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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import ast\n",
"import csv\n",
"import json\n",
"import glom\n",
"\n",
"import numpy as np\n",
"import pandas as pd\n",
"\n",
"import matplotlib.pyplot as plt\n",
"from matplotlib_venn import venn2, venn2_circles\n",
"\n",
"import plotly\n",
"from plotly.offline import iplot, init_notebook_mode\n",
"import plotly.graph_objs as go\n",
"import plotly.express as px\n",
"\n",
"pd.set_option('display.max_columns', None)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
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" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>FAIRsharing_id</th>\n",
" <th>FAIRsharing_type</th>\n",
" <th>FAIRsharing_attributes.created-at</th>\n",
" <th>FAIRsharing_attributes.updated-at</th>\n",
" <th>FAIRsharing_attributes.metadata.doi</th>\n",
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" <th>FAIRsharing_attributes.metadata.status</th>\n",
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" <th>FAIRsharing_attributes.metadata.identifier</th>\n",
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" <th>FAIRsharing_attributes.legacy-ids</th>\n",
" <th>FAIRsharing_attributes.fairsharing-registry</th>\n",
" <th>FAIRsharing_attributes.record-type</th>\n",
" <th>FAIRsharing_attributes.subjects</th>\n",
" <th>FAIRsharing_attributes.domains</th>\n",
" <th>FAIRsharing_attributes.taxonomies</th>\n",
" <th>FAIRsharing_attributes.user-defined-tags</th>\n",
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" <th>FAIRsharing_attributes.url</th>\n",
" <th>FAIRsharing_attributes.doi</th>\n",
" <th>FAIRsharing_attributes.fairsharing-licence</th>\n",
" <th>FAIRsharing_attributes.description</th>\n",
" <th>FAIRsharing_attributes.publications</th>\n",
" <th>FAIRsharing_attributes.licence-links</th>\n",
" <th>FAIRsharing_attributes.metadata.citations</th>\n",
" <th>FAIRsharing_attributes.metadata.abbreviation</th>\n",
" <th>FAIRsharing_attributes.metadata.access-points</th>\n",
" <th>FAIRsharing_attributes.metadata.associated-tools</th>\n",
" <th>FAIRsharing_attributes.metadata.deprecation-date</th>\n",
" <th>FAIRsharing_attributes.metadata.deprecation-reason</th>\n",
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" <th>FAIRsharing_unique_id</th>\n",
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" <th>0</th>\n",
" <td>1723</td>\n",
" <td>fairsharing-records</td>\n",
" <td>2014-11-04T15:23:40.000Z</td>\n",
" <td>2021-09-30T11:39:06.829Z</td>\n",
" <td>10.25504/FAIRsharing.8t18te</td>\n",
" <td>Cell Image Library</td>\n",
" <td>ready</td>\n",
" <td>[{'contact-name': 'David Orloff', 'contact-ema...</td>\n",
" <td>http://www.cellimagelibrary.org</td>\n",
" <td>1723</td>\n",
" <td>This library is a public and easily accessible...</td>\n",
" <td>[{'url': 'http://www.cellimagelibrary.org/page...</td>\n",
" <td>2010.0</td>\n",
" <td>[{'name': 'live update', 'type': 'data release...</td>\n",
" <td>[biodbcore-000180, bsg-d000180]</td>\n",
" <td>Database</td>\n",
" <td>repository</td>\n",
" <td>[Cell Biology, Life Science]</td>\n",
" <td>[Cell, Microscopy, Light microscopy, Electron ...</td>\n",
" <td>[All]</td>\n",
" <td>[]</td>\n",
" <td>[United States]</td>\n",
" <td>FAIRsharing record for: Cell Image Library</td>\n",
" <td>None</td>\n",
" <td>https://fairsharing.org/10.25504/FAIRsharing.8...</td>\n",
" <td>10.25504/FAIRsharing.8t18te</td>\n",
" <td>https://creativecommons.org/licenses/by-sa/4.0...</td>\n",
" <td>This FAIRsharing record describes: This librar...</td>\n",
" <td>[{'id': 232, 'pubmed_id': 23203874, 'title': '...</td>\n",
" <td>[{'licence-name': 'Cell Image Library Data Pol...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>FAIRsharing_1723</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>3101</td>\n",
" <td>fairsharing-records</td>\n",
" <td>2020-09-16T08:49:13.000Z</td>\n",
" <td>2021-09-30T11:36:45.452Z</td>\n",
" <td>NaN</td>\n",
" <td>WHOI Ship Data-Grabber System</td>\n",
" <td>ready</td>\n",
" <td>NaN</td>\n",
" <td>http://4dgeo.whoi.edu/shipdata/SDG_shipdata.html</td>\n",
" <td>3101</td>\n",
" <td>The WHOI Ship DataGrabber system provides the ...</td>\n",
" <td>[{'url': 'http://4dgeo.whoi.edu/shipdata/SDG_o...</td>\n",
" <td>2004.0</td>\n",
" <td>[{'url': 'http://4dgeo.whoi.edu/sdg-bin/dv_mai...</td>\n",
" <td>[biodbcore-001609, bsg-d001609]</td>\n",
" <td>Database</td>\n",
" <td>repository</td>\n",
" <td>[Earth Science, Water Research, Oceanography]</td>\n",
" <td>[]</td>\n",
" <td>[Not applicable]</td>\n",
" <td>[subseafloor environments]</td>\n",
" <td>[United States]</td>\n",
" <td>FAIRsharing record for: WHOI Ship Data-Grabber...</td>\n",
" <td>None</td>\n",
" <td>https://fairsharing.org/fairsharing_records/3101</td>\n",
" <td>None</td>\n",
" <td>https://creativecommons.org/licenses/by-sa/4.0...</td>\n",
" <td>This FAIRsharing record describes: The WHOI Sh...</td>\n",
" <td>[]</td>\n",
" <td>[{'licence-name': 'NDSF Data Archive Policy', ...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>FAIRsharing_3101</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>2649</td>\n",
" <td>fairsharing-records</td>\n",
" <td>2018-08-07T20:23:32.000Z</td>\n",
" <td>2021-09-30T11:39:07.898Z</td>\n",
" <td>NaN</td>\n",
" <td>Electron Microscope Public Image Archive</td>\n",
" <td>ready</td>\n",
" <td>[{'contact-name': 'General contact', 'contact-...</td>\n",
" <td>https://www.ebi.ac.uk/pdbe/emdb/empiar/</td>\n",
" <td>2649</td>\n",
" <td>EMPIAR, the Electron Microscopy Public Image A...</td>\n",
" <td>[{'url': 'https://www.ebi.ac.uk/support/EMPIAR...</td>\n",
" <td>2015.0</td>\n",
" <td>[{'url': 'https://www.ebi.ac.uk/pdbe/emdb/empi...</td>\n",
" <td>[biodbcore-001140, bsg-d001140]</td>\n",
" <td>Database</td>\n",
" <td>repository</td>\n",
" <td>[Bioinformatics, Biology]</td>\n",
" <td>[Protein image, Microscopy, Electron microscop...</td>\n",
" <td>[All]</td>\n",
" <td>[]</td>\n",
" <td>[Greece, Czech Republic, United Kingdom, Icela...</td>\n",
" <td>FAIRsharing record for: Electron Microscope Pu...</td>\n",
" <td>EMPIAR</td>\n",
" <td>https://fairsharing.org/fairsharing_records/2649</td>\n",
" <td>None</td>\n",
" <td>https://creativecommons.org/licenses/by-sa/4.0...</td>\n",
" <td>This FAIRsharing record describes: EMPIAR, the...</td>\n",
" <td>[{'id': 2232, 'pubmed_id': 27067018, 'title': ...</td>\n",
" <td>[{'licence-name': 'EMBL-EBI Terms of Use', 'li...</td>\n",
" <td>[{'doi': '10.1038/nmeth.3806', 'pubmed-id': 27...</td>\n",
" <td>EMPIAR</td>\n",
" <td>[{'url': 'https://www.ebi.ac.uk/pdbe/emdb/empi...</td>\n",
" <td>[{'url': 'https://www.ebi.ac.uk/pdbe/emdb/empi...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>FAIRsharing_2649</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>2657</td>\n",
" <td>fairsharing-records</td>\n",
" <td>2018-08-13T15:12:11.000Z</td>\n",
" <td>2021-09-30T11:37:28.736Z</td>\n",
" <td>10.25504/FAIRsharing.tnByoG</td>\n",
" <td>ClinicalStudyDataRequest.com</td>\n",
" <td>ready</td>\n",
" <td>[{'contact-email': 'support@clinicalstudydatar...</td>\n",
" <td>https://clinicalstudydatarequest.com/</td>\n",
" <td>2657</td>\n",
" <td>ClinicalStudyDataRequest.com (CSDR) is a conso...</td>\n",
" <td>[{'url': 'https://clinicalstudydatarequest.com...</td>\n",
" <td>2014.0</td>\n",
" <td>[{'url': 'https://clinicalstudydatarequest.com...</td>\n",
" <td>[biodbcore-001149, bsg-d001149]</td>\n",
" <td>Database</td>\n",
" <td>repository</td>\n",
" <td>[Preclinical Studies, Biomedical Science]</td>\n",
" <td>[]</td>\n",
" <td>[Homo sapiens]</td>\n",
" <td>[]</td>\n",
" <td>[Worldwide]</td>\n",
" <td>FAIRsharing record for: ClinicalStudyDataReque...</td>\n",
" <td>CSDR</td>\n",
" <td>https://fairsharing.org/10.25504/FAIRsharing.t...</td>\n",
" <td>10.25504/FAIRsharing.tnByoG</td>\n",
" <td>https://creativecommons.org/licenses/by-sa/4.0...</td>\n",
" <td>This FAIRsharing record describes: ClinicalStu...</td>\n",
" <td>[]</td>\n",
" <td>[{'licence-name': 'CSDR Data Sharing Agreement...</td>\n",
" <td>NaN</td>\n",
" <td>CSDR</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>FAIRsharing_2657</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>2078</td>\n",
" <td>fairsharing-records</td>\n",
" <td>2014-11-04T15:23:40.000Z</td>\n",
" <td>2021-09-30T11:34:43.129Z</td>\n",
" <td>10.25504/FAIRsharing.3axym7</td>\n",
" <td>Germplasm Resources Information Network</td>\n",
" <td>ready</td>\n",
" <td>[{'contact-email': 'dbmu@ars-grin.gov'}]</td>\n",
" <td>https://www.ars-grin.gov/</td>\n",
" <td>2078</td>\n",
" <td>GRIN provides National Genetic Resources Progr...</td>\n",
" <td>[{'url': 'https://www.ars-grin.gov/Pages/Colle...</td>\n",
" <td>2010.0</td>\n",
" <td>[{'url': 'https://www.ars-grin.gov/', 'name': ...</td>\n",
" <td>[biodbcore-000546, bsg-d000546]</td>\n",
" <td>Database</td>\n",
" <td>repository</td>\n",
" <td>[Life Science]</td>\n",
" <td>[Cell, Cell culture, Germplasm]</td>\n",
" <td>[Bacteria, Metazoa, Viridiplantae]</td>\n",
" <td>[]</td>\n",
" <td>[United States]</td>\n",
" <td>FAIRsharing record for: Germplasm Resources In...</td>\n",
" <td>GRIN</td>\n",
" <td>https://fairsharing.org/10.25504/FAIRsharing.3...</td>\n",
" <td>10.25504/FAIRsharing.3axym7</td>\n",
" <td>https://creativecommons.org/licenses/by-sa/4.0...</td>\n",
" <td>This FAIRsharing record describes: GRIN provid...</td>\n",
" <td>[]</td>\n",
" <td>[]</td>\n",
" <td>NaN</td>\n",
" <td>GRIN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>FAIRsharing_2078</td>\n",
" </tr>\n",
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],
"text/plain": [
" FAIRsharing_id FAIRsharing_type FAIRsharing_attributes.created-at \\\n",
"0 1723 fairsharing-records 2014-11-04T15:23:40.000Z \n",
"1 3101 fairsharing-records 2020-09-16T08:49:13.000Z \n",
"2 2649 fairsharing-records 2018-08-07T20:23:32.000Z \n",
"3 2657 fairsharing-records 2018-08-13T15:12:11.000Z \n",
"4 2078 fairsharing-records 2014-11-04T15:23:40.000Z \n",
"\n",
" FAIRsharing_attributes.updated-at FAIRsharing_attributes.metadata.doi \\\n",
"0 2021-09-30T11:39:06.829Z 10.25504/FAIRsharing.8t18te \n",
"1 2021-09-30T11:36:45.452Z NaN \n",
"2 2021-09-30T11:39:07.898Z NaN \n",
"3 2021-09-30T11:37:28.736Z 10.25504/FAIRsharing.tnByoG \n",
"4 2021-09-30T11:34:43.129Z 10.25504/FAIRsharing.3axym7 \n",
"\n",
" FAIRsharing_attributes.metadata.name \\\n",
"0 Cell Image Library \n",
"1 WHOI Ship Data-Grabber System \n",
"2 Electron Microscope Public Image Archive \n",
"3 ClinicalStudyDataRequest.com \n",
"4 Germplasm Resources Information Network \n",
"\n",
" FAIRsharing_attributes.metadata.status \\\n",
"0 ready \n",
"1 ready \n",
"2 ready \n",
"3 ready \n",
"4 ready \n",
"\n",
" FAIRsharing_attributes.metadata.contacts \\\n",
"0 [{'contact-name': 'David Orloff', 'contact-ema... \n",
"1 NaN \n",
"2 [{'contact-name': 'General contact', 'contact-... \n",
"3 [{'contact-email': 'support@clinicalstudydatar... \n",
"4 [{'contact-email': 'dbmu@ars-grin.gov'}] \n",
"\n",
" FAIRsharing_attributes.metadata.homepage \\\n",
"0 http://www.cellimagelibrary.org \n",
"1 http://4dgeo.whoi.edu/shipdata/SDG_shipdata.html \n",
"2 https://www.ebi.ac.uk/pdbe/emdb/empiar/ \n",
"3 https://clinicalstudydatarequest.com/ \n",
"4 https://www.ars-grin.gov/ \n",
"\n",
" FAIRsharing_attributes.metadata.identifier \\\n",
"0 1723 \n",
"1 3101 \n",
"2 2649 \n",
"3 2657 \n",
"4 2078 \n",
"\n",
" FAIRsharing_attributes.metadata.description \\\n",
"0 This library is a public and easily accessible... \n",
"1 The WHOI Ship DataGrabber system provides the ... \n",
"2 EMPIAR, the Electron Microscopy Public Image A... \n",
"3 ClinicalStudyDataRequest.com (CSDR) is a conso... \n",
"4 GRIN provides National Genetic Resources Progr... \n",
"\n",
" FAIRsharing_attributes.metadata.support-links \\\n",
"0 [{'url': 'http://www.cellimagelibrary.org/page... \n",
"1 [{'url': 'http://4dgeo.whoi.edu/shipdata/SDG_o... \n",
"2 [{'url': 'https://www.ebi.ac.uk/support/EMPIAR... \n",
"3 [{'url': 'https://clinicalstudydatarequest.com... \n",
"4 [{'url': 'https://www.ars-grin.gov/Pages/Colle... \n",
"\n",
" FAIRsharing_attributes.metadata.year-creation \\\n",
"0 2010.0 \n",
"1 2004.0 \n",
"2 2015.0 \n",
"3 2014.0 \n",
"4 2010.0 \n",
"\n",
" FAIRsharing_attributes.metadata.data-processes \\\n",
"0 [{'name': 'live update', 'type': 'data release... \n",
"1 [{'url': 'http://4dgeo.whoi.edu/sdg-bin/dv_mai... \n",
"2 [{'url': 'https://www.ebi.ac.uk/pdbe/emdb/empi... \n",
"3 [{'url': 'https://clinicalstudydatarequest.com... \n",
"4 [{'url': 'https://www.ars-grin.gov/', 'name': ... \n",
"\n",
" FAIRsharing_attributes.legacy-ids \\\n",
"0 [biodbcore-000180, bsg-d000180] \n",
"1 [biodbcore-001609, bsg-d001609] \n",
"2 [biodbcore-001140, bsg-d001140] \n",
"3 [biodbcore-001149, bsg-d001149] \n",
"4 [biodbcore-000546, bsg-d000546] \n",
"\n",
" FAIRsharing_attributes.fairsharing-registry \\\n",
"0 Database \n",
"1 Database \n",
"2 Database \n",
"3 Database \n",
"4 Database \n",
"\n",
" FAIRsharing_attributes.record-type \\\n",
"0 repository \n",
"1 repository \n",
"2 repository \n",
"3 repository \n",
"4 repository \n",
"\n",
" FAIRsharing_attributes.subjects \\\n",
"0 [Cell Biology, Life Science] \n",
"1 [Earth Science, Water Research, Oceanography] \n",
"2 [Bioinformatics, Biology] \n",
"3 [Preclinical Studies, Biomedical Science] \n",
"4 [Life Science] \n",
"\n",
" FAIRsharing_attributes.domains \\\n",
"0 [Cell, Microscopy, Light microscopy, Electron ... \n",
"1 [] \n",
"2 [Protein image, Microscopy, Electron microscop... \n",
"3 [] \n",
"4 [Cell, Cell culture, Germplasm] \n",
"\n",
" FAIRsharing_attributes.taxonomies \\\n",
"0 [All] \n",
"1 [Not applicable] \n",
"2 [All] \n",
"3 [Homo sapiens] \n",
"4 [Bacteria, Metazoa, Viridiplantae] \n",
"\n",
" FAIRsharing_attributes.user-defined-tags \\\n",
"0 [] \n",
"1 [subseafloor environments] \n",
"2 [] \n",
"3 [] \n",
"4 [] \n",
"\n",
" FAIRsharing_attributes.countries \\\n",
"0 [United States] \n",
"1 [United States] \n",
"2 [Greece, Czech Republic, United Kingdom, Icela... \n",
"3 [Worldwide] \n",
"4 [United States] \n",
"\n",
" FAIRsharing_attributes.name \\\n",
"0 FAIRsharing record for: Cell Image Library \n",
"1 FAIRsharing record for: WHOI Ship Data-Grabber... \n",
"2 FAIRsharing record for: Electron Microscope Pu... \n",
"3 FAIRsharing record for: ClinicalStudyDataReque... \n",
"4 FAIRsharing record for: Germplasm Resources In... \n",
"\n",
" FAIRsharing_attributes.abbreviation \\\n",
"0 None \n",
"1 None \n",
"2 EMPIAR \n",
"3 CSDR \n",
"4 GRIN \n",
"\n",
" FAIRsharing_attributes.url \\\n",
"0 https://fairsharing.org/10.25504/FAIRsharing.8... \n",
"1 https://fairsharing.org/fairsharing_records/3101 \n",
"2 https://fairsharing.org/fairsharing_records/2649 \n",
"3 https://fairsharing.org/10.25504/FAIRsharing.t... \n",
"4 https://fairsharing.org/10.25504/FAIRsharing.3... \n",
"\n",
" FAIRsharing_attributes.doi \\\n",
"0 10.25504/FAIRsharing.8t18te \n",
"1 None \n",
"2 None \n",
"3 10.25504/FAIRsharing.tnByoG \n",
"4 10.25504/FAIRsharing.3axym7 \n",
"\n",
" FAIRsharing_attributes.fairsharing-licence \\\n",
"0 https://creativecommons.org/licenses/by-sa/4.0... \n",
"1 https://creativecommons.org/licenses/by-sa/4.0... \n",
"2 https://creativecommons.org/licenses/by-sa/4.0... \n",
"3 https://creativecommons.org/licenses/by-sa/4.0... \n",
"4 https://creativecommons.org/licenses/by-sa/4.0... \n",
"\n",
" FAIRsharing_attributes.description \\\n",
"0 This FAIRsharing record describes: This librar... \n",
"1 This FAIRsharing record describes: The WHOI Sh... \n",
"2 This FAIRsharing record describes: EMPIAR, the... \n",
"3 This FAIRsharing record describes: ClinicalStu... \n",
"4 This FAIRsharing record describes: GRIN provid... \n",
"\n",
" FAIRsharing_attributes.publications \\\n",
"0 [{'id': 232, 'pubmed_id': 23203874, 'title': '... \n",
"1 [] \n",
"2 [{'id': 2232, 'pubmed_id': 27067018, 'title': ... \n",
"3 [] \n",
"4 [] \n",
"\n",
" FAIRsharing_attributes.licence-links \\\n",
"0 [{'licence-name': 'Cell Image Library Data Pol... \n",
"1 [{'licence-name': 'NDSF Data Archive Policy', ... \n",
"2 [{'licence-name': 'EMBL-EBI Terms of Use', 'li... \n",
"3 [{'licence-name': 'CSDR Data Sharing Agreement... \n",
"4 [] \n",
"\n",
" FAIRsharing_attributes.metadata.citations \\\n",
"0 NaN \n",
"1 NaN \n",
"2 [{'doi': '10.1038/nmeth.3806', 'pubmed-id': 27... \n",
"3 NaN \n",
"4 NaN \n",
"\n",
" FAIRsharing_attributes.metadata.abbreviation \\\n",
"0 NaN \n",
"1 NaN \n",
"2 EMPIAR \n",
"3 CSDR \n",
"4 GRIN \n",
"\n",
" FAIRsharing_attributes.metadata.access-points \\\n",
"0 NaN \n",
"1 NaN \n",
"2 [{'url': 'https://www.ebi.ac.uk/pdbe/emdb/empi... \n",
"3 NaN \n",
"4 NaN \n",
"\n",
" FAIRsharing_attributes.metadata.associated-tools \\\n",
"0 NaN \n",
"1 NaN \n",
"2 [{'url': 'https://www.ebi.ac.uk/pdbe/emdb/empi... \n",
"3 NaN \n",
"4 NaN \n",
"\n",
" FAIRsharing_attributes.metadata.deprecation-date \\\n",
"0 NaN \n",
"1 NaN \n",
"2 NaN \n",
"3 NaN \n",
"4 NaN \n",
"\n",
" FAIRsharing_attributes.metadata.deprecation-reason \\\n",
"0 NaN \n",
"1 NaN \n",
"2 NaN \n",
"3 NaN \n",
"4 NaN \n",
"\n",
" FAIRsharing_attributes.metadata.tombstone FAIRsharing_unique_id \n",
"0 NaN FAIRsharing_1723 \n",
"1 NaN FAIRsharing_3101 \n",
"2 NaN FAIRsharing_2649 \n",
"3 NaN FAIRsharing_2657 \n",
"4 NaN FAIRsharing_2078 "
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"with open('../data/raw/fairsharing_dump_api_09_2021.json') as f:\n",
" lines = f.read().splitlines()\n",
" \n",
"fairsharing_df = pd.DataFrame(lines)\n",
"fairsharing_df.columns = ['json_element']\n",
"fairsharing_df['json_element'].apply(json.loads)\n",
"fairsharing_df = pd.json_normalize(fairsharing_df['json_element'].apply(json.loads))\n",
"\n",
"fairsharing_df['unique_id'] = 'FAIRsharing_' + fairsharing_df.id\n",
"fairsharing_df = fairsharing_df.add_prefix('FAIRsharing_')\n",
"fairsharing_df.head()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
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" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>re3data_OpenAIREID</th>\n",
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" <th>re3data_keyword</th>\n",
" <th>re3data_institution</th>\n",
" <th>re3data_policy</th>\n",
" <th>re3data_databaseAccess</th>\n",
" <th>re3data_databaseLicense</th>\n",
" <th>re3data_dataAccess</th>\n",
" <th>re3data_dataLicense</th>\n",
" <th>re3data_dataUpload</th>\n",
" <th>re3data_dataUploadLicense</th>\n",
" <th>re3data_software</th>\n",
" <th>re3data_versioning</th>\n",
" <th>re3data_api</th>\n",
" <th>re3data_pidSystem</th>\n",
" <th>re3data_citationGuidelineURL</th>\n",
" <th>re3data_aidSystem</th>\n",
" <th>re3data_enhancedPublication</th>\n",
" <th>re3data_qualityManagement</th>\n",
" <th>re3data_certificate</th>\n",
" <th>re3data_metadataStandard</th>\n",
" <th>re3data_syndication</th>\n",
" <th>re3data_remarks</th>\n",
" <th>re3data_entryDate</th>\n",
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" <tbody>\n",
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" <td>NaN</td>\n",
" <td>[1 Humanities and Social Sciences, 111 Social ...</td>\n",
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" <td>2013-06-10</td>\n",
" <td>2021-07-06</td>\n",
" <td>re3data_r3d100000001</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>re3data_____::cc3ea05c863cd49af75f7f54e0e86f09</td>\n",
" <td>r3d100000002</td>\n",
" <td>Access to Archival Databases</td>\n",
" <td>[AAD]</td>\n",
" <td>https://aad.archives.gov/aad/</td>\n",
" <td>[RRID:SCR_010479, RRID:nlx_157752]</td>\n",
" <td>You will find in the Access to Archival Databa...</td>\n",
" <td>[disciplinary]</td>\n",
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" <td>NaN</td>\n",
" <td>[1 Humanities and Social Sciences, 102 History...</td>\n",
" <td>True</td>\n",
" <td>[Images, Standard office documents, Structured...</td>\n",
" <td>[dataProvider]</td>\n",
" <td>[US History]</td>\n",
" <td>[[The U.S. National Archives and Records Admin...</td>\n",
" <td>True</td>\n",
" <td>true</td>\n",
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" <td>True</td>\n",
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" <td>True</td>\n",
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" <td>unknown</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>NaN</td>\n",
" <td>2012-07-04</td>\n",
" <td>2021-05-25</td>\n",
" <td>re3data_r3d100000002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>re3data_____::a2f73fbe91311f4356d0d7957c441773</td>\n",
" <td>r3d100000004</td>\n",
" <td>Datenbank Gesprochenes Deutsch</td>\n",
" <td>[DGD, DGD2 (formerly), Database for Spoken Ger...</td>\n",
" <td>https://dgd.ids-mannheim.de/</td>\n",
" <td>[]</td>\n",
" <td>The \"Database for Spoken German (DGD)\" is a co...</td>\n",
" <td>[disciplinary]</td>\n",
" <td>34 corpora</td>\n",
" <td>2020-02-03</td>\n",
" <td>2012</td>\n",
" <td>NaN</td>\n",
" <td>[1 Humanities and Social Sciences, 104 Linguis...</td>\n",
" <td>True</td>\n",
" <td>[Audiovisual data, Standard office documents, ...</td>\n",
" <td>[dataProvider, serviceProvider]</td>\n",
" <td>[Australian German, FOLK, German dialects, Pfe...</td>\n",
" <td>[[Institut für Deutsche Sprache, Archiv für Ge...</td>\n",
" <td>True</td>\n",
" <td>true</td>\n",
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" <td>2012-07-20</td>\n",
" <td>2020-08-27</td>\n",
" <td>re3data_r3d100000004</td>\n",
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" <tr>\n",
" <th>3</th>\n",
" <td>re3data_____::0394b97eb11f19785cbca1ec830429da</td>\n",
" <td>r3d100000005</td>\n",
" <td>UNC Dataverse</td>\n",
" <td>[University of North Carolina Dataverse]</td>\n",
" <td>https://dataverse.unc.edu/</td>\n",
" <td>[]</td>\n",
" <td>UNC Dataverse is an open-source repository sof...</td>\n",
" <td>[institutional]</td>\n",
" <td>186 dataverses; 25.272 studies; 229.442 files</td>\n",
" <td>2020-11-30</td>\n",
" <td>2011</td>\n",
" <td>NaN</td>\n",
" <td>[1 Humanities and Social Sciences, 111 Social ...</td>\n",
" <td>True</td>\n",
" <td>[Archived data, Plain text, Raw data, Scientif...</td>\n",
" <td>[dataProvider, serviceProvider]</td>\n",
" <td>[FAIR, census, demographic survey, demography,...</td>\n",
" <td>[[Odum Institute for Research in Social Scienc...</td>\n",
" <td>True</td>\n",
" <td>true</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>yes</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>unknown</td>\n",
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" <td>True</td>\n",
" <td>False</td>\n",
" <td>UNC Dataverse is covered by Clarivate Data Cit...</td>\n",
" <td>2012-07-23</td>\n",
" <td>2021-08-11</td>\n",
" <td>re3data_r3d100000005</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>re3data_____::a48f09c562b247a9919acfe195549b47</td>\n",
" <td>r3d100000006</td>\n",
" <td>Archaeology Data Service</td>\n",
" <td>[ADS]</td>\n",
" <td>https://archaeologydataservice.ac.uk/</td>\n",
" <td>[FAIRsharing_doi:10.25504/FAIRsharing.hm1mfg]</td>\n",
" <td>The ADS is an accredited digital repository fo...</td>\n",
" <td>[disciplinary]</td>\n",
" <td>1837 results</td>\n",
" <td>2020-05-20</td>\n",
" <td>1996-10-01</td>\n",
" <td>NaN</td>\n",
" <td>[1 Humanities and Social Sciences, 101 Ancient...</td>\n",
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" <td>[Archived data, Audiovisual data, Databases, I...</td>\n",
" <td>[dataProvider, serviceProvider]</td>\n",
" <td>[FAIR, archaeology, cultural heritage, prehist...</td>\n",
" <td>[[Arts and Humanities Research Council, [AHRC]...</td>\n",
" <td>True</td>\n",
" <td>true</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>yes</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>unknown</td>\n",
" <td>yes</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>ADS is covered by Clarivate Data Citation Inde...</td>\n",
" <td>2012-07-23</td>\n",
" <td>2021-09-02</td>\n",
" <td>re3data_r3d100000006</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" re3data_OpenAIREID re3data_orgIdentifier \\\n",
"0 re3data_____::91780fe96da5ba32f804e43359c154ba r3d100000001 \n",
"1 re3data_____::cc3ea05c863cd49af75f7f54e0e86f09 r3d100000002 \n",
"2 re3data_____::a2f73fbe91311f4356d0d7957c441773 r3d100000004 \n",
"3 re3data_____::0394b97eb11f19785cbca1ec830429da r3d100000005 \n",
"4 re3data_____::a48f09c562b247a9919acfe195549b47 r3d100000006 \n",
"\n",
" re3data_repositoryName \\\n",
"0 Odum Institute Archive Dataverse \n",
"1 Access to Archival Databases \n",
"2 Datenbank Gesprochenes Deutsch \n",
"3 UNC Dataverse \n",
"4 Archaeology Data Service \n",
"\n",
" re3data_additionalName \\\n",
"0 [] \n",
"1 [AAD] \n",
"2 [DGD, DGD2 (formerly), Database for Spoken Ger... \n",
"3 [University of North Carolina Dataverse] \n",
"4 [ADS] \n",
"\n",
" re3data_repositoryURL \\\n",
"0 https://dataverse.unc.edu/dataverse/odum \n",
"1 https://aad.archives.gov/aad/ \n",
"2 https://dgd.ids-mannheim.de/ \n",
"3 https://dataverse.unc.edu/ \n",
"4 https://archaeologydataservice.ac.uk/ \n",
"\n",
" re3data_repositoryIdentifier \\\n",
"0 [] \n",
"1 [RRID:SCR_010479, RRID:nlx_157752] \n",
"2 [] \n",
"3 [] \n",
"4 [FAIRsharing_doi:10.25504/FAIRsharing.hm1mfg] \n",
"\n",
" re3data_description re3data_type \\\n",
"0 The Odum Institute Archive Dataverse contains ... [disciplinary] \n",
"1 You will find in the Access to Archival Databa... [disciplinary] \n",
"2 The \"Database for Spoken German (DGD)\" is a co... [disciplinary] \n",
"3 UNC Dataverse is an open-source repository sof... [institutional] \n",
"4 The ADS is an accredited digital repository fo... [disciplinary] \n",
"\n",
" re3data_size re3data_updateDate \\\n",
"0 13 dataverses; 3.050 datasets 2020-12-04 \n",
"1 NaN NaN \n",
"2 34 corpora 2020-02-03 \n",
"3 186 dataverses; 25.272 studies; 229.442 files 2020-11-30 \n",
"4 1837 results 2020-05-20 \n",
"\n",
" re3data_startDate re3data_endDate \\\n",
"0 NaN NaN \n",
"1 1985 NaN \n",
"2 2012 NaN \n",
"3 2011 NaN \n",
"4 1996-10-01 NaN \n",
"\n",
" re3data_subject \\\n",
"0 [1 Humanities and Social Sciences, 111 Social ... \n",
"1 [1 Humanities and Social Sciences, 102 History... \n",
"2 [1 Humanities and Social Sciences, 104 Linguis... \n",
"3 [1 Humanities and Social Sciences, 111 Social ... \n",
"4 [1 Humanities and Social Sciences, 101 Ancient... \n",
"\n",
" re3data_missionStatement \\\n",
"0 False \n",
"1 True \n",
"2 True \n",
"3 True \n",
"4 True \n",
"\n",
" re3data_contentType \\\n",
"0 [Databases, Plain text, Scientific and statist... \n",
"1 [Images, Standard office documents, Structured... \n",
"2 [Audiovisual data, Standard office documents, ... \n",
"3 [Archived data, Plain text, Raw data, Scientif... \n",
"4 [Archived data, Audiovisual data, Databases, I... \n",
"\n",
" re3data_providerType \\\n",
"0 [dataProvider] \n",
"1 [dataProvider] \n",
"2 [dataProvider, serviceProvider] \n",
"3 [dataProvider, serviceProvider] \n",
"4 [dataProvider, serviceProvider] \n",
"\n",
" re3data_keyword \\\n",
"0 [FAIR, Middle East, crime, demography, economy... \n",
"1 [US History] \n",
"2 [Australian German, FOLK, German dialects, Pfe... \n",
"3 [FAIR, census, demographic survey, demography,... \n",
"4 [FAIR, archaeology, cultural heritage, prehist... \n",
"\n",
" re3data_institution re3data_policy \\\n",
"0 [[Odum Institute for Research in Social Scienc... True \n",
"1 [[The U.S. National Archives and Records Admin... True \n",
"2 [[Institut für Deutsche Sprache, Archiv für Ge... True \n",
"3 [[Odum Institute for Research in Social Scienc... True \n",
"4 [[Arts and Humanities Research Council, [AHRC]... True \n",
"\n",
" re3data_databaseAccess re3data_databaseLicense re3data_dataAccess \\\n",
"0 true True True \n",
"1 true False True \n",
"2 true False True \n",
"3 true False True \n",
"4 true True True \n",
"\n",
" re3data_dataLicense re3data_dataUpload re3data_dataUploadLicense \\\n",
"0 True True False \n",
"1 True True False \n",
"2 True True False \n",
"3 True True True \n",
"4 True True True \n",
"\n",
" re3data_software re3data_versioning re3data_api re3data_pidSystem \\\n",
"0 True NaN False True \n",
"1 True no True True \n",
"2 True yes False True \n",
"3 True yes True True \n",
"4 True yes True True \n",
"\n",
" re3data_citationGuidelineURL re3data_aidSystem \\\n",
"0 True True \n",
"1 True True \n",
"2 True True \n",
"3 True True \n",
"4 True True \n",
"\n",
" re3data_enhancedPublication re3data_qualityManagement re3data_certificate \\\n",
"0 unknown yes True \n",
"1 unknown unknown False \n",
"2 unknown unknown True \n",
"3 unknown yes False \n",
"4 unknown yes True \n",
"\n",
" re3data_metadataStandard re3data_syndication \\\n",
"0 True False \n",
"1 False True \n",
