816 205 30 between between ADP eblip-23816 205 31 school school NOUN eblip-23816 205 32 libraries library NOUN eblip-23816 205 33 that that PRON eblip-23816 205 34 met meet VERB eblip-23816 205 35 state state NOUN eblip-23816 205 36 standards standard NOUN eblip-23816 205 37 and and CCONJ eblip-23816 205 38 those those PRON eblip-23816 205 39 who who PRON eblip-23816 205 40 did do VERB eblip-23816 205 41 not not PART eblip-23816 205 42 . . PUNCT eblip-23816 206 1 the the DET eblip-23816 206 2 current current ADJ eblip-23816 206 3 research research NOUN eblip-23816 206 4 used use VERB eblip-23816 206 5 the the DET eblip-23816 206 6 2011 2011 NUM eblip-23816 206 7 - - SYM eblip-23816 206 8 2012 2012 NUM eblip-23816 206 9 school school NOUN eblip-23816 206 10 library library NOUN eblip-23816 206 11 survey survey NOUN eblip-23816 206 12 data datum NOUN eblip-23816 206 13 , , PUNCT eblip-23816 206 14 which which PRON eblip-23816 206 15 asked ask VERB eblip-23816 206 16 the the DET eblip-23816 206 17 same same ADJ eblip-23816 206 18 questions question NOUN eblip-23816 206 19 . . PUNCT eblip-23816 207 1 this this DET eblip-23816 207 2 study study NOUN eblip-23816 207 3 compared compare VERB eblip-23816 207 4 the the DET eblip-23816 207 5 standards standard NOUN eblip-23816 207 6 data datum NOUN eblip-23816 207 7 , , PUNCT eblip-23816 207 8 and and CCONJ eblip-23816 207 9 explored explore VERB eblip-23816 207 10 a a DET eblip-23816 207 11 number number NOUN eblip-23816 207 12 of of ADP eblip-23816 207 13 statistical statistical ADJ eblip-23816 207 14 models model NOUN eblip-23816 207 15 to to PART eblip-23816 207 16 find find VERB eblip-23816 207 17 a a DET eblip-23816 207 18 best good ADJ eblip-23816 207 19 fit fit NOUN eblip-23816 207 20 for for ADP eblip-23816 207 21 capturing capture VERB eblip-23816 207 22 data datum NOUN eblip-23816 207 23 about about ADP eblip-23816 207 24 school school NOUN eblip-23816 207 25 library library NOUN eblip-23816 207 26 programs program NOUN eblip-23816 207 27 that that PRON eblip-23816 207 28 could could AUX eblip-23816 207 29 be be AUX eblip-23816 207 30 used use VERB eblip-23816 207 31 as as ADP eblip-23816 207 32 predictors predictor NOUN eblip-23816 207 33 of of ADP eblip-23816 207 34 program program NOUN eblip-23816 207 35 quality quality NOUN eblip-23816 207 36 in in ADP eblip-23816 207 37 order order NOUN eblip-23816 207 38 to to PART eblip-23816 207 39 provide provide VERB eblip-23816 207 40 the the DET eblip-23816 207 41 conditions condition NOUN eblip-23816 207 42 for for ADP eblip-23816 207 43 optimum optimum ADJ eblip-23816 207 44 learning learning NOUN eblip-23816 207 45 experiences experience NOUN eblip-23816 207 46 and and CCONJ eblip-23816 207 47 student student NOUN eblip-23816 207 48 academic academic ADJ eblip-23816 207 49 success success NOUN eblip-23816 207 50 . . PUNCT eblip-23816 207 51     SPACE eblip-23816 208 1 the the DET eblip-23816 208 2 current current ADJ eblip-23816 208 3 study study NOUN eblip-23816 208 4 could could AUX eblip-23816 208 5 not not PART eblip-23816 208 6 uncover uncover VERB eblip-23816 208 7 any any DET eblip-23816 208 8 visible visible ADJ eblip-23816 208 9 impact impact NOUN eblip-23816 208 10 of of ADP eblip-23816 208 11 the the DET eblip-23816 208 12 approved approve VERB eblip-23816 208 13 state state NOUN eblip-23816 208 14 standards standard NOUN eblip-23816 208 15 on on ADP eblip-23816 208 16 the the DET eblip-23816 208 17 2011 2011 NUM eblip-23816 208 18 - - SYM eblip-23816 208 19 2012 2012 NUM eblip-23816 208 20 data datum NOUN eblip-23816 208 21 relative relative ADJ eblip-23816 208 22 to to ADP eblip-23816 208 23 the the DET eblip-23816 208 24 2007 2007 NUM eblip-23816 208 25 - - SYM eblip-23816 208 26 2008 2008 NUM eblip-23816 208 27 data datum NOUN eblip-23816 208 28 ( ( PUNCT eblip-23816 208 29 research research NOUN eblip-23816 208 30 questions question NOUN eblip-23816 208 31 1 1 NUM eblip-23816 208 32 and and CCONJ eblip-23816 208 33 2 2 NUM eblip-23816 208 34 ) ) PUNCT eblip-23816 208 35 , , PUNCT eblip-23816 208 36 but but CCONJ eblip-23816 208 37 the the DET eblip-23816 208 38 time time NOUN eblip-23816 208 39 frame frame NOUN eblip-23816 208 40 was be AUX eblip-23816 208 41 very very ADV eblip-23816 208 42 short short ADJ eblip-23816 208 43 to to PART eblip-23816 208 44 expect expect VERB eblip-23816 208 45 any any DET eblip-23816 208 46 such such ADJ eblip-23816 208 47 changes change NOUN eblip-23816 208 48 . . PUNCT eblip-23816 209 1 more more ADJ eblip-23816 209 2 current current ADJ eblip-23816 209 3 data datum NOUN eblip-23816 209 4 would would AUX eblip-23816 209 5 be be AUX eblip-23816 209 6 needed need VERB eblip-23816 209 7 , , PUNCT eblip-23816 209 8 substantiated substantiate VERB eblip-23816 209 9 by by ADP eblip-23816 209 10 interviews interview NOUN eblip-23816 209 11 with with ADP eblip-23816 209 12 school school NOUN eblip-23816 209 13 librarians librarian NOUN eblip-23816 209 14 to to PART eblip-23816 209 15 explain explain VERB eblip-23816 209 16 possible possible ADJ eblip-23816 209 17 reasons reason NOUN eblip-23816 209 18 for for ADP eblip-23816 209 19 changes change NOUN eblip-23816 209 20 . . PUNCT eblip-23816 210 1 furthermore furthermore ADV eblip-23816 210 2 , , PUNCT eblip-23816 210 3 the the DET eblip-23816 210 4 economic economic ADJ eblip-23816 210 5 and and CCONJ eblip-23816 210 6 political political ADJ eblip-23816 210 7 landscape landscape NOUN eblip-23816 210 8 changed change VERB eblip-23816 210 9 in in ADP eblip-23816 210 10 the the DET eblip-23816 210 11 interim interim NOUN eblip-23816 210 12 between between ADP eblip-23816 210 13 the the DET eblip-23816 210 14 two two NUM eblip-23816 210 15 time time NOUN eblip-23816 210 16 frames frame NOUN eblip-23816 210 17 , , PUNCT eblip-23816 210 18 which which PRON eblip-23816 210 19 could could AUX eblip-23816 210 20 account account VERB eblip-23816 210 21 for for ADP eblip-23816 210 22 changes change NOUN eblip-23816 210 23 . . PUNCT eblip-23816 210 24     SPACE eblip-23816 210 25 after after ADP eblip-23816 210 26 conducting conduct VERB eblip-23816 210 27 several several ADJ eblip-23816 210 28 types type NOUN eblip-23816 210 29 of of ADP eblip-23816 210 30 analyses analysis NOUN eblip-23816 210 31 , , PUNCT eblip-23816 210 32 the the DET eblip-23816 210 33 cart cart NOUN eblip-23816 210 34 decision decision NOUN eblip-23816 210 35 tree tree NOUN eblip-23816 210 36 provided provide VERB eblip-23816 210 37 the the DET eblip-23816 210 38 best good ADJ eblip-23816 210 39 fit fit NOUN eblip-23816 210 40 to to PART eblip-23816 210 41 explain explain VERB eblip-23816 210 42 the the DET eblip-23816 210 43 data datum NOUN eblip-23816 210 44 ( ( PUNCT eblip-23816 210 45 research research NOUN eblip-23816 210 46 question question NOUN eblip-23816 210 47 4 4 NUM eblip-23816 210 48 ) ) PUNCT eblip-23816 210 49 . . PUNCT eblip-23816 211 1 funding fund VERB eblip-23816 211 2 overall overall ADV eblip-23816 211 3 , , PUNCT eblip-23816 211 4 and and CCONJ eblip-23816 211 5 use use NOUN eblip-23816 211 6 of of ADP eblip-23816 211 7 a a DET eblip-23816 211 8 variety variety NOUN eblip-23816 211 9 of of ADP eblip-23816 211 10 funding funding NOUN eblip-23816 211 11 sources source NOUN eblip-23816 211 12 , , PUNCT eblip-23816 211 13 were be AUX eblip-23816 211 14 major major ADJ eblip-23816 211 15 factors factor NOUN eblip-23816 211 16 in in ADP eblip-23816 211 17 school school NOUN eblip-23816 211 18 library library NOUN eblip-23816 211 19 program program NOUN eblip-23816 211 20 status status NOUN eblip-23816 211 21 ( ( PUNCT eblip-23816 211 22 research research NOUN eblip-23816 211 23 question question NOUN eblip-23816 211 24 3 3 NUM eblip-23816 211 25 ) ) PUNCT eblip-23816 211 26 . . PUNCT eblip-23816 212 1 the the DET eblip-23816 212 2 findings finding NOUN eblip-23816 212 3 pointed point VERB eblip-23816 212 4 out out ADP eblip-23816 212 5 the the DET eblip-23816 212 6 need need NOUN eblip-23816 212 7 for for SCONJ eblip-23816 212 8 librarians librarian NOUN eblip-23816 212 9 to to PART eblip-23816 212 10 be be AUX eblip-23816 212 11 aware aware ADJ eblip-23816 212 12 of of ADP eblip-23816 212 13 these these DET eblip-23816 212 14 funding funding NOUN eblip-23816 212 15 streams stream NOUN eblip-23816 212 16 , , PUNCT eblip-23816 212 17 and and CCONJ eblip-23816 212 18 to to PART eblip-23816 212 19 take take VERB eblip-23816 212 20 advantage advantage NOUN eblip-23816 212 21 of of ADP eblip-23816 212 22 them they PRON eblip-23816 212 23 , , PUNCT eblip-23816 212 24 which which PRON eblip-23816 212 25 may may AUX eblip-23816 212 26 require require VERB eblip-23816 212 27 pro pro ADJ eblip-23816 212 28 - - ADJ eblip-23816 212 29 active active ADJ eblip-23816 212 30 communication communication NOUN eblip-23816 212 31 and and CCONJ eblip-23816 212 32 negotiation negotiation NOUN eblip-23816 212 33 with with ADP eblip-23816 212 34 decision decision NOUN eblip-23816 212 35 - - PUNCT eblip-23816 212 36 makers maker NOUN eblip-23816 212 37 . . PUNCT eblip-23816 213 1 resources resource NOUN eblip-23816 213 2 and and CCONJ eblip-23816 213 3 access access NOUN eblip-23816 213 4 to to ADP eblip-23816 213 5 them they PRON eblip-23816 213 6 constituted constitute VERB eblip-23816 213 7 another another DET eblip-23816 213 8 important important ADJ eblip-23816 213 9 “ " PUNCT eblip-23816 213 10 leg leg NOUN eblip-23816 213 11 ” " PUNCT eblip-23816 213 12 of of ADP eblip-23816 213 13 school school NOUN eblip-23816 213 14 library library NOUN eblip-23816 213 15 programs program NOUN eblip-23816 213 16 . . PUNCT eblip-23816 214 1 books book NOUN eblip-23816 214 2 , , PUNCT eblip-23816 214 3 non non ADJ eblip-23816 214 4 - - ADJ eblip-23816 214 5 print print ADJ eblip-23816 214 6 and and CCONJ eblip-23816 214 7 online online ADJ eblip-23816 214 8 resources resource NOUN eblip-23816 214 9 are be AUX eblip-23816 214 10 all all PRON eblip-23816 214 11 needed need VERB eblip-23816 214 12 , , PUNCT eblip-23816 214 13 and and CCONJ eblip-23816 214 14 some some DET eblip-23816 214 15 analysis analysis NOUN eblip-23816 214 16 seemed seem VERB eblip-23816 214 17 to to PART eblip-23816 214 18 indicate indicate VERB eblip-23816 214 19 that that SCONJ eblip-23816 214 20 both both CCONJ eblip-23816 214 21 physical physical ADJ eblip-23816 214 22 and and CCONJ eblip-23816 214 23 intellectual intellectual ADJ eblip-23816 214 24 access access NOUN eblip-23816 214 25 through through ADP eblip-23816 214 26 instruction instruction NOUN eblip-23816 214 27 were be AUX eblip-23816 214 28 needed need VERB eblip-23816 214 29 in in ADP eblip-23816 214 30 order order NOUN eblip-23816 214 31 to to PART eblip-23816 214 32 make make VERB eblip-23816 214 33 a a DET