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Many of these documents can be downloaded for free. Within this context, both parties involved - the Wuppertal Institute and the authors - demand an accurate handling and adequate citation with respect to these sources from all users. The Wuppertal Institute encourages its staff to publish freely available online-versions of scientific contributions as long as they are not already published by a professional publisher and therefore bound to (the) pre-assigned rights for publication.\n\nIf you want to search for publications please choose the menu ""Search""; there will be offered different ways for searching and finding your requested documents. If you are a member of the research staff and want to add publication information, please choose the menu ""Publish"" where you will find accordant forms for your input. Please find more information in ""FAQ"". Once they have been uploaded, all documents are freely available worldwide and are permanently/durably filed. They are also bibliographically tapped, as well as accessible by search engines on the Internet.\n\n\nAuf dem Publikationsserver des Wuppertal Instituts finden Sie die wissenschaftlichen Veröffentlichungen des Instituts und seiner Mitarbeiterinnen und Mitarbeiter, die sie im Rahmen der Forschung am Institut erarbeitet haben. Viele davon stehen hier als Download der Öffentlichkeit kostenlos zur Verfügung. Im Rahmen der Nutzung und Weiterverbreitung der Dokumente erwarten das Institut sowie Autorinnen und Autoren von den Nutzerinnen und Nutzern sorgfältigen Umgang mit den Quellen und ausreichende Zitierung. Das Wuppertal Institut ermuntert seine Mitarbeiterinnen und Mitarbeiter, wissenschaftliche Beiträge, die nicht durch die Veröffentlichungsrechte Dritter gebunden sind, auf seinem Publikationsserver kostenlos zu veröffentlichen.\n\nDie Texte stehen nach ihrer Veröffentlichung weltweit im Internet zur Verfügung und werden dauerhaft elektronisch archiviert. Sie sind bibliographisch erschlossen und per Suchmaschinen im Internet zugänglich. Wenn Sie nach Publikationen suchen wollen, wählen Sie bitte das Menü ""Suchen""; dort stehen Ihnen verschiedene Recherchemöglichkeiten zur Verfügung. Wollen Sie als Mitarbeiter/-in des Instituts Publikationsdaten hinzufügen, wählen Sie bitte das Menü ""Veröffentlichen"", in dem entsprechende Eingabeformulare bereitgestellt werden. Weitere Informationen befinden sich unter ""FAQ"".\n', 'This site provides access to the research output of the institution. The interface is available in German or English. Users may set up an RSS feed to be alerted to new content. Many items are not available as full-text.']",['TRUE'],['TRUE'],['FALSE'],"['Wuppertal Institut für Klima, Umwelt, Energie', 'Wuppertal Institut für Klima, Umwelt, Energie']","['http://wupperinst.org/', 'http://www.wupperinst.org/']","['de', 'de']",['Wuppertal'],"['51.2562', '51.2552']","['7.1508', '7.1528']",['opus'],"['geoname_2_DE', 'geoname_2_DE']","['other', 'other']","[['T1', 'HB', 'GE']]","['2016-04-28 13:58:38', '2012-09-09 15:12:29']",[],['please delete ID 5891'],['0'],['0'],['0'],['100'],"['0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,98,100,100,100,100,100,100,100,100']",[],[],[],[],"[['celestial', 'opendoar'], ['celestial', 'opendoar']]","[['2539', '6112'], ['2539', '5088']]",[],[],[],[],[],[],[],[],[],[],[],"['roar_11212', 'roar_5891']","{'OpenDOAR', 'roar'}"
diff --git a/data/processed/dup_within.csv b/data/processed/dup_within.csv
index 812bd7c..c0ea431 100644
--- a/data/processed/dup_within.csv
+++ b/data/processed/dup_within.csv
@@ -1,145 +1,144 @@
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142,dedup::fee4180dcb5f2af4d963b6d74d82d8c2,"['roar::3992', 'roar::5185']","['3992', '5185']","['York St John University ArchivalWare Digital Library', 'York St John University ArchivalWare Digital Library']","['roar', 'roar']","['roar_3992', 'roar_5185']",[],[],[],[],[],[],[],[],[],"[nan, nan]",[],[],[],"[nan, nan]",[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],"[nan, nan]",[],[],[],[],[],[],[],[],[],[],[],"[nan, nan]","[nan, nan]","[nan, nan]",[],"['3992', '5185']","['10', '10']","['archive', 'archive']","['8', '8']","[nan, nan]","[nan, nan]","['disk0/00/00/39/92', 'disk0/00/00/51/85']","['2011-07-17 23:40:27', '2012-05-16 23:40:55']","['2016-04-17 21:52:17', '2016-04-17 21:54:30']","['2011-07-17 23:40:27', '2012-05-16 23:40:55']","['institutional', 'institutional']",[],"[nan, nan]","['show', 'show']","[nan, nan]","[nan, nan]","[nan, nan]","[nan, nan]",[],[],[],[],[],"[nan, nan]","[nan, nan]","[nan, nan]",[],"[nan, nan]","[nan, nan]",[],"['http://w3.yorksj.ac.uk/library/library--information-services/find-resources/digital-archive.aspx', 'http://w3.yorksj.ac.uk/information-learning-services/library/find-resources/digital-archive.aspx']","['York St John University ArchivalWare Digital Library', 'York St John University ArchivalWare Digital Library']","['http://digarch.yorksj.ac.uk/awweb/oai', 'http://digarch.yorksj.ac.uk/awweb/oai']",[],[],[],"['This site provides access to the output of the institution. The interface is in English.', 'This site provides access to the output of the institution. The interface is in English.']",[],[],[],"['York St John University', 'York St John University']","['http://w3.yorksj.ac.uk/', 'http://w3.yorksj.ac.uk/']","['gb', 'gb']",[],"['53.9577', '53.9577']","['-1.0823', '-1.0823']",[],"['geoname_2_GB', 'geoname_2_GB']","['other', 'other']",[],"['2011-07-17 15:12:19', '2012-05-06 15:12:14']",[],[],"['0', '0']","['0', '0']","['0', '0']","['332', '332']","['0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,120,268,318,323,330,332,332,332,332,332,332,332', '0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,120,268,318,323,330,332,332,332,332,332,332,332']",[],[],[],[],"[['celestial', 'opendoar'], ['celestial', 'opendoar']]","[['1347', '1391'], ['1347', '1391']]",[],[],[],[],[],[],[],[],"['0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0', '0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,0,107,194,125,36,46,52,85,34,60,146']","['0', '889']",[],"['roar_3992', 'roar_5185']",{'roar'}
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diff --git a/notebooks/03-overlap.ipynb b/notebooks/03-overlap.ipynb
index 53931b6..fa8aea6 100644
--- a/notebooks/03-overlap.ipynb
+++ b/notebooks/03-overlap.ipynb
@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "code",
- "execution_count": 35,
+ "execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
@@ -25,7 +25,7 @@
},
{
"cell_type": "code",
- "execution_count": 36,
+ "execution_count": 2,
"metadata": {},
"outputs": [
{
@@ -747,7 +747,7 @@
"4 NaN FAIRsharing_2301 "
]
},
- "execution_count": 36,
+ "execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
@@ -768,7 +768,7 @@
},
{
"cell_type": "code",
- "execution_count": 37,
+ "execution_count": 3,
"metadata": {},
"outputs": [
{
@@ -1278,7 +1278,7 @@
"4 2021-09-02 re3data_r3d100000006 "
]
},
- "execution_count": 37,
+ "execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
@@ -1302,7 +1302,7 @@
},
{
"cell_type": "code",
- "execution_count": 38,
+ "execution_count": 4,
"metadata": {},
"outputs": [
{
@@ -1589,7 +1589,7 @@
"4 42.0 OpenDOAR_84 "
]
},
- "execution_count": 38,
+ "execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
@@ -1610,7 +1610,7 @@
},
{
"cell_type": "code",
- "execution_count": 39,
+ "execution_count": 5,
"metadata": {},
"outputs": [
{
@@ -1857,7 +1857,7 @@
" NaN | \n",
" NaN | \n",
" [celestial, opendoar] | \n",
- " [258, 526] | \n",
+ " [526, 258] | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
@@ -1992,8 +1992,8 @@
" TRUE | \n",
" TRUE | \n",
" TRUE | \n",
- " [KLIMZUG projects, Helmholtz-Zentrum Geesthach... | \n",
- " [http://www.climateservicecenter.de/, http://w... | \n",
+ " [Climate Service Center 2.0, Helmholtz-Zentrum... | \n",
+ " [http://www.klimzug.de/de/94.php, http://www.c... | \n",
" de | \n",
" Hamburg | \n",
" 53.5511 | \n",