"2 False False \n",
"3 True False \n",
"4 True True \n",
"\n",
" re3data_remarks re3data_entryDate \\\n",
"0 Odum Dataverse is covered by Thomson Reuters D... 2013-06-10 \n",
"1 NaN 2012-07-04 \n",
"2 NaN 2012-07-20 \n",
"3 UNC Dataverse is covered by Clarivate Data Cit... 2012-07-23 \n",
"4 ADS is covered by Clarivate Data Citation Inde... 2012-07-23 \n",
"\n",
" re3data_lastUpdate re3data_unique_id \n",
"0 2021-07-06 re3data_r3d100000001 \n",
"1 2021-05-25 re3data_r3d100000002 \n",
"2 2020-08-27 re3data_r3d100000004 \n",
"3 2021-08-11 re3data_r3d100000005 \n",
"4 2021-09-02 re3data_r3d100000006 "
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"re3data_df = pd.read_csv('../data/raw/re3data.tsv', delimiter='\\t',\n",
" converters={'subject': ast.literal_eval,\n",
" 'keyword': ast.literal_eval,\n",
" 'additionalName': ast.literal_eval,\n",
" 'repositoryIdentifier': ast.literal_eval,\n",
" 'type': ast.literal_eval,\n",
" 'contentType': ast.literal_eval,\n",
" 'providerType': ast.literal_eval,\n",
" 'institution': ast.literal_eval\n",
" })\n",
"\n",
"re3data_df['unique_id'] = 're3data_' + re3data_df.orgIdentifier\n",
"re3data_df = re3data_df.add_prefix('re3data_')\n",
"re3data_df.head()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
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"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>OpenDOAR_OpenAIREID</th>\n",
" <th>OpenDOAR_orgIdentifier</th>\n",
" <th>OpenDOAR_repositoryName</th>\n",
" <th>OpenDOAR_alternativeNames</th>\n",
" <th>OpenDOAR_repositoryURL</th>\n",
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" <th>OpenDOAR_institution</th>\n",
" <th>OpenDOAR_metadataPolicy</th>\n",
" <th>OpenDOAR_dataPolicy</th>\n",
" <th>OpenDOAR_submissionPolicy</th>\n",
" <th>OpenDOAR_contentPolicy</th>\n",
" <th>OpenDOAR_software</th>\n",
" <th>OpenDOAR_api</th>\n",
" <th>OpenDOAR_unique_id</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>opendoar____::82161242827b703e6acf9c726942a1e4</td>\n",
" <td>175</td>\n",
" <td>hku theses online</td>\n",
" <td>[]</td>\n",
" <td>http://hub.hku.hk/handle/10722/1057</td>\n",
" <td>this is an institutional repository providing ...</td>\n",
" <td>institutional</td>\n",
" <td>2021-03-25 10:16:18</td>\n",
" <td>2005-12-21 12:44:08</td>\n",
" <td>[multidisciplinary]</td>\n",
" <td>[bibliographic_references, theses_and_disserta...</td>\n",
" <td>[[university of hong kong, [香港大學, hku], cn, ht...</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>dspace cris-5.3.1-snapshot</td>\n",
" <td>false</td>\n",
" <td>OpenDOAR_175</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>opendoar____::ea5d2f1c4608232e07d3aa3d998e5135</td>\n",
" <td>64</td>\n",
" <td>research support scheme - central european uni...</td>\n",
" <td>[]</td>\n",
" <td>http://rss.archives.ceu.hu/</td>\n",
" <td>this is an institutional repository collecting...</td>\n",
" <td>institutional</td>\n",
" <td>2021-03-25 09:48:31</td>\n",
" <td>2006-01-04 14:59:30</td>\n",
" <td>[multidisciplinary]</td>\n",
" <td>[unpub_reports_and_working_papers]</td>\n",
" <td>[[central european university, [ceu], hu, http...</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>eprints 2.2.1</td>\n",
" <td>true</td>\n",
" <td>OpenDOAR_64</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>opendoar____::a8f15eda80c50adb0e71943adc8015cf</td>\n",
" <td>151</td>\n",
" <td>cadmus, eui research repository</td>\n",
" <td>[]</td>\n",
" <td>http://cadmus.eui.eu/</td>\n",
" <td>cadmus is the name of the eui research reposit...</td>\n",
" <td>institutional</td>\n",
" <td>2021-09-13 13:35:36</td>\n",
" <td>2006-01-04 12:07:07</td>\n",
" <td>[history and archaeology, multidisciplinary, s...</td>\n",
" <td>[journal_articles, theses_and_dissertations, u...</td>\n",
" <td>[[european university institute, [eui], it, ht...</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>dspace 5.2</td>\n",
" <td>true</td>\n",
" <td>OpenDOAR_151</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>opendoar____::65b9eea6e1cc6bb9f0cd2a47751a186f</td>\n",
" <td>105</td>\n",
" <td>document server@uhasselt</td>\n",
" <td>[]</td>\n",
" <td>https://doclib.uhasselt.be/dspace/</td>\n",
" <td>this site is a university repository providing...</td>\n",
" <td>institutional</td>\n",
" <td>2021-04-16 15:23:52</td>\n",
" <td>2006-01-24 15:46:44</td>\n",
" <td>[multidisciplinary]</td>\n",
" <td>[journal_articles, conference_and_workshop_pap...</td>\n",
" <td>[[hasselt university, [universiteit hasselt, u...</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>dspace 1.7.2</td>\n",
" <td>true</td>\n",
" <td>OpenDOAR_105</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>opendoar____::38b3eff8baf56627478ec76a704e9b52</td>\n",
" <td>101</td>\n",
" <td>utrecht university repository</td>\n",
" <td>[]</td>\n",
" <td>http://dspace.library.uu.nl</td>\n",
" <td>this site is a university repository providing...</td>\n",
" <td>institutional</td>\n",
" <td>2021-04-16 15:22:03</td>\n",
" <td>2006-01-13 12:55:13</td>\n",
" <td>[multidisciplinary]</td>\n",
" <td>[journal_articles, conference_and_workshop_pap...</td>\n",
" <td>[[university of utrecht, [universiteit utrecht...</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>dspace</td>\n",
" <td>true</td>\n",
" <td>OpenDOAR_101</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" OpenDOAR_OpenAIREID OpenDOAR_orgIdentifier \\\n",
"0 opendoar____::82161242827b703e6acf9c726942a1e4 175 \n",
"1 opendoar____::ea5d2f1c4608232e07d3aa3d998e5135 64 \n",
"2 opendoar____::a8f15eda80c50adb0e71943adc8015cf 151 \n",
"3 opendoar____::65b9eea6e1cc6bb9f0cd2a47751a186f 105 \n",
"4 opendoar____::38b3eff8baf56627478ec76a704e9b52 101 \n",
"\n",
" OpenDOAR_repositoryName \\\n",
"0 hku theses online \n",
"1 research support scheme - central european uni... \n",
"2 cadmus, eui research repository \n",
"3 document server@uhasselt \n",
"4 utrecht university repository \n",
"\n",
" OpenDOAR_alternativeNames OpenDOAR_repositoryURL \\\n",
"0 [] http://hub.hku.hk/handle/10722/1057 \n",
"1 [] http://rss.archives.ceu.hu/ \n",
"2 [] http://cadmus.eui.eu/ \n",
"3 [] https://doclib.uhasselt.be/dspace/ \n",
"4 [] http://dspace.library.uu.nl \n",
"\n",
" OpenDOAR_description OpenDOAR_type \\\n",
"0 this is an institutional repository providing ... institutional \n",
"1 this is an institutional repository collecting... institutional \n",
"2 cadmus is the name of the eui research reposit... institutional \n",
"3 this site is a university repository providing... institutional \n",
"4 this site is a university repository providing... institutional \n",
"\n",
" OpenDOAR_updateDate OpenDOAR_startDate \\\n",
"0 2021-03-25 10:16:18 2005-12-21 12:44:08 \n",
"1 2021-03-25 09:48:31 2006-01-04 14:59:30 \n",
"2 2021-09-13 13:35:36 2006-01-04 12:07:07 \n",
"3 2021-04-16 15:23:52 2006-01-24 15:46:44 \n",
"4 2021-04-16 15:22:03 2006-01-13 12:55:13 \n",
"\n",
" OpenDOAR_subject \\\n",
"0 [multidisciplinary] \n",
"1 [multidisciplinary] \n",
"2 [history and archaeology, multidisciplinary, s... \n",
"3 [multidisciplinary] \n",
"4 [multidisciplinary] \n",
"\n",
" OpenDOAR_contentType \\\n",
"0 [bibliographic_references, theses_and_disserta... \n",
"1 [unpub_reports_and_working_papers] \n",
"2 [journal_articles, theses_and_dissertations, u... \n",
"3 [journal_articles, conference_and_workshop_pap... \n",
"4 [journal_articles, conference_and_workshop_pap... \n",
"\n",
" OpenDOAR_institution OpenDOAR_metadataPolicy \\\n",
"0 [[university of hong kong, [香港大學, hku], cn, ht... False \n",
"1 [[central european university, [ceu], hu, http... False \n",
"2 [[european university institute, [eui], it, ht... False \n",
"3 [[hasselt university, [universiteit hasselt, u... False \n",
"4 [[university of utrecht, [universiteit utrecht... False \n",
"\n",
" OpenDOAR_dataPolicy OpenDOAR_submissionPolicy OpenDOAR_contentPolicy \\\n",
"0 False False False \n",
"1 False False False \n",
"2 False False False \n",
"3 False False False \n",
"4 False False False \n",
"\n",
" OpenDOAR_software OpenDOAR_api OpenDOAR_unique_id \n",
"0 dspace cris-5.3.1-snapshot false OpenDOAR_175 \n",
"1 eprints 2.2.1 true OpenDOAR_64 \n",
"2 dspace 5.2 true OpenDOAR_151 \n",
"3 dspace 1.7.2 true OpenDOAR_105 \n",
"4 dspace true OpenDOAR_101 "
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"opendoar_df = pd.read_csv('../data/raw/openDoar.tsv', delimiter='\\t',\n",
" converters={'subject': ast.literal_eval,\n",
" 'alternativeNames': ast.literal_eval,\n",
" 'contentType': ast.literal_eval,\n",
" 'institution': ast.literal_eval\n",
" },\n",
" dtype={'orgIdentifier': str})\n",
"\n",
"opendoar_df['unique_id'] = 'OpenDOAR_' + opendoar_df.orgIdentifier\n",
"opendoar_df = opendoar_df.add_prefix('OpenDOAR_')\n",
"opendoar_df.head()"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
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" <th>roar_item_issues_id</th>\n",
" <th>roar_item_issues_type</th>\n",
" <th>roar_item_issues_description</th>\n",
" <th>roar_item_issues_timestamp</th>\n",
" <th>roar_item_issues_status</th>\n",
" <th>roar_item_issues_reported_by</th>\n",
" <th>roar_item_issues_resolved_by</th>\n",
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" <th>roar_exemplar</th>\n",
" <th>roar_home_page</th>\n",
" <th>roar_title</th>\n",
" <th>roar_oai_pmh</th>\n",
" <th>roar_sword_endpoint</th>\n",
" <th>roar_rss_feed</th>\n",
" <th>roar_twitter_feed</th>\n",
" <th>roar_description</th>\n",
" <th>roar_fulltext</th>\n",
" <th>roar_open_access</th>\n",
" <th>roar_mandate</th>\n",
" <th>roar_organisation_title</th>\n",
" <th>roar_organisation_home_page</th>\n",
" <th>roar_location_country</th>\n",
" <th>roar_location_city</th>\n",
" <th>roar_location_latitude</th>\n",
" <th>roar_location_longitude</th>\n",
" <th>roar_software</th>\n",
" <th>roar_geoname</th>\n",
" <th>roar_version</th>\n",
" <th>roar_subjects</th>\n",
" <th>roar_date</th>\n",
" <th>roar_note</th>\n",
" <th>roar_suggestions</th>\n",
" <th>roar_activity_low</th>\n",
" <th>roar_activity_medium</th>\n",
" <th>roar_activity_high</th>\n",
" <th>roar_recordcount</th>\n",
" <th>roar_recordhistory</th>\n",
" <th>roar_fulltexts_total</th>\n",
" <th>roar_fulltexts_docs</th>\n",
" <th>roar_fulltexts_rtotal</th>\n",
" <th>roar_fulltexts_rdocs</th>\n",
" <th>roar_registry_name</th>\n",
" <th>roar_registry_id</th>\n",
" <th>roar_submit_to</th>\n",
" <th>roar_submitted_to_name</th>\n",
" <th>roar_submitted_to_done</th>\n",
" <th>roar_webometrics_rank</th>\n",
" <th>roar_webometrics_size</th>\n",
" <th>roar_webometrics_visibility</th>\n",
" <th>roar_webometrics_rich_files</th>\n",
" <th>roar_webometrics_scholar</th>\n",
" <th>roar_monthly_deposits</th>\n",
" <th>roar_total_deposits</th>\n",
" <th>roar_association</th>\n",
" <th>roar_unique_id</th>\n",
" </tr>\n",
" </thead>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>http://archivesic.ccsd.cnrs.fr/oai/oai.php</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>http://www.diva-portal.org/mdh/</td>\n",
" <td>Academic Archive On-line (Mälardalen Universit...</td>\n",
" <td>http://www.diva-portal.org/oai/mdh/OAI</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>TRUE</td>\n",
" <td>TRUE</td>\n",
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" <td>se</td>\n",
" <td>Uppsala</td>\n",
" <td>59.8667</td>\n",
" <td>17.6333</td>\n",
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" <td>NaN</td>\n",
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" <td>2011-07-06 08:21:21</td>\n",
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" <td>NaN</td>\n",
" <td>show</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>http://pam.pisharp.org/</td>\n",
" <td>PAM - Portuguese Archive of Mathematics</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>TRUE</td>\n",
" <td>TRUE</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>pt</td>\n",
" <td>Bellevue, WA</td>\n",
" <td>47.6034</td>\n",
" <td>-122.155</td>\n",
" <td>dspace</td>\n",
" <td>geoname_2_PT</td>\n",
" <td>other</td>\n",
" <td>NaN</td>\n",
" <td>2006-05-04 10:48:14</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>roar_1000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>10001</td>\n",
" <td>20</td>\n",
" <td>archive</td>\n",
" <td>91</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>disk0/00/01/00/01</td>\n",
" <td>2015-08-08 14:52:11</td>\n",
" <td>2016-03-21 19:44:01</td>\n",
" <td>2015-08-08 14:52:11</td>\n",
" <td>subject</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>show</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>http://edoc.sub.uni-hamburg.de/klimawandel/</td>\n",
" <td>Klimawandel Dokumentenserver</td>\n",
" <td>http://edoc.sub.uni-hamburg.de/klimawandel/oai</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>The \"Documentenserver Klimawandel\" (Repository...</td>\n",
" <td>TRUE</td>\n",
" <td>TRUE</td>\n",
" <td>TRUE</td>\n",
" <td>[Climate Service Center 2.0, Helmholtz-Zentrum...</td>\n",
" <td>[http://www.climateservicecenter.de/, http://w...</td>\n",
" <td>de</td>\n",
" <td>Hamburg</td>\n",
" <td>53.5511</td>\n",
" <td>9.9937</td>\n",
" <td>opus</td>\n",
" <td>geoname_2_DE</td>\n",
" <td>other</td>\n",
" <td>[S1, G1, GF, HD, GE]</td>\n",
" <td>2015-07-02 08:08:31</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>[opendoar, celestial]</td>\n",
" <td>[3408, 5881]</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>roar_10001</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>10008</td>\n",
" <td>11</td>\n",
" <td>archive</td>\n",
" <td>404</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>disk0/00/01/00/08</td>\n",
" <td>2015-08-08 14:52:26</td>\n",
" <td>2016-03-21 19:43:51</td>\n",
" <td>2015-08-08 14:52:26</td>\n",
" <td>institutional</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>show</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>http://creativematter.skidmore.edu/</td>\n",
" <td>Creative Matter | Skidmore College Research</td>\n",
" <td>http://creativematter.skidmore.edu/do/oai/</td>\n",
" <td>NaN</td>\n",
" <td>http://creativematter.skidmore.edu/recent.rss</td>\n",
" <td>NaN</td>\n",
" <td>Welcome to Creative Matter, a repository for t...</td>\n",
" <td>TRUE</td>\n",
" <td>FALSE</td>\n",
" <td>FALSE</td>\n",
" <td>Skidmore College</td>\n",
" <td>http://www.skidmore.edu/</td>\n",
" <td>us</td>\n",
" <td>Saratoga Springs</td>\n",
" <td>43.0961</td>\n",
" <td>-73.7818</td>\n",
" <td>bepress</td>\n",
" <td>geoname_2_US</td>\n",
" <td>other</td>\n",
" <td>NaN</td>\n",
" <td>2015-07-06 17:35:50</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>celestial</td>\n",
" <td>5882</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>roar_10008</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" roar_eprintid roar_rev_number roar_eprint_status roar_userid roar_importid \\\n",
"0 1 633 archive 1 NaN \n",
"1 10 511 archive 1 NaN \n",
"2 1000 274 archive 1 NaN \n",
"3 10001 20 archive 91 NaN \n",
"4 10008 11 archive 404 NaN \n",
"\n",
" roar_source roar_dir roar_datestamp roar_lastmod \\\n",
"0 NaN disk0/00/00/00/01 2010-01-06 13:43:48 2011-07-18 05:40:07 \n",
"1 NaN disk0/00/00/00/10 2010-01-06 13:43:48 2011-07-18 05:40:13 \n",
"2 NaN disk0/00/00/10/00 2010-01-06 13:45:01 2011-07-06 08:21:21 \n",
"3 NaN disk0/00/01/00/01 2015-08-08 14:52:11 2016-03-21 19:44:01 \n",
"4 NaN disk0/00/01/00/08 2015-08-08 14:52:26 2016-03-21 19:43:51 \n",
"\n",
" roar_status_changed roar_type roar_succeeds roar_commentary \\\n",
"0 2010-01-06 13:43:48 subject NaN NaN \n",
"1 2010-01-06 13:43:48 institutional NaN NaN \n",
"2 2010-01-06 13:45:01 subject NaN NaN \n",
"3 2015-08-08 14:52:11 subject NaN NaN \n",
"4 2015-08-08 14:52:26 institutional NaN NaN \n",
"\n",
" roar_metadata_visibility roar_latitude roar_longitude roar_relation_type \\\n",
"0 show NaN NaN NaN \n",
"1 show NaN NaN NaN \n",
"2 show NaN NaN NaN \n",
"3 show NaN NaN NaN \n",
"4 show NaN NaN NaN \n",
"\n",
" roar_relation_uri roar_item_issues_id roar_item_issues_type \\\n",
"0 NaN NaN NaN \n",
"1 NaN NaN NaN \n",
"2 NaN NaN NaN \n",
"3 NaN NaN NaN \n",
"4 NaN NaN NaN \n",
"\n",
" roar_item_issues_description roar_item_issues_timestamp \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"\n",
" roar_item_issues_status roar_item_issues_reported_by \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"\n",
" roar_item_issues_resolved_by roar_item_issues_comment \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"\n",
" roar_item_issues_count roar_sword_depositor roar_sword_slug roar_exemplar \\\n",
"0 0 NaN NaN NaN \n",
"1 0 NaN NaN NaN \n",
"2 0 NaN NaN NaN \n",
"3 NaN NaN NaN NaN \n",
"4 NaN NaN NaN NaN \n",
"\n",
" roar_home_page \\\n",
"0 http://archivesic.ccsd.cnrs.fr/ \n",
"1 http://www.diva-portal.org/mdh/ \n",
"2 http://pam.pisharp.org/ \n",
"3 http://edoc.sub.uni-hamburg.de/klimawandel/ \n",
"4 http://creativematter.skidmore.edu/ \n",
"\n",
" roar_title \\\n",
"0 @RCHIVESIC \n",
"1 Academic Archive On-line (Mälardalen Universit... \n",
"2 PAM - Portuguese Archive of Mathematics \n",
"3 Klimawandel Dokumentenserver \n",
"4 Creative Matter | Skidmore College Research \n",
"\n",
" roar_oai_pmh roar_sword_endpoint \\\n",
"0 http://archivesic.ccsd.cnrs.fr/oai/oai.php NaN \n",
"1 http://www.diva-portal.org/oai/mdh/OAI NaN \n",
"2 NaN NaN \n",
"3 http://edoc.sub.uni-hamburg.de/klimawandel/oai NaN \n",
"4 http://creativematter.skidmore.edu/do/oai/ NaN \n",
"\n",
" roar_rss_feed roar_twitter_feed \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 http://creativematter.skidmore.edu/recent.rss NaN \n",
"\n",
" roar_description roar_fulltext \\\n",
"0 NaN NaN \n",
"1 NaN TRUE \n",
"2 NaN TRUE \n",
"3 The \"Documentenserver Klimawandel\" (Repository... TRUE \n",
"4 Welcome to Creative Matter, a repository for t... TRUE \n",
"\n",
" roar_open_access roar_mandate \\\n",
"0 NaN NaN \n",
"1 TRUE NaN \n",
"2 TRUE NaN \n",
"3 TRUE TRUE \n",
"4 FALSE FALSE \n",
"\n",
" roar_organisation_title \\\n",
"0 NaN \n",
"1 NaN \n",
"2 NaN \n",
"3 [Climate Service Center 2.0, Helmholtz-Zentrum... \n",
"4 Skidmore College \n",
"\n",
" roar_organisation_home_page roar_location_country \\\n",
"0 NaN fr \n",
"1 NaN se \n",
"2 NaN pt \n",
"3 [http://www.climateservicecenter.de/, http://w... de \n",
"4 http://www.skidmore.edu/ us \n",
"\n",
" roar_location_city roar_location_latitude roar_location_longitude \\\n",
"0 NaN NaN NaN \n",
"1 Uppsala 59.8667 17.6333 \n",
"2 Bellevue, WA 47.6034 -122.155 \n",
"3 Hamburg 53.5511 9.9937 \n",
"4 Saratoga Springs 43.0961 -73.7818 \n",
"\n",
" roar_software roar_geoname roar_version roar_subjects \\\n",
"0 hal geoname_2_FR other NaN \n",
"1 diva geoname_2_SE other NaN \n",
"2 dspace geoname_2_PT other NaN \n",
"3 opus geoname_2_DE other [S1, G1, GF, HD, GE] \n",
"4 bepress geoname_2_US other NaN \n",
"\n",
" roar_date roar_note roar_suggestions roar_activity_low \\\n",
"0 2002-05-17 19:24:41 NaN NaN 0 \n",
"1 2005-12-08 13:15:22 NaN NaN 0 \n",
"2 2006-05-04 10:48:14 NaN NaN NaN \n",
"3 2015-07-02 08:08:31 NaN NaN NaN \n",
"4 2015-07-06 17:35:50 NaN NaN NaN \n",
"\n",
" roar_activity_medium roar_activity_high roar_recordcount \\\n",
"0 0 0 25 \n",
"1 0 0 100 \n",
"2 NaN NaN NaN \n",
"3 NaN NaN NaN \n",
"4 NaN NaN NaN \n",
"\n",
" roar_recordhistory roar_fulltexts_total \\\n",
"0 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,... NaN \n",
"1 0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,8,39,100,100,100... NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"\n",
" roar_fulltexts_docs roar_fulltexts_rtotal roar_fulltexts_rdocs \\\n",
"0 NaN NaN NaN \n",
"1 NaN NaN NaN \n",
"2 NaN NaN NaN \n",
"3 NaN NaN NaN \n",
"4 NaN NaN NaN \n",
"\n",
" roar_registry_name roar_registry_id roar_submit_to \\\n",
"0 [opendoar, celestial] [58, 669] NaN \n",
"1 [opendoar, celestial] [258, 526] NaN \n",
"2 NaN NaN NaN \n",
"3 [opendoar, celestial] [3408, 5881] NaN \n",
"4 celestial 5882 NaN \n",
"\n",
" roar_submitted_to_name roar_submitted_to_done roar_webometrics_rank \\\n",
"0 NaN NaN NaN \n",
"1 NaN NaN NaN \n",
"2 NaN NaN NaN \n",
"3 NaN NaN NaN \n",
"4 NaN NaN NaN \n",
"\n",
" roar_webometrics_size roar_webometrics_visibility \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"\n",
" roar_webometrics_rich_files roar_webometrics_scholar roar_monthly_deposits \\\n",
"0 NaN NaN NaN \n",
"1 NaN NaN NaN \n",
"2 NaN NaN NaN \n",
"3 NaN NaN NaN \n",
"4 NaN NaN NaN \n",
"\n",
" roar_total_deposits roar_association roar_unique_id \n",
"0 NaN NaN roar_1 \n",
"1 NaN NaN roar_10 \n",
"2 NaN NaN roar_1000 \n",
"3 NaN NaN roar_10001 \n",
"4 NaN NaN roar_10008 "
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"roar_df = pd.read_csv('../data/raw/export_roar_CSV.csv', dtype='str')\n",
"roar_df = roar_df.groupby('eprintid').aggregate(set)\n",
"\n",
"def value_or_list(cell_set):\n",
" copy = set(cell_set)\n",
" copy.discard(np.nan) \n",
" if len(copy) == 0:\n",
" return np.nan\n",
" if len(copy) == 1:\n",
" return copy.pop()\n",
" return list(copy)\n",
" \n",
"roar_df = roar_df.applymap(value_or_list)\n",
"roar_df.reset_index(inplace=True)\n",
"\n",
"roar_df['unique_id'] = 'roar_' + roar_df.eprintid\n",
"roar_df = roar_df.add_prefix('roar_')\n",
"roar_df.head()"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
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"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>roar_eprintid</th>\n",
" <th>roar_rev_number</th>\n",
" <th>roar_eprint_status</th>\n",
" <th>roar_userid</th>\n",
" <th>roar_importid</th>\n",
" <th>roar_source</th>\n",
" <th>roar_dir</th>\n",
" <th>roar_datestamp</th>\n",
" <th>roar_lastmod</th>\n",
" <th>roar_status_changed</th>\n",
" <th>roar_type</th>\n",
" <th>roar_succeeds</th>\n",
" <th>roar_commentary</th>\n",
" <th>roar_metadata_visibility</th>\n",
" <th>roar_latitude</th>\n",
" <th>roar_longitude</th>\n",
" <th>roar_relation_type</th>\n",
" <th>roar_relation_uri</th>\n",
" <th>roar_item_issues_id</th>\n",
" <th>roar_item_issues_type</th>\n",
" <th>roar_item_issues_description</th>\n",
" <th>roar_item_issues_timestamp</th>\n",
" <th>roar_item_issues_status</th>\n",
" <th>roar_item_issues_reported_by</th>\n",
" <th>roar_item_issues_resolved_by</th>\n",
" <th>roar_item_issues_comment</th>\n",
" <th>roar_item_issues_count</th>\n",
" <th>roar_sword_depositor</th>\n",
" <th>roar_sword_slug</th>\n",
" <th>roar_exemplar</th>\n",
" <th>roar_home_page</th>\n",
" <th>roar_title</th>\n",
" <th>roar_oai_pmh</th>\n",
" <th>roar_sword_endpoint</th>\n",
" <th>roar_rss_feed</th>\n",
" <th>roar_twitter_feed</th>\n",
" <th>roar_description</th>\n",
" <th>roar_fulltext</th>\n",
" <th>roar_open_access</th>\n",
" <th>roar_mandate</th>\n",
" <th>roar_organisation_title</th>\n",
" <th>roar_organisation_home_page</th>\n",
" <th>roar_location_country</th>\n",
" <th>roar_location_city</th>\n",
" <th>roar_location_latitude</th>\n",
" <th>roar_location_longitude</th>\n",
" <th>roar_software</th>\n",
" <th>roar_geoname</th>\n",
" <th>roar_version</th>\n",
" <th>roar_subjects</th>\n",
" <th>roar_date</th>\n",
" <th>roar_note</th>\n",
" <th>roar_suggestions</th>\n",
" <th>roar_activity_low</th>\n",
" <th>roar_activity_medium</th>\n",
" <th>roar_activity_high</th>\n",
" <th>roar_recordcount</th>\n",
" <th>roar_recordhistory</th>\n",
" <th>roar_fulltexts_total</th>\n",
" <th>roar_fulltexts_docs</th>\n",
" <th>roar_fulltexts_rtotal</th>\n",
" <th>roar_fulltexts_rdocs</th>\n",
" <th>roar_registry_name</th>\n",
" <th>roar_registry_id</th>\n",
" <th>roar_submit_to</th>\n",
" <th>roar_submitted_to_name</th>\n",
" <th>roar_submitted_to_done</th>\n",
" <th>roar_webometrics_rank</th>\n",
" <th>roar_webometrics_size</th>\n",
" <th>roar_webometrics_visibility</th>\n",
" <th>roar_webometrics_rich_files</th>\n",
" <th>roar_webometrics_scholar</th>\n",
" <th>roar_monthly_deposits</th>\n",
" <th>roar_total_deposits</th>\n",
" <th>roar_association</th>\n",
" <th>roar_unique_id</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>10013</td>\n",
" <td>31</td>\n",
" <td>archive</td>\n",
" <td>7104</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>disk0/00/01/00/13</td>\n",
" <td>2015-08-08 14:53:04</td>\n",
" <td>2016-03-21 19:54:43</td>\n",
" <td>2015-08-08 14:53:04</td>\n",
" <td>institutional</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>show</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>http://er.ucu.edu.ua/</td>\n",
" <td>ErUCU: Electronic repository of the Ukrainian ...</td>\n",
" <td>http://er.ucu.edu.ua/oai/request</td>\n",
" <td>http://er.ucu.edu.ua/sword/</td>\n",
" <td>http://er.ucu.edu.ua/feed/rss_2.0/site</td>\n",
" <td>NaN</td>\n",
" <td>Ukrainian Catholic University’s institutional ...</td>\n",
" <td>TRUE</td>\n",
" <td>TRUE</td>\n",
" <td>TRUE</td>\n",
" <td>Ukrainian Catholic University</td>\n",
" <td>http://ucu.edu.ua/eng/</td>\n",
" <td>ua</td>\n",
" <td>Lviv</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>dspace</td>\n",
" <td>geoname_2_UA</td>\n",
" <td>other</td>\n",
" <td>[BL, L1, D901, D204, H1, AC, BF, B1, BS, DK, H...</td>\n",
" <td>2015-07-07 12:38:37</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>[opendoar, celestial]</td>\n",
" <td>[5883, 3410]</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>[ivy_league, russell_group]</td>\n",
" <td>roar_10013</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" roar_eprintid roar_rev_number roar_eprint_status roar_userid roar_importid \\\n",
"7 10013 31 archive 7104 NaN \n",
"\n",
" roar_source roar_dir roar_datestamp roar_lastmod \\\n",
"7 NaN disk0/00/01/00/13 2015-08-08 14:53:04 2016-03-21 19:54:43 \n",
"\n",
" roar_status_changed roar_type roar_succeeds roar_commentary \\\n",
"7 2015-08-08 14:53:04 institutional NaN NaN \n",
"\n",
" roar_metadata_visibility roar_latitude roar_longitude roar_relation_type \\\n",
"7 show NaN NaN NaN \n",
"\n",
" roar_relation_uri roar_item_issues_id roar_item_issues_type \\\n",
"7 NaN NaN NaN \n",
"\n",
" roar_item_issues_description roar_item_issues_timestamp \\\n",
"7 NaN NaN \n",
"\n",
" roar_item_issues_status roar_item_issues_reported_by \\\n",
"7 NaN NaN \n",
"\n",
" roar_item_issues_resolved_by roar_item_issues_comment \\\n",
"7 NaN NaN \n",
"\n",
" roar_item_issues_count roar_sword_depositor roar_sword_slug roar_exemplar \\\n",
"7 NaN NaN NaN NaN \n",
"\n",
" roar_home_page roar_title \\\n",
"7 http://er.ucu.edu.ua/ ErUCU: Electronic repository of the Ukrainian ... \n",
"\n",
" roar_oai_pmh roar_sword_endpoint \\\n",
"7 http://er.ucu.edu.ua/oai/request http://er.ucu.edu.ua/sword/ \n",
"\n",
" roar_rss_feed roar_twitter_feed \\\n",
"7 http://er.ucu.edu.ua/feed/rss_2.0/site NaN \n",
"\n",
" roar_description roar_fulltext \\\n",
"7 Ukrainian Catholic University’s institutional ... TRUE \n",
"\n",
" roar_open_access roar_mandate roar_organisation_title \\\n",
"7 TRUE TRUE Ukrainian Catholic University \n",
"\n",
" roar_organisation_home_page roar_location_country roar_location_city \\\n",
"7 http://ucu.edu.ua/eng/ ua Lviv \n",
"\n",
" roar_location_latitude roar_location_longitude roar_software roar_geoname \\\n",
"7 NaN NaN dspace geoname_2_UA \n",
"\n",
" roar_version roar_subjects \\\n",
"7 other [BL, L1, D901, D204, H1, AC, BF, B1, BS, DK, H... \n",
"\n",
" roar_date roar_note roar_suggestions roar_activity_low \\\n",
"7 2015-07-07 12:38:37 NaN NaN NaN \n",
"\n",
" roar_activity_medium roar_activity_high roar_recordcount roar_recordhistory \\\n",
"7 NaN NaN NaN NaN \n",
"\n",
" roar_fulltexts_total roar_fulltexts_docs roar_fulltexts_rtotal \\\n",
"7 NaN NaN NaN \n",
"\n",
" roar_fulltexts_rdocs roar_registry_name roar_registry_id roar_submit_to \\\n",
"7 NaN [opendoar, celestial] [5883, 3410] NaN \n",
"\n",
" roar_submitted_to_name roar_submitted_to_done roar_webometrics_rank \\\n",
"7 NaN NaN NaN \n",
"\n",
" roar_webometrics_size roar_webometrics_visibility \\\n",
"7 NaN NaN \n",
"\n",
" roar_webometrics_rich_files roar_webometrics_scholar roar_monthly_deposits \\\n",
"7 NaN NaN NaN \n",
"\n",
" roar_total_deposits roar_association roar_unique_id \n",
"7 NaN [ivy_league, russell_group] roar_10013 "
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"roar_df[roar_df.roar_eprintid == '10013']"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Joining information"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>dedup_id</th>\n",
" <th>duplicate_id</th>\n",
" <th>original_id</th>\n",
" <th>name</th>\n",
" <th>source</th>\n",
" <th>unique_id</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>dedup::860320be12a1c050cd7731794e231bd3</td>\n",
" <td>opendoar____::2290a7385ed77cc5592dc2153229f082</td>\n",
" <td>1064</td>\n",
" <td>oxford university research archive</td>\n",
