id sid tid token lemma pos tcb-3132 1 1 7 7 NUM tcb-3132 1 2 r r NOUN tcb-3132 1 3 e e NOUN tcb-3132 1 4 v v X tcb-3132 1 5 i i PRON tcb-3132 2 1 e e X tcb-3132 2 2 w w PROPN tcb-3132 2 3 s s PROPN tcb-3132 2 4 dom dom PROPN tcb-3132 2 5 bortruex bortruex PROPN tcb-3132 2 6 is be AUX tcb-3132 2 7 the the DET tcb-3132 2 8 manager manager NOUN tcb-3132 2 9 of of ADP tcb-3132 2 10 the the DET tcb-3132 2 11 monographic monographic ADJ tcb-3132 2 12 fastcat fastcat ADJ tcb-3132 2 13 unit unit NOUN tcb-3132 2 14 at at ADP tcb-3132 2 15 yale yale PROPN tcb-3132 2 16 university university PROPN tcb-3132 2 17 . . PUNCT tcb-3132 3 1 review review NOUN tcb-3132 3 2 of of ADP tcb-3132 3 3 openrefine openrefine NOUN tcb-3132 3 4 software software NOUN tcb-3132 3 5 by by ADP tcb-3132 3 6 dom dom PROPN tcb-3132 3 7 bortruex bortruex PROPN tcb-3132 3 8 openrefine openrefine PROPN tcb-3132 3 9 is be AUX tcb-3132 3 10 a a DET tcb-3132 3 11 free free ADJ tcb-3132 3 12 , , PUNCT tcb-3132 3 13 open open ADJ tcb-3132 3 14 - - PUNCT tcb-3132 3 15 source source NOUN tcb-3132 3 16 desktop desktop NOUN tcb-3132 3 17 application application NOUN tcb-3132 3 18 for for ADP tcb-3132 3 19 analyzing analyze VERB tcb-3132 3 20 , , PUNCT tcb-3132 3 21 cleaning cleaning NOUN tcb-3132 3 22 , , PUNCT tcb-3132 3 23 and and CCONJ tcb-3132 3 24 transforming transform VERB tcb-3132 3 25 messy messy ADJ tcb-3132 3 26 data datum NOUN tcb-3132 3 27 . . PUNCT tcb-3132 4 1 it it PRON tcb-3132 4 2 is be AUX tcb-3132 4 3 similar similar ADJ tcb-3132 4 4 to to ADP tcb-3132 4 5 spreadsheet spreadsheet NOUN tcb-3132 4 6 applications application NOUN tcb-3132 4 7 but but CCONJ tcb-3132 4 8 behaves behave NOUN tcb-3132 4 9 like like ADP tcb-3132 4 10 a a DET tcb-3132 4 11 database database NOUN tcb-3132 4 12 . . PUNCT tcb-3132 5 1 users user NOUN tcb-3132 5 2 of of ADP tcb-3132 5 3 all all DET tcb-3132 5 4 experience experience NOUN tcb-3132 5 5 levels level NOUN tcb-3132 5 6 can can AUX tcb-3132 5 7 analyze analyze VERB tcb-3132 5 8 and and CCONJ tcb-3132 5 9 manipulate manipulate VERB tcb-3132 5 10 data datum NOUN tcb-3132 5 11 without without ADP tcb-3132 5 12 complicated complicated ADJ tcb-3132 5 13 scripting scripting NOUN tcb-3132 5 14 . . PUNCT tcb-3132 6 1 due due ADP tcb-3132 6 2 to to ADP tcb-3132 6 3 its its PRON tcb-3132 6 4 ease ease NOUN tcb-3132 6 5 of of ADP tcb-3132 6 6 use use NOUN tcb-3132 6 7 , , PUNCT tcb-3132 6 8 openrefine openrefine NOUN tcb-3132 6 9 is be AUX tcb-3132 6 10 an an DET tcb-3132 6 11 ideal ideal ADJ tcb-3132 6 12 tool tool NOUN tcb-3132 6 13 for for ADP tcb-3132 6 14 working work VERB tcb-3132 6 15 with with ADP tcb-3132 6 16 bibliographic bibliographic ADJ tcb-3132 6 17 data datum NOUN tcb-3132 6 18 , , PUNCT tcb-3132 6 19 including include VERB tcb-3132 6 20 tabular tabular ADJ tcb-3132 6 21 data datum NOUN tcb-3132 6 