eblip-23816 214 34 difference difference NOUN eblip-23816 214 35 . . PUNCT eblip-23816 215 1 in in ADP eblip-23816 215 2 general general ADJ eblip-23816 215 3 , , PUNCT eblip-23816 215 4 there there PRON eblip-23816 215 5 seemed seem VERB eblip-23816 215 6 to to PART eblip-23816 215 7 be be AUX eblip-23816 215 8 a a DET eblip-23816 215 9 sizable sizable ADJ eblip-23816 215 10 gap gap NOUN eblip-23816 215 11 between between ADP eblip-23816 215 12 the the DET eblip-23816 215 13 vast vast ADJ eblip-23816 215 14 majority majority NOUN eblip-23816 215 15 of of ADP eblip-23816 215 16 school school NOUN eblip-23816 215 17 libraries library NOUN eblip-23816 215 18 providing provide VERB eblip-23816 215 19 basic basic ADJ eblip-23816 215 20 resources resource NOUN eblip-23816 215 21 and and CCONJ eblip-23816 215 22 services service NOUN eblip-23816 215 23 and and CCONJ eblip-23816 215 24 those those DET eblip-23816 215 25 stellar stellar ADJ eblip-23816 215 26 libraries library NOUN eblip-23816 215 27 with with ADP eblip-23816 215 28 rich rich ADJ eblip-23816 215 29 collections collection NOUN eblip-23816 215 30 , , PUNCT eblip-23816 215 31 innovative innovative ADJ eblip-23816 215 32 services service NOUN eblip-23816 215 33 , , PUNCT eblip-23816 215 34 and and CCONJ eblip-23816 215 35 expanded expand VERB eblip-23816 215 36 access access NOUN eblip-23816 215 37 . . PUNCT eblip-23816 216 1 in in ADP eblip-23816 216 2 that that DET eblip-23816 216 3 respect respect NOUN eblip-23816 216 4 , , PUNCT eblip-23816 216 5 there there PRON eblip-23816 216 6 is be VERB eblip-23816 216 7 a a DET eblip-23816 216 8 possible possible ADJ eblip-23816 216 9 matthew matthew NOUN eblip-23816 216 10 effect effect NOUN eblip-23816 216 11 ( ( PUNCT eblip-23816 216 12 that that PRON eblip-23816 216 13 is is ADV eblip-23816 216 14 , , PUNCT eblip-23816 216 15 the the DET eblip-23816 216 16 bad bad ADJ eblip-23816 216 17 become become VERB eblip-23816 216 18 worse bad ADJ eblip-23816 216 19 ) ) PUNCT eblip-23816 216 20 that that PRON eblip-23816 216 21 shows show VERB eblip-23816 216 22 up up ADP eblip-23816 216 23 more more ADV eblip-23816 216 24 clearly clearly ADV eblip-23816 216 25 in in ADP eblip-23816 216 26 bad bad ADJ eblip-23816 216 27 economic economic ADJ eblip-23816 216 28 times time NOUN eblip-23816 216 29 . . PUNCT eblip-23816 216 30     SPACE eblip-23816 216 31 as as ADP eblip-23816 216 32 a a DET eblip-23816 216 33 model model NOUN eblip-23816 216 34 and and CCONJ eblip-23816 216 35 possible possible ADJ eblip-23816 216 36 predictive predictive ADJ eblip-23816 216 37 tool tool NOUN eblip-23816 216 38 , , PUNCT eblip-23816 216 39 the the DET eblip-23816 216 40 cart cart NOUN eblip-23816 216 41 decision decision NOUN eblip-23816 216 42 tree tree NOUN eblip-23816 216 43 has have VERB eblip-23816 216 44 potential potential ADJ eblip-23816 216 45 as as ADP eblip-23816 216 46 a a DET eblip-23816 216 47 way way NOUN eblip-23816 216 48 to to PART eblip-23816 216 49 examine examine VERB eblip-23816 216 50 school school NOUN eblip-23816 216 51 library library NOUN eblip-23816 216 52 programs program NOUN eblip-23816 216 53 , , PUNCT eblip-23816 216 54 and and CCONJ eblip-23816 216 55 determine determine VERB eblip-23816 216 56 the the DET eblip-23816 216 57 most most ADV eblip-23816 216 58 effective effective ADJ eblip-23816 216 59 allocation allocation NOUN eblip-23816 216 60 of of ADP eblip-23816 216 61 funding funding NOUN eblip-23816 216 62 in in ADP eblip-23816 216 63 order order NOUN eblip-23816 216 64 to to PART eblip-23816 216 65 have have AUX eblip-23816 216 66 a a DET eblip-23816 216 67 high high ADJ eblip-23816 216 68 - - PUNCT eblip-23816 216 69 quality quality NOUN eblip-23816 216 70 school school NOUN eblip-23816 216 71 library library NOUN eblip-23816 216 72 . . PUNCT eblip-23816 217 1 this this DET eblip-23816 217 2 statistical statistical ADJ eblip-23816 217 3 model model NOUN eblip-23816 217 4 can can AUX eblip-23816 217 5 also also ADV eblip-23816 217 6 be be AUX eblip-23816 217 7 used use VERB eblip-23816 217 8 to to PART eblip-23816 217 9 make make VERB eblip-23816 217 10 funding funding NOUN eblip-23816 217 11 decisions decision NOUN eblip-23816 217 12 in in ADP eblip-23816 217 13 other other ADJ eblip-23816 217 14 kinds kind NOUN eblip-23816 217 15 of of ADP eblip-23816 217 16 libraries library NOUN eblip-23816 217 17 as as ADV eblip-23816 217 18 well well ADV eblip-23816 217 19 . . PUNCT eblip-23816 218 1 the the DET eblip-23816 218 2 same same ADJ eblip-23816 218 3 variables variable NOUN eblip-23816 218 4 could could AUX eblip-23816 218 5 be be AUX eblip-23816 218 6 used use VERB eblip-23816 218 7 when when SCONJ eblip-23816 218 8 appropriate appropriate ADJ eblip-23816 218 9 , , PUNCT eblip-23816 218 10 but but CCONJ eblip-23816 218 11 other other ADJ eblip-23816 218 12 likely likely ADJ eblip-23816 218 13 variables variable NOUN eblip-23816 218 14 could could AUX eblip-23816 218 15 be be AUX eblip-23816 218 16 used use VERB eblip-23816 218 17 as as ADV eblip-23816 218 18 well well ADV eblip-23816 218 19 , , PUNCT eblip-23816 218 20 such such ADJ eblip-23816 218 21 as as ADP eblip-23816 218 22 free free ADJ eblip-23816 218 23 parking parking NOUN eblip-23816 218 24 , , PUNCT eblip-23816 218 25 self self NOUN eblip-23816 218 26 - - PUNCT eblip-23816 218 27 checkout checkout NOUN eblip-23816 218 28 systems system NOUN eblip-23816 218 29 , , PUNCT eblip-23816 218 30 story story NOUN eblip-23816 218 31 hours hour NOUN eblip-23816 218 32 , , PUNCT eblip-23816 218 33 thesis thesis NOUN eblip-23816 218 34 workshops workshop NOUN eblip-23816 218 35 , , PUNCT eblip-23816 218 36 and and CCONJ eblip-23816 218 37 so so ADV eblip-23816 218 38 on on ADV eblip-23816 218 39 . . PUNCT eblip-23816 218 40     SPACE eblip-23816 219 1 much much ADJ eblip-23816 219 2 research research NOUN eblip-23816 219 3 remains remain VERB eblip-23816 219 4 to to PART eblip-23816 219 5 be be AUX eblip-23816 219 6 done do VERB eblip-23816 219 7 . . PUNCT eblip-23816 220 1 california california PROPN eblip-23816 220 2 has have AUX eblip-23816 220 3 parallel parallel ADJ eblip-23816 220 4 data data NOUN eblip-23816 220 5 sets set NOUN eblip-23816 220 6 from from ADP eblip-23816 220 7 2003 2003 NUM eblip-23816 220 8 to to ADP eblip-23816 220 9 2013 2013 NUM eblip-23816 220 10 , , PUNCT eblip-23816 220 11 which which PRON eblip-23816 220 12 can can AUX eblip-23816 220 13 be be AUX eblip-23816 220 14 analyzed analyze VERB eblip-23816 220 15 using use VERB eblip-23816 220 16 the the DET eblip-23816 220 17 cart cart NOUN eblip-23816 220 18 decision decision NOUN eblip-23816 220 19 tree tree NOUN eblip-23816 220 20 model model NOUN eblip-23816 220 21 to to PART eblip-23816 220 22 look look VERB eblip-23816 220 23 for for ADP eblip-23816 220 24 patterns pattern NOUN eblip-23816 220 25 over over ADP eblip-23816 220 26 time time NOUN eblip-23816 220 27 , , PUNCT eblip-23816 220 28 both both CCONJ eblip-23816 220 29 in in ADP eblip-23816 220 30 terms term NOUN eblip-23816 220 31 of of ADP eblip-23816 220 32 meeting meeting NOUN eblip-23816 220 33 standards standard NOUN eblip-23816 220 34 as as ADV eblip-23816 220 35 well well ADV eblip-23816 220 36 as as ADP eblip-23816 220 37 comparing compare VERB eblip-23816 220 38 important important ADJ eblip-23816 220 39 variables variable NOUN eblip-23816 220 40 that that PRON eblip-23816 220 41 make make VERB eblip-23816 220 42 a a DET eblip-23816 220 43 significant significant ADJ eblip-23816 220 44 difference difference NOUN eblip-23816 220 45 in in ADP eblip-23816 220 46 school school NOUN eblip-23816 220 47 library library NOUN eblip-23816 220 48 programs program NOUN eblip-23816 220 49 . . PUNCT eblip-23816 221 1 newer new ADJ eblip-23816 221 2 survey survey NOUN eblip-23816 221 3 data datum NOUN eblip-23816 221 4 can can AUX eblip-23816 221 5 be be AUX eblip-23816 221 6 analyzed analyze VERB eblip-23816 221 7 to to PART eblip-23816 221 8 see see VERB eblip-23816 221 9 if if SCONJ eblip-23816 221 10 the the DET eblip-23816 221 11 model model NOUN eblip-23816 221 12 school school NOUN eblip-23816 221 13 library library NOUN eblip-23816 221 14 standards standard NOUN eblip-23816 221 15 impact impact VERB eblip-23816 221 16 support support NOUN eblip-23816 221 17 of of ADP eblip-23816 221 18 school school NOUN eblip-23816 221 19 libraries library NOUN eblip-23816 221 20 . . PUNCT eblip-23816 222 1 the the DET eblip-23816 222 2 cart cart NOUN eblip-23816 222 3 decision decision NOUN eblip-23816 222 4 tree tree NOUN eblip-23816 222 5 can can AUX eblip-23816 222 6 also also ADV eblip-23816 222 7 be be AUX eblip-23816 222 8 used use VERB eblip-23816 222 9 with with ADP eblip-23816 222 10 data datum NOUN eblip-23816 222 11 from from ADP eblip-23816 222 12 other other ADJ eblip-23816 222 13 states state NOUN eblip-23816 222 14 , , PUNCT eblip-23816 222 15 or or CCONJ eblip-23816 222 16 compared compare VERB eblip-23816 222 17 with with ADP eblip-23816 222 18 national national ADJ eblip-23816 222 19 data datum NOUN eblip-23816 222 20 , , PUNCT eblip-23816 222 21 to to PART eblip-23816 222 22 determine determine VERB eblip-23816 222 23 possible possible ADJ eblip-23816 222 24 significant significant ADJ eblip-23816 222 25 differences difference NOUN eblip-23816 222 26 between between ADP eblip-23816 222 27 populations population NOUN eblip-23816 222 28 – – PUNCT eblip-23816 222 29 or or CCONJ eblip-23816 222 30 if if SCONJ eblip-23816 222 31 a a DET eblip-23816 222 32 different different ADJ eblip-23816 222 33 model model NOUN eblip-23816 222 34 should should AUX eblip-23816 222 35 be be AUX eblip-23816 222 36 used use VERB eblip-23816 222 37 . . PUNCT eblip-23816 222 38     SPACE eblip-23816 223 1 school school NOUN eblip-23816 223 2 library library NOUN eblip-23816 223 3 metrics metric NOUN eblip-23816 223 4 can can AUX eblip-23816 223 5 help help VERB eblip-23816 223 6 both both DET eblip-23816 223 7 librarians librarian NOUN eblip-23816 223 8 and and CCONJ eblip-23816 223 9 the the DET eblip-23816 223 10 educational educational ADJ eblip-23816 223 11 community community NOUN eblip-23816 223 12 analyze analyze NOUN eblip-23816 223 13 school school NOUN eblip-23816 223 14 library library NOUN eblip-23816 223 15 programs program NOUN eblip-23816 223 16 closely closely ADV eblip-23816 223 17 and and CCONJ eblip-23816 223 18 determine determine VERB eblip-23816 223 19 effective effective ADJ eblip-23816 223 20 ways way NOUN eblip-23816 223 21 to to PART eblip-23816 223 22 maximize maximize VERB eblip-23816 223 23 the the DET eblip-23816 223 24 school school NOUN eblip-23816 223 25 library library NOUN eblip-23816 223 26 ’s ’s PART eblip-23816 223 27 impact impact NOUN eblip-23816 223 28 on on ADP