" <td>OpenDOAR</td>\n",
" <td>OpenDOAR_1064</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>dedup::1aa7a8773e6a7fdacbcedf9999009a38</td>\n",
" <td>opendoar____::191f8f858acda435ae0daf994e2a72c2</td>\n",
" <td>8648</td>\n",
" <td>digital commons@georgia southern</td>\n",
" <td>OpenDOAR</td>\n",
" <td>OpenDOAR_8648</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>dedup::31bceb0c3e2a260593e1e36655ebcee4</td>\n",
" <td>opendoar____::d5776aeecb3c45ab15adce6f5cb355f3</td>\n",
" <td>9713</td>\n",
" <td>materials data repository</td>\n",
" <td>OpenDOAR</td>\n",
" <td>OpenDOAR_9713</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>dedup::e37b08dd3015330dcbb5d6663667b8b8</td>\n",
" <td>opendoar____::18997733ec258a9fcaf239cc55d53363</td>\n",
" <td>427</td>\n",
" <td>digital repository at the university of maryland</td>\n",
" <td>OpenDOAR</td>\n",
" <td>OpenDOAR_427</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>dedup::2841194266115ac1cc04d19630cde46b</td>\n",
" <td>re3data_____::3afbb2b45a3dd218a5a091ca773cf6c5</td>\n",
" <td>r3d100011189</td>\n",
" <td>PRISM: University of Calgary's Digital Repository</td>\n",
" <td>re3data</td>\n",
" <td>re3data_r3d100011189</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" dedup_id \\\n",
"0 dedup::860320be12a1c050cd7731794e231bd3 \n",
"1 dedup::1aa7a8773e6a7fdacbcedf9999009a38 \n",
"2 dedup::31bceb0c3e2a260593e1e36655ebcee4 \n",
"3 dedup::e37b08dd3015330dcbb5d6663667b8b8 \n",
"4 dedup::2841194266115ac1cc04d19630cde46b \n",
"\n",
" duplicate_id original_id \\\n",
"0 opendoar____::2290a7385ed77cc5592dc2153229f082 1064 \n",
"1 opendoar____::191f8f858acda435ae0daf994e2a72c2 8648 \n",
"2 opendoar____::d5776aeecb3c45ab15adce6f5cb355f3 9713 \n",
"3 opendoar____::18997733ec258a9fcaf239cc55d53363 427 \n",
"4 re3data_____::3afbb2b45a3dd218a5a091ca773cf6c5 r3d100011189 \n",
"\n",
" name source \\\n",
"0 oxford university research archive OpenDOAR \n",
"1 digital commons@georgia southern OpenDOAR \n",
"2 materials data repository OpenDOAR \n",
"3 digital repository at the university of maryland OpenDOAR \n",
"4 PRISM: University of Calgary's Digital Repository re3data \n",
"\n",
" unique_id \n",
"0 OpenDOAR_1064 \n",
"1 OpenDOAR_8648 \n",
"2 OpenDOAR_9713 \n",
"3 OpenDOAR_427 \n",
"4 re3data_r3d100011189 "
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dup = pd.read_csv('../data/interim/datasources_dedup_result_v2.csv', sep=';', quotechar='\"', header=None, names=['dedup_id', 'duplicate_id', 'original_id', 'name', 'source'])\n",
"dup['unique_id'] = dup.source + '_' + dup.original_id\n",
"dup.head()"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>dedup_id</th>\n",
" <th>duplicate_id</th>\n",
" <th>original_id</th>\n",
" <th>name</th>\n",
" <th>source</th>\n",
" <th>unique_id</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>count</th>\n",
" <td>4611</td>\n",
" <td>4611</td>\n",
" <td>4611</td>\n",
" <td>4611</td>\n",
" <td>4611</td>\n",
" <td>4611</td>\n",
" </tr>\n",
" <tr>\n",
" <th>unique</th>\n",
" <td>2188</td>\n",
" <td>4611</td>\n",
" <td>4155</td>\n",
" <td>3964</td>\n",
" <td>4</td>\n",
" <td>4611</td>\n",
" </tr>\n",
" <tr>\n",
" <th>top</th>\n",
" <td>dedup::83d3d4b6c9579515e1679aca8cbc8033</td>\n",
" <td>opendoar____::2290a7385ed77cc5592dc2153229f082</td>\n",
" <td>3089</td>\n",
" <td>UPN JATIM REPOSITORY</td>\n",
" <td>roar</td>\n",
" <td>OpenDOAR_1064</td>\n",
" </tr>\n",
" <tr>\n",
" <th>freq</th>\n",
" <td>5</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>4</td>\n",
" <td>1977</td>\n",
" <td>1</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" dedup_id \\\n",
"count 4611 \n",
"unique 2188 \n",
"top dedup::83d3d4b6c9579515e1679aca8cbc8033 \n",
"freq 5 \n",
"\n",
" duplicate_id original_id \\\n",
"count 4611 4611 \n",
"unique 4611 4155 \n",
"top opendoar____::2290a7385ed77cc5592dc2153229f082 3089 \n",
"freq 1 3 \n",
"\n",
" name source unique_id \n",
"count 4611 4611 4611 \n",
"unique 3964 4 4611 \n",
"top UPN JATIM REPOSITORY roar OpenDOAR_1064 \n",
"freq 4 1977 1 "
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dup.describe()"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>dedup_id</th>\n",
" <th>duplicate_id</th>\n",
" <th>original_id</th>\n",
" <th>name</th>\n",
" <th>source</th>\n",
" <th>unique_id</th>\n",
" <th>FAIRsharing_id</th>\n",
" <th>FAIRsharing_type</th>\n",
" <th>FAIRsharing_attributes.created-at</th>\n",
" <th>FAIRsharing_attributes.updated-at</th>\n",
" <th>FAIRsharing_attributes.metadata.doi</th>\n",
" <th>FAIRsharing_attributes.metadata.name</th>\n",
" <th>FAIRsharing_attributes.metadata.status</th>\n",
" <th>FAIRsharing_attributes.metadata.contacts</th>\n",
" <th>FAIRsharing_attributes.metadata.homepage</th>\n",
" <th>FAIRsharing_attributes.metadata.identifier</th>\n",
" <th>FAIRsharing_attributes.metadata.description</th>\n",
" <th>FAIRsharing_attributes.metadata.support-links</th>\n",
" <th>FAIRsharing_attributes.metadata.year-creation</th>\n",
" <th>FAIRsharing_attributes.metadata.data-processes</th>\n",
" <th>FAIRsharing_attributes.legacy-ids</th>\n",
" <th>FAIRsharing_attributes.fairsharing-registry</th>\n",
" <th>FAIRsharing_attributes.record-type</th>\n",
" <th>FAIRsharing_attributes.subjects</th>\n",
" <th>FAIRsharing_attributes.domains</th>\n",
" <th>FAIRsharing_attributes.taxonomies</th>\n",
" <th>FAIRsharing_attributes.user-defined-tags</th>\n",
" <th>FAIRsharing_attributes.countries</th>\n",
" <th>FAIRsharing_attributes.name</th>\n",
" <th>FAIRsharing_attributes.abbreviation</th>\n",
" <th>FAIRsharing_attributes.url</th>\n",
" <th>FAIRsharing_attributes.doi</th>\n",
" <th>FAIRsharing_attributes.fairsharing-licence</th>\n",
" <th>FAIRsharing_attributes.description</th>\n",
" <th>FAIRsharing_attributes.publications</th>\n",
" <th>FAIRsharing_attributes.licence-links</th>\n",
" <th>FAIRsharing_attributes.metadata.citations</th>\n",
" <th>FAIRsharing_attributes.metadata.abbreviation</th>\n",
" <th>FAIRsharing_attributes.metadata.access-points</th>\n",
" <th>FAIRsharing_attributes.metadata.associated-tools</th>\n",
" <th>FAIRsharing_attributes.metadata.deprecation-date</th>\n",
" <th>FAIRsharing_attributes.metadata.deprecation-reason</th>\n",
" <th>FAIRsharing_attributes.metadata.tombstone</th>\n",
" <th>FAIRsharing_unique_id</th>\n",
" <th>re3data_OpenAIREID</th>\n",
" <th>re3data_orgIdentifier</th>\n",
" <th>re3data_repositoryName</th>\n",
" <th>re3data_additionalName</th>\n",
" <th>re3data_repositoryURL</th>\n",
" <th>re3data_repositoryIdentifier</th>\n",
" <th>re3data_description</th>\n",
" <th>re3data_type</th>\n",
" <th>re3data_size</th>\n",
" <th>re3data_updateDate</th>\n",
" <th>re3data_startDate</th>\n",
" <th>re3data_endDate</th>\n",
" <th>re3data_subject</th>\n",
" <th>re3data_missionStatement</th>\n",
" <th>re3data_contentType</th>\n",
" <th>re3data_providerType</th>\n",
" <th>re3data_keyword</th>\n",
" <th>re3data_institution</th>\n",
" <th>re3data_policy</th>\n",
" <th>re3data_databaseAccess</th>\n",
" <th>re3data_databaseLicense</th>\n",
" <th>re3data_dataAccess</th>\n",
" <th>re3data_dataLicense</th>\n",
" <th>re3data_dataUpload</th>\n",
" <th>re3data_dataUploadLicense</th>\n",
" <th>re3data_software</th>\n",
" <th>re3data_versioning</th>\n",
" <th>re3data_api</th>\n",
" <th>re3data_pidSystem</th>\n",
" <th>re3data_citationGuidelineURL</th>\n",
" <th>re3data_aidSystem</th>\n",
" <th>re3data_enhancedPublication</th>\n",
" <th>re3data_qualityManagement</th>\n",
" <th>re3data_certificate</th>\n",
" <th>re3data_metadataStandard</th>\n",
" <th>re3data_syndication</th>\n",
" <th>re3data_remarks</th>\n",
" <th>re3data_entryDate</th>\n",
" <th>re3data_lastUpdate</th>\n",
" <th>re3data_unique_id</th>\n",
" <th>OpenDOAR_OpenAIREID</th>\n",
" <th>OpenDOAR_orgIdentifier</th>\n",
" <th>OpenDOAR_repositoryName</th>\n",
" <th>OpenDOAR_alternativeNames</th>\n",
" <th>OpenDOAR_repositoryURL</th>\n",
" <th>OpenDOAR_description</th>\n",
" <th>OpenDOAR_type</th>\n",
" <th>OpenDOAR_updateDate</th>\n",
" <th>OpenDOAR_startDate</th>\n",
" <th>OpenDOAR_subject</th>\n",
" <th>OpenDOAR_contentType</th>\n",
" <th>OpenDOAR_institution</th>\n",
" <th>OpenDOAR_metadataPolicy</th>\n",
" <th>OpenDOAR_dataPolicy</th>\n",
" <th>OpenDOAR_submissionPolicy</th>\n",
" <th>OpenDOAR_contentPolicy</th>\n",
" <th>OpenDOAR_software</th>\n",
" <th>OpenDOAR_api</th>\n",
" <th>OpenDOAR_unique_id</th>\n",
" <th>roar_eprintid</th>\n",
" <th>roar_rev_number</th>\n",
" <th>roar_eprint_status</th>\n",
" <th>roar_userid</th>\n",
" <th>roar_importid</th>\n",
" <th>roar_source</th>\n",
" <th>roar_dir</th>\n",
" <th>roar_datestamp</th>\n",
" <th>roar_lastmod</th>\n",
" <th>roar_status_changed</th>\n",
" <th>roar_type</th>\n",
" <th>roar_succeeds</th>\n",
" <th>roar_commentary</th>\n",
" <th>roar_metadata_visibility</th>\n",
" <th>roar_latitude</th>\n",
" <th>roar_longitude</th>\n",
" <th>roar_relation_type</th>\n",
" <th>roar_relation_uri</th>\n",
" <th>roar_item_issues_id</th>\n",
" <th>roar_item_issues_type</th>\n",
" <th>roar_item_issues_description</th>\n",
" <th>roar_item_issues_timestamp</th>\n",
" <th>roar_item_issues_status</th>\n",
" <th>roar_item_issues_reported_by</th>\n",
" <th>roar_item_issues_resolved_by</th>\n",
" <th>roar_item_issues_comment</th>\n",
" <th>roar_item_issues_count</th>\n",
" <th>roar_sword_depositor</th>\n",
" <th>roar_sword_slug</th>\n",
" <th>roar_exemplar</th>\n",
" <th>roar_home_page</th>\n",
" <th>roar_title</th>\n",
" <th>roar_oai_pmh</th>\n",
" <th>roar_sword_endpoint</th>\n",
" <th>roar_rss_feed</th>\n",
" <th>roar_twitter_feed</th>\n",
" <th>roar_description</th>\n",
" <th>roar_fulltext</th>\n",
" <th>roar_open_access</th>\n",
" <th>roar_mandate</th>\n",
" <th>roar_organisation_title</th>\n",
" <th>roar_organisation_home_page</th>\n",
" <th>roar_location_country</th>\n",
" <th>roar_location_city</th>\n",
" <th>roar_location_latitude</th>\n",
" <th>roar_location_longitude</th>\n",
" <th>roar_software</th>\n",
" <th>roar_geoname</th>\n",
" <th>roar_version</th>\n",
" <th>roar_subjects</th>\n",
" <th>roar_date</th>\n",
" <th>roar_note</th>\n",
" <th>roar_suggestions</th>\n",
" <th>roar_activity_low</th>\n",
" <th>roar_activity_medium</th>\n",
" <th>roar_activity_high</th>\n",
" <th>roar_recordcount</th>\n",
" <th>roar_recordhistory</th>\n",
" <th>roar_fulltexts_total</th>\n",
" <th>roar_fulltexts_docs</th>\n",
" <th>roar_fulltexts_rtotal</th>\n",
" <th>roar_fulltexts_rdocs</th>\n",
" <th>roar_registry_name</th>\n",
" <th>roar_registry_id</th>\n",
" <th>roar_submit_to</th>\n",
" <th>roar_submitted_to_name</th>\n",
" <th>roar_submitted_to_done</th>\n",
" <th>roar_webometrics_rank</th>\n",
" <th>roar_webometrics_size</th>\n",
" <th>roar_webometrics_visibility</th>\n",
" <th>roar_webometrics_rich_files</th>\n",
" <th>roar_webometrics_scholar</th>\n",
" <th>roar_monthly_deposits</th>\n",
" <th>roar_total_deposits</th>\n",
" <th>roar_association</th>\n",
" <th>roar_unique_id</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>dedup::860320be12a1c050cd7731794e231bd3</td>\n",
" <td>opendoar____::2290a7385ed77cc5592dc2153229f082</td>\n",
" <td>1064</td>\n",
" <td>oxford university research archive</td>\n",
" <td>OpenDOAR</td>\n",
" <td>OpenDOAR_1064</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>opendoar____::2290a7385ed77cc5592dc2153229f082</td>\n",
" <td>1064</td>\n",
" <td>oxford university research archive</td>\n",
" <td>[ora]</td>\n",
" <td>http://ora.ox.ac.uk</td>\n",
" <td>this site provides access to the collected res...</td>\n",
" <td>institutional</td>\n",
" <td>2021-09-13 13:35:44</td>\n",
" <td>2007-10-10 16:16:02</td>\n",
" <td>[multidisciplinary]</td>\n",
" <td>[journal_articles, conference_and_workshop_pap...</td>\n",
" <td>[[university of oxford, [], gb, http://www.ox....</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>fedora 4.6.2</td>\n",
" <td>true</td>\n",
" <td>OpenDOAR_1064</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>dedup::1aa7a8773e6a7fdacbcedf9999009a38</td>\n",
" <td>opendoar____::191f8f858acda435ae0daf994e2a72c2</td>\n",
" <td>8648</td>\n",
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" <td>OpenDOAR_8648</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
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" <td>NaN</td>\n",
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" <td>NaN</td>\n",
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" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
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" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>opendoar____::191f8f858acda435ae0daf994e2a72c2</td>\n",
" <td>8648</td>\n",
" <td>digital commons@georgia southern</td>\n",
" <td>[]</td>\n",
" <td>https://digitalcommons.georgiasouthern.edu</td>\n",
" <td>this site provides access to the research outp...</td>\n",
" <td>institutional</td>\n",
" <td>2021-02-18 18:13:34</td>\n",
" <td>2019-09-28 04:24:47</td>\n",
" <td>[multidisciplinary]</td>\n",
" <td>[journal_articles, conference_and_workshop_pap...</td>\n",
" <td>[[georgia southern university, [], us, https:/...</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>digital_commons</td>\n",
" <td>true</td>\n",
" <td>OpenDOAR_8648</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
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" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>dedup::31bceb0c3e2a260593e1e36655ebcee4</td>\n",
" <td>opendoar____::d5776aeecb3c45ab15adce6f5cb355f3</td>\n",
" <td>9713</td>\n",
" <td>materials data repository</td>\n",
" <td>OpenDOAR</td>\n",
" <td>OpenDOAR_9713</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
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" <td>NaN</td>\n",
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" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
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" <td>NaN</td>\n",
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" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>opendoar____::d5776aeecb3c45ab15adce6f5cb355f3</td>\n",
" <td>9713</td>\n",
" <td>materials data repository</td>\n",
" <td>[mdr]</td>\n",
" <td>https://mdr.nims.go.jp</td>\n",
" <td>mdr : materials data repository is a data repo...</td>\n",
" <td>institutional</td>\n",
" <td>2021-05-21 18:04:32</td>\n",
" <td>2020-07-13 10:09:55</td>\n",
" <td>[science general]</td>\n",
" <td>[journal_articles, conference_and_workshop_pap...</td>\n",
" <td>[[national institute for materials science, [n...</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>fedora</td>\n",
" <td>true</td>\n",
" <td>OpenDOAR_9713</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
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" <td>NaN</td>\n",
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" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>dedup::e37b08dd3015330dcbb5d6663667b8b8</td>\n",
" <td>opendoar____::18997733ec258a9fcaf239cc55d53363</td>\n",
" <td>427</td>\n",
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" <td>OpenDOAR_427</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>opendoar____::18997733ec258a9fcaf239cc55d53363</td>\n",
" <td>427</td>\n",
" <td>digital repository at the university of maryland</td>\n",
" <td>[drum]</td>\n",
" <td>http://drum.lib.umd.edu/</td>\n",
" <td>this site is a university repository providing...</td>\n",
" <td>institutional</td>\n",
" <td>2021-09-13 13:35:39</td>\n",
" <td>2006-08-04 09:09:20</td>\n",
" <td>[multidisciplinary]</td>\n",
" <td>[journal_articles, theses_and_dissertations, u...</td>\n",
" <td>[[university of maryland, [], us, http://www.u...</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>dspace 4.1.0</td>\n",
" <td>true</td>\n",
" <td>OpenDOAR_427</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
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" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>dedup::2841194266115ac1cc04d19630cde46b</td>\n",
" <td>re3data_____::3afbb2b45a3dd218a5a091ca773cf6c5</td>\n",
" <td>r3d100011189</td>\n",
" <td>PRISM: University of Calgary's Digital Repository</td>\n",
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" <td>re3data_____::3afbb2b45a3dd218a5a091ca773cf6c5</td>\n",
" <td>r3d100011189</td>\n",
" <td>PRISM: University of Calgary's Digital Repository</td>\n",
" <td>[]</td>\n",
" <td>https://prism.ucalgary.ca/</td>\n",
" <td>[OpenDOAR:7771]</td>\n",
" <td>PRISM is a digital archive of the University o...</td>\n",
" <td>[institutional]</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>[1 Humanities and Social Sciences, 11 Humaniti...</td>\n",
" <td>False</td>\n",
" <td>[Audiovisual data, Images, Standard office doc...</td>\n",
" <td>[dataProvider]</td>\n",
" <td>[multidisciplinary]</td>\n",
" <td>[[University of Calgary, Libraries and Cultura...</td>\n",
" <td>True</td>\n",
" <td>true</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>NaN</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>no</td>\n",
" <td>yes</td>\n",
" <td>False</td>\n",
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" <td>True</td>\n",
" <td>NaN</td>\n",
" <td>2014-10-20</td>\n",
" <td>2020-01-09</td>\n",
" <td>re3data_r3d100011189</td>\n",
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],
"text/plain": [
" dedup_id \\\n",
"0 dedup::860320be12a1c050cd7731794e231bd3 \n",
"1 dedup::1aa7a8773e6a7fdacbcedf9999009a38 \n",
"2 dedup::31bceb0c3e2a260593e1e36655ebcee4 \n",
"3 dedup::e37b08dd3015330dcbb5d6663667b8b8 \n",
"4 dedup::2841194266115ac1cc04d19630cde46b \n",
"\n",
" duplicate_id original_id \\\n",
"0 opendoar____::2290a7385ed77cc5592dc2153229f082 1064 \n",
"1 opendoar____::191f8f858acda435ae0daf994e2a72c2 8648 \n",
"2 opendoar____::d5776aeecb3c45ab15adce6f5cb355f3 9713 \n",
"3 opendoar____::18997733ec258a9fcaf239cc55d53363 427 \n",
"4 re3data_____::3afbb2b45a3dd218a5a091ca773cf6c5 r3d100011189 \n",
"\n",
" name source \\\n",
"0 oxford university research archive OpenDOAR \n",
"1 digital commons@georgia southern OpenDOAR \n",
"2 materials data repository OpenDOAR \n",
"3 digital repository at the university of maryland OpenDOAR \n",
"4 PRISM: University of Calgary's Digital Repository re3data \n",
"\n",
" unique_id FAIRsharing_id FAIRsharing_type \\\n",
"0 OpenDOAR_1064 NaN NaN \n",
"1 OpenDOAR_8648 NaN NaN \n",
"2 OpenDOAR_9713 NaN NaN \n",
"3 OpenDOAR_427 NaN NaN \n",
"4 re3data_r3d100011189 NaN NaN \n",
"\n",
" FAIRsharing_attributes.created-at FAIRsharing_attributes.updated-at \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"\n",
" FAIRsharing_attributes.metadata.doi FAIRsharing_attributes.metadata.name \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"\n",
" FAIRsharing_attributes.metadata.status \\\n",
"0 NaN \n",
"1 NaN \n",
"2 NaN \n",
"3 NaN \n",
"4 NaN \n",
"\n",
" FAIRsharing_attributes.metadata.contacts \\\n",
"0 NaN \n",
"1 NaN \n",
"2 NaN \n",
"3 NaN \n",
"4 NaN \n",
"\n",
" FAIRsharing_attributes.metadata.homepage \\\n",
"0 NaN \n",
"1 NaN \n",
"2 NaN \n",
"3 NaN \n",
"4 NaN \n",
"\n",
" FAIRsharing_attributes.metadata.identifier \\\n",
"0 NaN \n",
"1 NaN \n",
"2 NaN \n",
"3 NaN \n",
"4 NaN \n",
"\n",
" FAIRsharing_attributes.metadata.description \\\n",
"0 NaN \n",
"1 NaN \n",
"2 NaN \n",
"3 NaN \n",
"4 NaN \n",
"\n",
" FAIRsharing_attributes.metadata.support-links \\\n",
"0 NaN \n",
"1 NaN \n",
"2 NaN \n",
"3 NaN \n",
"4 NaN \n",
"\n",
" FAIRsharing_attributes.metadata.year-creation \\\n",
"0 NaN \n",
"1 NaN \n",
"2 NaN \n",
"3 NaN \n",
"4 NaN \n",
"\n",
" FAIRsharing_attributes.metadata.data-processes \\\n",
"0 NaN \n",
"1 NaN \n",
"2 NaN \n",
"3 NaN \n",
"4 NaN \n",
"\n",
" FAIRsharing_attributes.legacy-ids \\\n",
"0 NaN \n",
"1 NaN \n",
"2 NaN \n",
"3 NaN \n",
"4 NaN \n",
"\n",
" FAIRsharing_attributes.fairsharing-registry \\\n",
"0 NaN \n",
"1 NaN \n",
"2 NaN \n",
"3 NaN \n",
"4 NaN \n",
"\n",
" FAIRsharing_attributes.record-type FAIRsharing_attributes.subjects \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"\n",
" FAIRsharing_attributes.domains FAIRsharing_attributes.taxonomies \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"\n",
" FAIRsharing_attributes.user-defined-tags FAIRsharing_attributes.countries \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"\n",
" FAIRsharing_attributes.name FAIRsharing_attributes.abbreviation \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"\n",
" FAIRsharing_attributes.url FAIRsharing_attributes.doi \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"\n",
" FAIRsharing_attributes.fairsharing-licence \\\n",
"0 NaN \n",
"1 NaN \n",
"2 NaN \n",
"3 NaN \n",
"4 NaN \n",
"\n",
" FAIRsharing_attributes.description FAIRsharing_attributes.publications \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"\n",
" FAIRsharing_attributes.licence-links \\\n",
"0 NaN \n",
"1 NaN \n",
"2 NaN \n",
"3 NaN \n",
"4 NaN \n",
"\n",
" FAIRsharing_attributes.metadata.citations \\\n",
"0 NaN \n",
"1 NaN \n",
"2 NaN \n",
"3 NaN \n",
"4 NaN \n",
"\n",
" FAIRsharing_attributes.metadata.abbreviation \\\n",
"0 NaN \n",
"1 NaN \n",
"2 NaN \n",
"3 NaN \n",
"4 NaN \n",
"\n",
" FAIRsharing_attributes.metadata.access-points \\\n",
"0 NaN \n",
"1 NaN \n",
"2 NaN \n",
"3 NaN \n",
"4 NaN \n",
"\n",
" FAIRsharing_attributes.metadata.associated-tools \\\n",
"0 NaN \n",
"1 NaN \n",
"2 NaN \n",
"3 NaN \n",
"4 NaN \n",
"\n",
" FAIRsharing_attributes.metadata.deprecation-date \\\n",
"0 NaN \n",
"1 NaN \n",
"2 NaN \n",
"3 NaN \n",
"4 NaN \n",
"\n",
" FAIRsharing_attributes.metadata.deprecation-reason \\\n",
"0 NaN \n",
"1 NaN \n",
"2 NaN \n",
"3 NaN \n",
"4 NaN \n",
"\n",
" FAIRsharing_attributes.metadata.tombstone FAIRsharing_unique_id \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"\n",
" re3data_OpenAIREID re3data_orgIdentifier \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 re3data_____::3afbb2b45a3dd218a5a091ca773cf6c5 r3d100011189 \n",
"\n",
" re3data_repositoryName re3data_additionalName \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 PRISM: University of Calgary's Digital Repository [] \n",
"\n",
" re3data_repositoryURL re3data_repositoryIdentifier \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 https://prism.ucalgary.ca/ [OpenDOAR:7771] \n",
"\n",
" re3data_description re3data_type \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 PRISM is a digital archive of the University o... [institutional] \n",
"\n",
" re3data_size re3data_updateDate re3data_startDate re3data_endDate \\\n",
"0 NaN NaN NaN NaN \n",
"1 NaN NaN NaN NaN \n",
"2 NaN NaN NaN NaN \n",
"3 NaN NaN NaN NaN \n",
"4 NaN NaN NaN NaN \n",
"\n",
" re3data_subject re3data_missionStatement \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 [1 Humanities and Social Sciences, 11 Humaniti... False \n",
"\n",
" re3data_contentType re3data_providerType \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 [Audiovisual data, Images, Standard office doc... [dataProvider] \n",
"\n",
" re3data_keyword re3data_institution \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 [multidisciplinary] [[University of Calgary, Libraries and Cultura... \n",
"\n",
" re3data_policy re3data_databaseAccess re3data_databaseLicense \\\n",
"0 NaN NaN NaN \n",
"1 NaN NaN NaN \n",
"2 NaN NaN NaN \n",
"3 NaN NaN NaN \n",
"4 True true False \n",
"\n",
" re3data_dataAccess re3data_dataLicense re3data_dataUpload \\\n",
"0 NaN NaN NaN \n",
"1 NaN NaN NaN \n",
"2 NaN NaN NaN \n",
"3 NaN NaN NaN \n",
"4 True True True \n",
"\n",
" re3data_dataUploadLicense re3data_software re3data_versioning re3data_api \\\n",
"0 NaN NaN NaN NaN \n",
"1 NaN NaN NaN NaN \n",
"2 NaN NaN NaN NaN \n",
"3 NaN NaN NaN NaN \n",
"4 True True NaN False \n",
"\n",
" re3data_pidSystem re3data_citationGuidelineURL re3data_aidSystem \\\n",
"0 NaN NaN NaN \n",
"1 NaN NaN NaN \n",
"2 NaN NaN NaN \n",
"3 NaN NaN NaN \n",
"4 True True True \n",
"\n",
" re3data_enhancedPublication re3data_qualityManagement re3data_certificate \\\n",
"0 NaN NaN NaN \n",
"1 NaN NaN NaN \n",
"2 NaN NaN NaN \n",
"3 NaN NaN NaN \n",
"4 no yes False \n",
"\n",
" re3data_metadataStandard re3data_syndication re3data_remarks \\\n",
"0 NaN NaN NaN \n",
"1 NaN NaN NaN \n",
"2 NaN NaN NaN \n",
"3 NaN NaN NaN \n",
"4 False True NaN \n",
"\n",
" re3data_entryDate re3data_lastUpdate re3data_unique_id \\\n",
"0 NaN NaN NaN \n",
"1 NaN NaN NaN \n",
"2 NaN NaN NaN \n",
"3 NaN NaN NaN \n",
"4 2014-10-20 2020-01-09 re3data_r3d100011189 \n",
"\n",
" OpenDOAR_OpenAIREID OpenDOAR_orgIdentifier \\\n",
"0 opendoar____::2290a7385ed77cc5592dc2153229f082 1064 \n",
"1 opendoar____::191f8f858acda435ae0daf994e2a72c2 8648 \n",
"2 opendoar____::d5776aeecb3c45ab15adce6f5cb355f3 9713 \n",
"3 opendoar____::18997733ec258a9fcaf239cc55d53363 427 \n",
"4 NaN NaN \n",
"\n",
" OpenDOAR_repositoryName OpenDOAR_alternativeNames \\\n",
"0 oxford university research archive [ora] \n",
"1 digital commons@georgia southern [] \n",
"2 materials data repository [mdr] \n",
"3 digital repository at the university of maryland [drum] \n",
"4 NaN NaN \n",
"\n",
" OpenDOAR_repositoryURL \\\n",
"0 http://ora.ox.ac.uk \n",
"1 https://digitalcommons.georgiasouthern.edu \n",
"2 https://mdr.nims.go.jp \n",
"3 http://drum.lib.umd.edu/ \n",
"4 NaN \n",
"\n",
" OpenDOAR_description OpenDOAR_type \\\n",
"0 this site provides access to the collected res... institutional \n",
"1 this site provides access to the research outp... institutional \n",
"2 mdr : materials data repository is a data repo... institutional \n",
"3 this site is a university repository providing... institutional \n",
"4 NaN NaN \n",
"\n",
" OpenDOAR_updateDate OpenDOAR_startDate OpenDOAR_subject \\\n",
"0 2021-09-13 13:35:44 2007-10-10 16:16:02 [multidisciplinary] \n",
"1 2021-02-18 18:13:34 2019-09-28 04:24:47 [multidisciplinary] \n",
"2 2021-05-21 18:04:32 2020-07-13 10:09:55 [science general] \n",
"3 2021-09-13 13:35:39 2006-08-04 09:09:20 [multidisciplinary] \n",
"4 NaN NaN NaN \n",
"\n",
" OpenDOAR_contentType \\\n",
"0 [journal_articles, conference_and_workshop_pap... \n",
"1 [journal_articles, conference_and_workshop_pap... \n",
"2 [journal_articles, conference_and_workshop_pap... \n",
"3 [journal_articles, theses_and_dissertations, u... \n",
"4 NaN \n",
"\n",
" OpenDOAR_institution OpenDOAR_metadataPolicy \\\n",
"0 [[university of oxford, [], gb, http://www.ox.... False \n",
"1 [[georgia southern university, [], us, https:/... False \n",
"2 [[national institute for materials science, [n... False \n",
"3 [[university of maryland, [], us, http://www.u... False \n",
"4 NaN NaN \n",
"\n",
" OpenDOAR_dataPolicy OpenDOAR_submissionPolicy OpenDOAR_contentPolicy \\\n",
"0 False False False \n",
"1 False False False \n",
"2 False False False \n",
"3 False False False \n",
"4 NaN NaN NaN \n",
"\n",
" OpenDOAR_software OpenDOAR_api OpenDOAR_unique_id roar_eprintid \\\n",
"0 fedora 4.6.2 true OpenDOAR_1064 NaN \n",
"1 digital_commons true OpenDOAR_8648 NaN \n",
"2 fedora true OpenDOAR_9713 NaN \n",
"3 dspace 4.1.0 true OpenDOAR_427 NaN \n",
"4 NaN NaN NaN NaN \n",
"\n",
" roar_rev_number roar_eprint_status roar_userid roar_importid roar_source \\\n",
"0 NaN NaN NaN NaN NaN \n",
"1 NaN NaN NaN NaN NaN \n",
"2 NaN NaN NaN NaN NaN \n",
"3 NaN NaN NaN NaN NaN \n",
"4 NaN NaN NaN NaN NaN \n",
"\n",
" roar_dir roar_datestamp roar_lastmod roar_status_changed roar_type \\\n",
"0 NaN NaN NaN NaN NaN \n",
"1 NaN NaN NaN NaN NaN \n",
"2 NaN NaN NaN NaN NaN \n",
"3 NaN NaN NaN NaN NaN \n",
"4 NaN NaN NaN NaN NaN \n",
"\n",
" roar_succeeds roar_commentary roar_metadata_visibility roar_latitude \\\n",
"0 NaN NaN NaN NaN \n",
"1 NaN NaN NaN NaN \n",
"2 NaN NaN NaN NaN \n",
"3 NaN NaN NaN NaN \n",
"4 NaN NaN NaN NaN \n",
"\n",
" roar_longitude roar_relation_type roar_relation_uri roar_item_issues_id \\\n",
"0 NaN NaN NaN NaN \n",
"1 NaN NaN NaN NaN \n",
"2 NaN NaN NaN NaN \n",
"3 NaN NaN NaN NaN \n",
"4 NaN NaN NaN NaN \n",
"\n",
" roar_item_issues_type roar_item_issues_description \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"\n",
" roar_item_issues_timestamp roar_item_issues_status \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"\n",
" roar_item_issues_reported_by roar_item_issues_resolved_by \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"\n",
" roar_item_issues_comment roar_item_issues_count roar_sword_depositor \\\n",
"0 NaN NaN NaN \n",
"1 NaN NaN NaN \n",
"2 NaN NaN NaN \n",
"3 NaN NaN NaN \n",
"4 NaN NaN NaN \n",
"\n",
" roar_sword_slug roar_exemplar roar_home_page roar_title roar_oai_pmh \\\n",
"0 NaN NaN NaN NaN NaN \n",
"1 NaN NaN NaN NaN NaN \n",
"2 NaN NaN NaN NaN NaN \n",
"3 NaN NaN NaN NaN NaN \n",
"4 NaN NaN NaN NaN NaN \n",
"\n",
