id sid tid token lemma pos iassist-1116 1 1 instructions instruction NOUN iassist-1116 1 2 for for ADP iassist-1116 1 3 authors author NOUN iassist-1116 1 4 of of ADP iassist-1116 1 5 the the DET iassist-1116 1 6 iassist iassist ADJ iassist-1116 1 7 quarterly quarterly ADJ iassist-1116 1 8 1/15 1/15 NUM iassist-1116 1 9 wenzig wenzig NOUN iassist-1116 1 10 , , PUNCT iassist-1116 1 11 knut knut PROPN iassist-1116 1 12 & & CCONJ iassist-1116 1 13 han han PROPN iassist-1116 1 14 , , PUNCT iassist-1116 1 15 xiaoyao xiaoyao PROPN iassist-1116 1 16 ( ( PUNCT iassist-1116 1 17 2024 2024 NUM iassist-1116 1 18 ) ) PUNCT iassist-1116 1 19 state state NOUN iassist-1116 1 20 of of ADP iassist-1116 1 21 the the DET iassist-1116 1 22 ddi ddi PROPN iassist-1116 1 23 cloud cloud NOUN iassist-1116 1 24 , , PUNCT iassist-1116 1 25 iassist iassist VERB iassist-1116 1 26 quarterly quarterly ADJ iassist-1116 1 27 48(4 48(4 NUM iassist-1116 1 28 ) ) PUNCT iassist-1116 1 29 , , PUNCT iassist-1116 1 30 pp pp PROPN iassist-1116 1 31 . . PUNCT iassist-1116 2 1 1 1 NUM iassist-1116 2 2 - - SYM iassist-1116 2 3 15 15 NUM iassist-1116 2 4 . . PUNCT iassist-1116 3 1 doi doi NOUN iassist-1116 3 2 : : PUNCT iassist-1116 3 3 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 ADP iassist-1116 3 4 the the DET iassist-1116 3 5 creative creative ADJ iassist-1116 3 6 commons common NOUN iassist-1116 3 7 - - PUNCT iassist-1116 3 8 attribution attribution NOUN iassist-1116 3 9 - - PUNCT iassist-1116 3 10 noncommercial noncommercial ADJ iassist-1116 3 11 license license NOUN iassist-1116 3 12 4.0 4.0 NUM iassist-1116 3 13 international international NOUN iassist-1116 3 14 applies applie NOUN iassist-1116 3 15 to to ADP iassist-1116 3 16 all all DET iassist-1116 3 17 works work NOUN iassist-1116 3 18 published publish VERB iassist-1116 3 19 by by ADP iassist-1116 3 20 iassist iassist ADJ iassist-1116 3 21 quarterly quarterly ADV iassist-1116 3 22 . . PUNCT iassist-1116 4 1 authors author NOUN iassist-1116 4 2 will will AUX iassist-1116 4 3 retain retain VERB iassist-1116 4 4 copyright copyright NOUN iassist-1116 4 5 of of ADP iassist-1116 4 6 the the DET iassist-1116 4 7 work work NOUN iassist-1116 4 8 and and CCONJ iassist-1116 4 9 full full ADJ iassist-1116 4 10 publishing publishing NOUN iassist-1116 4 11 rights right NOUN iassist-1116 4 12 . . PUNCT iassist-1116 5 1 state state NOUN iassist-1116 5 2 of of ADP iassist-1116 5 3 the the DET iassist-1116 5 4 ddi ddi PROPN iassist-1116 5 5 cloud cloud PROPN iassist-1116 5 6 knut knut PROPN iassist-1116 5 7 wenzig1 wenzig1 PROPN iassist-1116 5 8 and and CCONJ iassist-1116 5 9 xiaoyao xiaoyao PROPN iassist-1116 5 10 han2 han2 PROPN iassist-1116 5 11 abstract abstract PROPN iassist-1116 5 12 as as SCONJ iassist-1116 5 13 the the DET iassist-1116 5 14 ddi ddi PROPN iassist-1116 5 15 community community NOUN iassist-1116 5 16 continues continue VERB iassist-1116 5 17 to to PART iassist-1116 5 18 grow grow VERB iassist-1116 5 19 , , PUNCT iassist-1116 5 20 an an DET iassist-1116 5 21 increasing increase VERB iassist-1116 5 22 number number NOUN iassist-1116 5 23 of of ADP iassist-1116 5 24 repositories repository NOUN iassist-1116 5 25 are be AUX iassist-1116 5 26 providing provide VERB iassist-1116 5 27 their their PRON iassist-1116 5 28 metadata metadata NOUN iassist-1116 5 29 in in ADP iassist-1116 5 30 various various ADJ iassist-1116 5 31 ddi ddi PROPN iassist-1116 5 32 formats format NOUN iassist-1116 5 33 . . PUNCT iassist-1116 6 1 however however ADV iassist-1116 6 2 , , PUNCT iassist-1116 6 3 the the DET iassist-1116 6 4 current current ADJ iassist-1116 6 5 landscape landscape NOUN iassist-1116 6 6 of of ADP iassist-1116 6 7 ddi ddi PROPN iassist-1116 6 8 metadata metadata NOUN iassist-1116 6 9 standards standard NOUN iassist-1116 6 10 usage usage NOUN iassist-1116 6 11 is be AUX iassist-1116 6 12 not not PART iassist-1116 6 13 well well ADV iassist-1116 6 14 understood understand VERB iassist-1116 6 15 . . PUNCT iassist-1116 7 1 understanding understand VERB iassist-1116 7 2 this this DET iassist-1116 7 3 landscape landscape NOUN iassist-1116 7 4 is be AUX iassist-1116 7 5 crucial crucial ADJ iassist-1116 7 6 as as SCONJ iassist-1116 7 7 it it PRON iassist-1116 7 8 helps help VERB iassist-1116 7 9 identifying identify VERB iassist-1116 7 10 usage usage NOUN iassist-1116 7 11 patterns pattern NOUN iassist-1116 7 12 , , PUNCT iassist-1116 7 13 improve improve VERB iassist-1116 7 14 interoperability interoperability NOUN iassist-1116 7 15 , , PUNCT iassist-1116 7 16 and and CCONJ iassist-1116 7 17 guide guide VERB iassist-1116 7 18 future future ADJ iassist-1116 7 19 developments development NOUN iassist-1116 7 20 . . PUNCT iassist-1116 8 1 to to PART iassist-1116 8 2 address address VERB iassist-1116 8 3 this this DET iassist-1116 8 4 research research NOUN iassist-1116 8 5 gap gap NOUN iassist-1116 8 6 , , PUNCT iassist-1116 8 7 we we PRON iassist-1116 8 8 investigated investigate VERB iassist-1116 8 9 the the DET iassist-1116 8 10 availability availability NOUN iassist-1116 8 11 and and CCONJ iassist-1116 8 12 comprehensive comprehensive ADJ iassist-1116 8 13 element element NOUN iassist-1116 8 14 usage usage NOUN iassist-1116 8 15 of of ADP iassist-1116 8 16 ddi ddi PROPN iassist-1116 8 17 standards standard NOUN iassist-1116 8 18 across across ADP iassist-1116 8 19 29 29 NUM iassist-1116 8 20 repositories repository NOUN iassist-1116 8 21 registered register VERB iassist-1116 8 22 on on ADP iassist-1116 8 23 the the DET iassist-1116 8 24 platform platform NOUN iassist-1116 8 25 re3data.org re3data.org NOUN iassist-1116 8 26 , , PUNCT iassist-1116 8 27 using use VERB iassist-1116 8 28 the the DET iassist-1116 8 29 oai oai NOUN iassist-1116 8 30 - - PUNCT iassist-1116 8 31 pmh pmh NOUN iassist-1116 8 32 api api NOUN iassist-1116 8 33 . . PUNCT iassist-1116 9 1 by by ADP iassist-1116 9 2 analyzing analyze VERB iassist-1116 9 3 approximately approximately ADV iassist-1116 9 4 , , PUNCT iassist-1116 9 5 a a DET iassist-1116 9 6 quarter quarter NOUN iassist-1116 9 7 of of ADP iassist-1116 9 8 a a DET iassist-1116 9 9 million million NUM iassist-1116 9 10 metadata metadata NOUN iassist-1116 9 11 records record NOUN iassist-1116 9 12 in in ADP iassist-1116 9 13 ddi ddi PROPN iassist-1116 9 14 - - PUNCT iassist-1116 9 15 codebook codebook NOUN iassist-1116 9 16 format format NOUN iassist-1116 9 17 , , PUNCT iassist-1116 9 18 we we PRON iassist-1116 9 19 summarized summarize VERB iassist-1116 9 20 statistics statistic NOUN iassist-1116 9 21 on on ADP iassist-1116 9 22 the the DET iassist-1116 9 23 usage usage NOUN iassist-1116 9 24 of of ADP iassist-1116 9 25 popular popular ADJ iassist-1116 9 26 ddi ddi ADJ iassist-1116 9 27 elements element NOUN iassist-1116 9 28 and and CCONJ iassist-1116 9 29 their their PRON iassist-1116 9 30 distribution distribution NOUN iassist-1116 9 31 across across ADP iassist-1116 9 32 repositories repository NOUN iassist-1116 9 33 . . PUNCT iassist-1116 10 1 our our PRON iassist-1116 10 2 findings finding NOUN iassist-1116 10 3 may may AUX iassist-1116 10 4 have have VERB iassist-1116 10 5 implications implication NOUN iassist-1116 10 6 for for ADP iassist-1116 10 7 the the DET iassist-1116 10 8 deployment deployment NOUN iassist-1116 10 9 of of ADP iassist-1116 10 10 ddi ddi PROPN iassist-1116 10 11 metadata metadata NOUN iassist-1116 10 12 and and CCONJ iassist-1116 10 13 the the DET iassist-1116 10 14 further further ADJ iassist-1116 10 15 development development NOUN iassist-1116 10 16 of of ADP iassist-1116 10 17 these these DET iassist-1116 10 18 standards standard NOUN iassist-1116 10 19 . . PUNCT iassist-1116 11 1 they they PRON iassist-1116 11 2 also also ADV iassist-1116 11 3 inform inform VERB iassist-1116 11 4 researchers researcher NOUN iassist-1116 11 5 and and CCONJ iassist-1116 11 6 data datum NOUN iassist-1116 11 7 stewards steward NOUN iassist-1116 11 8 about about ADP iassist-1116 11 9 how how SCONJ iassist-1116 11 10 ddi ddi ADJ iassist-1116 11 11 - - PUNCT iassist-1116 11 12 codebook codebook NOUN iassist-1116 11 13 is be AUX iassist-1116 11 14 utilized utilize VERB iassist-1116 11 15 by by ADP iassist-1116 11 16 the the DET iassist-1116 11 17 community community NOUN iassist-1116 11 18 . . PUNCT iassist-1116 12 1 overall overall ADV iassist-1116 12 2 , , PUNCT iassist-1116 12 3 this this DET iassist-1116 12 4 investigation investigation NOUN iassist-1116 12 5 underscores underscore VERB iassist-1116 12 6 the the DET iassist-1116 12 7 value value NOUN iassist-1116 12 8 of of ADP iassist-1116 12 9 openly openly ADV iassist-1116 12 10 available available ADJ iassist-1116 12 11 metadata metadata NOUN iassist-1116 12 12 in in ADP iassist-1116 12 13 supporting support VERB iassist-1116 12 14 research research NOUN iassist-1116 12 15 and and CCONJ iassist-1116 12 16 achieving achieve VERB iassist-1116 12 17 the the DET iassist-1116 12 18 goals goal NOUN iassist-1116 12 19 of of ADP iassist-1116 12 20 the the DET iassist-1116 12 21 fair fair ADJ iassist-1116 12 22 data datum NOUN iassist-1116 12 23 movement movement NOUN iassist-1116 12 24 . . PUNCT iassist-1116 13 1 keywords keyword VERB iassist-1116 13 2 ddi ddi ADJ iassist-1116 13 3 , , PUNCT iassist-1116 13 4 metadata metadata VERB iassist-1116 13 5 harvesting harvesting NOUN iassist-1116 13 6 , , PUNCT iassist-1116 13 7 oai oai NOUN iassist-1116 13 8 - - PUNCT iassist-1116 13 9 pmh pmh NOUN iassist-1116 13 10 , , PUNCT iassist-1116 13 11 ddi ddi PROPN iassist-1116 13 12 - - PUNCT iassist-1116 13 13 codebook codebook NOUN iassist-1116 13 14 , , PUNCT iassist-1116 13 15 data datum NOUN iassist-1116 13 16 catalogues catalogue NOUN iassist-1116 13 17 introduction introduction NOUN iassist-1116 13 18 over over ADP iassist-1116 13 19 the the DET iassist-1116 13 20 years year NOUN iassist-1116 13 21 the the DET iassist-1116 13 22 diagram diagram NOUN iassist-1116 13 23 for for ADP iassist-1116 13 24 the the DET iassist-1116 13 25 lod lod PROPN iassist-1116 13 26 cloud cloud PROPN iassist-1116 13 27 ( ( PUNCT iassist-1116 13 28 mccrae mccrae PROPN iassist-1116 13 29 2024 2024 NUM iassist-1116 13 30 ) ) PUNCT iassist-1116 13 31 shows show VERB iassist-1116 13 32 the the DET iassist-1116 13 33 success success NOUN iassist-1116 13 34 story story NOUN iassist-1116 13 35 of of ADP iassist-1116 13 36 linked link VERB iassist-1116 13 37 open open ADJ iassist-1116 13 38 data datum NOUN iassist-1116 13 39 : : PUNCT iassist-1116 13 40 when when SCONJ iassist-1116 13 41 it it PRON iassist-1116 13 42 started start VERB iassist-1116 13 43 in in ADP iassist-1116 13 44 2007 2007 NUM iassist-1116 13 45 the the DET iassist-1116 13 46 lod lod PROPN iassist-1116 13 47 cloud cloud PROPN iassist-1116 13 48 reported report VERB iassist-1116 13 49 the the DET iassist-1116 13 50 existence existence NOUN iassist-1116 13 51 of of ADP iassist-1116 13 52 12 12 NUM iassist-1116 13 53 interconnected interconnected ADJ iassist-1116 13 54 datasets dataset NOUN iassist-1116 13 55 ( ( PUNCT iassist-1116 13 56 resolvable resolvable ADJ iassist-1116 13 57 and and CCONJ iassist-1116 13 58 accessible accessible ADJ iassist-1116 13 59 rdf rdf VERB iassist-1116 13 60 data datum NOUN iassist-1116 13 61 with with ADP iassist-1116 13 62 at at ADV iassist-1116 13 63 least least ADJ iassist-1116 13 64 1000 1000 NUM iassist-1116 13 65 triples triple NOUN iassist-1116 13 66 ) ) PUNCT iassist-1116 13 67 . . PUNCT iassist-1116 14 1 in in ADP iassist-1116 14 2 2023 2023 NUM iassist-1116 14 3 , , PUNCT iassist-1116 14 4 16 16 NUM iassist-1116 14 5 years year NOUN iassist-1116 14 6 later later ADV iassist-1116 14 7 , , PUNCT iassist-1116 14 8 1,314 1,314 NUM iassist-1116 14 9 datasets dataset NOUN iassist-1116 14 10 build build VERB iassist-1116 14 11 the the DET iassist-1116 14 12 lod lod PROPN iassist-1116 14 13 cloud cloud NOUN iassist-1116 14 14 showing show VERB iassist-1116 14 15 that that SCONJ iassist-1116 14 16 the the DET iassist-1116 14 17 idea idea NOUN iassist-1116 14 18 of of ADP iassist-1116 14 19 publishing publish VERB iassist-1116 14 20 interconnected interconnected ADJ iassist-1116 14 21 data datum NOUN iassist-1116 14 22 is be AUX iassist-1116 14 23 attracting attract VERB iassist-1116 14 24 an an DET iassist-1116 14 25 increasing increase VERB iassist-1116 14 26 number number NOUN iassist-1116 14 27 of of ADP iassist-1116 14 28 users user NOUN iassist-1116 14 29 . . PUNCT iassist-1116 15 1 driven drive VERB iassist-1116 15 2 by by ADP iassist-1116 15 3 the the DET iassist-1116 15 4 goals goal NOUN iassist-1116 15 5 of of ADP iassist-1116 15 6 standardization standardization NOUN iassist-1116 15 7 , , PUNCT iassist-1116 15 8 linking link VERB iassist-1116 15 9 and and CCONJ iassist-1116 15 10 re re NOUN iassist-1116 15 11 - - NOUN iassist-1116 15 12 use use VERB iassist-1116 15 13 , , PUNCT iassist-1116 15 14 the the DET iassist-1116 15 15 standards standard NOUN iassist-1116 15 16 of of ADP iassist-1116 15 17 the the DET iassist-1116 15 18 ddi ddi PROPN iassist-1116 15 19 alliance alliance NOUN iassist-1116 15 20 follow follow VERB iassist-1116 15 21 a a DET iassist-1116 15 22 similar similar ADJ iassist-1116 15 23 mission mission NOUN iassist-1116 15 24 in in ADP iassist-1116 15 25 the the DET iassist-1116 15 26 world world NOUN iassist-1116 15 27 of of ADP iassist-1116 15 28 research research NOUN iassist-1116 15 29 data datum NOUN iassist-1116 15 30 : : PUNCT iassist-1116 15 31 from from ADP iassist-1116 15 32 ddi ddi PROPN iassist-1116 15 33 - - PUNCT iassist-1116 15 34 codebook codebook NOUN iassist-1116 15 35 ( ( PUNCT iassist-1116 15 36 ddi ddi PROPN iassist-1116 15 37 alliance alliance NOUN iassist-1116 15 38 2014 2014 NUM iassist-1116 15 39 ) ) PUNCT iassist-1116 15 40 to to ADP iassist-1116 15 41 ddi ddi NOUN iassist-1116 15 42 - - PUNCT iassist-1116 15 43 lifecycle lifecycle NOUN iassist-1116 15 44 ( ( PUNCT iassist-1116 15 45 ddi ddi PROPN iassist-1116 15 46 alliance alliance NOUN iassist-1116 15 47 2020 2020 NUM iassist-1116 15 48 ) ) PUNCT iassist-1116 15 49 , , PUNCT iassist-1116 15 50 the the DET iassist-1116 15 51 ddi ddi PROPN iassist-1116 15 52 standards standard NOUN iassist-1116 15 53 are be AUX iassist-1116 15 54 constantly constantly ADV iassist-1116 15 55 becoming become VERB iassist-1116 15 56 more more ADV iassist-1116 15 57 extensive extensive ADJ iassist-1116 15 58 and and CCONJ iassist-1116 15 59 complex complex ADJ iassist-1116 15 60 . . PUNCT iassist-1116 16 1 we we PRON iassist-1116 16 2 are be AUX iassist-1116 16 3 interested interested ADJ iassist-1116 16 4 in in ADP iassist-1116 16 5 which which PRON iassist-1116 16 6 parts part NOUN iassist-1116 16 7 of of ADP iassist-1116 16 8 the the DET iassist-1116 16 9 standards standard NOUN iassist-1116 16 10 are be AUX iassist-1116 16 11 used use VERB iassist-1116 16 12 to to PART iassist-1116 16 13 inform inform VERB iassist-1116 16 14 users user NOUN iassist-1116 16 15 and and CCONJ iassist-1116 16 16 development development NOUN iassist-1116 16 17 . . PUNCT iassist-1116 17 1 therefore therefore ADV iassist-1116 17 2 , , PUNCT iassist-1116 17 3 we we PRON iassist-1116 17 4 collected collect VERB iassist-1116 17 5 and and CCONJ iassist-1116 17 6 analyzed analyze VERB iassist-1116 17 7 ddi ddi PROPN iassist-1116 17 8 metadata metadata NOUN iassist-1116 17 9 in in ADP iassist-1116 17 10 the the DET iassist-1116 17 11 wild wild NOUN iassist-1116 17 12 . . PUNCT iassist-1116 18 1 as as ADP iassist-1116 18 2 a a DET iassist-1116 18 3 result result NOUN iassist-1116 18 4 , , PUNCT iassist-1116 18 5 we we PRON iassist-1116 18 6 created create VERB iassist-1116 18 7 an an DET iassist-1116 18 8 overview overview NOUN iassist-1116 18 9 of of ADP iassist-1116 18 10 the the DET iassist-1116 18 11 ddi ddi PROPN iassist-1116 18 12 cloud cloud NOUN iassist-1116 18 13 : : PUNCT iassist-1116 18 14 sources source NOUN iassist-1116 18 15 where where SCONJ iassist-1116 18 16 ddi ddi PROPN iassist-1116 18 17 metadata metadata NOUN iassist-1116 18 18 can can AUX iassist-1116 18 19 be be AUX iassist-1116 18 20 found find VERB iassist-1116 18 21 , , PUNCT iassist-1116 18 22 the the DET iassist-1116 18 23 structure structure NOUN iassist-1116 18 24 of of ADP iassist-1116 18 25 published publish VERB iassist-1116 18 26 metadata metadata NOUN iassist-1116 18 27 itself itself PRON iassist-1116 18 28 , , PUNCT iassist-1116 18 29 as as SCONJ iassist-1116 18 30 re re VERB iassist-1116 18 31 - - VERB iassist-1116 18 32 use use NOUN iassist-1116 18 33 is be AUX iassist-1116 18 34 intended intend VERB iassist-1116 18 35 ( ( PUNCT iassist-1116 18 36 there there PRON iassist-1116 18 37 can can AUX iassist-1116 18 38 and and CCONJ iassist-1116 18 39 should should AUX iassist-1116 18 40 be be AUX iassist-1116 18 41 links link NOUN iassist-1116 18 42 between between ADP iassist-1116 18 43 the the DET iassist-1116 18 44 various various ADJ iassist-1116 18 45 entities entity NOUN iassist-1116 18 46 ) ) PUNCT iassist-1116 19 1 so so SCONJ iassist-1116 19 2 the the DET iassist-1116 19 3 term term NOUN iassist-1116 19 4 “ " PUNCT iassist-1116 19 5 cloud cloud NOUN iassist-1116 19 6 ” " PUNCT iassist-1116 19 7 is be AUX iassist-1116 19 8 appropriate appropriate ADJ iassist-1116 19 9 here here ADV iassist-1116 19 10 , , PUNCT iassist-1116 19 11 too too ADV iassist-1116 19 12 . . PUNCT iassist-1116 20 1 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 PROPN iassist-1116 21 1 https://creativecommons.org/licenses/by-nc/4.0/ https://creativecommons.org/licenses/by-nc/4.0/ PRON iassist-1116 21 2 2/15 2/15 NUM iassist-1116 21 3 wenzig wenzig NOUN iassist-1116 21 4 , , PUNCT iassist-1116 21 5 knut knut PROPN iassist-1116 21 6 & & CCONJ iassist-1116 21 7 han han PROPN iassist-1116 21 8 , , PUNCT iassist-1116 21 9 xiaoyao xiaoyao PROPN iassist-1116 21 10 ( ( PUNCT iassist-1116 21 11 2024 2024 NUM iassist-1116 21 12 ) ) PUNCT iassist-1116 21 13 state state NOUN iassist-1116 21 14 of of ADP iassist-1116 21 15 the the DET iassist-1116 21 16 ddi ddi PROPN iassist-1116 21 17 cloud cloud NOUN iassist-1116 21 18 , , PUNCT iassist-1116 21 19 iassist iassist VERB iassist-1116 21 20 quarterly quarterly ADJ iassist-1116 21 21 48(4 48(4 NUM iassist-1116 21 22 ) ) PUNCT iassist-1116 21 23 , , PUNCT iassist-1116 21 24 pp pp PROPN iassist-1116 21 25 . . PUNCT iassist-1116 22 1 1 1 NUM iassist-1116 22 2 - - SYM iassist-1116 22 3 15 15 NUM iassist-1116 22 4 . . PUNCT iassist-1116 23 1 doi doi NOUN iassist-1116 23 2 : : PUNCT iassist-1116 23 3 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 ADP iassist-1116 23 4 version version VERB iassist-1116 23 5 2.5 2.5 NUM iassist-1116 23 6 of of ADP iassist-1116 23 7 the the DET iassist-1116 23 8 standard standard ADJ iassist-1116 23 9 ddi ddi PROPN iassist-1116 23 10 - - PUNCT iassist-1116 23 11 codebook codebook NOUN iassist-1116 23 12 is be AUX iassist-1116 23 13 the the DET iassist-1116 23 14 latest late ADJ iassist-1116 23 15 version version NOUN iassist-1116 23 16 of of ADP iassist-1116 23 17 ddi ddi PROPN iassist-1116 23 18 - - NOUN iassist-1116 23 19 codebook codebook NOUN iassist-1116 23 20 and and CCONJ iassist-1116 23 21 has have AUX iassist-1116 23 22 been be AUX iassist-1116 23 23 last last ADV iassist-1116 23 24 published publish VERB iassist-1116 23 25 with with ADP iassist-1116 23 26 some some DET iassist-1116 23 27 backward backward ADJ iassist-1116 23 28 compatible compatible ADJ iassist-1116 23 29 bug bug NOUN iassist-1116 23 30 corrections correction NOUN iassist-1116 23 31 in in ADP iassist-1116 23 32 2014 2014 NUM iassist-1116 23 33 . . PUNCT iassist-1116 24 1 version version NOUN iassist-1116 24 2 2.6 2.6 NUM iassist-1116 24 3 is be AUX iassist-1116 24 4 currently currently ADV iassist-1116 24 5 under under ADP iassist-1116 24 6 development development NOUN iassist-1116 24 7 and and CCONJ iassist-1116 24 8 about about ADP iassist-1116 24 9 to to PART iassist-1116 24 10 be be AUX iassist-1116 24 11 released release VERB iassist-1116 24 12 soon soon ADV iassist-1116 24 13 . . PUNCT iassist-1116 25 1 a a DET iassist-1116 25 2 ddi ddi PROPN iassist-1116 25 3 - - PUNCT iassist-1116 25 4 codebook codebook NOUN iassist-1116 25 5 compliant compliant ADJ iassist-1116 25 6 xml xml NOUN iassist-1116 25 7 file file NOUN iassist-1116 25 8 ( ( PUNCT iassist-1116 25 9 see see VERB iassist-1116 25 10 figure figure NOUN iassist-1116 25 11 1 1 NUM iassist-1116 25 12 ) ) PUNCT iassist-1116 25 13 can can AUX iassist-1116 25 14 cover cover VERB iassist-1116 25 15 5 5 NUM iassist-1116 25 16 main main ADJ iassist-1116 25 17 areas area NOUN iassist-1116 25 18 , , PUNCT iassist-1116 25 19 which which PRON iassist-1116 25 20 are be AUX iassist-1116 25 21 located locate VERB iassist-1116 25 22 on on ADP iassist-1116 25 23 level level NOUN iassist-1116 25 24 2 2 NUM iassist-1116 25 25 within within ADP iassist-1116 25 26 the the DET iassist-1116 25 27 element element NOUN iassist-1116 25 28 < < X iassist-1116 25 29 codebook codebook X iassist-1116 25 30 > > X iassist-1116 25 31 on on ADP iassist-1116 25 32 level level NOUN iassist-1116 25 33 1 1 NUM iassist-1116 25 34 : : SYM iassist-1116 25 35 1 1 NUM iassist-1116 25 36 . . PUNCT iassist-1116 26 1 the the DET iassist-1116 26 2 optional optional ADJ iassist-1116 26 3 and and CCONJ iassist-1116 26 4 repeatable repeatable ADJ iassist-1116 26 5 description description NOUN iassist-1116 26 6 of of ADP iassist-1116 26 7 the the DET iassist-1116 26 8 xml xml NOUN iassist-1116 26 9 file file NOUN iassist-1116 26 10 itself itself PRON iassist-1116 26 11 is be AUX iassist-1116 26 12 located locate VERB iassist-1116 26 13 within within ADP iassist-1116 26 14 the the DET iassist-1116 26 15 element element NOUN iassist-1116 26 16 < < X iassist-1116 26 17 docdscr docdscr NOUN iassist-1116 26 18 > > X iassist-1116 26 19 , , PUNCT iassist-1116 26 20 where where SCONJ iassist-1116 26 21 for for ADP iassist-1116 26 22 example example NOUN iassist-1116 26 23 bibliographic bibliographic ADJ iassist-1116 26 24 information information NOUN iassist-1116 26 25 for for ADP iassist-1116 26 26 the the DET iassist-1116 26 27 file file NOUN iassist-1116 26 28 can can AUX iassist-1116 26 29 be be AUX iassist-1116 26 30 stored store VERB iassist-1116 26 31 in in ADP iassist-1116 26 32 an an DET iassist-1116 26 33 element element NOUN iassist-1116 26 34 < < X iassist-1116 26 35 citation citation NOUN iassist-1116 26 36 > > X iassist-1116 26 37 . . PUNCT iassist-1116 27 1 2 2 X iassist-1116 27 2 . . X iassist-1116 27 3 the the DET iassist-1116 27 4 mandatory mandatory ADJ iassist-1116 27 5 and and CCONJ iassist-1116 27 6 repeatable repeatable ADJ iassist-1116 27 7 element element NOUN iassist-1116 27 8 < < X iassist-1116 27 9 stdydscr stdydscr NOUN iassist-1116 27 10 > > X iassist-1116 27 11 describes describe VERB iassist-1116 27 12 the the DET iassist-1116 27 13 study study NOUN iassist-1116 27 14 and and CCONJ iassist-1116 27 15 holds hold VERB iassist-1116 27 16 information information NOUN iassist-1116 27 17 about about ADP iassist-1116 27 18 the the DET iassist-1116 27 19 data data NOUN iassist-1116 27 20 collection collection NOUN iassist-1116 27 21 ( ( PUNCT iassist-1116 27 22 or or CCONJ iassist-1116 27 23 compilation compilation NOUN iassist-1116 27 24 ) ) PUNCT iassist-1116 27 25 and and CCONJ iassist-1116 27 26 general general ADJ iassist-1116 27 27 information information NOUN iassist-1116 27 28 including include VERB iassist-1116 27 29 title title NOUN iassist-1116 27 30 , , PUNCT iassist-1116 27 31 abstracts abstract NOUN iassist-1116 27 32 or or CCONJ iassist-1116 27 33 keywords keyword NOUN iassist-1116 27 34 . . PUNCT iassist-1116 28 1 3 3 X iassist-1116 28 2 . . X iassist-1116 28 3 the the DET iassist-1116 28 4 element element NOUN iassist-1116 28 5 < < X iassist-1116 28 6 filedscr filedscr PROPN iassist-1116 28 7 > > X iassist-1116 28 8 is be AUX iassist-1116 28 9 used use VERB iassist-1116 28 10 to to PART iassist-1116 28 11 describe describe VERB iassist-1116 28 12 the the DET iassist-1116 28 13 files file NOUN iassist-1116 28 14 that that PRON iassist-1116 28 15 comprise comprise VERB iassist-1116 28 16 the the DET iassist-1116 28 17 collection collection NOUN iassist-1116 28 18 documented document VERB iassist-1116 28 19 by by ADP iassist-1116 28 20 the the DET iassist-1116 28 21 ddi ddi PROPN iassist-1116 28 22 - - PUNCT iassist-1116 28 23 codebook codebook NOUN iassist-1116 28 24 xml xml NOUN iassist-1116 28 25 . . PUNCT iassist-1116 29 1 it it PRON iassist-1116 29 2 is be AUX iassist-1116 29 3 optional optional ADJ iassist-1116 29 4 and and CCONJ iassist-1116 29 5 can can AUX iassist-1116 29 6 be be AUX iassist-1116 29 7 repeated repeat VERB iassist-1116 29 8 for for ADP iassist-1116 29 9 multiple multiple ADJ iassist-1116 29 10 files file NOUN iassist-1116 29 11 . . PUNCT iassist-1116 30 1 4 4 X iassist-1116 30 2 . . X iassist-1116 30 3 the the DET iassist-1116 30 4 optional optional ADJ iassist-1116 30 5 and and CCONJ iassist-1116 30 6 repeatable repeatable ADJ iassist-1116 30 7 element element NOUN iassist-1116 30 8 < < X iassist-1116 30 9 datadscr datadscr X iassist-1116 30 10 > > X iassist-1116 30 11 holds hold VERB iassist-1116 30 12 information information NOUN iassist-1116 30 13 about about ADP iassist-1116 30 14 variables variable NOUN iassist-1116 30 15 and and CCONJ iassist-1116 30 16 their their PRON iassist-1116 30 17 categories category NOUN iassist-1116 30 18 . . PUNCT iassist-1116 31 1 5 5 X iassist-1116 31 2 . . X iassist-1116 31 3 other other ADJ iassist-1116 31 4 materials material NOUN iassist-1116 31 5 that that PRON iassist-1116 31 6 are be AUX iassist-1116 31 7 related relate VERB iassist-1116 31 8 to to ADP iassist-1116 31 9 the the DET iassist-1116 31 10 collection collection NOUN iassist-1116 31 11 / / SYM iassist-1116 31 12 study study NOUN iassist-1116 31 13 can can AUX iassist-1116 31 14 be be AUX iassist-1116 31 15 described describe VERB iassist-1116 31 16 using use VERB iassist-1116 31 17 the the DET iassist-1116 31 18 element element NOUN iassist-1116 31 19 < < X iassist-1116 31 20 othermat othermat NOUN iassist-1116 31 21 > > X iassist-1116 31 22 . . PUNCT iassist-1116 32 1 < < X iassist-1116 32 2 codebook[1 codebook[1 PROPN iassist-1116 32 3 ] ] X iassist-1116 32 4 > > X iassist-1116 32 5 < < X iassist-1116 32 6 docdscr[0 docdscr[0 NOUN iassist-1116 32 7 - - PUNCT iassist-1116 32 8 n n CCONJ iassist-1116 32 9 ] ] PUNCT iassist-1116 32 10 > > X iassist-1116 32 11 ... ... PUNCT iassist-1116 32 12 bibliographic bibliographic ADJ iassist-1116 32 13 information information NOUN iassist-1116 32 14 describing describe VERB iassist-1116 32 15 the the DET iassist-1116 32 16 ddi ddi PROPN iassist-1116 32 17 document document NOUN iassist-1116 32 18 itself itself PRON iassist-1116 32 19 ... ... PUNCT iassist-1116 33 1 < < X iassist-1116 33 2 /docdscr /docdscr X iassist-1116 33 3 > > X iassist-1116 33 4 < < X iassist-1116 33 5 stdydscr[1 stdydscr[1 PROPN iassist-1116 33 6 - - PUNCT iassist-1116 33 7 n n CCONJ iassist-1116 33 8 ] ] PUNCT iassist-1116 33 9 > > X iassist-1116 33 10 ... ... PUNCT iassist-1116 33 11 information information NOUN iassist-1116 33 12 about about ADP iassist-1116 33 13 the the DET iassist-1116 33 14 data datum NOUN iassist-1116 33 15 collection collection NOUN iassist-1116 33 16 , , PUNCT iassist-1116 33 17 study study NOUN iassist-1116 33 18 , , PUNCT iassist-1116 33 19 or or CCONJ iassist-1116 33 20 compilation compilation NOUN iassist-1116 33 21 ... ... PUNCT iassist-1116 34 1 < < X iassist-1116 34 2 citation[1 citation[1 PROPN iassist-1116 34 3 - - PUNCT iassist-1116 34 4 n n CCONJ iassist-1116 34 5 ] ] PUNCT iassist-1116 34 6 > > X iassist-1116 34 7 < < X iassist-1116 34 8 titlestmt[1 titlestmt[1 VERB iassist-1116 34 9 ] ] PUNCT iassist-1116 34 10 > > X iassist-1116 34 11 < < X iassist-1116 34 12 titl[1]>text titl[1]>text NOUN iassist-1116 34 13 of of ADP iassist-1116 34 14 the the DET iassist-1116 34 15 title > X iassist-1116 34 17 < < X iassist-1116 34 18 /titlestmt /titlestmt X iassist-1116 34 19 > > X iassist-1116 34 20 < < X iassist-1116 34 21 /citation /citation X iassist-1116 34 22 > > X iassist-1116 34 23 < < X iassist-1116 34 24 /stdydscr /stdydscr X iassist-1116 34 25 > > X iassist-1116 34 26 < < X iassist-1116 34 27 filedscr[0 filedscr[0 NOUN iassist-1116 34 28 - - PUNCT iassist-1116 34 29 n n CCONJ iassist-1116 34 30 ] ] PUNCT iassist-1116 34 31 > > X iassist-1116 34 32 ... ... PUNCT iassist-1116 34 33 information information NOUN iassist-1116 34 34 about about ADP iassist-1116 34 35 the the DET iassist-1116 34 36 data datum NOUN iassist-1116 34 37 file(s file(s NOUN iassist-1116 34 38 ) ) PUNCT iassist-1116 34 39 ... ... PUNCT iassist-1116 35 1 < < X iassist-1116 35 2 /filedscr /filedscr X iassist-1116 35 3 > > X iassist-1116 35 4 < < X iassist-1116 35 5 datadscr[0 datadscr[0 PROPN iassist-1116 35 6 - - PUNCT iassist-1116 35 7 n n CCONJ iassist-1116 35 8 ] ] PUNCT iassist-1116 35 9 > > PUNCT iassist-1116 35 10 ... ... PUNCT iassist-1116 35 11 description description NOUN iassist-1116 35 12 of of ADP iassist-1116 35 13 variables variable NOUN iassist-1116 35 14 ... ... PUNCT iassist-1116 36 1 < < X iassist-1116 36 2 /datadscr /datadscr X iassist-1116 36 3 > > X iassist-1116 36 4 < < X iassist-1116 36 5 othermat[0 othermat[0 