@@ -2001,7 +2001,7 @@
" opus | \n",
" geoname_2_DE | \n",
" other | \n",
- " [GE, HD, G1, S1, GF] | \n",
+ " [HD, S1, GF, GE, G1] | \n",
" 2015-07-02 08:08:31 | \n",
" NaN | \n",
" NaN | \n",
@@ -2222,14 +2222,14 @@
"0 NaN \n",
"1 NaN \n",
"2 NaN \n",
- "3 [KLIMZUG projects, Helmholtz-Zentrum Geesthach... \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",
+ "3 [http://www.klimzug.de/de/94.php, http://www.c... de \n",
"4 http://www.skidmore.edu/ us \n",
"\n",
" roar_location_city roar_location_latitude roar_location_longitude \\\n",
@@ -2243,7 +2243,7 @@
"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 [GE, HD, G1, S1, GF] \n",
+ "3 opus geoname_2_DE other [HD, S1, GF, GE, G1] \n",
"4 bepress geoname_2_US other NaN \n",
"\n",
" roar_date roar_note roar_suggestions roar_activity_low \\\n",
@@ -2276,7 +2276,7 @@
"\n",
" roar_registry_name roar_registry_id roar_submit_to \\\n",
"0 [celestial, opendoar] [58, 669] NaN \n",
- "1 [celestial, opendoar] [258, 526] NaN \n",
+ "1 [celestial, opendoar] [526, 258] NaN \n",
"2 NaN NaN NaN \n",
"3 [celestial, opendoar] [3408, 5881] NaN \n",
"4 celestial 5882 NaN \n",
@@ -2310,7 +2310,7 @@
"4 NaN NaN roar_10008 "
]
},
- "execution_count": 39,
+ "execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
@@ -2338,7 +2338,7 @@
},
{
"cell_type": "code",
- "execution_count": 40,
+ "execution_count": 6,
"metadata": {},
"outputs": [
{
@@ -2492,7 +2492,7 @@
" dspace | \n",
" geoname_2_UA | \n",
" other | \n",
- " [D1, BF, D901, B1, H1, BS, HM, BL, D204, BR, A... | \n",
+ " [D1, DK, BL, BR, L1, BS, D901, B1, AC, BF, HM,... | \n",
" 2015-07-07 12:38:37 | \n",
" NaN | \n",
" NaN | \n",
@@ -2506,7 +2506,7 @@
" NaN | \n",
" NaN | \n",
" [celestial, opendoar] | \n",
- " [3410, 5883] | \n",
+ " [5883, 3410] | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
@@ -2574,7 +2574,7 @@
"7 NaN NaN dspace geoname_2_UA \n",
"\n",
" roar_version roar_subjects \\\n",
- "7 other [D1, BF, D901, B1, H1, BS, HM, BL, D204, BR, A... \n",
+ "7 other [D1, DK, BL, BR, L1, BS, D901, B1, AC, BF, HM,... \n",
"\n",
" roar_date roar_note roar_suggestions roar_activity_low \\\n",
"7 2015-07-07 12:38:37 NaN NaN NaN \n",
@@ -2586,7 +2586,7 @@
"7 NaN NaN NaN \n",
"\n",
" roar_fulltexts_rdocs roar_registry_name roar_registry_id roar_submit_to \\\n",
- "7 NaN [celestial, opendoar] [3410, 5883] NaN \n",
+ "7 NaN [celestial, opendoar] [5883, 3410] NaN \n",
"\n",
" roar_submitted_to_name roar_submitted_to_done roar_webometrics_rank \\\n",
"7 NaN NaN NaN \n",
@@ -2601,7 +2601,7 @@
"7 NaN [russell_group, ivy_league] roar_10013 "
]
},
- "execution_count": 40,
+ "execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
@@ -2619,7 +2619,7 @@
},
{
"cell_type": "code",
- "execution_count": 41,
+ "execution_count": 7,
"metadata": {},
"outputs": [
{
@@ -2654,15 +2654,6 @@
" \n",
" \n",
" 0 | \n",
- " dedup_id | \n",
- " duplicate_id | \n",
- " original_id | \n",
- " name | \n",
- " collectedfrom | \n",
- " collectedfrom_original_id | \n",
- "
\n",
- " \n",
- " 1 | \n",
" dedup::001e6d882e54c780ce269d3c46997287 | \n",
" https://fairsharing.org/10.25504/FAIRsharing.q... | \n",
" 2094 | \n",
@@ -2671,7 +2662,7 @@
" FAIRsharing_2094 | \n",
"
\n",
" \n",
- " 2 | \n",
+ " 1 | \n",
" dedup::001e6d882e54c780ce269d3c46997287 | \n",
" re3data::r3d100011306 | \n",
" r3d100011306 | \n",
@@ -2680,7 +2671,7 @@
" re3data_r3d100011306 | \n",
"
\n",
" \n",
- " 3 | \n",
+ " 2 | \n",
" dedup::003ab6b40af9b488decea7c582d150a2 | \n",
" re3data::r3d100011894 | \n",
" r3d100011894 | \n",
@@ -2689,7 +2680,7 @@
" re3data_r3d100011894 | \n",
"
\n",
" \n",
- " 4 | \n",
+ " 3 | \n",
" dedup::003ab6b40af9b488decea7c582d150a2 | \n",
" https://fairsharing.org/10.25504/FAIRsharing.d... | \n",
" 2315 | \n",
@@ -2697,54 +2688,65 @@
" FAIRsharing | \n",
" FAIRsharing_2315 | \n",
"
\n",
+ " \n",
+ " 4 | \n",
+ " dedup::0048f2e3aa55ab88aaaac0cfa4153ad5 | \n",
+ " opendoar::4562 | \n",
+ " 4562 | \n",
+ " erzincan binali yıldırım university institutio... | \n",
+ " OpenDOAR | \n",
+ " OpenDOAR_4562 | \n",
+ "
\n",
" \n",
"\n",
""
],
"text/plain": [
" dedup_id \\\n",
- "0 dedup_id \n",
+ "0 dedup::001e6d882e54c780ce269d3c46997287 \n",
"1 dedup::001e6d882e54c780ce269d3c46997287 \n",
- "2 dedup::001e6d882e54c780ce269d3c46997287 \n",
+ "2 dedup::003ab6b40af9b488decea7c582d150a2 \n",
"3 dedup::003ab6b40af9b488decea7c582d150a2 \n",
- "4 dedup::003ab6b40af9b488decea7c582d150a2 \n",
+ "4 dedup::0048f2e3aa55ab88aaaac0cfa4153ad5 \n",
"\n",
" duplicate_id original_id \\\n",
- "0 duplicate_id original_id \n",
- "1 https://fairsharing.org/10.25504/FAIRsharing.q... 2094 \n",
- "2 re3data::r3d100011306 r3d100011306 \n",
- "3 re3data::r3d100011894 r3d100011894 \n",
- "4 https://fairsharing.org/10.25504/FAIRsharing.d... 2315 \n",
+ "0 https://fairsharing.org/10.25504/FAIRsharing.q... 2094 \n",
+ "1 re3data::r3d100011306 r3d100011306 \n",
+ "2 re3data::r3d100011894 r3d100011894 \n",
+ "3 https://fairsharing.org/10.25504/FAIRsharing.d... 2315 \n",
+ "4 opendoar::4562 4562 \n",
"\n",
- " name source \\\n",
- "0 name collectedfrom \n",
- "1 RESID Database of Protein Modifications FAIRsharing \n",
- "2 RESID Database of Protein Modifications re3data \n",
- "3 Synapse re3data \n",
- "4 Synapse FAIRsharing \n",
+ " name source \\\n",
+ "0 RESID Database of Protein Modifications FAIRsharing \n",
+ "1 RESID Database of Protein Modifications re3data \n",
+ "2 Synapse re3data \n",
+ "3 Synapse FAIRsharing \n",
+ "4 erzincan binali yıldırım university institutio... OpenDOAR \n",
"\n",
- " unique_id \n",
- "0 collectedfrom_original_id \n",
- "1 FAIRsharing_2094 \n",
- "2 re3data_r3d100011306 \n",
- "3 re3data_r3d100011894 \n",
- "4 FAIRsharing_2315 "
+ " unique_id \n",
+ "0 FAIRsharing_2094 \n",
+ "1 re3data_r3d100011306 \n",
+ "2 re3data_r3d100011894 \n",
+ "3 FAIRsharing_2315 \n",
+ "4 OpenDOAR_4562 "
]
},
- "execution_count": 41,
+ "execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
- "dup = pd.read_csv('../data/processed/ds_dedup_2022-02-16_13.03.17.csv', sep=';', quotechar='\"', header=None, names=['dedup_id', 'duplicate_id', 'original_id', 'name', 'source'])\n",
+ "dup = pd.read_csv('../data/processed/ds_dedup_2022-02-16_13.03.17.csv',\n",
+ " sep=';', quotechar='\"',\n",
+ " header=0, 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": 42,
+ "execution_count": 8,
"metadata": {},
"outputs": [
{
@@ -2779,30 +2781,30 @@
" \n",
" \n",
" count | \n",
- " 4713 | \n",
- " 4713 | \n",
- " 4713 | \n",
- " 4713 | \n",
- " 4713 | \n",
- " 4713 | \n",
+ " 4712 | \n",
+ " 4712 | \n",
+ " 4712 | \n",
+ " 4712 | \n",
+ " 4712 | \n",
+ " 4712 | \n",
"
\n",
" \n",
" unique | \n",
- " 2240 | \n",
- " 4713 | \n",
- " 4239 | \n",
- " 4018 | \n",
- " 5 | \n",
- " 4713 | \n",
+ " 2239 | \n",
+ " 4712 | \n",
+ " 4238 | \n",
+ " 4017 | \n",
+ " 4 | \n",
+ " 4712 | \n",
"
\n",
" \n",
" top | \n",
- " dedup::b27a96789c109ac4d90777c8477a6102 | \n",
- " duplicate_id | \n",
- " 3089 | \n",
+ " dedup::67c12a6c3288a49f1db6a2343ec599ca | \n",
+ " https://fairsharing.org/10.25504/FAIRsharing.q... | \n",
+ " 3284 | \n",
" UPN JATIM REPOSITORY | \n",
" roar | \n",
- " collectedfrom_original_id | \n",
+ " FAIRsharing_2094 | \n",
"
\n",
" \n",
" freq | \n",
@@ -2818,20 +2820,26 @@
""
],
"text/plain": [
- " dedup_id duplicate_id original_id \\\n",
- "count 4713 4713 4713 \n",
- "unique 2240 4713 4239 \n",
- "top dedup::b27a96789c109ac4d90777c8477a6102 duplicate_id 3089 \n",
- "freq 5 1 3 \n",
+ " dedup_id \\\n",
+ "count 4712 \n",
+ "unique 2239 \n",
+ "top dedup::67c12a6c3288a49f1db6a2343ec599ca \n",
+ "freq 5 \n",
"\n",
- " name source unique_id \n",
- "count 4713 4713 4713 \n",
- "unique 4018 5 4713 \n",
- "top UPN JATIM REPOSITORY roar collectedfrom_original_id \n",
- "freq 4 1981 1 "
+ " duplicate_id original_id \\\n",
+ "count 4712 4712 \n",
+ "unique 4712 4238 \n",
+ "top https://fairsharing.org/10.25504/FAIRsharing.q... 3284 \n",
+ "freq 1 3 \n",
+ "\n",
+ " name source unique_id \n",
+ "count 4712 4712 4712 \n",
+ "unique 4017 4 4712 \n",