" roar_sword_endpoint roar_rss_feed roar_twitter_feed roar_description \\\n",
"0 NaN NaN NaN NaN \n",
"1 NaN NaN NaN NaN \n",
"2 NaN NaN NaN NaN \n",
"3 NaN NaN NaN NaN \n",
"4 NaN NaN NaN NaN \n",
"\n",
" roar_fulltext roar_open_access roar_mandate roar_organisation_title \\\n",
"0 NaN NaN NaN NaN \n",
"1 NaN NaN NaN NaN \n",
"2 NaN NaN NaN NaN \n",
"3 NaN NaN NaN NaN \n",
"4 NaN NaN NaN NaN \n",
"\n",
" roar_organisation_home_page roar_location_country roar_location_city \\\n",
"0 NaN NaN NaN \n",
"1 NaN NaN NaN \n",
"2 NaN NaN NaN \n",
"3 NaN NaN NaN \n",
"4 NaN NaN NaN \n",
"\n",
" roar_location_latitude roar_location_longitude roar_software roar_geoname \\\n",
"0 NaN NaN NaN NaN \n",
"1 NaN NaN NaN NaN \n",
"2 NaN NaN NaN NaN \n",
"3 NaN NaN NaN NaN \n",
"4 NaN NaN NaN NaN \n",
"\n",
" roar_version roar_subjects roar_date roar_note roar_suggestions \\\n",
"0 NaN NaN NaN NaN NaN \n",
"1 NaN NaN NaN NaN NaN \n",
"2 NaN NaN NaN NaN NaN \n",
"3 NaN NaN NaN NaN NaN \n",
"4 NaN NaN NaN NaN NaN \n",
"\n",
" roar_activity_low roar_activity_medium roar_activity_high roar_recordcount \\\n",
"0 NaN NaN NaN NaN \n",
"1 NaN NaN NaN NaN \n",
"2 NaN NaN NaN NaN \n",
"3 NaN NaN NaN NaN \n",
"4 NaN NaN NaN NaN \n",
"\n",
" roar_recordhistory roar_fulltexts_total roar_fulltexts_docs \\\n",
"0 NaN NaN NaN \n",
"1 NaN NaN NaN \n",
"2 NaN NaN NaN \n",
"3 NaN NaN NaN \n",
"4 NaN NaN NaN \n",
"\n",
" roar_fulltexts_rtotal roar_fulltexts_rdocs roar_registry_name \\\n",
"0 NaN NaN NaN \n",
"1 NaN NaN NaN \n",
"2 NaN NaN NaN \n",
"3 NaN NaN NaN \n",
"4 NaN NaN NaN \n",
"\n",
" roar_registry_id roar_submit_to roar_submitted_to_name \\\n",
"0 NaN NaN NaN \n",
"1 NaN NaN NaN \n",
"2 NaN NaN NaN \n",
"3 NaN NaN NaN \n",
"4 NaN NaN NaN \n",
"\n",
" roar_submitted_to_done roar_webometrics_rank roar_webometrics_size \\\n",
"0 NaN NaN NaN \n",
"1 NaN NaN NaN \n",
"2 NaN NaN NaN \n",
"3 NaN NaN NaN \n",
"4 NaN NaN NaN \n",
"\n",
" roar_webometrics_visibility roar_webometrics_rich_files \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 NaN NaN \n",
"\n",
" roar_webometrics_scholar roar_monthly_deposits roar_total_deposits \\\n",
"0 NaN NaN NaN \n",
"1 NaN NaN NaN \n",
"2 NaN NaN NaN \n",
"3 NaN NaN NaN \n",
"4 NaN NaN NaN \n",
"\n",
" roar_association roar_unique_id \n",
"0 NaN NaN \n",
"1 NaN NaN \n",
"2 NaN NaN \n",
"3 NaN NaN \n",
"4 NaN NaN "
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dup = dup.merge(fairsharing_df, left_on='unique_id', right_on='FAIRsharing_unique_id', how='left')\n",
"dup = dup.merge(re3data_df, left_on='unique_id', right_on='re3data_unique_id', how='left')\n",
"dup = dup.merge(opendoar_df, left_on='unique_id', right_on='OpenDOAR_unique_id', how='left')\n",
"dup = dup.merge(roar_df, left_on='unique_id', right_on='roar_unique_id', how='left')\n",
"dup.head()"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"<ipython-input-10-85e2703cd177>:2: PerformanceWarning:\n",
"\n",
"DataFrame is highly fragmented. This is usually the result of calling `frame.insert` many times, which has poor performance. Consider using pd.concat instead. To get a de-fragmented frame, use `newframe = frame.copy()`\n",
"\n"
]
},
{
"data": {
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" <th></th>\n",
" <th>duplicate_id</th>\n",
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" <th>re3data_endDate</th>\n",
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" <th>re3data_missionStatement</th>\n",
" <th>re3data_contentType</th>\n",
" <th>re3data_providerType</th>\n",
" <th>re3data_keyword</th>\n",
" <th>re3data_institution</th>\n",
" <th>re3data_policy</th>\n",
" <th>re3data_databaseAccess</th>\n",
" <th>re3data_databaseLicense</th>\n",
" <th>re3data_dataAccess</th>\n",
" <th>re3data_dataLicense</th>\n",
" <th>re3data_dataUpload</th>\n",
" <th>re3data_dataUploadLicense</th>\n",
" <th>re3data_software</th>\n",
" <th>re3data_versioning</th>\n",
" <th>re3data_api</th>\n",
" <th>re3data_pidSystem</th>\n",
" <th>re3data_citationGuidelineURL</th>\n",
" <th>re3data_aidSystem</th>\n",
" <th>re3data_enhancedPublication</th>\n",
" <th>re3data_qualityManagement</th>\n",
" <th>re3data_certificate</th>\n",
" <th>re3data_metadataStandard</th>\n",
" <th>re3data_syndication</th>\n",
" <th>re3data_remarks</th>\n",
" <th>re3data_entryDate</th>\n",
" <th>re3data_lastUpdate</th>\n",
" <th>re3data_unique_id</th>\n",
" <th>OpenDOAR_OpenAIREID</th>\n",
" <th>OpenDOAR_orgIdentifier</th>\n",
" <th>OpenDOAR_repositoryName</th>\n",
" <th>OpenDOAR_alternativeNames</th>\n",
" <th>OpenDOAR_repositoryURL</th>\n",
" <th>OpenDOAR_description</th>\n",
" <th>OpenDOAR_type</th>\n",
" <th>OpenDOAR_updateDate</th>\n",
" <th>OpenDOAR_startDate</th>\n",
" <th>OpenDOAR_subject</th>\n",
" <th>OpenDOAR_contentType</th>\n",
" <th>OpenDOAR_institution</th>\n",
" <th>OpenDOAR_metadataPolicy</th>\n",
" <th>OpenDOAR_dataPolicy</th>\n",
" <th>OpenDOAR_submissionPolicy</th>\n",
" <th>OpenDOAR_contentPolicy</th>\n",
" <th>OpenDOAR_software</th>\n",
" <th>OpenDOAR_api</th>\n",
" <th>OpenDOAR_unique_id</th>\n",
" <th>roar_eprintid</th>\n",
" <th>roar_rev_number</th>\n",
" <th>roar_eprint_status</th>\n",
" <th>roar_userid</th>\n",
" <th>roar_importid</th>\n",
" <th>roar_source</th>\n",
" <th>roar_dir</th>\n",
" <th>roar_datestamp</th>\n",
" <th>roar_lastmod</th>\n",
" <th>roar_status_changed</th>\n",
" <th>roar_type</th>\n",
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" <th>roar_commentary</th>\n",
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" <th>roar_latitude</th>\n",
" <th>roar_longitude</th>\n",
" <th>roar_relation_type</th>\n",
" <th>roar_relation_uri</th>\n",
" <th>roar_item_issues_id</th>\n",
" <th>roar_item_issues_type</th>\n",
" <th>roar_item_issues_description</th>\n",
" <th>roar_item_issues_timestamp</th>\n",
" <th>roar_item_issues_status</th>\n",
" <th>roar_item_issues_reported_by</th>\n",
" <th>roar_item_issues_resolved_by</th>\n",
" <th>roar_item_issues_comment</th>\n",
" <th>roar_item_issues_count</th>\n",
" <th>roar_sword_depositor</th>\n",
" <th>roar_sword_slug</th>\n",
" <th>roar_exemplar</th>\n",
" <th>roar_home_page</th>\n",
" <th>roar_title</th>\n",
" <th>roar_oai_pmh</th>\n",
" <th>roar_sword_endpoint</th>\n",
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" <th>roar_twitter_feed</th>\n",
" <th>roar_description</th>\n",
" <th>roar_fulltext</th>\n",
" <th>roar_open_access</th>\n",
" <th>roar_mandate</th>\n",
" <th>roar_organisation_title</th>\n",
" <th>roar_organisation_home_page</th>\n",
" <th>roar_location_country</th>\n",
" <th>roar_location_city</th>\n",
" <th>roar_location_latitude</th>\n",
" <th>roar_location_longitude</th>\n",
" <th>roar_software</th>\n",
" <th>roar_geoname</th>\n",
" <th>roar_version</th>\n",
" <th>roar_subjects</th>\n",
" <th>roar_date</th>\n",
" <th>roar_note</th>\n",
" <th>roar_suggestions</th>\n",
" <th>roar_activity_low</th>\n",
" <th>roar_activity_medium</th>\n",
" <th>roar_activity_high</th>\n",
" <th>roar_recordcount</th>\n",
" <th>roar_recordhistory</th>\n",
" <th>roar_fulltexts_total</th>\n",
" <th>roar_fulltexts_docs</th>\n",
" <th>roar_fulltexts_rtotal</th>\n",
" <th>roar_fulltexts_rdocs</th>\n",
" <th>roar_registry_name</th>\n",
" <th>roar_registry_id</th>\n",
" <th>roar_submit_to</th>\n",
" <th>roar_submitted_to_name</th>\n",
" <th>roar_submitted_to_done</th>\n",
" <th>roar_webometrics_rank</th>\n",
" <th>roar_webometrics_size</th>\n",
" <th>roar_webometrics_visibility</th>\n",
" <th>roar_webometrics_rich_files</th>\n",
" <th>roar_webometrics_scholar</th>\n",
" <th>roar_monthly_deposits</th>\n",
" <th>roar_total_deposits</th>\n",
" <th>roar_association</th>\n",
" <th>roar_unique_id</th>\n",
" <th>source_set</th>\n",
" </tr>\n",
" <tr>\n",
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" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>dedup::000871c1fc726f0b52dc86a4eeb027de</th>\n",
" <td>[4612, 4649]</td>\n",
" <td>[4612, 4649]</td>\n",
" <td>[IIT Bombay Institutional Repository, IIT Bomb...</td>\n",
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" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[4612, 4649]</td>\n",
" <td>[28, 8]</td>\n",
" <td>[archive, archive]</td>\n",
" <td>[1380, 1380]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[disk0/00/00/46/12, disk0/00/00/46/49]</td>\n",
" <td>[2012-01-08 03:17:02, 2012-02-05 13:57:01]</td>\n",
" <td>[2012-04-16 10:53:04, 2012-04-16 10:39:58]</td>\n",
" <td>[2012-01-08 03:17:02, 2012-02-05 13:57:01]</td>\n",
" <td>[institutional, institutional]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[show, show]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[http://dspace.library.iitb.ac.in/jspui/, http...</td>\n",
" <td>[IIT Bombay Institutional Repository, IIT Bomb...</td>\n",
" <td>[http://dspace.library.iitb.ac.in/oai/request,...</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[http://dspace.library.iitb.ac.in/xmlui/feed/a...</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[TRUE, TRUE]</td>\n",
" <td>[TRUE, TRUE]</td>\n",
" <td>[TRUE, FALSE]</td>\n",
" <td>[IIT Bombay, IIT Bombay]</td>\n",
" <td>[http://www.iitb.ac.in, http://www.iitb.ac.in]</td>\n",
" <td>[in, in]</td>\n",
" <td>[Mumbai, Mumbai]</td>\n",
" <td>[19.133, 19.133]</td>\n",
" <td>[72.9166, 72.9166]</td>\n",
" <td>[dspace, dspace]</td>\n",
" <td>[geoname_2_IN, geoname_2_IN]</td>\n",
" <td>[other, other]</td>\n",
" <td>[[TK, TJ, TD, TN, TA, TH, TP], [TA, T1]]</td>\n",
" <td>[2011-12-15 09:01:35, 2012-01-05 12:09:37]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[0, nan]</td>\n",
" <td>[0, nan]</td>\n",
" <td>[0, nan]</td>\n",
" <td>[99, nan]</td>\n",
" <td>[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,95,...</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[celestial, celestial]</td>\n",
" <td>[4790, 4789]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[roar_4612, roar_4649]</td>\n",
" <td>{roar}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::001e6d882e54c780ce269d3c46997287</th>\n",
" <td>[re3data_____::4af9fe2bb93511a5e0f0c39e94d6557...</td>\n",
" <td>[r3d100011306, 2094]</td>\n",
" <td>[RESID Database of Protein Modifications, RESI...</td>\n",
" <td>[re3data, FAIRsharing]</td>\n",
" <td>[re3data_r3d100011306, FAIRsharing_2094]</td>\n",
" <td>[nan, 2094]</td>\n",
" <td>[nan, fairsharing-records]</td>\n",
" <td>[nan, 2014-11-04T15:23:40.000Z]</td>\n",
" <td>[nan, 2021-09-30T11:38:37.114Z]</td>\n",
" <td>[nan, 10.25504/FAIRsharing.qaszjp]</td>\n",
" <td>[nan, RESID Database of Protein Modifications]</td>\n",
" <td>[nan, ready]</td>\n",
" <td>[nan, [{'contact-name': 'John S Garavelli', 'c...</td>\n",
" <td>[nan, http://pir.georgetown.edu/resid/]</td>\n",
" <td>[nan, 2094.0]</td>\n",
" <td>[nan, The RESID Database of Protein Modificati...</td>\n",
" <td>[nan, [{'url': 'http://pir.georgetown.edu/resi...</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, [{'url': 'ftp://ftp.pir.georgetown.edu/p...</td>\n",
" <td>[nan, [biodbcore-000563, bsg-d000563]]</td>\n",
" <td>[nan, Database]</td>\n",
" <td>[nan, knowledgebase]</td>\n",
" <td>[nan, [Life Science]]</td>\n",
" <td>[nan, [Molecular structure, Small molecule, St...</td>\n",
" <td>[nan, [All]]</td>\n",
" <td>[nan, []]</td>\n",
" <td>[nan, [United Kingdom, European Union, Switzer...</td>\n",
" <td>[nan, FAIRsharing record for: RESID Database o...</td>\n",
" <td>[nan, RESID]</td>\n",
" <td>[nan, https://fairsharing.org/10.25504/FAIRsha...</td>\n",
" <td>[nan, 10.25504/FAIRsharing.qaszjp]</td>\n",
" <td>[nan, https://creativecommons.org/licenses/by-...</td>\n",
" <td>[nan, This FAIRsharing record describes: The R...</td>\n",
" <td>[nan, [{'id': 334, 'pubmed_id': 12520062, 'tit...</td>\n",
" <td>[nan, [{'licence-name': 'Open Data Commons (OD...</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, RESID]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, FAIRsharing_2094]</td>\n",
" <td>[re3data_____::4af9fe2bb93511a5e0f0c39e94d6557...</td>\n",
" <td>[r3d100011306, nan]</td>\n",
" <td>[RESID Database of Protein Modifications, nan]</td>\n",
" <td>[[], nan]</td>\n",
" <td>[https://pir.georgetown.edu/resid/resid.shtml,...</td>\n",
" <td>[[FAIRsharing_doi:10.25504/FAIRsharing.qaszjp,...</td>\n",
" <td>[The RESID Database of Protein Modifications i...</td>\n",
" <td>[[disciplinary], nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[2014, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[[2 Life Sciences, 201 Basic Biological and Me...</td>\n",
" <td>[False, nan]</td>\n",
" <td>[[Images, Structured text], nan]</td>\n",
" <td>[[dataProvider], nan]</td>\n",
" <td>[[genomes, life sciences, proteins, proteomes,...</td>\n",
" <td>[[[Georgetown University, Medical Center, ['GU...</td>\n",
" <td>[True, nan]</td>\n",
" <td>[ true, nan]</td>\n",
" <td>[False, nan]</td>\n",
" <td>[True, nan]</td>\n",
" <td>[True, nan]</td>\n",
" <td>[True, nan]</td>\n",
" <td>[False, nan]</td>\n",
" <td>[True, nan]</td>\n",
" <td>[yes, nan]</td>\n",
" <td>[True, nan]</td>\n",
" <td>[True, nan]</td>\n",
" <td>[True, nan]</td>\n",
" <td>[True, nan]</td>\n",
" <td>[yes, nan]</td>\n",
" <td>[unknown, nan]</td>\n",
" <td>[False, nan]</td>\n",
" <td>[False, nan]</td>\n",
" <td>[False, nan]</td>\n",
" <td>[RESID is covered by Thomson Reuters Data Cita...</td>\n",
" <td>[2014-12-05, nan]</td>\n",
" <td>[2019-01-17, nan]</td>\n",
" <td>[re3data_r3d100011306, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>{FAIRsharing, re3data}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::0023a1e3447fdb31836536cc903f1310</th>\n",
" <td>[opendoar____::c6f798b844366ccd65d99bc7f31e0e0...</td>\n",
" <td>[3410, 10013]</td>\n",
" <td>[erucu: electronic repository of the ukrainian...</td>\n",
" <td>[OpenDOAR, roar]</td>\n",
" <td>[OpenDOAR_3410, roar_10013]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[opendoar____::c6f798b844366ccd65d99bc7f31e0e0...</td>\n",
" <td>[3410, nan]</td>\n",
" <td>[erucu: electronic repository of the ukrainian...</td>\n",
" <td>[[], nan]</td>\n",
" <td>[http://er.ucu.edu.ua/, nan]</td>\n",
" <td>[ukrainian catholic university’s institutional...</td>\n",
" <td>[institutional, nan]</td>\n",
" <td>[2019-10-17 14:34:57, nan]</td>\n",
" <td>[2015-07-08 12:43:38, nan]</td>\n",
" <td>[[multidisciplinary], nan]</td>\n",
" <td>[[journal_articles, conference_and_workshop_pa...</td>\n",
" <td>[[[ukrainian catholic university, ['ucu'], ua,...</td>\n",
" <td>[False, nan]</td>\n",
" <td>[False, nan]</td>\n",
" <td>[False, nan]</td>\n",
" <td>[False, nan]</td>\n",
" <td>[dspace , nan]</td>\n",
" <td>[false , nan]</td>\n",
" <td>[OpenDOAR_3410, nan]</td>\n",
" <td>[nan, 10013]</td>\n",
" <td>[nan, 31]</td>\n",
" <td>[nan, archive]</td>\n",
" <td>[nan, 7104]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, disk0/00/01/00/13]</td>\n",
" <td>[nan, 2015-08-08 14:53:04]</td>\n",
" <td>[nan, 2016-03-21 19:54:43]</td>\n",
" <td>[nan, 2015-08-08 14:53:04]</td>\n",
" <td>[nan, institutional]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, show]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, http://er.ucu.edu.ua/]</td>\n",
" <td>[nan, ErUCU: Electronic repository of the Ukra...</td>\n",
" <td>[nan, http://er.ucu.edu.ua/oai/request]</td>\n",
" <td>[nan, http://er.ucu.edu.ua/sword/]</td>\n",
" <td>[nan, http://er.ucu.edu.ua/feed/rss_2.0/site]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, Ukrainian Catholic University’s institut...</td>\n",
" <td>[nan, TRUE]</td>\n",
" <td>[nan, TRUE]</td>\n",
" <td>[nan, TRUE]</td>\n",
" <td>[nan, Ukrainian Catholic University]</td>\n",
" <td>[nan, http://ucu.edu.ua/eng/]</td>\n",
" <td>[nan, ua]</td>\n",
" <td>[nan, Lviv]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, dspace]</td>\n",
" <td>[nan, geoname_2_UA]</td>\n",
" <td>[nan, other]</td>\n",
" <td>[nan, [BL, L1, D901, D204, H1, AC, BF, B1, BS,...</td>\n",
" <td>[nan, 2015-07-07 12:38:37]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, [opendoar, celestial]]</td>\n",
" <td>[nan, [5883, 3410]]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, [ivy_league, russell_group]]</td>\n",
" <td>[nan, roar_10013]</td>\n",
" <td>{roar, OpenDOAR}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::003ab6b40af9b488decea7c582d150a2</th>\n",
" <td>[https://fairsharing.org/10.25504/FAIRsharing....</td>\n",
" <td>[2315, r3d100011894]</td>\n",
" <td>[Synapse, Synapse]</td>\n",
" <td>[FAIRsharing, re3data]</td>\n",
" <td>[FAIRsharing_2315, re3data_r3d100011894]</td>\n",
" <td>[2315, nan]</td>\n",
" <td>[fairsharing-records, nan]</td>\n",
" <td>[2016-08-02T13:56:30.000Z, nan]</td>\n",
" <td>[2021-09-30T11:38:43.134Z, nan]</td>\n",
" <td>[10.25504/FAIRsharing.dnxzmk, nan]</td>\n",
" <td>[Synapse, nan]</td>\n",
" <td>[ready, nan]</td>\n",
" <td>[[{'contact-name': 'Meredith Slota', 'contact-...</td>\n",
" <td>[https://www.synapse.org/, nan]</td>\n",
" <td>[2315.0, nan]</td>\n",
" <td>[Synapse is a collaborative research platform ...</td>\n",
" <td>[[{'url': 'SynapseInfo@sagebase.org', 'name': ...</td>\n",
" <td>[2010.0, nan]</td>\n",
" <td>[[{'url': 'https://www.synapse.org/', 'name': ...</td>\n",
" <td>[[biodbcore-000791, bsg-d000791], nan]</td>\n",
" <td>[Database, nan]</td>\n",
" <td>[repository, nan]</td>\n",
" <td>[[Biomedical Science, Data Management, Data In...</td>\n",
" <td>[[Experimental measurement, Protocol, Data sto...</td>\n",
" <td>[[All], nan]</td>\n",
" <td>[[], nan]</td>\n",
" <td>[[United States], nan]</td>\n",
" <td>[FAIRsharing record for: Synapse, nan]</td>\n",
" <td>[Synapse, nan]</td>\n",
" <td>[https://fairsharing.org/10.25504/FAIRsharing....</td>\n",
" <td>[10.25504/FAIRsharing.dnxzmk, nan]</td>\n",
" <td>[https://creativecommons.org/licenses/by-sa/4....</td>\n",
" <td>[This FAIRsharing record describes: Synapse is...</td>\n",
" <td>[[{'id': 2450, 'pubmed_id': 24071850, 'title':...</td>\n",
" <td>[[{'licence-name': 'Creative Commons Attributi...</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[Synapse, nan]</td>\n",
" <td>[[{'url': 'http://rest-docs.synapse.org/rest/'...</td>\n",
" <td>[[{'url': 'https://sage-bionetworks.github.io/...</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[FAIRsharing_2315, nan]</td>\n",
" <td>[nan, re3data_____::cafc5d99b7c187e24b40d958a1...</td>\n",
" <td>[nan, r3d100011894]</td>\n",
" <td>[nan, Synapse]</td>\n",
" <td>[nan, []]</td>\n",
" <td>[nan, https://www.synapse.org]</td>\n",
" <td>[nan, [RRID:SCR_006307, RRID:nlx_151983]]</td>\n",
" <td>[nan, Synapse is an open source software platf...</td>\n",
" <td>[nan, [other]]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, 2012-05-22]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, [2 Life Sciences, 201 Basic Biological a...</td>\n",
" <td>[nan, True]</td>\n",
" <td>[nan, [Raw data, Scientific and statistical da...</td>\n",
" <td>[nan, [dataProvider, serviceProvider]]</td>\n",
" <td>[nan, [AMP-AD Knowledge Portal, DREAM Challeng...</td>\n",
" <td>[nan, [[Alfred P. Sloan Foundation, [], USA, [...</td>\n",
" <td>[nan, True]</td>\n",
" <td>[nan, true]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, True]</td>\n",
" <td>[nan, True]</td>\n",
" <td>[nan, True]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, True]</td>\n",
" <td>[nan, yes]</td>\n",
" <td>[nan, True]</td>\n",
" <td>[nan, True]</td>\n",
" <td>[nan, True]</td>\n",
" <td>[nan, True]</td>\n",
" <td>[nan, yes]</td>\n",
" <td>[nan, yes]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, 2015-12-03]</td>\n",
" <td>[nan, 2021-05-17]</td>\n",
" <td>[nan, re3data_r3d100011894]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>{FAIRsharing, re3data}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::0064f599ed0adb5870a5b3ffe438e485</th>\n",
" <td>[16034, opendoar____::d1f157379ea7e51d4a8c07af...</td>\n",
" <td>[16034, 9647]</td>\n",
" <td>[Giresun University Institutional Repository, ...</td>\n",
" <td>[roar, OpenDOAR]</td>\n",
" <td>[roar_16034, OpenDOAR_9647]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, opendoar____::d1f157379ea7e51d4a8c07aff1...</td>\n",
" <td>[nan, 9647]</td>\n",
" <td>[nan, giresun university institutional reposit...</td>\n",
" <td>[nan, [giresun üniversitesi akademik arşiv sis...</td>\n",
" <td>[nan, http://acikerisim.giresun.edu.tr]</td>\n",
" <td>[nan, this site provides access to the researc...</td>\n",
" <td>[nan, institutional]</td>\n",
" <td>[nan, 2021-05-21 18:05:06]</td>\n",
" <td>[nan, 2020-06-02 09:14:18]</td>\n",
" <td>[nan, [multidisciplinary]]</td>\n",
" <td>[nan, [journal_articles]]</td>\n",
" <td>[nan, [[giresun university, ['giresun üniversi...</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, dspace 6.2]</td>\n",
" <td>[nan, true ]</td>\n",
" <td>[nan, OpenDOAR_9647]</td>\n",
" <td>[16034, nan]</td>\n",
" <td>[7, nan]</td>\n",
" <td>[archive, nan]</td>\n",
" <td>[12932, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[disk0/00/01/60/34, nan]</td>\n",
" <td>[2020-06-01 20:13:50, nan]</td>\n",
" <td>[2020-06-01 20:14:04, nan]</td>\n",
" <td>[2020-06-01 20:13:50, nan]</td>\n",
" <td>[institutional, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[show, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[https://acikerisim.giresun.edu.tr, nan]</td>\n",
" <td>[Giresun University Institutional Repository, ...</td>\n",
" <td>[https://acikerisim.giresun.edu.tr/oai, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[DSpace@Giresun is a growing collection of Gir...</td>\n",
" <td>[TRUE, nan]</td>\n",
" <td>[TRUE, nan]</td>\n",
" <td>[TRUE, nan]</td>\n",
" <td>[Giresun University, nan]</td>\n",
" <td>[https://www.giresun.edu.tr/, nan]</td>\n",
" <td>[tr, nan]</td>\n",
" <td>[Giresun, nan]</td>\n",
" <td>[40.9147, nan]</td>\n",
" <td>[38.323, nan]</td>\n",
" <td>[dspace, nan]</td>\n",
" <td>[geoname_2_TR, nan]</td>\n",
" <td>[other, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[2020-05-29 18:13:17, nan]</td>\n",
" <td>[DSpace@Giresun is a growing collection of Gir...</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[roarmap, nan]</td>\n",
" <td>[http://roarmap.eprints.org/1046/, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[roar_16034, nan]</td>\n",
" <td>{roar, OpenDOAR}</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" duplicate_id \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [4612, 4649] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [re3data_____::4af9fe2bb93511a5e0f0c39e94d6557... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [opendoar____::c6f798b844366ccd65d99bc7f31e0e0... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [https://fairsharing.org/10.25504/FAIRsharing.... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [16034, opendoar____::d1f157379ea7e51d4a8c07af... \n",
"\n",
" original_id \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [4612, 4649] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [r3d100011306, 2094] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [3410, 10013] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [2315, r3d100011894] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [16034, 9647] \n",
"\n",
" name \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [IIT Bombay Institutional Repository, IIT Bomb... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [RESID Database of Protein Modifications, RESI... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [erucu: electronic repository of the ukrainian... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [Synapse, Synapse] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [Giresun University Institutional Repository, ... \n",
"\n",
" source \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [roar, roar] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [re3data, FAIRsharing] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [OpenDOAR, roar] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [FAIRsharing, re3data] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [roar, OpenDOAR] \n",
"\n",
" unique_id \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [roar_4612, roar_4649] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [re3data_r3d100011306, FAIRsharing_2094] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [OpenDOAR_3410, roar_10013] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [FAIRsharing_2315, re3data_r3d100011894] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [roar_16034, OpenDOAR_9647] \n",
"\n",
" FAIRsharing_id \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, 2094] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [2315, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_type \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, fairsharing-records] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [fairsharing-records, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.created-at \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, 2014-11-04T15:23:40.000Z] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [2016-08-02T13:56:30.000Z, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.updated-at \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, 2021-09-30T11:38:37.114Z] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [2021-09-30T11:38:43.134Z, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.doi \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, 10.25504/FAIRsharing.qaszjp] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [10.25504/FAIRsharing.dnxzmk, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.name \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, RESID Database of Protein Modifications] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [Synapse, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.status \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, ready] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [ready, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.contacts \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, [{'contact-name': 'John S Garavelli', 'c... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[{'contact-name': 'Meredith Slota', 'contact-... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.homepage \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, http://pir.georgetown.edu/resid/] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [https://www.synapse.org/, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.identifier \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, 2094.0] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [2315.0, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.description \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, The RESID Database of Protein Modificati... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [Synapse is a collaborative research platform ... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.support-links \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, [{'url': 'http://pir.georgetown.edu/resi... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[{'url': 'SynapseInfo@sagebase.org', 'name': ... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.year-creation \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [2010.0, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.data-processes \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, [{'url': 'ftp://ftp.pir.georgetown.edu/p... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[{'url': 'https://www.synapse.org/', 'name': ... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.legacy-ids \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, [biodbcore-000563, bsg-d000563]] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[biodbcore-000791, bsg-d000791], nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.fairsharing-registry \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, Database] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [Database, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.record-type \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, knowledgebase] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [repository, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.subjects \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, [Life Science]] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[Biomedical Science, Data Management, Data In... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.domains \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, [Molecular structure, Small molecule, St... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[Experimental measurement, Protocol, Data sto... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.taxonomies \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, [All]] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[All], nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.user-defined-tags \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, []] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[], nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.countries \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, [United Kingdom, European Union, Switzer... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[United States], nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.name \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, FAIRsharing record for: RESID Database o... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [FAIRsharing record for: Synapse, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.abbreviation \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, RESID] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [Synapse, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.url \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, https://fairsharing.org/10.25504/FAIRsha... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [https://fairsharing.org/10.25504/FAIRsharing.... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.doi \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, 10.25504/FAIRsharing.qaszjp] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [10.25504/FAIRsharing.dnxzmk, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.fairsharing-licence \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, https://creativecommons.org/licenses/by-... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [https://creativecommons.org/licenses/by-sa/4.... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.description \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, This FAIRsharing record describes: The R... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [This FAIRsharing record describes: Synapse is... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.publications \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, [{'id': 334, 'pubmed_id': 12520062, 'tit... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[{'id': 2450, 'pubmed_id': 24071850, 'title':... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.licence-links \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, [{'licence-name': 'Open Data Commons (OD... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[{'licence-name': 'Creative Commons Attributi... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.citations \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.abbreviation \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, RESID] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [Synapse, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.access-points \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[{'url': 'http://rest-docs.synapse.org/rest/'... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.associated-tools \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[{'url': 'https://sage-bionetworks.github.io/... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.deprecation-date \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.deprecation-reason \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.tombstone \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" FAIRsharing_unique_id \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, FAIRsharing_2094] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [FAIRsharing_2315, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_OpenAIREID \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [re3data_____::4af9fe2bb93511a5e0f0c39e94d6557... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, re3data_____::cafc5d99b7c187e24b40d958a1... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_orgIdentifier \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [r3d100011306, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, r3d100011894] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_repositoryName \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [RESID Database of Protein Modifications, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, Synapse] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_additionalName \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [[], nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, []] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_repositoryURL \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [https://pir.georgetown.edu/resid/resid.shtml,... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, https://www.synapse.org] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_repositoryIdentifier \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [[FAIRsharing_doi:10.25504/FAIRsharing.qaszjp,... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, [RRID:SCR_006307, RRID:nlx_151983]] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_description \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [The RESID Database of Protein Modifications i... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, Synapse is an open source software platf... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_type re3data_size \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [[disciplinary], nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, [other]] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [nan, nan] \n",
"\n",
" re3data_updateDate re3data_startDate \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [2014, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, 2012-05-22] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [nan, nan] \n",
"\n",
" re3data_endDate \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_subject \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [[2 Life Sciences, 201 Basic Biological and Me... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, [2 Life Sciences, 201 Basic Biological a... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_missionStatement \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [False, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, True] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_contentType \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [[Images, Structured text], nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, [Raw data, Scientific and statistical da... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_providerType \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [[dataProvider], nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, [dataProvider, serviceProvider]] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_keyword \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [[genomes, life sciences, proteins, proteomes,... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, [AMP-AD Knowledge Portal, DREAM Challeng... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_institution \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [[[Georgetown University, Medical Center, ['GU... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, [[Alfred P. Sloan Foundation, [], USA, [... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_policy re3data_databaseAccess \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [True, nan] [ true, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, True] [nan, true] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [nan, nan] \n",
"\n",
" re3data_databaseLicense \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [False, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, False] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_dataAccess \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [True, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, True] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_dataLicense \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [True, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, True] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_dataUpload \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [True, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, True] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_dataUploadLicense \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [False, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, False] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_software re3data_versioning \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [True, nan] [yes, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, True] [nan, yes] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [nan, nan] \n",
"\n",
" re3data_api re3data_pidSystem \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [True, nan] [True, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, True] [nan, True] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [nan, nan] \n",
"\n",
" re3data_citationGuidelineURL \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [True, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, True] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_aidSystem \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [True, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, True] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_enhancedPublication \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [yes, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, yes] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_qualityManagement \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [unknown, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, yes] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_certificate \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [False, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, False] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_metadataStandard \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [False, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, False] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_syndication \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [False, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, False] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_remarks \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [RESID is covered by Thomson Reuters Data Cita... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" re3data_entryDate re3data_lastUpdate \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [2014-12-05, nan] [2019-01-17, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, 2015-12-03] [nan, 2021-05-17] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [nan, nan] \n",
"\n",
" re3data_unique_id \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [re3data_r3d100011306, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, re3data_r3d100011894] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" OpenDOAR_OpenAIREID \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [opendoar____::c6f798b844366ccd65d99bc7f31e0e0... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, opendoar____::d1f157379ea7e51d4a8c07aff1... \n",
"\n",
" OpenDOAR_orgIdentifier \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [3410, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, 9647] \n",
"\n",
" OpenDOAR_repositoryName \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [erucu: electronic repository of the ukrainian... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, giresun university institutional reposit... \n",
"\n",
" OpenDOAR_alternativeNames \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [[], nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, [giresun üniversitesi akademik arşiv sis... \n",
"\n",
" OpenDOAR_repositoryURL \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [http://er.ucu.edu.ua/, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, http://acikerisim.giresun.edu.tr] \n",
"\n",
" OpenDOAR_description \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [ukrainian catholic university’s institutional... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, this site provides access to the researc... \n",
"\n",
" OpenDOAR_type \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [institutional, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, institutional] \n",
"\n",
" OpenDOAR_updateDate \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [2019-10-17 14:34:57, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, 2021-05-21 18:05:06] \n",
"\n",
" OpenDOAR_startDate \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [2015-07-08 12:43:38, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, 2020-06-02 09:14:18] \n",
"\n",
" OpenDOAR_subject \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [[multidisciplinary], nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, [multidisciplinary]] \n",
"\n",
" OpenDOAR_contentType \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [[journal_articles, conference_and_workshop_pa... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, [journal_articles]] \n",
"\n",
" OpenDOAR_institution \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [[[ukrainian catholic university, ['ucu'], ua,... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, [[giresun university, ['giresun üniversi... \n",
"\n",
" OpenDOAR_metadataPolicy \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [False, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, False] \n",
"\n",
" OpenDOAR_dataPolicy \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [False, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, False] \n",
"\n",
" OpenDOAR_submissionPolicy \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [False, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, False] \n",
"\n",
" OpenDOAR_contentPolicy \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [False, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, False] \n",
"\n",
" OpenDOAR_software OpenDOAR_api \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [dspace , nan] [false , nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, dspace 6.2] [nan, true ] \n",
"\n",
" OpenDOAR_unique_id roar_eprintid \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] [4612, 4649] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [OpenDOAR_3410, nan] [nan, 10013] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, OpenDOAR_9647] [16034, nan] \n",
"\n",
" roar_rev_number roar_eprint_status \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [28, 8] [archive, archive] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, 31] [nan, archive] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [7, nan] [archive, nan] \n",
"\n",
" roar_userid roar_importid \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [1380, 1380] [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, 7104] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [12932, nan] [nan, nan] \n",
"\n",
" roar_source \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_dir \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [disk0/00/00/46/12, disk0/00/00/46/49] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, disk0/00/01/00/13] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [disk0/00/01/60/34, nan] \n",
"\n",
" roar_datestamp \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [2012-01-08 03:17:02, 2012-02-05 13:57:01] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, 2015-08-08 14:53:04] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [2020-06-01 20:13:50, nan] \n",
"\n",
" roar_lastmod \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [2012-04-16 10:53:04, 2012-04-16 10:39:58] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, 2016-03-21 19:54:43] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [2020-06-01 20:14:04, nan] \n",
"\n",
" roar_status_changed \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [2012-01-08 03:17:02, 2012-02-05 13:57:01] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, 2015-08-08 14:53:04] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [2020-06-01 20:13:50, nan] \n",
"\n",
" roar_type \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [institutional, institutional] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, institutional] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [institutional, nan] \n",
"\n",
" roar_succeeds roar_commentary \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [nan, nan] \n",
"\n",
" roar_metadata_visibility \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [show, show] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, show] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [show, nan] \n",
"\n",
" roar_latitude roar_longitude \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [nan, nan] \n",
"\n",
" roar_relation_type roar_relation_uri \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [nan, nan] \n",
"\n",
" roar_item_issues_id \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_item_issues_type \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_item_issues_description \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_item_issues_timestamp \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_item_issues_status \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_item_issues_reported_by \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_item_issues_resolved_by \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_item_issues_comment \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_item_issues_count \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_sword_depositor roar_sword_slug \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [nan, nan] \n",
"\n",
" roar_exemplar \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_home_page \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [http://dspace.library.iitb.ac.in/jspui/, http... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, http://er.ucu.edu.ua/] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [https://acikerisim.giresun.edu.tr, nan] \n",
"\n",
" roar_title \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [IIT Bombay Institutional Repository, IIT Bomb... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, ErUCU: Electronic repository of the Ukra... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [Giresun University Institutional Repository, ... \n",
"\n",
" roar_oai_pmh \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [http://dspace.library.iitb.ac.in/oai/request,... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, http://er.ucu.edu.ua/oai/request] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [https://acikerisim.giresun.edu.tr/oai, nan] \n",
"\n",
" roar_sword_endpoint \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, http://er.ucu.edu.ua/sword/] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_rss_feed \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [http://dspace.library.iitb.ac.in/xmlui/feed/a... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, http://er.ucu.edu.ua/feed/rss_2.0/site] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_twitter_feed \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_description \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, Ukrainian Catholic University’s institut... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [DSpace@Giresun is a growing collection of Gir... \n",
"\n",
" roar_fulltext roar_open_access \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [TRUE, TRUE] [TRUE, TRUE] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, TRUE] [nan, TRUE] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [TRUE, nan] [TRUE, nan] \n",
"\n",
" roar_mandate \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [TRUE, FALSE] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, TRUE] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [TRUE, nan] \n",
"\n",
" roar_organisation_title \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [IIT Bombay, IIT Bombay] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, Ukrainian Catholic University] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [Giresun University, nan] \n",
"\n",
" roar_organisation_home_page \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [http://www.iitb.ac.in, http://www.iitb.ac.in] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, http://ucu.edu.ua/eng/] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [https://www.giresun.edu.tr/, nan] \n",
"\n",
" roar_location_country \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [in, in] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, ua] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [tr, nan] \n",
"\n",
" roar_location_city \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [Mumbai, Mumbai] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, Lviv] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [Giresun, nan] \n",
"\n",
" roar_location_latitude \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [19.133, 19.133] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [40.9147, nan] \n",
"\n",
" roar_location_longitude \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [72.9166, 72.9166] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [38.323, nan] \n",
"\n",
" roar_software \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [dspace, dspace] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, dspace] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [dspace, nan] \n",
"\n",
" roar_geoname \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [geoname_2_IN, geoname_2_IN] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, geoname_2_UA] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [geoname_2_TR, nan] \n",
"\n",
" roar_version \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [other, other] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, other] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [other, nan] \n",
"\n",
" roar_subjects \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [[TK, TJ, TD, TN, TA, TH, TP], [TA, T1]] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, [BL, L1, D901, D204, H1, AC, BF, B1, BS,... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_date \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [2011-12-15 09:01:35, 2012-01-05 12:09:37] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, 2015-07-07 12:38:37] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [2020-05-29 18:13:17, nan] \n",
"\n",
" roar_note \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [DSpace@Giresun is a growing collection of Gir... \n",
"\n",
" roar_suggestions roar_activity_low \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] [0, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [nan, nan] \n",
"\n",
" roar_activity_medium \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [0, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_activity_high roar_recordcount \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [0, nan] [99, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [nan, nan] \n",
"\n",
" roar_recordhistory \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,95,... \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_fulltexts_total \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_fulltexts_docs \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_fulltexts_rtotal \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_fulltexts_rdocs \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_registry_name \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [celestial, celestial] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, [opendoar, celestial]] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [roarmap, nan] \n",
"\n",
" roar_registry_id \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [4790, 4789] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, [5883, 3410]] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [http://roarmap.eprints.org/1046/, nan] \n",
"\n",
" roar_submit_to roar_submitted_to_name \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [nan, nan] \n",
"\n",
" roar_submitted_to_done \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_webometrics_rank \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_webometrics_size \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_webometrics_visibility \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_webometrics_rich_files \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_webometrics_scholar \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_monthly_deposits \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_total_deposits \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_association \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [nan, nan] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, [ivy_league, russell_group]] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"\n",
" roar_unique_id \\\n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de [roar_4612, roar_4649] \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, roar_10013] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [roar_16034, nan] \n",
"\n",
" source_set \n",
"dedup_id \n",
"dedup::000871c1fc726f0b52dc86a4eeb027de {roar} \n",
"dedup::001e6d882e54c780ce269d3c46997287 {FAIRsharing, re3data} \n",
"dedup::0023a1e3447fdb31836536cc903f1310 {roar, OpenDOAR} \n",
"dedup::003ab6b40af9b488decea7c582d150a2 {FAIRsharing, re3data} \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 {roar, OpenDOAR} "
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dup = dup.groupby('dedup_id').aggregate(list)\n",
"dup['source_set'] = dup.source.map(set)\n",
"dup.head()"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
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"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>duplicate_id</th>\n",
" <th>original_id</th>\n",
" <th>name</th>\n",
" <th>source</th>\n",
" <th>unique_id</th>\n",
" <th>FAIRsharing_id</th>\n",
" <th>FAIRsharing_type</th>\n",
" <th>FAIRsharing_attributes.created-at</th>\n",
" <th>FAIRsharing_attributes.updated-at</th>\n",
" <th>FAIRsharing_attributes.metadata.doi</th>\n",
" <th>FAIRsharing_attributes.metadata.name</th>\n",
" <th>FAIRsharing_attributes.metadata.status</th>\n",
" <th>FAIRsharing_attributes.metadata.contacts</th>\n",
" <th>FAIRsharing_attributes.metadata.homepage</th>\n",
" <th>FAIRsharing_attributes.metadata.identifier</th>\n",
" <th>FAIRsharing_attributes.metadata.description</th>\n",
" <th>FAIRsharing_attributes.metadata.support-links</th>\n",
" <th>FAIRsharing_attributes.metadata.year-creation</th>\n",
" <th>FAIRsharing_attributes.metadata.data-processes</th>\n",
" <th>FAIRsharing_attributes.legacy-ids</th>\n",
" <th>FAIRsharing_attributes.fairsharing-registry</th>\n",
" <th>FAIRsharing_attributes.record-type</th>\n",
" <th>FAIRsharing_attributes.subjects</th>\n",
" <th>FAIRsharing_attributes.domains</th>\n",
" <th>FAIRsharing_attributes.taxonomies</th>\n",
" <th>FAIRsharing_attributes.user-defined-tags</th>\n",
" <th>FAIRsharing_attributes.countries</th>\n",
" <th>FAIRsharing_attributes.name</th>\n",
" <th>FAIRsharing_attributes.abbreviation</th>\n",
" <th>FAIRsharing_attributes.url</th>\n",
" <th>FAIRsharing_attributes.doi</th>\n",
" <th>FAIRsharing_attributes.fairsharing-licence</th>\n",
" <th>FAIRsharing_attributes.description</th>\n",
" <th>FAIRsharing_attributes.publications</th>\n",
" <th>FAIRsharing_attributes.licence-links</th>\n",
" <th>FAIRsharing_attributes.metadata.citations</th>\n",
" <th>FAIRsharing_attributes.metadata.abbreviation</th>\n",
" <th>FAIRsharing_attributes.metadata.access-points</th>\n",
" <th>FAIRsharing_attributes.metadata.associated-tools</th>\n",
" <th>FAIRsharing_attributes.metadata.deprecation-date</th>\n",
" <th>FAIRsharing_attributes.metadata.deprecation-reason</th>\n",
" <th>FAIRsharing_attributes.metadata.tombstone</th>\n",
" <th>FAIRsharing_unique_id</th>\n",
" <th>re3data_OpenAIREID</th>\n",
" <th>re3data_orgIdentifier</th>\n",
" <th>re3data_repositoryName</th>\n",
" <th>re3data_additionalName</th>\n",
" <th>re3data_repositoryURL</th>\n",
" <th>re3data_repositoryIdentifier</th>\n",
" <th>re3data_description</th>\n",
" <th>re3data_type</th>\n",
" <th>re3data_size</th>\n",
" <th>re3data_updateDate</th>\n",
" <th>re3data_startDate</th>\n",
" <th>re3data_endDate</th>\n",
" <th>re3data_subject</th>\n",
" <th>re3data_missionStatement</th>\n",