NUM iassist-1116 36 6 - - PUNCT iassist-1116 36 7 n n CCONJ iassist-1116 36 8 ] ] PUNCT iassist-1116 36 9 > > X iassist-1116 36 10 ... ... PUNCT iassist-1116 36 11 other other ADJ iassist-1116 36 12 materials material NOUN iassist-1116 36 13 that that PRON iassist-1116 36 14 are be AUX iassist-1116 36 15 related relate VERB iassist-1116 36 16 to to ADP iassist-1116 36 17 the the DET iassist-1116 36 18 study study NOUN iassist-1116 36 19 ... ... PUNCT iassist-1116 37 1 < < X iassist-1116 37 2 /othermat /othermat X iassist-1116 37 3 > > X iassist-1116 37 4 < < X iassist-1116 37 5 /codebook /codebook NOUN iassist-1116 37 6 > > X iassist-1116 37 7 figure figure NOUN iassist-1116 37 8 1 1 NUM iassist-1116 37 9 : : PUNCT iassist-1116 37 10 ddi ddi ADJ iassist-1116 37 11 - - PUNCT iassist-1116 37 12 codebook codebook NOUN iassist-1116 37 13 metadata metadata NOUN iassist-1116 37 14 as as ADP iassist-1116 37 15 pseudo pseudo NOUN iassist-1116 37 16 - - NOUN iassist-1116 37 17 xml xml NOUN iassist-1116 37 18 - - NOUN iassist-1116 37 19 code code NOUN iassist-1116 37 20 with with ADP iassist-1116 37 21 some some DET iassist-1116 37 22 remarks remark NOUN iassist-1116 37 23 on on ADP iassist-1116 37 24 the the DET iassist-1116 37 25 payload payload NOUN iassist-1116 37 26 information information NOUN iassist-1116 37 27 . . PUNCT iassist-1116 38 1 the the DET iassist-1116 38 2 cardinality cardinality NOUN iassist-1116 38 3 in in ADP iassist-1116 38 4 the the DET iassist-1116 38 5 square square ADJ iassist-1116 38 6 brackets bracket NOUN iassist-1116 38 7 is be AUX iassist-1116 38 8 not not PART iassist-1116 38 9 part part NOUN iassist-1116 38 10 of of ADP iassist-1116 38 11 the the DET iassist-1116 38 12 xml xml NOUN iassist-1116 38 13 code code NOUN iassist-1116 38 14 : : PUNCT iassist-1116 39 1 [ [ X iassist-1116 39 2 1 1 X iassist-1116 39 3 ] ] PUNCT iassist-1116 39 4 stands stand VERB iassist-1116 39 5 for for ADP iassist-1116 39 6 mandatory mandatory ADJ iassist-1116 39 7 and and CCONJ iassist-1116 39 8 non non ADJ iassist-1116 39 9 - - ADJ iassist-1116 39 10 repeatable repeatable ADJ iassist-1116 39 11 element element NOUN iassist-1116 39 12 , , PUNCT iassist-1116 39 13 [ [ X iassist-1116 39 14 1 1 NUM iassist-1116 39 15 - - SYM iassist-1116 39 16 n n CCONJ iassist-1116 39 17 ] ] PUNCT iassist-1116 39 18 means mean VERB iassist-1116 39 19 mandatory mandatory ADJ iassist-1116 39 20 and and CCONJ iassist-1116 39 21 repeatable repeatable ADJ iassist-1116 39 22 , , PUNCT iassist-1116 39 23 [ [ X iassist-1116 39 24 0 0 NUM iassist-1116 39 25 - - SYM iassist-1116 39 26 1 1 NUM iassist-1116 39 27 ] ] PUNCT iassist-1116 39 28 means mean VERB iassist-1116 39 29 optional optional ADJ iassist-1116 39 30 and and CCONJ iassist-1116 39 31 non non ADJ iassist-1116 39 32 - - ADJ iassist-1116 39 33 repeatable repeatable ADJ iassist-1116 39 34 , , PUNCT iassist-1116 39 35 [ [ X iassist-1116 39 36 0 0 NUM iassist-1116 39 37 - - SYM iassist-1116 39 38 n n CCONJ iassist-1116 39 39 ] ] PUNCT iassist-1116 39 40 is be AUX iassist-1116 39 41 optional optional ADJ iassist-1116 39 42 and and CCONJ iassist-1116 39 43 repeatable repeatable ADJ iassist-1116 39 44 . . PUNCT iassist-1116 40 1 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 PROPN iassist-1116 40 2 3/15 3/15 NUM iassist-1116 40 3 wenzig wenzig NOUN iassist-1116 40 4 , , PUNCT iassist-1116 40 5 knut knut PROPN iassist-1116 40 6 & & CCONJ iassist-1116 40 7 han han PROPN iassist-1116 40 8 , , PUNCT iassist-1116 40 9 xiaoyao xiaoyao PROPN iassist-1116 40 10 ( ( PUNCT iassist-1116 40 11 2024 2024 NUM iassist-1116 40 12 ) ) PUNCT iassist-1116 40 13 state state NOUN iassist-1116 40 14 of of ADP iassist-1116 40 15 the the DET iassist-1116 40 16 ddi ddi PROPN iassist-1116 40 17 cloud cloud NOUN iassist-1116 40 18 , , PUNCT iassist-1116 40 19 iassist iassist VERB iassist-1116 40 20 quarterly quarterly ADJ iassist-1116 40 21 48(4 48(4 NUM iassist-1116 40 22 ) ) PUNCT iassist-1116 40 23 , , PUNCT iassist-1116 40 24 pp pp PROPN iassist-1116 40 25 . . PUNCT iassist-1116 41 1 1 1 NUM iassist-1116 41 2 - - SYM iassist-1116 41 3 15 15 NUM iassist-1116 41 4 . . PUNCT iassist-1116 42 1 doi doi NOUN iassist-1116 42 2 : : PUNCT iassist-1116 42 3 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 ADP iassist-1116 42 4 as as SCONJ iassist-1116 42 5 figure figure NOUN iassist-1116 42 6 1 1 NUM iassist-1116 42 7 shows show NOUN iassist-1116 42 8 , , PUNCT iassist-1116 42 9 at at ADP iassist-1116 42 10 least least ADJ iassist-1116 42 11 the the DET iassist-1116 42 12 title title NOUN iassist-1116 42 13 of of ADP iassist-1116 42 14 the the DET iassist-1116 42 15 study study NOUN iassist-1116 42 16 in in ADP iassist-1116 42 17 the the DET iassist-1116 42 18 element element NOUN iassist-1116 42 19 < < X iassist-1116 42 20 titl titl PROPN iassist-1116 42 21 > > X iassist-1116 42 22 is be AUX iassist-1116 42 23 mandatory mandatory ADJ iassist-1116 42 24 . . PUNCT iassist-1116 43 1 it it PRON iassist-1116 43 2 is be AUX iassist-1116 43 3 the the DET iassist-1116 43 4 only only ADJ iassist-1116 43 5 mandatory mandatory ADJ iassist-1116 43 6 element element NOUN iassist-1116 43 7 within within ADP iassist-1116 43 8 the the DET iassist-1116 43 9 standard standard NOUN iassist-1116 43 10 . . PUNCT iassist-1116 44 1 all all ADV iassist-1116 44 2 together together ADV iassist-1116 44 3 ddi ddi PROPN iassist-1116 44 4 - - PUNCT iassist-1116 44 5 codebook codebook NOUN iassist-1116 44 6 2.5 2.5 NUM iassist-1116 44 7 specifies specifie NOUN iassist-1116 44 8 252 252 NUM iassist-1116 44 9 different different ADJ iassist-1116 44 10 elements element NOUN iassist-1116 44 11 : : PUNCT iassist-1116 44 12 243 243 NUM iassist-1116 44 13 global global ADJ iassist-1116 44 14 and and CCONJ iassist-1116 44 15 9 9 NUM iassist-1116 44 16 local local ADJ iassist-1116 44 17 ones one NOUN iassist-1116 44 18 . . PUNCT iassist-1116 45 1 in in ADP iassist-1116 45 2 social social ADJ iassist-1116 45 3 sciences science NOUN iassist-1116 45 4 tabular tabular PROPN iassist-1116 45 5 data datum NOUN iassist-1116 45 6 are be AUX iassist-1116 45 7 widely widely ADV iassist-1116 45 8 used use VERB iassist-1116 45 9 . . PUNCT iassist-1116 46 1 the the DET iassist-1116 46 2 most most ADV iassist-1116 46 3 prominent prominent ADJ iassist-1116 46 4 but but CCONJ iassist-1116 46 5 proprietary proprietary ADJ iassist-1116 46 6 data data NOUN iassist-1116 46 7 formats format NOUN iassist-1116 46 8 in in ADP iassist-1116 46 9 social social ADJ iassist-1116 46 10 sciences science NOUN iassist-1116 46 11 ( ( PUNCT iassist-1116 46 12 like like INTJ iassist-1116 46 13 spss spss PROPN iassist-1116 46 14 , , PUNCT iassist-1116 46 15 stata stata PROPN iassist-1116 46 16 , , PUNCT iassist-1116 46 17 sas sas PROPN iassist-1116 46 18 ) ) PUNCT iassist-1116 46 19 already already ADV iassist-1116 46 20 contain contain VERB iassist-1116 46 21 per per ADP iassist-1116 46 22 default default NOUN iassist-1116 46 23 different different ADJ iassist-1116 46 24 metadata metadata NOUN iassist-1116 46 25 like like ADP iassist-1116 46 26 variable variable ADJ iassist-1116 46 27 labels label NOUN iassist-1116 46 28 and and CCONJ iassist-1116 46 29 value value NOUN iassist-1116 46 30 labels label NOUN iassist-1116 46 31 , , PUNCT iassist-1116 46 32 often often ADV iassist-1116 46 33 combined combine VERB iassist-1116 46 34 with with ADP iassist-1116 46 35 multilingual multilingual ADJ iassist-1116 46 36 features feature NOUN iassist-1116 46 37 . . PUNCT iassist-1116 47 1 providing provide VERB iassist-1116 47 2 those those DET iassist-1116 47 3 metadata metadata NOUN iassist-1116 47 4 would would AUX iassist-1116 47 5 be be AUX iassist-1116 47 6 straightforward straightforward ADJ iassist-1116 47 7 , , PUNCT iassist-1116 47 8 relatively relatively ADV iassist-1116 47 9 inexpensive inexpensive ADJ iassist-1116 47 10 and and CCONJ iassist-1116 47 11 undoubtedly undoubtedly ADV iassist-1116 47 12 in in ADP iassist-1116 47 13 line line NOUN iassist-1116 47 14 with with ADP iassist-1116 47 15 each each DET iassist-1116 47 16 aspect aspect NOUN iassist-1116 47 17 of of ADP iassist-1116 47 18 the the DET iassist-1116 47 19 four four NUM iassist-1116 47 20 fair fair ADJ iassist-1116 47 21 principles principle NOUN iassist-1116 47 22 ( ( PUNCT iassist-1116 47 23 wilkinson wilkinson PROPN iassist-1116 47 24 , , PUNCT iassist-1116 47 25 dumontier dumontier PROPN iassist-1116 47 26 , , PUNCT iassist-1116 47 27 aalbersberg aalbersberg PROPN iassist-1116 47 28 , , PUNCT iassist-1116 47 29 et et PROPN iassist-1116 47 30 al al PROPN iassist-1116 47 31 . . PROPN iassist-1116 47 32 2016 2016 NUM iassist-1116 47 33 ) ) PUNCT iassist-1116 47 34 , , PUNCT iassist-1116 47 35 which which PRON iassist-1116 47 36 deal deal VERB iassist-1116 47 37 in in ADP iassist-1116 47 38 the the DET iassist-1116 47 39 end end NOUN iassist-1116 47 40 with with ADP iassist-1116 47 41 the the DET iassist-1116 47 42 availability availability NOUN iassist-1116 47 43 of of ADP iassist-1116 47 44 metadata metadata NOUN iassist-1116 47 45 : : PUNCT iassist-1116 47 46 ( ( PUNCT iassist-1116 47 47 1 1 X iassist-1116 47 48 ) ) PUNCT iassist-1116 47 49 if if SCONJ iassist-1116 47 50 the the DET iassist-1116 47 51 metadata metadata NOUN iassist-1116 47 52 , , PUNCT iassist-1116 47 53 which which PRON iassist-1116 47 54 typically typically ADV iassist-1116 47 55 form form VERB iassist-1116 47 56 the the DET iassist-1116 47 57 basis basis NOUN iassist-1116 47 58 for for ADP iassist-1116 47 59 data datum NOUN iassist-1116 47 60 catalogues catalogue NOUN iassist-1116 47 61 , , PUNCT iassist-1116 47 62 are be AUX iassist-1116 47 63 richer rich ADJ iassist-1116 47 64 and and CCONJ iassist-1116 47 65 contain contain VERB iassist-1116 47 66 information information NOUN iassist-1116 47 67 on on ADP iassist-1116 47 68 variables variable NOUN iassist-1116 47 69 , , PUNCT iassist-1116 47 70 findability findability NOUN iassist-1116 47 71 would would AUX iassist-1116 47 72 increase increase VERB iassist-1116 47 73 ; ; PUNCT iassist-1116 47 74 ( ( PUNCT iassist-1116 47 75 2 2 X iassist-1116 47 76 ) ) PUNCT iassist-1116 47 77 the the DET iassist-1116 47 78 availability availability NOUN iassist-1116 47 79 of of ADP iassist-1116 47 80 fine fine ADV iassist-1116 47 81 - - PUNCT iassist-1116 47 82 grained grain VERB iassist-1116 47 83 metadata metadata NOUN iassist-1116 47 84 would would AUX iassist-1116 47 85 be be AUX iassist-1116 47 86 possible possible ADJ iassist-1116 47 87 , , PUNCT iassist-1116 47 88 even even ADV iassist-1116 47 89 if if SCONJ iassist-1116 47 90 the the DET iassist-1116 47 91 data datum NOUN iassist-1116 47 92 are be AUX iassist-1116 47 93 no no ADV iassist-1116 47 94 longer long ADV iassist-1116 47 95 available available ADJ iassist-1116 47 96 ; ; PUNCT iassist-1116 47 97 ( ( PUNCT iassist-1116 47 98 3 3 X iassist-1116 47 99 ) ) PUNCT iassist-1116 47 100 more more ADJ iassist-1116 47 101 metadata metadata NOUN iassist-1116 47 102 would would AUX iassist-1116 47 103 be be AUX iassist-1116 47 104 published publish VERB iassist-1116 47 105 using use VERB iassist-1116 47 106 a a DET iassist-1116 47 107 formal formal ADJ iassist-1116 47 108 , , PUNCT iassist-1116 47 109 accessible accessible ADJ iassist-1116 47 110 , , PUNCT iassist-1116 47 111 shared share VERB iassist-1116 47 112 , , PUNCT iassist-1116 47 113 and and CCONJ iassist-1116 47 114 broadly broadly ADV iassist-1116 47 115 applicable applicable ADJ iassist-1116 47 116 language language NOUN iassist-1116 47 117 for for ADP iassist-1116 47 118 knowledge knowledge NOUN iassist-1116 47 119 representation representation NOUN iassist-1116 47 120 , , PUNCT iassist-1116 47 121 which which PRON iassist-1116 47 122 would would AUX iassist-1116 47 123 increase increase VERB iassist-1116 47 124 interoperability interoperability NOUN iassist-1116 47 125 ; ; PUNCT iassist-1116 47 126 ( ( PUNCT iassist-1116 47 127 4 4 X iassist-1116 47 128 ) ) PUNCT iassist-1116 47 129 data datum NOUN iassist-1116 47 130 are be AUX iassist-1116 47 131 described describe VERB iassist-1116 47 132 with with ADP iassist-1116 47 133 more more ADV iassist-1116 47 134 relevant relevant ADJ iassist-1116 47 135 attributes attribute NOUN iassist-1116 47 136 , , PUNCT iassist-1116 47 137 which which PRON iassist-1116 47 138 would would AUX iassist-1116 47 139 contribute contribute VERB iassist-1116 47 140 to to ADP iassist-1116 47 141 reusability reusability NOUN iassist-1116 47 142 . . PUNCT iassist-1116 48 1 this this DET iassist-1116 48 2 kind kind NOUN iassist-1116 48 3 of of ADP iassist-1116 48 4 metadata metadata NOUN iassist-1116 48 5 can can AUX iassist-1116 48 6 be be AUX iassist-1116 48 7 stored store VERB iassist-1116 48 8 below below ADP iassist-1116 48 9 element element NOUN iassist-1116 48 10 < < X iassist-1116 48 11 datadscr datadscr NOUN iassist-1116 48 12 > > PUNCT iassist-1116 48 13 . . PUNCT iassist-1116 49 1 while while SCONJ iassist-1116 49 2 ddi ddi PROPN iassist-1116 49 3 - - PUNCT iassist-1116 49 4 codebook codebook NOUN iassist-1116 49 5 covers cover VERB iassist-1116 49 6 the the DET iassist-1116 49 7 needs need NOUN iassist-1116 49 8 of of ADP iassist-1116 49 9 social social ADJ iassist-1116 49 10 science science NOUN iassist-1116 49 11 data datum NOUN iassist-1116 49 12 archives archive NOUN iassist-1116 49 13 , , PUNCT iassist-1116 49 14 ddi ddi ADJ iassist-1116 49 15 - - PUNCT iassist-1116 49 16 lifecycle lifecycle NOUN iassist-1116 49 17 for for ADP iassist-1116 49 18 example example NOUN iassist-1116 49 19 can can AUX iassist-1116 49 20 describe describe VERB iassist-1116 49 21 questionnaires questionnaire NOUN iassist-1116 49 22 and and CCONJ iassist-1116 49 23 introduces introduce VERB iassist-1116 49 24 better well ADJ iassist-1116 49 25 options option NOUN iassist-1116 49 26 for for ADP iassist-1116 49 27 metadata metadata NOUN iassist-1116 49 28 re re NOUN iassist-1116 49 29 - - NOUN iassist-1116 49 30 use use ADJ iassist-1116 49 31 . . PUNCT iassist-1116 50 1 methodology methodology NOUN iassist-1116 50 2 to to PART iassist-1116 50 3 obtain obtain VERB iassist-1116 50 4 a a DET iassist-1116 50 5 comprehensive comprehensive ADJ iassist-1116 50 6 overview overview NOUN iassist-1116 50 7 of of ADP iassist-1116 50 8 the the DET iassist-1116 50 9 usage usage NOUN iassist-1116 50 10 of of ADP iassist-1116 50 11 ddi ddi PROPN iassist-1116 50 12 metadata metadata NOUN iassist-1116 50 13 elements element NOUN iassist-1116 50 14 , , PUNCT iassist-1116 50 15 we we PRON iassist-1116 50 16 decided decide VERB iassist-1116 50 17 to to PART iassist-1116 50 18 use use VERB iassist-1116 50 19 re3data.org re3data.org ADJ iassist-1116 50 20 ( ( PUNCT iassist-1116 50 21 https://www.re3data.org https://www.re3data.org ADJ iassist-1116 50 22 ) ) PUNCT iassist-1116 50 23 as as ADP iassist-1116 50 24 our our PRON iassist-1116 50 25 primary primary ADJ iassist-1116 50 26 platform platform NOUN iassist-1116 50 27 for for ADP iassist-1116 50 28 data data NOUN iassist-1116 50 29 collection collection NOUN iassist-1116 50 30 . . PUNCT iassist-1116 51 1 as as ADP iassist-1116 51 2 a a DET iassist-1116 51 3 global global ADJ iassist-1116 51 4 registry registry NOUN iassist-1116 51 5 of of ADP iassist-1116 51 6 research research NOUN iassist-1116 51 7 data datum NOUN iassist-1116 51 8 repositories repository NOUN iassist-1116 51 9 , , PUNCT iassist-1116 51 10 re3data.org re3data.org PUNCT iassist-1116 51 11 records record VERB iassist-1116 51 12 a a DET iassist-1116 51 13 growing grow VERB iassist-1116 51 14 number number NOUN iassist-1116 51 15 of of ADP iassist-1116 51 16 data datum NOUN iassist-1116 51 17 providers provider NOUN iassist-1116 51 18 covering cover VERB iassist-1116 51 19 a a DET iassist-1116 51 20 wide wide ADJ iassist-1116 51 21 array array NOUN iassist-1116 51 22 of of ADP iassist-1116 51 23 academic academic ADJ iassist-1116 51 24 disciplines discipline NOUN iassist-1116 51 25 . . PUNCT iassist-1116 52 1 these these DET iassist-1116 52 2 data datum NOUN iassist-1116 52 3 providers provider NOUN iassist-1116 52 4 offer offer VERB iassist-1116 52 5 research research NOUN iassist-1116 52 6 data datum NOUN iassist-1116 52 7 and and CCONJ iassist-1116 52 8 its its PRON iassist-1116 52 9 metadata metadata NOUN iassist-1116 52 10 ( ( PUNCT iassist-1116 52 11 ideally ideally ADV iassist-1116 52 12 exposing expose VERB iassist-1116 52 13 metadata metadata NOUN iassist-1116 52 14 via via ADP iassist-1116 52 15 interfaces interface NOUN iassist-1116 52 16 ) ) PUNCT iassist-1116 52 17 and/or and/or CCONJ iassist-1116 52 18 service service NOUN iassist-1116 52 19 providers provider NOUN iassist-1116 52 20 ( ( PUNCT iassist-1116 52 21 e.g. e.g. ADV iassist-1116 52 22 , , PUNCT iassist-1116 52 23 a a DET iassist-1116 52 24 portals portal NOUN iassist-1116 52 25 ) ) PUNCT iassist-1116 52 26 that that PRON iassist-1116 52 27 harvest harvest VERB iassist-1116 52 28 the the DET iassist-1116 52 29 metadata metadata NOUN iassist-1116 52 30 of of ADP iassist-1116 52 31 research research NOUN iassist-1116 52 32 data datum NOUN iassist-1116 52 33 from from ADP iassist-1116 52 34 data datum NOUN iassist-1116 52 35 providers provider NOUN iassist-1116 52 36 as as ADP iassist-1116 52 37 a a DET iassist-1116 52 38 basis basis NOUN iassist-1116 52 39 for for ADP iassist-1116 52 40 building build VERB iassist-1116 52 41 value value NOUN iassist-1116 52 42 - - PUNCT iassist-1116 52 43 added add VERB iassist-1116 52 44 services service NOUN iassist-1116 52 45 . . PUNCT iassist-1116 53 1 ( ( PUNCT iassist-1116 53 2 see see VERB iassist-1116 53 3 table table NOUN iassist-1116 53 4 1 1 NUM iassist-1116 53 5 for for ADP iassist-1116 53 6 numbers number NOUN iassist-1116 53 7 and and CCONJ iassist-1116 53 8 a a DET iassist-1116 53 9 comparison comparison NOUN iassist-1116 53 10 to to ADP iassist-1116 53 11 2017 2017 NUM iassist-1116 53 12 . . PUNCT iassist-1116 53 13 ) ) PUNCT iassist-1116 54 1 the the DET iassist-1116 54 2 registry registry NOUN iassist-1116 54 3 went go VERB iassist-1116 54 4 live live ADV iassist-1116 54 5 in in ADP iassist-1116 54 6 autumn autumn NOUN iassist-1116 54 7 2012 2012 NUM iassist-1116 54 8 and and CCONJ iassist-1116 54 9 has have AUX iassist-1116 54 10 been be AUX iassist-1116 54 11 funded fund VERB iassist-1116 54 12 by by ADP iassist-1116 54 13 the the DET iassist-1116 54 14 german german ADJ iassist-1116 54 15 research research NOUN iassist-1116 54 16 foundation foundation NOUN iassist-1116 54 17 ( ( PUNCT iassist-1116 54 18 dfg dfg PROPN iassist-1116 54 19 ) ) PUNCT iassist-1116 54 20 . . PUNCT iassist-1116 55 1 since since SCONJ iassist-1116 55 2 the the DET iassist-1116 55 3 end end NOUN iassist-1116 55 4 of of ADP iassist-1116 55 5 2015 2015 NUM iassist-1116 55 6 re3data.org re3data.org ADV iassist-1116 55 7 is be AUX iassist-1116 55 8 managed manage VERB iassist-1116 55 9 under under ADP iassist-1116 55 10 the the DET iassist-1116 55 11 auspices auspex NOUN iassist-1116 55 12 of of ADP iassist-1116 55 13 datacite datacite NOUN iassist-1116 55 14 . . PUNCT iassist-1116 56 1 the the DET iassist-1116 56 2 family family NOUN iassist-1116 56 3 of of ADP iassist-1116 56 4 ddi ddi PROPN iassist-1116 56 5 standards standard NOUN iassist-1116 56 6 is be AUX iassist-1116 56 7 ranked rank VERB iassist-1116 56 8 third third ADV iassist-1116 56 9 of of ADP iassist-1116 56 10 all all DET iassist-1116 56 11 reported report VERB iassist-1116 56 12 metadata metadata NOUN iassist-1116 56 13 standards standard NOUN iassist-1116 56 14 , , PUNCT iassist-1116 56 15 after after ADP iassist-1116 56 16 dublin dublin PROPN iassist-1116 56 17 core core NOUN iassist-1116 56 18 , , PUNCT iassist-1116 56 19 and and CCONJ iassist-1116 56 20 the the DET iassist-1116 56 21 data datum NOUN iassist-1116 56 22 cite cite VERB iassist-1116 56 23 metadata metadata NOUN iassist-1116 56 24 schema schema NOUN iassist-1116 56 25 . . PUNCT iassist-1116 57 1 as as ADP iassist-1116 57 2 of of ADP iassist-1116 57 3 2024 2024 NUM iassist-1116 57 4 , , PUNCT iassist-1116 57 5 re3data.org re3data.org ADJ iassist-1116 57 6 lists list VERB iassist-1116 57 7 280 280 NUM iassist-1116 57 8 registered register VERB iassist-1116 57 9 repositories repository NOUN iassist-1116 57 10 that that PRON iassist-1116 57 11 report report VERB iassist-1116 57 12 using use VERB iassist-1116 57 13 ddi ddi PROPN iassist-1116 57 14 metadata metadata NOUN iassist-1116 57 15 standards standard NOUN iassist-1116 57 16 . . PUNCT iassist-1116 58 1 only only ADV iassist-1116 58 2 ddi ddi PROPN iassist-1116 58 3 standards standard NOUN iassist-1116 58 4 are be AUX iassist-1116 58 5 suited suit VERB iassist-1116 58 6 for for ADP iassist-1116 58 7 tabular tabular NOUN iassist-1116 58 8 data datum NOUN iassist-1116 58 9 since since SCONJ iassist-1116 58 10 they they PRON iassist-1116 58 11 enable enable VERB iassist-1116 58 12 storing store VERB iassist-1116 58 13 fine fine ADJ iassist-1116 58 14 granular granular ADJ iassist-1116 58 15 metadata metadata NOUN iassist-1116 58 16 on on ADP iassist-1116 58 17 variable variable ADJ iassist-1116 58 18 level level NOUN iassist-1116 58 19 like like ADP iassist-1116 58 20 variable variable NOUN iassist-1116 58 21 and and CCONJ iassist-1116 58 22 value value NOUN iassist-1116 58 23 labels label NOUN iassist-1116 58 24 or or CCONJ iassist-1116 58 25 descriptive descriptive ADJ iassist-1116 58 26 statistics statistic NOUN iassist-1116 58 27 . . PUNCT iassist-1116 59 1 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 PROPN iassist-1116 59 2 https://www.re3data.org/ https://www.re3data.org/ PROPN iassist-1116 59 3 4/15 4/15 NUM iassist-1116 59 4 wenzig wenzig NOUN iassist-1116 59 5 , , PUNCT iassist-1116 59 6 knut knut PROPN iassist-1116 59 7 & & CCONJ iassist-1116 59 8 han han PROPN iassist-1116 59 9 , , PUNCT iassist-1116 59 10 xiaoyao xiaoyao PROPN iassist-1116 59 11 ( ( PUNCT iassist-1116 59 12 2024 2024 NUM iassist-1116 59 13 ) ) PUNCT iassist-1116 59 14 state state NOUN iassist-1116 59 15 of of ADP iassist-1116 59 16 the the DET iassist-1116 59 17 ddi ddi PROPN iassist-1116 59 18 cloud cloud NOUN iassist-1116 59 19 , , PUNCT iassist-1116 59 20 iassist iassist VERB iassist-1116 59 21 quarterly quarterly ADJ iassist-1116 59 22 48(4 48(4 NUM iassist-1116 59 23 ) ) PUNCT iassist-1116 59 24 , , PUNCT iassist-1116 59 25 pp pp PROPN iassist-1116 59 26 . . PUNCT iassist-1116 60 1 1 1 NUM iassist-1116 60 2 - - SYM iassist-1116 60 3 15 15 NUM iassist-1116 60 4 . . PUNCT iassist-1116 61 1 doi doi NOUN iassist-1116 61 2 : : PUNCT iassist-1116 61 3 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 ADP iassist-1116 61 4 inclusion inclusion NOUN iassist-1116 61 5 criteria criterion NOUN iassist-1116 61 6 to to PART iassist-1116 61 7 make make VERB iassist-1116 61 8 the the DET iassist-1116 61 9 metadata metadata NOUN iassist-1116 61 10 readily readily ADV iassist-1116 61 11 available available ADJ iassist-1116 61 12 , , PUNCT iassist-1116 61 13 re3data.org re3data.org PUNCT iassist-1116 61 14 allows allow VERB iassist-1116 61 15 for for ADP iassist-1116 61 16 reporting report VERB iassist-1116 61 17 various various ADJ iassist-1116 61 18 api api NOUN iassist-1116 61 19 options option NOUN iassist-1116 61 20 . . PUNCT iassist-1116 62 1 swords sword NOUN iassist-1116 62 2 , , PUNCT iassist-1116 62 3 rest rest NOUN iassist-1116 62 4 , , PUNCT iassist-1116 62 5 and and CCONJ iassist-1116 62 6 oai oai NOUN iassist-1116 62 7 - - PUNCT iassist-1116 62 8 pmh pmh NOUN iassist-1116 62 9 are be AUX iassist-1116 62 10 the the DET iassist-1116 62 11 most most ADV iassist-1116 62 12 common common ADJ iassist-1116 62 13 apis apis NOUN iassist-1116 62 14 under under ADP iassist-1116 62 15 these these DET iassist-1116 62 16 repositories repository NOUN iassist-1116 62 17 . . PUNCT iassist-1116 63 1 we we PRON iassist-1116 63 2 compared compare VERB iassist-1116 63 3 these these DET iassist-1116 63 4 apis apis NOUN iassist-1116 63 5 for for ADP iassist-1116 63 6 our our PRON iassist-1116 63 7 research research NOUN iassist-1116 63 8 purposes purpose NOUN iassist-1116 63 9 and and CCONJ iassist-1116 63 10 found find VERB iassist-1116 63 11 that that DET iassist-1116 63 12 sword sword NOUN iassist-1116 63 13 and and CCONJ iassist-1116 63 14 rest rest NOUN iassist-1116 63 15 are be AUX iassist-1116 63 16 not not PART iassist-1116 63 17 as as ADV iassist-1116 63 18 feasible feasible ADJ iassist-1116 63 19 or or CCONJ iassist-1116 63 20 convenient convenient ADJ iassist-1116 63 21 as as SCONJ iassist-1116 63 22 oai oai NOUN iassist-1116 63 23 - - PUNCT iassist-1116 63 24 pmh pmh NOUN iassist-1116 63 25 : : PUNCT iassist-1116 63 26 sword sword NOUN iassist-1116 63 27 ( ( PUNCT iassist-1116 63 28 cottage cottage NOUN iassist-1116 63 29 labs lab NOUN iassist-1116 63 30 2021 2021 NUM iassist-1116 63 31 ) ) PUNCT iassist-1116 63 32 is be AUX iassist-1116 63 33 in in ADP iassist-1116 63 34 the the DET iassist-1116 63 35 first first ADJ iassist-1116 63 36 place place NOUN iassist-1116 63 37 a a DET iassist-1116 63 38 deposit deposit NOUN iassist-1116 63 39 protocol protocol NOUN iassist-1116 63 40 , , PUNCT iassist-1116 63 41 but but CCONJ iassist-1116 63 42 one one PRON iassist-1116 63 43 could could AUX iassist-1116 63 44 also also ADV iassist-1116 63 45 retrieve retrieve VERB iassist-1116 63 46 metadata metadata NOUN iassist-1116 63 47 from from ADP iassist-1116 63 48 an an DET iassist-1116 63 49 object object NOUN iassist-1116 63 50 . . PUNCT iassist-1116 64 1 none none NOUN iassist-1116 64 2 of of ADP iassist-1116 64 3 the the DET iassist-1116 64 4 repositories repository NOUN iassist-1116 64 5 ( ( PUNCT iassist-1116 64 6 besides besides SCONJ iassist-1116 64 7 one one NUM iassist-1116 64 8 , , PUNCT iassist-1116 64 9 which which PRON iassist-1116 64 10 does do AUX iassist-1116 64 11 not not PART iassist-1116 64 12 use use VERB iassist-1116 64 13 ddi ddi PROPN iassist-1116 64 14 ) ) PUNCT iassist-1116 64 15 that that PRON iassist-1116 64 16 offer offer VERB iassist-1116 64 17 sword sword NOUN iassist-1116 64 18 access access NOUN iassist-1116 64 19 provide provide VERB iassist-1116 64 20 a a DET iassist-1116 64 21 valid valid ADJ iassist-1116 64 22 url url NOUN iassist-1116 64 23 with with ADP iassist-1116 64 24 details detail NOUN iassist-1116 64 25 for for ADP iassist-1116 64 26 the the DET iassist-1116 64 27 sword sword NOUN iassist-1116 64 28 access access NOUN iassist-1116 64 29 , , PUNCT iassist-1116 64 30 therefore therefore ADV iassist-1116 64 31 , , PUNCT iassist-1116 64 32 we we PRON iassist-1116 64 33 could could AUX iassist-1116 64 34 not not PART iassist-1116 64 35 check check VERB iassist-1116 64 36 whether whether SCONJ iassist-1116 64 37 ddi ddi PROPN iassist-1116 64 38 metadata metadata NOUN iassist-1116 64 39 could could AUX iassist-1116 64 40 be be AUX iassist-1116 64 41 retrieved retrieve VERB iassist-1116 64 42 this this DET iassist-1116 64 43 way way NOUN iassist-1116 64 44 . . PUNCT iassist-1116 65 1 the the DET iassist-1116 65 2 single single ADJ iassist-1116 65 3 repository repository NOUN iassist-1116 65 4 , , PUNCT iassist-1116 65 5 which which PRON iassist-1116 65 6 provides provide VERB iassist-1116 65 7 actual actual ADJ iassist-1116 65 8 access access NOUN iassist-1116 65 9 via via ADP iassist-1116 65 10 this this DET iassist-1116 65 11 protocol protocol NOUN iassist-1116 65 12 , , PUNCT iassist-1116 65 13 requires require VERB iassist-1116 65 14 users user NOUN iassist-1116 65 15 to to PART iassist-1116 65 16 have have VERB iassist-1116 65 17 credentials credential NOUN iassist-1116 65 18 – – PUNCT iassist-1116 65 19 which which PRON iassist-1116 65 20 makes make VERB iassist-1116 65 21 sense sense NOUN iassist-1116 65 22 as as SCONJ iassist-1116 65 23 sword sword NOUN iassist-1116 65 24 is be AUX iassist-1116 65 25 used use VERB iassist-1116 65 26 to to PART iassist-1116 65 27 automate automate VERB iassist-1116 65 28 deposit deposit NOUN iassist-1116 65 29 processes process NOUN iassist-1116 65 30 . . PUNCT iassist-1116 66 1 the the DET iassist-1116 66 2 usage usage NOUN iassist-1116 66 3 of of ADP iassist-1116 66 4 a a DET iassist-1116 66 5 rest rest NOUN iassist-1116 66 6 api api NOUN iassist-1116 66 7 ( ( PUNCT iassist-1116 66 8 fielding field VERB iassist-1116 66 9 2000 2000 NUM iassist-1116 66 10 ) ) PUNCT iassist-1116 66 11 would would AUX iassist-1116 66 12 need need VERB iassist-1116 66 13 customized customized ADJ iassist-1116 66 14 access access NOUN iassist-1116 66 15 for for ADP iassist-1116 66 16 each each DET iassist-1116 66 17 repository repository NOUN iassist-1116 66 18 . . PUNCT iassist-1116 67 1 the the DET iassist-1116 67 2 responses response NOUN iassist-1116 67 3 to to ADP iassist-1116 67 4 these these DET iassist-1116 67 5 queries query NOUN iassist-1116 67 6 would would AUX iassist-1116 67 7 structurally structurally ADV iassist-1116 67 8 need need VERB iassist-1116 67 9 to to PART iassist-1116 67 10 be be AUX iassist-1116 67 11 harmonized harmonize VERB iassist-1116 67 12 , , PUNCT iassist-1116 67 13 as as SCONJ iassist-1116 67 14 they they PRON iassist-1116 67 15 typically typically ADV iassist-1116 67 16 will will AUX iassist-1116 67 17 not not PART iassist-1116 67 18 result result VERB iassist-1116 67 19 in in ADP