eblip-23816 223 29 student student NOUN eblip-23816 223 30 learning learning NOUN eblip-23816 223 31 . . PUNCT eblip-23816 224 1 more more ADV eblip-23816 224 2 generally generally ADV eblip-23816 224 3 , , PUNCT eblip-23816 224 4 library library ADJ eblip-23816 224 5 resources resource NOUN eblip-23816 224 6 and and CCONJ eblip-23816 224 7 services service NOUN eblip-23816 224 8 can can AUX eblip-23816 224 9 be be AUX eblip-23816 224 10 measured measure VERB eblip-23816 224 11 as as ADP eblip-23816 224 12 data data NOUN eblip-23816 224 13 points point NOUN eblip-23816 224 14 , , PUNCT eblip-23816 224 15 and and CCONJ eblip-23816 224 16 then then ADV eblip-23816 224 17 modeling modeling NOUN eblip-23816 224 18 statistics statistic NOUN eblip-23816 224 19 can can AUX eblip-23816 224 20 be be AUX eblip-23816 224 21 applied apply VERB eblip-23816 224 22 in in ADP eblip-23816 224 23 order order NOUN eblip-23816 224 24 to to PART eblip-23816 224 25 optimize optimize VERB eblip-23816 224 26 library library ADJ eblip-23816 224 27 operations operation NOUN eblip-23816 224 28 . . PUNCT eblip-23816 224 29         SPACE eblip-23816 225 1 references reference NOUN eblip-23816 225 2     SPACE eblip-23816 225 3 american american PROPN eblip-23816 225 4 association association PROPN eblip-23816 225 5 of of ADP eblip-23816 225 6 school school NOUN eblip-23816 225 7 librarians librarian NOUN eblip-23816 225 8 . . PUNCT eblip-23816 226 1 ( ( PUNCT eblip-23816 226 2 2007 2007 NUM eblip-23816 226 3 ) ) PUNCT eblip-23816 226 4 . . PUNCT eblip-23816 227 1 standards standard NOUN eblip-23816 227 2 for for ADP eblip-23816 227 3 the the DET eblip-23816 227 4 21st 21st ADJ eblip-23816 227 5 century century NOUN eblip-23816 227 6 learner learner NOUN eblip-23816 227 7 . . PUNCT eblip-23816 228 1 chicago chicago PROPN eblip-23816 228 2 , , PUNCT eblip-23816 228 3 il il PROPN eblip-23816 228 4 : : PUNCT eblip-23816 228 5 american american PROPN eblip-23816 228 6 library library PROPN eblip-23816 228 7 association association PROPN eblip-23816 228 8 . . PUNCT eblip-23816 228 9     SPACE eblip-23816 229 1 american american PROPN eblip-23816 229 2 association association PROPN eblip-23816 229 3 of of ADP eblip-23816 229 4 school school NOUN eblip-23816 229 5 librarians librarian NOUN eblip-23816 229 6 . . PUNCT eblip-23816 230 1 ( ( PUNCT eblip-23816 230 2 2009 2009 NUM eblip-23816 230 3 ) ) PUNCT eblip-23816 230 4 . . PUNCT eblip-23816 231 1 empowering empower VERB eblip-23816 231 2 learners learner NOUN eblip-23816 231 3 : : PUNCT eblip-23816 231 4 guidelines guideline NOUN eblip-23816 231 5 for for ADP eblip-23816 231 6 school school NOUN eblip-23816 231 7 library library NOUN eblip-23816 231 8 media medium NOUN eblip-23816 231 9 programs program NOUN eblip-23816 231 10 . . PUNCT eblip-23816 232 1 chicago chicago PROPN eblip-23816 232 2 , , PUNCT eblip-23816 232 3 il il PROPN eblip-23816 232 4 : : PUNCT eblip-23816 232 5 american american PROPN eblip-23816 232 6 library library PROPN eblip-23816 232 7 association association PROPN eblip-23816 232 8 . . PUNCT eblip-23816 232 9     SPACE eblip-23816 233 1 bartow bartow PROPN eblip-23816 233 2 , , PUNCT eblip-23816 233 3 c. c. PROPN eblip-23816 233 4 ( ( PUNCT eblip-23816 233 5 2009 2009 NUM eblip-23816 233 6 ) ) PUNCT eblip-23816 233 7 . . PUNCT eblip-23816 234 1 how how SCONJ eblip-23816 234 2 one one NUM eblip-23816 234 3 state state NOUN eblip-23816 234 4 established establish VERB eblip-23816 234 5 school school NOUN eblip-23816 234 6 library library NOUN eblip-23816 234 7 / / SYM eblip-23816 234 8 technology technology NOUN eblip-23816 234 9 standards standard NOUN eblip-23816 234 10 . . PUNCT eblip-23816 235 1 school school NOUN eblip-23816 235 2 library library NOUN eblip-23816 235 3 monthly monthly ADV eblip-23816 235 4 , , PUNCT eblip-23816 235 5 26(3 26(3 NUM eblip-23816 235 6 ) ) PUNCT eblip-23816 235 7 , , PUNCT eblip-23816 235 8 19 19 NUM eblip-23816 235 9 - - SYM eblip-23816 235 10 21 21 NUM eblip-23816 235 11 . . PUNCT eblip-23816 235 12     SPACE eblip-23816 236 1 california california PROPN eblip-23816 236 2 department department PROPN eblip-23816 236 3 of of ADP eblip-23816 236 4 education education NOUN eblip-23816 236 5 . . PUNCT eblip-23816 237 1 ( ( PUNCT eblip-23816 237 2 2011 2011 NUM eblip-23816 237 3 ) ) PUNCT eblip-23816 237 4 . . PUNCT eblip-23816 238 1 model model PROPN eblip-23816 238 2 school school NOUN eblip-23816 238 3 library library NOUN eblip-23816 238 4 standards standard NOUN eblip-23816 238 5 for for ADP eblip-23816 238 6 california california PROPN eblip-23816 238 7 public public PROPN eblip-23816 238 8 schools school NOUN eblip-23816 238 9 kindergarten kindergarten NOUN eblip-23816 238 10 through through ADP eblip-23816 238 11 grade grade PROPN eblip-23816 238 12 twelve twelve NUM eblip-23816 238 13 . . PUNCT eblip-23816 239 1 sacramento sacramento PROPN eblip-23816 239 2 , , PUNCT eblip-23816 239 3 ca ca PROPN eblip-23816 239 4 : : PUNCT eblip-23816 239 5 california california PROPN eblip-23816 239 6 department department PROPN eblip-23816 239 7 of of ADP eblip-23816 239 8 education education NOUN eblip-23816 239 9 . . PUNCT eblip-23816 239 10     SPACE eblip-23816 240 1 council council PROPN eblip-23816 240 2 of of ADP eblip-23816 240 3 state state PROPN eblip-23816 240 4 school school NOUN eblip-23816 240 5 library library NOUN eblip-23816 240 6 consultants consultant NOUN eblip-23816 240 7 . . PUNCT eblip-23816 241 1 ( ( PUNCT eblip-23816 241 2 2014 2014 NUM eblip-23816 241 3 ) ) PUNCT eblip-23816 241 4 . . PUNCT eblip-23816 242 1 standards standard NOUN eblip-23816 242 2 . . PUNCT eblip-23816 243 1 salem salem PROPN eblip-23816 243 2 , , PUNCT eblip-23816 243 3 or or CCONJ eblip-23816 243 4 : : PUNCT eblip-23816 243 5 council council NOUN eblip-23816 243 6 of of ADP eblip-23816 243 7 state state PROPN eblip-23816 243 8 school school NOUN eblip-23816 243 9 library library NOUN eblip-23816 243 10 consultants consultant NOUN eblip-23816 243 11 . . PUNCT eblip-23816 244 1 retrived retrive VERB eblip-23816 244 2 from from ADP eblip-23816 244 3 http://cosslc.wikispaces.com/standards http://cosslc.wikispaces.com/standard NOUN eblip-23816 244 4     SPACE eblip-23816 244 5 farmer farmer NOUN eblip-23816 244 6 , , PUNCT eblip-23816 244 7 l. l. PROPN eblip-23816 244 8 ( ( PUNCT eblip-23816 244 9 2003 2003 NUM eblip-23816 244 10 ) ) PUNCT eblip-23816 244 11 . . PUNCT eblip-23816 245 1 student student NOUN eblip-23816 245 2 success success NOUN eblip-23816 245 3 and and CCONJ eblip-23816 245 4 library library ADJ eblip-23816 245 5 media medium NOUN eblip-23816 245 6 programs program NOUN eblip-23816 245 7 . . PUNCT eblip-23816 246 1 westport westport NOUN eblip-23816 246 2 , , PUNCT eblip-23816 246 3 ct ct PROPN eblip-23816 246 4 : : PUNCT eblip-23816 246 5 libraries library NOUN eblip-23816 246 6 unlimited unlimited ADJ eblip-23816 246 7 . . PUNCT eblip-23816 246 8     SPACE eblip-23816 246 9 farmer farmer NOUN eblip-23816 246 10 , , PUNCT eblip-23816 246 11 l. l. PROPN eblip-23816 246 12 , , PUNCT eblip-23816 246 13 & & CCONJ eblip-23816 246 14 safer safe ADJ eblip-23816 246 15 , , PUNCT eblip-23816 246 16 a. a. NOUN eblip-23816 246 17 ( ( PUNCT eblip-23816 246 18 2010 2010 NUM eblip-23816 246 19 ) ) PUNCT eblip-23816 246 20 . . PUNCT eblip-23816 247 1 developing develop VERB eblip-23816 247 2 california california PROPN eblip-23816 247 3 school school NOUN eblip-23816 247 4 library library NOUN eblip-23816 247 5 media medium NOUN eblip-23816 247 6 program program NOUN eblip-23816 247 7 standards standard NOUN eblip-23816 247 8 . . PUNCT eblip-23816 248 1 school school NOUN eblip-23816 248 2 library library NOUN eblip-23816 248 3 media medium NOUN eblip-23816 248 4 research research NOUN eblip-23816 248 5 13 13 NUM eblip-23816 248 6 . . PUNCT eblip-23816 249 1 retrieved retrieve VERB eblip-23816 249 2 from from ADP eblip-23816 249 3 http://www.ala.org/aasl/slr http://www.ala.org/aasl/slr PROPN eblip-23816 249 4     SPACE eblip-23816 249 5 hatry hatry NOUN eblip-23816 249 6 , , PUNCT eblip-23816 249 7 h. h. PROPN eblip-23816 249 8 ( ( PUNCT eblip-23816 249 9 2006 2006 NUM eblip-23816 249 10 ) ) PUNCT eblip-23816 249 11 . . PUNCT eblip-23816 250 1 performance performance NOUN eblip-23816 250 2 measurement measurement NOUN eblip-23816 250 3 : : PUNCT eblip-23816 250 4 getting get VERB eblip-23816 250 5 results result NOUN eblip-23816 250 6 ( ( PUNCT eblip-23816 250 7 2nd 2nd ADJ eblip-23816 250 8 ed ed NOUN eblip-23816 250 9 . . PUNCT eblip-23816 250 10 ) ) PUNCT eblip-23816 250 11 . . PUNCT eblip-23816 251 1 washington washington PROPN eblip-23816 251 2 , , PUNCT eblip-23816 251 3 dc dc PROPN eblip-23816 251 4 : : PUNCT eblip-23816 251 5 the the DET eblip-23816 251 6 urban urban PROPN eblip-23816 251 7 institute institute PROPN eblip-23816 251 8 . . PUNCT eblip-23816 251 9     SPACE eblip-23816 252 1 kachel kachel PROPN eblip-23816 252 2 , , PUNCT eblip-23816 252 3 d. d. PROPN eblip-23816 252 4 ( ( PUNCT eblip-23816 252 5 2013 2013 NUM eblip-23816 252 6 ) ) PUNCT eblip-23816 252 7 . . PUNCT eblip-23816 253 1 school school NOUN eblip-23816 253 2 library library PROPN eblip-23816 253 3 research research NOUN eblip-23816 253 4 summarized summarize VERB eblip-23816 253 5 : : PUNCT eblip-23816 253 6 a a DET eblip-23816 253 7 graduate graduate ADJ eblip-23816 253 8 class class NOUN eblip-23816 253 9 project project NOUN eblip-23816 253 10 . . PUNCT eblip-23816 254 1 mansfield mansfield PROPN eblip-23816 254 2 , , PUNCT eblip-23816 254 3 pa pa PROPN eblip-23816 254 4 : : PUNCT eblip-23816 254 5 mansfield mansfield PROPN eblip-23816 254 6 university university PROPN eblip-23816 254 7 . . PUNCT eblip-23816 254 8     SPACE eblip-23816 254 9 larose larose PROPN eblip-23816 254 10 , , PUNCT eblip-23816 254 11 d. d. PROPN eblip-23816 254 12 ( ( PUNCT eblip-23816 254 13 2005 2005 NUM eblip-23816 254 14 ) ) PUNCT eblip-23816 254 15 . . PUNCT eblip-23816 255 1 discovering discover VERB eblip-23816 255 2 knowledge knowledge NOUN eblip-23816 255 3 in in ADP eblip-23816 255 4 data datum NOUN eblip-23816 255 5 : : PUNCT eblip-23816 255 6 an an DET eblip-23816 255 7 introduction introduction NOUN eblip-23816 255 8 to to ADP eblip-23816 255 9 data datum NOUN eblip-23816 255 10 mining mining NOUN eblip-23816 255 11 . . PUNCT eblip-23816 256 1 hoboken hoboken PROPN eblip-23816 256 2 , , PUNCT eblip-23816 256 3 nj nj PROPN eblip-23816 256 4 : : PUNCT eblip-23816 256 5 wiley wiley NOUN eblip-23816 256 6 - - PUNCT eblip-23816 256 7 interscience interscience NOUN eblip-23816 256 8 . . PUNCT eblip-23816 256 9     SPACE eblip-23816 257 1 loertscher loertscher PROPN eblip-23816 257 2 , , PUNCT eblip-23816 257 3 d. d. PROPN eblip-23816 257 4 ( ( PUNCT eblip-23816 257 