" <th>re3data_contentType</th>\n",
" <th>re3data_providerType</th>\n",
" <th>re3data_keyword</th>\n",
" <th>re3data_institution</th>\n",
" <th>re3data_policy</th>\n",
" <th>re3data_databaseAccess</th>\n",
" <th>re3data_databaseLicense</th>\n",
" <th>re3data_dataAccess</th>\n",
" <th>re3data_dataLicense</th>\n",
" <th>re3data_dataUpload</th>\n",
" <th>re3data_dataUploadLicense</th>\n",
" <th>re3data_software</th>\n",
" <th>re3data_versioning</th>\n",
" <th>re3data_api</th>\n",
" <th>re3data_pidSystem</th>\n",
" <th>re3data_citationGuidelineURL</th>\n",
" <th>re3data_aidSystem</th>\n",
" <th>re3data_enhancedPublication</th>\n",
" <th>re3data_qualityManagement</th>\n",
" <th>re3data_certificate</th>\n",
" <th>re3data_metadataStandard</th>\n",
" <th>re3data_syndication</th>\n",
" <th>re3data_remarks</th>\n",
" <th>re3data_entryDate</th>\n",
" <th>re3data_lastUpdate</th>\n",
" <th>re3data_unique_id</th>\n",
" <th>OpenDOAR_OpenAIREID</th>\n",
" <th>OpenDOAR_orgIdentifier</th>\n",
" <th>OpenDOAR_repositoryName</th>\n",
" <th>OpenDOAR_alternativeNames</th>\n",
" <th>OpenDOAR_repositoryURL</th>\n",
" <th>OpenDOAR_description</th>\n",
" <th>OpenDOAR_type</th>\n",
" <th>OpenDOAR_updateDate</th>\n",
" <th>OpenDOAR_startDate</th>\n",
" <th>OpenDOAR_subject</th>\n",
" <th>OpenDOAR_contentType</th>\n",
" <th>OpenDOAR_institution</th>\n",
" <th>OpenDOAR_metadataPolicy</th>\n",
" <th>OpenDOAR_dataPolicy</th>\n",
" <th>OpenDOAR_submissionPolicy</th>\n",
" <th>OpenDOAR_contentPolicy</th>\n",
" <th>OpenDOAR_software</th>\n",
" <th>OpenDOAR_api</th>\n",
" <th>OpenDOAR_unique_id</th>\n",
" <th>roar_eprintid</th>\n",
" <th>roar_rev_number</th>\n",
" <th>roar_eprint_status</th>\n",
" <th>roar_userid</th>\n",
" <th>roar_importid</th>\n",
" <th>roar_source</th>\n",
" <th>roar_dir</th>\n",
" <th>roar_datestamp</th>\n",
" <th>roar_lastmod</th>\n",
" <th>roar_status_changed</th>\n",
" <th>roar_type</th>\n",
" <th>roar_succeeds</th>\n",
" <th>roar_commentary</th>\n",
" <th>roar_metadata_visibility</th>\n",
" <th>roar_latitude</th>\n",
" <th>roar_longitude</th>\n",
" <th>roar_relation_type</th>\n",
" <th>roar_relation_uri</th>\n",
" <th>roar_item_issues_id</th>\n",
" <th>roar_item_issues_type</th>\n",
" <th>roar_item_issues_description</th>\n",
" <th>roar_item_issues_timestamp</th>\n",
" <th>roar_item_issues_status</th>\n",
" <th>roar_item_issues_reported_by</th>\n",
" <th>roar_item_issues_resolved_by</th>\n",
" <th>roar_item_issues_comment</th>\n",
" <th>roar_item_issues_count</th>\n",
" <th>roar_sword_depositor</th>\n",
" <th>roar_sword_slug</th>\n",
" <th>roar_exemplar</th>\n",
" <th>roar_home_page</th>\n",
" <th>roar_title</th>\n",
" <th>roar_oai_pmh</th>\n",
" <th>roar_sword_endpoint</th>\n",
" <th>roar_rss_feed</th>\n",
" <th>roar_twitter_feed</th>\n",
" <th>roar_description</th>\n",
" <th>roar_fulltext</th>\n",
" <th>roar_open_access</th>\n",
" <th>roar_mandate</th>\n",
" <th>roar_organisation_title</th>\n",
" <th>roar_organisation_home_page</th>\n",
" <th>roar_location_country</th>\n",
" <th>roar_location_city</th>\n",
" <th>roar_location_latitude</th>\n",
" <th>roar_location_longitude</th>\n",
" <th>roar_software</th>\n",
" <th>roar_geoname</th>\n",
" <th>roar_version</th>\n",
" <th>roar_subjects</th>\n",
" <th>roar_date</th>\n",
" <th>roar_note</th>\n",
" <th>roar_suggestions</th>\n",
" <th>roar_activity_low</th>\n",
" <th>roar_activity_medium</th>\n",
" <th>roar_activity_high</th>\n",
" <th>roar_recordcount</th>\n",
" <th>roar_recordhistory</th>\n",
" <th>roar_fulltexts_total</th>\n",
" <th>roar_fulltexts_docs</th>\n",
" <th>roar_fulltexts_rtotal</th>\n",
" <th>roar_fulltexts_rdocs</th>\n",
" <th>roar_registry_name</th>\n",
" <th>roar_registry_id</th>\n",
" <th>roar_submit_to</th>\n",
" <th>roar_submitted_to_name</th>\n",
" <th>roar_submitted_to_done</th>\n",
" <th>roar_webometrics_rank</th>\n",
" <th>roar_webometrics_size</th>\n",
" <th>roar_webometrics_visibility</th>\n",
" <th>roar_webometrics_rich_files</th>\n",
" <th>roar_webometrics_scholar</th>\n",
" <th>roar_monthly_deposits</th>\n",
" <th>roar_total_deposits</th>\n",
" <th>roar_association</th>\n",
" <th>roar_unique_id</th>\n",
" <th>source_set</th>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup_id</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>dedup::001e6d882e54c780ce269d3c46997287</th>\n",
" <td>[re3data_____::4af9fe2bb93511a5e0f0c39e94d6557...</td>\n",
" <td>[r3d100011306, 2094]</td>\n",
" <td>[RESID Database of Protein Modifications, RESI...</td>\n",
" <td>[re3data, FAIRsharing]</td>\n",
" <td>[re3data_r3d100011306, FAIRsharing_2094]</td>\n",
" <td>[nan, 2094]</td>\n",
" <td>[nan, fairsharing-records]</td>\n",
" <td>[nan, 2014-11-04T15:23:40.000Z]</td>\n",
" <td>[nan, 2021-09-30T11:38:37.114Z]</td>\n",
" <td>[nan, 10.25504/FAIRsharing.qaszjp]</td>\n",
" <td>[nan, RESID Database of Protein Modifications]</td>\n",
" <td>[nan, ready]</td>\n",
" <td>[nan, [{'contact-name': 'John S Garavelli', 'c...</td>\n",
" <td>[nan, http://pir.georgetown.edu/resid/]</td>\n",
" <td>[nan, 2094.0]</td>\n",
" <td>[nan, The RESID Database of Protein Modificati...</td>\n",
" <td>[nan, [{'url': 'http://pir.georgetown.edu/resi...</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, [{'url': 'ftp://ftp.pir.georgetown.edu/p...</td>\n",
" <td>[nan, [biodbcore-000563, bsg-d000563]]</td>\n",
" <td>[nan, Database]</td>\n",
" <td>[nan, knowledgebase]</td>\n",
" <td>[nan, [Life Science]]</td>\n",
" <td>[nan, [Molecular structure, Small molecule, St...</td>\n",
" <td>[nan, [All]]</td>\n",
" <td>[nan, []]</td>\n",
" <td>[nan, [United Kingdom, European Union, Switzer...</td>\n",
" <td>[nan, FAIRsharing record for: RESID Database o...</td>\n",
" <td>[nan, RESID]</td>\n",
" <td>[nan, https://fairsharing.org/10.25504/FAIRsha...</td>\n",
" <td>[nan, 10.25504/FAIRsharing.qaszjp]</td>\n",
" <td>[nan, https://creativecommons.org/licenses/by-...</td>\n",
" <td>[nan, This FAIRsharing record describes: The R...</td>\n",
" <td>[nan, [{'id': 334, 'pubmed_id': 12520062, 'tit...</td>\n",
" <td>[nan, [{'licence-name': 'Open Data Commons (OD...</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, RESID]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, FAIRsharing_2094]</td>\n",
" <td>[re3data_____::4af9fe2bb93511a5e0f0c39e94d6557...</td>\n",
" <td>[r3d100011306, nan]</td>\n",
" <td>[RESID Database of Protein Modifications, nan]</td>\n",
" <td>[[], nan]</td>\n",
" <td>[https://pir.georgetown.edu/resid/resid.shtml,...</td>\n",
" <td>[[FAIRsharing_doi:10.25504/FAIRsharing.qaszjp,...</td>\n",
" <td>[The RESID Database of Protein Modifications i...</td>\n",
" <td>[[disciplinary], nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[2014, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[[2 Life Sciences, 201 Basic Biological and Me...</td>\n",
" <td>[False, nan]</td>\n",
" <td>[[Images, Structured text], nan]</td>\n",
" <td>[[dataProvider], nan]</td>\n",
" <td>[[genomes, life sciences, proteins, proteomes,...</td>\n",
" <td>[[[Georgetown University, Medical Center, ['GU...</td>\n",
" <td>[True, nan]</td>\n",
" <td>[ true, nan]</td>\n",
" <td>[False, nan]</td>\n",
" <td>[True, nan]</td>\n",
" <td>[True, nan]</td>\n",
" <td>[True, nan]</td>\n",
" <td>[False, nan]</td>\n",
" <td>[True, nan]</td>\n",
" <td>[yes, nan]</td>\n",
" <td>[True, nan]</td>\n",
" <td>[True, nan]</td>\n",
" <td>[True, nan]</td>\n",
" <td>[True, nan]</td>\n",
" <td>[yes, nan]</td>\n",
" <td>[unknown, nan]</td>\n",
" <td>[False, nan]</td>\n",
" <td>[False, nan]</td>\n",
" <td>[False, nan]</td>\n",
" <td>[RESID is covered by Thomson Reuters Data Cita...</td>\n",
" <td>[2014-12-05, nan]</td>\n",
" <td>[2019-01-17, nan]</td>\n",
" <td>[re3data_r3d100011306, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>{FAIRsharing, re3data}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::0023a1e3447fdb31836536cc903f1310</th>\n",
" <td>[opendoar____::c6f798b844366ccd65d99bc7f31e0e0...</td>\n",
" <td>[3410, 10013]</td>\n",
" <td>[erucu: electronic repository of the ukrainian...</td>\n",
" <td>[OpenDOAR, roar]</td>\n",
" <td>[OpenDOAR_3410, roar_10013]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[opendoar____::c6f798b844366ccd65d99bc7f31e0e0...</td>\n",
" <td>[3410, nan]</td>\n",
" <td>[erucu: electronic repository of the ukrainian...</td>\n",
" <td>[[], nan]</td>\n",
" <td>[http://er.ucu.edu.ua/, nan]</td>\n",
" <td>[ukrainian catholic university’s institutional...</td>\n",
" <td>[institutional, nan]</td>\n",
" <td>[2019-10-17 14:34:57, nan]</td>\n",
" <td>[2015-07-08 12:43:38, nan]</td>\n",
" <td>[[multidisciplinary], nan]</td>\n",
" <td>[[journal_articles, conference_and_workshop_pa...</td>\n",
" <td>[[[ukrainian catholic university, ['ucu'], ua,...</td>\n",
" <td>[False, nan]</td>\n",
" <td>[False, nan]</td>\n",
" <td>[False, nan]</td>\n",
" <td>[False, nan]</td>\n",
" <td>[dspace , nan]</td>\n",
" <td>[false , nan]</td>\n",
" <td>[OpenDOAR_3410, nan]</td>\n",
" <td>[nan, 10013]</td>\n",
" <td>[nan, 31]</td>\n",
" <td>[nan, archive]</td>\n",
" <td>[nan, 7104]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, disk0/00/01/00/13]</td>\n",
" <td>[nan, 2015-08-08 14:53:04]</td>\n",
" <td>[nan, 2016-03-21 19:54:43]</td>\n",
" <td>[nan, 2015-08-08 14:53:04]</td>\n",
" <td>[nan, institutional]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, show]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, http://er.ucu.edu.ua/]</td>\n",
" <td>[nan, ErUCU: Electronic repository of the Ukra...</td>\n",
" <td>[nan, http://er.ucu.edu.ua/oai/request]</td>\n",
" <td>[nan, http://er.ucu.edu.ua/sword/]</td>\n",
" <td>[nan, http://er.ucu.edu.ua/feed/rss_2.0/site]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, Ukrainian Catholic University’s institut...</td>\n",
" <td>[nan, TRUE]</td>\n",
" <td>[nan, TRUE]</td>\n",
" <td>[nan, TRUE]</td>\n",
" <td>[nan, Ukrainian Catholic University]</td>\n",
" <td>[nan, http://ucu.edu.ua/eng/]</td>\n",
" <td>[nan, ua]</td>\n",
" <td>[nan, Lviv]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, dspace]</td>\n",
" <td>[nan, geoname_2_UA]</td>\n",
" <td>[nan, other]</td>\n",
" <td>[nan, [BL, L1, D901, D204, H1, AC, BF, B1, BS,...</td>\n",
" <td>[nan, 2015-07-07 12:38:37]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, [opendoar, celestial]]</td>\n",
" <td>[nan, [5883, 3410]]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, [ivy_league, russell_group]]</td>\n",
" <td>[nan, roar_10013]</td>\n",
" <td>{roar, OpenDOAR}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::003ab6b40af9b488decea7c582d150a2</th>\n",
" <td>[https://fairsharing.org/10.25504/FAIRsharing....</td>\n",
" <td>[2315, r3d100011894]</td>\n",
" <td>[Synapse, Synapse]</td>\n",
" <td>[FAIRsharing, re3data]</td>\n",
" <td>[FAIRsharing_2315, re3data_r3d100011894]</td>\n",
" <td>[2315, nan]</td>\n",
" <td>[fairsharing-records, nan]</td>\n",
" <td>[2016-08-02T13:56:30.000Z, nan]</td>\n",
" <td>[2021-09-30T11:38:43.134Z, nan]</td>\n",
" <td>[10.25504/FAIRsharing.dnxzmk, nan]</td>\n",
" <td>[Synapse, nan]</td>\n",
" <td>[ready, nan]</td>\n",
" <td>[[{'contact-name': 'Meredith Slota', 'contact-...</td>\n",
" <td>[https://www.synapse.org/, nan]</td>\n",
" <td>[2315.0, nan]</td>\n",
" <td>[Synapse is a collaborative research platform ...</td>\n",
" <td>[[{'url': 'SynapseInfo@sagebase.org', 'name': ...</td>\n",
" <td>[2010.0, nan]</td>\n",
" <td>[[{'url': 'https://www.synapse.org/', 'name': ...</td>\n",
" <td>[[biodbcore-000791, bsg-d000791], nan]</td>\n",
" <td>[Database, nan]</td>\n",
" <td>[repository, nan]</td>\n",
" <td>[[Biomedical Science, Data Management, Data In...</td>\n",
" <td>[[Experimental measurement, Protocol, Data sto...</td>\n",
" <td>[[All], nan]</td>\n",
" <td>[[], nan]</td>\n",
" <td>[[United States], nan]</td>\n",
" <td>[FAIRsharing record for: Synapse, nan]</td>\n",
" <td>[Synapse, nan]</td>\n",
" <td>[https://fairsharing.org/10.25504/FAIRsharing....</td>\n",
" <td>[10.25504/FAIRsharing.dnxzmk, nan]</td>\n",
" <td>[https://creativecommons.org/licenses/by-sa/4....</td>\n",
" <td>[This FAIRsharing record describes: Synapse is...</td>\n",
" <td>[[{'id': 2450, 'pubmed_id': 24071850, 'title':...</td>\n",
" <td>[[{'licence-name': 'Creative Commons Attributi...</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[Synapse, nan]</td>\n",
" <td>[[{'url': 'http://rest-docs.synapse.org/rest/'...</td>\n",
" <td>[[{'url': 'https://sage-bionetworks.github.io/...</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[FAIRsharing_2315, nan]</td>\n",
" <td>[nan, re3data_____::cafc5d99b7c187e24b40d958a1...</td>\n",
" <td>[nan, r3d100011894]</td>\n",
" <td>[nan, Synapse]</td>\n",
" <td>[nan, []]</td>\n",
" <td>[nan, https://www.synapse.org]</td>\n",
" <td>[nan, [RRID:SCR_006307, RRID:nlx_151983]]</td>\n",
" <td>[nan, Synapse is an open source software platf...</td>\n",
" <td>[nan, [other]]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, 2012-05-22]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, [2 Life Sciences, 201 Basic Biological a...</td>\n",
" <td>[nan, True]</td>\n",
" <td>[nan, [Raw data, Scientific and statistical da...</td>\n",
" <td>[nan, [dataProvider, serviceProvider]]</td>\n",
" <td>[nan, [AMP-AD Knowledge Portal, DREAM Challeng...</td>\n",
" <td>[nan, [[Alfred P. Sloan Foundation, [], USA, [...</td>\n",
" <td>[nan, True]</td>\n",
" <td>[nan, true]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, True]</td>\n",
" <td>[nan, True]</td>\n",
" <td>[nan, True]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, True]</td>\n",
" <td>[nan, yes]</td>\n",
" <td>[nan, True]</td>\n",
" <td>[nan, True]</td>\n",
" <td>[nan, True]</td>\n",
" <td>[nan, True]</td>\n",
" <td>[nan, yes]</td>\n",
" <td>[nan, yes]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, 2015-12-03]</td>\n",
" <td>[nan, 2021-05-17]</td>\n",
" <td>[nan, re3data_r3d100011894]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>{FAIRsharing, re3data}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::0064f599ed0adb5870a5b3ffe438e485</th>\n",
" <td>[16034, opendoar____::d1f157379ea7e51d4a8c07af...</td>\n",
" <td>[16034, 9647]</td>\n",
" <td>[Giresun University Institutional Repository, ...</td>\n",
" <td>[roar, OpenDOAR]</td>\n",
" <td>[roar_16034, OpenDOAR_9647]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, opendoar____::d1f157379ea7e51d4a8c07aff1...</td>\n",
" <td>[nan, 9647]</td>\n",
" <td>[nan, giresun university institutional reposit...</td>\n",
" <td>[nan, [giresun üniversitesi akademik arşiv sis...</td>\n",
" <td>[nan, http://acikerisim.giresun.edu.tr]</td>\n",
" <td>[nan, this site provides access to the researc...</td>\n",
" <td>[nan, institutional]</td>\n",
" <td>[nan, 2021-05-21 18:05:06]</td>\n",
" <td>[nan, 2020-06-02 09:14:18]</td>\n",
" <td>[nan, [multidisciplinary]]</td>\n",
" <td>[nan, [journal_articles]]</td>\n",
" <td>[nan, [[giresun university, ['giresun üniversi...</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, dspace 6.2]</td>\n",
" <td>[nan, true ]</td>\n",
" <td>[nan, OpenDOAR_9647]</td>\n",
" <td>[16034, nan]</td>\n",
" <td>[7, nan]</td>\n",
" <td>[archive, nan]</td>\n",
" <td>[12932, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[disk0/00/01/60/34, nan]</td>\n",
" <td>[2020-06-01 20:13:50, nan]</td>\n",
" <td>[2020-06-01 20:14:04, nan]</td>\n",
" <td>[2020-06-01 20:13:50, nan]</td>\n",
" <td>[institutional, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[show, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[https://acikerisim.giresun.edu.tr, nan]</td>\n",
" <td>[Giresun University Institutional Repository, ...</td>\n",
" <td>[https://acikerisim.giresun.edu.tr/oai, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[DSpace@Giresun is a growing collection of Gir...</td>\n",
" <td>[TRUE, nan]</td>\n",
" <td>[TRUE, nan]</td>\n",
" <td>[TRUE, nan]</td>\n",
" <td>[Giresun University, nan]</td>\n",
" <td>[https://www.giresun.edu.tr/, nan]</td>\n",
" <td>[tr, nan]</td>\n",
" <td>[Giresun, nan]</td>\n",
" <td>[40.9147, nan]</td>\n",
" <td>[38.323, nan]</td>\n",
" <td>[dspace, nan]</td>\n",
" <td>[geoname_2_TR, nan]</td>\n",
" <td>[other, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[2020-05-29 18:13:17, nan]</td>\n",
" <td>[DSpace@Giresun is a growing collection of Gir...</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[roarmap, nan]</td>\n",
" <td>[http://roarmap.eprints.org/1046/, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[roar_16034, nan]</td>\n",
" <td>{roar, OpenDOAR}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00</th>\n",
" <td>[610, opendoar____::299fb2142d7de959380f91c01c...</td>\n",
" <td>[610, 1426]</td>\n",
" <td>[Hedatuz, hedatuz]</td>\n",
" <td>[roar, OpenDOAR]</td>\n",
" <td>[roar_610, OpenDOAR_1426]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, opendoar____::299fb2142d7de959380f91c01c...</td>\n",
" <td>[nan, 1426]</td>\n",
" <td>[nan, hedatuz]</td>\n",
" <td>[nan, []]</td>\n",
" <td>[nan, http://hedatuz.euskomedia.org/]</td>\n",
" <td>[nan, this site contains works published by eu...</td>\n",
" <td>[nan, disciplinary]</td>\n",
" <td>[nan, 2019-10-17 14:34:21]</td>\n",
" <td>[nan, 2009-02-02 13:13:26]</td>\n",
" <td>[nan, [multidisciplinary]]</td>\n",
" <td>[nan, [journal_articles, books_chapters_and_se...</td>\n",
" <td>[nan, [[euskomedia, [], es, http://www.euskome...</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, eprints 3.0.5]</td>\n",
" <td>[nan, true ]</td>\n",
" <td>[nan, OpenDOAR_1426]</td>\n",
" <td>[610, nan]</td>\n",
" <td>[514, nan]</td>\n",
" <td>[archive, nan]</td>\n",
" <td>[1, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[disk0/00/00/06/10, nan]</td>\n",
" <td>[2010-01-06 13:44:32, nan]</td>\n",
" <td>[2011-07-18 05:48:34, nan]</td>\n",
" <td>[2010-01-06 13:44:32, nan]</td>\n",
" <td>[institutional, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[show, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[0, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[http://hedatuz.euskomedia.org/, nan]</td>\n",
" <td>[Hedatuz, nan]</td>\n",
" <td>[http://hedatuz.euskomedia.org/cgi/oai2, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[http://hedatuz.euskomedia.org/cgi/latest_tool...</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[Hedatuz, created by the Euskomedia Fundazioa,...</td>\n",
" <td>[TRUE, nan]</td>\n",
" <td>[TRUE, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[Euskomedia Fundazioa, nan]</td>\n",
" <td>[http://www.euskomedia.org, nan]</td>\n",
" <td>[org, nan]</td>\n",
" <td>[ (Unknown city), nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[eprints, nan]</td>\n",
" <td>[geoname_2_ORG, nan]</td>\n",
" <td>[eprints-3.0.5, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[2008-10-03 15:36:07, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[0, nan]</td>\n",
" <td>[0, nan]</td>\n",
" <td>[0, nan]</td>\n",
" <td>[100, nan]</td>\n",
" <td>[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,90,90,91,...</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[[opendoar, celestial], nan]</td>\n",
" <td>[[1426, 1294], nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[570, nan]</td>\n",
" <td>[331, nan]</td>\n",
" <td>[519, nan]</td>\n",
" <td>[145, nan]</td>\n",
" <td>[806, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[roar_610, nan]</td>\n",
" <td>{roar, OpenDOAR}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::ff42b03a06a1bed4e936f0e04958e168</th>\n",
" <td>[7550, opendoar____::b4944963b5c83d545c3d3022b...</td>\n",
" <td>[7550, 2890]</td>\n",
" <td>[The Parthenon Frieze Repository, the partheno...</td>\n",
" <td>[roar, OpenDOAR]</td>\n",
" <td>[roar_7550, OpenDOAR_2890]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, opendoar____::b4944963b5c83d545c3d3022bc...</td>\n",
" <td>[nan, 2890]</td>\n",
" <td>[nan, the parthenon frieze repository]</td>\n",
" <td>[nan, []]</td>\n",
" <td>[nan, http://repository.parthenonfrieze.gr/]</td>\n",
" <td>[nan, the parthenon frieze repository reposito...</td>\n",
" <td>[nan, governmental]</td>\n",
" <td>[nan, 2019-12-04 12:27:31]</td>\n",
" <td>[nan, 2013-11-12 14:52:47]</td>\n",
" <td>[nan, [history and archaeology]]</td>\n",
" <td>[nan, [books_chapters_and_sections, learning_o...</td>\n",
" <td>[nan, [[national hellenic research foundation,...</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, dspace ]</td>\n",
" <td>[nan, true ]</td>\n",
" <td>[nan, OpenDOAR_2890]</td>\n",
" <td>[7550, nan]</td>\n",
" <td>[19, nan]</td>\n",
" <td>[archive, nan]</td>\n",
" <td>[4467, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[disk0/00/00/75/50, nan]</td>\n",
" <td>[2013-11-15 12:12:45, nan]</td>\n",
" <td>[2013-12-23 06:44:21, nan]</td>\n",
" <td>[2013-11-15 12:14:20, nan]</td>\n",
" <td>[other, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[show, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[http://repository.parthenonfrieze.gr/, nan]</td>\n",
" <td>[The Parthenon Frieze Repository, nan]</td>\n",
" <td>[http://repository.parthenonfrieze.gr/frieze-o...</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[The Parthenon Frieze Repository repository is...</td>\n",
" <td>[FALSE, nan]</td>\n",
" <td>[FALSE, nan]</td>\n",
" <td>[FALSE, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[gr, nan]</td>\n",
" <td>[Athens, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[dspace, nan]</td>\n",
" <td>[geoname_2_GR, nan]</td>\n",
" <td>[other, nan]</td>\n",
" <td>[[DE, DF], nan]</td>\n",
" <td>[2013-11-11 12:38:00, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[[opendoar, celestial], nan]</td>\n",
" <td>[[5357, 2890], nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[roar_7550, nan]</td>\n",
" <td>{roar, OpenDOAR}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::ff49cc40a8890e6a60f40ff3026d2730</th>\n",
" <td>[1333, opendoar____::2bd7f907b7f5b6bbd91822c0c...</td>\n",
" <td>[1333, 1389]</td>\n",
" <td>[UnissResearch, unissresearch]</td>\n",
" <td>[roar, OpenDOAR]</td>\n",
" <td>[roar_1333, OpenDOAR_1389]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, opendoar____::2bd7f907b7f5b6bbd91822c0c7...</td>\n",
" <td>[nan, 1389]</td>\n",
" <td>[nan, unissresearch]</td>\n",
" <td>[nan, []]</td>\n",
" <td>[nan, http://eprints.uniss.it/]</td>\n",
" <td>[nan, this site provides access to the output ...</td>\n",
" <td>[nan, institutional]</td>\n",
" <td>[nan, 2019-10-17 14:34:20]</td>\n",
" <td>[nan, 2008-11-12 10:10:33]</td>\n",
" <td>[nan, [multidisciplinary]]</td>\n",
" <td>[nan, [journal_articles, conference_and_worksh...</td>\n",
" <td>[nan, [[università degli studi di sassari, [],...</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, eprints 3.1.3]</td>\n",
" <td>[nan, true ]</td>\n",
" <td>[nan, OpenDOAR_1389]</td>\n",
" <td>[1333, nan]</td>\n",
" <td>[561, nan]</td>\n",
" <td>[archive, nan]</td>\n",
" <td>[1, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[disk0/00/00/13/33, nan]</td>\n",
" <td>[2010-01-06 13:45:45, nan]</td>\n",
" <td>[2012-01-19 11:36:10, nan]</td>\n",
" <td>[2010-01-06 13:45:45, nan]</td>\n",
" <td>[institutional, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[show, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[0, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[http://eprints.uniss.it/, nan]</td>\n",
" <td>[UnissResearch, nan]</td>\n",
" <td>[http://eprints.uniss.it/cgi/oai2, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[http://eprints.uniss.it/cgi/latest_tool?outpu...</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[Università degli studi di Sassari, nan]</td>\n",
" <td>[http://www.uniss.it, nan]</td>\n",
" <td>[it, nan]</td>\n",
" <td>[Sassari, nan]</td>\n",
" <td>[40.5589, nan]</td>\n",
" <td>[8.3181, nan]</td>\n",
" <td>[eprints, nan]</td>\n",
" <td>[geoname_2_IT, nan]</td>\n",
" <td>[eprints-3.1.3, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[2008-10-27 14:53:39, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[0, nan]</td>\n",
" <td>[0, nan]</td>\n",
" <td>[0, nan]</td>\n",
" <td>[100, nan]</td>\n",
" <td>[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,91,94,9...</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[[opendoar, celestial, roarmap], nan]</td>\n",
" <td>[[1389, 240, 1258], nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[roar_1333, nan]</td>\n",
" <td>{roar, OpenDOAR}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::ff4d70de478038c72282b7e4af1d4260</th>\n",
" <td>[opendoar____::95a0810a93a87065bf7b28490817e9e...</td>\n",
" <td>[9752, 16367]</td>\n",
" <td>[european xfel publication database, European ...</td>\n",
" <td>[OpenDOAR, roar]</td>\n",
" <td>[OpenDOAR_9752, roar_16367]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[opendoar____::95a0810a93a87065bf7b28490817e9e...</td>\n",
" <td>[9752, nan]</td>\n",
" <td>[european xfel publication database, nan]</td>\n",
" <td>[[], nan]</td>\n",
" <td>[https://xfel.tind.io, nan]</td>\n",
" <td>[the european xfel publication database catalo...</td>\n",
" <td>[institutional, nan]</td>\n",
" <td>[2021-02-18 18:17:17, nan]</td>\n",
" <td>[2020-08-21 14:12:16, nan]</td>\n",
" <td>[[science general, technology general], nan]</td>\n",
" <td>[[journal_articles, conference_and_workshop_pa...</td>\n",
" <td>[[[european x-ray free-electron laser facility...</td>\n",
" <td>[False, nan]</td>\n",
" <td>[False, nan]</td>\n",
" <td>[False, nan]</td>\n",
" <td>[False, nan]</td>\n",
" <td>[other , nan]</td>\n",
" <td>[true , nan]</td>\n",
" <td>[OpenDOAR_9752, nan]</td>\n",
" <td>[nan, 16367]</td>\n",
" <td>[nan, 7]</td>\n",
" <td>[nan, archive]</td>\n",
" <td>[nan, 13175]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, disk0/00/01/63/67]</td>\n",
" <td>[nan, 2020-10-19 19:21:10]</td>\n",
" <td>[nan, 2021-01-25 22:13:24]</td>\n",
" <td>[nan, 2020-10-19 19:21:10]</td>\n",
" <td>[nan, institutional]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, show]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, https://xfel.tind.io/]</td>\n",
" <td>[nan, European XFEL Publication Database]</td>\n",
" <td>[nan, https://xfel.tind.io/oai2d]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, The European XFEL Publication Database c...</td>\n",
" <td>[nan, TRUE]</td>\n",
" <td>[nan, FALSE]</td>\n",
" <td>[nan, FALSE]</td>\n",
" <td>[nan, European XFEL]</td>\n",
" <td>[nan, https://www.xfel.eu/]</td>\n",
" <td>[nan, de]</td>\n",
" <td>[nan, Schenefeld]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, other]</td>\n",
" <td>[nan, geoname_2_DE]</td>\n",
" <td>[nan, other]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, 2020-09-24 10:17:41]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, opendoar]</td>\n",
" <td>[nan, 9752]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, roar_16367]</td>\n",
" <td>{roar, OpenDOAR}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::ffbd6cbb019a1413183c8d08f2929307</th>\n",
" <td>[3108, opendoar____::ff7d0f525b3be596a51fb9194...</td>\n",
" <td>[3108, 1912]</td>\n",
" <td>[Fotografía Sobre España en el Siglo XIX, foto...</td>\n",
" <td>[roar, OpenDOAR]</td>\n",
" <td>[roar_3108, OpenDOAR_1912]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, opendoar____::ff7d0f525b3be596a51fb91949...</td>\n",
" <td>[nan, 1912]</td>\n",
" <td>[nan, fotografía sobre españa en el siglo xix]</td>\n",
" <td>[nan, [phosxix]]</td>\n",
" <td>[nan, http://coleccionfff.unav.es/bvunav/i18n/...</td>\n",
" <td>[nan, this site provides access to still image...</td>\n",
" <td>[nan, institutional]</td>\n",
" <td>[nan, 2021-02-18 17:46:03]</td>\n",
" <td>[nan, 2010-10-06 11:11:35]</td>\n",
" <td>[nan, [multidisciplinary]]</td>\n",
" <td>[nan, [other_special_item_types]]</td>\n",
" <td>[nan, [[universidad de navarra, [], es, http:/...</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, digibib ]</td>\n",
" <td>[nan, true ]</td>\n",
" <td>[nan, OpenDOAR_1912]</td>\n",
" <td>[3108, nan]</td>\n",
" <td>[195, nan]</td>\n",
" <td>[archive, nan]</td>\n",
" <td>[8, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[disk0/00/00/31/08, nan]</td>\n",
" <td>[2010-10-13 20:49:16, nan]</td>\n",
" <td>[2011-07-18 06:04:17, nan]</td>\n",
" <td>[2010-10-13 20:49:16, nan]</td>\n",
" <td>[institutional, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[show, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[0, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[http://coleccionfff.unav.es/bvunav/, nan]</td>\n",
" <td>[Fotografía Sobre España en el Siglo XIX, nan]</td>\n",
" <td>[http://coleccionfff.unav.es/bvunav/i18n/oai/o...</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[This site provides access to still image data...</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[Universidad de Navarra, nan]</td>\n",