22 , , PUNCT tcb-3132 6 23 xml xml NOUN tcb-3132 6 24 , , PUNCT tcb-3132 6 25 and and CCONJ tcb-3132 6 26 even even ADV tcb-3132 6 27 marc marc PROPN tcb-3132 6 28 records record NOUN tcb-3132 6 29 . . PUNCT tcb-3132 7 1 openrefine openrefine NOUN tcb-3132 7 2 operates operate VERB tcb-3132 7 3 on on ADP tcb-3132 7 4 rows row NOUN tcb-3132 7 5 and and CCONJ tcb-3132 7 6 columns column NOUN tcb-3132 7 7 of of ADP tcb-3132 7 8 data datum NOUN tcb-3132 7 9 . . PUNCT tcb-3132 8 1 data datum NOUN tcb-3132 8 2 can can AUX tcb-3132 8 3 be be AUX tcb-3132 8 4 viewed view VERB tcb-3132 8 5 as as ADP tcb-3132 8 6 rows row NOUN tcb-3132 8 7 or or CCONJ tcb-3132 8 8 records record NOUN tcb-3132 8 9 . . PUNCT tcb-3132 9 1 with with ADP tcb-3132 9 2 a a DET tcb-3132 9 3 few few ADJ tcb-3132 9 4 clicks click NOUN tcb-3132 9 5 from from ADP tcb-3132 9 6 the the DET tcb-3132 9 7 column column NOUN tcb-3132 9 8 tools tool NOUN tcb-3132 9 9 , , PUNCT tcb-3132 9 10 users user NOUN tcb-3132 9 11 can can AUX tcb-3132 9 12 split split VERB tcb-3132 9 13 or or CCONJ tcb-3132 9 14 join join VERB tcb-3132 9 15 columns column NOUN tcb-3132 9 16 . . PUNCT tcb-3132 10 1 rows row NOUN tcb-3132 10 2 and and CCONJ tcb-3132 10 3 records record NOUN tcb-3132 10 4 can can AUX tcb-3132 10 5 be be AUX tcb-3132 10 6 filtered filter VERB tcb-3132 10 7 using use VERB tcb-3132 10 8 facets facet NOUN tcb-3132 10 9 . . PUNCT tcb-3132 11 1 multiple multiple ADJ tcb-3132 11 2 facets facet NOUN tcb-3132 11 3 can can AUX tcb-3132 11 4 be be AUX tcb-3132 11 5 viewed view VERB tcb-3132 11 6 at at ADP tcb-3132 11 7 a a DET tcb-3132 11 8 time time NOUN tcb-3132 11 9 . . PUNCT tcb-3132 12 1 clusters cluster NOUN tcb-3132 12 2 of of ADP tcb-3132 12 3 facets facets PROPN tcb-3132 12 4 group group PROPN tcb-3132 12 5 similar similar ADJ tcb-3132 12 6 content content NOUN tcb-3132 12 7 to to PART tcb-3132 12 8 provide provide VERB tcb-3132 12 9 an an DET tcb-3132 12 10 in in ADP tcb-3132 12 11 - - PUNCT tcb-3132 12 12 depth depth NOUN tcb-3132 12 13 view view NOUN tcb-3132 12 14 of of ADP tcb-3132 12 15 the the DET tcb-3132 12 16 data datum NOUN tcb-3132 12 17 . . PUNCT tcb-3132 13 1 this this PRON tcb-3132 13 2 is be AUX tcb-3132 13 3 useful useful ADJ tcb-3132 13 4 for for ADP tcb-3132 13 5 identifying identify VERB tcb-3132 13 6 variations variation NOUN tcb-3132 13 7 in in ADP tcb-3132 13 8 data datum NOUN tcb-3132 13 9 values value NOUN tcb-3132 13 10 including include VERB tcb-3132 13 11 misspellings misspelling NOUN tcb-3132 13 12 and and CCONJ tcb-3132 13 13 unexpected unexpected ADJ tcb-3132 13 14 characters character NOUN tcb-3132 13 15 . . PUNCT tcb-3132 14 1 for for ADP tcb-3132 14 2 example example NOUN tcb-3132 14 3 , , PUNCT tcb-3132 14 4 a a DET tcb-3132 14 5 user user NOUN tcb-3132 14 6 could could AUX tcb-3132 14 7 facet facet VERB tcb-3132 14 