+ "top UPN JATIM REPOSITORY roar FAIRsharing_2094 \n",
+ "freq 4 1981 1 "
]
},
- "execution_count": 42,
+ "execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
@@ -2844,12 +2852,12 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "# Assessing duplicates across registries"
+ "# Assessing duplicates distribution across registries"
]
},
{
"cell_type": "code",
- "execution_count": 43,
+ "execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
@@ -2859,7 +2867,7 @@
},
{
"cell_type": "code",
- "execution_count": 44,
+ "execution_count": 10,
"metadata": {},
"outputs": [
{
@@ -2874,7 +2882,7 @@
"dtype: int64"
]
},
- "execution_count": 44,
+ "execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
@@ -2885,7 +2893,7 @@
},
{
"cell_type": "code",
- "execution_count": 45,
+ "execution_count": 11,
"metadata": {},
"outputs": [
{
@@ -2900,7 +2908,7 @@
"dtype: int64"
]
},
- "execution_count": 45,
+ "execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
@@ -2911,7 +2919,7 @@
},
{
"cell_type": "code",
- "execution_count": 46,
+ "execution_count": 12,
"metadata": {},
"outputs": [
{
@@ -2926,7 +2934,7 @@
"dtype: int64"
]
},
- "execution_count": 46,
+ "execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
@@ -2937,22 +2945,22 @@
},
{
"cell_type": "code",
- "execution_count": 47,
+ "execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "duplicate_id 144\n",
- "original_id 144\n",
- "name 144\n",
- "source 144\n",
- "unique_id 144\n",
- "source_set 144\n",
+ "duplicate_id 143\n",
+ "original_id 143\n",
+ "name 143\n",
+ "source 143\n",
+ "unique_id 143\n",
+ "source_set 143\n",
"dtype: int64"
]
},
- "execution_count": 47,
+ "execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
@@ -2970,149 +2978,7 @@
},
{
"cell_type": "code",
- "execution_count": 48,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/html": [
- "\n",
- "\n",
- "
\n",
- " \n",
- " \n",
- " | \n",
- " duplicate_id | \n",
- " original_id | \n",
- " name | \n",
- " source | \n",
- " unique_id | \n",
- "
\n",
- " \n",
- " \n",
- " \n",
- " count | \n",
- " 30 | \n",
- " 30 | \n",
- " 30 | \n",
- " 30 | \n",
- " 30 | \n",
- "
\n",
- " \n",
- " sum | \n",
- " 62 | \n",
- " 62 | \n",
- " 62 | \n",
- " 62 | \n",
- " 62 | \n",
- "
\n",
- " \n",
- "
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- "
"
- ],
- "text/plain": [
- " duplicate_id original_id name source unique_id\n",
- "count 30 30 30 30 30\n",
- "sum 62 62 62 62 62"
- ]
- },
- "execution_count": 48,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "opendoar_dup = dup[dup.source == 'OpenDOAR'].groupby('dedup_id').count()\n",
- "opendoar_dup = opendoar_dup[opendoar_dup.duplicate_id > 1]\n",
- "opendoar_dup.aggregate(['count', 'sum'])"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 49,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/html": [
- "\n",
- "\n",
- "
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- " \n",
- " \n",
- " | \n",
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- " name | \n",
- " source | \n",
- " unique_id | \n",
- "
\n",
- " \n",
- " \n",
- " \n",
- " count | \n",
- " 3 | \n",
- " 3 | \n",
- " 3 | \n",
- " 3 | \n",
- " 3 | \n",
- "
\n",
- " \n",
- " sum | \n",
- " 6 | \n",
- " 6 | \n",
- " 6 | \n",
- " 6 | \n",
- " 6 | \n",
- "
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- " \n",
- "
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- "
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- ],
- "text/plain": [
- " duplicate_id original_id name source unique_id\n",
- "count 3 3 3 3 3\n",
- "sum 6 6 6 6 6"
- ]
- },
- "execution_count": 49,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "re3data_dup = dup[dup.source == 're3data'].groupby('dedup_id').count()\n",
- "re3data_dup = re3data_dup[re3data_dup.duplicate_id > 1]\n",
- "re3data_dup.aggregate(['count', 'sum'])"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 50,
+ "execution_count": 14,
"metadata": {},
"outputs": [
{
@@ -3170,7 +3036,7 @@
"sum 518 518 518 518 518"
]
},
- "execution_count": 50,
+ "execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
@@ -3183,7 +3049,149 @@
},
{
"cell_type": "code",
- "execution_count": 51,
+ "execution_count": 15,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " duplicate_id | \n",
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+ " name | \n",
+ " source | \n",
+ " unique_id | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " count | \n",
+ " 30 | \n",
+ " 30 | \n",
+ " 30 | \n",
+ " 30 | \n",
+ " 30 | \n",
+ "
\n",
+ " \n",
+ " sum | \n",
+ " 62 | \n",
+ " 62 | \n",
+ " 62 | \n",
+ " 62 | \n",
+ " 62 | \n",
+ "
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+ " \n",
+ "
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+ "
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+ ],
+ "text/plain": [
+ " duplicate_id original_id name source unique_id\n",
+ "count 30 30 30 30 30\n",
+ "sum 62 62 62 62 62"
+ ]
+ },
+ "execution_count": 15,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "opendoar_dup = dup[dup.source == 'OpenDOAR'].groupby('dedup_id').count()\n",
+ "opendoar_dup = opendoar_dup[opendoar_dup.duplicate_id > 1]\n",
+ "opendoar_dup.aggregate(['count', 'sum'])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " duplicate_id | \n",
+ " original_id | \n",
+ " name | \n",
+ " source | \n",
+ " unique_id | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " count | \n",
+ " 3 | \n",
+ " 3 | \n",
+ " 3 | \n",
+ " 3 | \n",
+ " 3 | \n",
+ "
\n",
+ " \n",
+ " sum | \n",
+ " 6 | \n",
+ " 6 | \n",
+ " 6 | \n",
+ " 6 | \n",
+ " 6 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " duplicate_id original_id name source unique_id\n",
+ "count 3 3 3 3 3\n",
+ "sum 6 6 6 6 6"
+ ]
+ },
+ "execution_count": 16,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "re3data_dup = dup[dup.source == 're3data'].groupby('dedup_id').count()\n",
+ "re3data_dup = re3data_dup[re3data_dup.duplicate_id > 1]\n",
+ "re3data_dup.aggregate(['count', 'sum'])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
"metadata": {},
"outputs": [
{
@@ -3241,7 +3249,7 @@
"sum 0 0 0 0 0"
]
},
- "execution_count": 51,
+ "execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
@@ -3261,7 +3269,7 @@
},
{
"cell_type": "code",
- "execution_count": 52,
+ "execution_count": 18,
"metadata": {},
"outputs": [
{
@@ -3270,7 +3278,7 @@
"array(['dedup::6973375bbb56846f0d935bd1cd9e0b98'], dtype=object)"
]
},
- "execution_count": 52,
+ "execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
@@ -3279,16 +3287,114 @@
"np.intersect1d(roar_dup.index, opendoar_dup.index)"
]
},
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
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+ " original_id | \n",
+ " name | \n",
+ " source | \n",
+ " unique_id | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 1937 | \n",
+ " dedup::6973375bbb56846f0d935bd1cd9e0b98 | \n",
+ " opendoar::3820 | \n",
+ " 3820 | \n",
+ " repositorio - universidad de la costa | \n",
+ " OpenDOAR | \n",
+ " OpenDOAR_3820 | \n",
+ "
\n",
+ " \n",
+ " 1938 | \n",
+ " dedup::6973375bbb56846f0d935bd1cd9e0b98 | \n",
+ " opendoar::5226 | \n",
+ " 5226 | \n",
+ " repositorio universidad de la costa | \n",
+ " OpenDOAR | \n",
+ " OpenDOAR_5226 | \n",
+ "
\n",
+ " \n",
+ " 1939 | \n",
+ " dedup::6973375bbb56846f0d935bd1cd9e0b98 | \n",
+ " roar::14929 | \n",
+ " 14929 | \n",
+ " Repositorio Universidad de la Costa | \n",
+ " roar | \n",
+ " roar_14929 | \n",
+ "
\n",
+ " \n",
+ " 1940 | \n",
+ " dedup::6973375bbb56846f0d935bd1cd9e0b98 | \n",
+ " roar::16263 | \n",
+ " 16263 | \n",
+ " Repositorio Universidad de la Costa | \n",
+ " roar | \n",
+ " roar_16263 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " dedup_id duplicate_id original_id \\\n",
+ "1937 dedup::6973375bbb56846f0d935bd1cd9e0b98 opendoar::3820 3820 \n",
+ "1938 dedup::6973375bbb56846f0d935bd1cd9e0b98 opendoar::5226 5226 \n",
+ "1939 dedup::6973375bbb56846f0d935bd1cd9e0b98 roar::14929 14929 \n",
+ "1940 dedup::6973375bbb56846f0d935bd1cd9e0b98 roar::16263 16263 \n",