iassist-1116 67 20 a a DET iassist-1116 67 21 standardized standardized ADJ iassist-1116 67 22 output output NOUN iassist-1116 67 23 . . PUNCT iassist-1116 68 1 nevertheless nevertheless ADV iassist-1116 68 2 , , PUNCT iassist-1116 68 3 we we PRON iassist-1116 68 4 checked check VERB iassist-1116 68 5 manually manually ADV iassist-1116 68 6 the the DET iassist-1116 68 7 rest rest NOUN iassist-1116 68 8 apis apis NOUN iassist-1116 68 9 of of ADP iassist-1116 68 10 the the DET iassist-1116 68 11 few few ADJ iassist-1116 68 12 repositories repository NOUN iassist-1116 68 13 , , PUNCT iassist-1116 68 14 that that PRON iassist-1116 68 15 reported report VERB iassist-1116 68 16 using use VERB iassist-1116 68 17 ddi ddi PROPN iassist-1116 68 18 and and CCONJ iassist-1116 68 19 some some DET iassist-1116 68 20 software software NOUN iassist-1116 68 21 other other ADJ iassist-1116 68 22 than than ADP iassist-1116 68 23 dataverse dataverse NOUN iassist-1116 68 24 ( ( PUNCT iassist-1116 68 25 which which PRON iassist-1116 68 26 also also ADV iassist-1116 68 27 allows allow VERB iassist-1116 68 28 metadata metadata ADJ iassist-1116 68 29 access access NOUN iassist-1116 68 30 via via ADP iassist-1116 68 31 oai oai NOUN iassist-1116 68 32 - - PUNCT iassist-1116 68 33 pmh pmh NOUN iassist-1116 68 34 , , PUNCT iassist-1116 68 35 see see VERB iassist-1116 68 36 below below ADV iassist-1116 68 37 ) ) PUNCT iassist-1116 68 38 . . PUNCT iassist-1116 69 1 in in ADP iassist-1116 69 2 the the DET iassist-1116 69 3 documentation documentation NOUN iassist-1116 69 4 of of ADP iassist-1116 69 5 those those DET iassist-1116 69 6 apis apis ADJ iassist-1116 69 7 , , PUNCT iassist-1116 69 8 we we PRON iassist-1116 69 9 did do AUX iassist-1116 69 10 not not PART iassist-1116 69 11 find find VERB iassist-1116 69 12 any any DET iassist-1116 69 13 indication indication NOUN iassist-1116 69 14 that that SCONJ iassist-1116 69 15 ddi ddi PROPN iassist-1116 69 16 metadata metadata NOUN iassist-1116 69 17 will will AUX iassist-1116 69 18 be be AUX iassist-1116 69 19 available available ADJ iassist-1116 69 20 via via ADP iassist-1116 69 21 rest rest NOUN iassist-1116 69 22 . . PUNCT iassist-1116 70 1 for for ADP iassist-1116 70 2 these these DET iassist-1116 70 3 reasons reason NOUN iassist-1116 70 4 , , PUNCT iassist-1116 70 5 the the DET iassist-1116 70 6 two two NUM iassist-1116 70 7 most most ADV iassist-1116 70 8 frequently frequently ADV iassist-1116 70 9 mentioned mention VERB iassist-1116 70 10 protocols protocol NOUN iassist-1116 70 11 are be AUX iassist-1116 70 12 not not PART iassist-1116 70 13 suitable suitable ADJ iassist-1116 70 14 for for ADP iassist-1116 70 15 harvesting harvesting NOUN iassist-1116 70 16 and and CCONJ iassist-1116 70 17 analyzing analyze VERB iassist-1116 70 18 ddi ddi PROPN iassist-1116 70 19 codebook codebook NOUN iassist-1116 70 20 metadata metadata NOUN iassist-1116 70 21 . . PUNCT iassist-1116 71 1 oai oai NOUN iassist-1116 71 2 - - PUNCT iassist-1116 71 3 pmh pmh NOUN iassist-1116 71 4 ( ( PUNCT iassist-1116 71 5 open open ADJ iassist-1116 71 6 archives archive NOUN iassist-1116 71 7 initiative initiative NOUN iassist-1116 71 8 2015 2015 NUM iassist-1116 71 9 ) ) PUNCT iassist-1116 71 10 stands stand VERB iassist-1116 71 11 out out ADP iassist-1116 71 12 as as ADP iassist-1116 71 13 a a DET iassist-1116 71 14 straightforward straightforward ADJ iassist-1116 71 15 and and CCONJ iassist-1116 71 16 efficient efficient ADJ iassist-1116 71 17 protocol protocol NOUN iassist-1116 71 18 for for ADP iassist-1116 71 19 harvesting harvesting NOUN iassist-1116 71 20 metadata metadata NOUN iassist-1116 71 21 from from ADP iassist-1116 71 22 repositories repository NOUN iassist-1116 71 23 . . PUNCT iassist-1116 72 1 its its PRON iassist-1116 72 2 standardized standardized ADJ iassist-1116 72 3 approach approach NOUN iassist-1116 72 4 proves prove VERB iassist-1116 72 5 particularly particularly ADV iassist-1116 72 6 advantageous advantageous ADJ iassist-1116 72 7 for for ADP iassist-1116 72 8 large large ADJ iassist-1116 72 9 - - PUNCT iassist-1116 72 10 scale scale NOUN iassist-1116 72 11 metadata metadata NOUN iassist-1116 72 12 harvesting harvesting NOUN iassist-1116 72 13 from from ADP iassist-1116 72 14 multiple multiple ADJ iassist-1116 72 15 repositories repository NOUN iassist-1116 72 16 , , PUNCT iassist-1116 72 17 aligning align VERB iassist-1116 72 18 perfectly perfectly ADV iassist-1116 72 19 with with ADP iassist-1116 72 20 our our PRON iassist-1116 72 21 research research NOUN iassist-1116 72 22 objectives objective NOUN iassist-1116 72 23 . . PUNCT iassist-1116 73 1 consequently consequently ADV iassist-1116 73 2 , , PUNCT iassist-1116 73 3 we we PRON iassist-1116 73 4 chose choose VERB iassist-1116 73 5 oai oai NOUN iassist-1116 73 6 - - PUNCT iassist-1116 73 7 pmh pmh NOUN iassist-1116 73 8 as as ADP iassist-1116 73 9 the the DET iassist-1116 73 10 method method NOUN iassist-1116 73 11 to to PART iassist-1116 73 12 acquire acquire VERB iassist-1116 73 13 the the DET iassist-1116 73 14 required require VERB iassist-1116 73 15 metadata metadata NOUN iassist-1116 73 16 . . PUNCT iassist-1116 74 1 out out ADP iassist-1116 74 2 of of ADP iassist-1116 74 3 the the DET iassist-1116 74 4 280 280 NUM iassist-1116 74 5 registered register VERB iassist-1116 74 6 repositories repository NOUN iassist-1116 74 7 that that PRON iassist-1116 74 8 report report VERB iassist-1116 74 9 using use VERB iassist-1116 74 10 ddi ddi PROPN iassist-1116 74 11 as as ADP iassist-1116 74 12 a a DET iassist-1116 74 13 metadata metadata NOUN iassist-1116 74 14 , , PUNCT iassist-1116 74 15 only only ADV iassist-1116 74 16 85 85 NUM iassist-1116 74 17 report report NOUN iassist-1116 74 18 using use VERB iassist-1116 74 19 ddi ddi PROPN iassist-1116 74 20 as as ADP iassist-1116 74 21 a a DET iassist-1116 74 22 metadata metadata NOUN iassist-1116 74 23 standard standard NOUN iassist-1116 74 24 and and CCONJ iassist-1116 74 25 support support VERB iassist-1116 74 26 oai oai NOUN iassist-1116 74 27 - - PUNCT iassist-1116 74 28 pmh pmh NOUN iassist-1116 74 29 . . PUNCT iassist-1116 75 1 the the DET iassist-1116 75 2 repositories repository NOUN iassist-1116 75 3 do do AUX iassist-1116 75 4 not not PART iassist-1116 75 5 report report VERB iassist-1116 75 6 whether whether SCONJ iassist-1116 75 7 they they PRON iassist-1116 75 8 make make VERB iassist-1116 75 9 ddi ddi PROPN iassist-1116 75 10 metadata metadata NOUN iassist-1116 75 11 available available ADJ iassist-1116 75 12 via via ADP iassist-1116 75 13 oai oai NOUN iassist-1116 75 14 - - PUNCT iassist-1116 75 15 pmh pmh NOUN iassist-1116 75 16 , , PUNCT iassist-1116 75 17 however however ADV iassist-1116 75 18 , , PUNCT iassist-1116 75 19 they they PRON iassist-1116 75 20 state state VERB iassist-1116 75 21 independently independently ADV iassist-1116 75 22 whether whether SCONJ iassist-1116 75 23 they they PRON iassist-1116 75 24 use use VERB iassist-1116 75 25 ddi ddi NOUN iassist-1116 75 26 as as ADP iassist-1116 75 27 a a DET iassist-1116 75 28 metadata metadata NOUN iassist-1116 75 29 standard standard NOUN iassist-1116 75 30 and/or and/or CCONJ iassist-1116 75 31 whether whether SCONJ iassist-1116 75 32 they they PRON iassist-1116 75 33 offer offer VERB iassist-1116 75 34 an an DET iassist-1116 75 35 oai oai NOUN iassist-1116 75 36 - - PUNCT iassist-1116 75 37 pmh pmh NOUN iassist-1116 75 38 access access NOUN iassist-1116 75 39 to to ADP iassist-1116 75 40 their their PRON iassist-1116 75 41 metadata metadata NOUN iassist-1116 75 42 . . PUNCT iassist-1116 76 1 table table NOUN iassist-1116 76 2 1 1 NUM iassist-1116 76 3 gives give VERB iassist-1116 76 4 an an DET iassist-1116 76 5 table table NOUN iassist-1116 76 6 1 1 NUM iassist-1116 76 7 : : PUNCT iassist-1116 76 8 overview overview NOUN iassist-1116 76 9 of of ADP iassist-1116 76 10 the the DET iassist-1116 76 11 number number NOUN iassist-1116 76 12 of of ADP iassist-1116 76 13 repositories repository NOUN iassist-1116 76 14 listed list VERB iassist-1116 76 15 in in ADP iassist-1116 76 16 re3data.org re3data.org PUNCT iassist-1116 76 17 by by ADP iassist-1116 76 18 type type NOUN iassist-1116 76 19 , , PUNCT iassist-1116 76 20 metadata metadata ADJ iassist-1116 76 21 standard standard NOUN iassist-1116 76 22 used use VERB iassist-1116 76 23 and and CCONJ iassist-1116 76 24 provided provide VERB iassist-1116 76 25 api api NOUN iassist-1116 76 26 for for ADP iassist-1116 76 27 2017 2017 NUM iassist-1116 76 28 and and CCONJ iassist-1116 76 29 2024 2024 NUM iassist-1116 76 30 . . PUNCT iassist-1116 77 1 source source NOUN iassist-1116 77 2 : : PUNCT iassist-1116 77 3 own own ADJ iassist-1116 77 4 research research NOUN iassist-1116 77 5 and and CCONJ iassist-1116 77 6 wenzig wenzig NOUN iassist-1116 77 7 ( ( PUNCT iassist-1116 77 8 2017 2017 NUM iassist-1116 77 9 ) ) PUNCT iassist-1116 77 10 2017 2017 NUM iassist-1116 77 11 2024 2024 NUM iassist-1116 77 12 research research NOUN iassist-1116 77 13 data datum NOUN iassist-1116 77 14 repositories repository NOUN iassist-1116 77 15 on on ADP iassist-1116 77 16 re3data.org re3data.org PROPN iassist-1116 77 17 1,989 1,989 NUM iassist-1116 77 18 3,179 3,179 NUM iassist-1116 77 19 among among ADP iassist-1116 77 20 data datum NOUN iassist-1116 77 21 providers provider NOUN iassist-1116 77 22 1,794 1,794 NUM iassist-1116 77 23 2,916 2,916 NUM iassist-1116 77 24 among among ADP iassist-1116 77 25 service service NOUN iassist-1116 77 26 providers provider NOUN iassist-1116 77 27 765 765 NUM iassist-1116 77 28 1,075 1,075 NUM iassist-1116 77 29 repositories repository NOUN iassist-1116 77 30 that that PRON iassist-1116 77 31 report report VERB iassist-1116 77 32 use use NOUN iassist-1116 77 33 of of ADP iassist-1116 77 34 dublin dublin PROPN iassist-1116 77 35 core core PROPN iassist-1116 77 36 175 175 NUM iassist-1116 77 37 561 561 NUM iassist-1116 77 38 repositories repository NOUN iassist-1116 77 39 that that PRON iassist-1116 77 40 report report VERB iassist-1116 77 41 use use NOUN iassist-1116 77 42 of of ADP iassist-1116 77 43 data datum NOUN iassist-1116 77 44 cite cite VERB iassist-1116 77 45 78 78 NUM iassist-1116 77 46 386 386 NUM iassist-1116 77 47 repositories repository NOUN iassist-1116 77 48 that that PRON iassist-1116 77 49 report report VERB iassist-1116 77 50 use use NOUN iassist-1116 77 51 of of ADP iassist-1116 77 52 ddi ddi PROPN iassist-1116 77 53 116 116 NUM iassist-1116 77 54 280 280 NUM iassist-1116 77 55 among among ADP iassist-1116 77 56 report report NOUN iassist-1116 77 57 sword sword NOUN iassist-1116 77 58 20 20 NUM iassist-1116 77 59 116 116 NUM iassist-1116 77 60 among among ADP iassist-1116 77 61 report report NOUN iassist-1116 77 62 rest rest NOUN iassist-1116 77 63 - - PUNCT iassist-1116 77 64 api api NOUN iassist-1116 77 65 28 28 NUM iassist-1116 77 66 115 115 NUM iassist-1116 77 67 among among ADP iassist-1116 77 68 report report NOUN iassist-1116 77 69 ddi ddi PROPN iassist-1116 77 70 14 14 NUM iassist-1116 77 71 85 85 NUM iassist-1116 77 72 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 SYM iassist-1116 77 73 5/15 5/15 NUM iassist-1116 77 74 wenzig wenzig NOUN iassist-1116 77 75 , , PUNCT iassist-1116 77 76 knut knut PROPN iassist-1116 77 77 & & CCONJ iassist-1116 77 78 han han PROPN iassist-1116 77 79 , , PUNCT iassist-1116 77 80 xiaoyao xiaoyao PROPN iassist-1116 77 81 ( ( PUNCT iassist-1116 77 82 2024 2024 NUM iassist-1116 77 83 ) ) PUNCT iassist-1116 77 84 state state NOUN iassist-1116 77 85 of of ADP iassist-1116 77 86 the the DET iassist-1116 77 87 ddi ddi PROPN iassist-1116 77 88 cloud cloud NOUN iassist-1116 77 89 , , PUNCT iassist-1116 77 90 iassist iassist VERB iassist-1116 77 91 quarterly quarterly ADJ iassist-1116 77 92 48(4 48(4 NUM iassist-1116 77 93 ) ) PUNCT iassist-1116 77 94 , , PUNCT iassist-1116 77 95 pp pp PROPN iassist-1116 77 96 . . PUNCT iassist-1116 78 1 1 1 NUM iassist-1116 78 2 - - SYM iassist-1116 78 3 15 15 NUM iassist-1116 78 4 . . PUNCT iassist-1116 79 1 doi doi NOUN iassist-1116 79 2 : : PUNCT iassist-1116 79 3 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 ADP iassist-1116 79 4 overview overview NOUN iassist-1116 79 5 of of ADP iassist-1116 79 6 repositories repository NOUN iassist-1116 79 7 on on ADP iassist-1116 79 8 re3data.org re3data.org PUNCT iassist-1116 79 9 by by ADP iassist-1116 79 10 type type NOUN iassist-1116 79 11 , , PUNCT iassist-1116 79 12 top-3 top-3 NOUN iassist-1116 79 13 - - PUNCT iassist-1116 79 14 metadata metadata NOUN iassist-1116 79 15 standards standard NOUN iassist-1116 79 16 used use VERB iassist-1116 79 17 and and CCONJ iassist-1116 79 18 api api NOUN iassist-1116 79 19 for for ADP iassist-1116 79 20 the the DET iassist-1116 79 21 years year NOUN iassist-1116 79 22 2017 2017 NUM iassist-1116 79 23 and and CCONJ iassist-1116 79 24 2024 2024 NUM iassist-1116 79 25 . . PUNCT iassist-1116 80 1 before before ADP iassist-1116 80 2 embarking embark VERB iassist-1116 80 3 on on ADP iassist-1116 80 4 metadata metadata NOUN iassist-1116 80 5 harvesting harvesting NOUN iassist-1116 80 6 through through ADP iassist-1116 80 7 the the DET iassist-1116 80 8 api api NOUN iassist-1116 80 9 , , PUNCT iassist-1116 80 10 we we PRON iassist-1116 80 11 conducted conduct VERB iassist-1116 80 12 essential essential ADJ iassist-1116 80 13 preparatory preparatory ADJ iassist-1116 80 14 work work NOUN iassist-1116 80 15 . . PUNCT iassist-1116 81 1 initially initially ADV iassist-1116 81 2 , , PUNCT iassist-1116 81 3 we we PRON iassist-1116 81 4 manually manually ADV iassist-1116 81 5 scrutinized scrutinize VERB iassist-1116 81 6 the the DET iassist-1116 81 7 validity validity NOUN iassist-1116 81 8 of of ADP iassist-1116 81 9 the the DET iassist-1116 81 10 api api NOUN iassist-1116 81 11 addresses address NOUN iassist-1116 81 12 provided provide VERB iassist-1116 81 13 for for ADP iassist-1116 81 14 each each DET iassist-1116 81 15 repository repository NOUN iassist-1116 81 16 listed list VERB iassist-1116 81 17 on on ADP iassist-1116 81 18 re3data.org re3data.org NOUN iassist-1116 81 19 . . PUNCT iassist-1116 82 1 the the DET iassist-1116 82 2 inclusion inclusion NOUN iassist-1116 82 3 criteria criterion NOUN iassist-1116 82 4 for for ADP iassist-1116 82 5 repositories repository NOUN iassist-1116 82 6 in in ADP iassist-1116 82 7 our our PRON iassist-1116 82 8 research research NOUN iassist-1116 82 9 are be AUX iassist-1116 82 10 as as SCONJ iassist-1116 82 11 follows follow VERB iassist-1116 82 12 : : PUNCT iassist-1116 83 1 1 1 X iassist-1116 83 2 . . PUNCT iassist-1116 83 3 the the DET iassist-1116 83 4 repository repository NOUN iassist-1116 83 5 is be AUX iassist-1116 83 6 registered register VERB iassist-1116 83 7 on on ADP iassist-1116 83 8 re3data.org re3data.org ADJ iassist-1116 83 9 . . PUNCT iassist-1116 84 1 2 2 X iassist-1116 84 2 . . X iassist-1116 84 3 the the DET iassist-1116 84 4 repository repository NOUN iassist-1116 84 5 provides provide VERB iassist-1116 84 6 ddi ddi NOUN iassist-1116 84 7 as as ADP iassist-1116 84 8 one one NUM iassist-1116 84 9 of of ADP iassist-1116 84 10 the the DET iassist-1116 84 11 metadata metadata NOUN iassist-1116 84 12 standards standard NOUN iassist-1116 84 13 . . PUNCT iassist-1116 85 1 3 3 X iassist-1116 85 2 . . PUNCT iassist-1116 85 3 the the DET iassist-1116 85 4 metadata metadata NOUN iassist-1116 85 5 is be AUX iassist-1116 85 6 available available ADJ iassist-1116 85 7 through through ADP iassist-1116 85 8 the the DET iassist-1116 85 9 oai oai NOUN iassist-1116 85 10 - - PUNCT iassist-1116 85 11 pmh pmh NOUN iassist-1116 85 12 api api NOUN iassist-1116 85 13 . . PUNCT iassist-1116 86 1 4 4 X iassist-1116 86 2 . . X iassist-1116 86 3 there there PRON iassist-1116 86 4 is be VERB iassist-1116 86 5 a a DET iassist-1116 86 6 valid valid ADJ iassist-1116 86 7 link link NOUN iassist-1116 86 8 pointing pointing NOUN iassist-1116 86 9 to to ADP iassist-1116 86 10 the the DET iassist-1116 86 11 api api NOUN iassist-1116 86 12 endpoint endpoint NOUN iassist-1116 86 13 . . PUNCT iassist-1116 87 1 finally finally ADV iassist-1116 87 2 , , PUNCT iassist-1116 87 3 we we PRON iassist-1116 87 4 identified identify VERB iassist-1116 87 5 29 29 NUM iassist-1116 87 6 repositories repository NOUN iassist-1116 87 7 that that PRON iassist-1116 87 8 satisfied satisfy VERB iassist-1116 87 9 these these DET iassist-1116 87 10 inclusion inclusion NOUN iassist-1116 87 11 criteria criterion NOUN iassist-1116 87 12 , , PUNCT iassist-1116 87 13 forming form VERB iassist-1116 87 14 the the DET iassist-1116 87 15 basis basis NOUN iassist-1116 87 16 for for ADP iassist-1116 87 17 further further ADJ iassist-1116 87 18 processing processing NOUN iassist-1116 87 19 . . PUNCT iassist-1116 88 1 we we PRON iassist-1116 88 2 reported report VERB iassist-1116 88 3 issues issue NOUN iassist-1116 88 4 such such ADJ iassist-1116 88 5 as as ADP iassist-1116 88 6 incorrect incorrect ADJ iassist-1116 88 7 links link NOUN iassist-1116 88 8 on on ADP iassist-1116 88 9 websites website NOUN iassist-1116 88 10 and and CCONJ iassist-1116 88 11 inaccuracies inaccuracy NOUN iassist-1116 88 12 in in ADP iassist-1116 88 13 ddi ddi PROPN iassist-1116 88 14 metadata metadata NOUN iassist-1116 88 15 standards standard NOUN iassist-1116 88 16 categorization categorization NOUN iassist-1116 88 17 to to ADP iassist-1116 88 18 re3data.org re3data.org ADJ iassist-1116 88 19 . . PUNCT iassist-1116 89 1 they they PRON iassist-1116 89 2 either either CCONJ iassist-1116 89 3 rectified rectify VERB iassist-1116 89 4 the the DET iassist-1116 89 5 inaccuracies inaccuracy NOUN iassist-1116 89 6 or or CCONJ iassist-1116 89 7 provided provide VERB iassist-1116 89 8 updated update VERB iassist-1116 89 9 information information NOUN iassist-1116 89 10 . . PUNCT iassist-1116 90 1 table table NOUN iassist-1116 90 2 2 2 NUM iassist-1116 90 3 shows show VERB iassist-1116 90 4 how how SCONJ iassist-1116 90 5 the the DET iassist-1116 90 6 number number NOUN iassist-1116 90 7 of of ADP iassist-1116 90 8 85 85 NUM iassist-1116 90 9 repositories repository NOUN iassist-1116 90 10 reporting report VERB iassist-1116 90 11 the the DET iassist-1116 90 12 usage usage NOUN iassist-1116 90 13 of of ADP iassist-1116 90 14 ddi ddi PROPN iassist-1116 90 15 and and CCONJ iassist-1116 90 16 offering offer VERB iassist-1116 90 17 an an DET iassist-1116 90 18 oai oai NOUN iassist-1116 90 19 - - PUNCT iassist-1116 90 20 pmh pmh NOUN iassist-1116 90 21 api api NOUN iassist-1116 90 22 breaks break VERB iassist-1116 90 23 down down ADP iassist-1116 90 24 to to ADP iassist-1116 90 25 the the DET iassist-1116 90 26 29 29 NUM iassist-1116 90 27 repositories repository NOUN iassist-1116 90 28 we we PRON iassist-1116 90 29 analyzed analyze VERB iassist-1116 90 30 . . PUNCT iassist-1116 91 1 data datum NOUN iassist-1116 91 2 collection collection NOUN iassist-1116 91 3 once once SCONJ iassist-1116 91 4 the the DET iassist-1116 91 5 valid valid ADJ iassist-1116 91 6 repositories repository NOUN iassist-1116 91 7 were be AUX iassist-1116 91 8 identified identify VERB iassist-1116 91 9 , , PUNCT iassist-1116 91 10 we we PRON iassist-1116 91 11 employed employ VERB iassist-1116 91 12 a a DET iassist-1116 91 13 python python NOUN iassist-1116 91 14 script script NOUN iassist-1116 91 15 to to PART iassist-1116 91 16 conduct conduct VERB iassist-1116 91 17 metadata metadata ADJ iassist-1116 91 18 harvesting harvesting NOUN iassist-1116 91 19 . . PUNCT iassist-1116 92 1 the the DET iassist-1116 92 2 script script NOUN iassist-1116 92 3 interacted interact VERB iassist-1116 92 4 with with ADP iassist-1116 92 5 the the DET iassist-1116 92 6 api api NOUN iassist-1116 92 7 interfaces interface NOUN iassist-1116 92 8 of of ADP iassist-1116 92 9 each each DET iassist-1116 92 10 repository repository NOUN iassist-1116 92 11 , , PUNCT iassist-1116 92 12 enabling enable VERB iassist-1116 92 13 us we PRON iassist-1116 92 14 to to PART iassist-1116 92 15 traverse traverse VERB iassist-1116 92 16 the the DET iassist-1116 92 17 xml xml NOUN iassist-1116 92 18 metadata metadata NOUN iassist-1116 92 19 tree tree NOUN iassist-1116 92 20 . . PUNCT iassist-1116 93 1 to to PART iassist-1116 93 2 harvest harvest VERB iassist-1116 93 3 metadata metadata NOUN iassist-1116 93 4 from from ADP iassist-1116 93 5 the the DET iassist-1116 93 6 oai oai NOUN iassist-1116 93 7 - - PUNCT iassist-1116 93 8 pmh pmh NOUN iassist-1116 93 9 api api NOUN iassist-1116 93 10 , , PUNCT iassist-1116 93 11 two two NUM iassist-1116 93 12 essential essential ADJ iassist-1116 93 13 pieces piece NOUN iassist-1116 93 14 of of ADP iassist-1116 93 15 information information NOUN iassist-1116 93 16 were be AUX iassist-1116 93 17 required require VERB iassist-1116 93 18 : : PUNCT iassist-1116 93 19 the the DET iassist-1116 93 20 api api NOUN iassist-1116 93 21 address address NOUN iassist-1116 93 22 and and CCONJ iassist-1116 93 23 the the DET iassist-1116 93 24 metadata metadata NOUN iassist-1116 93 25 prefix prefix NOUN iassist-1116 93 26 . . PUNCT iassist-1116 94 1 after after ADP iassist-1116 94 2 manually manually ADV iassist-1116 94 3 validating validate VERB iassist-1116 94 4 links link NOUN iassist-1116 94 5 and and CCONJ iassist-1116 94 6 collecting collect VERB iassist-1116 94 7 prefixes prefix NOUN iassist-1116 94 8 , , PUNCT iassist-1116 94 9 the the DET iassist-1116 94 10 information information NOUN iassist-1116 94 11 underwent undergo VERB iassist-1116 94 12 further far ADV iassist-1116 94 13 processing processing NOUN iassist-1116 94 14 through through ADP iassist-1116 94 15 a a DET iassist-1116 94 16 python python NOUN iassist-1116 94 17 script script NOUN iassist-1116 94 18 for for ADP iassist-1116 94 19 metadata metadata ADJ iassist-1116 94 20 collection collection NOUN iassist-1116 94 21 . . PUNCT iassist-1116 95 1 the the DET iassist-1116 95 2 oai oai PROPN iassist-1116 95 3 - - PUNCT iassist-1116 95 4 pmh pmh NOUN iassist-1116 95 5 protocol protocol NOUN iassist-1116 95 6 does do AUX iassist-1116 95 7 not not PART iassist-1116 95 8 require require VERB iassist-1116 95 9 that that SCONJ iassist-1116 95 10 every every DET iassist-1116 95 11 item item NOUN iassist-1116 95 12 should should AUX iassist-1116 95 13 be be AUX iassist-1116 95 14 available available ADJ iassist-1116 95 15 in in ADP iassist-1116 95 16 all all DET iassist-1116 95 17 formats format NOUN iassist-1116 95 18 supported support VERB iassist-1116 95 19 by by ADP iassist-1116 95 20 the the DET iassist-1116 95 21 repository repository NOUN iassist-1116 95 22 . . PUNCT iassist-1116 96 1 since since SCONJ iassist-1116 96 2 we we PRON iassist-1116 96 3 received receive VERB iassist-1116 96 4 information information NOUN iassist-1116 96 5 that that SCONJ iassist-1116 96 6 different different ADJ iassist-1116 96 7 items item NOUN iassist-1116 96 8 might might AUX iassist-1116 96 9 actually actually ADV iassist-1116 96 10 be be AUX iassist-1116 96 11 accessible accessible ADJ iassist-1116 96 12 when when SCONJ iassist-1116 96 13 using use VERB iassist-1116 96 14 different different ADJ iassist-1116 96 15 prefixes prefix NOUN iassist-1116 96 16 to to PART iassist-1116 96 17 retrieve retrieve VERB iassist-1116 96 18 records record NOUN iassist-1116 96 19 , , PUNCT iassist-1116 96 20 we we PRON iassist-1116 96 21 decided decide VERB iassist-1116 96 22 to to PART iassist-1116 96 23 include include VERB iassist-1116 96 24 all all DET iassist-1116 96 25 records record NOUN iassist-1116 96 26 we we PRON iassist-1116 96 27 could could AUX iassist-1116 96 28 access access VERB iassist-1116 96 29 using use VERB iassist-1116 96 30 the the DET iassist-1116 96 31 various various ADJ iassist-1116 96 32 ddi ddi ADJ iassist-1116 96 33 - - PUNCT iassist-1116 96 34 style style NOUN iassist-1116 96 35 prefixes prefix NOUN iassist-1116 96 36 . . PUNCT iassist-1116 97 1 this this PRON iassist-1116 97 2 includes include VERB iassist-1116 97 3 the the DET iassist-1116 97 4 prefixes prefix NOUN iassist-1116 97 5 with with ADP iassist-1116 97 6 different different ADJ iassist-1116 97 7 styles style NOUN iassist-1116 97 8 and and CCONJ iassist-1116 97 9 languages language NOUN iassist-1116 97 10 , , PUNCT iassist-1116 97 11 like like ADP iassist-1116 97 12 ddi25 ddi25 PROPN iassist-1116 97 13 , , PUNCT iassist-1116 97 14 ddi ddi PROPN iassist-1116 97 15 - - PUNCT iassist-1116 97 16 c c NOUN iassist-1116 97 17 , , PUNCT iassist-1116 97 18 ddi25 ddi25 NOUN iassist-1116 97 19 - - PUNCT iassist-1116 97 20 en en NOUN iassist-1116 97 21 , , PUNCT iassist-1116 97 22 oai_ddi oai_ddi ADJ iassist-1116 97 23 25 25 NUM iassist-1116 97 24 - - PUNCT iassist-1116 97 25 nl nl NOUN iassist-1116 97 26 . . PUNCT iassist-1116 97 27 table table NOUN iassist-1116 97 28 3 3 NUM iassist-1116 97 29 shows show VERB iassist-1116 97 30 a a DET iassist-1116 97 31 complete complete ADJ iassist-1116 97 32 list list NOUN iassist-1116 97 33 of of ADP iassist-1116 97 34 those those DET iassist-1116 97 35 metadata metadata ADJ iassist-1116 97 36 prefixes prefix NOUN iassist-1116 97 37 we we PRON iassist-1116 97 38 found find VERB iassist-1116 97 39 and and CCONJ iassist-1116 97 40 identified identify VERB iassist-1116 97 41 as as ADP iassist-1116 97 42 related relate VERB iassist-1116 97 43 to to ADP iassist-1116 97 44 ddi ddi PROPN iassist-1116 97 45 standards standard NOUN iassist-1116 97 46 . . PUNCT iassist-1116 98 1 because because SCONJ iassist-1116 98 2 only only ADV iassist-1116 98 3 two two NUM iassist-1116 98 4 repositories repository NOUN iassist-1116 98 5 publish publish VERB iassist-1116 98 6 metadata metadata NOUN iassist-1116 98 7 in in ADP iassist-1116 98 8 ddi ddi NOUN iassist-1116 98 9 - - PUNCT iassist-1116 98 10 lifecycle lifecycle NOUN iassist-1116 98 11 , , PUNCT iassist-1116 98 12 we we PRON iassist-1116 98 13 excluded exclude VERB iassist-1116 98 14 ddi ddi ADJ iassist-1116 98 15 - - PUNCT iassist-1116 98 16 lifecycle lifecycle NOUN iassist-1116 98 17 from from ADP iassist-1116 98 18 our our PRON iassist-1116 98 19 study study NOUN iassist-1116 98 20 . . PUNCT iassist-1116 99 1 ( ( PUNCT iassist-1116 99 2 the the DET iassist-1116 99 3 prefixes prefix NOUN iassist-1116 99 4 in in ADP iassist-1116 99 5 brackets bracket NOUN iassist-1116 99 6 , , PUNCT iassist-1116 99 7 which which PRON iassist-1116 99 8 can can AUX iassist-1116 99 9 be be AUX iassist-1116 99 10 found find VERB iassist-1116 99 11 in in ADP iassist-1116 99 12 table table NOUN iassist-1116 99 13 3 3 NUM iassist-1116 99 14 indicate indicate VERB iassist-1116 99 15 , , PUNCT iassist-1116 99 16 that that SCONJ iassist-1116 99 17 there there PRON iassist-1116 99 18 are be VERB iassist-1116 99 19 metadata metadata NOUN iassist-1116 99 20 in in ADP iassist-1116 99 21 ddi ddi NOUN iassist-1116 99 22 - - PUNCT iassist-1116 99 23 lifecycle lifecycle NOUN iassist-1116 99 24 . . PUNCT iassist-1116 99 25 ) ) PUNCT iassist-1116 99 26 table table NOUN iassist-1116 99 27 2 2 NUM iassist-1116 99 28 : : PUNCT iassist-1116 99 29 status status NOUN iassist-1116 99 30 of of ADP iassist-1116 99 31 the the DET iassist-1116 99 32 repositories repository NOUN iassist-1116 99 33 , , PUNCT iassist-1116 99 34 that that PRON iassist-1116 99 35 report report NOUN iassist-1116 99 36 on on ADP iassist-1116 99 37 re3data.org re3data.org PUNCT iassist-1116 99 38 to to PART iassist-1116 99 39 use use VERB iassist-1116 99 40 ddi ddi PROPN iassist-1116 99 41 as as ADP iassist-1116 99 42 a a DET iassist-1116 99 43 metadata metadata NOUN iassist-1116 99 44 standard standard NOUN iassist-1116 99 45 and and CCONJ iassist-1116 99 46 oai oai NOUN iassist-1116 99 47 - - PUNCT iassist-1116 99 48 pmh pmh NOUN iassist-1116 99 49 as as ADP iassist-1116 99 50 an an DET iassist-1116 99 51 api api NOUN iassist-1116 99 52 status status NOUN iassist-1116 99 53 of of ADP iassist-1116 99 54 the the DET iassist-1116 99 55 repository repository NOUN iassist-1116 99 56 number number NOUN iassist-1116 99 57 of of ADP iassist-1116 99 58 repositories repository NOUN iassist-1116 99 59 url url X iassist-1116 99 60 to to ADP iassist-1116 99 61 oai oai NOUN iassist-1116 99 62 - - PUNCT iassist-1116 99 63 pmh pmh NOUN iassist-1116 99 64 in in ADP iassist-1116 99 65 re3data.org re3data.org ADJ iassist-1116 99 66 is be AUX iassist-1116 99 67 obviously obviously ADV iassist-1116 99 68 wrong wrong ADJ iassist-1116 99 69 or or CCONJ iassist-1116 99 70 a a DET iassist-1116 99 71 duplicate duplicate ADJ iassist-1116 99 72 36 36 NUM iassist-1116 99 73 ddi ddi PROPN iassist-1116 99 74 metadata metadata NOUN iassist-1116 99 75 unavailable unavailable ADJ iassist-1116 99 76 ( ( PUNCT iassist-1116 99 77 ddi ddi PROPN iassist-1116 99 78 metadata metadata NOUN iassist-1116 99 79 is be AUX iassist-1116 99 80 not not PART iassist-1116 99 81 available available ADJ iassist-1116 99 82 via via ADP iassist-1116 99 83 oai oai NOUN iassist-1116 99 84 - - PUNCT iassist-1116 99 85 pmh pmh NOUN iassist-1116 99 86 ) ) PUNCT iassist-1116 99 87 9 9 NUM iassist-1116 99 88 the the DET iassist-1116 99 89 answer answer NOUN iassist-1116 99 90 of of ADP iassist-1116 99 91 oai oai NOUN iassist-1116 99 92 - - PUNCT iassist-1116 99 93 pmh pmh NOUN iassist-1116 99 94 query query NOUN iassist-1116 99 95 contains contain VERB iassist-1116 99 96 permanent