5 2008 2008 NUM eblip-23816 257 6 ) ) PUNCT eblip-23816 257 7 . . PUNCT eblip-23816 258 1 information information NOUN eblip-23816 258 2 literacy literacy NOUN eblip-23816 258 3 20 20 NUM eblip-23816 258 4 years year NOUN eblip-23816 258 5 later later ADV eblip-23816 258 6 . . PUNCT eblip-23816 259 1 teacher teacher NOUN eblip-23816 259 2 librarian librarian NOUN eblip-23816 259 3 , , PUNCT eblip-23816 259 4 35(5 35(5 NUM eblip-23816 259 5 ) ) PUNCT eblip-23816 259 6 , , PUNCT eblip-23816 259 7 42 42 NUM eblip-23816 259 8 - - SYM eblip-23816 259 9 43 43 NUM eblip-23816 259 10 . . PUNCT eblip-23816 259 11     SPACE eblip-23816 260 1 mardis mardis PROPN eblip-23816 260 2 , , PUNCT eblip-23816 260 3 m. m. NOUN eblip-23816 260 4 ( ( PUNCT eblip-23816 260 5 2011 2011 NUM eblip-23816 260 6 ) ) PUNCT eblip-23816 260 7 . . PUNCT eblip-23816 261 1 evidence evidence NOUN eblip-23816 261 2 or or CCONJ eblip-23816 261 3 evidence evidence NOUN eblip-23816 261 4 based base VERB eblip-23816 261 5 practice practice NOUN eblip-23816 261 6 ? ? PUNCT eblip-23816 262 1 an an DET eblip-23816 262 2 analysis analysis NOUN eblip-23816 262 3 of of ADP eblip-23816 262 4 iasl iasl NOUN eblip-23816 262 5 research research NOUN eblip-23816 262 6 forum forum PROPN eblip-23816 262 7 papers paper NOUN eblip-23816 262 8 , , PUNCT eblip-23816 262 9 1998 1998 NUM eblip-23816 262 10 - - SYM eblip-23816 262 11 2009 2009 NUM eblip-23816 262 12 . . PUNCT eblip-23816 263 1 evidence evidence NOUN eblip-23816 263 2 based base VERB eblip-23816 263 3 library library NOUN eblip-23816 263 4 and and CCONJ eblip-23816 263 5 information information NOUN eblip-23816 263 6 practice practice NOUN eblip-23816 263 7 , , PUNCT eblip-23816 263 8 6(1 6(1 NUM eblip-23816 263 9 ) ) PUNCT eblip-23816 263 10 , , PUNCT eblip-23816 263 11 4 4 NUM eblip-23816 263 12 - - SYM eblip-23816 263 13 23 23 NUM eblip-23816 263 14 . . PUNCT eblip-23816 264 1 retrieved retrieve VERB eblip-23816 264 2 from from ADP eblip-23816 264 3 http://ejournals.library.ualberta.ca/index.php/eblip/index http://ejournals.library.ualberta.ca/index.php/eblip/index PROPN eblip-23816 264 4     SPACE eblip-23816 264 5 miller miller PROPN eblip-23816 264 6 , , PUNCT eblip-23816 264 7 t. t. PROPN eblip-23816 264 8 ( ( PUNCT eblip-23816 264 9 2013 2013 NUM eblip-23816 264 10 ) ) PUNCT eblip-23816 264 11 . . PUNCT eblip-23816 265 1 modeling model VERB eblip-23816 265 2 techniques technique NOUN eblip-23816 265 3 in in ADP eblip-23816 265 4 predictive predictive ADJ eblip-23816 265 5 analytics analytic NOUN eblip-23816 265 6 : : PUNCT eblip-23816 265 7 business business NOUN eblip-23816 265 8 problems problem NOUN eblip-23816 265 9 and and CCONJ eblip-23816 265 10 solutions solution NOUN eblip-23816 265 11 with with ADP eblip-23816 265 12 r. r. PROPN eblip-23816 265 13 upper upper PROPN eblip-23816 265 14 saddle saddle PROPN eblip-23816 265 15 river river PROPN eblip-23816 265 16 , , PUNCT eblip-23816 265 17 nj nj PROPN eblip-23816 265 18 : : PUNCT eblip-23816 265 19 pearson pearson PROPN eblip-23816 265 20 . . PUNCT eblip-23816 265 21     SPACE eblip-23816 265 22 scholastic scholastic ADJ eblip-23816 265 23 publishing publishing NOUN eblip-23816 265 24 . . PUNCT eblip-23816 266 1 ( ( PUNCT eblip-23816 266 2 2008 2008 NUM eblip-23816 266 3 ) ) PUNCT eblip-23816 266 4 . . PUNCT eblip-23816 267 1 what what PRON eblip-23816 267 2 works work VERB eblip-23816 267 3 ! ! PUNCT eblip-23816 268 1 new new PROPN eblip-23816 268 2 york york PROPN eblip-23816 268 3 , , PUNCT eblip-23816 268 4 ny ny PROPN eblip-23816 268 5 : : PUNCT eblip-23816 268 6 scholastic scholastic ADJ eblip-23816 268 7 . . PUNCT eblip-23816 268 8     SPACE eblip-23816 268 9 smith smith PROPN eblip-23816 268 10 , , PUNCT eblip-23816 268 11 e. e. PROPN eblip-23816 268 12 g. g. PROPN eblip-23816 268 13 ( ( PUNCT eblip-23816 268 14 2001 2001 NUM eblip-23816 268 15 ) ) PUNCT eblip-23816 268 16 . . PUNCT eblip-23816 269 1 texas texas PROPN eblip-23816 269 2 school school PROPN eblip-23816 269 3 libraries library NOUN eblip-23816 269 4 : : PUNCT eblip-23816 269 5 standards standard NOUN eblip-23816 269 6 , , PUNCT eblip-23816 269 7 resources resource NOUN eblip-23816 269 8 , , PUNCT eblip-23816 269 9 services service NOUN eblip-23816 269 10 and and CCONJ eblip-23816 269 11 students student NOUN eblip-23816 269 12 ’ ' PUNCT eblip-23816 269 13 performance performance NOUN eblip-23816 269 14 . . PUNCT eblip-23816 270 1 austin austin PROPN eblip-23816 270 2 , , PUNCT eblip-23816 270 3 tx tx PROPN eblip-23816 270 4 : : PUNCT eblip-23816 270 5 texas texas PROPN eblip-23816 270 6 state state PROPN eblip-23816 270 7 library library PROPN eblip-23816 270 8 and and CCONJ eblip-23816 270 9 archives archive NOUN eblip-23816 270 10 commission commission PROPN eblip-23816 270 11 . . PUNCT eblip-23816 270 12     SPACE eblip-23816 271 1 texas texas PROPN eblip-23816 271 2 state state PROPN eblip-23816 271 3 library library PROPN eblip-23816 271 4 and and CCONJ eblip-23816 271 5 archives archive NOUN eblip-23816 271 6 commission commission PROPN eblip-23816 271 7 . . PUNCT eblip-23816 272 1 ( ( PUNCT eblip-23816 272 2 2005 2005 NUM eblip-23816 272 3 ) ) PUNCT eblip-23816 272 4 . . PUNCT eblip-23816 273 1 school school NOUN eblip-23816 273 2 library library NOUN eblip-23816 273 3 programs program NOUN eblip-23816 273 4 : : PUNCT eblip-23816 273 5 standards standard NOUN eblip-23816 273 6 and and CCONJ eblip-23816 273 7 guidelines guideline NOUN eblip-23816 273 8 for for ADP eblip-23816 273 9 texas texas PROPN eblip-23816 273 10 . . PUNCT eblip-23816 274 1 austin austin PROPN eblip-23816 274 2 , , PUNCT eblip-23816 274 3 tx tx PROPN eblip-23816 274 4 : : PUNCT eblip-23816 274 5 texas texas PROPN eblip-23816 274 6 state state PROPN eblip-23816 274 7 library library PROPN eblip-23816 274 8 and and CCONJ eblip-23816 274 9 archives archive NOUN eblip-23816 274 10 commission commission PROPN eblip-23816 274 11 . . PUNCT eblip-23816 274 12         SPACE eblip-23816 274 13 appendix appendix VERB eblip-23816 274 14 a a DET eblip-23816 274 15 school school NOUN eblip-23816 274 16 library library NOUN eblip-23816 274 17 program program NOUN eblip-23816 274 18 standards standard NOUN eblip-23816 274 19 ( ( PUNCT eblip-23816 274 20 california california PROPN eblip-23816 274 21 department department PROPN eblip-23816 274 22 of of ADP eblip-23816 274 23 education education PROPN eblip-23816 274 24 2011 2011 NUM eblip-23816 274 25 , , PUNCT eblip-23816 274 26 34 34 NUM eblip-23816 274 27 - - SYM eblip-23816 274 28 42 42 NUM eblip-23816 274 29 ) ) PUNCT eblip-23816 274 30     SPACE eblip-23816 274 31 full full ADJ eblip-23816 274 32 time time NOUN eblip-23816 274 33 teacher teacher NOUN eblip-23816 274 34 librarian librarian NOUN eblip-23816 274 35 ( ( PUNCT eblip-23816 274 36 .5 .5 NUM eblip-23816 274 37 for for ADP eblip-23816 274 38 schools school NOUN eblip-23816 274 39 with with ADP eblip-23816 274 40 enrollment enrollment NOUN eblip-23816 274 41 between between ADP eblip-23816 274 42 350 350 NUM eblip-23816 274 43 and and CCONJ eblip-23816 274 44 785 785 NUM eblip-23816 274 45 students student NOUN eblip-23816 274 46 ) ) PUNCT eblip-23816 274 47 full full ADJ eblip-23816 274 48 time time NOUN eblip-23816 274 49 paraprofessional paraprofessional ADJ eblip-23816 274 50 librarian librarian ADJ eblip-23816 274 51 assistant assistant NOUN eblip-23816 274 52 library library NOUN eblip-23816 274 53 open open ADJ eblip-23816 274 54 to to ADP eblip-23816 274 55 students student NOUN eblip-23816 274 56 at at ADP eblip-23816 274 57 least least ADV eblip-23816 274 58 36 36 NUM eblip-23816 274 59 hours hour NOUN eblip-23816 274 60 per per ADP eblip-23816 274 61 week week NOUN eblip-23816 274 62 integrated integrate VERB eblip-23816 274 63 library library NOUN eblip-23816 274 64 management management NOUN eblip-23816 274 65 system system NOUN eblip-23816 274 66 with with ADP eblip-23816 274 67 online online ADJ eblip-23816 274 68 public public ADJ eblip-23816 274 69 access access NOUN eblip-23816 274 70 capability capability NOUN eblip-23816 274 71 library library NOUN eblip-23816 274 72 web web NOUN eblip-23816 274 73 page page NOUN eblip-23816 274 74 internet internet NOUN eblip-23816 274 75 access access NOUN eblip-23816 274 76 for for ADP eblip-23816 274 77 students student NOUN eblip-23816 274 78 flexible flexible ADJ eblip-23816 274 79 scheduling scheduling NOUN eblip-23816 274 80 at at ADV eblip-23816 274 81 least least ADV eblip-23816 274 82 20 20 NUM eblip-23816 274 83 hours hour NOUN eblip-23816 274 84 per per ADP eblip-23816 274 85 week week NOUN eblip-23816 274 86 class class NOUN eblip-23816 274 87 set set NOUN eblip-23816 274 88 of of ADP eblip-23816 274 89 networked networked ADJ eblip-23816 274 90 computers computer NOUN eblip-23816 274 91 ( ( PUNCT eblip-23816 274 92 10 10 NUM eblip-23816 274 93 for for ADP eblip-23816 274 94 elementary elementary ADJ eblip-23816 274 95 , , PUNCT eblip-23816 274 96 15 15 NUM eblip-23816 274 97 for for ADP eblip-23816 274 98 middle middle ADJ eblip-23816 274 99 school school NOUN eblip-23816 274 100 , , PUNCT eblip-23816 274 101 25 25 NUM eblip-23816 274 102 for for ADP eblip-23816 274 103 high high ADJ eblip-23816 274 104 school school NOUN eblip-23816 274 105 ) ) PUNCT eblip-23816 274 106 facility facility NOUN eblip-23816 274 107 to to PART eblip-23816 274 108 accommodate accommodate VERB eblip-23816 274 109 one one NUM eblip-23816 274 110 class class NOUN eblip-23816 274 111 for for ADP eblip-23816 274 112 instruction instruction NOUN eblip-23816 274 113 and and CCONJ eblip-23816 274 114 small small ADJ eblip-23816 274 115 group group NOUN eblip-23816 274 116 independent independent ADJ eblip-23816 274 117 work work PROPN eblip-23816 274 118 collaborative collaborative ADJ eblip-23816 274 119 planning planning NOUN eblip-23816 274 120 and and CCONJ eblip-23816 274 121 teaching teaching NOUN eblip-23816 274 122 for for ADP eblip-23816 274 123 at at ADV eblip-23816 274 124 least least ADV eblip-23816 274 125 two two NUM eblip-23816 274 126 grade grade NOUN eblip-23816 274 127 levels level NOUN eblip-23816 274 128 or or CCONJ eblip-23816 274 129 departments department NOUN eblip-23816 274 130 at at ADV eblip-23816 274 131 least least ADV eblip-23816 274 132 20 20 NUM eblip-23816 274 133 hours hour NOUN eblip-23816 274 134 of of ADP eblip-23816 274 135 instruction instruction NOUN eblip-23816 274 136 per per ADP eblip-23816 274 137 week week NOUN eblip-23816 274 138 at at ADP eblip-23816 274 139 least least ADV eblip-23816 274 140 5 5 NUM eblip-23816 274 141 hours hour NOUN eblip-23816 274 142 of of ADP eblip-23816 274 143 management management NOUN eblip-23816 274 144 per per ADP eblip-23816 274 145 week week NOUN eblip-23816 