+ "\n",
+ " name source unique_id \n",
+ "1937 repositorio - universidad de la costa OpenDOAR OpenDOAR_3820 \n",
+ "1938 repositorio universidad de la costa OpenDOAR OpenDOAR_5226 \n",
+ "1939 Repositorio Universidad de la Costa roar roar_14929 \n",
+ "1940 Repositorio Universidad de la Costa roar roar_16263 "
+ ]
+ },
+ "execution_count": 19,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "dup[dup.dedup_id == 'dedup::6973375bbb56846f0d935bd1cd9e0b98']"
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
"source": [
- "# Isolating duplicates within a registry"
+ "# Isolating single-registry duplicates"
]
},
{
"cell_type": "code",
- "execution_count": 53,
+ "execution_count": 20,
"metadata": {},
"outputs": [
{
@@ -3429,7 +3535,7 @@
"dedup::0e3c63baca694032044bbb00c2f1111e {roar} "
]
},
- "execution_count": 53,
+ "execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
@@ -3443,7 +3549,7 @@
},
{
"cell_type": "code",
- "execution_count": 54,
+ "execution_count": 21,
"metadata": {},
"outputs": [
{
@@ -3584,7 +3690,7 @@
"dedup::0e3c63baca694032044bbb00c2f1111e roar "
]
},
- "execution_count": 54,
+ "execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
@@ -3596,7 +3702,27 @@
},
{
"cell_type": "code",
- "execution_count": 55,
+ "execution_count": 22,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "143"
+ ]
+ },
+ "execution_count": 22,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "dup_within.groupby('dedup_id').ngroups"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 23,
"metadata": {},
"outputs": [
{
@@ -3645,14 +3771,6 @@
" 18 | \n",
"
\n",
" \n",
- " collectedfrom | \n",
- " 1 | \n",
- " 1 | \n",
- " 1 | \n",
- " 1 | \n",
- " 1 | \n",
- "
\n",
- " \n",
" re3data | \n",
" 2 | \n",
" 2 | \n",
@@ -3673,15 +3791,14 @@
""
],
"text/plain": [
- " duplicate_id original_id name source unique_id\n",
- "source_set \n",
- "OpenDOAR 18 18 18 18 18\n",
- "collectedfrom 1 1 1 1 1\n",
- "re3data 2 2 2 2 2\n",
- "roar 123 123 123 123 123"
+ " duplicate_id original_id name source unique_id\n",
+ "source_set \n",
+ "OpenDOAR 18 18 18 18 18\n",
+ "re3data 2 2 2 2 2\n",
+ "roar 123 123 123 123 123"
]
},
- "execution_count": 55,
+ "execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
@@ -3692,7 +3809,417 @@
},
{
"cell_type": "code",
- "execution_count": 56,
+ "execution_count": 24,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
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+ " \n",
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+ " Chung Shan Medical University Institutional Re... | \n",
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+ " roar_16867 | \n",
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\n",
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+ " dedup::fab2415bf42ac76e4ae00aa68b61a4ba | \n",
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+ " Biblioteca Virtual del Centro de Documentación | \n",
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+ " York St John University ArchivalWare Digital L... | \n",
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296 rows × 6 columns
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+ "4691 dedup::fee4180dcb5f2af4d963b6d74d82d8c2 roar::5185 5185 \n",
+ "\n",
+ " name source unique_id \n",
+ "122 ECNIS Repository (Environmental Cancer Risk roar roar_474 \n",
+ "123 ECNIS Repository (Environmental Cancer Risk roar roar_5541 \n",
+ "184 Chung Shan Medical University Institutional Re... roar roar_16867 \n",
+ "185 Chung Shan Medical University Institutional Re... roar roar_2907 \n",
+ "192 Digital Library of Jelenia Góra roar roar_5432 \n",
+ "... ... ... ... \n",
+ "4583 Repositorio Universidad de Sucre roar roar_13134 \n",
+ "4608 Biblioteca Virtual del Centro de Documentación roar roar_5482 \n",
+ "4609 Biblioteca Virtual del Centro de Documentación roar roar_5214 \n",
+ "4690 York St John University ArchivalWare Digital L... roar roar_3992 \n",
+ "4691 York St John University ArchivalWare Digital L... roar roar_5185 \n",
+ "\n",
+ "[296 rows x 6 columns]"
+ ]
+ },
+ "execution_count": 24,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "dup_within = dup[dup.dedup_id.isin(dup_within.index)]\n",
+ "dup_within"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Isolating hybrid duplicates"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 25,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
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+ "4612 dedup::fab888b1713fb886b13bbd2d569bba60 roar::5891 5891 \n",
+ "\n",
+ " name source \\\n",
+ "53 Institutional Repository UIN Syarif Hidayatull... roar \n",
+ "54 institutional repository uin syarif hidayatull... OpenDOAR \n",
+ "55 Institutional Repository UIN Syarif Hidayatull... roar \n",
+ "72 The University of Arizona Campus Repository roar \n",
+ "73 university of arizona campus repository OpenDOAR \n",
+ "... ... ... \n",
+ "4596 sanok digital library OpenDOAR \n",
+ "4597 Sanok Digital Library roar \n",
+ "4610 publication server of the wuppertal institute OpenDOAR \n",
+ "4611 Publication Server of the Wuppertal Institute roar \n",
+ "4612 Publication Server of the Wuppertal Institute roar \n",
+ "\n",
+ " unique_id \n",
+ "53 roar_6167 \n",
+ "54 OpenDOAR_2717 \n",
+ "55 roar_6580 \n",
+ "72 roar_7902 \n",
+ "73 OpenDOAR_2468 \n",
+ "... ... \n",
+ "4596 OpenDOAR_2545 \n",
+ "4597 roar_5746 \n",
+ "4610 OpenDOAR_2539 \n",
+ "4611 roar_11212 \n",
+ "4612 roar_5891 \n",
+ "\n",
+ "[434 rows x 6 columns]"
+ ]
+ },
+ "execution_count": 25,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "dup_across = dup[~dup.dedup_id.isin(dup_within.dedup_id)]\n",
+ "dup_across = dup_across.groupby('dedup_id').aggregate(list)\n",
+ "dup_across['source_set'] = dup_across.source.map(set)\n",
+ "\n",
+ "dup_hybrid = dup_across[dup_across.source_set.str.len() < dup_across.source.str.len()]\n",
+ "dup_hybrid = dup[dup.dedup_id.isin(dup_hybrid.index)]\n",
+ "dup_hybrid"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 26,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "138"
+ ]
+ },
+ "execution_count": 26,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "dup_hybrid.groupby('dedup_id').ngroups"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Isolating multiple-registry duplicates"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 27,
"metadata": {},
"outputs": [
{
@@ -3727,409 +4254,6 @@
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- "dup_within"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "# Isolating duplicates across registries (hybrid)"
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- },
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- "dup_across = dup[~dup.dedup_id.isin(dup_within.dedup_id)]\n",
- "dup_across = dup_across.groupby('dedup_id').aggregate(list)\n",
- "dup_across['source_set'] = dup_across.source.map(set)\n",
- "\n",
- "dup_hybrid = dup_across[dup_across.source_set.str.len() < dup_across.source.str.len()]\n",
- "dup_hybrid = dup[dup.dedup_id.isin(dup_hybrid.index)]\n",
- "dup_hybrid"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "# Isolating duplicates across registries (pure)"
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- },
- {
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- "execution_count": 58,
- "metadata": {},
- "outputs": [
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- "data": {
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" dedup::001e6d882e54c780ce269d3c46997287 | \n",
" https://fairsharing.org/10.25504/FAIRsharing.q... | \n",
" 2094 | \n",
@@ -4138,7 +4262,7 @@
" FAIRsharing_2094 | \n",
"
\n",
" \n",
- " 2 | \n",
+ " 1 | \n",
" dedup::001e6d882e54c780ce269d3c46997287 | \n",
" re3data::r3d100011306 | \n",
" r3d100011306 | \n",
@@ -4147,7 +4271,7 @@
" re3data_r3d100011306 | \n",
"
\n",
" \n",
- " 3 | \n",
+ " 2 | \n",
" dedup::003ab6b40af9b488decea7c582d150a2 | \n",
" re3data::r3d100011894 | \n",
" r3d100011894 | \n",
@@ -4156,7 +4280,7 @@
" re3data_r3d100011894 | \n",