permanent ADJ iassist-1116 99 97 errors error NOUN iassist-1116 99 98 3 3 NUM iassist-1116 99 99 merge merge VERB iassist-1116 99 100 to to ADP iassist-1116 99 101 upper upper ADJ iassist-1116 99 102 level level NOUN iassist-1116 99 103 of of ADP iassist-1116 99 104 repository repository NOUN iassist-1116 99 105 8 8 NUM iassist-1116 99 106 oai oai NOUN iassist-1116 99 107 - - PUNCT iassist-1116 99 108 pmh pmh NOUN iassist-1116 99 109 with with ADP iassist-1116 99 110 ddi ddi PROPN iassist-1116 99 111 codebook codebook NOUN iassist-1116 99 112 2.5 2.5 NUM iassist-1116 99 113 up up ADP iassist-1116 99 114 and and CCONJ iassist-1116 99 115 running run VERB iassist-1116 99 116 ( ( PUNCT iassist-1116 99 117 one one NUM iassist-1116 99 118 of of ADP iassist-1116 99 119 them they PRON iassist-1116 99 120 offers offer VERB iassist-1116 99 121 also also ADV iassist-1116 99 122 ddi ddi VERB iassist-1116 99 123 lifecycle lifecycle NOUN iassist-1116 99 124 3.2 3.2 NUM iassist-1116 99 125 ) ) PUNCT iassist-1116 99 126 29 29 NUM iassist-1116 99 127 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 SYM iassist-1116 99 128 6/15 6/15 NUM iassist-1116 99 129 wenzig wenzig NOUN iassist-1116 99 130 , , PUNCT iassist-1116 99 131 knut knut PROPN iassist-1116 99 132 & & CCONJ iassist-1116 99 133 han han PROPN iassist-1116 99 134 , , PUNCT iassist-1116 99 135 xiaoyao xiaoyao PROPN iassist-1116 99 136 ( ( PUNCT iassist-1116 99 137 2024 2024 NUM iassist-1116 99 138 ) ) PUNCT iassist-1116 99 139 state state NOUN iassist-1116 99 140 of of ADP iassist-1116 99 141 the the DET iassist-1116 99 142 ddi ddi PROPN iassist-1116 99 143 cloud cloud NOUN iassist-1116 99 144 , , PUNCT iassist-1116 99 145 iassist iassist VERB iassist-1116 99 146 quarterly quarterly ADJ iassist-1116 99 147 48(4 48(4 NUM iassist-1116 99 148 ) ) PUNCT iassist-1116 99 149 , , PUNCT iassist-1116 99 150 pp pp PROPN iassist-1116 99 151 . . PUNCT iassist-1116 100 1 1 1 NUM iassist-1116 100 2 - - SYM iassist-1116 100 3 15 15 NUM iassist-1116 100 4 . . PUNCT iassist-1116 101 1 doi doi NOUN iassist-1116 101 2 : : PUNCT iassist-1116 101 3 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 PROPN iassist-1116 101 4 three three NUM iassist-1116 101 5 python python NOUN iassist-1116 101 6 libraries library NOUN iassist-1116 101 7 were be AUX iassist-1116 101 8 utilized utilize VERB iassist-1116 101 9 for for ADP iassist-1116 101 10 this this DET iassist-1116 101 11 task task NOUN iassist-1116 101 12 : : PUNCT iassist-1116 101 13 requests request NOUN iassist-1116 101 14 , , PUNCT iassist-1116 101 15 xml.etree xml.etree NUM iassist-1116 101 16 , , PUNCT iassist-1116 101 17 and and CCONJ iassist-1116 101 18 pandas panda NOUN iassist-1116 101 19 . . PUNCT iassist-1116 102 1 the the DET iassist-1116 102 2 requests request NOUN iassist-1116 102 3 library library NOUN iassist-1116 102 4 , , PUNCT iassist-1116 102 5 a a DET iassist-1116 102 6 web web NOUN iassist-1116 102 7 - - PUNCT iassist-1116 102 8 scraping scrape VERB iassist-1116 102 9 tool tool NOUN iassist-1116 102 10 , , PUNCT iassist-1116 102 11 facilitated facilitate VERB iassist-1116 102 12 http http NOUN iassist-1116 102 13 requests request NOUN iassist-1116 102 14 and and CCONJ iassist-1116 102 15 handled handle VERB iassist-1116 102 16 responses response NOUN iassist-1116 102 17 , , PUNCT iassist-1116 102 18 allowing allow VERB iassist-1116 102 19 us we PRON iassist-1116 102 20 to to PART iassist-1116 102 21 query query VERB iassist-1116 102 22 online online ADV iassist-1116 102 23 apis apis PROPN iassist-1116 102 24 and and CCONJ iassist-1116 102 25 retrieve retrieve VERB iassist-1116 102 26 xml xml NOUN iassist-1116 102 27 metadata metadata NOUN iassist-1116 102 28 information information NOUN iassist-1116 102 29 . . PUNCT iassist-1116 103 1 xml.etree xml.etree PROPN iassist-1116 103 2 was be AUX iassist-1116 103 3 employed employ VERB iassist-1116 103 4 to to PART iassist-1116 103 5 parse parse VERB iassist-1116 103 6 xml xml NOUN iassist-1116 103 7 elements element NOUN iassist-1116 103 8 and and CCONJ iassist-1116 103 9 prepare prepare VERB iassist-1116 103 10 the the DET iassist-1116 103 11 data datum NOUN iassist-1116 103 12 for for ADP iassist-1116 103 13 extraction extraction NOUN iassist-1116 103 14 . . PUNCT iassist-1116 104 1 pandas panda NOUN iassist-1116 104 2 provided provide VERB iassist-1116 104 3 convenient convenient ADJ iassist-1116 104 4 data datum NOUN iassist-1116 104 5 structures structure NOUN iassist-1116 104 6 and and CCONJ iassist-1116 104 7 functions function NOUN iassist-1116 104 8 for for ADP iassist-1116 104 9 manipulating manipulate VERB iassist-1116 104 10 and and CCONJ iassist-1116 104 11 analyzing analyze VERB iassist-1116 104 12 structured structured ADJ iassist-1116 104 13 data datum NOUN iassist-1116 104 14 . . PUNCT iassist-1116 105 1 once once SCONJ iassist-1116 105 2 the the DET iassist-1116 105 3 xml xml NOUN iassist-1116 105 4 file file NOUN iassist-1116 105 5 was be AUX iassist-1116 105 6 parsed parse VERB iassist-1116 105 7 through through ADP iassist-1116 105 8 xml.etree xml.etree NUM iassist-1116 105 9 , , PUNCT iassist-1116 105 10 the the DET iassist-1116 105 11 metadata metadata ADJ iassist-1116 105 12 elements element NOUN iassist-1116 105 13 were be AUX iassist-1116 105 14 passed pass VERB iassist-1116 105 15 to to ADP iassist-1116 105 16 pandas panda NOUN iassist-1116 105 17 for for ADP iassist-1116 105 18 the the DET iassist-1116 105 19 results result NOUN iassist-1116 105 20 , , PUNCT iassist-1116 105 21 which which PRON iassist-1116 105 22 enabled enable VERB iassist-1116 105 23 us we PRON iassist-1116 105 24 to to PART iassist-1116 105 25 store store VERB iassist-1116 105 26 the the DET iassist-1116 105 27 records record NOUN iassist-1116 105 28 as as ADP iassist-1116 105 29 a a DET iassist-1116 105 30 csv csv NOUN iassist-1116 105 31 file file NOUN iassist-1116 105 32 . . PUNCT iassist-1116 106 1 this this DET iassist-1116 106 2 process process NOUN iassist-1116 106 3 resulted result VERB iassist-1116 106 4 in in ADP iassist-1116 106 5 data datum NOUN iassist-1116 106 6 from from ADP iassist-1116 106 7 29 29 NUM iassist-1116 106 8 different different ADJ iassist-1116 106 9 repositories repository NOUN iassist-1116 106 10 , , PUNCT iassist-1116 106 11 encompassing encompass VERB iassist-1116 106 12 259,606 259,606 NUM iassist-1116 106 13 ddi ddi ADJ iassist-1116 106 14 - - PUNCT iassist-1116 106 15 codebook codebook NOUN iassist-1116 106 16 entries entry NOUN iassist-1116 106 17 . . PUNCT iassist-1116 107 1 the the DET iassist-1116 107 2 data datum NOUN iassist-1116 107 3 were be AUX iassist-1116 107 4 collected collect VERB iassist-1116 107 5 in in ADP iassist-1116 107 6 july july PROPN iassist-1116 107 7 / / SYM iassist-1116 107 8 august august PROPN iassist-1116 107 9 2024 2024 NUM iassist-1116 107 10 . . PUNCT iassist-1116 108 1 during during ADP iassist-1116 108 2 the the DET iassist-1116 108 3 research research NOUN iassist-1116 108 4 we we PRON iassist-1116 108 5 observed observe VERB iassist-1116 108 6 significant significant ADJ iassist-1116 108 7 variability variability NOUN iassist-1116 108 8 over over ADP iassist-1116 108 9 time time NOUN iassist-1116 108 10 , , PUNCT iassist-1116 108 11 as as SCONJ iassist-1116 108 12 new new ADJ iassist-1116 108 13 repositories repository NOUN iassist-1116 108 14 were be AUX iassist-1116 108 15 added add VERB iassist-1116 108 16 , , PUNCT iassist-1116 108 17 entries entry NOUN iassist-1116 108 18 were be AUX iassist-1116 108 19 updated update VERB iassist-1116 108 20 , , PUNCT iassist-1116 108 21 repositories repository NOUN iassist-1116 108 22 were be AUX iassist-1116 108 23 temporarily temporarily ADV iassist-1116 108 24 not not PART iassist-1116 108 25 available available ADJ iassist-1116 108 26 or or CCONJ iassist-1116 108 27 changed change VERB iassist-1116 108 28 their their PRON iassist-1116 108 29 publication publication NOUN iassist-1116 108 30 strategy strategy NOUN iassist-1116 108 31 and and CCONJ iassist-1116 108 32 did do AUX iassist-1116 108 33 not not PART iassist-1116 108 34 provide provide VERB iassist-1116 108 35 oai oai NOUN iassist-1116 108 36 - - PUNCT iassist-1116 108 37 pmh pmh NOUN iassist-1116 108 38 access access NOUN iassist-1116 108 39 any any PRON iassist-1116 108 40 more more ADV iassist-1116 108 41 . . PUNCT iassist-1116 109 1 new new ADJ iassist-1116 109 2 repositories repository NOUN iassist-1116 109 3 can can AUX iassist-1116 109 4 be be AUX iassist-1116 109 5 suggested suggest VERB iassist-1116 109 6 via via ADP iassist-1116 109 7 https://www.re3data.org/suggest https://www.re3data.org/suggest PROPN iassist-1116 109 8 . . PUNCT iassist-1116 110 1 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 PROPN iassist-1116 110 2 7/15 7/15 NUM iassist-1116 110 3 wenzig wenzig NOUN iassist-1116 110 4 , , PUNCT iassist-1116 110 5 knut knut PROPN iassist-1116 110 6 & & CCONJ iassist-1116 110 7 han han PROPN iassist-1116 110 8 , , PUNCT iassist-1116 110 9 xiaoyao xiaoyao PROPN iassist-1116 110 10 ( ( PUNCT iassist-1116 110 11 2024 2024 NUM iassist-1116 110 12 ) ) PUNCT iassist-1116 110 13 state state NOUN iassist-1116 110 14 of of ADP iassist-1116 110 15 the the DET iassist-1116 110 16 ddi ddi PROPN iassist-1116 110 17 cloud cloud NOUN iassist-1116 110 18 , , PUNCT iassist-1116 110 19 iassist iassist VERB iassist-1116 110 20 quarterly quarterly ADJ iassist-1116 110 21 48(4 48(4 NUM iassist-1116 110 22 ) ) PUNCT iassist-1116 110 23 , , PUNCT iassist-1116 110 24 pp pp PROPN iassist-1116 110 25 . . PUNCT iassist-1116 111 1 1 1 NUM iassist-1116 111 2 - - SYM iassist-1116 111 3 15 15 NUM iassist-1116 111 4 . . PUNCT iassist-1116 112 1 doi doi NOUN iassist-1116 112 2 : : PUNCT iassist-1116 112 3 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 PRON iassist-1116 112 4 result result VERB iassist-1116 112 5 : : PUNCT iassist-1116 112 6 how how SCONJ iassist-1116 112 7 ddi ddi ADJ iassist-1116 112 8 - - PUNCT iassist-1116 112 9 codebook codebook NOUN iassist-1116 112 10 2.5 2.5 NUM iassist-1116 112 11 is be AUX iassist-1116 112 12 used use VERB iassist-1116 112 13 ? ? PUNCT iassist-1116 113 1 from from ADP iassist-1116 113 2 the the DET iassist-1116 113 3 252 252 NUM iassist-1116 113 4 different different ADJ iassist-1116 113 5 ddi ddi PROPN iassist-1116 113 6 - - PUNCT iassist-1116 113 7 codebook codebook NOUN iassist-1116 113 8 2.5 2.5 NUM iassist-1116 113 9 elements element NOUN iassist-1116 113 10 119 119 NUM iassist-1116 113 11 elements element NOUN iassist-1116 113 12 were be AUX iassist-1116 113 13 used use VERB iassist-1116 113 14 in in ADP iassist-1116 113 15 our our PRON iassist-1116 113 16 sample sample NOUN iassist-1116 113 17 . . PUNCT iassist-1116 114 1 ddicodebook ddicodebook PROPN iassist-1116 114 2 also also ADV iassist-1116 114 3 imports import VERB iassist-1116 114 4 other other ADJ iassist-1116 114 5 schemas schema NOUN iassist-1116 114 6 like like ADP iassist-1116 114 7 dublin dublin PROPN iassist-1116 114 8 core core NOUN iassist-1116 114 9 , , PUNCT iassist-1116 114 10 xhtml xhtml ADJ iassist-1116 114 11 , , PUNCT iassist-1116 114 12 or or CCONJ iassist-1116 114 13 xml xml NOUN iassist-1116 114 14 . . PUNCT iassist-1116 115 1 but but CCONJ iassist-1116 115 2 this this DET iassist-1116 115 3 feature feature NOUN iassist-1116 115 4 is be AUX iassist-1116 115 5 rarely rarely ADV iassist-1116 115 6 used use VERB iassist-1116 115 7 , , PUNCT iassist-1116 115 8 and and CCONJ iassist-1116 115 9 only only ADV iassist-1116 115 10 one one NUM iassist-1116 115 11 element element NOUN iassist-1116 115 12 from from ADP iassist-1116 115 13 dublin dublin PROPN iassist-1116 115 14 core core PROPN iassist-1116 115 15 ( ( PUNCT iassist-1116 115 16 < < X iassist-1116 115 17 coverage coverage NOUN iassist-1116 115 18 > > PRON iassist-1116 115 19 ) ) PUNCT iassist-1116 115 20 is be AUX iassist-1116 115 21 found3 found3 NOUN iassist-1116 115 22 in in ADP iassist-1116 115 23 64 64 NUM iassist-1116 115 24 records record NOUN iassist-1116 115 25 we we PRON iassist-1116 115 26 analyzed analyze VERB iassist-1116 115 27 . . PUNCT iassist-1116 116 1 within within ADP iassist-1116 116 2 the the DET iassist-1116 116 3 ddi ddi PROPN iassist-1116 116 4 - - PUNCT iassist-1116 116 5 codebook codebook NOUN iassist-1116 116 6 payload payload NOUN iassist-1116 116 7 , , PUNCT iassist-1116 116 8 every every DET iassist-1116 116 9 ddi ddi PROPN iassist-1116 116 10 - - PUNCT iassist-1116 116 11 codebook codebook NOUN iassist-1116 116 12 2.5 2.5 NUM iassist-1116 116 13 compliant compliant ADJ iassist-1116 116 14 xml xml NOUN iassist-1116 116 15 file file NOUN iassist-1116 116 16 has have VERB iassist-1116 116 17 the the DET iassist-1116 116 18 element element NOUN iassist-1116 116 19 < < X iassist-1116 116 20 codebook codebook X iassist-1116 116 21 > > X iassist-1116 116 22 on on ADP iassist-1116 116 23 level level NOUN iassist-1116 116 24 1 1 NUM iassist-1116 116 25 as as SCONJ iassist-1116 116 26 shown show VERB iassist-1116 116 27 in in ADP iassist-1116 116 28 the the DET iassist-1116 116 29 introduction introduction NOUN iassist-1116 116 30 . . PUNCT iassist-1116 117 1 this this DET iassist-1116 117 2 element element NOUN iassist-1116 117 3 is be AUX iassist-1116 117 4 mandatory mandatory ADJ iassist-1116 117 5 and and CCONJ iassist-1116 117 6 non non ADJ iassist-1116 117 7 - - ADJ iassist-1116 117 8 repeatable repeatable ADJ iassist-1116 117 9 . . PUNCT iassist-1116 118 1 on on ADP iassist-1116 118 2 level level NOUN iassist-1116 118 3 2 2 NUM iassist-1116 118 4 there there PRON iassist-1116 118 5 are be VERB iassist-1116 118 6 the the DET iassist-1116 118 7 elements element NOUN iassist-1116 118 8 < < X iassist-1116 118 9 docdscr docdscr NOUN iassist-1116 118 10 > > X iassist-1116 118 11 , , PUNCT iassist-1116 118 12 < < X iassist-1116 118 13 stdydscr stdydscr NOUN iassist-1116 118 14 > > X iassist-1116 118 15 , , PUNCT iassist-1116 118 16 < < X iassist-1116 118 17 filedscr filedscr ADJ iassist-1116 118 18 > > X iassist-1116 118 19 , , PUNCT iassist-1116 118 20 < < X iassist-1116 118 21 datadscr datadscr NOUN iassist-1116 118 22 > > PUNCT iassist-1116 118 23 , , PUNCT iassist-1116 118 24 and and CCONJ iassist-1116 118 25 < < AUX iassist-1116 118 26 othermat othermat NOUN iassist-1116 118 27 > > X iassist-1116 118 28 : : PUNCT iassist-1116 118 29 < < X iassist-1116 118 30 codebook codebook X iassist-1116 118 31 > > X iassist-1116 118 32 is be AUX iassist-1116 118 33 used use VERB iassist-1116 118 34 in in ADP iassist-1116 118 35 every every DET iassist-1116 118 36 record record NOUN iassist-1116 118 37 once once ADV iassist-1116 118 38 . . PUNCT iassist-1116 119 1 nearly nearly ADV iassist-1116 119 2 all all DET iassist-1116 119 3 records record NOUN iassist-1116 119 4 use use VERB iassist-1116 119 5 < < X iassist-1116 119 6 docdscr docdscr NOUN iassist-1116 119 7 > > X iassist-1116 119 8 , , PUNCT iassist-1116 119 9 only only ADV iassist-1116 119 10 some some PRON iassist-1116 119 11 use use VERB iassist-1116 119 12 it it PRON iassist-1116 119 13 twice twice ADV iassist-1116 119 14 . . PUNCT iassist-1116 120 1 < < AUX iassist-1116 120 2 studydscr studydscr NOUN iassist-1116 120 3 > > X iassist-1116 120 4 is be AUX iassist-1116 120 5 used use VERB iassist-1116 120 6 once once ADV iassist-1116 120 7 within within ADP iassist-1116 120 8 all all DET iassist-1116 120 9 records record NOUN iassist-1116 120 10 . . PUNCT iassist-1116 121 1 < < AUX iassist-1116 121 2 filedscr filedscr PROPN iassist-1116 121 3 > > X iassist-1116 121 4 appears appear VERB iassist-1116 121 5 in in ADP iassist-1116 121 6 20.9 20.9 NUM iassist-1116 121 7 % % NOUN iassist-1116 121 8 of of ADP iassist-1116 121 9 the the DET iassist-1116 121 10 records record NOUN iassist-1116 121 11 . . PUNCT iassist-1116 122 1 over over ADP iassist-1116 122 2 90 90 NUM iassist-1116 122 3 % % NOUN iassist-1116 122 4 of of ADP iassist-1116 122 5 table table NOUN iassist-1116 122 6 3 3 NUM iassist-1116 122 7 : : PUNCT iassist-1116 122 8 number number NOUN iassist-1116 122 9 of of ADP iassist-1116 122 10 records record NOUN iassist-1116 122 11 , , PUNCT iassist-1116 122 12 ddi ddi PROPN iassist-1116 122 13 related relate VERB iassist-1116 122 14 prefixes prefix NOUN iassist-1116 122 15 and and CCONJ iassist-1116 122 16 oai oai NOUN iassist-1116 122 17 - - PUNCT iassist-1116 122 18 pmh pmh NOUN iassist-1116 122 19 - - PUNCT iassist-1116 122 20 endpoint endpoint NOUN iassist-1116 122 21 ( ( PUNCT iassist-1116 122 22 linked link VERB iassist-1116 122 23 to to ADP iassist-1116 122 24 identification identification NOUN iassist-1116 122 25 ) ) PUNCT iassist-1116 122 26 of of ADP iassist-1116 122 27 repositories repository NOUN iassist-1116 122 28 found find VERB iassist-1116 122 29 on on ADP iassist-1116 122 30 re3data.org re3data.org ADJ iassist-1116 122 31 , , PUNCT iassist-1116 122 32 which which PRON iassist-1116 122 33 use use VERB iassist-1116 122 34 ddi ddi NOUN iassist-1116 122 35 as as ADP iassist-1116 122 36 a a DET iassist-1116 122 37 metadata metadata NOUN iassist-1116 122 38 standard standard NOUN iassist-1116 122 39 and and CCONJ iassist-1116 122 40 provide provide VERB iassist-1116 122 41 an an DET iassist-1116 122 42 oai oai NOUN iassist-1116 122 43 - - PUNCT iassist-1116 122 44 omh omh NOUN iassist-1116 122 45 - - NOUN iassist-1116 122 46 endpoint endpoint NOUN iassist-1116 122 47 to to ADP iassist-1116 122 48 this this DET iassist-1116 122 49 metadata metadata ADJ iassist-1116 122 50 repository repository NOUN iassist-1116 122 51 records record NOUN iassist-1116 122 52 ddi ddi PROPN iassist-1116 122 53 related relate VERB iassist-1116 122 54 prefixes prefix NOUN iassist-1116 122 55 oai oai NOUN iassist-1116 122 56 - - PUNCT iassist-1116 122 57 pmh pmh NOUN iassist-1116 122 58 - - PUNCT iassist-1116 122 59 endpoint endpoint NOUN iassist-1116 122 60 ( ( PUNCT iassist-1116 122 61 link link NOUN iassist-1116 122 62 to to ADP iassist-1116 122 63 identification identification NOUN iassist-1116 122 64 ) ) PUNCT iassist-1116 122 65 harvard harvard PROPN iassist-1116 122 66 dataverse dataverse VERB iassist-1116 122 67 92,267 92,267 NUM iassist-1116 122 68 oai_ddi oai_ddi VERB iassist-1116 122 69 https://dataverse.harvard.edu/oai https://dataverse.harvard.edu/oai PROPN iassist-1116 123 1 open open ADJ iassist-1116 123 2 forest forest NOUN iassist-1116 123 3 data datum NOUN iassist-1116 123 4 79,762 79,762 NUM iassist-1116 123 5 oai_ddi oai_ddi ADJ iassist-1116 123 6 https://dataverse.openforestdata.pl/oai https://dataverse.openforestdata.pl/oai ADJ iassist-1116 123 7 cessda cessda NOUN iassist-1116 123 8 data data VERB iassist-1116 123 9 catalogue catalogue NOUN iassist-1116 123 10 30,289 30,289 NUM iassist-1116 123 11 oai_ddi25 oai_ddi25 NOUN iassist-1116 123 12 https://datacatalogue.cessda.eu/oai-pmh/v0/oai https://datacatalogue.cessda.eu/oai-pmh/v0/oai NOUN iassist-1116 123 13 gesis gesis NOUN iassist-1116 123 14 data datum NOUN iassist-1116 123 15 archive archive NOUN iassist-1116 123 16 20,689 20,689 NUM iassist-1116 123 17 oai_ddi25 oai_ddi25 NOUN iassist-1116 123 18 , , PUNCT iassist-1116 123 19 oai_ddi25 oai_ddi25 NOUN iassist-1116 123 20 - - PUNCT iassist-1116 123 21 de de ADJ iassist-1116 123 22 , , PUNCT iassist-1116 123 23 oai_ddi25 oai_ddi25 NOUN iassist-1116 123 24 - - PUNCT iassist-1116 123 25 en en X iassist-1116 123 26 , , PUNCT iassist-1116 123 27 ( ( PUNCT iassist-1116 123 28 oai_ddi32 oai_ddi32 ADJ iassist-1116 123 29 ) ) PUNCT iassist-1116 123 30 https://dbkapps.gesis.org/dbkoai/ https://dbkapps.gesis.org/dbkoai/ NOUN iassist-1116 123 31 easy easy ADJ iassist-1116 123 32 9,804 9,804 NUM iassist-1116 123 33 oai_ddi25_en oai_ddi25_en PROPN iassist-1116 123 34 , , PUNCT iassist-1116 123 35 oai_ddi25_nl oai_ddi25_nl PROPN iassist-1116 123 36 https://easy.dans.knaw.nl/oai https://easy.dans.knaw.nl/oai VERB iassist-1116 123 37 dataversenl dataversenl ADV iassist-1116 123 38 7,446 7,446 NUM iassist-1116 123 39 oai_ddi oai_ddi NOUN iassist-1116 123 40 https://dataverse.nl/oai https://dataverse.nl/oai ADJ iassist-1116 123 41 finnish finnish ADJ iassist-1116 123 42 social social ADJ iassist-1116 123 43 science science NOUN iassist-1116 123 44 data datum NOUN iassist-1116 123 45 archive archive NOUN iassist-1116 123 46 3,934 3,934 NUM iassist-1116 123 47 oai_ddi25 oai_ddi25 NOUN iassist-1116 123 48 , , PUNCT iassist-1116 123 49 ddi_c ddi_c PROPN iassist-1116 123 50 https://services.fsd.tuni.fi/v0/oai https://services.fsd.tuni.fi/v0/oai PROPN iassist-1116 123 51 swedish swedish PROPN iassist-1116 123 52 national national PROPN iassist-1116 123 53 data data PROPN iassist-1116 123 54 service service PROPN iassist-1116 123 55 2,943 2,943 NUM iassist-1116 123 56 ddi25 ddi25 PROPN iassist-1116 123 57 , , PUNCT iassist-1116 123 58 ( ( PUNCT iassist-1116 123 59 ddi33 ddi33 ADJ iassist-1116 123 60 ) ) PUNCT iassist-1116 123 61 https://snd.se/oai-pmh https://snd.se/oai-pmh PROPN iassist-1116 123 62 texas texas PROPN iassist-1116 123 63 data data PROPN iassist-1116 123 64 repository repository NOUN iassist-1116 123 65 2,139 2,139 NUM iassist-1116 123 66 oai_ddi oai_ddi ADJ iassist-1116 123 67 https://dataverse.tdl.org/oai https://dataverse.tdl.org/oai PROPN iassist-1116 123 68 darus darus NOUN iassist-1116 123 69 1,578 1,578 NUM iassist-1116 123 70 oai_ddi oai_ddi ADJ iassist-1116 123 71 https://darus.uni-stuttgart.de/oai https://darus.uni-stuttgart.de/oai ADJ iassist-1116 123 72 austrian austrian ADJ iassist-1116 123 73 social social ADJ iassist-1116 123 74 science science NOUN iassist-1116 123 75 data datum NOUN iassist-1116 123 76 archive archive NOUN iassist-1116 123 77 1,540 1,540 NUM iassist-1116 123 78 oai_ddi oai_ddi NOUN iassist-1116 123 79 https://data.aussda.at/oai https://data.aussda.at/oai NUM iassist-1116 123 80 repository repository NOUN iassist-1116 123 81 for for ADP iassist-1116 123 82 open open ADJ iassist-1116 123 83 data datum NOUN iassist-1116 123 84 1,458 1,458 NUM iassist-1116 123 85 oai_ddi oai_ddi NOUN iassist-1116 123 86 https://repod.icm.edu.pl/oai https://repod.icm.edu.pl/oai NOUN iassist-1116 123 87 swissubase swissubase NOUN iassist-1116 123 88 979 979 NUM iassist-1116 123 89 oai_ddi25 oai_ddi25 NOUN iassist-1116 123 90 https://www.swissubase.ch/oai-pmh/v1/oai https://www.swissubase.ch/oai-pmh/v1/oai PROPN iassist-1116 123 91 cora cora PROPN iassist-1116 123 92 . . PUNCT iassist-1116 124 1 repositori repositori PROPN iassist-1116 124 2 de de PROPN iassist-1116 124 3 dades dades PROPN iassist-1116 124 4 de de X iassist-1116 124 5 recerca recerca PROPN iassist-1116 124 6 902 902 NUM iassist-1116 124 7 oai_ddi oai_ddi ADJ iassist-1116 124 8 https://dataverse.csuc.cat/oai https://dataverse.csuc.cat/oai PROPN iassist-1116 124 9 social social ADJ iassist-1116 124 10 science science PROPN iassist-1116 124 11 japan japan PROPN iassist-1116 124 12 data data PROPN iassist-1116 124 13 archive archive NOUN iassist-1116 124 14 867 867 NUM iassist-1116 124 15 oai_ddi25 oai_ddi25 NOUN iassist-1116 124 16 https://ssjda.iss.u-tokyo.ac.jp/direct/oai2/ https://ssjda.iss.u-tokyo.ac.jp/direct/oai2/ NOUN iassist-1116 124 17 heidata heidata VERB iassist-1116 124 18 586 586 NUM iassist-1116 124 19 oai_ddi oai_ddi NOUN iassist-1116 124 20 https://heidata.uni-heidelberg.de/oai https://heidata.uni-heidelberg.de/oai NOUN iassist-1116 124 21 icrisat icrisat VERB iassist-1116 124 22 446 446 NUM iassist-1116 124 23 oai_ddi oai_ddi NOUN iassist-1116 124 24 https://dataverse.icrisat.org/oai https://dataverse.icrisat.org/oai VERB iassist-1116 124 25 social social ADJ iassist-1116 124 26 data datum NOUN iassist-1116 124 27 repository repository NOUN iassist-1116 124 28 ( ( PUNCT iassist-1116 124 29 rds rds NOUN iassist-1116 124 30 ) ) PUNCT iassist-1116 124 31 436 436 NUM iassist-1116 124 32 oai_ddi oai_ddi NOUN iassist-1116 124 33 https://rds.icm.edu.pl/oai https://rds.icm.edu.pl/oai PROPN iassist-1116 124 34 macromolecular macromolecular NOUN iassist-1116 124 35 xtallography xtallography PROPN iassist-1116 124 36 raw raw ADJ iassist-1116 124 37 data datum NOUN iassist-1116 124 38 repository repository NOUN iassist-1116 124 39 433 433 NUM iassist-1116 124 40 oai_ddi oai_ddi NOUN iassist-1116 124 41 https://mxrdr.icm.edu.pl/oai https://mxrdr.icm.edu.pl/oai NOUN iassist-1116 124 42 ucla ucla NOUN iassist-1116 124 43 314 314 NUM iassist-1116 124 44 oai_ddi oai_ddi NOUN iassist-1116 124 45 https://dataverse.ucla.edu/oai https://dataverse.ucla.edu/oai PROPN iassist-1116 124 46 libradata libradata NOUN iassist-1116 124 47 243 243 NUM iassist-1116 124 48 oai_ddi oai_ddi ADV iassist-1116 124 49 https://dataverse.lib.virginia.edu/oai https://dataverse.lib.virginia.edu/oai ADJ iassist-1116 124 50 trolling troll VERB iassist-1116 124 51 171 171 NUM iassist-1116 124 52 oai_ddi oai_ddi ADJ iassist-1116 124 53 https://dataverse.no/oai https://dataverse.no/oai NOUN iassist-1116 124 54 repositório repositório NOUN iassist-1116 124 55 de de X iassist-1116 124 56 dados dados X iassist-1116 124 57 de de X iassist-1116 124 58 pesquisa pesquisa NOUN iassist-1116 124 59 unifesp unifesp ADJ iassist-1116 124 60 76 76 NUM iassist-1116 124 61 oai_ddi oai_ddi NOUN iassist-1116 124 62 https://repositoriodedados.unifesp.br/oai https://repositoriodedados.unifesp.br/oai NUM iassist-1116 125 1 asu asu PROPN iassist-1116 125 2 library library PROPN iassist-1116 125 3 research research NOUN iassist-1116 125 4 data datum NOUN iassist-1116 125 5 repository repository NOUN iassist-1116 125 6 74 74 NUM iassist-1116 125 7 oai_ddi oai_ddi PROPN iassist-1116 125 8 https://dataverse.asu.edu/oai https://dataverse.asu.edu/oai PROPN iassist-1116 125 9 debreceni debreceni NOUN iassist-1116 125 10 egyetem egyetem PROPN iassist-1116 125 11 adattár adattár VERB iassist-1116 125 12 59 59 NUM iassist-1116 125 13 oai_ddi oai_ddi NOUN iassist-1116 125 14 https://adattar.unideb.hu/oai https://adattar.unideb.hu/oai NUM iassist-1116 125 15 university university NOUN iassist-1116 125 16 of of ADP iassist-1116 125 17 warsaw warsaw PROPN iassist-1116 125 18 research research PROPN iassist-1116 125 19 data datum NOUN iassist-1116 125 20 repository repository NOUN iassist-1116 125 21 59 59 NUM iassist-1116 125 22 oai_ddi oai_ddi ADJ iassist-1116 125 23 https://danebadawcze.uw.edu.pl/oai https://danebadawcze.uw.edu.pl/oai PUNCT iassist-1116 125 24 unb unb PROPN iassist-1116 125 25 libraries library NOUN iassist-1116 125 26 dataverse dataverse VERB iassist-1116 125 27 research research NOUN iassist-1116 125 28 data datum NOUN iassist-1116 125 29 repository repository NOUN iassist-1116 125 30 56 56 NUM iassist-1116 125 31 oai_ddi oai_ddi ADJ iassist-1116 125 32 https://dataverse.lib.unb.ca/oai https://dataverse.lib.unb.ca/oai NOUN iassist-1116 125 33 osnadata osnadata NOUN iassist-1116 126 1 34 34 NUM iassist-1116 126 2 oai_ddi oai_ddi ADJ iassist-1116 126 3 https://osnadata.ub.uni-osnabrueck.de/oai https://osnadata.ub.uni-osnabrueck.de/oai PROPN iassist-1116 126 4 repositorio repositorio PROPN iassist-1116 126 5 de de PROPN iassist-1116 126 6 datos datos X iassist-1116 126 7 académicos académicos PROPN iassist-1116 126 8 universidad universidad PROPN iassist-1116 126 9 nacional nacional PROPN iassist-1116 126 10 de de PROPN iassist-1116 126 11 rosario rosario PROPN iassist-1116 126 12 22 22 NUM iassist-1116 126 13 oai_ddi oai_ddi NOUN iassist-1116 126 14 https://dataverse.unr.edu.ar/oai https://dataverse.unr.edu.ar/oai NOUN iassist-1116 127 1 total total NOUN iassist-1116 127 2 259,606 259,606 NUM iassist-1116 127 3 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 PRON iassist-1116 127 4 https://dataverse.harvard.edu/oai?verb=identify https://dataverse.harvard.edu/oai?verb=identify PROPN iassist-1116 127 5 https://dataverse.openforestdata.pl/oai?verb=identify https://dataverse.openforestdata.pl/oai?verb=identify AUX iassist-1116 127 6 https://datacatalogue.cessda.eu/oai-pmh/v0/oai?verb=identify https://datacatalogue.cessda.eu/oai-pmh/v0/oai?verb=identify VERB iassist-1116 127 7 https://dbkapps.gesis.org/dbkoai/?verb=identify https://dbkapps.gesis.org/dbkoai/?verb=identify VERB iassist-1116 128 1 https://easy.dans.knaw.nl/oai?verb=identify https://easy.dans.knaw.nl/oai?verb=identify VERB iassist-1116 128 2 https://dataverse.nl/oai?verb=identify https://dataverse.nl/oai?verb=identify PRON iassist-1116 128 3 https://services.fsd.tuni.fi/v0/oai?verb=identify https://services.fsd.tuni.fi/v0/oai?verb=identify VERB iassist-1116 128 4 https://snd.se/oai-pmh?verb=identify https://snd.se/oai-pmh?verb=identify VERB iassist-1116 128 5 https://dataverse.tdl.org/oai?verb=identify https://dataverse.tdl.org/oai?verb=identify PROPN iassist-1116 128 6 https://darus.uni-stuttgart.de/oai?verb=identify https://darus.uni-stuttgart.de/oai?verb=identify NOUN iassist-1116 128 7 https://data.aussda.at/oai?verb=identify https://data.aussda.at/oai?verb=identify NOUN iassist-1116 128 8 https://repod.icm.edu.pl/oai?verb=identify https://repod.icm.edu.pl/oai?verb=identify NOUN iassist-1116 128 9 https://www.swissubase.ch/oai-pmh/v1/oai?verb=identify https://www.swissubase.ch/oai-pmh/v1/oai?verb=identify AUX iassist-1116 128 10 https://dataverse.csuc.cat/oai?verb=identify https://dataverse.csuc.cat/oai?verb=identify VERB iassist-1116 128 11 https://ssjda.iss.u-tokyo.ac.jp/direct/oai2/?verb=identify