8 the the DET tcb-3132 14 9 marc marc PROPN tcb-3132 14 10 fields field VERB tcb-3132 14 11 490 490 NUM tcb-3132 14 12 and and CCONJ tcb-3132 14 13 830 830 NUM tcb-3132 14 14 to to PART tcb-3132 14 15 compare compare VERB tcb-3132 14 16 the the DET tcb-3132 14 17 fields field NOUN tcb-3132 14 18 , , PUNCT tcb-3132 14 19 then then ADV tcb-3132 14 20 use use VERB tcb-3132 14 21 clusters cluster NOUN tcb-3132 14 22 to to PART tcb-3132 14 23 identify identify VERB tcb-3132 14 24 discrepancies discrepancy NOUN tcb-3132 14 25 . . PUNCT tcb-3132 15 1 once once SCONJ tcb-3132 15 2 data datum NOUN tcb-3132 15 3 is be AUX tcb-3132 15 4 explored explore VERB tcb-3132 15 5 through through ADP tcb-3132 15 6 facets facet NOUN tcb-3132 15 7 and and CCONJ tcb-3132 15 8 clusters cluster NOUN tcb-3132 15 9 , , PUNCT tcb-3132 15 10 users user NOUN tcb-3132 15 11 can can AUX tcb-3132 15 12 query query VERB tcb-3132 15 13 and and CCONJ tcb-3132 15 14 clean clean VERB tcb-3132 15 15 the the DET tcb-3132 15 16 data datum NOUN tcb-3132 15 17 through through ADP tcb-3132 15 18 built build VERB tcb-3132 15 19 - - PUNCT tcb-3132 15 20 in in ADP tcb-3132 15 21 transformations transformation NOUN tcb-3132 15 22 and and CCONJ tcb-3132 15 23 simple simple ADJ tcb-3132 15 24 expressions expression NOUN tcb-3132 15 25 using use VERB tcb-3132 15 26 the the DET tcb-3132 15 27 google google PROPN tcb-3132 15 28 refine refine PROPN tcb-3132 15 29 expression expression NOUN tcb-3132 15 30 language language NOUN tcb-3132 15 31 ( ( PUNCT tcb-3132 15 32 grel grel NOUN tcb-3132 15 33 ) ) PUNCT tcb-3132 15 34 . . PUNCT tcb-3132 16 1 built build VERB tcb-3132 16 2 - - PUNCT tcb-3132 16 3 in in ADP tcb-3132 16 4 transformations transformation NOUN tcb-3132 16 5 include include VERB tcb-3132 16 6 changing change VERB tcb-3132 16 7 data data NOUN tcb-3132 16 8 values value NOUN tcb-3132 16 9 to to PART tcb-3132 16 10 text text VERB tcb-3132 16 11 , , PUNCT tcb-3132 16 12 numbers number NOUN tcb-3132 16 13 , , PUNCT tcb-3132 16 14 or or CCONJ tcb-3132 16 15 dates date NOUN tcb-3132 16 16 , , PUNCT tcb-3132 16 17 stripping strip VERB tcb-3132 16 18 white white ADJ tcb-3132 16 19 space space NOUN tcb-3132 16 20 , , PUNCT tcb-3132 16 21 and and CCONJ tcb-3132 16 22 changing change VERB tcb-3132 16 23 the the DET tcb-3132 16 24 text text NOUN tcb-3132 16 25 case case NOUN tcb-3132 16 26 . . PUNCT tcb-3132 17 1 openrefine openrefine NOUN tcb-3132 17 2 provides provide VERB tcb-3132 17 3 extensive extensive ADJ tcb-3132 17 4 documentation documentation NOUN tcb-3132 17 5 on on ADP tcb-3132 17 6 grel grel NOUN tcb-3132 17 7 , , PUNCT tcb-3132 17 8 empowering empower VERB tcb-3132 17 9 users user NOUN tcb-3132 17 10 to to PART tcb-3132 17 11 easily easily ADV tcb-3132 17 12 learn learn VERB tcb-3132 17 13 the the DET tcb-3132 17 14 language language NOUN tcb-3132 