"
\n",
" \n",
- " 4 | \n",
+ " 3 | \n",
" dedup::003ab6b40af9b488decea7c582d150a2 | \n",
" https://fairsharing.org/10.25504/FAIRsharing.d... | \n",
" 2315 | \n",
@@ -4165,7 +4289,7 @@
" FAIRsharing_2315 | \n",
"
\n",
" \n",
- " 5 | \n",
+ " 4 | \n",
" dedup::0048f2e3aa55ab88aaaac0cfa4153ad5 | \n",
" opendoar::4562 | \n",
" 4562 | \n",
@@ -4183,7 +4307,7 @@
" ... | \n",
"
\n",
" \n",
- " 4708 | \n",
+ " 4707 | \n",
" dedup::ff7d2ea87cebddb182db2fb8cf32aa89 | \n",
" opendoar::2126 | \n",
" 2126 | \n",
@@ -4192,7 +4316,7 @@
" OpenDOAR_2126 | \n",
"
\n",
" \n",
- " 4709 | \n",
+ " 4708 | \n",
" dedup::ffb342887a73ec0ead022e0414d765b1 | \n",
" roar::668 | \n",
" 668 | \n",
@@ -4201,7 +4325,7 @@
" roar_668 | \n",
"
\n",
" \n",
- " 4710 | \n",
+ " 4709 | \n",
" dedup::ffb342887a73ec0ead022e0414d765b1 | \n",
" opendoar::185 | \n",
" 185 | \n",
@@ -4210,7 +4334,7 @@
" OpenDOAR_185 | \n",
"
\n",
" \n",
- " 4711 | \n",
+ " 4710 | \n",
" dedup::ffbb6800107747f9224cdde0df95da7c | \n",
" opendoar::3122 | \n",
" 3122 | \n",
@@ -4219,7 +4343,7 @@
" OpenDOAR_3122 | \n",
"
\n",
" \n",
- " 4712 | \n",
+ " 4711 | \n",
" dedup::ffbb6800107747f9224cdde0df95da7c | \n",
" roar::13646 | \n",
" 13646 | \n",
@@ -4234,61 +4358,61 @@
],
"text/plain": [
" dedup_id \\\n",
+ "0 dedup::001e6d882e54c780ce269d3c46997287 \n",
"1 dedup::001e6d882e54c780ce269d3c46997287 \n",
- "2 dedup::001e6d882e54c780ce269d3c46997287 \n",
+ "2 dedup::003ab6b40af9b488decea7c582d150a2 \n",
"3 dedup::003ab6b40af9b488decea7c582d150a2 \n",
- "4 dedup::003ab6b40af9b488decea7c582d150a2 \n",
- "5 dedup::0048f2e3aa55ab88aaaac0cfa4153ad5 \n",
+ "4 dedup::0048f2e3aa55ab88aaaac0cfa4153ad5 \n",
"... ... \n",
- "4708 dedup::ff7d2ea87cebddb182db2fb8cf32aa89 \n",
+ "4707 dedup::ff7d2ea87cebddb182db2fb8cf32aa89 \n",
+ "4708 dedup::ffb342887a73ec0ead022e0414d765b1 \n",
"4709 dedup::ffb342887a73ec0ead022e0414d765b1 \n",
- "4710 dedup::ffb342887a73ec0ead022e0414d765b1 \n",
+ "4710 dedup::ffbb6800107747f9224cdde0df95da7c \n",
"4711 dedup::ffbb6800107747f9224cdde0df95da7c \n",
- "4712 dedup::ffbb6800107747f9224cdde0df95da7c \n",
"\n",
" duplicate_id original_id \\\n",
- "1 https://fairsharing.org/10.25504/FAIRsharing.q... 2094 \n",
- "2 re3data::r3d100011306 r3d100011306 \n",
- "3 re3data::r3d100011894 r3d100011894 \n",
- "4 https://fairsharing.org/10.25504/FAIRsharing.d... 2315 \n",
- "5 opendoar::4562 4562 \n",
+ "0 https://fairsharing.org/10.25504/FAIRsharing.q... 2094 \n",
+ "1 re3data::r3d100011306 r3d100011306 \n",
+ "2 re3data::r3d100011894 r3d100011894 \n",
+ "3 https://fairsharing.org/10.25504/FAIRsharing.d... 2315 \n",
+ "4 opendoar::4562 4562 \n",
"... ... ... \n",
- "4708 opendoar::2126 2126 \n",
- "4709 roar::668 668 \n",
- "4710 opendoar::185 185 \n",
- "4711 opendoar::3122 3122 \n",
- "4712 roar::13646 13646 \n",
+ "4707 opendoar::2126 2126 \n",
+ "4708 roar::668 668 \n",
+ "4709 opendoar::185 185 \n",
+ "4710 opendoar::3122 3122 \n",
+ "4711 roar::13646 13646 \n",
"\n",
" name source \\\n",
- "1 RESID Database of Protein Modifications FAIRsharing \n",
- "2 RESID Database of Protein Modifications re3data \n",
- "3 Synapse re3data \n",
- "4 Synapse FAIRsharing \n",
- "5 erzincan binali yıldırım university institutio... OpenDOAR \n",
+ "0 RESID Database of Protein Modifications FAIRsharing \n",
+ "1 RESID Database of Protein Modifications re3data \n",
+ "2 Synapse re3data \n",
+ "3 Synapse FAIRsharing \n",
+ "4 erzincan binali yıldırım university institutio... OpenDOAR \n",
"... ... ... \n",
- "4708 sophia OpenDOAR \n",
- "4709 Infoscience: École polytechnique fédérale de L... roar \n",
- "4710 infoscience - école polytechnique fédérale de ... OpenDOAR \n",
- "4711 istanbul bilgi university library open access OpenDOAR \n",
- "4712 Istanbul Bilgi University Library Open Access roar \n",
+ "4707 sophia OpenDOAR \n",
+ "4708 Infoscience: École polytechnique fédérale de L... roar \n",
+ "4709 infoscience - école polytechnique fédérale de ... OpenDOAR \n",
+ "4710 istanbul bilgi university library open access OpenDOAR \n",
+ "4711 Istanbul Bilgi University Library Open Access roar \n",
"\n",
" unique_id \n",
- "1 FAIRsharing_2094 \n",
- "2 re3data_r3d100011306 \n",
- "3 re3data_r3d100011894 \n",
- "4 FAIRsharing_2315 \n",
- "5 OpenDOAR_4562 \n",
+ "0 FAIRsharing_2094 \n",
+ "1 re3data_r3d100011306 \n",
+ "2 re3data_r3d100011894 \n",
+ "3 FAIRsharing_2315 \n",
+ "4 OpenDOAR_4562 \n",
"... ... \n",
- "4708 OpenDOAR_2126 \n",
- "4709 roar_668 \n",
- "4710 OpenDOAR_185 \n",
- "4711 OpenDOAR_3122 \n",
- "4712 roar_13646 \n",
+ "4707 OpenDOAR_2126 \n",
+ "4708 roar_668 \n",
+ "4709 OpenDOAR_185 \n",
+ "4710 OpenDOAR_3122 \n",
+ "4711 roar_13646 \n",
"\n",
"[3982 rows x 6 columns]"
]
},
- "execution_count": 58,
+ "execution_count": 27,
"metadata": {},
"output_type": "execute_result"
}
@@ -4300,6 +4424,26 @@
"# dup[dup.dedup_id.isin(dup_across.index)]"
]
},
+ {
+ "cell_type": "code",
+ "execution_count": 28,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "1958"
+ ]
+ },
+ "execution_count": 28,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "dup_across.groupby('dedup_id').ngroups"
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
@@ -4309,22 +4453,22 @@
},
{
"cell_type": "code",
- "execution_count": 59,
+ "execution_count": 29,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "dedup_id 4713\n",
- "duplicate_id 4713\n",
- "original_id 4713\n",
- "name 4713\n",
- "source 4713\n",
- "unique_id 4713\n",
+ "dedup_id 4712\n",
+ "duplicate_id 4712\n",
+ "original_id 4712\n",
+ "name 4712\n",
+ "source 4712\n",
+ "unique_id 4712\n",
"dtype: int64"
]
},
- "execution_count": 59,
+ "execution_count": 29,
"metadata": {},
"output_type": "execute_result"
}
@@ -4335,22 +4479,22 @@
},
{
"cell_type": "code",
- "execution_count": 60,
+ "execution_count": 30,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "dedup_id 4713\n",
- "duplicate_id 4713\n",
- "original_id 4713\n",
- "name 4713\n",
- "source 4713\n",
- "unique_id 4713\n",
+ "dedup_id 4712\n",
+ "duplicate_id 4712\n",
+ "original_id 4712\n",
+ "name 4712\n",
+ "source 4712\n",
+ "unique_id 4712\n",
"dtype: int64"
]
},
- "execution_count": 60,
+ "execution_count": 30,
"metadata": {},
"output_type": "execute_result"
}
@@ -4361,16 +4505,18 @@
},
{
"cell_type": "code",
- "execution_count": 61,
- "metadata": {},
+ "execution_count": 31,
+ "metadata": {
+ "scrolled": true
+ },
"outputs": [
{
"data": {
"text/plain": [
- "2240"
+ "2239"
]
},
- "execution_count": 61,
+ "execution_count": 31,
"metadata": {},
"output_type": "execute_result"
}
@@ -4381,16 +4527,16 @@
},
{
"cell_type": "code",
- "execution_count": 62,
+ "execution_count": 32,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "2240"
+ "2239"
]
},
- "execution_count": 62,
+ "execution_count": 32,
"metadata": {},
"output_type": "execute_result"
}
@@ -4408,7 +4554,7 @@
},
{
"cell_type": "code",
- "execution_count": 63,
+ "execution_count": 33,
"metadata": {},
"outputs": [
{
@@ -4635,207 +4781,6 @@
"
\n",
" \n",
" 0 | \n",
- " dedup_id | \n",
- " duplicate_id | \n",
- " original_id | \n",
- " name | \n",
- " collectedfrom | \n",
- " collectedfrom_original_id | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
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- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
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- " NaN | \n",
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- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
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- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
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- " NaN | \n",
- " NaN | \n",
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- " NaN | \n",
- " NaN | \n",
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- " NaN | \n",
- " NaN | \n",
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- " NaN | \n",
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- " NaN | \n",
- " NaN | \n",