https://ssjda.iss.u-tokyo.ac.jp/direct/oai2/?verb=identify NUM iassist-1116 128 12 https://heidata.uni-heidelberg.de/oai?verb=identify https://heidata.uni-heidelberg.de/oai?verb=identify VERB iassist-1116 128 13 https://dataverse.icrisat.org/oai?verb=identify https://dataverse.icrisat.org/oai?verb=identify PROPN iassist-1116 128 14 https://rds.icm.edu.pl/oai?verb=identify https://rds.icm.edu.pl/oai?verb=identify PROPN iassist-1116 128 15 https://mxrdr.icm.edu.pl/oai?verb=identify https://mxrdr.icm.edu.pl/oai?verb=identify VERB iassist-1116 128 16 https://dataverse.ucla.edu/oai?verb=identify https://dataverse.ucla.edu/oai?verb=identify PRON iassist-1116 128 17 https://dataverse.lib.virginia.edu/oai?verb=identify https://dataverse.lib.virginia.edu/oai?verb=identify ADJ iassist-1116 128 18 https://dataverse.no/oai?verb=identify https://dataverse.no/oai?verb=identify ADJ iassist-1116 128 19 https://repositoriodedados.unifesp.br/oai?verb=identify https://repositoriodedados.unifesp.br/oai?verb=identify VERB iassist-1116 128 20 https://dataverse.asu.edu/oai?verb=identify https://dataverse.asu.edu/oai?verb=identify VERB iassist-1116 128 21 https://adattar.unideb.hu/oai?verb=identify https://adattar.unideb.hu/oai?verb=identify VERB iassist-1116 128 22 https://danebadawcze.uw.edu.pl/oai?verb=identify https://danebadawcze.uw.edu.pl/oai?verb=identify NOUN iassist-1116 128 23 https://dataverse.lib.unb.ca/oai?verb=identify https://dataverse.lib.unb.ca/oai?verb=identify NOUN iassist-1116 128 24 https://osnadata.ub.uni-osnabrueck.de/oai?verb=identify https://osnadata.ub.uni-osnabrueck.de/oai?verb=identify VERB iassist-1116 128 25 https://dataverse.unr.edu.ar/oai?verb=identify https://dataverse.unr.edu.ar/oai?verb=identify VERB iassist-1116 128 26 8/15 8/15 NUM iassist-1116 128 27 wenzig wenzig NOUN iassist-1116 128 28 , , PUNCT iassist-1116 128 29 knut knut PROPN iassist-1116 128 30 & & CCONJ iassist-1116 128 31 han han PROPN iassist-1116 128 32 , , PUNCT iassist-1116 128 33 xiaoyao xiaoyao PROPN iassist-1116 128 34 ( ( PUNCT iassist-1116 128 35 2024 2024 NUM iassist-1116 128 36 ) ) PUNCT iassist-1116 128 37 state state NOUN iassist-1116 128 38 of of ADP iassist-1116 128 39 the the DET iassist-1116 128 40 ddi ddi PROPN iassist-1116 128 41 cloud cloud NOUN iassist-1116 128 42 , , PUNCT iassist-1116 128 43 iassist iassist VERB iassist-1116 128 44 quarterly quarterly ADJ iassist-1116 128 45 48(4 48(4 NUM iassist-1116 128 46 ) ) PUNCT iassist-1116 128 47 , , PUNCT iassist-1116 128 48 pp pp PROPN iassist-1116 128 49 . . PUNCT iassist-1116 129 1 1 1 NUM iassist-1116 129 2 - - SYM iassist-1116 129 3 15 15 NUM iassist-1116 129 4 . . PUNCT iassist-1116 130 1 doi doi NOUN iassist-1116 130 2 : : PUNCT iassist-1116 130 3 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 ADP iassist-1116 130 4 these these DET iassist-1116 130 5 records record NOUN iassist-1116 130 6 contain contain VERB iassist-1116 130 7 it it PRON iassist-1116 130 8 only only ADV iassist-1116 130 9 once once ADV iassist-1116 130 10 , , PUNCT iassist-1116 130 11 while while SCONJ iassist-1116 130 12 the the DET iassist-1116 130 13 remainder remainder NOUN iassist-1116 130 14 include include VERB iassist-1116 130 15 it it PRON iassist-1116 130 16 up up ADP iassist-1116 130 17 to to PART iassist-1116 130 18 8 8 NUM iassist-1116 130 19 times time NOUN iassist-1116 130 20 . . PUNCT iassist-1116 131 1 < < X iassist-1116 131 2 datadscr datadscr X iassist-1116 131 3 > > X iassist-1116 131 4 is be AUX iassist-1116 131 5 only only ADV iassist-1116 131 6 used use VERB iassist-1116 131 7 in in ADP iassist-1116 131 8 0.7 0.7 NUM iassist-1116 131 9 % % NOUN iassist-1116 131 10 of of ADP iassist-1116 131 11 all all DET iassist-1116 131 12 records record NOUN iassist-1116 131 13 . . PUNCT iassist-1116 132 1 finally finally ADV iassist-1116 132 2 , , PUNCT iassist-1116 132 3 47.9 47.9 NUM iassist-1116 132 4 % % NOUN iassist-1116 132 5 of of ADP iassist-1116 132 6 the the DET iassist-1116 132 7 records record NOUN iassist-1116 132 8 use use VERB iassist-1116 132 9 < < X iassist-1116 132 10 othermat othermat PROPN iassist-1116 132 11 > > X iassist-1116 132 12 ( ( PUNCT iassist-1116 132 13 an an DET iassist-1116 132 14 element element NOUN iassist-1116 132 15 which which PRON iassist-1116 132 16 can can AUX iassist-1116 132 17 contain contain VERB iassist-1116 132 18 itself itself PRON iassist-1116 132 19 and and CCONJ iassist-1116 132 20 therefore therefore ADV iassist-1116 132 21 can can AUX iassist-1116 132 22 exist exist VERB iassist-1116 132 23 in in ADP iassist-1116 132 24 multiple multiple ADJ iassist-1116 132 25 locations location NOUN iassist-1116 132 26 ) ) PUNCT iassist-1116 132 27 , , PUNCT iassist-1116 132 28 50 50 NUM iassist-1116 132 29 % % NOUN iassist-1116 132 30 of of ADP iassist-1116 132 31 these these DET iassist-1116 132 32 records record NOUN iassist-1116 132 33 use use VERB iassist-1116 132 34 it it PRON iassist-1116 132 35 once once ADV iassist-1116 132 36 ( ( PUNCT iassist-1116 132 37 median median NOUN iassist-1116 132 38 equals equal VERB iassist-1116 132 39 1 1 NUM iassist-1116 132 40 ) ) PUNCT iassist-1116 132 41 , , PUNCT iassist-1116 132 42 90 90 NUM iassist-1116 132 43 % % NOUN iassist-1116 132 44 use use VERB iassist-1116 132 45 it it PRON iassist-1116 132 46 up up ADV iassist-1116 132 47 to to ADP iassist-1116 132 48 16 16 NUM iassist-1116 132 49 times time NOUN iassist-1116 132 50 ( ( PUNCT iassist-1116 132 51 90th 90th ADJ iassist-1116 132 52 percentile percentile NOUN iassist-1116 132 53 equals equal VERB iassist-1116 132 54 16 16 NUM iassist-1116 132 55 ) ) PUNCT iassist-1116 132 56 , , PUNCT iassist-1116 132 57 the the DET iassist-1116 132 58 highest high ADJ iassist-1116 132 59 usage usage NOUN iassist-1116 132 60 per per ADP iassist-1116 132 61 record record NOUN iassist-1116 132 62 is be AUX iassist-1116 132 63 64,491 64,491 NUM iassist-1116 132 64 ( ( PUNCT iassist-1116 132 65 see see VERB iassist-1116 132 66 table table NOUN iassist-1116 132 67 4 4 NUM iassist-1116 132 68 ) ) PUNCT iassist-1116 132 69 . . PUNCT iassist-1116 133 1 these these DET iassist-1116 133 2 results result NOUN iassist-1116 133 3 and and CCONJ iassist-1116 133 4 information information NOUN iassist-1116 133 5 on on ADP iassist-1116 133 6 the the DET iassist-1116 133 7 usage usage NOUN iassist-1116 133 8 of of ADP iassist-1116 133 9 all all DET iassist-1116 133 10 level level NOUN iassist-1116 133 11 3 3 NUM iassist-1116 133 12 elements element NOUN iassist-1116 133 13 in in ADP iassist-1116 133 14 ddi ddi PROPN iassist-1116 133 15 - - PUNCT iassist-1116 133 16 codebook codebook NOUN iassist-1116 133 17 2.5 2.5 NUM iassist-1116 133 18 can can AUX iassist-1116 133 19 also also ADV iassist-1116 133 20 be be AUX iassist-1116 133 21 found find VERB iassist-1116 133 22 in in ADP iassist-1116 133 23 table table NOUN iassist-1116 133 24 4 4 NUM iassist-1116 133 25 : : PUNCT iassist-1116 133 26 like like ADP iassist-1116 133 27 < < X iassist-1116 133 28 othermat othermat NOUN iassist-1116 133 29 > > X iassist-1116 133 30 also also ADV iassist-1116 133 31 the the DET iassist-1116 133 32 elements element NOUN iassist-1116 133 33 < < X iassist-1116 133 34 citation citation NOUN iassist-1116 133 35 > > X iassist-1116 133 36 and and CCONJ iassist-1116 133 37 < < AUX iassist-1116 133 38 notes note NOUN iassist-1116 133 39 > > X iassist-1116 133 40 can can AUX iassist-1116 133 41 be be AUX iassist-1116 133 42 used use VERB iassist-1116 133 43 on on ADP iassist-1116 133 44 different different ADJ iassist-1116 133 45 locations location NOUN iassist-1116 133 46 within within ADP iassist-1116 133 47 the the DET iassist-1116 133 48 tree tree NOUN iassist-1116 133 49 structure structure NOUN iassist-1116 133 50 of of ADP iassist-1116 133 51 a a DET iassist-1116 133 52 ddi ddi PROPN iassist-1116 133 53 - - PUNCT iassist-1116 133 54 codebook codebook NOUN iassist-1116 133 55 xml xml NOUN iassist-1116 133 56 . . PUNCT iassist-1116 134 1 as as SCONJ iassist-1116 134 2 we we PRON iassist-1116 134 3 did do AUX iassist-1116 134 4 not not PART iassist-1116 134 5 account account VERB iassist-1116 134 6 for for ADP iassist-1116 134 7 the the DET iassist-1116 134 8 location location NOUN iassist-1116 134 9 in in ADP iassist-1116 134 10 our our PRON iassist-1116 134 11 analysis analysis NOUN iassist-1116 134 12 , , PUNCT iassist-1116 134 13 we we PRON iassist-1116 134 14 reported report VERB iassist-1116 134 15 it it PRON iassist-1116 134 16 for for ADP iassist-1116 134 17 the the DET iassist-1116 134 18 first first ADJ iassist-1116 134 19 possible possible ADJ iassist-1116 134 20 occurrence occurrence NOUN iassist-1116 134 21 and and CCONJ iassist-1116 134 22 then then ADV iassist-1116 134 23 referenced reference VERB iassist-1116 134 24 this this DET iassist-1116 134 25 line line NOUN iassist-1116 134 26 . . PUNCT iassist-1116 135 1 within within ADP iassist-1116 135 2 the the DET iassist-1116 135 3 element element NOUN iassist-1116 135 4 < < X iassist-1116 135 5 filedscr filedscr PROPN iassist-1116 135 6 > > X iassist-1116 135 7 , , PUNCT iassist-1116 135 8 information information NOUN iassist-1116 135 9 like like ADP iassist-1116 135 10 file file NOUN iassist-1116 135 11 name name NOUN iassist-1116 135 12 , , PUNCT iassist-1116 135 13 file file NOUN iassist-1116 135 14 type type NOUN iassist-1116 135 15 , , PUNCT iassist-1116 135 16 fingerprint fingerprint NOUN iassist-1116 135 17 , , PUNCT iassist-1116 135 18 dimensions dimension NOUN iassist-1116 135 19 , , PUNCT iassist-1116 135 20 or or CCONJ iassist-1116 135 21 a a DET iassist-1116 135 22 file file NOUN iassist-1116 135 23 description description NOUN iassist-1116 135 24 can can AUX iassist-1116 135 25 be be AUX iassist-1116 135 26 stored store VERB iassist-1116 135 27 . . PUNCT iassist-1116 136 1 only only ADV iassist-1116 136 2 5 5 NUM iassist-1116 136 3 repositories repository NOUN iassist-1116 136 4 provide provide VERB iassist-1116 136 5 information information NOUN iassist-1116 136 6 at at ADP iassist-1116 136 7 this this DET iassist-1116 136 8 level level NOUN iassist-1116 136 9 . . PUNCT iassist-1116 137 1 therefore therefore ADV iassist-1116 137 2 , , PUNCT iassist-1116 137 3 only only ADV iassist-1116 137 4 20.9 20.9 NUM iassist-1116 137 5 % % NOUN iassist-1116 137 6 of of ADP iassist-1116 137 7 the the DET iassist-1116 137 8 analyzed analyze VERB iassist-1116 137 9 records record NOUN iassist-1116 137 10 use use VERB iassist-1116 137 11 this this DET iassist-1116 137 12 element element NOUN iassist-1116 137 13 ( ( PUNCT iassist-1116 137 14 and and CCONJ iassist-1116 137 15 the the DET iassist-1116 137 16 elements element NOUN iassist-1116 137 17 within within ADP iassist-1116 137 18 ) ) PUNCT iassist-1116 137 19 . . PUNCT iassist-1116 138 1 only only ADV iassist-1116 138 2 one one NUM iassist-1116 138 3 repository repository NOUN iassist-1116 138 4 uses use VERB iassist-1116 138 5 this this DET iassist-1116 138 6 element element NOUN iassist-1116 138 7 two two NUM iassist-1116 138 8 or or CCONJ iassist-1116 138 9 more more ADJ iassist-1116 138 10 times time NOUN iassist-1116 138 11 , , PUNCT iassist-1116 138 12 for for ADP iassist-1116 138 13 example example NOUN iassist-1116 138 14 , , PUNCT iassist-1116 138 15 to to PART iassist-1116 138 16 document document VERB iassist-1116 138 17 a a DET iassist-1116 138 18 collection collection NOUN iassist-1116 138 19 of of ADP iassist-1116 138 20 multiple multiple ADJ iassist-1116 138 21 files file NOUN iassist-1116 138 22 . . PUNCT iassist-1116 139 1 within within ADP iassist-1116 139 2 < < X iassist-1116 139 3 datadscr datadscr NOUN iassist-1116 139 4 > > PUNCT iassist-1116 139 5 , , PUNCT iassist-1116 139 6 only only ADV iassist-1116 139 7 the the DET iassist-1116 139 8 element element NOUN iassist-1116 139 9 < < X iassist-1116 139 10 var var X iassist-1116 139 11 > > X iassist-1116 139 12 is be AUX iassist-1116 139 13 used use VERB iassist-1116 139 14 ( ( PUNCT iassist-1116 139 15 if if SCONJ iassist-1116 139 16 one one PRON iassist-1116 139 17 disregards disregard VERB iassist-1116 139 18 < < X iassist-1116 139 19 notes note NOUN iassist-1116 139 20 > > PUNCT iassist-1116 139 21 ) ) PUNCT iassist-1116 139 22 . . PUNCT iassist-1116 140 1 it it PRON iassist-1116 140 2 is be AUX iassist-1116 140 3 used use VERB iassist-1116 140 4 only only ADV iassist-1116 140 5 in in ADP iassist-1116 140 6 0.7 0.7 NUM iassist-1116 140 7 % % NOUN iassist-1116 140 8 of of ADP iassist-1116 140 9 the the DET iassist-1116 140 10 records record NOUN iassist-1116 140 11 . . PUNCT iassist-1116 141 1 if if SCONJ iassist-1116 141 2 used use VERB iassist-1116 141 3 , , PUNCT iassist-1116 141 4 the the DET iassist-1116 141 5 mean mean ADJ iassist-1116 141 6 use use NOUN iassist-1116 141 7 is be AUX iassist-1116 141 8 116.3 116.3 NUM iassist-1116 141 9 times time NOUN iassist-1116 141 10 , , PUNCT iassist-1116 141 11 the the DET iassist-1116 141 12 median median ADJ iassist-1116 141 13 use use NOUN iassist-1116 141 14 is be AUX iassist-1116 141 15 119 119 NUM iassist-1116 141 16 , , PUNCT iassist-1116 141 17 the the DET iassist-1116 141 18 90th 90th ADJ iassist-1116 141 19 percentile percentile NOUN iassist-1116 141 20 of of ADP iassist-1116 141 21 usage usage NOUN iassist-1116 141 22 numbers number NOUN iassist-1116 141 23 is be AUX iassist-1116 141 24 337.3 337.3 NUM iassist-1116 141 25 , , PUNCT iassist-1116 141 26 the the DET iassist-1116 141 27 maximal maximal ADJ iassist-1116 141 28 usage usage NOUN iassist-1116 141 29 is be AUX iassist-1116 141 30 3,188 3,188 NUM iassist-1116 141 31 . . PUNCT iassist-1116 142 1 only only ADV iassist-1116 142 2 one one NUM iassist-1116 142 3 repository repository NOUN iassist-1116 142 4 deploys deploy VERB iassist-1116 142 5 this this DET iassist-1116 142 6 feature feature NOUN iassist-1116 142 7 of of ADP iassist-1116 142 8 ddicodebook ddicodebook NOUN iassist-1116 142 9 and and CCONJ iassist-1116 142 10 delivers deliver VERB iassist-1116 142 11 information information NOUN iassist-1116 142 12 not not PART iassist-1116 142 13 only only ADV iassist-1116 142 14 on on ADP iassist-1116 142 15 dataset dataset NOUN iassist-1116 142 16 but but CCONJ iassist-1116 142 17 on on ADP iassist-1116 142 18 variable variable ADJ iassist-1116 142 19 level level NOUN iassist-1116 142 20 . . PUNCT iassist-1116 143 1 the the DET iassist-1116 143 2 rare rare ADJ iassist-1116 143 3 use use NOUN iassist-1116 143 4 of of ADP iassist-1116 143 5 < < X iassist-1116 143 6 filedscr filedscr X iassist-1116 143 7 > > X iassist-1116 143 8 and and CCONJ iassist-1116 143 9 < < X iassist-1116 143 10 datadscr datadscr NOUN iassist-1116 143 11 > > X iassist-1116 143 12 is be AUX iassist-1116 143 13 surprising surprising ADJ iassist-1116 143 14 : : PUNCT iassist-1116 143 15 information information NOUN iassist-1116 143 16 on on ADP iassist-1116 143 17 files file NOUN iassist-1116 143 18 should should AUX iassist-1116 143 19 be be AUX iassist-1116 143 20 easily easily ADV iassist-1116 143 21 available available ADJ iassist-1116 143 22 for for ADP iassist-1116 143 23 the the DET iassist-1116 143 24 repositories repository NOUN iassist-1116 143 25 and and CCONJ iassist-1116 143 26 it it PRON iassist-1116 143 27 would would AUX iassist-1116 143 28 make make VERB iassist-1116 143 29 sense sense NOUN iassist-1116 143 30 to to PART iassist-1116 143 31 inform inform VERB iassist-1116 143 32 the the DET iassist-1116 143 33 data data NOUN iassist-1116 143 34 users user NOUN iassist-1116 143 35 in in ADP iassist-1116 143 36 advance advance NOUN iassist-1116 143 37 about about ADP iassist-1116 143 38 the the DET iassist-1116 143 39 file file NOUN iassist-1116 143 40 dimensions dimension NOUN iassist-1116 143 41 they they PRON iassist-1116 143 42 can can AUX iassist-1116 143 43 expect expect VERB iassist-1116 143 44 . . PUNCT iassist-1116 144 1 if if SCONJ iassist-1116 144 2 the the DET iassist-1116 144 3 data data NOUN iassist-1116 144 4 files file NOUN iassist-1116 144 5 are be AUX iassist-1116 144 6 available available ADJ iassist-1116 144 7 as as ADP iassist-1116 144 8 stata stata NOUN iassist-1116 144 9 , , PUNCT iassist-1116 144 10 spss spss ADJ iassist-1116 144 11 , , PUNCT iassist-1116 144 12 or or CCONJ iassist-1116 144 13 sas sa VERB iassist-1116 144 14 files file NOUN iassist-1116 144 15 , , PUNCT iassist-1116 144 16 the the DET iassist-1116 144 17 metadata metadata NOUN iassist-1116 144 18 for for ADP iassist-1116 144 19 the the DET iassist-1116 144 20 area area NOUN iassist-1116 144 21 within within ADP iassist-1116 144 22 < < X iassist-1116 144 23 datadscr datadscr NOUN iassist-1116 144 24 > > X iassist-1116 144 25 would would AUX iassist-1116 144 26 be be AUX iassist-1116 144 27 very very ADV iassist-1116 144 28 inexpensive inexpensive ADJ iassist-1116 144 29 to to PART iassist-1116 144 30 extract extract VERB iassist-1116 144 31 , , PUNCT iassist-1116 144 32 because because SCONJ iassist-1116 144 33 most most ADJ iassist-1116 144 34 of of ADP iassist-1116 144 35 the the DET iassist-1116 144 36 work work NOUN iassist-1116 144 37 has have AUX iassist-1116 144 38 been be AUX iassist-1116 144 39 done do VERB iassist-1116 144 40 during during ADP iassist-1116 144 41 the the DET iassist-1116 144 42 data data NOUN iassist-1116 144 43 curation curation NOUN iassist-1116 144 44 process process NOUN iassist-1116 144 45 . . PUNCT iassist-1116 145 1 a a DET iassist-1116 145 2 complete complete ADJ iassist-1116 145 3 list list NOUN iassist-1116 145 4 of of ADP iassist-1116 145 5 all all DET iassist-1116 145 6 found find VERB iassist-1116 145 7 elements element NOUN iassist-1116 145 8 and and CCONJ iassist-1116 145 9 their their PRON iassist-1116 145 10 usage usage NOUN iassist-1116 145 11 statistics statistic NOUN iassist-1116 145 12 can can AUX iassist-1116 145 13 be be AUX iassist-1116 145 14 found find VERB iassist-1116 145 15 in in ADP iassist-1116 145 16 the the DET iassist-1116 145 17 appendix appendix NOUN iassist-1116 145 18 : : PUNCT iassist-1116 145 19 table table NOUN iassist-1116 145 20 5 5 NUM iassist-1116 145 21 and and CCONJ iassist-1116 145 22 the the DET iassist-1116 145 23 complete complete ADJ iassist-1116 145 24 dataset dataset NOUN iassist-1116 145 25 is be AUX iassist-1116 145 26 also also ADV iassist-1116 145 27 available available ADJ iassist-1116 145 28 online online ADV iassist-1116 145 29 ( ( PUNCT iassist-1116 145 30 wenzig wenzig NOUN iassist-1116 145 31 and and CCONJ iassist-1116 145 32 han han PROPN iassist-1116 145 33 , , PUNCT iassist-1116 145 34 2024 2024 NUM iassist-1116 145 35 ) ) PUNCT iassist-1116 145 36 . . PUNCT iassist-1116 146 1 the the DET iassist-1116 146 2 dataset dataset NOUN iassist-1116 146 3 includes include VERB iassist-1116 146 4 one one NUM iassist-1116 146 5 repository repository NOUN iassist-1116 146 6 that that PRON iassist-1116 146 7 used use VERB iassist-1116 146 8 the the DET iassist-1116 146 9 element element NOUN iassist-1116 146 10 < < X iassist-1116 146 11 conops conop NOUN iassist-1116 146 12 > > X iassist-1116 146 13 , , PUNCT iassist-1116 146 14 which which PRON iassist-1116 146 15 is be AUX iassist-1116 146 16 not not PART iassist-1116 146 17 part part NOUN iassist-1116 146 18 of of ADP iassist-1116 146 19 ddi ddi PROPN iassist-1116 146 20 - - PUNCT iassist-1116 146 21 codebook codebook NOUN iassist-1116 146 22 . . PUNCT iassist-1116 147 1 the the DET iassist-1116 147 2 same same ADJ iassist-1116 147 3 dataverse dataverse NOUN iassist-1116 147 4 driven drive VERB iassist-1116 147 5 repository repository NOUN iassist-1116 147 6 also also ADV iassist-1116 147 7 used use VERB iassist-1116 147 8 in in ADP iassist-1116 147 9 one one NUM iassist-1116 147 10 record record NOUN iassist-1116 147 11 < < X iassist-1116 147 12 conops conop NOUN iassist-1116 147 13 > > X iassist-1116 147 14 , , PUNCT iassist-1116 147 15 which which PRON iassist-1116 147 16 is be AUX iassist-1116 147 17 part part NOUN iassist-1116 147 18 of of ADP iassist-1116 147 19 the the DET iassist-1116 147 20 standard standard NOUN iassist-1116 147 21 . . PUNCT iassist-1116 148 1 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 PROPN iassist-1116 148 2 9/15 9/15 NUM iassist-1116 148 3 wenzig wenzig NOUN iassist-1116 148 4 , , PUNCT iassist-1116 148 5 knut knut PROPN iassist-1116 148 6 & & CCONJ iassist-1116 148 7 han han PROPN iassist-1116 148 8 , , PUNCT iassist-1116 148 9 xiaoyao xiaoyao PROPN iassist-1116 148 10 ( ( PUNCT iassist-1116 148 11 2024 2024 NUM iassist-1116 148 12 ) ) PUNCT iassist-1116 148 13 state state NOUN iassist-1116 148 14 of of ADP iassist-1116 148 15 the the DET iassist-1116 148 16 ddi ddi PROPN iassist-1116 148 17 cloud cloud NOUN iassist-1116 148 18 , , PUNCT iassist-1116 148 19 iassist iassist VERB iassist-1116 148 20 quarterly quarterly ADJ iassist-1116 148 21 48(4 48(4 NUM iassist-1116 148 22 ) ) PUNCT iassist-1116 148 23 , , PUNCT iassist-1116 148 24 pp pp PROPN iassist-1116 148 25 . . PUNCT iassist-1116 149 1 1 1 NUM iassist-1116 149 2 - - SYM iassist-1116 149 3 15 15 NUM iassist-1116 149 4 . . PUNCT iassist-1116 150 1 doi doi NOUN iassist-1116 150 2 : : PUNCT iassist-1116 150 3 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 ADP iassist-1116 150 4 recommendations recommendation NOUN iassist-1116 150 5 1 1 NUM iassist-1116 150 6 . . PUNCT iassist-1116 151 1 repositories repository NOUN iassist-1116 151 2 : : PUNCT iassist-1116 151 3 the the DET iassist-1116 151 4 repositories repository NOUN iassist-1116 151 5 should should AUX iassist-1116 151 6 enrich enrich VERB iassist-1116 151 7 the the DET iassist-1116 151 8 published publish VERB iassist-1116 151 9 metadata metadata NOUN iassist-1116 151 10 with with ADP iassist-1116 151 11 information information NOUN iassist-1116 151 12 from from ADP iassist-1116 151 13 the the DET iassist-1116 151 14 datasets dataset NOUN iassist-1116 151 15 by by ADP iassist-1116 151 16 supplementing supplement VERB iassist-1116 151 17 the the DET iassist-1116 151 18 metadata metadata NOUN iassist-1116 151 19 with with ADP iassist-1116 151 20 information information NOUN iassist-1116 151 21 that that PRON iassist-1116 151 22 is be AUX iassist-1116 151 23 typically typically ADV iassist-1116 151 24 already already ADV iassist-1116 151 25 encoded encode VERB iassist-1116 151 26 in in ADP iassist-1116 151 27 stata stata PROPN iassist-1116 151 28 , , PUNCT iassist-1116 151 29 spss spss PROPN iassist-1116 151 30 , , PUNCT iassist-1116 151 31 or or CCONJ iassist-1116 151 32 sas sa VERB iassist-1116 151 33 files file NOUN iassist-1116 151 34 , , PUNCT iassist-1116 151 35 e.g. e.g. ADV iassist-1116 151 36 , , PUNCT iassist-1116 151 37 variable variable ADJ iassist-1116 151 38 labels label NOUN iassist-1116 151 39 and and CCONJ iassist-1116 151 40 value value NOUN iassist-1116 151 41 labels label NOUN iassist-1116 151 42 . . PUNCT iassist-1116 152 1 figure figure NOUN iassist-1116 152 2 2 2 NUM iassist-1116 152 3 shows show VERB iassist-1116 152 4 a a DET iassist-1116 152 5 possible possible ADJ iassist-1116 152 6 re re NOUN iassist-1116 152 7 - - NOUN iassist-1116 152 8 use use NOUN iassist-1116 152 9 of of ADP iassist-1116 152 10 that that DET iassist-1116 152 11 information information NOUN iassist-1116 152 12 in in ADP iassist-1116 152 13 a a DET iassist-1116 152 14 ddi ddi ADJ iassist-1116 152 15 - - PUNCT iassist-1116 152 16 codebook codebook NOUN iassist-1116 152 17 file file NOUN iassist-1116 152 18 . . PUNCT iassist-1116 153 1 2 2 X iassist-1116 153 2 . . X iassist-1116 153 3 dataverse dataverse PROPN iassist-1116 153 4 developers developer NOUN iassist-1116 153 5 : : PUNCT iassist-1116 153 6 none none NOUN iassist-1116 153 7 of of ADP iassist-1116 153 8 the the DET iassist-1116 153 9 records record NOUN iassist-1116 153 10 containing contain VERB iassist-1116 153 11 the the DET iassist-1116 153 12 element element NOUN iassist-1116 153 13 < < X iassist-1116 153 14 filedscr filedscr PROPN iassist-1116 153 15 > > X iassist-1116 153 16 have have AUX iassist-1116 153 17 been be AUX iassist-1116 153 18 published publish VERB iassist-1116 153 19 by by ADP iassist-1116 153 20 a a DET iassist-1116 153 21 repository repository NOUN iassist-1116 153 22 that that PRON iassist-1116 153 23 reports report VERB iassist-1116 153 24 using use VERB iassist-1116 153 25 dataverse dataverse ADJ iassist-1116 153 26 software software NOUN iassist-1116 153 27 . . PUNCT iassist-1116 154 1 we we PRON iassist-1116 154 2 recommend recommend VERB iassist-1116 154 3 that that DET iassist-1116 154 4 dataverse dataverse NOUN iassist-1116 154 5 should should AUX iassist-1116 154 6 expose expose VERB iassist-1116 154 7 this this DET iassist-1116 154 8 preexisting preexist VERB iassist-1116 154 9 information information NOUN iassist-1116 154 10 about about ADP iassist-1116 154 11 files file NOUN iassist-1116 154 12 via via ADP iassist-1116 154 13 oai oai NOUN iassist-1116 154 14 - - PUNCT iassist-1116 154 15 pmh pmh NOUN iassist-1116 154 16 . . PUNCT iassist-1116 155 1 3 3 X iassist-1116 155 2 . . X iassist-1116 155 3 re3data.org re3data.org NOUN iassist-1116 155 4 : : PUNCT iassist-1116 155 5 when when SCONJ iassist-1116 155 6 we we PRON iassist-1116 155 7 tried try VERB iassist-1116 155 8 to to PART iassist-1116 155 9 access access VERB iassist-1116 155 10 the the DET iassist-1116 155 11 different different ADJ iassist-1116 155 12 apis apis NOUN iassist-1116 155 13 using use VERB iassist-1116 155 14 the the DET iassist-1116 155 15 given give VERB iassist-1116 155 16 link link NOUN iassist-1116 155 17 found find VERB iassist-1116 155 18 on on ADP iassist-1116 155 19 re3data.org re3data.org ADJ iassist-1116 155 20 , , PUNCT iassist-1116 155 21 we we PRON iassist-1116 155 22 had have VERB iassist-1116 155 23 to to PART iassist-1116 155 24 learn learn VERB iassist-1116 155 25 that that SCONJ iassist-1116 155 26 the the DET iassist-1116 155 27 quality quality NOUN iassist-1116 155 28 of of ADP iassist-1116 155 29 data datum NOUN iassist-1116 155 30 is be AUX iassist-1116 155 31 often often ADV iassist-1116 155 32 poor poor ADJ iassist-1116 155 33 . . PUNCT iassist-1116 156 1 instead instead ADV iassist-1116 156 2 of of ADP iassist-1116 156 3 an an DET iassist-1116 156 4 endpoint endpoint NOUN iassist-1116 156 5 or or CCONJ iassist-1116 156 6 a a DET iassist-1116 156 7 website website NOUN iassist-1116 156 8 with with ADP iassist-1116 156 9 detailed detailed ADJ iassist-1116 156 10 information information NOUN iassist-1116 156 11 about about ADP iassist-1116 156 12 the the DET iassist-1116 156 13 repository repository NOUN iassist-1116 156 14 ’s ’s PART iassist-1116 156 15 api api NOUN iassist-1116 156 16 , , PUNCT iassist-1116 156 17 there there PRON iassist-1116 156 18 is be VERB iassist-1116 156 19 too too ADV iassist-1116 156 20 often often ADV iassist-1116 156 21 only only ADV iassist-1116 156 22 a a DET iassist-1116 156 23 link link NOUN iassist-1116 156 24 of of ADP iassist-1116 156 25 the the DET iassist-1116 156 26 generic generic ADJ iassist-1116 156 27 documentation documentation NOUN iassist-1116 156 28 of of ADP iassist-1116 156 29 the the DET iassist-1116 156 30 software software NOUN iassist-1116 156 31 ’s ’s PART iassist-1116 156 32 apis apis PROPN iassist-1116 156 33 and and CCONJ iassist-1116 156 34 no no DET iassist-1116 156 35 server server NOUN iassist-1116 156 36 specific specific ADJ iassist-1116 156 37 information information NOUN iassist-1116 156 38 . . PUNCT iassist-1116 157 1 re3data.org re3data.org ADJ iassist-1116 157 2 should should AUX iassist-1116 157 3 consider consider VERB iassist-1116 157 4 ensuring ensure VERB iassist-1116 157 5 that that SCONJ iassist-1116 157 6 only only ADJ iassist-1116 157 7 table table NOUN iassist-1116 157 8 4 4 NUM iassist-1116 157 9 : : PUNCT iassist-1116 157 10 usage usage NOUN iassist-1116 157 11 statistics statistic NOUN iassist-1116 157 12 ( ( PUNCT iassist-1116 157 13 usage usage NOUN iassist-1116 157 14 in in ADP iassist-1116 157 15 records record NOUN iassist-1116 157 16 , , PUNCT iassist-1116 157 17 mean mean ADJ iassist-1116 157 18 / / SYM iassist-1116 157 19 median/90th median/90th ADJ iassist-1116 157 20 percentile percentile NOUN iassist-1116 157 21 / / SYM iassist-1116 157 22 max max PROPN iassist-1116 157 23 of of ADP iassist-1116 157 24 use use NOUN iassist-1116 157 25 per per ADP iassist-1116 157 26 record record NOUN iassist-1116 157 27 , , PUNCT iassist-1116 157 28 number number NOUN iassist-1116 157 29 of of ADP iassist-1116 157 30 repositories repository NOUN iassist-1116 157 31 with with ADP iassist-1116 157 32 element element NOUN iassist-1116 157 33 found find VERB iassist-1116 157 34 ) ) PUNCT iassist-1116 157 35 for for ADP iassist-1116 157 36 all all DET iassist-1116 157 37 elements element NOUN iassist-1116 157 38 in in ADP iassist-1116 157 39 ddi ddi PROPN iassist-1116 157 40 - - NOUN iassist-1116 157 41 codebook codebook NOUN iassist-1116 157 42 up up ADP iassist-1116 157 43 to to PART iassist-1116 157 44 level level VERB iassist-1116 157 45 3 3 NUM iassist-1116 157 46 element element NOUN iassist-1116 157 47 line line NOUN iassist-1116 157 48 level level NOUN iassist-1116 157 49 1 1 NUM iassist-1116 157 50 level level NOUN iassist-1116 157 51 2 2 NUM iassist-1116 157 52 level level NOUN iassist-1116 157 53 3 3 