17 15 . . PUNCT tcb-3132 18 1 through through ADP tcb-3132 18 2 grel grel NOUN tcb-3132 18 3 transformations transformation NOUN tcb-3132 18 4 , , PUNCT tcb-3132 18 5 users user NOUN tcb-3132 18 6 can can AUX tcb-3132 18 7 split split VERB tcb-3132 18 8 or or CCONJ tcb-3132 18 9 join join VERB tcb-3132 18 10 columns column NOUN tcb-3132 18 11 , , PUNCT tcb-3132 18 12 look look VERB tcb-3132 18 13 up up ADP tcb-3132 18 14 values value NOUN tcb-3132 18 15 from from ADP tcb-3132 18 16 other other ADJ tcb-3132 18 17 projects project NOUN tcb-3132 18 18 , , PUNCT tcb-3132 18 19 or or CCONJ tcb-3132 18 20 edit edit NOUN tcb-3132 18 21 values value NOUN tcb-3132 18 22 . . PUNCT tcb-3132 19 1 users user NOUN tcb-3132 19 2 can can AUX tcb-3132 19 3 also also ADV tcb-3132 19 4 write write VERB tcb-3132 19 5 complex complex ADJ tcb-3132 19 6 transformations transformation NOUN tcb-3132 19 7 using use VERB tcb-3132 19 8 python python PROPN tcb-3132 19 9 . . PUNCT tcb-3132 20 1 openrefine openrefine NOUN tcb-3132 20 2 ’s ’s PART tcb-3132 20 3 reconciliation reconciliation NOUN tcb-3132 20 4 services service NOUN tcb-3132 20 5 retrieve retrieve VERB tcb-3132 20 6 data datum NOUN tcb-3132 20 7 from from ADP tcb-3132 20 8 external external ADJ tcb-3132 20 9 sources source NOUN tcb-3132 20 10 such such ADJ tcb-3132 20 11 as as ADP tcb-3132 20 12 library library NOUN tcb-3132 20 13 of of ADP tcb-3132 20 14 congress congress PROPN tcb-3132 20 15 subject subject PROPN tcb-3132 20 16 headings heading NOUN tcb-3132 20 17 ( ( PUNCT tcb-3132 20 18 lcsh lcsh NOUN tcb-3132 20 19 ) ) PUNCT tcb-3132 20 20 , , PUNCT tcb-3132 20 21 virtual virtual ADJ tcb-3132 20 22 international international PROPN tcb-3132 20 23 authority authority NOUN tcb-3132 20 24 file file NOUN tcb-3132 20 25 ( ( PUNCT tcb-3132 20 26 viaf viaf NOUN tcb-3132 20 27 ) ) PUNCT tcb-3132 20 28 , , PUNCT tcb-3132 20 29 open open ADJ tcb-3132 20 30 researcher researcher NOUN tcb-3132 20 31 and and CCONJ tcb-3132 20 32 contributor contributor NOUN tcb-3132 20 33 i i PROPN tcb-3132 20 34 d d PROPN tcb-3132 20 35 ( ( PUNCT tcb-3132 20 36 orcid orcid NOUN tcb-3132 20 37 ) ) PUNCT tcb-3132 20 38 , , PUNCT tcb-3132 20 39 wikidata wikidata NOUN tcb-3132 20 40 , , PUNCT tcb-3132 20 41 and and CCONJ tcb-3132 20 42 others other NOUN tcb-3132 20 43 . . PUNCT tcb-3132 21 1 through through ADP tcb-3132 21 2 the the DET tcb-3132 21 3 reconciliation reconciliation NOUN tcb-3132 21 4 tool tool NOUN tcb-3132 21 5 , , PUNCT tcb-3132 21 6 users user NOUN tcb-3132 21 7 can can AUX tcb-3132 21 8 retrieve retrieve VERB tcb-3132 21 9 and and CCONJ tcb-3132 21 10 input input NOUN tcb-3132 21 11 controlled control VERB tcb-3132 21 12 names name NOUN tcb-3132 21 13 and and CCONJ tcb-3132 21 14 terms term NOUN tcb-3132 21 15 . . PUNCT tcb-3132 22 1 for for ADP tcb-3132 22 2 example example NOUN