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- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- "
\n",
- " \n",
- " 1 | \n",
" dedup::07b65089515c8f99812d14bbb01334a6 | \n",
" roar::474 | \n",
" 474 | \n",
@@ -5036,7 +4981,7 @@
" roar_474 | \n",
"
\n",
" \n",
- " 2 | \n",
+ " 1 | \n",
" dedup::07b65089515c8f99812d14bbb01334a6 | \n",
" roar::5541 | \n",
" 5541 | \n",
@@ -5237,7 +5182,7 @@
" roar_5541 | \n",
"
\n",
" \n",
- " 3 | \n",
+ " 2 | \n",
" dedup::0be44aa69610e09805d4002baf7e0b10 | \n",
" roar::16867 | \n",
" 16867 | \n",
@@ -5409,7 +5354,7 @@
" dspace | \n",
" NaN | \n",
" other | \n",
- " [RT, R1, RC0254, RC1200, RK] | \n",
+ " [RT, RC0254, RC1200, R1, RK] | \n",
" 2009-10-21 00:00:00 | \n",
" NaN | \n",
" NaN | \n",
@@ -5438,7 +5383,7 @@
" roar_16867 | \n",
"
\n",
" \n",
- " 4 | \n",
+ " 3 | \n",
" dedup::0be44aa69610e09805d4002baf7e0b10 | \n",
" roar::2907 | \n",
" 2907 | \n",
@@ -5610,7 +5555,7 @@
" dspace | \n",
" NaN | \n",
" other | \n",
- " [RC1200, RT, R1, RC0254, RC0321, RK] | \n",
+ " [RC0321, RT, RC0254, RC1200, R1, RK] | \n",
" 2009-10-21 00:00:00 | \n",
" NaN | \n",
" NaN | \n",
@@ -5638,52 +5583,246 @@
" NaN | \n",
" roar_2907 | \n",
"
\n",
+ " \n",
+ " 4 | \n",
+ " dedup::0c34770edc42a1d2ac361b64cfabfb63 | \n",
+ " roar::5432 | \n",
+ " 5432 | \n",
+ " Digital Library of Jelenia Góra | \n",
+ " roar | \n",
+ " roar_5432 | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
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+ " 5432 | \n",
+ " 9 | \n",
+ " archive | \n",
+ " 8 | \n",
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+ " disk0/00/00/54/32 | \n",
+ " 2012-11-19 20:28:01 | \n",
+ " 2012-11-26 06:53:38 | \n",
+ " 2012-11-19 20:28:01 | \n",
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+ " http://jbc.jelenia-gora.pl/dlibra.html | \n",
+ " Digital Library of Jelenia Góra | \n",
+ " http://jbc.jelenia-gora.pl/dlibra/oai-pmh-repo... | \n",
+ " NaN | \n",
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+ " Users may set up RSS feeds to be alerted to ne... | \n",
+ " NaN | \n",
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+ " Jeleniogórskie Centrum Informacji i Edukacji R... | \n",
+ " http://biblioteka.jelenia-gora.pl/ | \n",
+ " pl | \n",
+ " NaN | \n",
+ " 50.9012 | \n",
+ " 15.7341 | \n",
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+ " geoname_2_PL | \n",
+ " other | \n",
+ " NaN | \n",
+ " 2012-07-01 15:12:22 | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 20 | \n",
+ " 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19... | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " [celestial, opendoar] | \n",
+ " [4595, 2211] | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " roar_5432 | \n",
+ "
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
- " dedup_id duplicate_id original_id \\\n",
- "0 dedup_id duplicate_id original_id \n",
- "1 dedup::07b65089515c8f99812d14bbb01334a6 roar::474 474 \n",
- "2 dedup::07b65089515c8f99812d14bbb01334a6 roar::5541 5541 \n",
- "3 dedup::0be44aa69610e09805d4002baf7e0b10 roar::16867 16867 \n",
- "4 dedup::0be44aa69610e09805d4002baf7e0b10 roar::2907 2907 \n",
+ " dedup_id duplicate_id original_id \\\n",
+ "0 dedup::07b65089515c8f99812d14bbb01334a6 roar::474 474 \n",
+ "1 dedup::07b65089515c8f99812d14bbb01334a6 roar::5541 5541 \n",
+ "2 dedup::0be44aa69610e09805d4002baf7e0b10 roar::16867 16867 \n",
+ "3 dedup::0be44aa69610e09805d4002baf7e0b10 roar::2907 2907 \n",
+ "4 dedup::0c34770edc42a1d2ac361b64cfabfb63 roar::5432 5432 \n",
"\n",
- " name source \\\n",
- "0 name collectedfrom \n",
- "1 ECNIS Repository (Environmental Cancer Risk roar \n",
- "2 ECNIS Repository (Environmental Cancer Risk roar \n",
- "3 Chung Shan Medical University Institutional Re... roar \n",
- "4 Chung Shan Medical University Institutional Re... roar \n",
+ " name source unique_id \\\n",
+ "0 ECNIS Repository (Environmental Cancer Risk roar roar_474 \n",
+ "1 ECNIS Repository (Environmental Cancer Risk roar roar_5541 \n",
+ "2 Chung Shan Medical University Institutional Re... roar roar_16867 \n",
+ "3 Chung Shan Medical University Institutional Re... roar roar_2907 \n",
+ "4 Digital Library of Jelenia Góra roar roar_5432 \n",
"\n",
- " unique_id FAIRsharing_id FAIRsharing_type \\\n",
- "0 collectedfrom_original_id NaN NaN \n",
- "1 roar_474 NaN NaN \n",
- "2 roar_5541 NaN NaN \n",
- "3 roar_16867 NaN NaN \n",
- "4 roar_2907 NaN NaN \n",
+ " FAIRsharing_id FAIRsharing_type FAIRsharing_attributes.created-at \\\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",
- " 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",
+ " FAIRsharing_attributes.updated-at FAIRsharing_attributes.metadata.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.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",
+ " FAIRsharing_attributes.metadata.name FAIRsharing_attributes.metadata.status \\\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.contacts \\\n",
"0 NaN \n",
@@ -6169,32 +6308,32 @@
"4 NaN NaN \n",
"\n",
" roar_eprintid roar_rev_number roar_eprint_status roar_userid roar_importid \\\n",
- "0 NaN NaN NaN NaN NaN \n",
- "1 474 281 archive 1 NaN \n",
- "2 5541 8 archive 8 NaN \n",
- "3 16867 3 archive 360 NaN \n",
- "4 2907 548 archive 360 NaN \n",
+ "0 474 281 archive 1 NaN \n",
+ "1 5541 8 archive 8 NaN \n",
+ "2 16867 3 archive 360 NaN \n",
+ "3 2907 548 archive 360 NaN \n",
+ "4 5432 9 archive 8 NaN \n",
"\n",
" roar_source roar_dir roar_datestamp roar_lastmod \\\n",
- "0 NaN NaN NaN NaN \n",
- "1 NaN disk0/00/00/04/74 2010-01-06 13:44:22 2011-07-06 08:19:53 \n",
- "2 NaN disk0/00/00/55/41 2012-12-12 01:21:03 2012-12-15 02:51:35 \n",
- "3 NaN disk0/00/01/68/67 2021-02-25 13:06:19 2021-02-25 13:06:19 \n",
- "4 NaN disk0/00/00/29/07 2010-07-29 01:40:55 2021-02-17 06:33:34 \n",
+ "0 NaN disk0/00/00/04/74 2010-01-06 13:44:22 2011-07-06 08:19:53 \n",
+ "1 NaN disk0/00/00/55/41 2012-12-12 01:21:03 2012-12-15 02:51:35 \n",
+ "2 NaN disk0/00/01/68/67 2021-02-25 13:06:19 2021-02-25 13:06:19 \n",
+ "3 NaN disk0/00/00/29/07 2010-07-29 01:40:55 2021-02-17 06:33:34 \n",
+ "4 NaN disk0/00/00/54/32 2012-11-19 20:28:01 2012-11-26 06:53:38 \n",
"\n",
" roar_status_changed roar_type roar_succeeds roar_commentary \\\n",
- "0 NaN NaN NaN NaN \n",
- "1 2010-01-06 13:44:22 other NaN NaN \n",
- "2 2012-12-12 01:21:03 institutional NaN NaN \n",
- "3 2021-02-25 13:06:19 institutional 2907 NaN \n",
- "4 2010-07-29 01:40:55 institutional NaN NaN \n",
+ "0 2010-01-06 13:44:22 other NaN NaN \n",
+ "1 2012-12-12 01:21:03 institutional NaN NaN \n",
+ "2 2021-02-25 13:06:19 institutional 2907 NaN \n",
+ "3 2010-07-29 01:40:55 institutional NaN NaN \n",
+ "4 2012-11-19 20:28:01 institutional NaN NaN \n",
"\n",
" roar_metadata_visibility roar_latitude roar_longitude roar_relation_type \\\n",
- "0 NaN NaN NaN NaN \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 no_search NaN NaN NaN \n",
+ "3 no_search 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",
@@ -6225,32 +6364,32 @@
"4 NaN NaN \n",
"\n",
" roar_item_issues_count roar_sword_depositor roar_sword_slug roar_exemplar \\\n",
- "0 NaN NaN NaN NaN \n",
- "1 0 NaN NaN NaN \n",
- "2 NaN NaN NaN NaN \n",
+ "0 0 NaN NaN NaN \n",
+ "1 NaN NaN NaN NaN \n",
+ "2 0 NaN NaN NaN \n",
"3 0 NaN NaN NaN \n",
- "4 0 NaN NaN NaN \n",
+ "4 NaN NaN NaN NaN \n",
"\n",
" roar_home_page \\\n",
- "0 NaN \n",
- "1 http://ecnis.openrepository.com/ \n",
- "2 http://ecnis.openrepository.com/ecnis/ \n",
+ "0 http://ecnis.openrepository.com/ \n",
+ "1 http://ecnis.openrepository.com/ecnis/ \n",
+ "2 https://ir.csmu.edu.tw:8080 \n",
"3 https://ir.csmu.edu.tw:8080 \n",
- "4 https://ir.csmu.edu.tw:8080 \n",
+ "4 http://jbc.jelenia-gora.pl/dlibra.html \n",
"\n",
" roar_title \\\n",
- "0 NaN \n",
+ "0 ECNIS Repository (Environmental Cancer Risk, N... \n",
"1 ECNIS Repository (Environmental Cancer Risk, N... \n",
- "2 ECNIS Repository (Environmental Cancer Risk, N... \n",
+ "2 Chung Shan Medical University Institutional Re... \n",
"3 Chung Shan Medical University Institutional Re... \n",