" <td>[http://www.unav.es/, nan]</td>\n",
" <td>[es, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[42.8181, nan]</td>\n",
" <td>[-1.6443, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[other, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[2010-05-24 00:00:00, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[0, nan]</td>\n",
" <td>[0, nan]</td>\n",
" <td>[0, nan]</td>\n",
" <td>[100, nan]</td>\n",
" <td>[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1...</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[[opendoar, celestial], nan]</td>\n",
" <td>[[1912, 2287], nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[roar_3108, nan]</td>\n",
" <td>{roar, OpenDOAR}</td>\n",
" </tr>\n",
" <tr>\n",
" <th>dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98</th>\n",
" <td>[1126, opendoar____::443cb001c138b2561a0d90720...</td>\n",
" <td>[1126, 648]</td>\n",
" <td>[RIT Digital Media Library, rit digital media ...</td>\n",
" <td>[roar, OpenDOAR]</td>\n",
" <td>[roar_1126, OpenDOAR_648]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, opendoar____::443cb001c138b2561a0d90720d...</td>\n",
" <td>[nan, 648]</td>\n",
" <td>[nan, rit digital media library]</td>\n",
" <td>[nan, [rit dml]]</td>\n",
" <td>[nan, https://ritdml.rit.edu/]</td>\n",
" <td>[nan, this site is a university repository pro...</td>\n",
" <td>[nan, institutional]</td>\n",
" <td>[nan, 2021-02-18 17:39:08]</td>\n",
" <td>[nan, 2006-08-25 10:10:59]</td>\n",
" <td>[nan, [technology general]]</td>\n",
" <td>[nan, [journal_articles, conference_and_worksh...</td>\n",
" <td>[nan, [[rochester institute of technology, [],...</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, False]</td>\n",
" <td>[nan, dspace ]</td>\n",
" <td>[nan, true ]</td>\n",
" <td>[nan, OpenDOAR_648]</td>\n",
" <td>[1126, nan]</td>\n",
" <td>[510, nan]</td>\n",
" <td>[archive, nan]</td>\n",
" <td>[1, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[disk0/00/00/11/26, nan]</td>\n",
" <td>[2010-01-06 13:45:17, nan]</td>\n",
" <td>[2011-07-18 05:55:54, nan]</td>\n",
" <td>[2010-01-06 13:45:17, nan]</td>\n",
" <td>[institutional, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[show, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[0, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[https://ritdml.rit.edu/, nan]</td>\n",
" <td>[RIT Digital Media Library, nan]</td>\n",
" <td>[http://ritdml.rit.edu/dspace-oai/request, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[info:other:archives.eprints.org:import, nan]</td>\n",
" <td>[TRUE, nan]</td>\n",
" <td>[TRUE, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[us, nan]</td>\n",
" <td>[Rochester, NY, nan]</td>\n",
" <td>[43.1687, nan]</td>\n",
" <td>[-77.6158, nan]</td>\n",
" <td>[dspace, nan]</td>\n",
" <td>[geoname_2_US, nan]</td>\n",
" <td>[other, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[2004-11-17 15:51:25, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[0, nan]</td>\n",
" <td>[0, nan]</td>\n",
" <td>[0, nan]</td>\n",
" <td>[100, nan]</td>\n",
" <td>[0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,18,36,47,50,57,...</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[[opendoar, celestial], nan]</td>\n",
" <td>[[366, 648], nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[nan, nan]</td>\n",
" <td>[roar_1126, nan]</td>\n",
" <td>{roar, OpenDOAR}</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>2049 rows × 179 columns</p>\n",
"</div>"
],
"text/plain": [
" duplicate_id \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [re3data_____::4af9fe2bb93511a5e0f0c39e94d6557... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [opendoar____::c6f798b844366ccd65d99bc7f31e0e0... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [https://fairsharing.org/10.25504/FAIRsharing.... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [16034, opendoar____::d1f157379ea7e51d4a8c07af... \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [610, opendoar____::299fb2142d7de959380f91c01c... \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [7550, opendoar____::b4944963b5c83d545c3d3022b... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [1333, opendoar____::2bd7f907b7f5b6bbd91822c0c... \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [opendoar____::95a0810a93a87065bf7b28490817e9e... \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [3108, opendoar____::ff7d0f525b3be596a51fb9194... \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [1126, opendoar____::443cb001c138b2561a0d90720... \n",
"\n",
" original_id \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [r3d100011306, 2094] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [3410, 10013] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [2315, r3d100011894] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [16034, 9647] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [610, 1426] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [7550, 2890] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [1333, 1389] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [9752, 16367] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [3108, 1912] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [1126, 648] \n",
"\n",
" name \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [RESID Database of Protein Modifications, RESI... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [erucu: electronic repository of the ukrainian... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [Synapse, Synapse] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [Giresun University Institutional Repository, ... \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [Hedatuz, hedatuz] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [The Parthenon Frieze Repository, the partheno... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [UnissResearch, unissresearch] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [european xfel publication database, European ... \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [Fotografía Sobre España en el Siglo XIX, foto... \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [RIT Digital Media Library, rit digital media ... \n",
"\n",
" source \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [re3data, FAIRsharing] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [OpenDOAR, roar] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [FAIRsharing, re3data] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [roar, OpenDOAR] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [roar, OpenDOAR] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [roar, OpenDOAR] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [roar, OpenDOAR] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [OpenDOAR, roar] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [roar, OpenDOAR] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [roar, OpenDOAR] \n",
"\n",
" unique_id \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [re3data_r3d100011306, FAIRsharing_2094] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [OpenDOAR_3410, roar_10013] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [FAIRsharing_2315, re3data_r3d100011894] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [roar_16034, OpenDOAR_9647] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [roar_610, OpenDOAR_1426] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [roar_7550, OpenDOAR_2890] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [roar_1333, OpenDOAR_1389] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [OpenDOAR_9752, roar_16367] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [roar_3108, OpenDOAR_1912] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [roar_1126, OpenDOAR_648] \n",
"\n",
" FAIRsharing_id \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, 2094] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [2315, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_type \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, fairsharing-records] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [fairsharing-records, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.created-at \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, 2014-11-04T15:23:40.000Z] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [2016-08-02T13:56:30.000Z, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.updated-at \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, 2021-09-30T11:38:37.114Z] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [2021-09-30T11:38:43.134Z, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.doi \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, 10.25504/FAIRsharing.qaszjp] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [10.25504/FAIRsharing.dnxzmk, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.name \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, RESID Database of Protein Modifications] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [Synapse, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.status \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, ready] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [ready, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.contacts \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, [{'contact-name': 'John S Garavelli', 'c... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[{'contact-name': 'Meredith Slota', 'contact-... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.homepage \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, http://pir.georgetown.edu/resid/] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [https://www.synapse.org/, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.identifier \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, 2094.0] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [2315.0, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.description \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, The RESID Database of Protein Modificati... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [Synapse is a collaborative research platform ... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.support-links \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, [{'url': 'http://pir.georgetown.edu/resi... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[{'url': 'SynapseInfo@sagebase.org', 'name': ... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.year-creation \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [2010.0, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.data-processes \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, [{'url': 'ftp://ftp.pir.georgetown.edu/p... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[{'url': 'https://www.synapse.org/', 'name': ... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.legacy-ids \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, [biodbcore-000563, bsg-d000563]] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[biodbcore-000791, bsg-d000791], nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.fairsharing-registry \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, Database] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [Database, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.record-type \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, knowledgebase] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [repository, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.subjects \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, [Life Science]] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[Biomedical Science, Data Management, Data In... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.domains \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, [Molecular structure, Small molecule, St... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[Experimental measurement, Protocol, Data sto... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.taxonomies \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, [All]] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[All], nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.user-defined-tags \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, []] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[], nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.countries \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, [United Kingdom, European Union, Switzer... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[United States], nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.name \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, FAIRsharing record for: RESID Database o... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [FAIRsharing record for: Synapse, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.abbreviation \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, RESID] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [Synapse, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.url \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, https://fairsharing.org/10.25504/FAIRsha... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [https://fairsharing.org/10.25504/FAIRsharing.... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.doi \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, 10.25504/FAIRsharing.qaszjp] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [10.25504/FAIRsharing.dnxzmk, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.fairsharing-licence \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, https://creativecommons.org/licenses/by-... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [https://creativecommons.org/licenses/by-sa/4.... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.description \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, This FAIRsharing record describes: The R... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [This FAIRsharing record describes: Synapse is... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.publications \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, [{'id': 334, 'pubmed_id': 12520062, 'tit... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[{'id': 2450, 'pubmed_id': 24071850, 'title':... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.licence-links \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, [{'licence-name': 'Open Data Commons (OD... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[{'licence-name': 'Creative Commons Attributi... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.citations \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.abbreviation \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, RESID] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [Synapse, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.access-points \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[{'url': 'http://rest-docs.synapse.org/rest/'... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.associated-tools \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [[{'url': 'https://sage-bionetworks.github.io/... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.deprecation-date \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.deprecation-reason \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_attributes.metadata.tombstone \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" FAIRsharing_unique_id \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, FAIRsharing_2094] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [FAIRsharing_2315, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_OpenAIREID \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [re3data_____::4af9fe2bb93511a5e0f0c39e94d6557... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, re3data_____::cafc5d99b7c187e24b40d958a1... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_orgIdentifier \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [r3d100011306, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, r3d100011894] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_repositoryName \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [RESID Database of Protein Modifications, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, Synapse] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_additionalName \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [[], nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, []] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_repositoryURL \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [https://pir.georgetown.edu/resid/resid.shtml,... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, https://www.synapse.org] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_repositoryIdentifier \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [[FAIRsharing_doi:10.25504/FAIRsharing.qaszjp,... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, [RRID:SCR_006307, RRID:nlx_151983]] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_description \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [The RESID Database of Protein Modifications i... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, Synapse is an open source software platf... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_type re3data_size \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [[disciplinary], nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, [other]] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] [nan, nan] \n",
"... ... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] [nan, nan] \n",
"\n",
" re3data_updateDate re3data_startDate \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [2014, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, 2012-05-22] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] [nan, nan] \n",
"... ... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] [nan, nan] \n",
"\n",
" re3data_endDate \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_subject \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [[2 Life Sciences, 201 Basic Biological and Me... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, [2 Life Sciences, 201 Basic Biological a... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_missionStatement \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [False, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, True] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_contentType \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [[Images, Structured text], nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, [Raw data, Scientific and statistical da... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_providerType \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [[dataProvider], nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, [dataProvider, serviceProvider]] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_keyword \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [[genomes, life sciences, proteins, proteomes,... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, [AMP-AD Knowledge Portal, DREAM Challeng... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_institution \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [[[Georgetown University, Medical Center, ['GU... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, [[Alfred P. Sloan Foundation, [], USA, [... \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_policy re3data_databaseAccess \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [True, nan] [ true, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, True] [nan, true] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] [nan, nan] \n",
"... ... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] [nan, nan] \n",
"\n",
" re3data_databaseLicense \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [False, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, False] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_dataAccess \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [True, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, True] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_dataLicense \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [True, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, True] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_dataUpload \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [True, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, True] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_dataUploadLicense \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [False, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, False] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_software re3data_versioning \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [True, nan] [yes, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, True] [nan, yes] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] [nan, nan] \n",
"... ... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] [nan, nan] \n",
"\n",
" re3data_api re3data_pidSystem \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [True, nan] [True, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, True] [nan, True] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] [nan, nan] \n",
"... ... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] [nan, nan] \n",
"\n",
" re3data_citationGuidelineURL \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [True, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, True] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_aidSystem \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [True, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, True] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_enhancedPublication \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [yes, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, yes] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_qualityManagement \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [unknown, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, yes] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_certificate \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [False, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, False] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_metadataStandard \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [False, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, False] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_syndication \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [False, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, False] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_remarks \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [RESID is covered by Thomson Reuters Data Cita... \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" re3data_entryDate re3data_lastUpdate \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [2014-12-05, nan] [2019-01-17, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, 2015-12-03] [nan, 2021-05-17] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] [nan, nan] \n",
"... ... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] [nan, nan] \n",
"\n",
" re3data_unique_id \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [re3data_r3d100011306, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, re3data_r3d100011894] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" OpenDOAR_OpenAIREID \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [opendoar____::c6f798b844366ccd65d99bc7f31e0e0... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, opendoar____::d1f157379ea7e51d4a8c07aff1... \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, opendoar____::299fb2142d7de959380f91c01c... \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, opendoar____::b4944963b5c83d545c3d3022bc... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, opendoar____::2bd7f907b7f5b6bbd91822c0c7... \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [opendoar____::95a0810a93a87065bf7b28490817e9e... \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, opendoar____::ff7d0f525b3be596a51fb91949... \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, opendoar____::443cb001c138b2561a0d90720d... \n",
"\n",
" OpenDOAR_orgIdentifier \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [3410, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, 9647] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, 1426] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, 2890] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, 1389] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [9752, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, 1912] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, 648] \n",
"\n",
" OpenDOAR_repositoryName \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [erucu: electronic repository of the ukrainian... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, giresun university institutional reposit... \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, hedatuz] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, the parthenon frieze repository] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, unissresearch] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [european xfel publication database, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, fotografía sobre españa en el siglo xix] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, rit digital media library] \n",
"\n",
" OpenDOAR_alternativeNames \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [[], nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, [giresun üniversitesi akademik arşiv sis... \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, []] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, []] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, []] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [[], nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, [phosxix]] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, [rit dml]] \n",
"\n",
" OpenDOAR_repositoryURL \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [http://er.ucu.edu.ua/, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, http://acikerisim.giresun.edu.tr] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, http://hedatuz.euskomedia.org/] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, http://repository.parthenonfrieze.gr/] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, http://eprints.uniss.it/] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [https://xfel.tind.io, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, http://coleccionfff.unav.es/bvunav/i18n/... \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, https://ritdml.rit.edu/] \n",
"\n",
" OpenDOAR_description \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [ukrainian catholic university’s institutional... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, this site provides access to the researc... \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, this site contains works published by eu... \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, the parthenon frieze repository reposito... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, this site provides access to the output ... \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [the european xfel publication database catalo... \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, this site provides access to still image... \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, this site is a university repository pro... \n",
"\n",
" OpenDOAR_type \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [institutional, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, institutional] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, disciplinary] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, governmental] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, institutional] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [institutional, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, institutional] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, institutional] \n",
"\n",