tcb-3132 22 3 , , PUNCT tcb-3132 22 4 the the DET tcb-3132 22 5 reconciliation reconciliation NOUN tcb-3132 22 6 service service NOUN tcb-3132 22 7 could could AUX tcb-3132 22 8 be be AUX tcb-3132 22 9 applied apply VERB tcb-3132 22 10 to to ADP tcb-3132 22 11 the the DET tcb-3132 22 12 marc marc PROPN tcb-3132 22 13 field field NOUN tcb-3132 22 14 100 100 NUM tcb-3132 22 15 to to PART tcb-3132 22 16 control control VERB tcb-3132 22 17 creator creator NOUN tcb-3132 22 18 names name NOUN tcb-3132 22 19 . . PUNCT tcb-3132 23 1 this this DET tcb-3132 23 2 service service NOUN tcb-3132 23 3 , , PUNCT tcb-3132 23 4 which which PRON tcb-3132 23 5 includes include VERB tcb-3132 23 6 “ " PUNCT tcb-3132 23 7 best good ADJ tcb-3132 23 8 candidate candidate NOUN tcb-3132 23 9 scores score NOUN tcb-3132 23 10 ” " PUNCT tcb-3132 23 11 to to PART tcb-3132 23 12 help help AUX tcb-3132 23 13 identify identify VERB tcb-3132 23 14 accurate accurate ADJ tcb-3132 23 15 matches match NOUN tcb-3132 23 16 , , PUNCT tcb-3132 23 17 allows allow VERB tcb-3132 23 18 users user NOUN tcb-3132 23 19 to to PART tcb-3132 23 20 review review VERB tcb-3132 23 21 and and CCONJ tcb-3132 23 22 select select VERB tcb-3132 23 23 reconciled reconcile VERB tcb-3132 23 24 information information NOUN tcb-3132 23 25 . . PUNCT tcb-3132 24 1 it it PRON tcb-3132 24 2 also also ADV tcb-3132 24 3 provides provide VERB tcb-3132 24 4 a a DET tcb-3132 24 5 link link NOUN tcb-3132 24 6 to to ADP tcb-3132 24 7 the the DET tcb-3132 24 8 authority authority NOUN tcb-3132 24 9 page page NOUN tcb-3132 24 10 for for ADP tcb-3132 24 11 easy easy ADJ tcb-3132 24 12 review review NOUN tcb-3132 24 13 of of ADP tcb-3132 24 14 controlled control VERB tcb-3132 24 15 terms term NOUN tcb-3132 24 16 . . PUNCT tcb-3132 25 1 openrefine openrefine NOUN tcb-3132 25 2 allows allow VERB tcb-3132 25 3 exports export NOUN tcb-3132 25 4 of of ADP tcb-3132 25 5 projects project NOUN tcb-3132 25 6 and and CCONJ tcb-3132 25 7 data datum NOUN tcb-3132 25 8 in in ADP tcb-3132 25 9 multiple multiple ADJ tcb-3132 25 10 tabular tabular ADJ tcb-3132 25 11 formats format NOUN tcb-3132 25 12 , , PUNCT tcb-3132 25 13 including include VERB tcb-3132 25 14 excel excel ADJ tcb-3132 25 15 and and CCONJ tcb-3132 25 16 many many ADJ tcb-3132 25 17 others other NOUN tcb-3132 25 18 . . PUNCT tcb-3132 26 1 additionally additionally ADV tcb-3132 26 2 , , PUNCT tcb-3132 26 3 you you PRON tcb-3132 26 4 can can AUX tcb-3132 26 5 export export VERB tcb-3132 26 6 steps step NOUN tcb-3132 26 7 performed perform VERB tcb-3132 26 8 in in ADP tcb-3132 26 9 a a DET tcb-3132 26 10 project project NOUN tcb-3132 26 11 , , PUNCT tcb-3132 26 12 including include VERB tcb-3132 26 13 facets facet NOUN tcb-3132 26 14 , , PUNCT tcb-3132 26 15 clusters cluster NOUN tcb-3132 26 16 , , PUNCT tcb-3132 26 17 mass mass NOUN