- "4 Chung Shan Medical University Institutional Re... \n",
+ "4 Digital Library of Jelenia Góra \n",
"\n",
" roar_oai_pmh roar_sword_endpoint \\\n",
"0 NaN NaN \n",
"1 NaN NaN \n",
- "2 NaN NaN \n",
+ "2 https://ir.csmu.edu.tw:8080/ir-oai/request?ver... NaN \n",
"3 https://ir.csmu.edu.tw:8080/ir-oai/request?ver... NaN \n",
- "4 https://ir.csmu.edu.tw:8080/ir-oai/request?ver... NaN \n",
+ "4 http://jbc.jelenia-gora.pl/dlibra/oai-pmh-repo... NaN \n",
"\n",
" roar_rss_feed roar_twitter_feed \\\n",
"0 NaN NaN \n",
@@ -6260,112 +6399,112 @@
"4 NaN NaN \n",
"\n",
" roar_description roar_fulltext \\\n",
- "0 NaN NaN \n",
- "1 This site is a subject specific repository con... TRUE \n",
- "2 This site is a subject specific repository con... NaN \n",
+ "0 This site is a subject specific repository con... TRUE \n",
+ "1 This site is a subject specific repository con... NaN \n",
+ "2 NaN TRUE \n",
"3 NaN TRUE \n",
- "4 NaN TRUE \n",
+ "4 Users may set up RSS feeds to be alerted to ne... NaN \n",
"\n",
" roar_open_access roar_mandate \\\n",
- "0 NaN NaN \n",
- "1 TRUE NaN \n",
- "2 NaN NaN \n",
+ "0 TRUE NaN \n",
+ "1 NaN NaN \n",
+ "2 TRUE FALSE \n",
"3 TRUE FALSE \n",
- "4 TRUE FALSE \n",
+ "4 NaN NaN \n",
"\n",
" roar_organisation_title \\\n",
- "0 NaN \n",
- "1 ECNIS (Environmental Cancer Risk, Nutrition an... \n",
- "2 ECNIS Network of Excellence \n",
+ "0 ECNIS (Environmental Cancer Risk, Nutrition an... \n",
+ "1 ECNIS Network of Excellence \n",
+ "2 NaN \n",
"3 NaN \n",
- "4 NaN \n",
+ "4 Jeleniogórskie Centrum Informacji i Edukacji R... \n",
"\n",
- " roar_organisation_home_page roar_location_country roar_location_city \\\n",
- "0 NaN NaN NaN \n",
- "1 http://www.ecnis.org pl Lodz \n",
- "2 http://www.ecnis.org/ pl NaN \n",
- "3 NaN NaN NaN \n",
- "4 NaN NaN NaN \n",
+ " roar_organisation_home_page roar_location_country \\\n",
+ "0 http://www.ecnis.org pl \n",
+ "1 http://www.ecnis.org/ pl \n",
+ "2 NaN NaN \n",
+ "3 NaN NaN \n",
+ "4 http://biblioteka.jelenia-gora.pl/ pl \n",
"\n",
- " roar_location_latitude roar_location_longitude roar_software roar_geoname \\\n",
- "0 NaN NaN NaN NaN \n",
- "1 51.8 19.5 openrepo geoname_2_PL \n",
- "2 51.8 19.5 NaN geoname_2_PL \n",
- "3 NaN NaN dspace NaN \n",
- "4 NaN NaN dspace NaN \n",
+ " roar_location_city roar_location_latitude roar_location_longitude \\\n",
+ "0 Lodz 51.8 19.5 \n",
+ "1 NaN 51.8 19.5 \n",
+ "2 NaN NaN NaN \n",
+ "3 NaN NaN NaN \n",
+ "4 NaN 50.9012 15.7341 \n",
"\n",
- " roar_version roar_subjects roar_date \\\n",
- "0 NaN NaN NaN \n",
- "1 other NaN 2008-06-03 08:05:43 \n",
- "2 other NaN 2012-07-01 15:13:36 \n",
- "3 other [RT, R1, RC0254, RC1200, RK] 2009-10-21 00:00:00 \n",
- "4 other [RC1200, RT, R1, RC0254, RC0321, RK] 2009-10-21 00:00:00 \n",
+ " roar_software roar_geoname roar_version \\\n",
+ "0 openrepo geoname_2_PL other \n",
+ "1 NaN geoname_2_PL other \n",
+ "2 dspace NaN other \n",
+ "3 dspace NaN other \n",
+ "4 NaN geoname_2_PL other \n",
"\n",
- " roar_note roar_suggestions roar_activity_low roar_activity_medium \\\n",
- "0 NaN NaN NaN NaN \n",
- "1 NaN NaN NaN NaN \n",
- "2 NaN NaN NaN NaN \n",
- "3 NaN NaN 0 0 \n",
- "4 NaN NaN 0 0 \n",
+ " roar_subjects roar_date roar_note \\\n",
+ "0 NaN 2008-06-03 08:05:43 NaN \n",
+ "1 NaN 2012-07-01 15:13:36 NaN \n",
+ "2 [RT, RC0254, RC1200, R1, RK] 2009-10-21 00:00:00 NaN \n",
+ "3 [RC0321, RT, RC0254, RC1200, R1, RK] 2009-10-21 00:00:00 NaN \n",
+ "4 NaN 2012-07-01 15:12:22 NaN \n",
"\n",
- " roar_activity_high roar_recordcount \\\n",
- "0 NaN NaN \n",
- "1 NaN NaN \n",
- "2 NaN NaN \n",
- "3 0 100 \n",
- "4 0 100 \n",
+ " roar_suggestions roar_activity_low roar_activity_medium roar_activity_high \\\n",
+ "0 NaN NaN NaN NaN \n",
+ "1 NaN NaN NaN NaN \n",
+ "2 NaN 0 0 0 \n",
+ "3 NaN 0 0 0 \n",
+ "4 NaN 0 0 0 \n",
"\n",
- " roar_recordhistory roar_fulltexts_total \\\n",
- "0 NaN NaN \n",
- "1 NaN NaN \n",
- "2 NaN NaN \n",
- "3 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28... NaN \n",
- "4 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28... NaN \n",
+ " roar_recordcount roar_recordhistory \\\n",
+ "0 NaN NaN \n",
+ "1 NaN NaN \n",
+ "2 100 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28... \n",
+ "3 100 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28... \n",
+ "4 20 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19... \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",
+ " roar_fulltexts_total roar_fulltexts_docs roar_fulltexts_rtotal \\\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 roar_submitted_to_name \\\n",
- "0 NaN NaN NaN NaN \n",
- "1 opendoar 1254 NaN NaN \n",
- "2 opendoar 1254 NaN NaN \n",
- "3 NaN NaN celestial NaN \n",
- "4 NaN NaN celestial NaN \n",
+ " roar_fulltexts_rdocs roar_registry_name roar_registry_id roar_submit_to \\\n",
+ "0 NaN opendoar 1254 NaN \n",
+ "1 NaN opendoar 1254 NaN \n",
+ "2 NaN NaN NaN celestial \n",
+ "3 NaN NaN NaN celestial \n",
+ "4 NaN [celestial, opendoar] [4595, 2211] 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",
+ " 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_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",
+ " 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_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",
+ " 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_association roar_unique_id \n",
- "0 NaN NaN \n",
- "1 NaN roar_474 \n",
- "2 NaN roar_5541 \n",
- "3 NaN roar_16867 \n",
- "4 NaN roar_2907 "
+ " roar_total_deposits roar_association roar_unique_id \n",
+ "0 NaN NaN roar_474 \n",
+ "1 NaN NaN roar_5541 \n",
+ "2 NaN NaN roar_16867 \n",
+ "3 NaN NaN roar_2907 \n",
+ "4 NaN NaN roar_5432 "
]
},
- "execution_count": 63,
+ "execution_count": 33,
"metadata": {},
"output_type": "execute_result"
}
@@ -6380,7 +6519,7 @@
},
{
"cell_type": "code",
- "execution_count": 64,
+ "execution_count": 34,
"metadata": {},
"outputs": [
{
@@ -6761,7 +6900,7 @@
" NaN | \n",
" http://repository.uinjkt.ac.id | \n",
" Institutional Repository UIN Syarif Hidayatull... | \n",
- " [http://repository.uinjkt.ac.id/dspace/htmlmap... | \n",
+ " [http://repository.uinjkt.ac.id/oai, http://re... | \n",
" http://repository.uinjkt.ac.id/sword/ | \n",
" NaN | \n",
" NaN | \n",
@@ -6792,7 +6931,7 @@
" NaN | \n",
" NaN | \n",
" [celestial, opendoar] | \n",
- " [2717, 5109, 5108] | \n",
+ " [5108, 2717, 5109] | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
@@ -7180,7 +7319,7 @@
" dspace | \n",
" geoname_2_ID | \n",
" other | \n",
- " [Z665, BP, Z004, Q1, Z719, AC] | \n",
+ " [AC, Z665, Z004, Z719, BP, Q1] | \n",
" 2013-03-04 07:20:37 | \n",
" NaN | \n",
" NaN | \n",
@@ -8211,7 +8350,7 @@
"4 NaN \n",
"\n",
" roar_oai_pmh \\\n",
- "0 [http://repository.uinjkt.ac.id/dspace/htmlmap... \n",
+ "0 [http://repository.uinjkt.ac.id/oai, http://re... \n",
"1 NaN \n",
"2 NaN \n",
"3 http://arizona.openrepository.com/arizona/oai/... \n",
@@ -8269,7 +8408,7 @@
" roar_software roar_geoname roar_version roar_subjects \\\n",
"0 dspace geoname_2_ID other AI \n",
"1 NaN NaN NaN NaN \n",
- "2 dspace geoname_2_ID other [Z665, BP, Z004, Q1, Z719, AC] \n",
+ "2 dspace geoname_2_ID other [AC, Z665, Z004, Z719, BP, Q1] \n",
"3 dspace geoname_2_US other NaN \n",
"4 NaN NaN NaN NaN \n",
"\n",
@@ -8302,7 +8441,7 @@
"4 NaN NaN \n",
"\n",
" roar_registry_id roar_submit_to roar_submitted_to_name \\\n",
- "0 [2717, 5109, 5108] NaN NaN \n",
+ "0 [5108, 2717, 5109] NaN NaN \n",
"1 NaN NaN NaN \n",
"2 NaN NaN NaN \n",
"3 [5404, http://opendoar.org/id/2468/] NaN NaN \n",
@@ -8337,7 +8476,7 @@
"4 NaN NaN "
]
},
- "execution_count": 64,
+ "execution_count": 34,
"metadata": {},
"output_type": "execute_result"
}
@@ -8352,7 +8491,7 @@
},
{
"cell_type": "code",
- "execution_count": 65,
+ "execution_count": 35,
"metadata": {},
"outputs": [
{
@@ -10393,7 +10532,7 @@
"4 NaN NaN "
]
},
- "execution_count": 65,
+ "execution_count": 35,
"metadata": {},
"output_type": "execute_result"
}
@@ -10408,7 +10547,7 @@
},
{
"cell_type": "code",