274 146 reading read VERB eblip-23816 274 147 guidance guidance NOUN eblip-23816 274 148 current current ADJ eblip-23816 274 149 policies policy NOUN eblip-23816 274 150 , , PUNCT eblip-23816 274 151 procedures procedure NOUN eblip-23816 274 152 and and CCONJ eblip-23816 274 153 library library NOUN eblip-23816 274 154 plan plan NOUN eblip-23816 274 155 , , PUNCT eblip-23816 274 156 including include VERB eblip-23816 274 157 assessment assessment NOUN eblip-23816 274 158 at at ADP eblip-23816 274 159 least least ADV eblip-23816 274 160 two two NUM eblip-23816 274 161 online online ADJ eblip-23816 274 162 subscription subscription NOUN eblip-23816 274 163 databases database NOUN eblip-23816 274 164 print print NOUN eblip-23816 274 165 magazines magazine NOUN eblip-23816 274 166 ( ( PUNCT eblip-23816 274 167 25 25 NUM eblip-23816 274 168 for for ADP eblip-23816 274 169 elementary elementary ADJ eblip-23816 274 170 , , PUNCT eblip-23816 274 171 20 20 NUM eblip-23816 274 172 for for ADP eblip-23816 274 173 middle middle ADJ eblip-23816 274 174 school school NOUN eblip-23816 274 175 , , PUNCT eblip-23816 274 176 15 15 NUM eblip-23816 274 177 for for ADP eblip-23816 274 178 high high ADJ eblip-23816 274 179 school school NOUN eblip-23816 274 180 ) ) PUNCT eblip-23816 274 181 at at ADP eblip-23816 274 182 least least ADJ eblip-23816 274 183 two two NUM eblip-23816 274 184 - - PUNCT eblip-23816 274 185 thirds third NOUN eblip-23816 274 186 of of ADP eblip-23816 274 187 the the DET eblip-23816 274 188 collection collection NOUN eblip-23816 274 189 less less ADJ eblip-23816 274 190 than than ADP eblip-23816 274 191 15 15 NUM eblip-23816 274 192 years year NOUN eblip-23816 274 193 old old ADJ eblip-23816 274 194 at at ADP eblip-23816 274 195 least least ADV eblip-23816 274 196 28 28 NUM eblip-23816 274 197 books book NOUN eblip-23816 274 198 per per ADP eblip-23816 274 199 student student NOUN eblip-23816 274 200 one one NUM eblip-23816 274 201 book book NOUN eblip-23816 274 202 per per ADP eblip-23816 274 203 student student NOUN eblip-23816 274 204 added add VERB eblip-23816 274 205 per per ADP eblip-23816 274 206 year year NOUN eblip-23816 274 207 for for ADP eblip-23816 274 208 elementary elementary ADJ eblip-23816 274 209 and and CCONJ eblip-23816 274 210 middle middle ADJ eblip-23816 274 211 school school NOUN eblip-23816 274 212 ; ; PUNCT eblip-23816 274 213 one one NUM eblip-23816 274 214 book book NOUN eblip-23816 274 215 per per ADP eblip-23816 274 216 two two NUM eblip-23816 274 217 students student NOUN eblip-23816 274 218 for for ADP eblip-23816 274 219 high high ADJ eblip-23816 274 220 school school NOUN eblip-23816 274 221         SPACE eblip-23816 274 222 appendix appendix VERB eblip-23816 274 223 b b NOUN eblip-23816 274 224 2011 2011 NUM eblip-23816 274 225 - - SYM eblip-23816 274 226 2012 2012 NUM eblip-23816 274 227 school school NOUN eblip-23816 274 228 library library NOUN eblip-23816 274 229 program program NOUN eblip-23816 274 230 variables variable NOUN eblip-23816 274 231 meeting meet VERB eblip-23816 274 232 state state NOUN eblip-23816 274 233 standards standard NOUN eblip-23816 274 234     SPACE eblip-23816 274 235 total total NOUN eblip-23816 274 236 n=3628 n=3628 PROPN eblip-23816 275 1 ( ( PUNCT eblip-23816 275 2 8 8 NUM eblip-23816 275 3 missing missing ADJ eblip-23816 275 4 ) ) PUNCT eblip-23816 275 5     SPACE eblip-23816 275 6 elementary elementary PROPN eblip-23816 275 7 n= n= PROPN eblip-23816 275 8 2591 2591 NUM eblip-23816 275 9 ( ( PUNCT eblip-23816 275 10 6 6 NUM eblip-23816 275 11 missing missing ADJ eblip-23816 275 12 ) ) PUNCT eblip-23816 275 13     SPACE eblip-23816 275 14 n= n= ADJ eblip-23816 275 15 533 533 NUM eblip-23816 275 16       SPACE eblip-23816 275 17 hs hs PROPN eblip-23816 275 18 n= n= ADJ eblip-23816 275 19 498 498 NUM eblip-23816 275 20 ( ( PUNCT eblip-23816 275 21 2 2 NUM eblip-23816 275 22 missing missing ADJ eblip-23816 275 23 ) ) PUNCT eblip-23816 275 24 variable variable ADJ eblip-23816 275 25 elemen eleman NOUN eblip-23816 275 26 tary tary PROPN eblip-23816 276 1 ms ms PROPN eblip-23816 276 2 hs hs PROPN eblip-23816 276 3 total total ADJ eblip-23816 276 4 # # PROPN eblip-23816 276 5 meeting meeting NOUN eblip-23816 276 6 standard standard ADJ eblip-23816 276 7 total total ADJ eblip-23816 276 8 % % NOUN eblip-23816 276 9 meeting meeting NOUN eblip-23816 276 10 standard standard NOUN eblip-23816 276 11 credentialed credentiale VERB eblip-23816 276 12 full full ADJ eblip-23816 276 13 - - PUNCT eblip-23816 276 14 time time NOUN eblip-23816 276 15 teacher teacher NOUN eblip-23816 276 16 librarian librarian NOUN eblip-23816 276 17 299 299 NUM eblip-23816 276 18 ( ( PUNCT eblip-23816 276 19 11.6 11.6 NUM eblip-23816 276 20 % % NOUN eblip-23816 276 21 ) ) PUNCT eblip-23816 276 22 188 188 NUM eblip-23816 276 23 ( ( PUNCT eblip-23816 276 24 35.2 35.2 NUM eblip-23816 276 25 % % NOUN eblip-23816 276 26 ) ) PUNCT eblip-23816 276 27 330 330 NUM eblip-23816 276 28 ( ( PUNCT eblip-23816 276 29 66.3 66.3 NUM eblip-23816 276 30 % % NOUN eblip-23816 276 31 ) ) PUNCT eblip-23816 276 32 818 818 NUM eblip-23816 276 33 22.6 22.6 NUM eblip-23816 276 34 paraprofessional paraprofessional ADJ eblip-23816 276 35 2590 2590 NUM eblip-23816 276 36 ( ( PUNCT eblip-23816 276 37 99.7 99.7 NUM eblip-23816 276 38 % % NOUN eblip-23816 276 39 ) ) PUNCT eblip-23816 276 40 447 447 NUM eblip-23816 276 41 ( ( PUNCT eblip-23816 276 42 83.9 83.9 NUM eblip-23816 276 43 % % NOUN eblip-23816 276 44 ) ) PUNCT eblip-23816 276 45 373 373 NUM eblip-23816 276 46 ( ( PUNCT eblip-23816 276 47 74.6 74.6 NUM eblip-23816 276 48 % % NOUN eblip-23816 276 49 ) ) PUNCT eblip-23816 276 50 2927 2927 NUM eblip-23816 276 51 80.7 80.7 NUM eblip-23816 276 52 open open ADJ eblip-23816 276 53 before before ADP eblip-23816 276 54 school school NOUN eblip-23816 276 55 1069 1069 NUM eblip-23816 276 56 ( ( PUNCT eblip-23816 276 57 41.2 41.2 NUM eblip-23816 276 58 % % NOUN eblip-23816 276 59 ) ) PUNCT eblip-23816 276 60 421 421 NUM eblip-23816 276 61 ( ( PUNCT eblip-23816 276 62 79 79 NUM eblip-23816 276 63 % % NOUN eblip-23816 276 64 ) ) PUNCT eblip-23816 276 65 428 428 NUM eblip-23816 276 66 ( ( PUNCT eblip-23816 276 67 85.6 85.6 NUM eblip-23816 276 68 % % NOUN eblip-23816 276 69 ) ) PUNCT eblip-23816 276 70 1917 1917 NUM eblip-23816 276 71 53 53 NUM eblip-23816 276 72 open open ADJ eblip-23816 276 73 for for ADP eblip-23816 276 74 classes class NOUN eblip-23816 276 75 2479 2479 NUM eblip-23816 276 76 ( ( PUNCT eblip-23816 276 77 95.5 95.5 NUM eblip-23816 276 78 % % NOUN eblip-23816 276 79 ) ) PUNCT eblip-23816 276 80 513 513 NUM eblip-23816 276 81 ( ( PUNCT eblip-23816 276 82 6.2 6.2 NUM eblip-23816 276 83 % % NOUN eblip-23816 276 84 ) ) PUNCT eblip-23816 276 85 482 482 NUM eblip-23816 276 86 ( ( PUNCT eblip-23816 276 87 96.4 96.4 NUM eblip-23816 276 88 % % NOUN eblip-23816 276 89 ) ) PUNCT eblip-23816 276 90 3620 3620 NUM eblip-23816 276 91 95.9 95.9 NUM eblip-23816 276 92 open open ADJ eblip-23816 276 93 during during ADP eblip-23816 276 94 breaks break NOUN eblip-23816 276 95 1721 1721 NUM eblip-23816 276 96 ( ( PUNCT eblip-23816 276 97 66.3 66.3 NUM eblip-23816 276 98 % % NOUN eblip-23816 276 99 ) ) PUNCT eblip-23816 276 100 440 440 NUM eblip-23816 276 101 ( ( PUNCT eblip-23816 276 102 82.6 82.6 NUM eblip-23816 276 103 % % NOUN eblip-23816 276 104 ) ) PUNCT eblip-23816 276 105 437 437 NUM eblip-23816 276 106 ( ( PUNCT eblip-23816 276 107 87.4 87.4 NUM eblip-23816 276 108 % % NOUN eblip-23816 276 109 ) ) PUNCT eblip-23816 276 110 2597 2597 NUM eblip-23816 276 111 71.7 71.7 NUM eblip-23816 276 112 open open ADJ eblip-23816 276 113 during during ADP eblip-23816 276 114 lunch lunch NOUN eblip-23816 276 115 1483 1483 NUM eblip-23816 276 116 ( ( PUNCT eblip-23816 276 117 57.1 57.1 NUM eblip-23816 276 118 % % NOUN eblip-23816 276 119 ) ) PUNCT eblip-23816 276 120 486 486 NUM eblip-23816 276 121 ( ( PUNCT eblip-23816 276 122 91.2 91.2 NUM eblip-23816 276 123 % % NOUN eblip-23816 276 124 ) ) PUNCT eblip-23816 276 125 447 447 NUM eblip-23816 276 126 ( ( PUNCT eblip-23816 276 127 89.4 89.4 NUM eblip-23816 276 128 % % NOUN eblip-23816 276 129 ) ) PUNCT eblip-23816 276 130 2414 2414 NUM eblip-23816 276 131 66.5 66.5 NUM eblip-23816 276 132 open open ADJ eblip-23816 276 133 after after ADP eblip-23816 276 134 school school NOUN eblip-23816 276 135 1085 1085 NUM eblip-23816 276 136     SPACE eblip-23816 276 137 41.8 41.8 NUM eblip-23816 276 138 % % NOUN eblip-23816 276 139 ) ) PUNCT eblip-23816 276 140 391 391 NUM eblip-23816 276 141 ( ( PUNCT eblip-23816 276 142 73.4 73.4 NUM eblip-23816 276 143 % % NOUN eblip-23816 276 144 ) ) PUNCT eblip-23816 276 145 420 420 NUM eblip-23816 276 146 ( ( PUNCT eblip-23816 276 147 84 84 NUM eblip-23816 276 148 % % NOUN eblip-23816 276 149 ) ) PUNCT eblip-23816 276 150 1895 1895 NUM eblip-23816 276 151 52.3 52.3 NUM eblip-23816 276 152 open open ADJ eblip-23816 276 153 evenings evening NOUN eblip-23816 276 154 55 55 NUM eblip-23816 276 155 ( ( PUNCT eblip-23816 276 156 2.1 2.1 NUM eblip-23816 276 157 % % NOUN eblip-23816 276 158 ) ) PUNCT eblip-23816 276 159 16 16 NUM eblip-23816 276 160 ( ( PUNCT eblip-23816 276 161 3 3 NUM eblip-23816 276 162 % % NOUN eblip-23816 276 163 ) ) PUNCT eblip-23816 276 164 61 61 NUM eblip-23816 276 165 ( ( PUNCT eblip-23816 276 166 12.2 12.2 NUM eblip-23816 276 167 % % NOUN eblip-23816 276 168 ) ) PUNCT eblip-23816 276 169 132 132 NUM eblip-23816 276 170 3.6 3.6 NUM eblip-23816 276 171 open open ADJ eblip-23816 276 172 weekends weekend NOUN eblip-23816 276 173 7 7 NUM eblip-23816 276 174 ( ( PUNCT eblip-23816 276 175 0.3 0.3 NUM eblip-23816 276 176 % % NOUN eblip-23816 276 177 ) ) PUNCT eblip-23816 276 178 1 1 NUM eblip-23816 276 179 ( ( PUNCT eblip-23816 276 180 0.2 0.2 NUM eblip-23816 276 181 % % NOUN eblip-23816 276 182 ) ) PUNCT eblip-23816 276 183 19 19 NUM eblip-23816 276 184 ( ( PUNCT eblip-23816 276 185 3.8 3.8 NUM eblip-23816 276 186 % % NOUN eblip-23816 276 187 ) ) PUNCT eblip-23816 276 188 27 27 NUM eblip-23816 276 189 0.7 0.7 NUM eblip-23816 276 190 open open ADJ eblip-23816 276 191 summers summer NOUN eblip-23816 276 192 51 51 NUM eblip-23816 276 193 ( ( PUNCT eblip-23816 276 194 2 2 NUM eblip-23816 276 195 % % NOUN eblip-23816 276 196 ) ) PUNCT eblip-23816 276 197 6 6 NUM eblip-23816 276 198 ( ( PUNCT eblip-23816 276 199 1.1 1.1 NUM eblip-23816 276 200 % % NOUN eblip-23816 276 201 ) ) PUNCT eblip-23816 276 202 50 50 NUM eblip-23816 276 203 ( ( PUNCT eblip-23816 276 204 10 10 NUM eblip-23816 276 205 % % NOUN eblip-23816 276 206 ) ) PUNCT eblip-23816 276 207         SPACE eblip-23816 276 208 used use VERB eblip-23816 276 209 instructional instructional ADJ eblip-23816 276 210 materials material NOUN eblip-23816 276 211 funds fund