tcb-3132 26 18 edits edit NOUN tcb-3132 26 19 , , PUNCT tcb-3132 26 20 and and CCONJ tcb-3132 26 21 transformations transformation NOUN tcb-3132 26 22 ; ; PUNCT tcb-3132 26 23 however however ADV tcb-3132 26 24 , , PUNCT tcb-3132 26 25 single single ADJ tcb-3132 26 26 - - PUNCT tcb-3132 26 27 cell cell NOUN tcb-3132 26 28 edits edit NOUN tcb-3132 26 29 are be AUX tcb-3132 26 30 not not PART tcb-3132 26 31 reflected reflect VERB tcb-3132 26 32 in in ADP tcb-3132 26 33 these these DET tcb-3132 26 34 exported export VERB tcb-3132 26 35 steps step NOUN tcb-3132 26 36 . . PUNCT tcb-3132 27 1 users user NOUN tcb-3132 27 2 can can AUX tcb-3132 27 3 import import VERB tcb-3132 27 4 the the DET tcb-3132 27 5 project project NOUN tcb-3132 27 6 steps step NOUN tcb-3132 27 7 and and CCONJ tcb-3132 27 8 apply apply VERB tcb-3132 27 9 them they PRON tcb-3132 27 10 to to ADP tcb-3132 27 11 other other ADJ tcb-3132 27 12 sets set NOUN tcb-3132 27 13 of of ADP tcb-3132 27 14 data datum NOUN tcb-3132 27 15 . . PUNCT tcb-3132 28 1 openrefine openrefine NOUN tcb-3132 28 2 ’s ’s PART tcb-3132 28 3 power power NOUN tcb-3132 28 4 and and CCONJ tcb-3132 28 5 ease ease NOUN tcb-3132 28 6 of of ADP tcb-3132 28 7 use use NOUN tcb-3132 28 8 makes make VERB tcb-3132 28 9 it it PRON tcb-3132 28 10 an an DET tcb-3132 28 11 ideal ideal ADJ tcb-3132 28 12 tool tool NOUN tcb-3132 28 13 for for ADP tcb-3132 28 14 working work VERB tcb-3132 28 15 with with ADP tcb-3132 28 16 messy messy ADJ tcb-3132 28 17 bibliographic bibliographic ADJ tcb-3132 28 18 data datum NOUN tcb-3132 28 19 . . PUNCT tcb-3132 29 1 the the DET tcb-3132 29 2 ability ability NOUN tcb-3132 29 3 to to PART tcb-3132 29 4 easily easily ADV tcb-3132 29 5 drill drill VERB tcb-3132 29 6 down down ADP tcb-3132 29 7 into into ADP tcb-3132 29 8 data datum NOUN tcb-3132 29 9 fields field NOUN tcb-3132 29 10 , , PUNCT tcb-3132 29 11 query query NOUN tcb-3132 29 12 other other ADJ tcb-3132 29 13 projects project NOUN tcb-3132 29 14 and and CCONJ tcb-3132 29 15 reconciliation reconciliation NOUN tcb-3132 29 16 services service NOUN tcb-3132 29 17 , , PUNCT tcb-3132 29 18 and and CCONJ tcb-3132 29 19 perform perform VERB tcb-3132 29 20 complex complex ADJ tcb-3132 29 21 transformations transformation NOUN tcb-3132 29 22 through through ADP tcb-3132 29 23 built build VERB tcb-3132 29 24 - - PUNCT tcb-3132 29 25 in in ADP tcb-3132 29 26 features feature NOUN tcb-3132 29 27 and and CCONJ tcb-3132 29 28 expressions expression NOUN tcb-3132 29 29 gives give VERB tcb-3132 29 30 users user NOUN tcb-3132 29 31 control control NOUN tcb-3132 29 32 over over ADP tcb-3132 29 33 their their PRON tcb-3132 29 34 data datum NOUN tcb-3132 29 35 with with ADP tcb-3132 29 36 a a DET tcb-3132 29 37 minor minor ADJ tcb-3132 29 38 learning learning NOUN tcb-3132 29 39 curve curve NOUN tcb-3132 29 40 . . PUNCT