- "execution_count": 66,
+ "execution_count": 36,
"metadata": {},
"outputs": [
{
@@ -11009,7 +11148,7 @@
" [dspace, dspace] | \n",
" [nan, nan] | \n",
" [other, other] | \n",
- " [[RT, R1, RC0254, RC1200, RK], [RC1200, RT, R1... | \n",
+ " [[RT, RC0254, RC1200, R1, RK], [RC0321, RT, RC... | \n",
" [2009-10-21 00:00:00, 2009-10-21 00:00:00] | \n",
" [nan, nan] | \n",
" [nan, nan] | \n",
@@ -11225,7 +11364,7 @@
" [nan, nan] | \n",
" [nan, nan] | \n",
" [[celestial, opendoar], [celestial, opendoar]] | \n",
- " [[2211, 4595], [2211, 4595]] | \n",
+ " [[4595, 2211], [4595, 2211]] | \n",
" [nan, nan] | \n",
" [nan, nan] | \n",
" [nan, nan] | \n",
@@ -12351,7 +12490,7 @@
"\n",
" roar_version roar_subjects \\\n",
"0 [other, other] [nan, nan] \n",
- "1 [other, other] [[RT, R1, RC0254, RC1200, RK], [RC1200, RT, R1... \n",
+ "1 [other, other] [[RT, RC0254, RC1200, R1, RK], [RC0321, RT, RC... \n",
"2 [other, other] [nan, nan] \n",
"3 [other, other, other] [nan, nan, nan] \n",
"4 [other, other] [nan, nan] \n",
@@ -12394,7 +12533,7 @@
" roar_registry_id roar_submit_to \\\n",
"0 [1254, 1254] [nan, nan] \n",
"1 [nan, nan] [celestial, celestial] \n",
- "2 [[2211, 4595], [2211, 4595]] [nan, nan] \n",
+ "2 [[4595, 2211], [4595, 2211]] [nan, nan] \n",
"3 [[2246, 1879], [2246, 1879], [2246, 1879]] [nan, nan, nan] \n",
"4 [3078, 5657] [nan, nan] \n",
"\n",
@@ -12434,7 +12573,7 @@
"4 [nan, nan] [roar_8405, roar_8716] {roar} "
]
},
- "execution_count": 66,
+ "execution_count": 36,
"metadata": {},
"output_type": "execute_result"
}
@@ -12447,7 +12586,7 @@
},
{
"cell_type": "code",
- "execution_count": 67,
+ "execution_count": 37,
"metadata": {},
"outputs": [
{
@@ -12829,7 +12968,7 @@
" [nan, nan, nan] | \n",
" [http://repository.uinjkt.ac.id, nan, http://r... | \n",
" [Institutional Repository UIN Syarif Hidayatul... | \n",
- " [[http://repository.uinjkt.ac.id/dspace/htmlma... | \n",
+ " [[http://repository.uinjkt.ac.id/oai, http://r... | \n",
" [http://repository.uinjkt.ac.id/sword/, nan, nan] | \n",
" [nan, nan, nan] | \n",
" [nan, nan, nan] | \n",
@@ -12846,7 +12985,7 @@
" [dspace, nan, dspace] | \n",
" [geoname_2_ID, nan, geoname_2_ID] | \n",
" [other, nan, other] | \n",
- " [AI, nan, [Z665, BP, Z004, Q1, Z719, AC]] | \n",
+ " [AI, nan, [AC, Z665, Z004, Z719, BP, Q1]] | \n",
" [2012-11-07 08:11:19, nan, 2013-03-04 07:20:37] | \n",
" [nan, nan, nan] | \n",
" [nan, nan, nan] | \n",
@@ -12860,7 +12999,7 @@
" [nan, nan, nan] | \n",
" [nan, nan, nan] | \n",
" [[celestial, opendoar], nan, nan] | \n",
- " [[2717, 5109, 5108], nan, nan] | \n",
+ " [[5108, 2717, 5109], nan, nan] | \n",
" [nan, nan, nan] | \n",
" [nan, nan, nan] | \n",
" [nan, nan, nan] | \n",
@@ -13264,7 +13403,7 @@
" [nan, nan, nan] | \n",
" [nan, nan, nan] | \n",
" [celestial, nan, [celestial, opendoar]] | \n",
- " [5654, nan, [5654, http://opendoar.org/id/3096/]] | \n",
+ " [5654, nan, [http://opendoar.org/id/3096/, 5654]] | \n",
" [nan, nan, nan] | \n",
" [nan, nan, nan] | \n",
" [nan, nan, nan] | \n",
@@ -13452,7 +13591,7 @@
" [nan, dspace, dspace] | \n",
" [nan, geoname_2_MX, geoname_2_MX] | \n",
" [nan, other, other] | \n",
- " [nan, [D880, D1, D901, D204, D111, DP, F1201, ... | \n",
+ " [nan, [D1, E11, F1201, D111, D901, DP, D204, D... | \n",
" [nan, 2020-02-14 18:36:03, 2020-02-14 18:36:03] | \n",
" [nan, ¿Quién puede depositar documentos en el ... | \n",
" [nan, nan, nan] | \n",
@@ -13479,7 +13618,7 @@
" [nan, nan, nan] | \n",
" [nan, [russell_group, ivy_league], [russell_gr... | \n",
" [nan, roar_15805, roar_15765] | \n",
- " {roar, OpenDOAR} | \n",
+ " {OpenDOAR, roar} | \n",
" \n",
" \n",
" 4 | \n",
@@ -13681,7 +13820,7 @@
" [nan, nan, nan] | \n",
" [nan, nan, nan] | \n",
" [nan, roar_5840, roar_5915] | \n",
- " {roar, OpenDOAR} | \n",
+ " {OpenDOAR, roar} | \n",
"
\n",
" \n",
"\n",
@@ -14347,7 +14486,7 @@
"4 [nan, Biblioteka Cyfrowa Diecezji Legnickiej, ... \n",
"\n",
" roar_oai_pmh \\\n",
- "0 [[http://repository.uinjkt.ac.id/dspace/htmlma... \n",
+ "0 [[http://repository.uinjkt.ac.id/oai, http://r... \n",
"1 [http://arizona.openrepository.com/arizona/oai... \n",
"2 [http://scholarworks.uvm.edu/do/oai/, nan, htt... \n",
"3 [nan, http://ru.historicas.unam.mx/oai/request... \n",
@@ -14417,10 +14556,10 @@
"4 [nan, geoname_2_PL, geoname_2_PL] [nan, other, other] \n",
"\n",
" roar_subjects \\\n",
- "0 [AI, nan, [Z665, BP, Z004, Q1, Z719, AC]] \n",
+ "0 [AI, nan, [AC, Z665, Z004, Z719, BP, Q1]] \n",
"1 [nan, nan, nan] \n",
"2 [nan, nan, nan] \n",
- "3 [nan, [D880, D1, D901, D204, D111, DP, F1201, ... \n",
+ "3 [nan, [D1, E11, F1201, D111, D901, DP, D204, D... \n",
"4 [nan, nan, nan] \n",
"\n",
" roar_date \\\n",
@@ -14466,9 +14605,9 @@
"4 [nan, [celestial, opendoar], [celestial, opend... \n",
"\n",
" roar_registry_id roar_submit_to \\\n",
- "0 [[2717, 5109, 5108], nan, nan] [nan, nan, nan] \n",
+ "0 [[5108, 2717, 5109], nan, nan] [nan, nan, nan] \n",
"1 [[5404, http://opendoar.org/id/2468/], nan, 2468] [nan, nan, nan] \n",
- "2 [5654, nan, [5654, http://opendoar.org/id/3096/]] [nan, nan, nan] \n",
+ "2 [5654, nan, [http://opendoar.org/id/3096/, 5654]] [nan, nan, nan] \n",
"3 [nan, nan, 9528] [nan, nan, nan] \n",
"4 [nan, [2557, 5081], [2557, 5081]] [nan, nan, nan] \n",
"\n",
@@ -14504,11 +14643,11 @@
"0 [roar_6167, nan, roar_6580] {OpenDOAR, roar} \n",
"1 [roar_7902, nan, roar_5216] {OpenDOAR, roar} \n",
"2 [roar_12182, nan, roar_8677] {OpenDOAR, roar} \n",
- "3 [nan, roar_15805, roar_15765] {roar, OpenDOAR} \n",
- "4 [nan, roar_5840, roar_5915] {roar, OpenDOAR} "
+ "3 [nan, roar_15805, roar_15765] {OpenDOAR, roar} \n",
+ "4 [nan, roar_5840, roar_5915] {OpenDOAR, roar} "
]
},
- "execution_count": 67,
+ "execution_count": 37,
"metadata": {},
"output_type": "execute_result"
}
@@ -14521,7 +14660,7 @@
},
{
"cell_type": "code",
- "execution_count": 68,
+ "execution_count": 38,
"metadata": {},
"outputs": [
{
@@ -15351,7 +15490,7 @@
" [nan, nan] | \n",
" [nan, nan] | \n",
" [nan, roar_14673] | \n",
- " {roar, OpenDOAR} | \n",
+ " {OpenDOAR, roar} | \n",
" \n",
" \n",
" 3 | \n",
@@ -15520,7 +15659,7 @@
" [nan, University of the Pacific] | \n",
" [nan, https://www.pacific.edu/] | \n",
" [nan, us] | \n",
- " [nan, [Stockton, Sacramento, San Francisco]] | \n",
+ " [nan, [Sacramento, Stockton, San Francisco]] | \n",
" [nan, nan] | \n",
" [nan, nan] | \n",
" [nan, bepress] | \n",
@@ -15553,7 +15692,7 @@
" [nan, nan] | \n",
" [nan, nan] | \n",
" [nan, roar_13960] | \n",
- " {roar, OpenDOAR} | \n",
+ " {OpenDOAR, roar} | \n",
"
\n",
" \n",
" 4 | \n",
@@ -15742,7 +15881,7 @@
" [nan, nan] | \n",
" [nan, nan] | \n",
" [[celestial, opendoar], nan] | \n",
- " [[1285, 1234], nan] | \n",
+ " [[1234, 1285], nan] | \n",
" [nan, nan] | \n",
" [nan, nan] | \n",
" [nan, nan] | \n",
@@ -16557,7 +16696,7 @@
"0 [nan, nan] [nan, nan] \n",
"1 [nan, nan] [nan, nan] \n",
"2 [nan, Erzincan] [nan, 39.7463] \n",
- "3 [nan, [Stockton, Sacramento, San Francisco]] [nan, nan] \n",
+ "3 [nan, [Sacramento, Stockton, San Francisco]] [nan, nan] \n",
"4 [ DHAHRAN, nan] [17.4333, nan] \n",
"\n",
" roar_location_longitude roar_software roar_geoname roar_version \\\n",
@@ -16607,7 +16746,7 @@
"1 [nan, nan] [nan, nan] [nan, nan] \n",
"2 [nan, nan] [nan, nan] [nan, nan] \n",
"3 [nan, celestial] [nan, 6700] [nan, nan] \n",
- "4 [[celestial, opendoar], nan] [[1285, 1234], nan] [nan, nan] \n",
+ "4 [[celestial, opendoar], nan] [[1234, 1285], nan] [nan, nan] \n",
"\n",
" roar_submitted_to_name roar_submitted_to_done roar_webometrics_rank \\\n",
"0 [nan, nan] [nan, nan] [nan, nan] \n",
@@ -16640,12 +16779,12 @@
" source_set \n",
"0 {FAIRsharing, re3data} \n",
"1 {FAIRsharing, re3data} \n",
- "2 {roar, OpenDOAR} \n",
- "3 {roar, OpenDOAR} \n",
+ "2 {OpenDOAR, roar} \n",
+ "3 {OpenDOAR, roar} \n",
"4 {OpenDOAR, roar} "
]
},
- "execution_count": 68,
+ "execution_count": 38,
"metadata": {},
"output_type": "execute_result"
}
@@ -16658,7 +16797,7 @@
},
{
"cell_type": "code",
- "execution_count": 69,
+ "execution_count": 39,
"metadata": {},
"outputs": [],
"source": [