NOUN eblip-23816 276 212 81 81 NUM eblip-23816 276 213 ( ( PUNCT eblip-23816 276 214 3.1 3.1 NUM eblip-23816 276 215 % % NOUN eblip-23816 276 216 ) ) PUNCT eblip-23816 276 217 39 39 NUM eblip-23816 276 218 ( ( PUNCT eblip-23816 276 219 7.3 7.3 NUM eblip-23816 276 220 % % NOUN eblip-23816 276 221 ) ) PUNCT eblip-23816 276 222 44 44 NUM eblip-23816 276 223 ( ( PUNCT eblip-23816 276 224 8.8 8.8 NUM eblip-23816 276 225 % % NOUN eblip-23816 276 226 ) ) PUNCT eblip-23816 276 227 164 164 NUM eblip-23816 276 228 4.5 4.5 NUM eblip-23816 276 229 used use VERB eblip-23816 276 230 state state NOUN eblip-23816 276 231 lottery lottery NOUN eblip-23816 276 232 funds fund NOUN eblip-23816 276 233 182 182 NUM eblip-23816 276 234 ( ( PUNCT eblip-23816 276 235 7 7 NUM eblip-23816 276 236 % % NOUN eblip-23816 276 237 ) ) PUNCT eblip-23816 276 238 49 49 NUM eblip-23816 276 239 ( ( PUNCT eblip-23816 276 240 9.2 9.2 NUM eblip-23816 276 241 % % NOUN eblip-23816 276 242 ) ) PUNCT eblip-23816 276 243 57 57 NUM eblip-23816 276 244 ( ( PUNCT eblip-23816 276 245 11.4 11.4 NUM eblip-23816 276 246 % % NOUN eblip-23816 276 247 ) ) PUNCT eblip-23816 276 248 287 287 NUM eblip-23816 276 249 7.9 7.9 NUM eblip-23816 276 250 used use VERB eblip-23816 276 251 per per ADP eblip-23816 276 252 pupil pupil NOUN eblip-23816 276 253 allotment allotment NOUN eblip-23816 276 254 funds fund NOUN eblip-23816 276 255 255 255 NUM eblip-23816 276 256 ( ( PUNCT eblip-23816 276 257 9.8 9.8 NUM eblip-23816 276 258 % % NOUN eblip-23816 276 259 ) ) PUNCT eblip-23816 276 260 57 57 NUM eblip-23816 276 261 ( ( PUNCT eblip-23816 276 262 10.7 10.7 NUM eblip-23816 276 263 % % NOUN eblip-23816 276 264 ) ) PUNCT eblip-23816 276 265 70 70 NUM eblip-23816 276 266 ( ( PUNCT eblip-23816 276 267 14 14 NUM eblip-23816 276 268 % % NOUN eblip-23816 276 269 ) ) PUNCT eblip-23816 276 270 383 383 NUM eblip-23816 276 271 10.6 10.6 NUM eblip-23816 276 272 used use VERB eblip-23816 276 273 general general ADJ eblip-23816 276 274 funds fund NOUN eblip-23816 276 275 569 569 NUM eblip-23816 276 276 ( ( PUNCT eblip-23816 276 277 21.9 21.9 NUM eblip-23816 276 278 % % NOUN eblip-23816 276 279 ) ) PUNCT eblip-23816 276 280 190 190 NUM eblip-23816 276 281 ( ( PUNCT eblip-23816 276 282 5.6 5.6 NUM eblip-23816 276 283 % % NOUN eblip-23816 276 284 ) ) PUNCT eblip-23816 276 285 252 252 NUM eblip-23816 276 286 ( ( PUNCT eblip-23816 276 287 50.4 50.4 NUM eblip-23816 276 288 % % NOUN eblip-23816 276 289 ) ) PUNCT eblip-23816 276 290 1009 1009 NUM eblip-23816 276 291 27.8 27.8 NUM eblip-23816 276 292 received receive VERB eblip-23816 276 293 block block NOUN eblip-23816 276 294 grant grant NOUN eblip-23816 276 295 296 296 NUM eblip-23816 276 296 ( ( PUNCT eblip-23816 276 297 11.4 11.4 NUM eblip-23816 276 298 % % NOUN eblip-23816 276 299 ) ) PUNCT eblip-23816 276 300 78 78 NUM eblip-23816 276 301 ( ( PUNCT eblip-23816 276 302 14.6 14.6 NUM eblip-23816 276 303 % % NOUN eblip-23816 276 304 ) ) PUNCT eblip-23816 276 305 68 68 NUM eblip-23816 276 306 ( ( PUNCT eblip-23816 276 307 13.6 13.6 NUM eblip-23816 276 308 % % NOUN eblip-23816 276 309 ) ) PUNCT eblip-23816 276 310 441 441 NUM eblip-23816 276 311 12.2 12.2 NUM eblip-23816 276 312 did do AUX eblip-23816 276 313 fundraising fundraise VERB eblip-23816 276 314 1398 1398 NUM eblip-23816 276 315 ( ( PUNCT eblip-23816 276 316 53.8 53.8 NUM eblip-23816 276 317 % % NOUN eblip-23816 276 318 ) ) PUNCT eblip-23816 276 319 298 298 NUM eblip-23816 276 320 ( ( PUNCT eblip-23816 276 321 55.9 55.9 NUM eblip-23816 276 322 % % NOUN eblip-23816 276 323 ) ) PUNCT eblip-23816 276 324 128 128 NUM eblip-23816 276 325 ( ( PUNCT eblip-23816 276 326 25.6 25.6 NUM eblip-23816 276 327 % % NOUN eblip-23816 276 328 ) ) PUNCT eblip-23816 276 329 1825 1825 NUM eblip-23816 276 330 50.3 50.3 NUM eblip-23816 276 331 used use VERB eblip-23816 276 332 title title NOUN eblip-23816 276 333 i i PRON eblip-23816 276 334 funding fund VERB eblip-23816 276 335 23 23 NUM eblip-23816 276 336 ( ( PUNCT eblip-23816 276 337 7.8 7.8 NUM eblip-23816 276 338 % % NOUN eblip-23816 276 339 ) ) PUNCT eblip-23816 276 340 72 72 NUM eblip-23816 276 341 ( ( PUNCT eblip-23816 276 342 13.5 13.5 NUM eblip-23816 276 343 % % NOUN eblip-23816 276 344 ) ) PUNCT eblip-23816 276 345 56 56 NUM eblip-23816 276 346 ( ( PUNCT eblip-23816 276 347 11.2 11.2 NUM eblip-23816 276 348 % % NOUN eblip-23816 276 349 ) ) PUNCT eblip-23816 276 350 364 364 NUM eblip-23816 276 351 10.0 10.0 NUM eblip-23816 276 352 used use VERB eblip-23816 276 353 title title NOUN eblip-23816 276 354 v v ADP eblip-23816 276 355 funding funding NOUN eblip-23816 276 356 6 6 NUM eblip-23816 276 357 ( ( PUNCT eblip-23816 276 358 0.2 0.2 NUM eblip-23816 276 359 % % NOUN eblip-23816 276 360 ) ) PUNCT eblip-23816 276 361 5 5 NUM eblip-23816 276 362 ( ( PUNCT eblip-23816 276 363 0.9 0.9 NUM eblip-23816 276 364 % % NOUN eblip-23816 276 365 ) ) PUNCT eblip-23816 276 366 3 3 NUM eblip-23816 276 367 ( ( PUNCT eblip-23816 276 368 0.6 0.6 NUM eblip-23816 276 369 % % NOUN eblip-23816 276 370 ) ) PUNCT eblip-23816 276 371 14 14 NUM eblip-23816 276 372 0.4 0.4 NUM eblip-23816 276 373 use use VERB eblip-23816 276 374 local local ADJ eblip-23816 276 375 bond bond NOUN eblip-23816 276 376 funding funding NOUN eblip-23816 276 377 66 66 NUM eblip-23816 276 378 ( ( PUNCT eblip-23816 276 379 2.5 2.5 NUM eblip-23816 276 380 % % NOUN eblip-23816 276 381 ) ) PUNCT eblip-23816 276 382 13 13 NUM eblip-23816 276 383 ( ( PUNCT eblip-23816 276 384 2.4 2.4 NUM eblip-23816 276 385 % % NOUN eblip-23816 276 386 ) ) PUNCT eblip-23816 276 387 11 11 NUM eblip-23816 276 388 ( ( PUNCT eblip-23816 276 389 2.2 2.2 NUM eblip-23816 276 390 % % NOUN eblip-23816 276 391 ) ) PUNCT eblip-23816 276 392 91 91 NUM eblip-23816 276 393 2.5 2.5 NUM eblip-23816 276 394 received receive VERB eblip-23816 276 395 other other ADJ eblip-23816 276 396 grant grant NOUN eblip-23816 276 397 funding fund VERB eblip-23816 276 398 1 1 NUM eblip-23816 276 399 ( ( PUNCT eblip-23816 276 400 0.2 0.2 NUM eblip-23816 276 401 % % NOUN eblip-23816 276 402 ) ) PUNCT eblip-23816 276 403 1 1 NUM eblip-23816 276 404 ( ( PUNCT eblip-23816 276 405 0.2 0.2 NUM eblip-23816 276 406 % % NOUN eblip-23816 276 407 ) ) PUNCT eblip-23816 276 408 2 2 NUM eblip-23816 276 409 ( ( PUNCT eblip-23816 276 410 0.4 0.4 NUM eblip-23816 276 411 % % NOUN eblip-23816 276 412 ) ) PUNCT eblip-23816 276 413 7 7 NUM eblip-23816 276 414 0.2 0.2 NUM eblip-23816 276 415 received receive VERB eblip-23816 276 416 start start NOUN eblip-23816 276 417 - - PUNCT eblip-23816 276 418 up up ADP eblip-23816 276 419 funds fund NOUN eblip-23816 276 420 16 16 NUM eblip-23816 276 421 ( ( PUNCT eblip-23816 276 422 0.6 0.6 NUM eblip-23816 276 423 % % NOUN eblip-23816 276 424 ) ) PUNCT eblip-23816 276 425 1 1 NUM eblip-23816 276 426 ( ( PUNCT eblip-23816 276 427 0.2 0.2 NUM eblip-23816 276 428 % % NOUN eblip-23816 276 429 ) ) PUNCT eblip-23816 276 430 2 2 NUM eblip-23816 276 431 ( ( PUNCT eblip-23816 276 432 0.4 0.4 NUM eblip-23816 276 433 % % NOUN eblip-23816 276 434 ) ) PUNCT eblip-23816 276 435 19 19 NUM eblip-23816 276 436 0.5 0.5 NUM eblip-23816 276 437 received receive VERB eblip-23816 276 438 other other ADJ eblip-23816 276 439 funding fund VERB eblip-23816 276 440 323 323 NUM eblip-23816 276 441 ( ( PUNCT eblip-23816 276 442 2.4 2.4 NUM eblip-23816 276 443 % % NOUN eblip-23816 276 444 ) ) PUNCT eblip-23816 276 445 75 75 NUM eblip-23816 276 446 ( ( PUNCT eblip-23816 276 447 14.1 14.1 NUM eblip-23816 276 448 % % NOUN eblip-23816 276 449 ) ) PUNCT eblip-23816 276 450 92 92 NUM eblip-23816 276 451 ( ( PUNCT eblip-23816 276 452 18.4 18.4 NUM eblip-23816 276 453 % % NOUN eblip-23816 276 454 ) ) PUNCT eblip-23816 276 455 490 490 NUM eblip-23816 276 456 13.5 13.5 NUM eblip-23816 276 457 did do AUX eblip-23816 276 458 online online ADJ eblip-23816 276 459 publishing publish VERB eblip-23816 276 460 165 165 NUM eblip-23816 276 461 ( ( PUNCT eblip-23816 276 462 6.4 6.4 NUM eblip-23816 276 463 % % NOUN eblip-23816 276 464 ) ) PUNCT eblip-23816 276 465 74 74 NUM eblip-23816 276 466 ( ( PUNCT eblip-23816 276 467 13.9 13.9 NUM eblip-23816 276 468 % % NOUN eblip-23816 276 469 ) ) PUNCT eblip-23816 276 470 135 135 NUM eblip-23816 276 471 ( ( PUNCT eblip-23816 276 472 27 27 NUM eblip-23816 276 473 % % NOUN eblip-23816 276 474 ) ) PUNCT eblip-23816 276 475 374 374 NUM eblip-23816 276 476 10.3 10.3 NUM eblip-23816 276 477 share share NOUN eblip-23816 276 478 photos photo NOUN eblip-23816 276 479 online online ADV eblip-23816 276 480 96 96 NUM eblip-23816 276 481 ( ( PUNCT eblip-23816 276 482 3.7 3.7 NUM eblip-23816 276 483 % % NOUN eblip-23816 276 484 ) ) PUNCT eblip-23816 276 485 51 51 NUM eblip-23816 276 486 ( ( PUNCT eblip-23816 276 487 9.6 9.6 NUM eblip-23816 276 488 % % NOUN eblip-23816 276 489 ) ) PUNCT eblip-23816 276 490 89 89 NUM eblip-23816 276 491 ( ( PUNCT eblip-23816 276 492 17.8 17.8 NUM eblip-23816 276 493 % % NOUN eblip-23816 276 494 ) ) PUNCT eblip-23816 276 495 236 236 NUM eblip-23816 276 496 6.5 6.5 NUM eblip-23816 276 497 used use VERB eblip-23816 276 498 a a DET eblip-23816 276 499 news news NOUN eblip-23816 276 500 feed feed NOUN eblip-23816 276 501 83 83 NUM eblip-23816 276 502 ( ( PUNCT eblip-23816 276 503 3.2 3.2 NUM eblip-23816 276 504 % % NOUN eblip-23816 276 505 ) ) PUNCT eblip-23816 276 506 46 46 NUM eblip-23816 276 507 ( ( PUNCT eblip-23816 276 508 8.6 8.6 NUM eblip-23816 276 509 % % NOUN eblip-23816 276 510 ) ) PUNCT eblip-23816 276 511 65 65 NUM eblip-23816 276 512 ( ( PUNCT eblip-23816 276 513 13 13 NUM eblip-23816 276 514 % % NOUN eblip-23816 276 515 ) ) PUNCT eblip-23816 276 516 195 195 NUM eblip-23816 276 517 5.4 5.4 NUM eblip-23816 276 518 generated generate VERB eblip-23816 276 519 digital digital ADJ eblip-23816 276 520 images image NOUN eblip-23816 276 521 61 61 NUM eblip-23816 276 522 ( ( PUNCT eblip-23816 276 523 2.3 2.3 NUM eblip-23816 276 524 % % NOUN eblip-23816 276 525 ) ) PUNCT eblip-23816 276 526 38 38 NUM eblip-23816 276 527 ( ( PUNCT eblip-23816 276 528 7.1 7.1 NUM eblip-23816 276 529 % % NOUN eblip-23816 276 530 ) ) PUNCT eblip-23816 276 531 61 61 NUM eblip-23816 276 532 ( ( PUNCT eblip-23816 276 533 12.2 12.2 NUM eblip-23816 276 534 % % NOUN eblip-23816 276 535 ) ) PUNCT eblip-23816 276 536 160 160 NUM eblip-23816 276 537 4.4 4.4 NUM eblip-23816 276 538 used use VERB eblip-23816 276 539 social social ADJ eblip-23816 276 540 bookmarks bookmark NOUN eblip-23816 276 541 44 44 NUM eblip-23816 276 542 ( ( PUNCT eblip-23816 276 543 1.7 1.7 NUM eblip-23816 276 544 % % NOUN eblip-23816 276 545 ) ) PUNCT eblip-23816 276 546 28 28 NUM eblip-23816 276 547 ( ( PUNCT eblip-23816 276 548 5.3 5.3 NUM eblip-23816 276 549 % % NOUN eblip-23816 276 550 ) ) PUNCT eblip-23816 276 551 61 61 NUM eblip-23816 276 552 ( ( PUNCT eblip-23816 276 