NUM iassist-1116 157 54 usage usage NOUN iassist-1116 157 55 in in ADP iassist-1116 157 56 records record NOUN iassist-1116 157 57 mean mean VERB iassist-1116 157 58 median median PROPN iassist-1116 157 59 90th 90th PROPN iassist-1116 157 60 percentile percentile PROPN iassist-1116 157 61 max max PROPN iassist-1116 157 62 used use VERB iassist-1116 157 63 in in ADP iassist-1116 157 64 repos repos NOUN iassist-1116 157 65 0 0 NUM iassist-1116 157 66 codebook codebook NOUN iassist-1116 157 67 100.0 100.0 NUM iassist-1116 157 68 % % NOUN iassist-1116 157 69 1.0 1.0 NUM iassist-1116 157 70 1 1 NUM iassist-1116 157 71 1.0 1.0 NUM iassist-1116 157 72 1 1 NUM iassist-1116 157 73 29 29 NUM iassist-1116 157 74 1 1 NUM iassist-1116 157 75 docdscr docdscr NOUN iassist-1116 157 76 99.7 99.7 NUM iassist-1116 157 77 % % NOUN iassist-1116 157 78 1.0 1.0 NUM iassist-1116 157 79 1 1 NUM iassist-1116 157 80 1.0 1.0 NUM iassist-1116 157 81 2 2 NUM iassist-1116 157 82 28 28 NUM iassist-1116 157 83 1.1 1.1 NUM iassist-1116 157 84 citation citation NOUN iassist-1116 157 85 100.0 100.0 NUM iassist-1116 157 86 % % NOUN iassist-1116 157 87 3.1 3.1 NUM iassist-1116 157 88 2 2 NUM iassist-1116 157 89 3.0 3.0 NUM iassist-1116 157 90 421 421 NUM iassist-1116 157 91 29 29 NUM iassist-1116 157 92 1.2 1.2 NUM iassist-1116 157 93 guide guide NOUN iassist-1116 157 94 0.0 0.0 NUM iassist-1116 157 95 % % NOUN iassist-1116 157 96 1.3 1.3 NUM iassist-1116 157 97 docstatus docstatus NOUN iassist-1116 157 98 0.0 0.0 NUM iassist-1116 157 99 % % NOUN iassist-1116 157 100 1.4 1.4 NUM iassist-1116 157 101 docsrc docsrc NOUN iassist-1116 157 102 0.0 0.0 NUM iassist-1116 157 103 % % NOUN iassist-1116 157 104 1.5 1.5 NUM iassist-1116 157 105 controlledvocabused controlledvocabuse VERB iassist-1116 157 106 0.0 0.0 NUM iassist-1116 157 107 % % NOUN iassist-1116 157 108 1.6 1.6 NUM iassist-1116 157 109 notes note NOUN iassist-1116 157 110 78.4 78.4 NUM iassist-1116 157 111 % % NOUN iassist-1116 157 112 14.4 14.4 NUM iassist-1116 157 113 2 2 NUM iassist-1116 157 114 9.0 9.0 NUM iassist-1116 157 115 64,491 64,491 NUM iassist-1116 157 116 24 24 NUM iassist-1116 157 117 2 2 NUM iassist-1116 157 118 stdydscr stdydscr NOUN iassist-1116 157 119 100.0 100.0 NUM iassist-1116 157 120 % % NOUN iassist-1116 157 121 1.0 1.0 NUM iassist-1116 157 122 1 1 NUM iassist-1116 157 123 1.0 1.0 NUM iassist-1116 157 124 1 1 NUM iassist-1116 157 125 29 29 NUM iassist-1116 157 126 2.1 2.1 NUM iassist-1116 157 127 citation citation NOUN iassist-1116 157 128 see see VERB iassist-1116 157 129 line line NOUN iassist-1116 157 130 1.1 1.1 NUM iassist-1116 157 131 2.2 2.2 NUM iassist-1116 157 132 studyauthorization studyauthorization NOUN iassist-1116 157 133 0.0 0.0 NUM iassist-1116 157 134 % % NOUN iassist-1116 157 135 2.3 2.3 NUM iassist-1116 157 136 stdyinfo stdyinfo NOUN iassist-1116 157 137 100.0 100.0 NUM iassist-1116 157 138 % % NOUN iassist-1116 157 139 1.0 1.0 NUM iassist-1116 157 140 1 1 NUM iassist-1116 157 141 1.0 1.0 NUM iassist-1116 157 142 2 2 NUM iassist-1116 157 143 29 29 NUM iassist-1116 157 144 2.4 2.4 NUM iassist-1116 157 145 studydevelopment studydevelopment NOUN iassist-1116 157 146 0.0 0.0 NUM iassist-1116 157 147 % % NOUN iassist-1116 157 148 2.5 2.5 NUM iassist-1116 157 149 method method NOUN iassist-1116 157 150 95.8 95.8 NUM iassist-1116 157 151 % % NOUN iassist-1116 157 152 1.0 1.0 NUM iassist-1116 157 153 1 1 NUM iassist-1116 157 154 1.0 1.0 NUM iassist-1116 157 155 2 2 NUM iassist-1116 157 156 27 27 NUM iassist-1116 157 157 2.6 2.6 NUM iassist-1116 157 158 dataaccs dataaccs NOUN iassist-1116 157 159 99.9 99.9 NUM iassist-1116 157 160 % % NOUN iassist-1116 157 161 1.0 1.0 NUM iassist-1116 157 162 1 1 NUM iassist-1116 157 163 1.0 1.0 NUM iassist-1116 157 164 2 2 NUM iassist-1116 157 165 29 29 NUM iassist-1116 157 166 2.7 2.7 NUM iassist-1116 157 167 othrstdymat othrstdymat ADJ iassist-1116 157 168 91.7 91.7 NUM iassist-1116 157 169 % % NOUN iassist-1116 157 170 1.0 1.0 NUM iassist-1116 157 171 1 1 NUM iassist-1116 157 172 1.0 1.0 NUM iassist-1116 157 173 2 2 NUM iassist-1116 157 174 26 26 NUM iassist-1116 157 175 2.8 2.8 NUM iassist-1116 157 176 notes note NOUN iassist-1116 157 177 see see VERB iassist-1116 157 178 line line NOUN iassist-1116 157 179 1.6 1.6 NUM iassist-1116 157 180 3 3 NUM iassist-1116 157 181 filedscr filedscr NOUN iassist-1116 157 182 20.9 20.9 NUM iassist-1116 157 183 % % NOUN iassist-1116 157 184 1.0 1.0 NUM iassist-1116 157 185 1 1 NUM iassist-1116 157 186 1.0 1.0 NUM iassist-1116 157 187 8 8 NUM iassist-1116 157 188 5 5 NUM iassist-1116 157 189 3.1 3.1 NUM iassist-1116 157 190 filetxt filetxt ADJ iassist-1116 157 191 11.6 11.6 NUM iassist-1116 157 192 % % NOUN iassist-1116 157 193 1.2 1.2 NUM iassist-1116 157 194 1 1 NUM iassist-1116 157 195 2.0 2.0 NUM iassist-1116 157 196 192 192 NUM iassist-1116 157 197 5 5 NUM iassist-1116 157 198 3.2 3.2 NUM iassist-1116 157 199 locmap locmap NOUN iassist-1116 157 200 0.0 0.0 NUM iassist-1116 157 201 % % NOUN iassist-1116 157 202 3.3 3.3 NUM iassist-1116 157 203 notes note NOUN iassist-1116 157 204 see see VERB iassist-1116 157 205 line line NOUN iassist-1116 157 206 1.6 1.6 NUM iassist-1116 157 207 4 4 NUM iassist-1116 157 208 datadscr datadscr NOUN iassist-1116 157 209 0.7 0.7 NUM iassist-1116 157 210 % % NOUN iassist-1116 157 211 1.0 1.0 NUM iassist-1116 157 212 1 1 NUM iassist-1116 157 213 1.0 1.0 NUM iassist-1116 157 214 1 1 NUM iassist-1116 157 215 1 1 NUM iassist-1116 157 216 4.1 4.1 NUM iassist-1116 157 217 vargrp vargrp NOUN iassist-1116 157 218 0.0 0.0 NUM iassist-1116 157 219 % % NOUN iassist-1116 157 220 4.2 4.2 NUM iassist-1116 157 221 ncubegrp ncubegrp NOUN iassist-1116 157 222 0.0 0.0 NUM iassist-1116 157 223 % % NOUN iassist-1116 157 224 4.3 4.3 NUM iassist-1116 157 225 var var NOUN iassist-1116 157 226 0.7 0.7 NUM iassist-1116 157 227 % % NOUN iassist-1116 157 228 163.3 163.3 NUM iassist-1116 157 229 119 119 NUM iassist-1116 157 230 337.3 337.3 NUM iassist-1116 157 231 3,188 3,188 NUM iassist-1116 157 232 1 1 NUM iassist-1116 157 233 4.4 4.4 NUM iassist-1116 157 234 ncube ncube NOUN iassist-1116 157 235 0.0 0.0 NUM iassist-1116 157 236 % % NOUN iassist-1116 157 237 4.5 4.5 NUM iassist-1116 157 238 notes note NOUN iassist-1116 157 239 see see VERB iassist-1116 157 240 line line NOUN iassist-1116 157 241 1.6 1.6 NUM iassist-1116 157 242 5 5 NUM iassist-1116 157 243 othermat othermat NOUN iassist-1116 157 244 47.9 47.9 NUM iassist-1116 157 245 % % NOUN iassist-1116 157 246 22.1 22.1 NUM iassist-1116 157 247 1 1 NUM iassist-1116 157 248 16.0 16.0 NUM iassist-1116 157 249 64,491 64,491 NUM iassist-1116 157 250 22 22 NUM iassist-1116 157 251 5.1 5.1 NUM iassist-1116 157 252 labl labl NOUN iassist-1116 157 253 48.6 48.6 NUM iassist-1116 157 254 % % NOUN iassist-1116 157 255 39.6 39.6 NUM iassist-1116 157 256 1 1 NUM iassist-1116 157 257 20.0 20.0 NUM iassist-1116 157 258 64,491 64,491 NUM iassist-1116 157 259 23 23 NUM iassist-1116 157 260 5.2 5.2 NUM iassist-1116 157 261 txt txt NOUN iassist-1116 157 262 47.4 47.4 NUM iassist-1116 157 263 % % NOUN iassist-1116 157 264 22.2 22.2 NUM iassist-1116 157 265 1 1 NUM iassist-1116 157 266 16.0 16.0 NUM iassist-1116 157 267 64,491 64,491 NUM iassist-1116 157 268 22 22 NUM iassist-1116 157 269 5.3 5.3 NUM iassist-1116 157 270 notes note NOUN iassist-1116 157 271 see see VERB iassist-1116 157 272 line line NOUN iassist-1116 157 273 1.6 1.6 NUM iassist-1116 157 274 5.4 5.4 NUM iassist-1116 157 275 table table NOUN iassist-1116 157 276 0.0 0.0 NUM iassist-1116 157 277 % % NOUN iassist-1116 157 278 5.5 5.5 NUM iassist-1116 157 279 citation citation NOUN iassist-1116 157 280 see see VERB iassist-1116 157 281 line line NOUN iassist-1116 158 1 1.1 1.1 NUM iassist-1116 158 2 5.6 5.6 NUM iassist-1116 158 3 othermat othermat NOUN iassist-1116 158 4 see see VERB iassist-1116 158 5 line line NOUN iassist-1116 158 6 5 5 NUM iassist-1116 158 7 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 SYM iassist-1116 158 8 10/15 10/15 NUM iassist-1116 158 9 wenzig wenzig NOUN iassist-1116 158 10 , , PUNCT iassist-1116 158 11 knut knut PROPN iassist-1116 158 12 & & CCONJ iassist-1116 158 13 han han PROPN iassist-1116 158 14 , , PUNCT iassist-1116 158 15 xiaoyao xiaoyao PROPN iassist-1116 158 16 ( ( PUNCT iassist-1116 158 17 2024 2024 NUM iassist-1116 158 18 ) ) PUNCT iassist-1116 158 19 state state NOUN iassist-1116 158 20 of of ADP iassist-1116 158 21 the the DET iassist-1116 158 22 ddi ddi PROPN iassist-1116 158 23 cloud cloud NOUN iassist-1116 158 24 , , PUNCT iassist-1116 158 25 iassist iassist VERB iassist-1116 158 26 quarterly quarterly ADJ iassist-1116 158 27 48(4 48(4 NUM iassist-1116 158 28 ) ) PUNCT iassist-1116 158 29 , , PUNCT iassist-1116 158 30 pp pp PROPN iassist-1116 158 31 . . PUNCT iassist-1116 159 1 1 1 NUM iassist-1116 159 2 - - SYM iassist-1116 159 3 15 15 NUM iassist-1116 159 4 . . PUNCT iassist-1116 160 1 doi doi NOUN iassist-1116 160 2 : : PUNCT iassist-1116 160 3 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 ADP iassist-1116 160 4 endpoints endpoint NOUN iassist-1116 160 5 of of ADP iassist-1116 160 6 registered register VERB iassist-1116 160 7 oai oai NOUN iassist-1116 160 8 - - PUNCT iassist-1116 160 9 pmh pmh NOUN iassist-1116 160 10 providers provider NOUN iassist-1116 160 11 ( ( PUNCT iassist-1116 160 12 https://www.openarchives.org/register/browsesites https://www.openarchives.org/register/browsesites PROPN iassist-1116 160 13 ) ) PUNCT iassist-1116 160 14 would would AUX iassist-1116 160 15 be be AUX iassist-1116 160 16 specified specify VERB iassist-1116 160 17 . . PUNCT iassist-1116 161 1 4 4 X iassist-1116 161 2 . . X iassist-1116 161 3 ddi ddi PROPN iassist-1116 161 4 alliance alliance PROPN iassist-1116 161 5 : : PUNCT iassist-1116 161 6 obviously obviously ADV iassist-1116 161 7 , , PUNCT iassist-1116 161 8 there there PRON iassist-1116 161 9 are be VERB iassist-1116 161 10 use use NOUN iassist-1116 161 11 - - PUNCT iassist-1116 161 12 cases case NOUN iassist-1116 161 13 for for ADP iassist-1116 161 14 multiple multiple ADJ iassist-1116 161 15 metadata metadata ADJ iassist-1116 161 16 prefixes prefix NOUN iassist-1116 161 17 related relate VERB iassist-1116 161 18 to to ADP iassist-1116 161 19 a a DET iassist-1116 161 20 single single ADJ iassist-1116 161 21 standard standard NOUN iassist-1116 161 22 when when SCONJ iassist-1116 161 23 providing provide VERB iassist-1116 161 24 access access NOUN iassist-1116 161 25 to to ADP iassist-1116 161 26 the the DET iassist-1116 161 27 metadata metadata NOUN iassist-1116 161 28 of of ADP iassist-1116 161 29 the the DET iassist-1116 161 30 repository repository NOUN iassist-1116 161 31 . . PUNCT iassist-1116 162 1 the the DET iassist-1116 162 2 specification specification NOUN iassist-1116 162 3 of of ADP iassist-1116 162 4 the the DET iassist-1116 162 5 oai oai NOUN iassist-1116 162 6 - - PUNCT iassist-1116 162 7 pmh pmh NOUN iassist-1116 162 8 protocol protocol NOUN iassist-1116 162 9 does do AUX iassist-1116 162 10 not not PART iassist-1116 162 11 allow allow VERB iassist-1116 162 12 to to PART iassist-1116 162 13 qualify qualify VERB iassist-1116 162 14 the the DET iassist-1116 162 15 multiple multiple ADJ iassist-1116 162 16 usage usage NOUN iassist-1116 162 17 of of ADP iassist-1116 162 18 a a DET iassist-1116 162 19 single single ADJ iassist-1116 162 20 standard standard NOUN iassist-1116 162 21 , , PUNCT iassist-1116 162 22 apart apart ADV iassist-1116 162 23 from from ADP iassist-1116 162 24 encoding encode VERB iassist-1116 162 25 the the DET iassist-1116 162 26 use use NOUN iassist-1116 162 27 - - PUNCT iassist-1116 162 28 cases case NOUN iassist-1116 162 29 in in ADP iassist-1116 162 30 the the DET iassist-1116 162 31 name name NOUN iassist-1116 162 32 of of ADP iassist-1116 162 33 the the DET iassist-1116 162 34 metadata metadata NOUN iassist-1116 162 35 prefix prefix NOUN iassist-1116 162 36 . . PUNCT iassist-1116 163 1 the the DET iassist-1116 163 2 specification specification NOUN iassist-1116 163 3 document document NOUN iassist-1116 163 4 also also ADV iassist-1116 163 5 states state VERB iassist-1116 163 6 : : PUNCT iassist-1116 163 7 “ " PUNCT iassist-1116 163 8 communities community NOUN iassist-1116 163 9 should should AUX iassist-1116 163 10 adopt adopt VERB iassist-1116 163 11 guidelines guideline NOUN iassist-1116 163 12 for for ADP iassist-1116 163 13 sharing share VERB iassist-1116 163 14 metadataprefixes metadataprefixe NOUN iassist-1116 163 15 , , PUNCT iassist-1116 163 16 metadata metadata VERB iassist-1116 163 17 schema schema NOUN iassist-1116 163 18 and and CCONJ iassist-1116 163 19 xml xml NOUN iassist-1116 163 20 namespace namespace NOUN iassist-1116 163 21 uris uris PROPN iassist-1116 163 22 of of ADP iassist-1116 163 23 metadata metadata PROPN iassist-1116 163 24 formats format NOUN iassist-1116 163 25 . . PUNCT iassist-1116 163 26 ” " PUNCT iassist-1116 164 1 ( ( PUNCT iassist-1116 164 2 open open ADJ iassist-1116 164 3 archives archive NOUN iassist-1116 164 4 initiative initiative NOUN iassist-1116 164 5 2015 2015 NUM iassist-1116 164 6 , , PUNCT iassist-1116 164 7 section section NOUN iassist-1116 164 8 3.4 3.4 NUM iassist-1116 164 9 ) ) PUNCT iassist-1116 164 10 the the DET iassist-1116 164 11 ddi ddi PROPN iassist-1116 164 12 community community NOUN iassist-1116 164 13 should should AUX iassist-1116 164 14 consider consider VERB iassist-1116 164 15 providing provide VERB iassist-1116 164 16 guidance guidance NOUN iassist-1116 164 17 on on ADP iassist-1116 164 18 which which PRON iassist-1116 164 19 metadata metadata VERB iassist-1116 164 20 prefixes prefix NOUN iassist-1116 164 21 should should AUX iassist-1116 164 22 be be AUX iassist-1116 164 23 used use VERB iassist-1116 164 24 and and CCONJ iassist-1116 164 25 what what PRON iassist-1116 164 26 should should AUX iassist-1116 164 27 be be AUX iassist-1116 164 28 done do VERB iassist-1116 164 29 , , PUNCT iassist-1116 164 30 if if SCONJ iassist-1116 164 31 one one NUM iassist-1116 164 32 standard standard NOUN iassist-1116 164 33 is be AUX iassist-1116 164 34 used use VERB iassist-1116 164 35 by by ADP iassist-1116 164 36 more more ADJ iassist-1116 164 37 than than ADP iassist-1116 164 38 one one NUM iassist-1116 164 39 prefix prefix NOUN iassist-1116 164 40 . . PUNCT iassist-1116 165 1 we we PRON iassist-1116 165 2 recommend recommend VERB iassist-1116 165 3 that that SCONJ iassist-1116 165 4 the the DET iassist-1116 165 5 ddi ddi PROPN iassist-1116 165 6 alliance alliance NOUN iassist-1116 165 7 starts start VERB iassist-1116 165 8 a a DET iassist-1116 165 9 discussion discussion NOUN iassist-1116 165 10 about about ADP iassist-1116 165 11 the the DET iassist-1116 165 12 use use NOUN iassist-1116 165 13 and and CCONJ iassist-1116 165 14 structure structure NOUN iassist-1116 165 15 of of ADP iassist-1116 165 16 metadata metadata ADJ iassist-1116 165 17 prefixes prefix NOUN iassist-1116 165 18 . . PUNCT iassist-1116 166 1 5 5 X iassist-1116 166 2 . . X iassist-1116 166 3 repositories repository NOUN iassist-1116 166 4 : : PUNCT iassist-1116 166 5 while while SCONJ iassist-1116 166 6 trying try VERB iassist-1116 166 7 to to PART iassist-1116 166 8 access access VERB iassist-1116 166 9 the the DET iassist-1116 166 10 oai oai NOUN iassist-1116 166 11 - - PUNCT iassist-1116 166 12 pmh pmh NOUN iassist-1116 166 13 server server NOUN iassist-1116 166 14 , , PUNCT iassist-1116 166 15 we we PRON iassist-1116 166 16 encountered encounter VERB iassist-1116 166 17 several several ADJ iassist-1116 166 18 issues issue NOUN iassist-1116 166 19 with with ADP iassist-1116 166 20 data datum NOUN iassist-1116 166 21 providers provider NOUN iassist-1116 166 22 . . PUNCT iassist-1116 167 1 first first ADV iassist-1116 167 2 , , PUNCT iassist-1116 167 3 repositories repository NOUN iassist-1116 167 4 should should AUX iassist-1116 167 5 try try VERB iassist-1116 167 6 to to PART iassist-1116 167 7 improve improve VERB iassist-1116 167 8 server server NOUN iassist-1116 167 9 stability stability NOUN iassist-1116 167 10 . . PUNCT iassist-1116 168 1 occasionally occasionally ADV iassist-1116 168 2 , , PUNCT iassist-1116 168 3 a a DET iassist-1116 168 4 repository repository NOUN iassist-1116 168 5 can can AUX iassist-1116 168 6 respond respond VERB iassist-1116 168 7 very very ADV iassist-1116 168 8 slowly slowly ADV iassist-1116 168 9 or or CCONJ iassist-1116 168 10 even even ADV iassist-1116 168 11 disconnect disconnect VERB iassist-1116 168 12 , , PUNCT iassist-1116 168 13 while while SCONJ iassist-1116 168 14 at at ADP iassist-1116 168 15 other other ADJ iassist-1116 168 16 times time NOUN iassist-1116 168 17 it it PRON iassist-1116 168 18 works work VERB iassist-1116 168 19 fine fine ADJ iassist-1116 168 20 . . PUNCT iassist-1116 169 1 second second ADV iassist-1116 169 2 , , PUNCT iassist-1116 169 3 the the DET iassist-1116 169 4 metadata metadata ADJ iassist-1116 169 5 quality quality NOUN iassist-1116 169 6 is be AUX iassist-1116 169 7 not not PART iassist-1116 169 8 consistent consistent ADJ iassist-1116 169 9 , , PUNCT iassist-1116 169 10 and and CCONJ iassist-1116 169 11 it it PRON iassist-1116 169 12 may may AUX iassist-1116 169 13 not not PART iassist-1116 169 14 always always ADV iassist-1116 169 15 be be AUX iassist-1116 169 16 pre pre VERB iassist-1116 169 17 - - VERB iassist-1116 169 18 checked check VERB iassist-1116 169 19 by by ADP iassist-1116 169 20 the the DET iassist-1116 169 21 repositories repository NOUN iassist-1116 169 22 . . PUNCT iassist-1116 170 1 as as SCONJ iassist-1116 170 2 a a DET iassist-1116 170 3 results result NOUN iassist-1116 170 4 data data NOUN iassist-1116 170 5 collection collection NOUN iassist-1116 170 6 may may AUX iassist-1116 170 7 fail fail VERB iassist-1116 170 8 due due ADP iassist-1116 170 9 to to ADP iassist-1116 170 10 small small ADJ iassist-1116 170 11 errors error NOUN iassist-1116 170 12 in in ADP iassist-1116 170 13 the the DET iassist-1116 170 14 xml xml NOUN iassist-1116 170 15 . . PUNCT iassist-1116 171 1 limitations limitation NOUN iassist-1116 171 2 • • NOUN iassist-1116 171 3 in in ADP iassist-1116 171 4 ddi ddi PROPN iassist-1116 171 5 - - PUNCT iassist-1116 171 6 codebook codebook NOUN iassist-1116 171 7 some some DET iassist-1116 171 8 elements element NOUN iassist-1116 171 9 are be AUX iassist-1116 171 10 allowed allow VERB iassist-1116 171 11 on on ADP iassist-1116 171 12 multiple multiple ADJ iassist-1116 171 13 locations location NOUN iassist-1116 171 14 . . PUNCT iassist-1116 172 1 for for ADP iassist-1116 172 2 example example NOUN iassist-1116 172 3 , , PUNCT iassist-1116 172 4 the the DET iassist-1116 172 5 element element NOUN iassist-1116 172 6 < < X iassist-1116 172 7 notes note VERB iassist-1116 172 8 > > X iassist-1116 172 9 can can AUX iassist-1116 172 10 be be AUX iassist-1116 172 11 used use VERB iassist-1116 172 12 within within ADP iassist-1116 172 13 all all DET iassist-1116 172 14 five five NUM iassist-1116 172 15 elements element NOUN iassist-1116 172 16 on on ADP iassist-1116 172 17 level level NOUN iassist-1116 172 18 2 2 NUM iassist-1116 172 19 and and CCONJ iassist-1116 172 20 16 16 NUM iassist-1116 172 21 other other ADJ iassist-1116 172 22 locations location NOUN iassist-1116 172 23 . . PUNCT iassist-1116 173 1 the the DET iassist-1116 173 2 element element NOUN iassist-1116 173 3 < < X iassist-1116 173 4 othermat othermat NOUN iassist-1116 173 5 > > X iassist-1116 173 6 even even ADV iassist-1116 173 7 can can AUX iassist-1116 173 8 contain contain VERB iassist-1116 173 9 itself itself PRON iassist-1116 173 10 , , PUNCT iassist-1116 173 11 theoretically theoretically ADV iassist-1116 173 12 infinite infinite ADJ iassist-1116 173 13 number number NOUN iassist-1116 173 14 of of ADP iassist-1116 173 15 times time NOUN iassist-1116 173 16 . . PUNCT iassist-1116 174 1 while while SCONJ iassist-1116 174 2 the the DET iassist-1116 174 3 location location NOUN iassist-1116 174 4 < < X iassist-1116 174 5 codebook codebook X iassist-1116 174 6 > > X iassist-1116 174 7 ... ... PUNCT iassist-1116 175 1 < < X iassist-1116 175 2 filedscr filedscr X iassist-1116 175 3 > > X iassist-1116 175 4 < < X iassist-1116 175 5 filetxt filetxt X iassist-1116 175 6 > > X iassist-1116 175 7 < < X iassist-1116 175 8 filename filename ADJ iassist-1116 175 9 > > X iassist-1116 175 10 filename > X iassist-1116 175 12 < < X iassist-1116 175 13 /filetxt /filetxt PROPN iassist-1116 175 14 > > X iassist-1116 175 15 < < X iassist-1116 175 16 /filedscr /filedscr ADJ iassist-1116 175 17 > > X iassist-1116 175 18 < < X iassist-1116 175 19 datadscr datadscr X iassist-1116 175 20 > > X iassist-1116 175 21 < < X iassist-1116 175 22 var var NOUN iassist-1116 175 23 name="variablename name="variablename NOUN iassist-1116 175 24 " " PUNCT iassist-1116 175 25 files="filename files="filename NOUN iassist-1116 175 26 " " PUNCT iassist-1116 175 27 > > X iassist-1116 175 28 < < X iassist-1116 175 29 labl labl PROPN iassist-1116 175 30 > > X iassist-1116 175 31 variablelabel > X iassist-1116 175 33 < < X iassist-1116 175 34 catgry catgry X iassist-1116 175 35 > > X iassist-1116 175 36 < < X iassist-1116 175 37 catvalu catvalu X iassist-1116 175 38 > > X iassist-1116 175 39 value > X iassist-1116 175 41 < < X iassist-1116 175 42 labl labl PROPN iassist-1116 175 43 > > X iassist-1116 175 44 valuelabel > X iassist-1116 175 46 < < X iassist-1116 175 47 /catgry /catgry PROPN iassist-1116 175 48 > > X iassist-1116 175 49 ... ... PUNCT iassist-1116 176 1 < < X iassist-1116 176 2 /var /var X iassist-1116 176 3 > > X iassist-1116 176 4 ... ... PUNCT iassist-1116 177 1 < < X iassist-1116 177 2 /datadscr /datadscr X iassist-1116 177 3 > > X iassist-1116 177 4 ... ... PUNCT iassist-1116 178 1 < < X iassist-1116 178 2 /codebook /codebook X iassist-1116 178 3 > > X iassist-1116 178 4 figure figure NOUN iassist-1116 178 5 2 2 NUM iassist-1116 178 6 : : PUNCT iassist-1116 178 7 additional additional ADJ iassist-1116 178 8 codebook codebook NOUN iassist-1116 178 9 information information NOUN iassist-1116 178 10 , , PUNCT iassist-1116 178 11 that that PRON iassist-1116 178 12 can can AUX iassist-1116 178 13 easily easily ADV iassist-1116 178 14 be be AUX iassist-1116 178 15 extracted extract VERB iassist-1116 178 16 from from ADP iassist-1116 178 17 stata stata NOUN iassist-1116 178 18 , , PUNCT iassist-1116 178 19 spss spss PROPN iassist-1116 178 20 oder oder NOUN iassist-1116 178 21 sas sa VERB iassist-1116 178 22 files file NOUN iassist-1116 178 23 . . PUNCT iassist-1116 179 1 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 PROPN iassist-1116 179 2 https://www.openarchives.org/register/browsesites https://www.openarchives.org/register/browsesite NOUN iassist-1116 179 3 11/15 11/15 NUM iassist-1116 179 4 wenzig wenzig PROPN iassist-1116 179 5 , , PUNCT iassist-1116 179 6 knut knut PROPN iassist-1116 179 7 & & CCONJ iassist-1116 179 8 han han PROPN iassist-1116 179 9 , , PUNCT iassist-1116 179 10 xiaoyao xiaoyao PROPN iassist-1116 179 11 ( ( PUNCT iassist-1116 179 12 2024 2024 NUM iassist-1116 179 13 ) ) PUNCT iassist-1116 179 14 state state NOUN iassist-1116 179 15 of of ADP iassist-1116 179 16 the the DET iassist-1116 179 17 ddi ddi PROPN iassist-1116 179 18 cloud cloud NOUN iassist-1116 179 19 , , PUNCT iassist-1116 179 20 iassist iassist VERB iassist-1116 179 21 quarterly quarterly ADJ iassist-1116 179 22 48(4 48(4 NUM iassist-1116 179 23 ) ) PUNCT iassist-1116 179 24 , , PUNCT iassist-1116 179 25 pp pp PROPN iassist-1116 179 26 . . PUNCT iassist-1116 180 1 1 1 NUM iassist-1116 180 2 - - SYM iassist-1116 180 3 15 15 NUM iassist-1116 180 4 . . PUNCT iassist-1116 181 1 doi doi NOUN iassist-1116 181 2 : : PUNCT iassist-1116 181 3 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 PROPN iassist-1116 181 4 of of ADP iassist-1116 181 5 usage usage NOUN iassist-1116 181 6 may may AUX iassist-1116 181 7 be be AUX iassist-1116 181 8 of of ADP iassist-1116 181 9 interest interest NOUN iassist-1116 181 10 , , PUNCT iassist-1116 181 11 in in ADP iassist-1116 181 12 this this DET iassist-1116 181 13 first first ADJ iassist-1116 181 14 approach approach NOUN iassist-1116 181 15 we we PRON iassist-1116 181 16 only only ADV iassist-1116 181 17 counted count VERB iassist-1116 181 18 the the DET iassist-1116 181 19 usage usage NOUN iassist-1116 181 20 numbers number NOUN iassist-1116 181 21 of of ADP iassist-1116 181 22 the the DET iassist-1116 181 23 elements element NOUN iassist-1116 181 24 independently independently ADV iassist-1116 181 25 of of ADP iassist-1116 181 26 their their PRON iassist-1116 181 27 location location NOUN iassist-1116 181 28 . . PUNCT iassist-1116 182 1 • • NUM iassist-1116 182 2 while while SCONJ iassist-1116 182 3 all all DET iassist-1116 182 4 elements element NOUN iassist-1116 182 5 in in ADP iassist-1116 182 6 ddi ddi PROPN iassist-1116 182 7 - - PUNCT iassist-1116 182 8 codebook codebook NOUN iassist-1116 182 9 support support NOUN iassist-1116 182 10 a a DET iassist-1116 182 11 basic basic ADJ iassist-1116 182 12 set set NOUN iassist-1116 182 13 of of ADP iassist-1116 182 14 attributes attribute NOUN iassist-1116 182 15 ( ( PUNCT iassist-1116 182 16 i i PROPN iassist-1116 182 17 d d PROPN iassist-1116 182 18 , , PUNCT iassist-1116 182 19 xml xml PROPN iassist-1116 182 20 : : PUNCT iassist-1116 182 21 lang lang PROPN iassist-1116 182 22 , , PUNCT iassist-1116 182 23 source source NOUN iassist-1116 182 24 , , PUNCT iassist-1116 182 25 elementversion elementversion NOUN iassist-1116 182 26 , , PUNCT iassist-1116 182 27 elementversiondate elementversiondate NOUN iassist-1116 182 28 , , PUNCT iassist-1116 182 29 ddilifecycleurn ddilifecycleurn NOUN iassist-1116 182 30 , , PUNCT iassist-1116 182 31 ddicodebookurnno ddicodebookurnno NOUN iassist-1116 182 32 ) ) PUNCT iassist-1116 182 33 , , PUNCT iassist-1116 182 34 the the DET iassist-1116 182 35 element element NOUN iassist-1116 182 36 < < X iassist-1116 182 37 var var X iassist-1116 182 38 > > X iassist-1116 182 39 supports support VERB iassist-1116 182 40 more more ADJ iassist-1116 182 41 than than ADP iassist-1116 182 42 30 30 NUM iassist-1116 182 43 attributes attribute NOUN iassist-1116 182 44 . . PUNCT iassist-1116 183 1 the the DET iassist-1116 183 2 analysis analysis NOUN iassist-1116 183 3 of of ADP iassist-1116 183 4 attribute attribute NOUN iassist-1116 183 5 usage usage NOUN iassist-1116 183 6 has have AUX iassist-1116 183 7 been be AUX iassist-1116 183 8 out out ADP iassist-1116 183 9 of of ADP iassist-1116 183 10 the the DET iassist-1116 183 11 scope scope NOUN iassist-1116 183 12 of of ADP iassist-1116 183 13 this this DET iassist-1116 183 14 analysis analysis NOUN iassist-1116 183 15 but but CCONJ iassist-1116 183 16 may may AUX iassist-1116 183 17 be be AUX iassist-1116 183 18 of of ADP iassist-1116 183 19 interest interest NOUN iassist-1116 183 20 in in ADP iassist-1116 183 21 future future ADJ iassist-1116 183 22 research research NOUN iassist-1116 183 23 . . PUNCT iassist-1116 184 1 • • INTJ iassist-1116 184 2 we we PRON iassist-1116 184 3 did do AUX iassist-1116 184 4 not not PART iassist-1116 184 5 perform perform VERB iassist-1116 184 6 any any DET iassist-1116 184 7 content content NOUN iassist-1116 184 8 analysis analysis NOUN iassist-1116 184 9 or or CCONJ iassist-1116 184 10 quality quality NOUN iassist-1116 184 11 checks check NOUN iassist-1116 184 12 . . PUNCT iassist-1116 185 1 data datum NOUN iassist-1116 185 2 professionals professional NOUN iassist-1116 185 3 who who PRON iassist-1116 185 4 harvest harvest VERB iassist-1116 185 5 ddi ddi PROPN iassist-1116 185 6 metadata metadata NOUN iassist-1116 185 7 to to PART iassist-1116 185 8 provide provide VERB iassist-1116 185 9 it it PRON iassist-1116 185 10 aggregated aggregate VERB iassist-1116 185 11 in in ADP iassist-1116 185 12 catalogues catalogue NOUN iassist-1116 185 13 , , PUNCT iassist-1116 185 14 often often ADV iassist-1116 185 15 report report VERB iassist-1116 185 16 inconsistent inconsistent ADJ iassist-1116 185 17 usage usage NOUN iassist-1116 185 18 of of ADP iassist-1116 185 19 the the DET iassist-1116 185 20 different different ADJ iassist-1116 185 21 elements element NOUN iassist-1116 185 22 . . PUNCT iassist-1116 186 1 however however ADV iassist-1116 186 2 , , PUNCT iassist-1116 186 3 the the DET iassist-1116 186 4 usage usage NOUN iassist-1116 186 5 of of ADP iassist-1116 186 6 elements element NOUN iassist-1116 186 7 we we PRON iassist-1116 186 8 miss miss VERB iassist-1116 186 9 in in ADP iassist-1116 186 10 nearly nearly ADV iassist-1116 186 11 all all PRON iassist-1116 186 12 records record NOUN iassist-1116 186 13 ( ( PUNCT iassist-1116 186 14 e.g. e.g. ADV iassist-1116 186 15 , , PUNCT iassist-1116 186 16 those those PRON iassist-1116 186 17 that that PRON iassist-1116 186 18 describe describe VERB iassist-1116 186 19 variables variable NOUN iassist-1116 186 20 in in ADP iassist-1116 186 21 datasets dataset NOUN iassist-1116 186 22 ) ) PUNCT iassist-1116 186 23 should should AUX iassist-1116 186 24 be be AUX iassist-1116 186 25 more more ADV iassist-1116 186 26 straightforward straightforward ADJ iassist-1116 186 27 . . PUNCT iassist-1116 187 1 summary summary NOUN iassist-1116 187 2 we we PRON iassist-1116 187 3 analyzed analyze VERB iassist-1116 