" OpenDOAR_updateDate \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [2019-10-17 14:34:57, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, 2021-05-21 18:05:06] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, 2019-10-17 14:34:21] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, 2019-12-04 12:27:31] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, 2019-10-17 14:34:20] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [2021-02-18 18:17:17, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, 2021-02-18 17:46:03] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, 2021-02-18 17:39:08] \n",
"\n",
" OpenDOAR_startDate \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [2015-07-08 12:43:38, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, 2020-06-02 09:14:18] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, 2009-02-02 13:13:26] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, 2013-11-12 14:52:47] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, 2008-11-12 10:10:33] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [2020-08-21 14:12:16, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, 2010-10-06 11:11:35] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, 2006-08-25 10:10:59] \n",
"\n",
" OpenDOAR_subject \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [[multidisciplinary], nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, [multidisciplinary]] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, [multidisciplinary]] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, [history and archaeology]] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, [multidisciplinary]] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [[science general, technology general], nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, [multidisciplinary]] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, [technology general]] \n",
"\n",
" OpenDOAR_contentType \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [[journal_articles, conference_and_workshop_pa... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, [journal_articles]] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, [journal_articles, books_chapters_and_se... \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, [books_chapters_and_sections, learning_o... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, [journal_articles, conference_and_worksh... \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [[journal_articles, conference_and_workshop_pa... \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, [other_special_item_types]] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, [journal_articles, conference_and_worksh... \n",
"\n",
" OpenDOAR_institution \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [[[ukrainian catholic university, ['ucu'], ua,... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, [[giresun university, ['giresun üniversi... \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, [[euskomedia, [], es, http://www.euskome... \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, [[national hellenic research foundation,... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, [[università degli studi di sassari, [],... \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [[[european x-ray free-electron laser facility... \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, [[universidad de navarra, [], es, http:/... \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, [[rochester institute of technology, [],... \n",
"\n",
" OpenDOAR_metadataPolicy \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [False, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, False] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, False] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, False] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, False] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [False, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, False] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, False] \n",
"\n",
" OpenDOAR_dataPolicy \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [False, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, False] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, False] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, False] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, False] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [False, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, False] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, False] \n",
"\n",
" OpenDOAR_submissionPolicy \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [False, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, False] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, False] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, False] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, False] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [False, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, False] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, False] \n",
"\n",
" OpenDOAR_contentPolicy \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [False, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, False] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, False] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, False] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, False] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [False, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, False] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, False] \n",
"\n",
" OpenDOAR_software OpenDOAR_api \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [dspace , nan] [false , nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, dspace 6.2] [nan, true ] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, eprints 3.0.5] [nan, true ] \n",
"... ... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, dspace ] [nan, true ] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, eprints 3.1.3] [nan, true ] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [other , nan] [true , nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, digibib ] [nan, true ] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, dspace ] [nan, true ] \n",
"\n",
" OpenDOAR_unique_id roar_eprintid \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [OpenDOAR_3410, nan] [nan, 10013] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, OpenDOAR_9647] [16034, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, OpenDOAR_1426] [610, nan] \n",
"... ... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, OpenDOAR_2890] [7550, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, OpenDOAR_1389] [1333, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [OpenDOAR_9752, nan] [nan, 16367] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, OpenDOAR_1912] [3108, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, OpenDOAR_648] [1126, nan] \n",
"\n",
" roar_rev_number roar_eprint_status \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, 31] [nan, archive] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [7, nan] [archive, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [514, nan] [archive, nan] \n",
"... ... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [19, nan] [archive, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [561, nan] [archive, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, 7] [nan, archive] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [195, nan] [archive, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [510, nan] [archive, nan] \n",
"\n",
" roar_userid roar_importid \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, 7104] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [12932, nan] [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [1, nan] [nan, nan] \n",
"... ... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [4467, nan] [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [1, nan] [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, 13175] [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [8, nan] [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [1, nan] [nan, nan] \n",
"\n",
" roar_source roar_dir \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, disk0/00/01/00/13] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [disk0/00/01/60/34, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] [disk0/00/00/06/10, nan] \n",
"... ... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] [disk0/00/00/75/50, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] [disk0/00/00/13/33, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] [nan, disk0/00/01/63/67] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] [disk0/00/00/31/08, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] [disk0/00/00/11/26, nan] \n",
"\n",
" roar_datestamp \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, 2015-08-08 14:53:04] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [2020-06-01 20:13:50, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [2010-01-06 13:44:32, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [2013-11-15 12:12:45, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [2010-01-06 13:45:45, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, 2020-10-19 19:21:10] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [2010-10-13 20:49:16, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [2010-01-06 13:45:17, nan] \n",
"\n",
" roar_lastmod \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, 2016-03-21 19:54:43] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [2020-06-01 20:14:04, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [2011-07-18 05:48:34, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [2013-12-23 06:44:21, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [2012-01-19 11:36:10, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, 2021-01-25 22:13:24] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [2011-07-18 06:04:17, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [2011-07-18 05:55:54, nan] \n",
"\n",
" roar_status_changed \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, 2015-08-08 14:53:04] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [2020-06-01 20:13:50, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [2010-01-06 13:44:32, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [2013-11-15 12:14:20, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [2010-01-06 13:45:45, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, 2020-10-19 19:21:10] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [2010-10-13 20:49:16, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [2010-01-06 13:45:17, nan] \n",
"\n",
" roar_type roar_succeeds \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, institutional] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [institutional, nan] [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [institutional, nan] [nan, nan] \n",
"... ... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [other, nan] [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [institutional, nan] [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, institutional] [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [institutional, nan] [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [institutional, nan] [nan, nan] \n",
"\n",
" roar_commentary \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_metadata_visibility \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, show] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [show, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [show, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [show, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [show, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, show] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [show, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [show, nan] \n",
"\n",
" roar_latitude roar_longitude \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] [nan, nan] \n",
"... ... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] [nan, nan] \n",
"\n",
" roar_relation_type roar_relation_uri \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] [nan, nan] \n",
"... ... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] [nan, nan] \n",
"\n",
" roar_item_issues_id \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_item_issues_type \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_item_issues_description \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_item_issues_timestamp \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_item_issues_status \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_item_issues_reported_by \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_item_issues_resolved_by \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_item_issues_comment \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_item_issues_count \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [0, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [0, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [0, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [0, nan] \n",
"\n",
" roar_sword_depositor roar_sword_slug \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] [nan, nan] \n",
"... ... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] [nan, nan] \n",
"\n",
" roar_exemplar \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_home_page \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, http://er.ucu.edu.ua/] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [https://acikerisim.giresun.edu.tr, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [http://hedatuz.euskomedia.org/, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [http://repository.parthenonfrieze.gr/, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [http://eprints.uniss.it/, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, https://xfel.tind.io/] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [http://coleccionfff.unav.es/bvunav/, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [https://ritdml.rit.edu/, nan] \n",
"\n",
" roar_title \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, ErUCU: Electronic repository of the Ukra... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [Giresun University Institutional Repository, ... \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [Hedatuz, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [The Parthenon Frieze Repository, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [UnissResearch, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, European XFEL Publication Database] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [Fotografía Sobre España en el Siglo XIX, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [RIT Digital Media Library, nan] \n",
"\n",
" roar_oai_pmh \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, http://er.ucu.edu.ua/oai/request] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [https://acikerisim.giresun.edu.tr/oai, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [http://hedatuz.euskomedia.org/cgi/oai2, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [http://repository.parthenonfrieze.gr/frieze-o... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [http://eprints.uniss.it/cgi/oai2, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, https://xfel.tind.io/oai2d] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [http://coleccionfff.unav.es/bvunav/i18n/oai/o... \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [http://ritdml.rit.edu/dspace-oai/request, nan] \n",
"\n",
" roar_sword_endpoint \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, http://er.ucu.edu.ua/sword/] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_rss_feed \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, http://er.ucu.edu.ua/feed/rss_2.0/site] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [http://hedatuz.euskomedia.org/cgi/latest_tool... \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [http://eprints.uniss.it/cgi/latest_tool?outpu... \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_twitter_feed \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_description \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, Ukrainian Catholic University’s institut... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [DSpace@Giresun is a growing collection of Gir... \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [Hedatuz, created by the Euskomedia Fundazioa,... \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [The Parthenon Frieze Repository repository is... \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, The European XFEL Publication Database c... \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [This site provides access to still image data... \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [info:other:archives.eprints.org:import, nan] \n",
"\n",
" roar_fulltext roar_open_access \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, TRUE] [nan, TRUE] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [TRUE, nan] [TRUE, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [TRUE, nan] [TRUE, nan] \n",
"... ... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [FALSE, nan] [FALSE, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, TRUE] [nan, FALSE] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [TRUE, nan] [TRUE, nan] \n",
"\n",
" roar_mandate \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, TRUE] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [TRUE, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [FALSE, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, FALSE] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_organisation_title \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, Ukrainian Catholic University] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [Giresun University, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [Euskomedia Fundazioa, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [Università degli studi di Sassari, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, European XFEL] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [Universidad de Navarra, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_organisation_home_page \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, http://ucu.edu.ua/eng/] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [https://www.giresun.edu.tr/, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [http://www.euskomedia.org, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [http://www.uniss.it, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, https://www.xfel.eu/] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [http://www.unav.es/, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_location_country \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, ua] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [tr, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [org, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [gr, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [it, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, de] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [es, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [us, nan] \n",
"\n",
" roar_location_city \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, Lviv] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [Giresun, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [ (Unknown city), nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [Athens, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [Sassari, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, Schenefeld] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [Rochester, NY, nan] \n",
"\n",
" roar_location_latitude \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [40.9147, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [40.5589, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [42.8181, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [43.1687, nan] \n",
"\n",
" roar_location_longitude \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [38.323, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [8.3181, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [-1.6443, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [-77.6158, nan] \n",
"\n",
" roar_software roar_geoname \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, dspace] [nan, geoname_2_UA] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [dspace, nan] [geoname_2_TR, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [eprints, nan] [geoname_2_ORG, nan] \n",
"... ... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [dspace, nan] [geoname_2_GR, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [eprints, nan] [geoname_2_IT, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, other] [nan, geoname_2_DE] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [dspace, nan] [geoname_2_US, nan] \n",
"\n",
" roar_version \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, other] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [other, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [eprints-3.0.5, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [other, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [eprints-3.1.3, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, other] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [other, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [other, nan] \n",
"\n",
" roar_subjects \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, [BL, L1, D901, D204, H1, AC, BF, B1, BS,... \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [[DE, DF], nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_date \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, 2015-07-07 12:38:37] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [2020-05-29 18:13:17, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [2008-10-03 15:36:07, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [2013-11-11 12:38:00, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [2008-10-27 14:53:39, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, 2020-09-24 10:17:41] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [2010-05-24 00:00:00, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [2004-11-17 15:51:25, nan] \n",
"\n",
" roar_note \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [DSpace@Giresun is a growing collection of Gir... \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_suggestions roar_activity_low \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] [0, nan] \n",
"... ... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] [0, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] [0, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] [0, nan] \n",
"\n",
" roar_activity_medium \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [0, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [0, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [0, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [0, nan] \n",
"\n",
" roar_activity_high roar_recordcount \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [0, nan] [100, nan] \n",
"... ... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [0, nan] [100, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [0, nan] [100, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [0, nan] [100, nan] \n",
"\n",
" roar_recordhistory \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,90,90,91,... \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,91,94,9... \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1... \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,18,36,47,50,57,... \n",
"\n",
" roar_fulltexts_total \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_fulltexts_docs \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_fulltexts_rtotal \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_fulltexts_rdocs \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_registry_name \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, [opendoar, celestial]] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [roarmap, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [[opendoar, celestial], nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [[opendoar, celestial], nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [[opendoar, celestial, roarmap], nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, opendoar] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [[opendoar, celestial], nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [[opendoar, celestial], nan] \n",
"\n",
" roar_registry_id \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, [5883, 3410]] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [http://roarmap.eprints.org/1046/, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [[1426, 1294], nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [[5357, 2890], nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [[1389, 240, 1258], nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, 9752] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [[1912, 2287], nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [[366, 648], nan] \n",
"\n",
" roar_submit_to roar_submitted_to_name \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] [nan, nan] \n",
"... ... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] [nan, nan] \n",
"\n",
" roar_submitted_to_done \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_webometrics_rank \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [570, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_webometrics_size \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [331, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_webometrics_visibility \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [519, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_webometrics_rich_files \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [145, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_webometrics_scholar \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [806, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_monthly_deposits \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_total_deposits \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, nan] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_association \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, [ivy_league, russell_group]] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [nan, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [nan, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [nan, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [nan, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, nan] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [nan, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [nan, nan] \n",
"\n",
" roar_unique_id \\\n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 [nan, nan] \n",
"dedup::0023a1e3447fdb31836536cc903f1310 [nan, roar_10013] \n",
"dedup::003ab6b40af9b488decea7c582d150a2 [nan, nan] \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 [roar_16034, nan] \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 [roar_610, nan] \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 [roar_7550, nan] \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 [roar_1333, nan] \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 [nan, roar_16367] \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 [roar_3108, nan] \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 [roar_1126, nan] \n",
"\n",
" source_set \n",
"dedup_id \n",
"dedup::001e6d882e54c780ce269d3c46997287 {FAIRsharing, re3data} \n",
"dedup::0023a1e3447fdb31836536cc903f1310 {roar, OpenDOAR} \n",
"dedup::003ab6b40af9b488decea7c582d150a2 {FAIRsharing, re3data} \n",
"dedup::0064f599ed0adb5870a5b3ffe438e485 {roar, OpenDOAR} \n",
"dedup::00ac8ed3b4327bdd4ebbebcb2ba10a00 {roar, OpenDOAR} \n",
"... ... \n",
"dedup::ff42b03a06a1bed4e936f0e04958e168 {roar, OpenDOAR} \n",
"dedup::ff49cc40a8890e6a60f40ff3026d2730 {roar, OpenDOAR} \n",
"dedup::ff4d70de478038c72282b7e4af1d4260 {roar, OpenDOAR} \n",
"dedup::ffbd6cbb019a1413183c8d08f2929307 {roar, OpenDOAR} \n",
"dedup::ffeed84c7cb1ae7bf4ec4bd78275bb98 {roar, OpenDOAR} \n",
"\n",
"[2049 rows x 179 columns]"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dup[dup.source_set.str.len() >= 2]"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.3"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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