553 12.2 12.2 NUM eblip-23816 276 554 % % NOUN eblip-23816 276 555 ) ) PUNCT eblip-23816 276 556 133 133 NUM eblip-23816 276 557 3.7 3.7 NUM eblip-23816 276 558 used use VERB eblip-23816 276 559 wikis wiki NOUN eblip-23816 276 560 249 249 NUM eblip-23816 276 561 ( ( PUNCT eblip-23816 276 562 9.6 9.6 NUM eblip-23816 276 563 % % NOUN eblip-23816 276 564 ) ) PUNCT eblip-23816 276 565 113 113 NUM eblip-23816 276 566 ( ( PUNCT eblip-23816 276 567 21.2 21.2 NUM eblip-23816 276 568 % % NOUN eblip-23816 276 569 ) ) PUNCT eblip-23816 276 570 126 126 NUM eblip-23816 276 571 ( ( PUNCT eblip-23816 276 572 25.2 25.2 NUM eblip-23816 276 573 % % NOUN eblip-23816 276 574 ) ) PUNCT eblip-23816 276 575 488 488 NUM eblip-23816 276 576 13.5 13.5 NUM eblip-23816 276 577 used use VERB eblip-23816 276 578 online online ADJ eblip-23816 276 579 productivity productivity NOUN eblip-23816 276 580 tools tool NOUN eblip-23816 276 581 451 451 NUM eblip-23816 276 582 ( ( PUNCT eblip-23816 276 583 17.4 17.4 NUM eblip-23816 276 584 % % NOUN eblip-23816 276 585 ) ) PUNCT eblip-23816 276 586 209 209 NUM eblip-23816 276 587 ( ( PUNCT eblip-23816 276 588 39.2 39.2 NUM eblip-23816 276 589 % % NOUN eblip-23816 276 590 ) ) PUNCT eblip-23816 276 591 298 298 NUM eblip-23816 276 592 ( ( PUNCT eblip-23816 276 593 59.6 59.6 NUM eblip-23816 276 594 % % NOUN eblip-23816 276 595 ) ) PUNCT eblip-23816 276 596 957 957 NUM eblip-23816 276 597 26.5 26.5 NUM eblip-23816 276 598 used use VERB eblip-23816 276 599 online online ADJ eblip-23816 276 600 social social ADJ eblip-23816 276 601 libraries library NOUN eblip-23816 276 602 95 95 NUM eblip-23816 276 603 ( ( PUNCT eblip-23816 276 604 3.7 3.7 NUM eblip-23816 276 605 % % NOUN eblip-23816 276 606 ) ) PUNCT eblip-23816 276 607 42 42 NUM eblip-23816 276 608 ( ( PUNCT eblip-23816 276 609 7.9 7.9 NUM eblip-23816 276 610 % % NOUN eblip-23816 276 611 ) ) PUNCT eblip-23816 276 612 68 68 NUM eblip-23816 276 613 ( ( PUNCT eblip-23816 276 614 13.6 13.6 NUM eblip-23816 276 615 % % NOUN eblip-23816 276 616 ) ) PUNCT eblip-23816 276 617 205 205 NUM eblip-23816 276 618 5.7 5.7 NUM eblip-23816 276 619 used use VERB eblip-23816 276 620 online online ADJ eblip-23816 276 621 videos video NOUN eblip-23816 276 622 402 402 NUM eblip-23816 276 623 ( ( PUNCT eblip-23816 276 624 15.5 15.5 NUM eblip-23816 276 625 % % NOUN eblip-23816 276 626 ) ) PUNCT eblip-23816 276 627 154 154 NUM eblip-23816 276 628 ( ( PUNCT eblip-23816 276 629 28.9 28.9 NUM eblip-23816 276 630 % % NOUN eblip-23816 276 631 ) ) PUNCT eblip-23816 276 632 218 218 NUM eblip-23816 276 633 ( ( PUNCT eblip-23816 276 634 43.6 43.6 NUM eblip-23816 276 635 % % NOUN eblip-23816 276 636 ) ) PUNCT eblip-23816 276 637 774 774 NUM eblip-23816 276 638 21.3 21.3 NUM eblip-23816 276 639 downloaded download VERB eblip-23816 276 640 audio audio ADJ eblip-23816 276 641 files file NOUN eblip-23816 276 642 182 182 NUM eblip-23816 276 643 ( ( PUNCT eblip-23816 276 644 7 7 NUM eblip-23816 276 645 % % NOUN eblip-23816 276 646 ) ) PUNCT eblip-23816 276 647 72 72 NUM eblip-23816 276 648 ( ( PUNCT eblip-23816 276 649 13.5 13.5 NUM eblip-23816 276 650 % % NOUN eblip-23816 276 651 ) ) PUNCT eblip-23816 276 652 95 95 NUM eblip-23816 276 653 ( ( PUNCT eblip-23816 276 654 19 19 NUM eblip-23816 276 655 % % NOUN eblip-23816 276 656 ) ) PUNCT eblip-23816 276 657 349 349 NUM eblip-23816 276 658 9.6 9.6 NUM eblip-23816 276 659 used use VERB eblip-23816 276 660 ebooks ebook NOUN eblip-23816 276 661 and and CCONJ eblip-23816 276 662 audiobooks audiobook NOUN eblip-23816 276 663 421 421 NUM eblip-23816 276 664 ( ( PUNCT eblip-23816 276 665 16.2 16.2 NUM eblip-23816 276 666 % % NOUN eblip-23816 276 667 ) ) PUNCT eblip-23816 276 668 141 141 NUM eblip-23816 276 669 ( ( PUNCT eblip-23816 276 670 26.5 26.5 NUM eblip-23816 276 671 % % NOUN eblip-23816 276 672 ) ) PUNCT eblip-23816 276 673 188 188 NUM eblip-23816 276 674 ( ( PUNCT eblip-23816 276 675 37.6 37.6 NUM eblip-23816 276 676 % % NOUN eblip-23816 276 677 ) ) PUNCT eblip-23816 276 678 751 751 NUM eblip-23816 276 679 20.7 20.7 NUM eblip-23816 276 680 used use VERB eblip-23816 276 681 learning learn VERB eblip-23816 276 682 management management NOUN eblip-23816 276 683 systems system NOUN eblip-23816 276 684 107 107 NUM eblip-23816 276 685 ( ( PUNCT eblip-23816 276 686 4.1 4.1 NUM eblip-23816 276 687 % % NOUN eblip-23816 276 688 ) ) PUNCT eblip-23816 276 689 51 51 NUM eblip-23816 276 690 ( ( PUNCT eblip-23816 276 691 9.6 9.6 NUM eblip-23816 276 692 % % NOUN eblip-23816 276 693 ) ) PUNCT eblip-23816 276 694 86 86 NUM eblip-23816 276 695 ( ( PUNCT eblip-23816 276 696 17.2 17.2 NUM eblip-23816 276 697 % % NOUN eblip-23816 276 698 ) ) PUNCT eblip-23816 276 699 244 244 NUM eblip-23816 276 700 6.7 6.7 NUM eblip-23816 276 701 provided provide VERB eblip-23816 276 702 opac opac PROPN eblip-23816 276 703 2157 2157 NUM eblip-23816 276 704 ( ( PUNCT eblip-23816 276 705 83.1 83.1 NUM eblip-23816 276 706 % % NOUN eblip-23816 276 707 ) ) PUNCT eblip-23816 276 708 488 488 NUM eblip-23816 276 709 ( ( PUNCT eblip-23816 276 710 91.6 91.6 NUM eblip-23816 276 711 % % NOUN eblip-23816 276 712 ) ) PUNCT eblip-23816 276 713 453 453 NUM eblip-23816 276 714 ( ( PUNCT eblip-23816 276 715 90.6 90.6 NUM eblip-23816 276 716 % % NOUN eblip-23816 276 717 ) ) PUNCT eblip-23816 276 718 3097 3097 NUM eblip-23816 276 719 85.4 85.4 NUM eblip-23816 276 720 circulate circulate VERB eblip-23816 276 721 textbooks textbook NOUN eblip-23816 276 722 779 779 NUM eblip-23816 276 723 ( ( PUNCT eblip-23816 276 724 30 30 NUM eblip-23816 276 725 % % NOUN eblip-23816 276 726 ) ) PUNCT eblip-23816 276 727 318 318 NUM eblip-23816 276 728 ( ( PUNCT eblip-23816 276 729 59.7 59.7 NUM eblip-23816 276 730 % % NOUN eblip-23816 276 731 ) ) PUNCT eblip-23816 276 732 308 308 NUM eblip-23816 276 733 ( ( PUNCT eblip-23816 276 734 61.6 61.6 NUM eblip-23816 276 735 % % NOUN eblip-23816 276 736 ) ) PUNCT eblip-23816 276 737 1403 1403 NUM eblip-23816 276 738 38.7 38.7 NUM eblip-23816 276 739 provided provide VERB eblip-23816 276 740 access access NOUN eblip-23816 276 741 to to ADP eblip-23816 276 742 online online ADJ eblip-23816 276 743 resources resource NOUN eblip-23816 276 744 565 565 NUM eblip-23816 276 745 ( ( PUNCT eblip-23816 276 746 21.8 21.8 NUM eblip-23816 276 747 % % NOUN eblip-23816 276 748 ) ) PUNCT eblip-23816 276 749 174 174 NUM eblip-23816 276 750 ( ( PUNCT eblip-23816 276 751 32.6 32.6 NUM eblip-23816 276 752 % % NOUN eblip-23816 276 753 ) ) PUNCT eblip-23816 276 754 277 277 NUM eblip-23816 276 755 ( ( PUNCT eblip-23816 276 756 55.4 55.4 NUM eblip-23816 276 757 % % NOUN eblip-23816 276 758 ) ) PUNCT eblip-23816 276 759 1017 1017 NUM eblip-23816 276 760 228 228 NUM eblip-23816 276 761 provided provide VERB eblip-23816 276 762 video video NOUN eblip-23816 276 763 streaming streaming NOUN eblip-23816 276 764 services service NOUN eblip-23816 276 765 1294 1294 NUM eblip-23816 276 766 ( ( PUNCT eblip-23816 276 767 49.8 49.8 NUM eblip-23816 276 768 % % NOUN eblip-23816 276 769 ) ) PUNCT eblip-23816 276 770 322 322 NUM eblip-23816 276 771 ( ( PUNCT eblip-23816 276 772 0.4 0.4 NUM eblip-23816 276 773 % % NOUN eblip-23816 276 774 ) ) PUNCT eblip-23816 276 775 295 295 NUM eblip-23816 276 776 ( ( PUNCT eblip-23816 276 777 59 59 NUM eblip-23816 276 778 % % NOUN eblip-23816 276 779 ) ) PUNCT eblip-23816 276 780 1909 1909 NUM eblip-23816 276 781 52.6 52.6 NUM eblip-23816 276 782 provided provide VERB eblip-23816 276 783 dvds dvds NOUN eblip-23816 276 784 1136 1136 NUM eblip-23816 276 785 ( ( PUNCT eblip-23816 276 786 43.7 43.7 NUM eblip-23816 276 787 % % NOUN eblip-23816 276 788 ) ) PUNCT eblip-23816 276 789 304 304 NUM eblip-23816 276 790 ( ( PUNCT eblip-23816 276 791 57 57 NUM eblip-23816 276 792 % % NOUN eblip-23816 276 793 ) ) PUNCT eblip-23816 276 794 301 301 NUM eblip-23816 276 795 ( ( PUNCT eblip-23816 276 796 60.2 60.2 NUM eblip-23816 276 797 % % NOUN eblip-23816 276 798 ) ) PUNCT eblip-23816 276 799 1739 1739 NUM eblip-23816 276 800 47.9 47.9 NUM eblip-23816 276 801 provided provide VERB eblip-23816 276 802 audiobooks audiobook NOUN eblip-23816 276 803 655 655 NUM eblip-23816 276 804 ( ( PUNCT eblip-23816 276 805 25.2 25.2 NUM eblip-23816 276 806 % % NOUN eblip-23816 276 807 ) ) PUNCT eblip-23816 276 808 232 232 NUM eblip-23816 276 809 ( ( PUNCT eblip-23816 276 810 43.5 43.5 NUM eblip-23816 276 811 % % NOUN eblip-23816 276 812 ) ) PUNCT eblip-23816 276 813 248 248 NUM eblip-23816 276 814 ( ( PUNCT eblip-23816 276 815 49.6 49.6 NUM eblip-23816 276 816 % % NOUN eblip-23816 276 817 ) ) PUNCT eblip-23816 276 818 1134 1134 NUM eblip-23816 276 819 31.3 31.3 NUM eblip-23816 276 820 provided provide VERB eblip-23816 276 821 integrated integrated ADJ eblip-23816 276 822 searching search VERB eblip-23816 276 823 portal portal NOUN eblip-23816 276 824 618 618 NUM eblip-23816 276 825 ( ( PUNCT eblip-23816 276 826 23.8 23.8 NUM eblip-23816 276 827 % % NOUN eblip-23816 276 828 ) ) PUNCT eblip-23816 276 829 168 168 NUM eblip-23816 276 830 ( ( PUNCT eblip-23816 276 831 31.5 31.5 NUM eblip-23816 276 832 % % NOUN eblip-23816 276 833 ) ) PUNCT eblip-23816 276 834 186 186 NUM eblip-23816 276 835 ( ( PUNCT eblip-23816 276 836 37.2 37.2 NUM eblip-23816 276 837 % % NOUN eblip-23816 276 838 ) ) PUNCT eblip-23816 276 839 972 972 NUM eblip-23816 276 840 26.8 26.8 NUM eblip-23816 276 841 conducted conduct VERB eblip-23816 276 842 workshops workshop NOUN eblip-23816 276 843 208 208 NUM eblip-23816 276 844 ( ( PUNCT eblip-23816 276 845 8 8 NUM eblip-23816 276 846 % % NOUN eblip-23816 276 847 ) ) PUNCT eblip-23816 276 848 104 104 NUM eblip-23816 276 849 ( ( PUNCT eblip-23816 276 850 19.5 19.5 NUM eblip-23816 276 851 % % NOUN eblip-23816 276 852 ) ) PUNCT eblip-23816 276 853 168 168 NUM eblip-23816 276 854 ( ( PUNCT eblip-23816 276 855 33.6 33.6 NUM eblip-23816 276 856 % % NOUN eblip-23816 276 857 ) ) PUNCT eblip-23816 276 858 481 481 NUM eblip-23816 276 859 13.3 13.3 NUM eblip-23816 276 860 offered offer VERB eblip-23816 276 861 integrated integrate VERB eblip-23816 276 862 information information NOUN eblip-23816 276 863 literacy literacy NOUN eblip-23816 276 864 instruction instruction NOUN eblip-23816 276 865 202 202 NUM eblip-23816 276 866 ( ( PUNCT eblip-23816 276 867 7.8 7.8 NUM eblip-23816 276 868 % % NOUN eblip-23816 276 869 ) ) PUNCT eblip-23816 276 870 95 95 NUM eblip-23816 276 871 ( ( PUNCT eblip-23816 276 872 17.8 17.8 NUM eblip-23816 276 873 % % NOUN eblip-23816 276 874 ) ) PUNCT eblip-23816 276 875 154 154 NUM eblip-23816 276 876 ( ( PUNCT eblip-23816 276 877 30.8 30.8 NUM eblip-23816 276 878 % % NOUN eblip-23816 276 879 ) ) PUNCT eblip-23816 276 880 452 452 NUM eblip-23816 276 881 12.5 12.5 NUM eblip-23816 276 882 informally informally ADV eblip-23816 276 883 instructed instruct VERB eblip-23816 276 