187 4 259,606 259,606 NUM iassist-1116 187 5 metadata metadata NOUN iassist-1116 187 6 records record NOUN iassist-1116 187 7 in in ADP iassist-1116 187 8 ddi ddi PROPN iassist-1116 187 9 - - PUNCT iassist-1116 187 10 codebook codebook NOUN iassist-1116 187 11 format format NOUN iassist-1116 187 12 from from ADP iassist-1116 187 13 29 29 NUM iassist-1116 187 14 different different ADJ iassist-1116 187 15 repositories repository NOUN iassist-1116 187 16 . . PUNCT iassist-1116 188 1 while while SCONJ iassist-1116 188 2 all all DET iassist-1116 188 3 records record NOUN iassist-1116 188 4 contained contain VERB iassist-1116 188 5 information information NOUN iassist-1116 188 6 at at ADP iassist-1116 188 7 the the DET iassist-1116 188 8 study study NOUN iassist-1116 188 9 level level NOUN iassist-1116 188 10 , , PUNCT iassist-1116 188 11 and and CCONJ iassist-1116 188 12 almost almost ADV iassist-1116 188 13 half half NOUN iassist-1116 188 14 of of ADP iassist-1116 188 15 the the DET iassist-1116 188 16 records record NOUN iassist-1116 188 17 described describe VERB iassist-1116 188 18 other other ADJ iassist-1116 188 19 material material NOUN iassist-1116 188 20 , , PUNCT iassist-1116 188 21 only only ADV iassist-1116 188 22 5 5 NUM iassist-1116 188 23 repositories repository NOUN iassist-1116 188 24 ( ( PUNCT iassist-1116 188 25 20.9 20.9 NUM iassist-1116 188 26 % % NOUN iassist-1116 188 27 of of ADP iassist-1116 188 28 the the DET iassist-1116 188 29 records record NOUN iassist-1116 188 30 ) ) PUNCT iassist-1116 188 31 provide provide VERB iassist-1116 188 32 information information NOUN iassist-1116 188 33 on on ADP iassist-1116 188 34 files file NOUN iassist-1116 188 35 and and CCONJ iassist-1116 188 36 only only ADV iassist-1116 188 37 one one NUM iassist-1116 188 38 repository repository NOUN iassist-1116 188 39 ( ( PUNCT iassist-1116 188 40 0.7 0.7 NUM iassist-1116 188 41 % % NOUN iassist-1116 188 42 of of ADP iassist-1116 188 43 the the DET iassist-1116 188 44 records record NOUN iassist-1116 188 45 ) ) PUNCT iassist-1116 188 46 provided provide VERB iassist-1116 188 47 detailed detailed ADJ iassist-1116 188 48 information information NOUN iassist-1116 188 49 at at ADP iassist-1116 188 50 the the DET iassist-1116 188 51 variables variable NOUN iassist-1116 188 52 level level NOUN iassist-1116 188 53 . . PUNCT iassist-1116 189 1 while while SCONJ iassist-1116 189 2 we we PRON iassist-1116 189 3 did do AUX iassist-1116 189 4 not not PART iassist-1116 189 5 collect collect VERB iassist-1116 189 6 information information NOUN iassist-1116 189 7 about about ADP iassist-1116 189 8 where where SCONJ iassist-1116 189 9 in in ADP iassist-1116 189 10 the the DET iassist-1116 189 11 schema schema NOUN iassist-1116 189 12 elements element NOUN iassist-1116 189 13 are be AUX iassist-1116 189 14 used use VERB iassist-1116 189 15 ( ( PUNCT iassist-1116 189 16 if if SCONJ iassist-1116 189 17 allowed allow VERB iassist-1116 189 18 on on ADP iassist-1116 189 19 multiple multiple ADJ iassist-1116 189 20 locations location NOUN iassist-1116 189 21 ) ) PUNCT iassist-1116 189 22 and and CCONJ iassist-1116 189 23 did do AUX iassist-1116 189 24 not not PART iassist-1116 189 25 analyze analyze VERB iassist-1116 189 26 the the DET iassist-1116 189 27 usage usage NOUN iassist-1116 189 28 of of ADP iassist-1116 189 29 attributes attribute NOUN iassist-1116 189 30 , , PUNCT iassist-1116 189 31 insights insight NOUN iassist-1116 189 32 on on ADP iassist-1116 189 33 the the DET iassist-1116 189 34 use use NOUN iassist-1116 189 35 of of ADP iassist-1116 189 36 the the DET iassist-1116 189 37 standard standard NOUN iassist-1116 189 38 might might AUX iassist-1116 189 39 be be AUX iassist-1116 189 40 valuable valuable ADJ iassist-1116 189 41 for for ADP iassist-1116 189 42 developers developer NOUN iassist-1116 189 43 and and CCONJ iassist-1116 189 44 users user NOUN iassist-1116 189 45 of of ADP iassist-1116 189 46 the the DET iassist-1116 189 47 standard standard NOUN iassist-1116 189 48 . . PUNCT iassist-1116 190 1 there there PRON iassist-1116 190 2 is be VERB iassist-1116 190 3 a a DET iassist-1116 190 4 lack lack NOUN iassist-1116 190 5 of of ADP iassist-1116 190 6 availability availability NOUN iassist-1116 190 7 of of ADP iassist-1116 190 8 fine fine ADV iassist-1116 190 9 - - PUNCT iassist-1116 190 10 grained grain VERB iassist-1116 190 11 metadata metadata NOUN iassist-1116 190 12 , , PUNCT iassist-1116 190 13 however however ADV iassist-1116 190 14 : : PUNCT iassist-1116 190 15 “ " PUNCT iassist-1116 190 16 the the DET iassist-1116 190 17 sine sine NOUN iassist-1116 190 18 qua qua NOUN iassist-1116 190 19 non non X iassist-1116 190 20 to to ADP iassist-1116 190 21 greater great ADJ iassist-1116 190 22 automation automation NOUN iassist-1116 190 23 of of ADP iassist-1116 190 24 cross cross ADJ iassist-1116 190 25 - - ADJ iassist-1116 190 26 domain domain ADJ iassist-1116 190 27 data datum NOUN iassist-1116 190 28 combination combination NOUN iassist-1116 190 29 and and CCONJ iassist-1116 190 30 analysis analysis NOUN iassist-1116 190 31 and and CCONJ iassist-1116 190 32 fine fine ADV iassist-1116 190 33 - - PUNCT iassist-1116 190 34 grained grain VERB iassist-1116 190 35 and and CCONJ iassist-1116 190 36 responsive responsive ADJ iassist-1116 190 37 access access NOUN iassist-1116 190 38 control control NOUN iassist-1116 190 39 is be AUX iassist-1116 190 40 sufficiently sufficiently ADV iassist-1116 190 41 detailed detail VERB iassist-1116 190 42 , , PUNCT iassist-1116 190 43 standardized standardized ADJ iassist-1116 190 44 , , PUNCT iassist-1116 190 45 and and CCONJ iassist-1116 190 46 interoperable interoperable ADJ iassist-1116 190 47 metadata metadata NOUN iassist-1116 190 48 . . PUNCT iassist-1116 191 1 there there PRON iassist-1116 191 2 are be VERB iassist-1116 191 3 no no DET iassist-1116 191 4 short short ADJ iassist-1116 191 5 cuts cut NOUN iassist-1116 191 6 : : PUNCT iassist-1116 191 7 data datum NOUN iassist-1116 191 8 and and CCONJ iassist-1116 191 9 metadata metadata NOUN iassist-1116 191 10 are be AUX iassist-1116 191 11 hard hard ADJ iassist-1116 191 12 . . PUNCT iassist-1116 191 13 ” " PUNCT iassist-1116 192 1 ( ( PUNCT iassist-1116 192 2 hodson hodson PROPN iassist-1116 192 3 / / SYM iassist-1116 192 4 gregory gregory PROPN iassist-1116 192 5 2023 2023 NUM iassist-1116 192 6 , , PUNCT iassist-1116 192 7 p. p. NOUN iassist-1116 192 8 12 12 NUM iassist-1116 192 9 ) ) PUNCT iassist-1116 192 10 the the DET iassist-1116 192 11 high high ADJ iassist-1116 192 12 correlation correlation NOUN iassist-1116 192 13 between between ADP iassist-1116 192 14 the the DET iassist-1116 192 15 usage usage NOUN iassist-1116 192 16 of of ADP iassist-1116 192 17 dataverse dataverse NOUN iassist-1116 192 18 as as ADP iassist-1116 192 19 a a DET iassist-1116 192 20 repository repository NOUN iassist-1116 192 21 software software NOUN iassist-1116 192 22 and and CCONJ iassist-1116 192 23 providing provide VERB iassist-1116 192 24 ddi ddi ADJ iassist-1116 192 25 metadata metadata NOUN iassist-1116 192 26 draws draw VERB iassist-1116 192 27 attention attention NOUN iassist-1116 192 28 to to PART iassist-1116 192 29 dataverse dataverse VERB iassist-1116 192 30 , , PUNCT iassist-1116 192 31 because because SCONJ iassist-1116 192 32 the the DET iassist-1116 192 33 efforts effort NOUN iassist-1116 192 34 to to PART iassist-1116 192 35 include include VERB iassist-1116 192 36 options option NOUN iassist-1116 192 37 to to PART iassist-1116 192 38 edit edit VERB iassist-1116 192 39 variable variable ADJ iassist-1116 192 40 metadata metadata NOUN iassist-1116 192 41 in in ADP iassist-1116 192 42 dataverse dataverse NOUN iassist-1116 192 43 ( ( PUNCT iassist-1116 192 44 lubitch lubitch NOUN iassist-1116 192 45 2023 2023 NUM iassist-1116 192 46 ) ) PUNCT iassist-1116 192 47 will will AUX iassist-1116 192 48 be be AUX iassist-1116 192 49 relevant relevant ADJ iassist-1116 192 50 for for ADP iassist-1116 192 51 the the DET iassist-1116 192 52 community community NOUN iassist-1116 192 53 . . PUNCT iassist-1116 193 1 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 PROPN iassist-1116 193 2 12/15 12/15 NUM iassist-1116 193 3 wenzig wenzig NOUN iassist-1116 193 4 , , PUNCT iassist-1116 193 5 knut knut PROPN iassist-1116 193 6 & & CCONJ iassist-1116 193 7 han han PROPN iassist-1116 193 8 , , PUNCT iassist-1116 193 9 xiaoyao xiaoyao PROPN iassist-1116 193 10 ( ( PUNCT iassist-1116 193 11 2024 2024 NUM iassist-1116 193 12 ) ) PUNCT iassist-1116 193 13 state state NOUN iassist-1116 193 14 of of ADP iassist-1116 193 15 the the DET iassist-1116 193 16 ddi ddi PROPN iassist-1116 193 17 cloud cloud NOUN iassist-1116 193 18 , , PUNCT iassist-1116 193 19 iassist iassist VERB iassist-1116 193 20 quarterly quarterly ADJ iassist-1116 193 21 48(4 48(4 NUM iassist-1116 193 22 ) ) PUNCT iassist-1116 193 23 , , PUNCT iassist-1116 193 24 pp pp PROPN iassist-1116 193 25 . . PUNCT iassist-1116 194 1 1 1 NUM iassist-1116 194 2 - - SYM iassist-1116 194 3 15 15 NUM iassist-1116 194 4 . . PUNCT iassist-1116 195 1 doi doi NOUN iassist-1116 195 2 : : PUNCT iassist-1116 195 3 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 ADP iassist-1116 195 4 acknowledgements acknowledgement NOUN iassist-1116 195 5 we we PRON iassist-1116 195 6 gratefully gratefully ADV iassist-1116 195 7 acknowledge acknowledge VERB iassist-1116 195 8 the the DET iassist-1116 195 9 anonymous anonymous ADJ iassist-1116 195 10 reviewers reviewer NOUN iassist-1116 195 11 and and CCONJ iassist-1116 195 12 tom tom PROPN iassist-1116 195 13 hartl hartl NOUN iassist-1116 195 14 for for ADP iassist-1116 195 15 their their PRON iassist-1116 195 16 invaluable invaluable ADJ iassist-1116 195 17 feedback feedback NOUN iassist-1116 195 18 and and CCONJ iassist-1116 195 19 insightful insightful ADJ iassist-1116 195 20 comments comment NOUN iassist-1116 195 21 , , PUNCT iassist-1116 195 22 which which PRON iassist-1116 195 23 significantly significantly ADV iassist-1116 195 24 enhanced enhance VERB iassist-1116 195 25 the the DET iassist-1116 195 26 quality quality NOUN iassist-1116 195 27 of of ADP iassist-1116 195 28 this this DET iassist-1116 195 29 manuscript manuscript NOUN iassist-1116 195 30 . . PUNCT iassist-1116 196 1 any any DET iassist-1116 196 2 remaining remain VERB iassist-1116 196 3 errors error NOUN iassist-1116 196 4 are be AUX iassist-1116 196 5 solely solely ADV iassist-1116 196 6 our our PRON iassist-1116 196 7 responsibility responsibility NOUN iassist-1116 196 8 . . PUNCT iassist-1116 197 1 references reference NOUN iassist-1116 197 2 all all DET iassist-1116 197 3 links link NOUN iassist-1116 197 4 checked check VERB iassist-1116 197 5 on on ADP iassist-1116 197 6 august august PROPN iassist-1116 197 7 10 10 NUM iassist-1116 197 8 , , PUNCT iassist-1116 197 9 2024 2024 NUM iassist-1116 197 10 . . PUNCT iassist-1116 198 1 cottage cottage NOUN iassist-1116 198 2 labs lab NOUN iassist-1116 198 3 ( ( PUNCT iassist-1116 198 4 2021 2021 NUM iassist-1116 198 5 ) ) PUNCT iassist-1116 198 6 . . PUNCT iassist-1116 199 1 sword sword NOUN iassist-1116 199 2 3.0 3.0 NUM iassist-1116 199 3 specification specification NOUN iassist-1116 199 4 . . PUNCT iassist-1116 200 1 https://swordapp.github.io/swordv3/swordv3.html https://swordapp.github.io/swordv3/swordv3.html PROPN iassist-1116 200 2 ddi ddi PROPN iassist-1116 200 3 alliance alliance NOUN iassist-1116 200 4 ( ( PUNCT iassist-1116 200 5 2014 2014 NUM iassist-1116 200 6 ) ) PUNCT iassist-1116 200 7 . . PUNCT iassist-1116 201 1 ddi ddi PROPN iassist-1116 201 2 - - PUNCT iassist-1116 201 3 codebook codebook NOUN iassist-1116 201 4 2.5 2.5 NUM iassist-1116 201 5 . . PUNCT iassist-1116 202 1 https://ddialliance.org/specification/ddi-codebook/2.5/ https://ddialliance.org/specification/ddi-codebook/2.5/ X iassist-1116 203 1 ddi ddi PROPN iassist-1116 203 2 alliance alliance PROPN iassist-1116 203 3 ( ( PUNCT iassist-1116 203 4 2020 2020 NUM iassist-1116 203 5 ) ) PUNCT iassist-1116 203 6 . . PUNCT iassist-1116 204 1 ddi ddi PROPN iassist-1116 204 2 lifecycle lifecycle NOUN iassist-1116 204 3 3.3 3.3 NUM iassist-1116 204 4 . . PUNCT iassist-1116 205 1 https://ddialliance.org/specification/ddi-lifecycle/3.3/ https://ddialliance.org/specification/ddi-lifecycle/3.3/ X iassist-1116 205 2 fielding field VERB iassist-1116 205 3 , , PUNCT iassist-1116 205 4 r.t r.t PROPN iassist-1116 205 5 . . PROPN iassist-1116 206 1 ( ( PUNCT iassist-1116 206 2 2000 2000 NUM iassist-1116 206 3 ) ) PUNCT iassist-1116 206 4 . . PUNCT iassist-1116 207 1 architectural architectural ADJ iassist-1116 207 2 styles style NOUN iassist-1116 207 3 and and CCONJ iassist-1116 207 4 the the DET iassist-1116 207 5 design design NOUN iassist-1116 207 6 of of ADP iassist-1116 207 7 network network NOUN iassist-1116 207 8 - - PUNCT iassist-1116 207 9 based base VERB iassist-1116 207 10 software software NOUN iassist-1116 207 11 architectures architecture NOUN iassist-1116 207 12 – – PUNCT iassist-1116 207 13 dissertation dissertation NOUN iassist-1116 207 14 . . PUNCT iassist-1116 208 1 https://www.ics.uci.edu/~fielding/pubs/dissertation/fielding_dissertation_2up.pdf https://www.ics.uci.edu/~fielding/pubs/dissertation/fielding_dissertation_2up.pdf PROPN iassist-1116 208 2 hodson hodson PROPN iassist-1116 208 3 , , PUNCT iassist-1116 208 4 s. s. PROPN iassist-1116 208 5 , , PUNCT iassist-1116 208 6 & & CCONJ iassist-1116 208 7 gregory gregory PROPN iassist-1116 208 8 , , PUNCT iassist-1116 208 9 a. a. NOUN iassist-1116 208 10 ( ( PUNCT iassist-1116 208 11 2023 2023 NUM iassist-1116 208 12 ) ) PUNCT iassist-1116 208 13 . . PUNCT iassist-1116 209 1 worldfair worldfair PROPN iassist-1116 209 2 project project NOUN iassist-1116 209 3 ( ( PUNCT iassist-1116 209 4 d1.3 d1.3 ADJ iassist-1116 209 5 ) ) PUNCT iassist-1116 209 6 first first ADJ iassist-1116 209 7 policy policy NOUN iassist-1116 209 8 brief brief NOUN iassist-1116 209 9 ( ( PUNCT iassist-1116 209 10 version version NOUN iassist-1116 209 11 1 1 NUM iassist-1116 209 12 ) ) PUNCT iassist-1116 209 13 . . PUNCT iassist-1116 210 1 https://doi.org/10.5281/zenodo.7853170 https://doi.org/10.5281/zenodo.7853170 ADP iassist-1116 210 2 lubitch lubitch PROPN iassist-1116 210 3 , , PUNCT iassist-1116 210 4 v. v. CCONJ iassist-1116 210 5 ( ( PUNCT iassist-1116 210 6 2023 2023 NUM iassist-1116 210 7 ) ) PUNCT iassist-1116 210 8 . . PUNCT iassist-1116 211 1 enhancing enhance VERB iassist-1116 211 2 ddi ddi ADJ iassist-1116 211 3 support support NOUN iassist-1116 211 4 in in ADP iassist-1116 211 5 the the DET iassist-1116 211 6 open open ADJ iassist-1116 211 7 source source NOUN iassist-1116 211 8 dataverse dataverse NOUN iassist-1116 211 9 repository repository NOUN iassist-1116 211 10 software software NOUN iassist-1116 212 1 [ [ X iassist-1116 212 2 presentation presentation NOUN iassist-1116 212 3 ] ] X iassist-1116 212 4 . . PUNCT iassist-1116 213 1 https://doi.org/10.5281/zenodo.10636123 https://doi.org/10.5281/zenodo.10636123 X iassist-1116 213 2 mccrae mccrae PROPN iassist-1116 213 3 j.p j.p PROPN iassist-1116 213 4 . . PROPN iassist-1116 213 5 ( ( PUNCT iassist-1116 213 6 2024 2024 NUM iassist-1116 213 7 ) ) PUNCT iassist-1116 213 8 . . PUNCT iassist-1116 214 1 lod lod PROPN iassist-1116 214 2 cloud cloud PROPN iassist-1116 214 3 diagram diagram PROPN iassist-1116 214 4 . . PUNCT iassist-1116 215 1 https://lod-cloud.net/ https://lod-cloud.net/ X iassist-1116 215 2 open open ADJ iassist-1116 215 3 archives archive NOUN iassist-1116 215 4 initiative initiative NOUN iassist-1116 215 5 ( ( PUNCT iassist-1116 215 6 2015 2015 NUM iassist-1116 215 7 ) ) PUNCT iassist-1116 215 8 . . PUNCT iassist-1116 216 1 the the DET iassist-1116 216 2 open open ADJ iassist-1116 216 3 archives archive NOUN iassist-1116 216 4 initiative initiative NOUN iassist-1116 216 5 protocol protocol NOUN iassist-1116 216 6 for for ADP iassist-1116 216 7 metadata metadata ADJ iassist-1116 216 8 harvesting harvesting NOUN iassist-1116 216 9 , , PUNCT iassist-1116 216 10 protocol protocol NOUN iassist-1116 216 11 version version NOUN iassist-1116 216 12 2.0 2.0 NUM iassist-1116 216 13 of of ADP iassist-1116 216 14 2002 2002 NUM iassist-1116 216 15 - - SYM iassist-1116 216 16 06 06 NUM iassist-1116 216 17 - - SYM iassist-1116 216 18 14 14 NUM iassist-1116 216 19 . . PUNCT iassist-1116 217 1 https://www.openarchives.org/oai/openarchivesprotocol.html https://www.openarchives.org/oai/openarchivesprotocol.html PROPN iassist-1116 217 2 wenzig wenzig PROPN iassist-1116 217 3 , , PUNCT iassist-1116 217 4 k. k. PROPN iassist-1116 217 5 ( ( PUNCT iassist-1116 217 6 2017 2017 NUM iassist-1116 217 7 ) ) PUNCT iassist-1116 217 8 . . PUNCT iassist-1116 218 1 next next ADJ iassist-1116 218 2 time time NOUN iassist-1116 218 3 try try VERB iassist-1116 218 4 recycling recycle VERB iassist-1116 218 5 what what DET iassist-1116 218 6 reusable reusable ADJ iassist-1116 218 7 metadata metadata NOUN iassist-1116 218 8 ( ( PUNCT iassist-1116 218 9 should should AUX iassist-1116 218 10 ) ) PUNCT iassist-1116 218 11 look look VERB iassist-1116 218 12 like like ADP iassist-1116 218 13 . . PUNCT iassist-1116 219 1 https://doi.org/10.5281/zenodo.1084106 https://doi.org/10.5281/zenodo.1084106 NOUN iassist-1116 219 2 wenzig wenzig PROPN iassist-1116 219 3 , , PUNCT iassist-1116 219 4 k. k. PROPN iassist-1116 219 5 and and CCONJ iassist-1116 219 6 han han PROPN iassist-1116 219 7 , , PUNCT iassist-1116 219 8 x. x. NOUN iassist-1116 219 9 ( ( PUNCT iassist-1116 219 10 2024 2024 NUM iassist-1116 219 11 ) ) PUNCT iassist-1116 219 12 . . PUNCT iassist-1116 220 1 state state NOUN iassist-1116 220 2 of of ADP iassist-1116 220 3 the the DET iassist-1116 220 4 ddi ddi PROPN iassist-1116 220 5 cloud cloud NOUN iassist-1116 220 6 additional additional ADJ iassist-1116 220 7 datasets dataset NOUN iassist-1116 220 8 ( ( PUNCT iassist-1116 220 9 information information NOUN iassist-1116 220 10 on on ADP iassist-1116 220 11 259606 259606 NUM iassist-1116 220 12 ddi ddi PROPN iassist-1116 220 13 - - PUNCT iassist-1116 220 14 codebook codebook NOUN iassist-1116 220 15 records record NOUN iassist-1116 220 16 ) ) PUNCT iassist-1116 220 17 . . PUNCT iassist-1116 221 1 https://doi.org/10.5281/zenodo.13255674 https://doi.org/10.5281/zenodo.13255674 PROPN iassist-1116 221 2 . . PUNCT iassist-1116 222 1 wilkinson wilkinson PROPN iassist-1116 222 2 , , PUNCT iassist-1116 222 3 m. m. NOUN iassist-1116 222 4 , , PUNCT iassist-1116 222 5 dumontier dumontier NOUN iassist-1116 222 6 , , PUNCT iassist-1116 222 7 m. m. NOUN iassist-1116 222 8 , , PUNCT iassist-1116 222 9 aalbersberg aalbersberg PROPN iassist-1116 222 10 , , PUNCT iassist-1116 222 11 i. i. PROPN iassist-1116 222 12 et et PROPN iassist-1116 222 13 al al PROPN iassist-1116 222 14 . . PUNCT iassist-1116 222 15 ( ( PUNCT iassist-1116 222 16 2016 2016 NUM iassist-1116 222 17 ) ) PUNCT iassist-1116 222 18 . . PUNCT iassist-1116 223 1 the the DET iassist-1116 223 2 fair fair ADJ iassist-1116 223 3 guiding guide VERB iassist-1116 223 4 principles principle NOUN iassist-1116 223 5 for for ADP iassist-1116 223 6 scientific scientific ADJ iassist-1116 223 7 data datum NOUN iassist-1116 223 8 management management NOUN iassist-1116 223 9 and and CCONJ iassist-1116 223 10 stewardship stewardship NOUN iassist-1116 223 11 . . PUNCT iassist-1116 224 1 scientific scientific ADJ iassist-1116 224 2 data datum NOUN iassist-1116 224 3 3 3 NUM iassist-1116 224 4 , , PUNCT iassist-1116 224 5 160018 160018 NUM iassist-1116 224 6 . . PUNCT iassist-1116 225 1 https://doi.org/10.1038/sdata.2016.18 https://doi.org/10.1038/sdata.2016.18 PRON iassist-1116 225 2 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 ADV iassist-1116 225 3 https://swordapp.github.io/swordv3/swordv3.html https://swordapp.github.io/swordv3/swordv3.html X iassist-1116 225 4 https://ddialliance.org/specification/ddi-codebook/2.5/ https://ddialliance.org/specification/ddi-codebook/2.5/ NOUN iassist-1116 225 5 https://doi.org/10.5281/zenodo.7853170 https://doi.org/10.5281/zenodo.7853170 ADV iassist-1116 225 6 https://doi.org/10.5281/zenodo.10636123 https://doi.org/10.5281/zenodo.10636123 PRON iassist-1116 226 1 https://lod-cloud.net/ https://lod-cloud.net/ PRON iassist-1116 226 2 https://www.openarchives.org/oai/openarchivesprotocol.html https://www.openarchives.org/oai/openarchivesprotocol.html VERB iassist-1116 226 3 https://doi.org/10.5281/zenodo.1084106 https://doi.org/10.5281/zenodo.1084106 ADV iassist-1116 226 4 https://doi.org/10.5281/zenodo.13255674 https://doi.org/10.5281/zenodo.13255674 ADJ iassist-1116 226 5 https://doi.org/10.1038/sdata.2016.18 https://doi.org/10.1038/sdata.2016.18 PROPN iassist-1116 226 6 13/15 13/15 NUM iassist-1116 226 7 wenzig wenzig PROPN iassist-1116 226 8 , , PUNCT iassist-1116 226 9 knut knut PROPN iassist-1116 226 10 & & CCONJ iassist-1116 226 11 han han PROPN iassist-1116 226 12 , , PUNCT iassist-1116 226 13 xiaoyao xiaoyao PROPN iassist-1116 226 14 ( ( PUNCT iassist-1116 226 15 2024 2024 NUM iassist-1116 226 16 ) ) PUNCT iassist-1116 226 17 state state NOUN iassist-1116 226 18 of of ADP iassist-1116 226 19 the the DET iassist-1116 226 20 ddi ddi PROPN iassist-1116 226 21 cloud cloud NOUN iassist-1116 226 22 , , PUNCT iassist-1116 226 23 iassist iassist VERB iassist-1116 226 24 quarterly quarterly ADJ iassist-1116 226 25 48(4 48(4 NUM iassist-1116 226 26 ) ) PUNCT iassist-1116 226 27 , , PUNCT iassist-1116 226 28 pp pp PROPN iassist-1116 226 29 . . PUNCT iassist-1116 227 1 1 1 NUM iassist-1116 227 2 - - SYM iassist-1116 227 3 15 15 NUM iassist-1116 227 4 . . PUNCT iassist-1116 228 1 doi doi NOUN iassist-1116 228 2 : : PUNCT iassist-1116 228 3 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 ADP iassist-1116 228 4 appendix appendix VERB iassist-1116 228 5 i i PRON iassist-1116 228 6 table table NOUN iassist-1116 228 7 5 5 NUM iassist-1116 228 8 : : PUNCT iassist-1116 228 9 list list NOUN iassist-1116 228 10 of of ADP iassist-1116 228 11 all all PRON iassist-1116 228 12 found find VERB iassist-1116 228 13 ddi ddi ADJ iassist-1116 228 14 - - PUNCT iassist-1116 228 15 codebook codebook NOUN iassist-1116 228 16 elements element NOUN iassist-1116 228 17 . . PUNCT iassist-1116 229 1 also also ADV iassist-1116 229 2 available available ADJ iassist-1116 229 3 as as ADP iassist-1116 229 4 csv csv NOUN iassist-1116 229 5 file file NOUN iassist-1116 229 6 in in ADP iassist-1116 229 7 wenzig wenzig NOUN iassist-1116 229 8 and and CCONJ iassist-1116 229 9 han han PROPN iassist-1116 229 10 ( ( PUNCT iassist-1116 229 11 2024 2024 NUM iassist-1116 229 12 ) ) PUNCT iassist-1116 229 13 . . PUNCT iassist-1116 230 1 element element ADJ iassist-1116 230 2 usage usage NOUN iassist-1116 230 3 in in ADP iassist-1116 230 4 records record NOUN iassist-1116 230 5 mean mean VERB iassist-1116 230 6 median median PROPN iassist-1116 230 7 90th 90th PROPN iassist-1116 230 8 percentile percentile PROPN iassist-1116 230 9 max max PROPN iassist-1116 230 10 used use VERB iassist-1116 230 11 in in ADP iassist-1116 230 12 repos repos NOUN iassist-1116 230 13 abstract abstract NOUN iassist-1116 230 14 100.0 100.0 NUM iassist-1116 230 15 % % NOUN iassist-1116 230 16 1.2 1.2 NUM iassist-1116 230 17 1 1 NUM iassist-1116 230 18 2.0 2.0 NUM iassist-1116 230 19 13 13 NUM iassist-1116 230 20 29 29 NUM iassist-1116 230 21 accsplac accsplac NOUN iassist-1116 230 22 0.4 0.4 NUM iassist-1116 230 23 % % NOUN iassist-1116 230 24 1.8 1.8 NUM iassist-1116 230 25 2 2 NUM iassist-1116 230 26 2.0 2.0 NUM iassist-1116 230 27 2 2 NUM iassist-1116 230 28 6 6 NUM iassist-1116 230 29 actmin actmin NOUN iassist-1116 230 30 0.0 0.0 NUM iassist-1116 230 31 % % NOUN iassist-1116 230 32 1.0 1.0 NUM iassist-1116 230 33 1 1 NUM iassist-1116 230 34 1.0 1.0 NUM iassist-1116 230 35 1 1 NUM iassist-1116 230 36 5 5 NUM iassist-1116 230 37 alttitl alttitl NOUN iassist-1116 230 38 0.7 0.7 NUM iassist-1116 230 39 % % NOUN iassist-1116 230 40 1.2 1.2 NUM iassist-1116 230 41 1 1 NUM iassist-1116 230 42 2.0 2.0 NUM iassist-1116 230 43 2 2 NUM iassist-1116 230 44 17 17 NUM iassist-1116 230 45 anlyinfo anlyinfo NOUN iassist-1116 230 46 73.6 73.6 NUM iassist-1116 230 47 % % NOUN iassist-1116 230 48 1.0 1.0 NUM iassist-1116 230 49 1 1 NUM iassist-1116 230 50 1.0 1.0 NUM iassist-1116 230 51 2 2 NUM iassist-1116 230 52 23 23 NUM iassist-1116 230 53 anlyunit anlyunit NOUN iassist-1116 230 54 16.9 16.9 NUM iassist-1116 230 55 % % NOUN iassist-1116 230 56 1.6 1.6 NUM iassist-1116 230 57 1 1 NUM iassist-1116 230 58 3.0 3.0 NUM iassist-1116 230 59 24 24 NUM iassist-1116 230 60 16 16 NUM iassist-1116 230 61 authenty authenty NOUN iassist-1116 230 62 100.0 100.0 NUM iassist-1116 230 63 % % NOUN iassist-1116 230 64 2.1 2.1 NUM iassist-1116 230 65 1 1 NUM iassist-1116 230 66 4.0 4.0 NUM iassist-1116 230 67 338 338 NUM iassist-1116 230 68 29 29 NUM iassist-1116 230 69 avlstatus avlstatus NOUN iassist-1116 230 70 6.0 6.0 NUM iassist-1116 230 71 % % NOUN iassist-1116 230 72 1.1 1.1 NUM iassist-1116 230 73 1 1 NUM iassist-1116 230 74 1.0 1.0 NUM iassist-1116 230 75 2 2 NUM iassist-1116 230 76 7 7 NUM iassist-1116 230 77 biblcit biblcit NOUN iassist-1116 230 78 73.6 73.6 NUM iassist-1116 230 79 % % NOUN iassist-1116 230 80 1.2 1.2 NUM iassist-1116 230 81 1 1 NUM iassist-1116 230 82 2.0 2.0 NUM iassist-1116 230 83 379 379 NUM iassist-1116 230 84 23 23 NUM iassist-1116 230 85 caseqnty caseqnty NOUN iassist-1116 230 86 5.1 5.1 NUM iassist-1116 230 87 % % NOUN iassist-1116 230 88 1.0 1.0 NUM iassist-1116 230 89 1 1 NUM iassist-1116 230 90 1.0 1.0 NUM iassist-1116 230 91 1 1 NUM iassist-1116 230 92 1 1 NUM iassist-1116 230 93 catgry catgry NOUN iassist-1116 230 94 0.6 0.6 NUM iassist-1116 230 95 % % NOUN iassist-1116 230 96 886.0 886.0 NUM iassist-1116 230 97 641 641 NUM iassist-1116 230 98 1739.0 1739.0 NUM iassist-1116 230 99 13567 13567 NUM iassist-1116 230 100 1 1 NUM iassist-1116 230 101 citation citation NOUN iassist-1116 230 102 100.0 100.0 NUM iassist-1116 230 103 % % NOUN iassist-1116 230 104 3.1 3.1 NUM iassist-1116 230 105 2 2 NUM iassist-1116 230 106 3.0 3.0 NUM iassist-1116 230 107 421 421 NUM iassist-1116 230 108 29 29 NUM iassist-1116 230 109 citreq citreq NOUN iassist-1116 230 110 4.4 4.4 NUM iassist-1116 230 111 % % NOUN iassist-1116 230 112 1.5 1.5 NUM iassist-1116 230 113 2 2 NUM iassist-1116 230 114 2.0 2.0 NUM iassist-1116 230 115 2 2 NUM iassist-1116 230 116 15 15 NUM iassist-1116 230 117 cleanops cleanop NOUN iassist-1116 230 118 0.0 0.0 NUM iassist-1116 230 119 % % NOUN iassist-1116 230 120 1.0 1.0 NUM iassist-1116 230 121 1 1 NUM iassist-1116 230 122 1.0 1.0 NUM iassist-1116 230 123 1 1 NUM iassist-1116 230 124 9 9 NUM iassist-1116 230 125 codebook codebook NOUN iassist-1116 230 126 100.0 100.0 NUM iassist-1116 230 127 % % NOUN iassist-1116 230 128 1.0 1.0 NUM iassist-1116 230 129 1 1 NUM iassist-1116 230 130 1.0 1.0 NUM iassist-1116 230 131 1 1 NUM iassist-1116 230 132 29 29 NUM iassist-1116 230 133 colldate colldate NOUN iassist-1116 230 134 56.8 56.8 NUM iassist-1116 230 135 % % NOUN iassist-1116 230 136 2.1 2.1 NUM iassist-1116 230 137 2 2 NUM iassist-1116 230 138 2.0 2.0 NUM iassist-1116 230 139 162 162 NUM iassist-1116 230 140 25 25 NUM iassist-1116 230 141 collectortraining collectortraine VERB iassist-1116 230 142 0.0 0.0 NUM iassist-1116 230 143 % % NOUN iassist-1116 230 144 1.0 1.0 NUM iassist-1116 230 145 1 1 NUM iassist-1116 230 146 1.0 1.0 NUM iassist-1116 230 147 1 1 NUM iassist-1116 230 148 7 7 NUM iassist-1116 230 149 collmode collmode NOUN iassist-1116 230 150 21.6 21.6 NUM iassist-1116 230 151 % % NOUN iassist-1116 230 152 1.7 1.7 NUM iassist-1116 230 153 1 1 NUM iassist-1116 230 154 2.0 2.0 NUM iassist-1116 230 155 74 74 NUM iassist-1116 230 156 17 17 NUM iassist-1116 230 157 collsitu collsitu NOUN iassist-1116 230 158 0.0 0.0 NUM iassist-1116 230 159 % % NOUN iassist-1116 230 160 1.0 1.0 NUM iassist-1116 230 161 1 1 NUM iassist-1116 230 162 1.0 1.0 NUM iassist-1116 230 163 1 1 NUM iassist-1116 230 164 9 9 NUM iassist-1116 230 165 collsize collsize NOUN iassist-1116 230 166 0.1 0.1 NUM iassist-1116 230 167 % % NOUN iassist-1116 230 168 1.0 1.0 NUM iassist-1116 230 169 1 1 NUM iassist-1116 230 170 1.0 1.0 NUM iassist-1116 230 171 1 1 NUM iassist-1116 230 172 6 6 NUM iassist-1116 230 173 complete complete ADJ iassist-1116 230 174 0.0 0.0 NUM iassist-1116 230 175 % % NOUN iassist-1116 230 176 1.0 1.0 NUM iassist-1116 230 177 1 1 NUM iassist-1116 230 178 1.0 1.0 NUM iassist-1116 230 179 1 1 NUM iassist-1116 230 180 3 3 NUM iassist-1116 230 181 concept concept NOUN iassist-1116 230 182 14.7 14.7 NUM iassist-1116 230 183 % % NOUN iassist-1116 230 184 6.0 6.0 NUM iassist-1116 230 185 5 5 NUM iassist-1116 230 186 10.0 10.0 NUM iassist-1116 230 187 86 86 NUM iassist-1116 230 188 5 5 NUM iassist-1116 230 189 conditions condition NOUN iassist-1116 230 190 8.5 8.5 NUM iassist-1116 230 191 % % NOUN iassist-1116 230 192 1.0 1.0 NUM iassist-1116 230 193 1 1 NUM iassist-1116 230 194 1.0 1.0 NUM iassist-1116 230 195 2 2 NUM iassist-1116 230 196 11 11 NUM iassist-1116 230 197 confdec confdec NOUN iassist-1116 230 198 0.1 0.1 NUM iassist-1116 230 199 % % NOUN iassist-1116 230 200 1.0 1.0 NUM iassist-1116 230 201 1 1 NUM iassist-1116 230 202 1.0 1.0 NUM iassist-1116 230 203 1 1 NUM iassist-1116 230 204 10 10 NUM