884 on on ADP eblip-23816 276 885 resource resource NOUN eblip-23816 276 886 use use NOUN eblip-23816 276 887 1503 1503 NUM eblip-23816 276 888 ( ( PUNCT eblip-23816 276 889 57.9 57.9 NUM eblip-23816 276 890 % % NOUN eblip-23816 276 891 ) ) PUNCT eblip-23816 276 892 375 375 NUM eblip-23816 276 893 ( ( PUNCT eblip-23816 276 894 70.4 70.4 NUM eblip-23816 276 895 % % NOUN eblip-23816 276 896 ) ) PUNCT eblip-23816 276 897 384 384 NUM eblip-23816 276 898 ( ( PUNCT eblip-23816 276 899 76.8 76.8 NUM eblip-23816 276 900 % % NOUN eblip-23816 276 901 ) ) PUNCT eblip-23816 276 902 2261 2261 NUM eblip-23816 276 903 62.3 62.3 NUM eblip-23816 276 904 gave give VERB eblip-23816 276 905 reference reference NOUN eblip-23816 276 906 help help NOUN eblip-23816 276 907 1884 1884 NUM eblip-23816 276 908 ( ( PUNCT eblip-23816 276 909 72.5 72.5 NUM eblip-23816 276 910 % % NOUN eblip-23816 276 911 ) ) PUNCT eblip-23816 276 912 463 463 NUM eblip-23816 276 913 ( ( PUNCT eblip-23816 276 914 86.3 86.3 NUM eblip-23816 276 915 % % NOUN eblip-23816 276 916 ) ) PUNCT eblip-23816 276 917 442 442 NUM eblip-23816 276 918 ( ( PUNCT eblip-23816 276 919 88.4 88.4 NUM eblip-23816 276 920 % % NOUN eblip-23816 276 921 ) ) PUNCT eblip-23816 276 922 2789 2789 NUM eblip-23816 276 923 76.9 76.9 NUM eblip-23816 276 924 helped help VERB eblip-23816 276 925 find find VERB eblip-23816 276 926 outside outside ADJ eblip-23816 276 927 resources resource NOUN eblip-23816 276 928 947 947 NUM eblip-23816 276 929 ( ( PUNCT eblip-23816 276 930 36.5 36.5 NUM eblip-23816 276 931 % % NOUN eblip-23816 276 932 ) ) PUNCT eblip-23816 276 933 297 297 NUM eblip-23816 276 934 ( ( PUNCT eblip-23816 276 935 55.7 55.7 NUM eblip-23816 276 936 % % NOUN eblip-23816 276 937 ) ) PUNCT eblip-23816 276 938 358 358 NUM eblip-23816 276 939 ( ( PUNCT eblip-23816 276 940 71.6 71.6 NUM eblip-23816 276 941 % % NOUN eblip-23816 276 942 ) ) PUNCT eblip-23816 276 943 1603 1603 NUM eblip-23816 276 944 44.2 44.2 NUM eblip-23816 276 945 facilitated facilitate VERB eblip-23816 276 946 interlibrary interlibrary ADJ eblip-23816 276 947 loan loan NOUN eblip-23816 276 948 854 854 NUM eblip-23816 276 949 ( ( PUNCT eblip-23816 276 950 32.9 32.9 NUM eblip-23816 276 951 % % NOUN eblip-23816 276 952 ) ) PUNCT eblip-23816 276 953 245 245 NUM eblip-23816 276 954 ( ( PUNCT eblip-23816 276 955 46 46 NUM eblip-23816 276 956 % % NOUN eblip-23816 276 957 ) ) PUNCT eblip-23816 276 958 186 186 NUM eblip-23816 276 959 ( ( PUNCT eblip-23816 276 960 37.2 37.2 NUM eblip-23816 276 961 % % NOUN eblip-23816 276 962 ) ) PUNCT eblip-23816 276 963 1285 1285 NUM eblip-23816 276 964 35.4 35.4 NUM eblip-23816 276 965 helped help VERB eblip-23816 276 966 parents parent NOUN eblip-23816 276 967 realize realize VERB eblip-23816 276 968 lifelong lifelong ADJ eblip-23816 276 969 learning learning NOUN eblip-23816 276 970 importance importance NOUN eblip-23816 276 971 981 981 NUM eblip-23816 276 972 ( ( PUNCT eblip-23816 276 973 37.8 37.8 NUM eblip-23816 276 974 % % NOUN eblip-23816 276 975 ) ) PUNCT eblip-23816 276 976 160 160 NUM eblip-23816 276 977 ( ( PUNCT eblip-23816 276 978 30 30 NUM eblip-23816 276 979 % % NOUN eblip-23816 276 980 ) ) PUNCT eblip-23816 276 981 141 141 NUM eblip-23816 276 982 ( ( PUNCT eblip-23816 276 983 28.2 28.2 NUM eblip-23816 276 984 % % NOUN eblip-23816 276 985 ) ) PUNCT eblip-23816 276 986 1283 1283 NUM eblip-23816 276 987 35.4 35.4 NUM eblip-23816 276 988 coordinated coordinate VERB eblip-23816 276 989 in in ADP eblip-23816 276 990 - - PUNCT eblip-23816 276 991 school school NOUN eblip-23816 276 992 production production NOUN eblip-23816 276 993 of of ADP eblip-23816 276 994 materials material NOUN eblip-23816 276 995 203 203 NUM eblip-23816 276 996 ( ( PUNCT eblip-23816 276 997 7.8 7.8 NUM eblip-23816 276 998 % % NOUN eblip-23816 276 999 ) ) PUNCT eblip-23816 276 1000 68 68 NUM eblip-23816 276 1001 ( ( PUNCT eblip-23816 276 1002 12.8 12.8 NUM eblip-23816 276 1003 % % NOUN eblip-23816 276 1004 ) ) PUNCT eblip-23816 276 1005 87 87 NUM eblip-23816 276 1006 ( ( PUNCT eblip-23816 276 1007 17.4 17.4 NUM eblip-23816 276 1008 % % NOUN eblip-23816 276 1009 ) ) PUNCT eblip-23816 276 1010 359 359 NUM eblip-23816 276 1011 9.9 9.9 NUM eblip-23816 276 1012 collaborated collaborate VERB eblip-23816 276 1013 to to PART eblip-23816 276 1014 create create VERB eblip-23816 276 1015 av av PROPN eblip-23816 276 1016 products product NOUN eblip-23816 276 1017 118 118 NUM eblip-23816 276 1018 ( ( PUNCT eblip-23816 276 1019 4.5 4.5 NUM eblip-23816 276 1020 % % NOUN eblip-23816 276 1021 ) ) PUNCT eblip-23816 276 1022 67 67 NUM eblip-23816 276 1023 ( ( PUNCT eblip-23816 276 1024 12.6 12.6 NUM eblip-23816 276 1025 % % NOUN eblip-23816 276 1026 ) ) PUNCT eblip-23816 276 1027 110 110 NUM eblip-23816 276 1028 ( ( PUNCT eblip-23816 276 1029 22 22 NUM eblip-23816 276 1030 % % NOUN eblip-23816 276 1031 ) ) PUNCT eblip-23816 276 1032 296 296 NUM eblip-23816 276 1033 8.2 8.2 NUM eblip-23816 276 1034 did do AUX eblip-23816 276 1035 av av PROPN eblip-23816 276 1036 programming program VERB eblip-23816 276 1037 90 90 NUM eblip-23816 276 1038 ( ( PUNCT eblip-23816 276 1039 3.5 3.5 NUM eblip-23816 276 1040 % % NOUN eblip-23816 276 1041 ) ) PUNCT eblip-23816 276 1042 51 51 NUM eblip-23816 276 1043 ( ( PUNCT eblip-23816 276 1044 9.6 9.6 NUM eblip-23816 276 1045 % % NOUN eblip-23816 276 1046 ) ) PUNCT eblip-23816 276 1047 64 64 NUM eblip-23816 276 1048 ( ( PUNCT eblip-23816 276 1049 12.8 12.8 NUM eblip-23816 276 1050 % % NOUN eblip-23816 276 1051 ) ) PUNCT eblip-23816 276 1052 206 206 NUM eblip-23816 276 1053 5.7 5.7 NUM eblip-23816 276 1054 coordinated coordinate VERB eblip-23816 276 1055 computer computer NOUN eblip-23816 276 1056 networks network NOUN eblip-23816 276 1057 370 370 NUM eblip-23816 276 1058 ( ( PUNCT eblip-23816 276 1059 14.2 14.2 NUM eblip-23816 276 1060 % % NOUN eblip-23816 276 1061 ) ) PUNCT eblip-23816 276 1062 153 153 NUM eblip-23816 276 1063 ( ( PUNCT eblip-23816 276 1064 28.7 28.7 NUM eblip-23816 276 1065 % % NOUN eblip-23816 276 1066 ) ) PUNCT eblip-23816 276 1067 159 159 NUM eblip-23816 276 1068 ( ( PUNCT eblip-23816 276 1069 31.8 31.8 NUM eblip-23816 276 1070 % % NOUN eblip-23816 276 1071 ) ) PUNCT eblip-23816 276 1072 683 683 NUM eblip-23816 276 1073 18.8 18.8 NUM eblip-23816 276 1074 provided provide VERB eblip-23816 276 1075 access access NOUN eblip-23816 276 1076 to to ADP eblip-23816 276 1077 opac opac PROPN eblip-23816 276 1078 1717 1717 NUM eblip-23816 276 1079 ( ( PUNCT eblip-23816 276 1080 66.1 66.1 NUM eblip-23816 276 1081 % % NOUN eblip-23816 276 1082 ) ) PUNCT eblip-23816 276 1083 438 438 NUM eblip-23816 276 1084 ( ( PUNCT eblip-23816 276 1085 82.2 82.2 NUM eblip-23816 276 1086 % % NOUN eblip-23816 276 1087 ) ) PUNCT eblip-23816 276 1088 411 411 NUM eblip-23816 276 1089 ( ( PUNCT eblip-23816 276 1090 82.2 82.2 NUM eblip-23816 276 1091 % % NOUN eblip-23816 276 1092 ) ) PUNCT eblip-23816 276 1093 2564 2564 NUM eblip-23816 276 1094 70.7 70.7 NUM eblip-23816 276 1095 provided provide VERB eblip-23816 276 1096 student student NOUN eblip-23816 276 1097 internet internet NOUN eblip-23816 276 1098 access access NOUN eblip-23816 276 1099 1594 1594 NUM eblip-23816 276 1100 ( ( PUNCT eblip-23816 276 1101 61.4 61.4 NUM eblip-23816 276 1102 % % NOUN eblip-23816 276 1103 ) ) PUNCT eblip-23816 276 1104 470 470 NUM eblip-23816 276 1105 ( ( PUNCT eblip-23816 276 1106 88.2 88.2 NUM eblip-23816 276 1107 % % NOUN eblip-23816 276 1108 ) ) PUNCT eblip-23816 276 1109 437 437 NUM eblip-23816 276 1110 ( ( PUNCT eblip-23816 276 1111 87.4 87.4 NUM eblip-23816 276 1112 % % NOUN eblip-23816 276 1113 ) ) PUNCT eblip-23816 276 1114 2499 2499 NUM eblip-23816 276 1115 68.9 68.9 NUM eblip-23816 276 1116 provided provide VERB eblip-23816 276 1117 access access NOUN eblip-23816 276 1118 to to ADP eblip-23816 276 1119 resource resource NOUN eblip-23816 276 1120 sharing sharing NOUN eblip-23816 276 1121 network network NOUN eblip-23816 276 1122 258 258 NUM eblip-23816 276 1123 ( ( PUNCT eblip-23816 276 1124 9.9 9.9 NUM eblip-23816 276 1125 % % NOUN eblip-23816 276 1126 ) ) PUNCT eblip-23816 276 1127 121 121 NUM eblip-23816 276 1128 ( ( PUNCT eblip-23816 276 1129 22.7 22.7 NUM eblip-23816 276 1130 % % NOUN eblip-23816 276 1131 ) ) PUNCT eblip-23816 276 1132 172 172 NUM eblip-23816 276 1133 ( ( PUNCT eblip-23816 276 1134 34.4 34.4 NUM eblip-23816 276 1135 % % NOUN eblip-23816 276 1136 ) ) PUNCT eblip-23816 276 1137 551 551 NUM eblip-23816 276 1138 15.2 15.2 NUM eblip-23816 276 1139 communicated communicate VERB eblip-23816 276 1140 proactively proactively ADV eblip-23816 276 1141 with with ADP eblip-23816 276 1142 principal principal ADJ eblip-23816 276 1143 1817 1817 NUM eblip-23816 276 1144 ( ( PUNCT eblip-23816 276 1145 70 70 NUM eblip-23816 276 1146 % % NOUN eblip-23816 276 1147 ) ) PUNCT eblip-23816 276 1148 415 415 NUM eblip-23816 276 1149 ( ( PUNCT eblip-23816 276 1150 77.9 77.9 NUM eblip-23816 276 1151 % % NOUN eblip-23816 276 1152 ) ) PUNCT eblip-23816 276 1153 362 362 NUM eblip-23816 276 1154 ( ( PUNCT eblip-23816 276 1155 72.4 72.4 NUM eblip-23816 276 1156 % % NOUN eblip-23816 276 1157 ) ) PUNCT eblip-23816 276 1158 2593 2593 NUM eblip-23816 276 1159 71.5 71.5 NUM eblip-23816 276 1160 attended attend VERB eblip-23816 276 1161 site site NOUN eblip-23816 276 1162 council council NOUN eblip-23816 276 1163 2x 2x NUM eblip-23816 276 1164 ( ( PUNCT eblip-23816 276 1165 year year NOUN eblip-23816 276 1166 or or CCONJ eblip-23816 276 1167 more more ADJ eblip-23816 276 1168 499 499 NUM eblip-23816 276 1169 ( ( PUNCT eblip-23816 276 1170 19.2 19.2 NUM eblip-23816 276 1171 % % NOUN eblip-23816 276 1172 ) ) PUNCT eblip-23816 276 1173 161 161 NUM eblip-23816 276 1174 ( ( PUNCT eblip-23816 276 1175 30.2 30.2 NUM eblip-23816 276 1176 % % NOUN eblip-23816 276 1177 ) ) PUNCT eblip-23816 276 1178 182 182 NUM eblip-23816 276 1179 ( ( PUNCT eblip-23816 276 1180 36.4 36.4 NUM eblip-23816 276 1181 % % NOUN eblip-23816 276 1182 ) ) PUNCT eblip-23816 276 1183 842 842 NUM eblip-23816 276 1184 23.2 23.2 NUM eblip-23816 276 1185 provided provide VERB eblip-23816 276 1186 online online ADJ eblip-23816 276 1187 subscription subscription NOUN eblip-23816 276 1188 db db ADP eblip-23816 276 1189 956 956 NUM eblip-23816 276 1190 ( ( PUNCT eblip-23816 276 1191 36.8 36.8 NUM eblip-23816 276 1192 % % NOUN eblip-23816 276 1193 ) ) PUNCT eblip-23816 276 1194 262 262 NUM eblip-23816 276 1195 ( ( PUNCT eblip-23816 276 1196 49.2 49.2 NUM eblip-23816 276 1197 % % NOUN eblip-23816 276 1198 ) ) PUNCT eblip-23816 276 1199 330 330 NUM eblip-23816 276 1200 ( ( PUNCT eblip-23816 276 1201 6 6 NUM eblip-23816 276 1202 % % NOUN eblip-23816 276 1203 ) ) PUNCT eblip-23816 276 1204 1547 1547 NUM eblip-23816 276 1205 42.6 42.6 NUM eblip-23816 276 1206         SPACE