iassist-1116 230 205 conops conop NOUN iassist-1116 230 206 0.0 0.0 NUM iassist-1116 230 207 % % NOUN iassist-1116 230 208 1.0 1.0 NUM iassist-1116 230 209 1 1 NUM iassist-1116 230 210 1.0 1.0 NUM iassist-1116 230 211 1 1 NUM iassist-1116 230 212 4 4 NUM iassist-1116 230 213 contact contact NOUN iassist-1116 230 214 73.2 73.2 NUM iassist-1116 230 215 % % NOUN iassist-1116 230 216 1.0 1.0 NUM iassist-1116 230 217 1 1 NUM iassist-1116 230 218 1.0 1.0 NUM iassist-1116 230 219 12 12 NUM iassist-1116 230 220 23 23 NUM iassist-1116 230 221 copyright copyright NOUN iassist-1116 230 222 12.2 12.2 NUM iassist-1116 230 223 % % NOUN iassist-1116 230 224 1.7 1.7 NUM iassist-1116 230 225 1 1 NUM iassist-1116 230 226 4.0 4.0 NUM iassist-1116 230 227 5 5 NUM iassist-1116 230 228 4 4 NUM iassist-1116 230 229 dataaccs dataaccs NOUN iassist-1116 230 230 99.9 99.9 NUM iassist-1116 230 231 % % NOUN iassist-1116 230 232 1.0 1.0 NUM iassist-1116 230 233 1 1 NUM iassist-1116 230 234 1.0 1.0 NUM iassist-1116 230 235 2 2 NUM iassist-1116 230 236 29 29 NUM iassist-1116 230 237 dataappr dataappr VERB iassist-1116 230 238 0.0 0.0 NUM iassist-1116 230 239 % % NOUN iassist-1116 230 240 1.0 1.0 NUM iassist-1116 230 241 1 1 NUM iassist-1116 230 242 1.0 1.0 NUM iassist-1116 230 243 1 1 NUM iassist-1116 230 244 1 1 NUM iassist-1116 230 245 datacoll datacoll NOUN iassist-1116 230 246 95.8 95.8 NUM iassist-1116 230 247 % % NOUN iassist-1116 230 248 1.0 1.0 NUM iassist-1116 230 249 1 1 NUM iassist-1116 230 250 1.0 1.0 NUM iassist-1116 230 251 2 2 NUM iassist-1116 230 252 27 27 NUM iassist-1116 230 253 datacollector datacollector NOUN iassist-1116 230 254 5.5 5.5 NUM iassist-1116 230 255 % % NOUN iassist-1116 230 256 1.0 1.0 NUM iassist-1116 230 257 1 1 NUM iassist-1116 230 258 1.0 1.0 NUM iassist-1116 230 259 1 1 NUM iassist-1116 230 260 11 11 NUM iassist-1116 230 261 datadscr datadscr NOUN iassist-1116 230 262 0.7 0.7 NUM iassist-1116 230 263 % % NOUN iassist-1116 230 264 1.0 1.0 NUM iassist-1116 230 265 1 1 NUM iassist-1116 230 266 1.0 1.0 NUM iassist-1116 230 267 1 1 NUM iassist-1116 230 268 1 1 NUM iassist-1116 230 269 datakind datakind NOUN iassist-1116 230 270 28.5 28.5 NUM iassist-1116 230 271 % % NOUN iassist-1116 230 272 1.2 1.2 NUM iassist-1116 230 273 1 1 NUM iassist-1116 230 274 2.0 2.0 NUM iassist-1116 230 275 35 35 NUM iassist-1116 230 276 25 25 NUM iassist-1116 230 277 datasrc datasrc NOUN iassist-1116 230 278 1.2 1.2 NUM iassist-1116 230 279 % % NOUN iassist-1116 230 280 1.5 1.5 NUM iassist-1116 230 281 1 1 NUM iassist-1116 230 282 1.0 1.0 NUM iassist-1116 230 283 67 67 NUM iassist-1116 230 284 16 16 NUM iassist-1116 230 285 depdate depdate VERB iassist-1116 230 286 69.1 69.1 NUM iassist-1116 230 287 % % NOUN iassist-1116 230 288 1.0 1.0 NUM iassist-1116 230 289 1 1 NUM iassist-1116 230 290 1.0 1.0 NUM iassist-1116 230 291 1 1 NUM iassist-1116 230 292 22 22 NUM iassist-1116 230 293 depositr depositr NOUN iassist-1116 230 294 64.5 64.5 NUM iassist-1116 230 295 % % NOUN iassist-1116 230 296 1.0 1.0 NUM iassist-1116 230 297 1 1 NUM iassist-1116 230 298 1.0 1.0 NUM iassist-1116 230 299 2 2 NUM iassist-1116 230 300 23 23 NUM iassist-1116 230 301 deposreq deposreq VERB iassist-1116 230 302 3.6 3.6 NUM iassist-1116 230 303 % % NOUN iassist-1116 230 304 1.6 1.6 NUM iassist-1116 230 305 2 2 NUM iassist-1116 230 306 2.0 2.0 NUM iassist-1116 230 307 2 2 NUM iassist-1116 230 308 7 7 NUM iassist-1116 230 309 deviat deviat NOUN iassist-1116 230 310 0.0 0.0 NUM iassist-1116 230 311 % % NOUN iassist-1116 230 312 1.0 1.0 NUM iassist-1116 230 313 1 1 NUM iassist-1116 230 314 1.0 1.0 NUM iassist-1116 230 315 1 1 NUM iassist-1116 230 316 5 5 NUM iassist-1116 230 317 dimensns dimensns NOUN iassist-1116 230 318 5.1 5.1 NUM iassist-1116 230 319 % % NOUN iassist-1116 230 320 1.0 1.0 NUM iassist-1116 230 321 1 1 NUM iassist-1116 230 322 1.0 1.0 NUM iassist-1116 230 323 1 1 NUM iassist-1116 230 324 1 1 NUM iassist-1116 230 325 disclaimer disclaimer NOUN iassist-1116 230 326 0.9 0.9 NUM iassist-1116 230 327 % % NOUN iassist-1116 230 328 1.0 1.0 NUM iassist-1116 230 329 1 1 NUM iassist-1116 230 330 1.0 1.0 NUM iassist-1116 230 331 1 1 NUM iassist-1116 230 332 6 6 NUM iassist-1116 230 333 distdate distdate VERB iassist-1116 230 334 92.5 92.5 NUM iassist-1116 230 335 % % NOUN iassist-1116 230 336 1.9 1.9 NUM iassist-1116 230 337 2 2 NUM iassist-1116 230 338 2.0 2.0 NUM iassist-1116 230 339 419 419 NUM iassist-1116 230 340 28 28 NUM iassist-1116 230 341 distrbtr distrbtr VERB iassist-1116 230 342 96.2 96.2 NUM iassist-1116 230 343 % % NOUN iassist-1116 230 344 2.3 2.3 NUM iassist-1116 230 345 2 2 NUM iassist-1116 230 346 3.0 3.0 NUM iassist-1116 230 347 9 9 NUM iassist-1116 230 348 28 28 NUM iassist-1116 230 349 diststmt diststmt NOUN iassist-1116 230 350 100.0 100.0 NUM iassist-1116 230 351 % % NOUN iassist-1116 230 352 2.1 2.1 NUM iassist-1116 230 353 2 2 NUM iassist-1116 230 354 2.0 2.0 NUM iassist-1116 230 355 418 418 NUM iassist-1116 230 356 29 29 NUM iassist-1116 230 357 docdscr docdscr NOUN iassist-1116 230 358 99.7 99.7 NUM iassist-1116 230 359 % % NOUN iassist-1116 230 360 1.0 1.0 NUM iassist-1116 230 361 1 1 NUM iassist-1116 230 362 1.0 1.0 NUM iassist-1116 230 363 2 2 NUM iassist-1116 230 364 28 28 NUM iassist-1116 230 365 eastbl eastbl NOUN iassist-1116 230 366 41.3 41.3 NUM iassist-1116 230 367 % % NOUN iassist-1116 230 368 1.0 1.0 NUM iassist-1116 230 369 1 1 NUM iassist-1116 230 370 1.0 1.0 NUM iassist-1116 230 371 18 18 NUM iassist-1116 230 372 12 12 NUM iassist-1116 230 373 estsmperr estsmperr NOUN iassist-1116 230 374 0.0 0.0 NUM iassist-1116 230 375 % % NOUN iassist-1116 230 376 1.0 1.0 NUM iassist-1116 230 377 1 1 NUM iassist-1116 230 378 1.0 1.0 NUM iassist-1116 230 379 1 1 NUM iassist-1116 230 380 3 3 NUM iassist-1116 230 381 extlink extlink NOUN iassist-1116 230 382 12.1 12.1 NUM iassist-1116 230 383 % % NOUN iassist-1116 230 384 1.2 1.2 NUM iassist-1116 230 385 1 1 NUM iassist-1116 230 386 1.0 1.0 NUM iassist-1116 230 387 55 55 NUM iassist-1116 230 388 24 24 NUM iassist-1116 230 389 filedscr filedscr NOUN iassist-1116 230 390 20.9 20.9 NUM iassist-1116 230 391 % % NOUN iassist-1116 230 392 1.0 1.0 NUM iassist-1116 230 393 1 1 NUM iassist-1116 230 394 1.0 1.0 NUM iassist-1116 230 395 8 8 NUM iassist-1116 230 396 5 5 NUM iassist-1116 230 397 filename filename NOUN iassist-1116 230 398 4.2 4.2 NUM iassist-1116 230 399 % % NOUN iassist-1116 230 400 1.4 1.4 NUM iassist-1116 230 401 1 1 NUM iassist-1116 230 402 2.0 2.0 NUM iassist-1116 230 403 192 192 NUM iassist-1116 230 404 3 3 NUM iassist-1116 230 405 filetxt filetxt ADJ iassist-1116 230 406 11.6 11.6 NUM iassist-1116 230 407 % % NOUN iassist-1116 230 408 1.2 1.2 NUM iassist-1116 230 409 1 1 NUM iassist-1116 230 410 2.0 2.0 NUM iassist-1116 230 411 192 192 NUM iassist-1116 230 412 5 5 NUM iassist-1116 230 413 filetype filetype NOUN iassist-1116 230 414 5.1 5.1 NUM iassist-1116 230 415 % % NOUN iassist-1116 230 416 1.0 1.0 NUM iassist-1116 230 417 1 1 NUM iassist-1116 230 418 1.0 1.0 NUM iassist-1116 230 419 1 1 NUM iassist-1116 230 420 1 1 NUM iassist-1116 230 421 frequenc frequenc NOUN iassist-1116 230 422 0.1 0.1 NUM iassist-1116 230 423 % % NOUN iassist-1116 230 424 1.0 1.0 NUM iassist-1116 230 425 1 1 NUM iassist-1116 230 426 1.0 1.0 NUM iassist-1116 230 427 1 1 NUM iassist-1116 230 428 10 10 NUM iassist-1116 230 429 fundag fundag NOUN iassist-1116 230 430 4.4 4.4 NUM iassist-1116 230 431 % % NOUN iassist-1116 230 432 1.6 1.6 NUM iassist-1116 230 433 1 1 NUM iassist-1116 230 434 2.0 2.0 NUM iassist-1116 230 435 23 23 NUM iassist-1116 230 436 3 3 NUM iassist-1116 230 437 geobndbox geobndbox NOUN iassist-1116 230 438 41.2 41.2 NUM iassist-1116 230 439 % % NOUN iassist-1116 230 440 1.0 1.0 NUM iassist-1116 230 441 1 1 NUM iassist-1116 230 442 1.0 1.0 NUM iassist-1116 230 443 19 19 NUM iassist-1116 230 444 13 13 NUM iassist-1116 230 445 geogcover geogcover NOUN iassist-1116 230 446 55.4 55.4 NUM iassist-1116 230 447 % % NOUN iassist-1116 230 448 2.1 2.1 NUM iassist-1116 230 449 2 2 NUM iassist-1116 230 450 2.0 2.0 NUM iassist-1116 230 451 638 638 NUM iassist-1116 230 452 22 22 NUM iassist-1116 230 453 geogunit geogunit NOUN iassist-1116 230 454 13.0 13.0 NUM iassist-1116 230 455 % % NOUN iassist-1116 230 456 1.0 1.0 NUM iassist-1116 230 457 1 1 NUM iassist-1116 230 458 1.0 1.0 NUM iassist-1116 230 459 28 28 NUM iassist-1116 230 460 15 15 NUM iassist-1116 230 461 grantno grantno NOUN iassist-1116 230 462 6.3 6.3 NUM iassist-1116 230 463 % % NOUN iassist-1116 230 464 1.3 1.3 NUM iassist-1116 230 465 1 1 NUM iassist-1116 230 466 2.0 2.0 NUM iassist-1116 230 467 19 19 NUM iassist-1116 230 468 21 21 NUM iassist-1116 230 469 holdings holding NOUN iassist-1116 230 470 59.8 59.8 NUM iassist-1116 230 471 % % NOUN iassist-1116 230 472 2.4 2.4 NUM iassist-1116 230 473 1 1 NUM iassist-1116 230 474 4.0 4.0 NUM iassist-1116 230 475 421 421 NUM iassist-1116 230 476 22 22 NUM iassist-1116 230 477 idno idno PROPN iassist-1116 230 478 100.0 100.0 NUM iassist-1116 230 479 % % NOUN iassist-1116 230 480 2.5 2.5 NUM iassist-1116 230 481 2 2 NUM iassist-1116 230 482 4.0 4.0 NUM iassist-1116 230 483 423 423 NUM iassist-1116 230 484 29 29 NUM iassist-1116 230 485 keyword keyword NOUN iassist-1116 230 486 84.4 84.4 NUM iassist-1116 230 487 % % NOUN iassist-1116 230 488 7.5 7.5 NUM iassist-1116 230 489 3 3 NUM iassist-1116 230 490 13.0 13.0 NUM iassist-1116 230 491 721 721 NUM iassist-1116 230 492 27 27 NUM iassist-1116 230 493 labl labl NOUN iassist-1116 230 494 48.6 48.6 NUM iassist-1116 230 495 % % NOUN iassist-1116 230 496 39.6 39.6 NUM iassist-1116 230 497 1 1 NUM iassist-1116 230 498 20.0 20.0 NUM iassist-1116 230 499 64491 64491 NUM iassist-1116 230 500 23 23 NUM iassist-1116 230 501 method method NOUN iassist-1116 230 502 95.8 95.8 NUM iassist-1116 230 503 % % NOUN iassist-1116 230 504 1.0 1.0 NUM iassist-1116 230 505 1 1 NUM iassist-1116 230 506 1.0 1.0 NUM iassist-1116 230 507 2 2 NUM iassist-1116 230 508 27 27 NUM iassist-1116 230 509 nation nation NOUN iassist-1116 230 510 53.3 53.3 NUM iassist-1116 230 511 % % NOUN iassist-1116 230 512 2.3 2.3 NUM iassist-1116 230 513 1 1 NUM iassist-1116 230 514 2.0 2.0 NUM iassist-1116 230 515 390 390 NUM iassist-1116 230 516 24 24 NUM iassist-1116 230 517 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 PROPN iassist-1116 230 518 14/15 14/15 NUM iassist-1116 230 519 wenzig wenzig NOUN iassist-1116 230 520 , , PUNCT iassist-1116 230 521 knut knut PROPN iassist-1116 230 522 & & CCONJ iassist-1116 230 523 han han PROPN iassist-1116 230 524 , , PUNCT iassist-1116 230 525 xiaoyao xiaoyao PROPN iassist-1116 230 526 ( ( PUNCT iassist-1116 230 527 2024 2024 NUM iassist-1116 230 528 ) ) PUNCT iassist-1116 230 529 state state NOUN iassist-1116 230 530 of of ADP iassist-1116 230 531 the the DET iassist-1116 230 532 ddi ddi PROPN iassist-1116 230 533 cloud cloud NOUN iassist-1116 230 534 , , PUNCT iassist-1116 230 535 iassist iassist VERB iassist-1116 230 536 quarterly quarterly ADJ iassist-1116 230 537 48(4 48(4 NUM iassist-1116 230 538 ) ) PUNCT iassist-1116 230 539 , , PUNCT iassist-1116 230 540 pp pp PROPN iassist-1116 230 541 . . PUNCT iassist-1116 231 1 1 1 NUM iassist-1116 231 2 - - SYM iassist-1116 231 3 15 15 NUM iassist-1116 231 4 . . PUNCT iassist-1116 232 1 doi doi NOUN iassist-1116 232 2 : : PUNCT iassist-1116 232 3 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 ADP iassist-1116 232 4 element element ADJ iassist-1116 232 5 usage usage NOUN iassist-1116 232 6 in in ADP iassist-1116 232 7 records record NOUN iassist-1116 232 8 mean mean VERB iassist-1116 232 9 median median PROPN iassist-1116 232 10 90th 90th PROPN iassist-1116 232 11 percentile percentile PROPN iassist-1116 232 12 max max PROPN iassist-1116 232 13 used use VERB iassist-1116 232 14 in in ADP iassist-1116 232 15 repos repos NOUN iassist-1116 232 16 northbl northbl VERB iassist-1116 232 17 41.3 41.3 NUM iassist-1116 232 18 % % NOUN iassist-1116 232 19 1.0 1.0 NUM iassist-1116 232 20 1 1 NUM iassist-1116 232 21 1.0 1.0 NUM iassist-1116 232 22 19 19 NUM iassist-1116 232 23 13 13 NUM iassist-1116 232 24 notes note NOUN iassist-1116 232 25 78.4 78.4 NUM iassist-1116 232 26 % % NOUN iassist-1116 232 27 14.4 14.4 NUM iassist-1116 232 28 2 2 NUM iassist-1116 232 29 9.0 9.0 NUM iassist-1116 232 30 64491 64491 NUM iassist-1116 232 31 24 24 NUM iassist-1116 232 32 origarch origarch NOUN iassist-1116 232 33 0.3 0.3 NUM iassist-1116 232 34 % % NOUN iassist-1116 232 35 1.0 1.0 NUM iassist-1116 232 36 1 1 NUM iassist-1116 232 37 1.0 1.0 NUM iassist-1116 232 38 1 1 NUM iassist-1116 232 39 5 5 NUM iassist-1116 232 40 othermat othermat NOUN iassist-1116 232 41 47.9 47.9 NUM iassist-1116 232 42 % % NOUN iassist-1116 232 43 22.1 22.1 NUM iassist-1116 232 44 1 1 NUM iassist-1116 232 45 16.0 16.0 NUM iassist-1116 232 46 64491 64491 NUM iassist-1116 232 47 22 22 NUM iassist-1116 232 48 othid othid NOUN iassist-1116 232 49 10.0 10.0 NUM iassist-1116 232 50 % % NOUN iassist-1116 232 51 2.7 2.7 NUM iassist-1116 232 52 2 2 NUM iassist-1116 232 53 4.0 4.0 NUM iassist-1116 232 54 130 130 NUM iassist-1116 232 55 16 16 NUM iassist-1116 232 56 othrefs othref VERB iassist-1116 232 57 5.3 5.3 NUM iassist-1116 232 58 % % NOUN iassist-1116 232 59 1.2 1.2 NUM iassist-1116 232 60 1 1 NUM iassist-1116 232 61 2.0 2.0 NUM iassist-1116 232 62 14 14 NUM iassist-1116 232 63 12 12 NUM iassist-1116 232 64 othrstdymat othrstdymat ADJ iassist-1116 232 65 91.7 91.7 NUM iassist-1116 232 66 % % NOUN iassist-1116 232 67 1.0 1.0 NUM iassist-1116 232 68 1 1 NUM iassist-1116 232 69 1.0 1.0 NUM iassist-1116 232 70 2 2 NUM iassist-1116 232 71 26 26 NUM iassist-1116 232 72 partitl partitl NOUN iassist-1116 232 73 12.0 12.0 NUM iassist-1116 232 74 % % NOUN iassist-1116 232 75 1.3 1.3 NUM iassist-1116 232 76 1 1 NUM iassist-1116 232 77 2.0 2.0 NUM iassist-1116 232 78 3 3 NUM iassist-1116 232 79 6 6 NUM iassist-1116 232 80 proddate proddate NOUN iassist-1116 232 81 41.1 41.1 NUM iassist-1116 232 82 % % NOUN iassist-1116 232 83 1.1 1.1 NUM iassist-1116 232 84 1 1 NUM iassist-1116 232 85 1.0 1.0 NUM iassist-1116 232 86 2 2 NUM iassist-1116 232 87 22 22 NUM iassist-1116 232 88 prodplac prodplac NOUN iassist-1116 232 89 48.5 48.5 NUM iassist-1116 232 90 % % NOUN iassist-1116 232 91 1.0 1.0 NUM iassist-1116 232 92 1 1 NUM iassist-1116 232 93 1.0 1.0 NUM iassist-1116 232 94 1 1 NUM iassist-1116 232 95 20 20 NUM iassist-1116 232 96 prodstmt prodstmt NOUN iassist-1116 232 97 97.0 97.0 NUM iassist-1116 232 98 % % NOUN iassist-1116 232 99 1.2 1.2 NUM iassist-1116 232 100 1 1 NUM iassist-1116 232 101 2.0 2.0 NUM iassist-1116 232 102 2 2 NUM iassist-1116 232 103 28 28 NUM iassist-1116 232 104 producer producer NOUN iassist-1116 232 105 49.9 49.9 NUM iassist-1116 232 106 % % NOUN iassist-1116 232 107 1.1 1.1 NUM iassist-1116 232 108 1 1 NUM iassist-1116 232 109 2.0 2.0 NUM iassist-1116 232 110 14 14 NUM iassist-1116 232 111 24 24 NUM iassist-1116 232 112 qstn qstn VERB iassist-1116 232 113 0.7 0.7 NUM iassist-1116 232 114 % % NOUN iassist-1116 232 115 163.3 163.3 NUM iassist-1116 232 116 119 119 NUM iassist-1116 232 117 337.3 337.3 NUM iassist-1116 232 118 3188 3188 NUM iassist-1116 232 119 1 1 NUM iassist-1116 232 120 qstnlit qstnlit VERB iassist-1116 232 121 0.7 0.7 NUM iassist-1116 232 122 % % NOUN iassist-1116 232 123 220.3 220.3 NUM iassist-1116 232 124 133 133 NUM iassist-1116 232 125 468.0 468.0 NUM iassist-1116 232 126 6376 6376 NUM iassist-1116 232 127 1 1 NUM iassist-1116 232 128 relmat relmat NOUN iassist-1116 232 129 7.1 7.1 NUM iassist-1116 232 130 % % NOUN iassist-1116 232 131 6.4 6.4 NUM iassist-1116 232 132 4 4 NUM iassist-1116 232 133 14.0 14.0 NUM iassist-1116 232 134 201 201 NUM iassist-1116 232 135 18 18 NUM iassist-1116 232 136 relpubl relpubl NOUN iassist-1116 232 137 20.4 20.4 NUM iassist-1116 232 138 % % NOUN iassist-1116 232 139 2.8 2.8 NUM iassist-1116 232 140 1 1 NUM iassist-1116 232 141 3.0 3.0 NUM iassist-1116 232 142 417 417 NUM iassist-1116 232 143 26 26 NUM iassist-1116 232 144 relstdy relstdy NOUN iassist-1116 232 145 0.7 0.7 NUM iassist-1116 232 146 % % NOUN iassist-1116 232 147 2.1 2.1 NUM iassist-1116 232 148 1 1 NUM iassist-1116 232 149 4.0 4.0 NUM iassist-1116 232 150 23 23 NUM iassist-1116 232 151 18 18 NUM iassist-1116 232 152 resinstru resinstru NOUN iassist-1116 232 153 1.0 1.0 NUM iassist-1116 232 154 % % NOUN iassist-1116 232 155 1.0 1.0 NUM iassist-1116 232 156 1 1 NUM iassist-1116 232 157 1.0 1.0 NUM iassist-1116 232 158 1 1 NUM iassist-1116 232 159 9 9 NUM iassist-1116 232 160 resprate resprate NOUN iassist-1116 232 161 0.4 0.4 NUM iassist-1116 232 162 % % NOUN iassist-1116 232 163 1.9 1.9 NUM iassist-1116 232 164 2 2 NUM iassist-1116 232 165 2.0 2.0 NUM iassist-1116 232 166 2 2 NUM iassist-1116 232 167 9 9 NUM iassist-1116 232 168 restrctn restrctn NOUN iassist-1116 232 169 21.3 21.3 NUM iassist-1116 232 170 % % NOUN iassist-1116 232 171 1.7 1.7 NUM iassist-1116 232 172 2 2 NUM iassist-1116 232 173 2.0 2.0 NUM iassist-1116 232 174 6 6 NUM iassist-1116 232 175 15 15 NUM iassist-1116 232 176 rspstmt rspstmt VERB iassist-1116 232 177 100.0 100.0 NUM iassist-1116 232 178 % % NOUN iassist-1116 232 179 1.1 1.1 NUM iassist-1116 232 180 1 1 NUM iassist-1116 232 181 1.0 1.0 NUM iassist-1116 232 182 2 2 NUM iassist-1116 232 183 29 29 NUM iassist-1116 232 184 samplesize samplesize NOUN iassist-1116 232 185 0.2 0.2 NUM iassist-1116 232 186 % % NOUN iassist-1116 232 187 1.0 1.0 NUM iassist-1116 232 188 1 1 NUM iassist-1116 232 189 1.0 1.0 NUM iassist-1116 232 190 1 1 NUM iassist-1116 232 191 7 7 NUM iassist-1116 232 192 samplesizeformula samplesizeformula NOUN iassist-1116 232 193 0.0 0.0 NUM iassist-1116 232 194 % % NOUN iassist-1116 232 195 1.0 1.0 NUM iassist-1116 232 196 1 1 NUM iassist-1116 232 197 1.0 1.0 NUM iassist-1116 232 198 1 1 NUM iassist-1116 232 199 2 2 NUM iassist-1116 232 200 sampproc sampproc NOUN iassist-1116 232 201 19.9 19.9 NUM iassist-1116 232 202 % % NOUN iassist-1116 232 203 1.7 1.7 NUM iassist-1116 232 204 1 1 NUM iassist-1116 232 205 2.0 2.0 NUM iassist-1116 232 206 14 14 NUM iassist-1116 232 207 17 17 NUM iassist-1116 232 208 serinfo serinfo NOUN iassist-1116 232 209 1.7 1.7 NUM iassist-1116 232 210 % % NOUN iassist-1116 232 211 1.9 1.9 NUM iassist-1116 232 212 2 2 NUM iassist-1116 232 213 2.0 2.0 NUM iassist-1116 232 214 4 4 NUM iassist-1116 232 215 16 16 NUM iassist-1116 232 216 sername sername NOUN iassist-1116 232 217 3.3 3.3 NUM iassist-1116 232 218 % % NOUN iassist-1116 232 219 1.4 1.4 NUM iassist-1116 232 220 1 1 NUM iassist-1116 232 221 2.0 2.0 NUM iassist-1116 232 222 4 4 NUM iassist-1116 232 223 17 17 NUM iassist-1116 232 224 serstmt serstmt NOUN iassist-1116 232 225 3.7 3.7 NUM iassist-1116 232 226 % % NOUN iassist-1116 232 227 1.4 1.4 NUM iassist-1116 232 228 1 1 NUM iassist-1116 232 229 2.0 2.0 NUM iassist-1116 232 230 4 4 NUM iassist-1116 232 231 19 19 NUM iassist-1116 232 232 setavail setavail NOUN iassist-1116 232 233 77.6 77.6 NUM iassist-1116 232 234 % % NOUN iassist-1116 232 235 1.0 1.0 NUM iassist-1116 232 236 1 1 NUM iassist-1116 232 237 1.0 1.0 NUM iassist-1116 232 238 2 2 NUM iassist-1116 232 239 23 23 NUM iassist-1116 232 240 software software NOUN iassist-1116 232 241 1.2 1.2 NUM iassist-1116 232 242 % % NOUN iassist-1116 232 243 1.4 1.4 NUM iassist-1116 232 244 1 1 NUM iassist-1116 232 245 2.0 2.0 NUM iassist-1116 232 246 12 12 NUM iassist-1116 232 247 14 14 NUM iassist-1116 232 248 sources source NOUN iassist-1116 232 249 73.1 73.1 NUM iassist-1116 232 250 % % NOUN iassist-1116 232 251 1.0 1.0 NUM iassist-1116 232 252 1 1 NUM iassist-1116 232 253 1.0 1.0 NUM iassist-1116 232 254 1 1 NUM iassist-1116 232 255 22 22 NUM iassist-1116 232 256 southbl southbl VERB iassist-1116 232 257 41.2 41.2 NUM iassist-1116 232 258 % % NOUN iassist-1116 232 259 1.0 1.0 NUM iassist-1116 232 260 1 1 NUM iassist-1116 232 261 1.0 1.0 NUM iassist-1116 232 262 18 18 NUM iassist-1116 232 263 12 12 NUM iassist-1116 232 264 specperm specperm NOUN iassist-1116 232 265 0.5 0.5 NUM iassist-1116 232 266 % % NOUN iassist-1116 232 267 1.0 1.0 NUM iassist-1116 232 268 1 1 NUM iassist-1116 232 269 1.0 1.0 NUM iassist-1116 232 270 1 1 NUM iassist-1116 232 271 7 7 NUM iassist-1116 232 272 srcchar srcchar NOUN iassist-1116 232 273 0.0 0.0 NUM iassist-1116 232 274 % % NOUN iassist-1116 232 275 1.0 1.0 NUM iassist-1116 232 276 1 1 NUM iassist-1116 232 277 1.0 1.0 NUM iassist-1116 232 278 1 1 NUM iassist-1116 232 279 8 8 NUM iassist-1116 232 280 srcdocu srcdocu NOUN iassist-1116 232 281 0.1 0.1 NUM iassist-1116 232 282 % % NOUN iassist-1116 232 283 1.0 1.0 NUM iassist-1116 232 284 1 1 NUM iassist-1116 232 285 1.0 1.0 NUM iassist-1116 232 286 1 1 NUM iassist-1116 232 287 9 9 NUM iassist-1116 232 288 srcorig srcorig NUM iassist-1116 232 289 0.6 0.6 NUM iassist-1116 232 290 % % NOUN iassist-1116 232 291 1.0 1.0 NUM iassist-1116 232 292 1 1 NUM iassist-1116 232 293 1.0 1.0 NUM iassist-1116 232 294 1 1 NUM iassist-1116 232 295 12 12 NUM iassist-1116 232 296 stdydscr stdydscr NOUN iassist-1116 232 297 100.0 100.0 NUM iassist-1116 232 298 % % NOUN iassist-1116 232 299 1.0 1.0 NUM iassist-1116 232 300 1 1 NUM iassist-1116 232 301 1.0 1.0 NUM iassist-1116 232 302 1 1 NUM iassist-1116 232 303 29 29 NUM iassist-1116 232 304 stdyinfo stdyinfo NOUN iassist-1116 232 305 100.0 100.0 NUM iassist-1116 232 306 % % NOUN iassist-1116 232 307 1.0 1.0 NUM iassist-1116 232 308 1 1 NUM iassist-1116 232 309 1.0 1.0 NUM iassist-1116 232 310 2 2 NUM iassist-1116 232 311 29 29 NUM iassist-1116 232 312 subject subject NOUN iassist-1116 232 313 100.0 100.0 NUM iassist-1116 232 314 % % NOUN iassist-1116 232 315 1.0 1.0 NUM iassist-1116 232 316 1 1 NUM iassist-1116 232 317 1.0 1.0 NUM iassist-1116 232 318 2 2 NUM iassist-1116 232 319 29 29 NUM iassist-1116 232 320 subtitl subtitl VERB iassist-1116 232 321 0.9 0.9 NUM iassist-1116 232 322 % % NOUN iassist-1116 232 323 1.0 1.0 NUM iassist-1116 232 324 1 1 NUM iassist-1116 232 325 1.0 1.0 NUM iassist-1116 232 326 2 2 NUM iassist-1116 232 327 18 18 NUM iassist-1116 232 328 sumdscr sumdscr NOUN iassist-1116 232 329 100.0 100.0 NUM iassist-1116 232 330 % % NOUN iassist-1116 232 331 1.0 1.0 NUM iassist-1116 232 332 1 1 NUM iassist-1116 232 333 1.0 1.0 NUM iassist-1116 232 334 2 2 NUM iassist-1116 232 335 29 29 NUM iassist-1116 232 336 targetsamplesize targetsamplesize NOUN iassist-1116 232 337 0.2 0.2 NUM iassist-1116 232 338 % % NOUN iassist-1116 232 339 1.0 1.0 NUM iassist-1116 232 340 1 1 NUM iassist-1116 232 341 1.0 1.0 NUM iassist-1116 232 342 1 1 NUM iassist-1116 232 343 7 7 NUM iassist-1116 232 344 timemeth timemeth NOUN iassist-1116 232 345 16.3 16.3 NUM iassist-1116 232 346 % % NOUN iassist-1116 232 347 1.5 1.5 NUM iassist-1116 232 348 1 1 NUM iassist-1116 232 349 2.0 2.0 NUM iassist-1116 232 350 10 10 NUM iassist-1116 232 351 14 14 NUM iassist-1116 232 352 timeprd timeprd NOUN iassist-1116 232 353 34.8 34.8 NUM iassist-1116 232 354 % % NOUN iassist-1116 232 355 2.0 2.0 NUM iassist-1116 232 356 2 2 NUM iassist-1116 232 357 2.0 2.0 NUM iassist-1116 232 358 9 9 NUM iassist-1116 232 359 21 21 NUM iassist-1116 232 360 titl titl NOUN iassist-1116 232 361 100.0 100.0 NUM iassist-1116 232 362 % % NOUN iassist-1116 232 363 2.9 2.9 NUM iassist-1116 232 364 2 2 NUM iassist-1116 232 365 3.0 3.0 NUM iassist-1116 232 366 421 421 NUM iassist-1116 232 367 29 29 NUM iassist-1116 232 368 titlstmt titlstmt NOUN iassist-1116 232 369 100.0 100.0 NUM iassist-1116 232 370 % % NOUN iassist-1116 232 371 3.0 3.0 NUM iassist-1116 232 372 2 2 NUM iassist-1116 232 373 3.0 3.0 NUM iassist-1116 232 374 421 421 NUM iassist-1116 232 375 29 29 NUM iassist-1116 232 376 topcclas topccla NOUN iassist-1116 232 377 30.1 30.1 NUM iassist-1116 232 378 % % NOUN iassist-1116 232 379 4.8 4.8 NUM iassist-1116 232 380 3 3 NUM iassist-1116 232 381 10.0 10.0 NUM iassist-1116 232 382 128 128 NUM iassist-1116 232 383 24 24 NUM iassist-1116 232 384 txt txt NOUN iassist-1116 232 385 47.4 47.4 NUM iassist-1116 232 386 % % NOUN iassist-1116 232 387 22.2 22.2 NUM iassist-1116 232 388 1 1 NUM iassist-1116 232 389 16.0 16.0 NUM iassist-1116 232 390 64491 64491 NUM iassist-1116 232 391 22 22 NUM iassist-1116 232 392 universe universe NOUN iassist-1116 232 393 15.4 15.4 NUM iassist-1116 232 394 % % NOUN iassist-1116 232 395 1.3 1.3 NUM iassist-1116 232 396 1 1 NUM iassist-1116 232 397 2.0 2.0 NUM iassist-1116 232 398 6 6 NUM iassist-1116 232 399 16 16 NUM iassist-1116 232 400 usestmt usestmt NOUN iassist-1116 232 401 98.7 98.7 NUM iassist-1116 232 402 % % NOUN iassist-1116 232 403 1.0 1.0 NUM iassist-1116 232 404 1 1 NUM iassist-1116 232 405 1.0 1.0 NUM iassist-1116 232 406 1 1 NUM iassist-1116 232 407 24 24 NUM iassist-1116 232 408 var var NOUN iassist-1116 232 409 0.7 0.7 NUM iassist-1116 232 410 % % NOUN iassist-1116 232 411 163.3 163.3 NUM iassist-1116 232 412 119 119 NUM iassist-1116 232 413 337.3 337.3 NUM iassist-1116 232 414 3188 3188 NUM iassist-1116 232 415 1 1 NUM iassist-1116 232 416 varqnty varqnty NOUN iassist-1116 232 417 5.1 5.1 NUM iassist-1116 232 418 % % NOUN iassist-1116 232 419 1.0 1.0 NUM iassist-1116 232 420 1 1 NUM iassist-1116 232 421 1.0 1.0 NUM iassist-1116 232 422 1 1 NUM iassist-1116 232 423 1 1 NUM iassist-1116 232 424 verresp verresp NOUN iassist-1116 232 425 5.1 5.1 NUM iassist-1116 232 426 % % NOUN iassist-1116 232 427 1.0 1.0 NUM iassist-1116 232 428 1 1 NUM iassist-1116 232 429 1.0 1.0 NUM iassist-1116 232 430 1 1 NUM iassist-1116 232 431 1 1 NUM iassist-1116 232 432 version version NOUN iassist-1116 232 433 91.8 91.8 NUM iassist-1116 232 434 % % NOUN iassist-1116 232 435 1.1 1.1 NUM iassist-1116 232 436 1 1 NUM iassist-1116 232 437 1.0 1.0 NUM iassist-1116 232 438 4 4 NUM iassist-1116 232 439 27 27 NUM iassist-1116 232 440 verstmt verstmt NOUN iassist-1116 232 441 95.8 95.8 NUM iassist-1116 232 442 % % NOUN iassist-1116 232 443 1.0 1.0 NUM iassist-1116 232 444 1 1 NUM iassist-1116 232 445 1.0 1.0 NUM iassist-1116 232 446 2 2 NUM iassist-1116 232 447 27 27 NUM iassist-1116 232 448 weight weight NOUN iassist-1116 232 449 5.3 5.3 NUM iassist-1116 232 450 % % NOUN iassist-1116 232 451 1.0 1.0 NUM iassist-1116 232 452 1 1 NUM iassist-1116 232 453 1.0 1.0 NUM iassist-1116 232 454 3 3 NUM iassist-1116 232 455 6 6 NUM iassist-1116 232 456 westbl westbl NOUN iassist-1116 232 457 41.2 41.2 NUM iassist-1116 232 458 % % NOUN iassist-1116 232 459 1.0 1.0 NUM iassist-1116 232 460 1 1 NUM iassist-1116 232 461 1.0 1.0 NUM iassist-1116 232 462 19 19 NUM iassist-1116 232 463 13 13 NUM iassist-1116 232 464 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 PROPN iassist-1116 232 465 15/15 15/15 NUM iassist-1116 232 466 wenzig wenzig NOUN iassist-1116 232 467 , , PUNCT iassist-1116 232 468 knut knut PROPN iassist-1116 232 469 & & CCONJ iassist-1116 232 470 han han PROPN iassist-1116 232 471 , , PUNCT iassist-1116 232 472 xiaoyao xiaoyao PROPN iassist-1116 232 473 ( ( PUNCT iassist-1116 232 474 2024 2024 NUM iassist-1116 232 475 ) ) PUNCT iassist-1116 232 476 state state NOUN iassist-1116 232 477 of of ADP iassist-1116 232 478 the the DET iassist-1116 232 479 ddi ddi PROPN iassist-1116 232 480 cloud cloud NOUN iassist-1116 232 481 , , PUNCT iassist-1116 232 482 iassist iassist VERB iassist-1116 232 483 quarterly quarterly ADJ iassist-1116 232 484 48(4 48(4 NUM iassist-1116 232 485 ) ) PUNCT iassist-1116 232 486 , , PUNCT iassist-1116 232 487 pp pp PROPN iassist-1116 232 488 . . PUNCT iassist-1116 233 1 1 1 NUM iassist-1116 233 2 - - SYM iassist-1116 233 3 15 15 NUM iassist-1116 233 4 . . PUNCT iassist-1116 234 1 doi doi NOUN iassist-1116 234 2 : : PUNCT iassist-1116 234 3 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 ADP iassist-1116 234 4 endnotes endnote VERB iassist-1116 234 5 1 1 NUM iassist-1116 234 6 diw diw PROPN iassist-1116 234 7 berlin berlin PROPN iassist-1116 234 8 / / SYM iassist-1116 234 9 soep soep NOUN iassist-1116 234 10 , , PUNCT iassist-1116 234 11 kwenzig@diw.de kwenzig@diw.de PROPN iassist-1116 234 12 2 2 NUM iassist-1116 234 13 diw diw PROPN iassist-1116 234 14 berlin berlin PROPN iassist-1116 234 15 / / SYM iassist-1116 234 16 soep soep PROPN iassist-1116 234 17 , , PUNCT iassist-1116 234 18 xhan@diw.de xhan@diw.de PROPN iassist-1116 234 19 3 3 NUM iassist-1116 234 20 example example NOUN iassist-1116 234 21 : : PUNCT iassist-1116 235 1 https://easy.dans.knaw.nl/oai/?verb=getrecord&identifier=oai:easy.dans.knaw.nl:easydataset:115768&metadataprefix=oai_ddi25_en https://easy.dans.knaw.nl/oai/?verb=getrecord&identifier=oai:easy.dans.knaw.nl:easydataset:115768&metadataprefix=oai_ddi25_en PROPN iassist-1116 235 2 https://doi.org/10.29173/iq1116 https://doi.org/10.29173/iq1116 PROPN iassist-1116 235 3 mailto:kwenzig@diw.de mailto:kwenzig@diw.de ADJ iassist-1116 235 4 mailto:xhan@diw.de mailto:xhan@diw.de NUM iassist-1116 235 5 https://easy.dans.knaw.nl/oai/?verb=getrecord&identifier=oai:easy.dans.knaw.nl:easy-dataset:115768&metadataprefix=oai_ddi25_en https://easy.dans.knaw.nl/oai/?verb=getrecord&identifier=oai:easy.dans.knaw.nl:easy-dataset:115768&metadataprefix=oai_ddi25_en PROPN iassist-1116 235 6 https://easy.dans.knaw.nl/oai/?verb=getrecord&identifier=oai:easy.dans.knaw.nl:easy-dataset:115768&metadataprefix=oai_ddi25_en https://easy.dans.knaw.nl/oai/?verb=getrecord&identifier=oai:easy.dans.knaw.nl:easy-dataset:115768&metadataprefix=oai_ddi25_en X